afiaka87
/
clip-guided-diffusion
Generate image from text by guiding a denoising diffusion model. Inference is somewhat slow.
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDpeu7lias55grrhvp26kniaxtwqStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- jello
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "jello", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "jello", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "jello", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "jello", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="jello"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "jello", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-21T16:53:59.412346Z", "created_at": "2021-10-21T16:50:33.107949Z", "data_removed": false, "error": null, "id": "peu7lias55grrhvp26kniaxtwq", "input": { "seed": "0", "prompt": "jello", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\nLoading clip model\tViT-B/32\ton device\tcuda.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 945.946\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 954.025\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<03:54, 1.06it/s]\nCLIP Loss: 951.519\tRange Loss: 0.001\tTV Loss: 5.366\tTotal Loss: 956.886\n\n 1%| | 2/250 [00:01<02:49, 1.47it/s]\nCLIP Loss: 937.032\tRange Loss: 0.001\tTV Loss: 5.129\tTotal Loss: 942.161\n\n 1%|1 | 3/250 [00:01<02:29, 1.65it/s]\nCLIP Loss: 925.222\tRange Loss: 0.000\tTV Loss: 5.389\tTotal Loss: 930.611\n\n 2%|1 | 4/250 [00:02<02:19, 1.77it/s]\nCLIP Loss: 919.786\tRange Loss: 0.001\tTV Loss: 3.634\tTotal Loss: 923.420\n\n 2%|2 | 5/250 [00:02<02:13, 1.84it/s]\nCLIP Loss: 910.807\tRange Loss: 0.000\tTV Loss: 2.765\tTotal Loss: 913.572\n\n 2%|2 | 6/250 [00:03<02:27, 1.66it/s]\nCLIP Loss: 915.802\tRange Loss: 0.000\tTV Loss: 3.258\tTotal Loss: 919.060\n\n 3%|2 | 7/250 [00:04<02:20, 1.73it/s]\nCLIP Loss: 903.241\tRange Loss: 0.000\tTV Loss: 4.787\tTotal Loss: 908.028\n\n 3%|3 | 8/250 [00:04<02:15, 1.79it/s]\nCLIP Loss: 907.109\tRange Loss: 0.000\tTV Loss: 3.951\tTotal Loss: 911.060\n\n 4%|3 | 9/250 [00:05<02:11, 1.83it/s]\nCLIP Loss: 896.056\tRange Loss: 0.000\tTV Loss: 3.648\tTotal Loss: 899.704\n\n 4%|4 | 10/250 [00:05<02:08, 1.87it/s]\nCLIP Loss: 886.584\tRange Loss: 0.000\tTV Loss: 3.875\tTotal Loss: 890.460\n\n 4%|4 | 11/250 [00:06<02:17, 1.74it/s]\nCLIP Loss: 882.879\tRange Loss: 0.000\tTV Loss: 3.597\tTotal Loss: 886.476\n\n 5%|4 | 12/250 [00:06<02:11, 1.80it/s]\nCLIP Loss: 880.251\tRange Loss: 0.000\tTV Loss: 2.769\tTotal Loss: 883.021\n\n 5%|5 | 13/250 [00:07<02:07, 1.85it/s]\nCLIP Loss: 888.228\tRange Loss: 0.000\tTV Loss: 2.403\tTotal Loss: 890.631\n\n 6%|5 | 14/250 [00:07<02:04, 1.89it/s]\nCLIP Loss: 881.178\tRange Loss: 0.000\tTV Loss: 2.273\tTotal Loss: 883.451\n\n 6%|6 | 15/250 [00:08<02:02, 1.91it/s]\nCLIP Loss: 874.629\tRange Loss: 0.000\tTV Loss: 2.748\tTotal Loss: 877.377\n\n 6%|6 | 16/250 [00:09<02:15, 1.72it/s]\nCLIP Loss: 886.328\tRange Loss: 0.000\tTV Loss: 2.010\tTotal Loss: 888.337\n\n 7%|6 | 17/250 [00:09<02:09, 1.80it/s]\nCLIP Loss: 880.148\tRange Loss: 0.000\tTV Loss: 2.232\tTotal Loss: 882.380\n\n 7%|7 | 18/250 [00:10<02:06, 1.84it/s]\nCLIP Loss: 880.756\tRange Loss: 0.000\tTV Loss: 1.808\tTotal Loss: 882.564\n\n 8%|7 | 19/250 [00:10<02:02, 1.88it/s]\nCLIP Loss: 884.813\tRange Loss: 0.000\tTV Loss: 1.388\tTotal Loss: 886.201\n\n 8%|8 | 20/250 [00:11<02:01, 1.89it/s]\nCLIP Loss: 881.050\tRange Loss: 0.000\tTV Loss: 1.373\tTotal Loss: 882.423\n\n 8%|8 | 21/250 [00:11<02:12, 1.72it/s]\nCLIP Loss: 874.941\tRange Loss: 0.000\tTV Loss: 1.263\tTotal Loss: 876.204\n\n 9%|8 | 22/250 [00:12<02:07, 1.79it/s]\nCLIP Loss: 879.045\tRange Loss: 0.000\tTV Loss: 1.338\tTotal Loss: 880.383\n\n 9%|9 | 23/250 [00:12<02:04, 1.83it/s]\nCLIP Loss: 874.622\tRange Loss: 0.000\tTV Loss: 1.394\tTotal Loss: 876.016\n\n 10%|9 | 24/250 [00:13<02:00, 1.87it/s]\nCLIP Loss: 870.015\tRange Loss: 0.000\tTV Loss: 1.464\tTotal Loss: 871.479\n\n 10%|# | 25/250 [00:13<01:59, 1.89it/s]\nCLIP Loss: 863.812\tRange Loss: 0.000\tTV Loss: 1.415\tTotal Loss: 865.227\n\n 10%|# | 26/250 [00:14<02:09, 1.73it/s]\nCLIP Loss: 863.305\tRange Loss: 0.000\tTV Loss: 1.240\tTotal Loss: 864.545\n\n 11%|# | 27/250 [00:15<02:04, 1.79it/s]\nCLIP Loss: 856.791\tRange Loss: 0.000\tTV Loss: 0.875\tTotal Loss: 857.666\n\n 11%|#1 | 28/250 [00:15<02:01, 1.82it/s]\nCLIP Loss: 850.385\tRange Loss: 0.000\tTV Loss: 0.928\tTotal Loss: 851.314\n\n 12%|#1 | 29/250 [00:16<01:58, 1.86it/s]\nCLIP Loss: 853.376\tRange Loss: 0.000\tTV Loss: 0.933\tTotal Loss: 854.308\n\n 12%|#2 | 30/250 [00:16<01:56, 1.89it/s]\nCLIP Loss: 864.146\tRange Loss: 0.000\tTV Loss: 0.658\tTotal Loss: 864.804\n\n 12%|#2 | 31/250 [00:17<02:08, 1.70it/s]\nCLIP Loss: 852.936\tRange Loss: 0.000\tTV Loss: 0.582\tTotal Loss: 853.518\n\n 13%|#2 | 32/250 [00:17<02:03, 1.77it/s]\nCLIP Loss: 853.639\tRange Loss: 0.000\tTV Loss: 0.575\tTotal Loss: 854.214\n\n 13%|#3 | 33/250 [00:18<02:00, 1.81it/s]\nCLIP Loss: 847.660\tRange Loss: 0.000\tTV Loss: 0.470\tTotal Loss: 848.130\n\n 14%|#3 | 34/250 [00:18<01:56, 1.85it/s]\nCLIP Loss: 853.310\tRange Loss: 0.000\tTV Loss: 0.521\tTotal Loss: 853.831\n\n 14%|#4 | 35/250 [00:19<01:55, 1.86it/s]\nCLIP Loss: 842.357\tRange Loss: 0.000\tTV Loss: 0.518\tTotal Loss: 842.875\n\n 14%|#4 | 36/250 [00:20<02:07, 1.68it/s]\nCLIP Loss: 849.981\tRange Loss: 0.000\tTV Loss: 0.522\tTotal Loss: 850.503\n\n 15%|#4 | 37/250 [00:20<02:01, 1.75it/s]\nCLIP Loss: 835.263\tRange Loss: 0.000\tTV Loss: 0.371\tTotal Loss: 835.634\n\n 15%|#5 | 38/250 [00:21<01:58, 1.79it/s]\nCLIP Loss: 827.266\tRange Loss: 0.000\tTV Loss: 0.420\tTotal Loss: 827.685\n\n 16%|#5 | 39/250 [00:21<01:55, 1.82it/s]\nCLIP Loss: 819.172\tRange Loss: 0.000\tTV Loss: 0.309\tTotal Loss: 819.481\n\n 16%|#6 | 40/250 [00:22<01:53, 1.86it/s]\nCLIP Loss: 819.081\tRange Loss: 0.000\tTV Loss: 0.404\tTotal Loss: 819.484\n\n 16%|#6 | 41/250 [00:23<02:03, 1.69it/s]\nCLIP Loss: 811.937\tRange Loss: 0.000\tTV Loss: 0.295\tTotal Loss: 812.232\n\n 17%|#6 | 42/250 [00:23<01:58, 1.76it/s]\nCLIP Loss: 810.376\tRange Loss: 0.000\tTV Loss: 0.497\tTotal Loss: 810.874\n\n 17%|#7 | 43/250 [00:24<01:54, 1.81it/s]\nCLIP Loss: 817.985\tRange Loss: 0.000\tTV Loss: 0.418\tTotal Loss: 818.403\n\n 18%|#7 | 44/250 [00:24<01:51, 1.85it/s]\nCLIP Loss: 790.584\tRange Loss: 0.000\tTV Loss: 0.432\tTotal Loss: 791.016\n\n 18%|#8 | 45/250 [00:25<01:49, 1.88it/s]\nCLIP Loss: 786.424\tRange Loss: 0.000\tTV Loss: 0.400\tTotal Loss: 786.824\n\n 18%|#8 | 46/250 [00:25<02:00, 1.70it/s]\nCLIP Loss: 778.350\tRange Loss: 0.000\tTV Loss: 0.344\tTotal Loss: 778.695\n\n 19%|#8 | 47/250 [00:26<01:54, 1.77it/s]\nCLIP Loss: 780.495\tRange Loss: 0.000\tTV Loss: 0.349\tTotal Loss: 780.844\n\n 19%|#9 | 48/250 [00:26<01:51, 1.82it/s]\nCLIP Loss: 786.294\tRange Loss: 0.000\tTV Loss: 0.313\tTotal Loss: 786.607\n\n 20%|#9 | 49/250 [00:27<01:48, 1.85it/s]\nCLIP Loss: 785.350\tRange Loss: 0.000\tTV Loss: 0.439\tTotal Loss: 785.790\n\n 20%|## | 50/250 [00:27<01:46, 1.88it/s]\nCLIP Loss: 785.165\tRange Loss: 0.000\tTV Loss: 0.345\tTotal Loss: 785.511\n\n 20%|## | 51/250 [00:28<02:00, 1.65it/s]\nCLIP Loss: 794.279\tRange Loss: 0.000\tTV Loss: 0.368\tTotal Loss: 794.647\n\n 21%|## | 52/250 [00:29<01:54, 1.73it/s]\nCLIP Loss: 793.743\tRange Loss: 0.000\tTV Loss: 0.412\tTotal Loss: 794.156\n\n 21%|##1 | 53/250 [00:29<01:50, 1.78it/s]\nCLIP Loss: 783.720\tRange Loss: 0.000\tTV Loss: 0.277\tTotal Loss: 783.997\n\n 22%|##1 | 54/250 [00:30<01:46, 1.83it/s]\nCLIP Loss: 778.101\tRange Loss: 0.000\tTV Loss: 0.391\tTotal Loss: 778.492\n\n 22%|##2 | 55/250 [00:30<01:46, 1.84it/s]\nCLIP Loss: 782.137\tRange Loss: 0.000\tTV Loss: 0.266\tTotal Loss: 782.402\n\n 22%|##2 | 56/250 [00:31<01:58, 1.63it/s]\nCLIP Loss: 776.466\tRange Loss: 0.000\tTV Loss: 0.240\tTotal Loss: 776.706\n\n 23%|##2 | 57/250 [00:32<01:52, 1.72it/s]\nCLIP Loss: 772.802\tRange Loss: 0.000\tTV Loss: 0.272\tTotal Loss: 773.074\n\n 23%|##3 | 58/250 [00:32<01:48, 1.78it/s]\nCLIP Loss: 776.446\tRange Loss: 0.000\tTV Loss: 0.230\tTotal Loss: 776.676\n\n 24%|##3 | 59/250 [00:33<01:44, 1.83it/s]\nCLIP Loss: 779.107\tRange Loss: 0.000\tTV Loss: 0.201\tTotal Loss: 779.308\n\n 24%|##4 | 60/250 [00:33<01:42, 1.86it/s]\nCLIP Loss: 774.605\tRange Loss: 0.000\tTV Loss: 0.252\tTotal Loss: 774.858\n\n 24%|##4 | 61/250 [00:34<01:55, 1.64it/s]\nCLIP Loss: 772.023\tRange Loss: 0.000\tTV Loss: 0.291\tTotal Loss: 772.314\n\n 25%|##4 | 62/250 [00:34<01:49, 1.72it/s]\nCLIP Loss: 769.558\tRange Loss: 0.000\tTV Loss: 0.283\tTotal Loss: 769.841\n\n 25%|##5 | 63/250 [00:35<01:45, 1.77it/s]\nCLIP Loss: 775.543\tRange Loss: 0.000\tTV Loss: 0.242\tTotal Loss: 775.785\n\n 26%|##5 | 64/250 [00:35<01:42, 1.81it/s]\nCLIP Loss: 770.510\tRange Loss: 0.000\tTV Loss: 0.277\tTotal Loss: 770.788\n\n 26%|##6 | 65/250 [00:36<01:42, 1.81it/s]\nCLIP Loss: 755.966\tRange Loss: 0.000\tTV Loss: 0.321\tTotal Loss: 756.286\n\n 26%|##6 | 66/250 [00:37<01:52, 1.64it/s]\nCLIP Loss: 764.555\tRange Loss: 0.000\tTV Loss: 0.427\tTotal Loss: 764.982\n\n 27%|##6 | 67/250 [00:37<01:47, 1.70it/s]\nCLIP Loss: 771.882\tRange Loss: 0.000\tTV Loss: 0.364\tTotal Loss: 772.246\n\n 27%|##7 | 68/250 [00:38<01:43, 1.76it/s]\nCLIP Loss: 768.617\tRange Loss: 0.000\tTV Loss: 0.516\tTotal Loss: 769.133\n\n 28%|##7 | 69/250 [00:38<01:40, 1.79it/s]\nCLIP Loss: 757.344\tRange Loss: 0.000\tTV Loss: 0.482\tTotal Loss: 757.826\n\n 28%|##8 | 70/250 [00:39<01:37, 1.84it/s]\nCLIP Loss: 757.927\tRange Loss: 0.000\tTV Loss: 0.427\tTotal Loss: 758.355\n\n 28%|##8 | 71/250 [00:40<01:49, 1.63it/s]\nCLIP Loss: 753.202\tRange Loss: 0.000\tTV Loss: 0.460\tTotal Loss: 753.662\n\n 29%|##8 | 72/250 [00:40<01:44, 1.71it/s]\nCLIP Loss: 762.274\tRange Loss: 0.000\tTV Loss: 0.467\tTotal Loss: 762.741\n\n 29%|##9 | 73/250 [00:41<01:40, 1.77it/s]\nCLIP Loss: 755.565\tRange Loss: 0.000\tTV Loss: 0.476\tTotal Loss: 756.041\n\n 30%|##9 | 74/250 [00:41<01:37, 1.81it/s]\nCLIP Loss: 751.106\tRange Loss: 0.000\tTV Loss: 0.422\tTotal Loss: 751.527\n\n 30%|### | 75/250 [00:42<01:35, 1.84it/s]\nCLIP Loss: 752.904\tRange Loss: 0.000\tTV Loss: 0.426\tTotal Loss: 753.330\n\n 30%|### | 76/250 [00:42<01:48, 1.61it/s]\nCLIP Loss: 756.267\tRange Loss: 0.000\tTV Loss: 0.423\tTotal Loss: 756.690\n\n 31%|### | 77/250 [00:43<01:41, 1.70it/s]\nCLIP Loss: 751.016\tRange Loss: 0.000\tTV Loss: 0.455\tTotal Loss: 751.471\n\n 31%|###1 | 78/250 [00:43<01:37, 1.76it/s]\nCLIP Loss: 750.566\tRange Loss: 0.000\tTV Loss: 0.485\tTotal Loss: 751.050\n\n 32%|###1 | 79/250 [00:44<01:34, 1.80it/s]\nCLIP Loss: 759.430\tRange Loss: 0.000\tTV Loss: 0.433\tTotal Loss: 759.863\n\n 32%|###2 | 80/250 [00:45<01:32, 1.84it/s]\nCLIP Loss: 753.713\tRange Loss: 0.000\tTV Loss: 0.459\tTotal Loss: 754.172\n\n 32%|###2 | 81/250 [00:45<01:46, 1.59it/s]\nCLIP Loss: 756.462\tRange Loss: 0.000\tTV Loss: 0.530\tTotal Loss: 756.993\n\n 33%|###2 | 82/250 [00:46<01:39, 1.69it/s]\nCLIP Loss: 758.274\tRange Loss: 0.000\tTV Loss: 0.508\tTotal Loss: 758.782\n\n 33%|###3 | 83/250 [00:46<01:35, 1.74it/s]\nCLIP Loss: 751.328\tRange Loss: 0.000\tTV Loss: 0.517\tTotal Loss: 751.845\n\n 34%|###3 | 84/250 [00:47<01:33, 1.78it/s]\nCLIP Loss: 748.706\tRange Loss: 0.000\tTV Loss: 0.519\tTotal Loss: 749.225\n\n 34%|###4 | 85/250 [00:47<01:30, 1.83it/s]\nCLIP Loss: 754.444\tRange Loss: 0.000\tTV Loss: 0.524\tTotal Loss: 754.968\n\n 34%|###4 | 86/250 [00:48<01:43, 1.59it/s]\nCLIP Loss: 748.122\tRange Loss: 0.000\tTV Loss: 0.534\tTotal Loss: 748.656\n\n 35%|###4 | 87/250 [00:49<01:37, 1.68it/s]\nCLIP Loss: 756.972\tRange Loss: 0.000\tTV Loss: 0.474\tTotal Loss: 757.446\n\n 35%|###5 | 88/250 [00:49<01:32, 1.74it/s]\nCLIP Loss: 763.199\tRange Loss: 0.000\tTV Loss: 0.544\tTotal Loss: 763.744\n\n 36%|###5 | 89/250 [00:50<01:29, 1.80it/s]\nCLIP Loss: 770.269\tRange Loss: 0.000\tTV Loss: 0.509\tTotal Loss: 770.778\n\n 36%|###6 | 90/250 [00:50<01:28, 1.81it/s]\nCLIP Loss: 754.917\tRange Loss: 0.000\tTV Loss: 0.521\tTotal Loss: 755.438\n\n 36%|###6 | 91/250 [00:51<01:40, 1.57it/s]\nCLIP Loss: 757.130\tRange Loss: 0.000\tTV Loss: 0.497\tTotal Loss: 757.627\n\n 37%|###6 | 92/250 [00:52<01:35, 1.66it/s]\nCLIP Loss: 751.525\tRange Loss: 0.000\tTV Loss: 0.471\tTotal Loss: 751.996\n\n 37%|###7 | 93/250 [00:52<01:31, 1.72it/s]\nCLIP Loss: 755.645\tRange Loss: 0.000\tTV Loss: 0.437\tTotal Loss: 756.082\n\n 38%|###7 | 94/250 [00:53<01:27, 1.78it/s]\nCLIP Loss: 749.784\tRange Loss: 0.000\tTV Loss: 0.478\tTotal Loss: 750.262\n\n 38%|###8 | 95/250 [00:53<01:25, 1.81it/s]\nCLIP Loss: 754.462\tRange Loss: 0.000\tTV Loss: 0.510\tTotal Loss: 754.972\n\n 38%|###8 | 96/250 [00:54<01:39, 1.55it/s]\nCLIP Loss: 752.351\tRange Loss: 0.000\tTV Loss: 0.498\tTotal Loss: 752.849\n\n 39%|###8 | 97/250 [00:55<01:33, 1.65it/s]\nCLIP Loss: 749.333\tRange Loss: 0.000\tTV Loss: 0.501\tTotal Loss: 749.834\n\n 39%|###9 | 98/250 [00:55<01:28, 1.71it/s]\nCLIP Loss: 744.118\tRange Loss: 0.000\tTV Loss: 0.466\tTotal Loss: 744.585\n\n 40%|###9 | 99/250 [00:56<01:25, 1.76it/s]\nCLIP Loss: 752.921\tRange Loss: 0.000\tTV Loss: 0.491\tTotal Loss: 753.412\n\n 40%|#### | 100/250 [00:56<01:23, 1.80it/s]\nCLIP Loss: 749.102\tRange Loss: 0.000\tTV Loss: 0.547\tTotal Loss: 749.649\n\n 40%|#### | 101/250 [00:57<01:35, 1.56it/s]\nCLIP Loss: 747.837\tRange Loss: 0.000\tTV Loss: 0.538\tTotal Loss: 748.375\n\n 41%|#### | 102/250 [00:58<01:29, 1.65it/s]\nCLIP Loss: 752.054\tRange Loss: 0.000\tTV Loss: 0.567\tTotal Loss: 752.621\n\n 41%|####1 | 103/250 [00:58<01:25, 1.72it/s]\nCLIP Loss: 754.662\tRange Loss: 0.000\tTV Loss: 0.594\tTotal Loss: 755.257\n\n 42%|####1 | 104/250 [00:59<01:22, 1.77it/s]\nCLIP Loss: 753.407\tRange Loss: 0.000\tTV Loss: 0.596\tTotal Loss: 754.003\n\n 42%|####2 | 105/250 [00:59<01:20, 1.80it/s]\nCLIP Loss: 750.011\tRange Loss: 0.000\tTV Loss: 0.616\tTotal Loss: 750.628\n\n 42%|####2 | 106/250 [01:00<01:32, 1.55it/s]\nCLIP Loss: 752.421\tRange Loss: 0.000\tTV Loss: 0.642\tTotal Loss: 753.062\n\n 43%|####2 | 107/250 [01:01<01:27, 1.64it/s]\nCLIP Loss: 745.296\tRange Loss: 0.000\tTV Loss: 0.682\tTotal Loss: 745.978\n\n 43%|####3 | 108/250 [01:01<01:22, 1.71it/s]\nCLIP Loss: 738.496\tRange Loss: 0.000\tTV Loss: 0.741\tTotal Loss: 739.237\n\n 44%|####3 | 109/250 [01:02<01:20, 1.76it/s]\nCLIP Loss: 744.071\tRange Loss: 0.000\tTV Loss: 0.741\tTotal Loss: 744.813\n\n 44%|####4 | 110/250 [01:02<01:17, 1.80it/s]\nCLIP Loss: 740.844\tRange Loss: 0.000\tTV Loss: 0.790\tTotal Loss: 741.635\n\n 44%|####4 | 111/250 [01:03<01:28, 1.57it/s]\nCLIP Loss: 741.346\tRange Loss: 0.000\tTV Loss: 0.827\tTotal Loss: 742.174\n\n 45%|####4 | 112/250 [01:04<01:23, 1.66it/s]\nCLIP Loss: 734.836\tRange Loss: 0.000\tTV Loss: 0.880\tTotal Loss: 735.716\n\n 45%|####5 | 113/250 [01:04<01:19, 1.71it/s]\nCLIP Loss: 734.772\tRange Loss: 0.000\tTV Loss: 0.972\tTotal Loss: 735.744\n\n 46%|####5 | 114/250 [01:05<01:16, 1.78it/s]\nCLIP Loss: 735.792\tRange Loss: 0.000\tTV Loss: 1.042\tTotal Loss: 736.835\n\n 46%|####6 | 115/250 [01:05<01:14, 1.82it/s]\nCLIP Loss: 733.434\tRange Loss: 0.000\tTV Loss: 1.097\tTotal Loss: 734.531\n\n 46%|####6 | 116/250 [01:06<01:23, 1.60it/s]\nCLIP Loss: 734.829\tRange Loss: 0.000\tTV Loss: 1.121\tTotal Loss: 735.950\n\n 47%|####6 | 117/250 [01:06<01:19, 1.68it/s]\nCLIP Loss: 733.552\tRange Loss: 0.000\tTV Loss: 1.196\tTotal Loss: 734.748\n\n 47%|####7 | 118/250 [01:07<01:15, 1.74it/s]\nCLIP Loss: 739.124\tRange Loss: 0.000\tTV Loss: 1.228\tTotal Loss: 740.353\n\n 48%|####7 | 119/250 [01:07<01:13, 1.78it/s]\nCLIP Loss: 736.637\tRange Loss: 0.000\tTV Loss: 1.292\tTotal Loss: 737.929\n\n 48%|####8 | 120/250 [01:08<01:12, 1.80it/s]\nCLIP Loss: 739.186\tRange Loss: 0.000\tTV Loss: 1.351\tTotal Loss: 740.536\n\n 48%|####8 | 121/250 [01:09<01:21, 1.58it/s]\nCLIP Loss: 739.499\tRange Loss: 0.000\tTV Loss: 1.435\tTotal Loss: 740.934\n\n 49%|####8 | 122/250 [01:09<01:16, 1.68it/s]\nCLIP Loss: 736.174\tRange Loss: 0.000\tTV Loss: 1.470\tTotal Loss: 737.644\n\n 49%|####9 | 123/250 [01:10<01:13, 1.74it/s]\nCLIP Loss: 736.412\tRange Loss: 0.000\tTV Loss: 1.473\tTotal Loss: 737.885\n\n 50%|####9 | 124/250 [01:10<01:10, 1.79it/s]\nCLIP Loss: 737.940\tRange Loss: 0.000\tTV Loss: 1.572\tTotal Loss: 739.513\n\n 50%|##### | 125/250 [01:11<01:08, 1.83it/s]\nCLIP Loss: 735.871\tRange Loss: 0.000\tTV Loss: 1.631\tTotal Loss: 737.502\n\n 50%|##### | 126/250 [01:12<01:18, 1.59it/s]\nCLIP Loss: 739.819\tRange Loss: 0.000\tTV Loss: 1.785\tTotal Loss: 741.604\n\n 51%|##### | 127/250 [01:12<01:13, 1.67it/s]\nCLIP Loss: 737.745\tRange Loss: 0.000\tTV Loss: 1.870\tTotal Loss: 739.615\n\n 51%|#####1 | 128/250 [01:13<01:11, 1.72it/s]\nCLIP Loss: 741.785\tRange Loss: 0.000\tTV Loss: 1.981\tTotal Loss: 743.766\n\n 52%|#####1 | 129/250 [01:13<01:08, 1.77it/s]\nCLIP Loss: 738.588\tRange Loss: 0.000\tTV Loss: 2.115\tTotal Loss: 740.702\n\n 52%|#####2 | 130/250 [01:14<01:06, 1.81it/s]\nCLIP Loss: 743.030\tRange Loss: 0.000\tTV Loss: 2.256\tTotal Loss: 745.287\n\n 52%|#####2 | 131/250 [01:15<01:15, 1.57it/s]\nCLIP Loss: 741.720\tRange Loss: 0.000\tTV Loss: 2.332\tTotal Loss: 744.052\n\n 53%|#####2 | 132/250 [01:15<01:10, 1.66it/s]\nCLIP Loss: 739.550\tRange Loss: 0.000\tTV Loss: 2.430\tTotal Loss: 741.980\n\n 53%|#####3 | 133/250 [01:16<01:08, 1.72it/s]\nCLIP Loss: 737.003\tRange Loss: 0.000\tTV Loss: 2.536\tTotal Loss: 739.538\n\n 54%|#####3 | 134/250 [01:16<01:05, 1.77it/s]\nCLIP Loss: 740.262\tRange Loss: 0.000\tTV Loss: 2.744\tTotal Loss: 743.007\n\n 54%|#####4 | 135/250 [01:17<01:03, 1.81it/s]\nCLIP Loss: 737.843\tRange Loss: 0.000\tTV Loss: 2.965\tTotal Loss: 740.808\n\n 54%|#####4 | 136/250 [01:18<01:12, 1.57it/s]\nCLIP Loss: 739.030\tRange Loss: 0.000\tTV Loss: 3.120\tTotal Loss: 742.150\n\n 55%|#####4 | 137/250 [01:18<01:08, 1.66it/s]\nCLIP Loss: 743.227\tRange Loss: 0.000\tTV Loss: 3.335\tTotal Loss: 746.562\n\n 55%|#####5 | 138/250 [01:19<01:05, 1.72it/s]\nCLIP Loss: 740.380\tRange Loss: 0.000\tTV Loss: 3.510\tTotal Loss: 743.890\n\n 56%|#####5 | 139/250 [01:19<01:02, 1.77it/s]\nCLIP Loss: 739.552\tRange Loss: 0.000\tTV Loss: 3.720\tTotal Loss: 743.272\n\n 56%|#####6 | 140/250 [01:20<01:00, 1.81it/s]\nCLIP Loss: 740.956\tRange Loss: 0.000\tTV Loss: 3.876\tTotal Loss: 744.832\n\n 56%|#####6 | 141/250 [01:21<01:11, 1.52it/s]\nCLIP Loss: 743.139\tRange Loss: 0.000\tTV Loss: 4.094\tTotal Loss: 747.234\n\n 57%|#####6 | 142/250 [01:21<01:06, 1.62it/s]\nCLIP Loss: 743.627\tRange Loss: 0.000\tTV Loss: 4.271\tTotal Loss: 747.898\n\n 57%|#####7 | 143/250 [01:22<01:03, 1.69it/s]\nCLIP Loss: 738.335\tRange Loss: 0.000\tTV Loss: 4.469\tTotal Loss: 742.804\n\n 58%|#####7 | 144/250 [01:22<01:00, 1.74it/s]\nCLIP Loss: 736.982\tRange Loss: 0.000\tTV Loss: 4.692\tTotal Loss: 741.674\n\n 58%|#####8 | 145/250 [01:23<00:58, 1.79it/s]\nCLIP Loss: 739.400\tRange Loss: 0.000\tTV Loss: 4.933\tTotal Loss: 744.333\n\n 58%|#####8 | 146/250 [01:24<01:06, 1.57it/s]\nCLIP Loss: 740.732\tRange Loss: 0.000\tTV Loss: 5.284\tTotal Loss: 746.016\n\n 59%|#####8 | 147/250 [01:24<01:02, 1.64it/s]\nCLIP Loss: 741.303\tRange Loss: 0.000\tTV Loss: 5.598\tTotal Loss: 746.900\n\n 59%|#####9 | 148/250 [01:25<00:59, 1.71it/s]\nCLIP Loss: 741.627\tRange Loss: 0.000\tTV Loss: 5.948\tTotal Loss: 747.575\n\n 60%|#####9 | 149/250 [01:25<00:57, 1.75it/s]\nCLIP Loss: 740.364\tRange Loss: 0.000\tTV Loss: 6.279\tTotal Loss: 746.643\n\n 60%|###### | 150/250 [01:26<00:56, 1.78it/s]\nCLIP Loss: 741.077\tRange Loss: 0.000\tTV Loss: 6.653\tTotal Loss: 747.730\n\n 60%|###### | 151/250 [01:27<01:03, 1.57it/s]\nCLIP Loss: 741.130\tRange Loss: 0.000\tTV Loss: 6.997\tTotal Loss: 748.127\n\n 61%|###### | 152/250 [01:27<00:59, 1.66it/s]\nCLIP Loss: 746.775\tRange Loss: 0.000\tTV Loss: 7.395\tTotal Loss: 754.170\n\n 61%|######1 | 153/250 [01:28<00:56, 1.71it/s]\nCLIP Loss: 740.528\tRange Loss: 0.000\tTV Loss: 7.761\tTotal Loss: 748.289\n\n 62%|######1 | 154/250 [01:28<00:54, 1.77it/s]\nCLIP Loss: 742.593\tRange Loss: 0.000\tTV Loss: 8.063\tTotal Loss: 750.655\n\n 62%|######2 | 155/250 [01:29<00:52, 1.81it/s]\nCLIP Loss: 741.575\tRange Loss: 0.000\tTV Loss: 8.503\tTotal Loss: 750.078\n\n 62%|######2 | 156/250 [01:29<00:59, 1.59it/s]\nCLIP Loss: 745.231\tRange Loss: 0.000\tTV Loss: 8.851\tTotal Loss: 754.082\n\n 63%|######2 | 157/250 [01:30<00:55, 1.66it/s]\nCLIP Loss: 744.731\tRange Loss: 0.000\tTV Loss: 9.299\tTotal Loss: 754.030\n\n 63%|######3 | 158/250 [01:31<00:53, 1.73it/s]\nCLIP Loss: 749.594\tRange Loss: 0.000\tTV Loss: 9.727\tTotal Loss: 759.321\n\n 64%|######3 | 159/250 [01:31<00:51, 1.78it/s]\nCLIP Loss: 750.365\tRange Loss: 0.000\tTV Loss: 10.153\tTotal Loss: 760.518\n\n 64%|######4 | 160/250 [01:32<00:49, 1.82it/s]\nCLIP Loss: 752.472\tRange Loss: 0.000\tTV Loss: 10.661\tTotal Loss: 763.133\n\n 64%|######4 | 161/250 [01:32<00:56, 1.57it/s]\nCLIP Loss: 747.407\tRange Loss: 0.000\tTV Loss: 11.198\tTotal Loss: 758.605\n\n 65%|######4 | 162/250 [01:33<00:52, 1.66it/s]\nCLIP Loss: 746.623\tRange Loss: 0.000\tTV Loss: 11.736\tTotal Loss: 758.358\n\n 65%|######5 | 163/250 [01:33<00:50, 1.71it/s]\nCLIP Loss: 752.189\tRange Loss: 0.000\tTV Loss: 12.234\tTotal Loss: 764.424\n\n 66%|######5 | 164/250 [01:34<00:48, 1.76it/s]\nCLIP Loss: 745.828\tRange Loss: 0.000\tTV Loss: 12.761\tTotal Loss: 758.589\n\n 66%|######6 | 165/250 [01:35<00:47, 1.80it/s]\nCLIP Loss: 749.569\tRange Loss: 0.000\tTV Loss: 13.566\tTotal Loss: 763.135\n\n 66%|######6 | 166/250 [01:35<00:53, 1.56it/s]\nCLIP Loss: 745.167\tRange Loss: 0.000\tTV Loss: 14.098\tTotal Loss: 759.265\n\n 67%|######6 | 167/250 [01:36<00:50, 1.65it/s]\nCLIP Loss: 749.097\tRange Loss: 0.000\tTV Loss: 14.731\tTotal Loss: 763.829\n\n 67%|######7 | 168/250 [01:36<00:48, 1.70it/s]\nCLIP Loss: 743.618\tRange Loss: 0.000\tTV Loss: 15.259\tTotal Loss: 758.878\n\n 68%|######7 | 169/250 [01:37<00:46, 1.74it/s]\nCLIP Loss: 753.454\tRange Loss: 0.000\tTV Loss: 15.883\tTotal Loss: 769.337\n\n 68%|######8 | 170/250 [01:38<00:44, 1.79it/s]\nCLIP Loss: 754.131\tRange Loss: 0.000\tTV Loss: 16.595\tTotal Loss: 770.727\n\n 68%|######8 | 171/250 [01:38<00:49, 1.60it/s]\nCLIP Loss: 753.683\tRange Loss: 0.000\tTV Loss: 17.328\tTotal Loss: 771.011\n\n 69%|######8 | 172/250 [01:39<00:46, 1.69it/s]\nCLIP Loss: 749.822\tRange Loss: 0.000\tTV Loss: 18.123\tTotal Loss: 767.945\n\n 69%|######9 | 173/250 [01:39<00:44, 1.73it/s]\nCLIP Loss: 750.979\tRange Loss: 0.000\tTV Loss: 18.681\tTotal Loss: 769.660\n\n 70%|######9 | 174/250 [01:40<00:43, 1.76it/s]\nCLIP Loss: 752.987\tRange Loss: 0.000\tTV Loss: 19.471\tTotal Loss: 772.458\n\n 70%|####### | 175/250 [01:40<00:41, 1.80it/s]\nCLIP Loss: 756.641\tRange Loss: 0.000\tTV Loss: 20.124\tTotal Loss: 776.765\n\n 70%|####### | 176/250 [01:41<00:46, 1.60it/s]\nCLIP Loss: 757.512\tRange Loss: 0.000\tTV Loss: 20.897\tTotal Loss: 778.409\n\n 71%|####### | 177/250 [01:42<00:43, 1.68it/s]\nCLIP Loss: 764.736\tRange Loss: 0.000\tTV Loss: 21.792\tTotal Loss: 786.528\n\n 71%|#######1 | 178/250 [01:42<00:41, 1.74it/s]\nCLIP Loss: 760.149\tRange Loss: 0.000\tTV Loss: 22.466\tTotal Loss: 782.616\n\n 72%|#######1 | 179/250 [01:43<00:40, 1.77it/s]\nCLIP Loss: 765.597\tRange Loss: 0.000\tTV Loss: 23.229\tTotal Loss: 788.827\n\n 72%|#######2 | 180/250 [01:43<00:38, 1.80it/s]\nCLIP Loss: 759.942\tRange Loss: 0.000\tTV Loss: 24.046\tTotal Loss: 783.988\n\n 72%|#######2 | 181/250 [01:44<00:42, 1.61it/s]\nCLIP Loss: 764.321\tRange Loss: 0.000\tTV Loss: 24.722\tTotal Loss: 789.043\n\n 73%|#######2 | 182/250 [01:45<00:40, 1.67it/s]\nCLIP Loss: 757.441\tRange Loss: 0.000\tTV Loss: 25.525\tTotal Loss: 782.965\n\n 73%|#######3 | 183/250 [01:45<00:39, 1.71it/s]\nCLIP Loss: 763.461\tRange Loss: 0.000\tTV Loss: 26.292\tTotal Loss: 789.753\n\n 74%|#######3 | 184/250 [01:46<00:37, 1.76it/s]\nCLIP Loss: 761.225\tRange Loss: 0.000\tTV Loss: 26.924\tTotal Loss: 788.149\n\n 74%|#######4 | 185/250 [01:46<00:36, 1.80it/s]\nCLIP Loss: 756.323\tRange Loss: 0.000\tTV Loss: 27.706\tTotal Loss: 784.029\n\n 74%|#######4 | 186/250 [01:47<00:41, 1.55it/s]\nCLIP Loss: 754.955\tRange Loss: 0.000\tTV Loss: 28.631\tTotal Loss: 783.586\n\n 75%|#######4 | 187/250 [01:48<00:38, 1.64it/s]\nCLIP Loss: 758.283\tRange Loss: 0.000\tTV Loss: 29.323\tTotal Loss: 787.606\n\n 75%|#######5 | 188/250 [01:48<00:36, 1.69it/s]\nCLIP Loss: 761.253\tRange Loss: 0.000\tTV Loss: 30.147\tTotal Loss: 791.400\n\n 76%|#######5 | 189/250 [01:49<00:35, 1.74it/s]\nCLIP Loss: 762.496\tRange Loss: 0.000\tTV Loss: 30.849\tTotal Loss: 793.345\n\n 76%|#######6 | 190/250 [01:49<00:33, 1.78it/s]\nCLIP Loss: 764.092\tRange Loss: 0.000\tTV Loss: 31.589\tTotal Loss: 795.682\n\n 76%|#######6 | 191/250 [01:50<00:37, 1.56it/s]\nCLIP Loss: 763.870\tRange Loss: 0.000\tTV Loss: 32.506\tTotal Loss: 796.375\n\n 77%|#######6 | 192/250 [01:51<00:35, 1.66it/s]\nCLIP Loss: 765.944\tRange Loss: 0.000\tTV Loss: 33.269\tTotal Loss: 799.213\n\n 77%|#######7 | 193/250 [01:51<00:33, 1.71it/s]\nCLIP Loss: 765.308\tRange Loss: 0.000\tTV Loss: 34.111\tTotal Loss: 799.420\n\n 78%|#######7 | 194/250 [01:52<00:31, 1.76it/s]\nCLIP Loss: 765.193\tRange Loss: 0.000\tTV Loss: 34.817\tTotal Loss: 800.010\n\n 78%|#######8 | 195/250 [01:52<00:30, 1.79it/s]\nCLIP Loss: 768.717\tRange Loss: 0.000\tTV Loss: 35.517\tTotal Loss: 804.234\n\n 78%|#######8 | 196/250 [01:53<00:34, 1.57it/s]\nCLIP Loss: 769.833\tRange Loss: 0.000\tTV Loss: 36.181\tTotal Loss: 806.015\n\n 79%|#######8 | 197/250 [01:54<00:31, 1.66it/s]\nCLIP Loss: 768.347\tRange Loss: 0.000\tTV Loss: 36.872\tTotal Loss: 805.219\n\n 79%|#######9 | 198/250 [01:54<00:30, 1.70it/s]\nCLIP Loss: 766.815\tRange Loss: 0.000\tTV Loss: 37.552\tTotal Loss: 804.367\n\n 80%|#######9 | 199/250 [01:55<00:29, 1.76it/s]\nCLIP Loss: 764.746\tRange Loss: 0.000\tTV Loss: 38.051\tTotal Loss: 802.796\n\n 80%|######## | 200/250 [01:55<00:27, 1.79it/s]\nCLIP Loss: 762.289\tRange Loss: 0.000\tTV Loss: 38.307\tTotal Loss: 800.595\n\n 80%|######## | 201/250 [01:56<00:30, 1.59it/s]\nCLIP Loss: 768.136\tRange Loss: 0.000\tTV Loss: 38.805\tTotal Loss: 806.941\n\n 81%|######## | 202/250 [01:56<00:28, 1.68it/s]\nCLIP Loss: 766.239\tRange Loss: 0.000\tTV Loss: 39.195\tTotal Loss: 805.434\n\n 81%|########1 | 203/250 [01:57<00:27, 1.73it/s]\nCLIP Loss: 767.220\tRange Loss: 0.000\tTV Loss: 39.527\tTotal Loss: 806.747\n\n 82%|########1 | 204/250 [01:58<00:25, 1.77it/s]\nCLIP Loss: 764.663\tRange Loss: 0.000\tTV Loss: 39.775\tTotal Loss: 804.438\n\n 82%|########2 | 205/250 [01:58<00:25, 1.79it/s]\nCLIP Loss: 766.929\tRange Loss: 0.000\tTV Loss: 40.002\tTotal Loss: 806.931\n\n 82%|########2 | 206/250 [01:59<00:27, 1.59it/s]\nCLIP Loss: 763.549\tRange Loss: 0.000\tTV Loss: 40.053\tTotal Loss: 803.602\n\n 83%|########2 | 207/250 [01:59<00:25, 1.67it/s]\nCLIP Loss: 770.198\tRange Loss: 0.000\tTV Loss: 40.097\tTotal Loss: 810.295\n\n 83%|########3 | 208/250 [02:00<00:24, 1.72it/s]\nCLIP Loss: 768.024\tRange Loss: 0.000\tTV Loss: 40.305\tTotal Loss: 808.329\n\n 84%|########3 | 209/250 [02:00<00:23, 1.75it/s]\nCLIP Loss: 766.895\tRange Loss: 0.000\tTV Loss: 40.287\tTotal Loss: 807.182\n\n 84%|########4 | 210/250 [02:01<00:22, 1.78it/s]\nCLIP Loss: 765.244\tRange Loss: 0.000\tTV Loss: 40.335\tTotal Loss: 805.579\n\n 84%|########4 | 211/250 [02:02<00:24, 1.59it/s]\nCLIP Loss: 768.180\tRange Loss: 0.000\tTV Loss: 40.204\tTotal Loss: 808.384\n\n 85%|########4 | 212/250 [02:02<00:22, 1.67it/s]\nCLIP Loss: 767.311\tRange Loss: 0.000\tTV Loss: 39.969\tTotal Loss: 807.280\n\n 85%|########5 | 213/250 [02:03<00:21, 1.72it/s]\nCLIP Loss: 766.987\tRange Loss: 0.000\tTV Loss: 39.770\tTotal Loss: 806.757\n\n 86%|########5 | 214/250 [02:03<00:20, 1.75it/s]\nCLIP Loss: 764.865\tRange Loss: 0.000\tTV Loss: 39.586\tTotal Loss: 804.451\n\n 86%|########6 | 215/250 [02:04<00:19, 1.79it/s]\nCLIP Loss: 769.518\tRange Loss: 0.000\tTV Loss: 39.161\tTotal Loss: 808.679\n\n 86%|########6 | 216/250 [02:05<00:21, 1.59it/s]\nCLIP Loss: 768.164\tRange Loss: 0.000\tTV Loss: 38.687\tTotal Loss: 806.851\n\n 87%|########6 | 217/250 [02:05<00:19, 1.67it/s]\nCLIP Loss: 771.833\tRange Loss: 0.000\tTV Loss: 38.164\tTotal Loss: 809.997\n\n 87%|########7 | 218/250 [02:06<00:18, 1.73it/s]\nCLIP Loss: 769.974\tRange Loss: 0.000\tTV Loss: 37.518\tTotal Loss: 807.492\n\n 88%|########7 | 219/250 [02:06<00:17, 1.77it/s]\nCLIP Loss: 769.081\tRange Loss: 0.000\tTV Loss: 36.881\tTotal Loss: 805.962\n\n 88%|########8 | 220/250 [02:07<00:16, 1.81it/s]\nCLIP Loss: 772.201\tRange Loss: 0.000\tTV Loss: 36.231\tTotal Loss: 808.431\n\n 88%|########8 | 221/250 [02:08<00:18, 1.61it/s]\nCLIP Loss: 764.208\tRange Loss: 0.000\tTV Loss: 35.419\tTotal Loss: 799.627\n\n 89%|########8 | 222/250 [02:08<00:16, 1.67it/s]\nCLIP Loss: 767.696\tRange Loss: 0.000\tTV Loss: 34.588\tTotal Loss: 802.284\n\n 89%|########9 | 223/250 [02:09<00:15, 1.73it/s]\nCLIP Loss: 772.226\tRange Loss: 0.000\tTV Loss: 33.699\tTotal Loss: 805.924\n\n 90%|########9 | 224/250 [02:09<00:14, 1.76it/s]\nCLIP Loss: 777.545\tRange Loss: 0.000\tTV Loss: 32.735\tTotal Loss: 810.280\n\n 90%|######### | 225/250 [02:10<00:13, 1.79it/s]\nCLIP Loss: 772.524\tRange Loss: 0.000\tTV Loss: 31.700\tTotal Loss: 804.224\n\n 90%|######### | 226/250 [02:11<00:15, 1.56it/s]\nCLIP Loss: 768.964\tRange Loss: 0.000\tTV Loss: 30.587\tTotal Loss: 799.551\n\n 91%|######### | 227/250 [02:11<00:13, 1.64it/s]\nCLIP Loss: 769.216\tRange Loss: 0.000\tTV Loss: 29.470\tTotal Loss: 798.685\n\n 91%|#########1| 228/250 [02:12<00:12, 1.70it/s]\nCLIP Loss: 768.657\tRange Loss: 0.000\tTV Loss: 28.245\tTotal Loss: 796.902\n\n 92%|#########1| 229/250 [02:12<00:12, 1.73it/s]\nCLIP Loss: 766.730\tRange Loss: 0.000\tTV Loss: 26.906\tTotal Loss: 793.636\n\n 92%|#########2| 230/250 [02:13<00:11, 1.77it/s]\nCLIP Loss: 767.440\tRange Loss: 0.000\tTV Loss: 25.632\tTotal Loss: 793.073\n\n 92%|#########2| 231/250 [02:14<00:12, 1.55it/s]\nCLIP Loss: 761.352\tRange Loss: 0.000\tTV Loss: 24.323\tTotal Loss: 785.675\n\n 93%|#########2| 232/250 [02:14<00:10, 1.64it/s]\nCLIP Loss: 769.796\tRange Loss: 0.000\tTV Loss: 22.990\tTotal Loss: 792.786\n\n 93%|#########3| 233/250 [02:15<00:10, 1.70it/s]\nCLIP Loss: 765.307\tRange Loss: 0.000\tTV Loss: 21.627\tTotal Loss: 786.934\n\n 94%|#########3| 234/250 [02:15<00:09, 1.74it/s]\nCLIP Loss: 764.172\tRange Loss: 0.000\tTV Loss: 20.226\tTotal Loss: 784.398\n\n 94%|#########3| 235/250 [02:16<00:08, 1.77it/s]\nCLIP Loss: 760.262\tRange Loss: 0.000\tTV Loss: 18.843\tTotal Loss: 779.105\n\n 94%|#########4| 236/250 [02:17<00:08, 1.59it/s]\nCLIP Loss: 757.753\tRange Loss: 0.000\tTV Loss: 17.431\tTotal Loss: 775.184\n\n 95%|#########4| 237/250 [02:17<00:07, 1.68it/s]\nCLIP Loss: 767.952\tRange Loss: 0.000\tTV Loss: 16.045\tTotal Loss: 783.997\n\n 95%|#########5| 238/250 [02:18<00:06, 1.73it/s]\nCLIP Loss: 758.178\tRange Loss: 0.000\tTV Loss: 14.689\tTotal Loss: 772.868\n\n 96%|#########5| 239/250 [02:18<00:06, 1.77it/s]\nCLIP Loss: 764.937\tRange Loss: 0.000\tTV Loss: 13.378\tTotal Loss: 778.315\n\n 96%|#########6| 240/250 [02:19<00:05, 1.78it/s]\nCLIP Loss: 758.875\tRange Loss: 0.000\tTV Loss: 12.103\tTotal Loss: 770.978\n\n 96%|#########6| 241/250 [02:19<00:05, 1.61it/s]\nCLIP Loss: 767.817\tRange Loss: 0.000\tTV Loss: 10.898\tTotal Loss: 778.714\n\n 97%|#########6| 242/250 [02:20<00:04, 1.68it/s]\nCLIP Loss: 776.808\tRange Loss: 0.000\tTV Loss: 9.749\tTotal Loss: 786.557\n\n 97%|#########7| 243/250 [02:21<00:04, 1.72it/s]\nCLIP Loss: 774.291\tRange Loss: 0.000\tTV Loss: 8.646\tTotal Loss: 782.937\n\n 98%|#########7| 244/250 [02:21<00:03, 1.76it/s]\nCLIP Loss: 769.563\tRange Loss: 0.000\tTV Loss: 7.649\tTotal Loss: 777.212\n\n 98%|#########8| 245/250 [02:22<00:02, 1.80it/s]\nCLIP Loss: 766.908\tRange Loss: 0.000\tTV Loss: 6.731\tTotal Loss: 773.638\n\n 98%|#########8| 246/250 [02:22<00:02, 1.63it/s]\nCLIP Loss: 763.152\tRange Loss: 0.000\tTV Loss: 5.931\tTotal Loss: 769.083\n\n 99%|#########8| 247/250 [02:23<00:01, 1.71it/s]\nCLIP Loss: 756.826\tRange Loss: 0.000\tTV Loss: 5.259\tTotal Loss: 762.085\n\n 99%|#########9| 248/250 [02:23<00:01, 1.74it/s]\nCLIP Loss: 760.763\tRange Loss: 0.000\tTV Loss: 4.716\tTotal Loss: 765.480\n\n100%|#########9| 249/250 [02:24<00:00, 1.78it/s]\nCLIP Loss: 768.008\tRange Loss: 0.000\tTV Loss: 4.297\tTotal Loss: 772.304\n\n100%|##########| 250/250 [02:25<00:00, 1.61it/s]\n\n100%|##########| 250/250 [02:25<00:00, 1.72it/s]", "metrics": { "total_time": 206.304397 }, "output": [ { "file": "https://replicate.delivery/mgxm/ab5896f9-7967-47e4-81f4-d68c28098dd4/0000.png" }, { "file": "https://replicate.delivery/mgxm/93233a28-f3f9-4c4b-b773-bf31a1a7a926/0005.png" }, { "file": "https://replicate.delivery/mgxm/469a11aa-98cb-4075-85fe-5a27890e8593/0010.png" }, { "file": "https://replicate.delivery/mgxm/e559ed24-8785-4ab1-bf11-39ab53d89f55/0015.png" }, { "file": "https://replicate.delivery/mgxm/5040d642-7fe3-456b-a163-b605e3f6e9f3/0020.png" }, { "file": "https://replicate.delivery/mgxm/9ac735cd-5a26-4bb0-8e09-40a2eef35e88/0025.png" }, { "file": "https://replicate.delivery/mgxm/28f6a6c4-9391-49cf-8dc2-a9d91ab33179/0030.png" }, { "file": "https://replicate.delivery/mgxm/1e62737c-fdc4-46fa-9d31-17bdebe75238/0035.png" }, { "file": "https://replicate.delivery/mgxm/7c5b8829-4edf-4415-b231-4e999564c6e2/0040.png" }, { "file": "https://replicate.delivery/mgxm/c1953ceb-2b26-4022-b8f3-85d3adc4eac0/0045.png" }, { "file": "https://replicate.delivery/mgxm/8e08c37b-ba47-4143-8771-7a7814334a3f/0050.png" }, { "file": "https://replicate.delivery/mgxm/8ad232dc-b160-45fc-b00d-3be88a04d1c9/0055.png" }, { "file": "https://replicate.delivery/mgxm/3ce619b6-a802-4da6-8453-b3710d5b9f17/0060.png" }, { "file": "https://replicate.delivery/mgxm/5199799f-6341-495a-b4a7-a8590956c52d/0065.png" }, { "file": "https://replicate.delivery/mgxm/43c1763c-052f-4281-b74c-beb2ac75d341/0070.png" }, { "file": "https://replicate.delivery/mgxm/7ba418ed-20dd-4078-9d15-89e2ab8bb9e0/0075.png" }, { "file": "https://replicate.delivery/mgxm/e9aeb705-a58e-410a-a35f-4b3373be34ba/0080.png" }, { "file": "https://replicate.delivery/mgxm/2eaa1292-81eb-4259-8672-a2ba15ed190d/0085.png" }, { "file": "https://replicate.delivery/mgxm/3e15ccac-f9f3-4a98-afef-2fa010ae2002/0090.png" }, { "file": "https://replicate.delivery/mgxm/c24a7f8e-f389-466f-b46a-0839d61e552d/0095.png" }, { "file": "https://replicate.delivery/mgxm/084f3570-ebcf-4f36-90cf-a3b0769b3ba6/0100.png" }, { "file": "https://replicate.delivery/mgxm/efc579e1-09c4-4f5c-bafe-f6e30d28196c/0105.png" }, { "file": "https://replicate.delivery/mgxm/bfdd5336-3a7e-488e-8ea1-e53adb4539dd/0110.png" }, { "file": "https://replicate.delivery/mgxm/ad03af55-c347-4408-bcd2-f11a245af27c/0115.png" }, { "file": "https://replicate.delivery/mgxm/66ae07b0-a402-40e7-9afa-c2e6127d85e1/0120.png" }, { "file": "https://replicate.delivery/mgxm/03de79c0-db2d-406d-a642-66e64ed3f488/0125.png" }, { "file": "https://replicate.delivery/mgxm/565e101b-634c-4146-9616-14b47a377470/0130.png" }, { "file": "https://replicate.delivery/mgxm/4fed3b43-5a11-4e96-82ea-544401797046/0135.png" }, { "file": "https://replicate.delivery/mgxm/e9ce07f2-81a5-48a9-9be4-56bd9d332c37/0140.png" }, { "file": "https://replicate.delivery/mgxm/cb06830a-6731-454f-835f-4e94e7abf6a7/0145.png" }, { "file": "https://replicate.delivery/mgxm/1365b35a-96f4-4e7c-8ef1-e82779bf1ac1/0150.png" }, { "file": "https://replicate.delivery/mgxm/05e65316-3faf-4c27-a8de-9af0a2034e29/0155.png" }, { "file": "https://replicate.delivery/mgxm/83a978f2-6a0c-46dd-817b-b2cf26356365/0160.png" }, { "file": "https://replicate.delivery/mgxm/8ee1576f-2259-4154-9263-7ca476a13476/0165.png" }, { "file": "https://replicate.delivery/mgxm/c4abfa59-2596-489d-aa18-f57c7915eefa/0170.png" }, { "file": "https://replicate.delivery/mgxm/bf5011d7-ed8a-4a43-abc0-01e6e5dc04f0/0175.png" }, { "file": "https://replicate.delivery/mgxm/5aeca293-8cab-4493-b98f-1db107072707/0180.png" }, { "file": "https://replicate.delivery/mgxm/63ecbc1b-4848-4416-aa53-7fac31fdc911/0185.png" }, { "file": "https://replicate.delivery/mgxm/dbfcd19a-b898-47dd-96a3-44e3e67e83aa/0190.png" }, { "file": "https://replicate.delivery/mgxm/abefa94a-ced5-4d6f-832f-2ddf98f3e951/0195.png" }, { "file": "https://replicate.delivery/mgxm/ecb81dcd-198a-48d3-b3d2-40143bd83a89/0200.png" }, { "file": "https://replicate.delivery/mgxm/c6a8d740-cdcd-4605-9353-a4600e967775/0205.png" }, { "file": "https://replicate.delivery/mgxm/326611b1-b6c1-40d1-ae4a-a3e1dee36cc6/0210.png" }, { "file": "https://replicate.delivery/mgxm/b908f1c5-97db-4aad-8598-13b41d20d671/0215.png" }, { "file": "https://replicate.delivery/mgxm/de30740e-b7c0-4a40-b87d-e66ad969f6a5/0220.png" }, { "file": "https://replicate.delivery/mgxm/48c9316c-7ccd-402c-b510-2174e5a66d2f/0225.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. Loading clip model ViT-B/32 on device cuda. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 945.946 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 954.025 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<03:54, 1.06it/s] CLIP Loss: 951.519 Range Loss: 0.001 TV Loss: 5.366 Total Loss: 956.886 1%| | 2/250 [00:01<02:49, 1.47it/s] CLIP Loss: 937.032 Range Loss: 0.001 TV Loss: 5.129 Total Loss: 942.161 1%|1 | 3/250 [00:01<02:29, 1.65it/s] CLIP Loss: 925.222 Range Loss: 0.000 TV Loss: 5.389 Total Loss: 930.611 2%|1 | 4/250 [00:02<02:19, 1.77it/s] CLIP Loss: 919.786 Range Loss: 0.001 TV Loss: 3.634 Total Loss: 923.420 2%|2 | 5/250 [00:02<02:13, 1.84it/s] CLIP Loss: 910.807 Range Loss: 0.000 TV Loss: 2.765 Total Loss: 913.572 2%|2 | 6/250 [00:03<02:27, 1.66it/s] CLIP Loss: 915.802 Range Loss: 0.000 TV Loss: 3.258 Total Loss: 919.060 3%|2 | 7/250 [00:04<02:20, 1.73it/s] CLIP Loss: 903.241 Range Loss: 0.000 TV Loss: 4.787 Total Loss: 908.028 3%|3 | 8/250 [00:04<02:15, 1.79it/s] CLIP Loss: 907.109 Range Loss: 0.000 TV Loss: 3.951 Total Loss: 911.060 4%|3 | 9/250 [00:05<02:11, 1.83it/s] CLIP Loss: 896.056 Range Loss: 0.000 TV Loss: 3.648 Total Loss: 899.704 4%|4 | 10/250 [00:05<02:08, 1.87it/s] CLIP Loss: 886.584 Range Loss: 0.000 TV Loss: 3.875 Total Loss: 890.460 4%|4 | 11/250 [00:06<02:17, 1.74it/s] CLIP Loss: 882.879 Range Loss: 0.000 TV Loss: 3.597 Total Loss: 886.476 5%|4 | 12/250 [00:06<02:11, 1.80it/s] CLIP Loss: 880.251 Range Loss: 0.000 TV Loss: 2.769 Total Loss: 883.021 5%|5 | 13/250 [00:07<02:07, 1.85it/s] CLIP Loss: 888.228 Range Loss: 0.000 TV Loss: 2.403 Total Loss: 890.631 6%|5 | 14/250 [00:07<02:04, 1.89it/s] CLIP Loss: 881.178 Range Loss: 0.000 TV Loss: 2.273 Total Loss: 883.451 6%|6 | 15/250 [00:08<02:02, 1.91it/s] CLIP Loss: 874.629 Range Loss: 0.000 TV Loss: 2.748 Total Loss: 877.377 6%|6 | 16/250 [00:09<02:15, 1.72it/s] CLIP Loss: 886.328 Range Loss: 0.000 TV Loss: 2.010 Total Loss: 888.337 7%|6 | 17/250 [00:09<02:09, 1.80it/s] CLIP Loss: 880.148 Range Loss: 0.000 TV Loss: 2.232 Total Loss: 882.380 7%|7 | 18/250 [00:10<02:06, 1.84it/s] CLIP Loss: 880.756 Range Loss: 0.000 TV Loss: 1.808 Total Loss: 882.564 8%|7 | 19/250 [00:10<02:02, 1.88it/s] CLIP Loss: 884.813 Range Loss: 0.000 TV Loss: 1.388 Total Loss: 886.201 8%|8 | 20/250 [00:11<02:01, 1.89it/s] CLIP Loss: 881.050 Range Loss: 0.000 TV Loss: 1.373 Total Loss: 882.423 8%|8 | 21/250 [00:11<02:12, 1.72it/s] CLIP Loss: 874.941 Range Loss: 0.000 TV Loss: 1.263 Total Loss: 876.204 9%|8 | 22/250 [00:12<02:07, 1.79it/s] CLIP Loss: 879.045 Range Loss: 0.000 TV Loss: 1.338 Total Loss: 880.383 9%|9 | 23/250 [00:12<02:04, 1.83it/s] CLIP Loss: 874.622 Range Loss: 0.000 TV Loss: 1.394 Total Loss: 876.016 10%|9 | 24/250 [00:13<02:00, 1.87it/s] CLIP Loss: 870.015 Range Loss: 0.000 TV Loss: 1.464 Total Loss: 871.479 10%|# | 25/250 [00:13<01:59, 1.89it/s] CLIP Loss: 863.812 Range Loss: 0.000 TV Loss: 1.415 Total Loss: 865.227 10%|# | 26/250 [00:14<02:09, 1.73it/s] CLIP Loss: 863.305 Range Loss: 0.000 TV Loss: 1.240 Total Loss: 864.545 11%|# | 27/250 [00:15<02:04, 1.79it/s] CLIP Loss: 856.791 Range Loss: 0.000 TV Loss: 0.875 Total Loss: 857.666 11%|#1 | 28/250 [00:15<02:01, 1.82it/s] CLIP Loss: 850.385 Range Loss: 0.000 TV Loss: 0.928 Total Loss: 851.314 12%|#1 | 29/250 [00:16<01:58, 1.86it/s] CLIP Loss: 853.376 Range Loss: 0.000 TV Loss: 0.933 Total Loss: 854.308 12%|#2 | 30/250 [00:16<01:56, 1.89it/s] CLIP Loss: 864.146 Range Loss: 0.000 TV Loss: 0.658 Total Loss: 864.804 12%|#2 | 31/250 [00:17<02:08, 1.70it/s] CLIP Loss: 852.936 Range Loss: 0.000 TV Loss: 0.582 Total Loss: 853.518 13%|#2 | 32/250 [00:17<02:03, 1.77it/s] CLIP Loss: 853.639 Range Loss: 0.000 TV Loss: 0.575 Total Loss: 854.214 13%|#3 | 33/250 [00:18<02:00, 1.81it/s] CLIP Loss: 847.660 Range Loss: 0.000 TV Loss: 0.470 Total Loss: 848.130 14%|#3 | 34/250 [00:18<01:56, 1.85it/s] CLIP Loss: 853.310 Range Loss: 0.000 TV Loss: 0.521 Total Loss: 853.831 14%|#4 | 35/250 [00:19<01:55, 1.86it/s] CLIP Loss: 842.357 Range Loss: 0.000 TV Loss: 0.518 Total Loss: 842.875 14%|#4 | 36/250 [00:20<02:07, 1.68it/s] CLIP Loss: 849.981 Range Loss: 0.000 TV Loss: 0.522 Total Loss: 850.503 15%|#4 | 37/250 [00:20<02:01, 1.75it/s] CLIP Loss: 835.263 Range Loss: 0.000 TV Loss: 0.371 Total Loss: 835.634 15%|#5 | 38/250 [00:21<01:58, 1.79it/s] CLIP Loss: 827.266 Range Loss: 0.000 TV Loss: 0.420 Total Loss: 827.685 16%|#5 | 39/250 [00:21<01:55, 1.82it/s] CLIP Loss: 819.172 Range Loss: 0.000 TV Loss: 0.309 Total Loss: 819.481 16%|#6 | 40/250 [00:22<01:53, 1.86it/s] CLIP Loss: 819.081 Range Loss: 0.000 TV Loss: 0.404 Total Loss: 819.484 16%|#6 | 41/250 [00:23<02:03, 1.69it/s] CLIP Loss: 811.937 Range Loss: 0.000 TV Loss: 0.295 Total Loss: 812.232 17%|#6 | 42/250 [00:23<01:58, 1.76it/s] CLIP Loss: 810.376 Range Loss: 0.000 TV Loss: 0.497 Total Loss: 810.874 17%|#7 | 43/250 [00:24<01:54, 1.81it/s] CLIP Loss: 817.985 Range Loss: 0.000 TV Loss: 0.418 Total Loss: 818.403 18%|#7 | 44/250 [00:24<01:51, 1.85it/s] CLIP Loss: 790.584 Range Loss: 0.000 TV Loss: 0.432 Total Loss: 791.016 18%|#8 | 45/250 [00:25<01:49, 1.88it/s] CLIP Loss: 786.424 Range Loss: 0.000 TV Loss: 0.400 Total Loss: 786.824 18%|#8 | 46/250 [00:25<02:00, 1.70it/s] CLIP Loss: 778.350 Range Loss: 0.000 TV Loss: 0.344 Total Loss: 778.695 19%|#8 | 47/250 [00:26<01:54, 1.77it/s] CLIP Loss: 780.495 Range Loss: 0.000 TV Loss: 0.349 Total Loss: 780.844 19%|#9 | 48/250 [00:26<01:51, 1.82it/s] CLIP Loss: 786.294 Range Loss: 0.000 TV Loss: 0.313 Total Loss: 786.607 20%|#9 | 49/250 [00:27<01:48, 1.85it/s] CLIP Loss: 785.350 Range Loss: 0.000 TV Loss: 0.439 Total Loss: 785.790 20%|## | 50/250 [00:27<01:46, 1.88it/s] CLIP Loss: 785.165 Range Loss: 0.000 TV Loss: 0.345 Total Loss: 785.511 20%|## | 51/250 [00:28<02:00, 1.65it/s] CLIP Loss: 794.279 Range Loss: 0.000 TV Loss: 0.368 Total Loss: 794.647 21%|## | 52/250 [00:29<01:54, 1.73it/s] CLIP Loss: 793.743 Range Loss: 0.000 TV Loss: 0.412 Total Loss: 794.156 21%|##1 | 53/250 [00:29<01:50, 1.78it/s] CLIP Loss: 783.720 Range Loss: 0.000 TV Loss: 0.277 Total Loss: 783.997 22%|##1 | 54/250 [00:30<01:46, 1.83it/s] CLIP Loss: 778.101 Range Loss: 0.000 TV Loss: 0.391 Total Loss: 778.492 22%|##2 | 55/250 [00:30<01:46, 1.84it/s] CLIP Loss: 782.137 Range Loss: 0.000 TV Loss: 0.266 Total Loss: 782.402 22%|##2 | 56/250 [00:31<01:58, 1.63it/s] CLIP Loss: 776.466 Range Loss: 0.000 TV Loss: 0.240 Total Loss: 776.706 23%|##2 | 57/250 [00:32<01:52, 1.72it/s] CLIP Loss: 772.802 Range Loss: 0.000 TV Loss: 0.272 Total Loss: 773.074 23%|##3 | 58/250 [00:32<01:48, 1.78it/s] CLIP Loss: 776.446 Range Loss: 0.000 TV Loss: 0.230 Total Loss: 776.676 24%|##3 | 59/250 [00:33<01:44, 1.83it/s] CLIP Loss: 779.107 Range Loss: 0.000 TV Loss: 0.201 Total Loss: 779.308 24%|##4 | 60/250 [00:33<01:42, 1.86it/s] CLIP Loss: 774.605 Range Loss: 0.000 TV Loss: 0.252 Total Loss: 774.858 24%|##4 | 61/250 [00:34<01:55, 1.64it/s] CLIP Loss: 772.023 Range Loss: 0.000 TV Loss: 0.291 Total Loss: 772.314 25%|##4 | 62/250 [00:34<01:49, 1.72it/s] CLIP Loss: 769.558 Range Loss: 0.000 TV Loss: 0.283 Total Loss: 769.841 25%|##5 | 63/250 [00:35<01:45, 1.77it/s] CLIP Loss: 775.543 Range Loss: 0.000 TV Loss: 0.242 Total Loss: 775.785 26%|##5 | 64/250 [00:35<01:42, 1.81it/s] CLIP Loss: 770.510 Range Loss: 0.000 TV Loss: 0.277 Total Loss: 770.788 26%|##6 | 65/250 [00:36<01:42, 1.81it/s] CLIP Loss: 755.966 Range Loss: 0.000 TV Loss: 0.321 Total Loss: 756.286 26%|##6 | 66/250 [00:37<01:52, 1.64it/s] CLIP Loss: 764.555 Range Loss: 0.000 TV Loss: 0.427 Total Loss: 764.982 27%|##6 | 67/250 [00:37<01:47, 1.70it/s] CLIP Loss: 771.882 Range Loss: 0.000 TV Loss: 0.364 Total Loss: 772.246 27%|##7 | 68/250 [00:38<01:43, 1.76it/s] CLIP Loss: 768.617 Range Loss: 0.000 TV Loss: 0.516 Total Loss: 769.133 28%|##7 | 69/250 [00:38<01:40, 1.79it/s] CLIP Loss: 757.344 Range Loss: 0.000 TV Loss: 0.482 Total Loss: 757.826 28%|##8 | 70/250 [00:39<01:37, 1.84it/s] CLIP Loss: 757.927 Range Loss: 0.000 TV Loss: 0.427 Total Loss: 758.355 28%|##8 | 71/250 [00:40<01:49, 1.63it/s] CLIP Loss: 753.202 Range Loss: 0.000 TV Loss: 0.460 Total Loss: 753.662 29%|##8 | 72/250 [00:40<01:44, 1.71it/s] CLIP Loss: 762.274 Range Loss: 0.000 TV Loss: 0.467 Total Loss: 762.741 29%|##9 | 73/250 [00:41<01:40, 1.77it/s] CLIP Loss: 755.565 Range Loss: 0.000 TV Loss: 0.476 Total Loss: 756.041 30%|##9 | 74/250 [00:41<01:37, 1.81it/s] CLIP Loss: 751.106 Range Loss: 0.000 TV Loss: 0.422 Total Loss: 751.527 30%|### | 75/250 [00:42<01:35, 1.84it/s] CLIP Loss: 752.904 Range Loss: 0.000 TV Loss: 0.426 Total Loss: 753.330 30%|### | 76/250 [00:42<01:48, 1.61it/s] CLIP Loss: 756.267 Range Loss: 0.000 TV Loss: 0.423 Total Loss: 756.690 31%|### | 77/250 [00:43<01:41, 1.70it/s] CLIP Loss: 751.016 Range Loss: 0.000 TV Loss: 0.455 Total Loss: 751.471 31%|###1 | 78/250 [00:43<01:37, 1.76it/s] CLIP Loss: 750.566 Range Loss: 0.000 TV Loss: 0.485 Total Loss: 751.050 32%|###1 | 79/250 [00:44<01:34, 1.80it/s] CLIP Loss: 759.430 Range Loss: 0.000 TV Loss: 0.433 Total Loss: 759.863 32%|###2 | 80/250 [00:45<01:32, 1.84it/s] CLIP Loss: 753.713 Range Loss: 0.000 TV Loss: 0.459 Total Loss: 754.172 32%|###2 | 81/250 [00:45<01:46, 1.59it/s] CLIP Loss: 756.462 Range Loss: 0.000 TV Loss: 0.530 Total Loss: 756.993 33%|###2 | 82/250 [00:46<01:39, 1.69it/s] CLIP Loss: 758.274 Range Loss: 0.000 TV Loss: 0.508 Total Loss: 758.782 33%|###3 | 83/250 [00:46<01:35, 1.74it/s] CLIP Loss: 751.328 Range Loss: 0.000 TV Loss: 0.517 Total Loss: 751.845 34%|###3 | 84/250 [00:47<01:33, 1.78it/s] CLIP Loss: 748.706 Range Loss: 0.000 TV Loss: 0.519 Total Loss: 749.225 34%|###4 | 85/250 [00:47<01:30, 1.83it/s] CLIP Loss: 754.444 Range Loss: 0.000 TV Loss: 0.524 Total Loss: 754.968 34%|###4 | 86/250 [00:48<01:43, 1.59it/s] CLIP Loss: 748.122 Range Loss: 0.000 TV Loss: 0.534 Total Loss: 748.656 35%|###4 | 87/250 [00:49<01:37, 1.68it/s] CLIP Loss: 756.972 Range Loss: 0.000 TV Loss: 0.474 Total Loss: 757.446 35%|###5 | 88/250 [00:49<01:32, 1.74it/s] CLIP Loss: 763.199 Range Loss: 0.000 TV Loss: 0.544 Total Loss: 763.744 36%|###5 | 89/250 [00:50<01:29, 1.80it/s] CLIP Loss: 770.269 Range Loss: 0.000 TV Loss: 0.509 Total Loss: 770.778 36%|###6 | 90/250 [00:50<01:28, 1.81it/s] CLIP Loss: 754.917 Range Loss: 0.000 TV Loss: 0.521 Total Loss: 755.438 36%|###6 | 91/250 [00:51<01:40, 1.57it/s] CLIP Loss: 757.130 Range Loss: 0.000 TV Loss: 0.497 Total Loss: 757.627 37%|###6 | 92/250 [00:52<01:35, 1.66it/s] CLIP Loss: 751.525 Range Loss: 0.000 TV Loss: 0.471 Total Loss: 751.996 37%|###7 | 93/250 [00:52<01:31, 1.72it/s] CLIP Loss: 755.645 Range Loss: 0.000 TV Loss: 0.437 Total Loss: 756.082 38%|###7 | 94/250 [00:53<01:27, 1.78it/s] CLIP Loss: 749.784 Range Loss: 0.000 TV Loss: 0.478 Total Loss: 750.262 38%|###8 | 95/250 [00:53<01:25, 1.81it/s] CLIP Loss: 754.462 Range Loss: 0.000 TV Loss: 0.510 Total Loss: 754.972 38%|###8 | 96/250 [00:54<01:39, 1.55it/s] CLIP Loss: 752.351 Range Loss: 0.000 TV Loss: 0.498 Total Loss: 752.849 39%|###8 | 97/250 [00:55<01:33, 1.65it/s] CLIP Loss: 749.333 Range Loss: 0.000 TV Loss: 0.501 Total Loss: 749.834 39%|###9 | 98/250 [00:55<01:28, 1.71it/s] CLIP Loss: 744.118 Range Loss: 0.000 TV Loss: 0.466 Total Loss: 744.585 40%|###9 | 99/250 [00:56<01:25, 1.76it/s] CLIP Loss: 752.921 Range Loss: 0.000 TV Loss: 0.491 Total Loss: 753.412 40%|#### | 100/250 [00:56<01:23, 1.80it/s] CLIP Loss: 749.102 Range Loss: 0.000 TV Loss: 0.547 Total Loss: 749.649 40%|#### | 101/250 [00:57<01:35, 1.56it/s] CLIP Loss: 747.837 Range Loss: 0.000 TV Loss: 0.538 Total Loss: 748.375 41%|#### | 102/250 [00:58<01:29, 1.65it/s] CLIP Loss: 752.054 Range Loss: 0.000 TV Loss: 0.567 Total Loss: 752.621 41%|####1 | 103/250 [00:58<01:25, 1.72it/s] CLIP Loss: 754.662 Range Loss: 0.000 TV Loss: 0.594 Total Loss: 755.257 42%|####1 | 104/250 [00:59<01:22, 1.77it/s] CLIP Loss: 753.407 Range Loss: 0.000 TV Loss: 0.596 Total Loss: 754.003 42%|####2 | 105/250 [00:59<01:20, 1.80it/s] CLIP Loss: 750.011 Range Loss: 0.000 TV Loss: 0.616 Total Loss: 750.628 42%|####2 | 106/250 [01:00<01:32, 1.55it/s] CLIP Loss: 752.421 Range Loss: 0.000 TV Loss: 0.642 Total Loss: 753.062 43%|####2 | 107/250 [01:01<01:27, 1.64it/s] CLIP Loss: 745.296 Range Loss: 0.000 TV Loss: 0.682 Total Loss: 745.978 43%|####3 | 108/250 [01:01<01:22, 1.71it/s] CLIP Loss: 738.496 Range Loss: 0.000 TV Loss: 0.741 Total Loss: 739.237 44%|####3 | 109/250 [01:02<01:20, 1.76it/s] CLIP Loss: 744.071 Range Loss: 0.000 TV Loss: 0.741 Total Loss: 744.813 44%|####4 | 110/250 [01:02<01:17, 1.80it/s] CLIP Loss: 740.844 Range Loss: 0.000 TV Loss: 0.790 Total Loss: 741.635 44%|####4 | 111/250 [01:03<01:28, 1.57it/s] CLIP Loss: 741.346 Range Loss: 0.000 TV Loss: 0.827 Total Loss: 742.174 45%|####4 | 112/250 [01:04<01:23, 1.66it/s] CLIP Loss: 734.836 Range Loss: 0.000 TV Loss: 0.880 Total Loss: 735.716 45%|####5 | 113/250 [01:04<01:19, 1.71it/s] CLIP Loss: 734.772 Range Loss: 0.000 TV Loss: 0.972 Total Loss: 735.744 46%|####5 | 114/250 [01:05<01:16, 1.78it/s] CLIP Loss: 735.792 Range Loss: 0.000 TV Loss: 1.042 Total Loss: 736.835 46%|####6 | 115/250 [01:05<01:14, 1.82it/s] CLIP Loss: 733.434 Range Loss: 0.000 TV Loss: 1.097 Total Loss: 734.531 46%|####6 | 116/250 [01:06<01:23, 1.60it/s] CLIP Loss: 734.829 Range Loss: 0.000 TV Loss: 1.121 Total Loss: 735.950 47%|####6 | 117/250 [01:06<01:19, 1.68it/s] CLIP Loss: 733.552 Range Loss: 0.000 TV Loss: 1.196 Total Loss: 734.748 47%|####7 | 118/250 [01:07<01:15, 1.74it/s] CLIP Loss: 739.124 Range Loss: 0.000 TV Loss: 1.228 Total Loss: 740.353 48%|####7 | 119/250 [01:07<01:13, 1.78it/s] CLIP Loss: 736.637 Range Loss: 0.000 TV Loss: 1.292 Total Loss: 737.929 48%|####8 | 120/250 [01:08<01:12, 1.80it/s] CLIP Loss: 739.186 Range Loss: 0.000 TV Loss: 1.351 Total Loss: 740.536 48%|####8 | 121/250 [01:09<01:21, 1.58it/s] CLIP Loss: 739.499 Range Loss: 0.000 TV Loss: 1.435 Total Loss: 740.934 49%|####8 | 122/250 [01:09<01:16, 1.68it/s] CLIP Loss: 736.174 Range Loss: 0.000 TV Loss: 1.470 Total Loss: 737.644 49%|####9 | 123/250 [01:10<01:13, 1.74it/s] CLIP Loss: 736.412 Range Loss: 0.000 TV Loss: 1.473 Total Loss: 737.885 50%|####9 | 124/250 [01:10<01:10, 1.79it/s] CLIP Loss: 737.940 Range Loss: 0.000 TV Loss: 1.572 Total Loss: 739.513 50%|##### | 125/250 [01:11<01:08, 1.83it/s] CLIP Loss: 735.871 Range Loss: 0.000 TV Loss: 1.631 Total Loss: 737.502 50%|##### | 126/250 [01:12<01:18, 1.59it/s] CLIP Loss: 739.819 Range Loss: 0.000 TV Loss: 1.785 Total Loss: 741.604 51%|##### | 127/250 [01:12<01:13, 1.67it/s] CLIP Loss: 737.745 Range Loss: 0.000 TV Loss: 1.870 Total Loss: 739.615 51%|#####1 | 128/250 [01:13<01:11, 1.72it/s] CLIP Loss: 741.785 Range Loss: 0.000 TV Loss: 1.981 Total Loss: 743.766 52%|#####1 | 129/250 [01:13<01:08, 1.77it/s] CLIP Loss: 738.588 Range Loss: 0.000 TV Loss: 2.115 Total Loss: 740.702 52%|#####2 | 130/250 [01:14<01:06, 1.81it/s] CLIP Loss: 743.030 Range Loss: 0.000 TV Loss: 2.256 Total Loss: 745.287 52%|#####2 | 131/250 [01:15<01:15, 1.57it/s] CLIP Loss: 741.720 Range Loss: 0.000 TV Loss: 2.332 Total Loss: 744.052 53%|#####2 | 132/250 [01:15<01:10, 1.66it/s] CLIP Loss: 739.550 Range Loss: 0.000 TV Loss: 2.430 Total Loss: 741.980 53%|#####3 | 133/250 [01:16<01:08, 1.72it/s] CLIP Loss: 737.003 Range Loss: 0.000 TV Loss: 2.536 Total Loss: 739.538 54%|#####3 | 134/250 [01:16<01:05, 1.77it/s] CLIP Loss: 740.262 Range Loss: 0.000 TV Loss: 2.744 Total Loss: 743.007 54%|#####4 | 135/250 [01:17<01:03, 1.81it/s] CLIP Loss: 737.843 Range Loss: 0.000 TV Loss: 2.965 Total Loss: 740.808 54%|#####4 | 136/250 [01:18<01:12, 1.57it/s] CLIP Loss: 739.030 Range Loss: 0.000 TV Loss: 3.120 Total Loss: 742.150 55%|#####4 | 137/250 [01:18<01:08, 1.66it/s] CLIP Loss: 743.227 Range Loss: 0.000 TV Loss: 3.335 Total Loss: 746.562 55%|#####5 | 138/250 [01:19<01:05, 1.72it/s] CLIP Loss: 740.380 Range Loss: 0.000 TV Loss: 3.510 Total Loss: 743.890 56%|#####5 | 139/250 [01:19<01:02, 1.77it/s] CLIP Loss: 739.552 Range Loss: 0.000 TV Loss: 3.720 Total Loss: 743.272 56%|#####6 | 140/250 [01:20<01:00, 1.81it/s] CLIP Loss: 740.956 Range Loss: 0.000 TV Loss: 3.876 Total Loss: 744.832 56%|#####6 | 141/250 [01:21<01:11, 1.52it/s] CLIP Loss: 743.139 Range Loss: 0.000 TV Loss: 4.094 Total Loss: 747.234 57%|#####6 | 142/250 [01:21<01:06, 1.62it/s] CLIP Loss: 743.627 Range Loss: 0.000 TV Loss: 4.271 Total Loss: 747.898 57%|#####7 | 143/250 [01:22<01:03, 1.69it/s] CLIP Loss: 738.335 Range Loss: 0.000 TV Loss: 4.469 Total Loss: 742.804 58%|#####7 | 144/250 [01:22<01:00, 1.74it/s] CLIP Loss: 736.982 Range Loss: 0.000 TV Loss: 4.692 Total Loss: 741.674 58%|#####8 | 145/250 [01:23<00:58, 1.79it/s] CLIP Loss: 739.400 Range Loss: 0.000 TV Loss: 4.933 Total Loss: 744.333 58%|#####8 | 146/250 [01:24<01:06, 1.57it/s] CLIP Loss: 740.732 Range Loss: 0.000 TV Loss: 5.284 Total Loss: 746.016 59%|#####8 | 147/250 [01:24<01:02, 1.64it/s] CLIP Loss: 741.303 Range Loss: 0.000 TV Loss: 5.598 Total Loss: 746.900 59%|#####9 | 148/250 [01:25<00:59, 1.71it/s] CLIP Loss: 741.627 Range Loss: 0.000 TV Loss: 5.948 Total Loss: 747.575 60%|#####9 | 149/250 [01:25<00:57, 1.75it/s] CLIP Loss: 740.364 Range Loss: 0.000 TV Loss: 6.279 Total Loss: 746.643 60%|###### | 150/250 [01:26<00:56, 1.78it/s] CLIP Loss: 741.077 Range Loss: 0.000 TV Loss: 6.653 Total Loss: 747.730 60%|###### | 151/250 [01:27<01:03, 1.57it/s] CLIP Loss: 741.130 Range Loss: 0.000 TV Loss: 6.997 Total Loss: 748.127 61%|###### | 152/250 [01:27<00:59, 1.66it/s] CLIP Loss: 746.775 Range Loss: 0.000 TV Loss: 7.395 Total Loss: 754.170 61%|######1 | 153/250 [01:28<00:56, 1.71it/s] CLIP Loss: 740.528 Range Loss: 0.000 TV Loss: 7.761 Total Loss: 748.289 62%|######1 | 154/250 [01:28<00:54, 1.77it/s] CLIP Loss: 742.593 Range Loss: 0.000 TV Loss: 8.063 Total Loss: 750.655 62%|######2 | 155/250 [01:29<00:52, 1.81it/s] CLIP Loss: 741.575 Range Loss: 0.000 TV Loss: 8.503 Total Loss: 750.078 62%|######2 | 156/250 [01:29<00:59, 1.59it/s] CLIP Loss: 745.231 Range Loss: 0.000 TV Loss: 8.851 Total Loss: 754.082 63%|######2 | 157/250 [01:30<00:55, 1.66it/s] CLIP Loss: 744.731 Range Loss: 0.000 TV Loss: 9.299 Total Loss: 754.030 63%|######3 | 158/250 [01:31<00:53, 1.73it/s] CLIP Loss: 749.594 Range Loss: 0.000 TV Loss: 9.727 Total Loss: 759.321 64%|######3 | 159/250 [01:31<00:51, 1.78it/s] CLIP Loss: 750.365 Range Loss: 0.000 TV Loss: 10.153 Total Loss: 760.518 64%|######4 | 160/250 [01:32<00:49, 1.82it/s] CLIP Loss: 752.472 Range Loss: 0.000 TV Loss: 10.661 Total Loss: 763.133 64%|######4 | 161/250 [01:32<00:56, 1.57it/s] CLIP Loss: 747.407 Range Loss: 0.000 TV Loss: 11.198 Total Loss: 758.605 65%|######4 | 162/250 [01:33<00:52, 1.66it/s] CLIP Loss: 746.623 Range Loss: 0.000 TV Loss: 11.736 Total Loss: 758.358 65%|######5 | 163/250 [01:33<00:50, 1.71it/s] CLIP Loss: 752.189 Range Loss: 0.000 TV Loss: 12.234 Total Loss: 764.424 66%|######5 | 164/250 [01:34<00:48, 1.76it/s] CLIP Loss: 745.828 Range Loss: 0.000 TV Loss: 12.761 Total Loss: 758.589 66%|######6 | 165/250 [01:35<00:47, 1.80it/s] CLIP Loss: 749.569 Range Loss: 0.000 TV Loss: 13.566 Total Loss: 763.135 66%|######6 | 166/250 [01:35<00:53, 1.56it/s] CLIP Loss: 745.167 Range Loss: 0.000 TV Loss: 14.098 Total Loss: 759.265 67%|######6 | 167/250 [01:36<00:50, 1.65it/s] CLIP Loss: 749.097 Range Loss: 0.000 TV Loss: 14.731 Total Loss: 763.829 67%|######7 | 168/250 [01:36<00:48, 1.70it/s] CLIP Loss: 743.618 Range Loss: 0.000 TV Loss: 15.259 Total Loss: 758.878 68%|######7 | 169/250 [01:37<00:46, 1.74it/s] CLIP Loss: 753.454 Range Loss: 0.000 TV Loss: 15.883 Total Loss: 769.337 68%|######8 | 170/250 [01:38<00:44, 1.79it/s] CLIP Loss: 754.131 Range Loss: 0.000 TV Loss: 16.595 Total Loss: 770.727 68%|######8 | 171/250 [01:38<00:49, 1.60it/s] CLIP Loss: 753.683 Range Loss: 0.000 TV Loss: 17.328 Total Loss: 771.011 69%|######8 | 172/250 [01:39<00:46, 1.69it/s] CLIP Loss: 749.822 Range Loss: 0.000 TV Loss: 18.123 Total Loss: 767.945 69%|######9 | 173/250 [01:39<00:44, 1.73it/s] CLIP Loss: 750.979 Range Loss: 0.000 TV Loss: 18.681 Total Loss: 769.660 70%|######9 | 174/250 [01:40<00:43, 1.76it/s] CLIP Loss: 752.987 Range Loss: 0.000 TV Loss: 19.471 Total Loss: 772.458 70%|####### | 175/250 [01:40<00:41, 1.80it/s] CLIP Loss: 756.641 Range Loss: 0.000 TV Loss: 20.124 Total Loss: 776.765 70%|####### | 176/250 [01:41<00:46, 1.60it/s] CLIP Loss: 757.512 Range Loss: 0.000 TV Loss: 20.897 Total Loss: 778.409 71%|####### | 177/250 [01:42<00:43, 1.68it/s] CLIP Loss: 764.736 Range Loss: 0.000 TV Loss: 21.792 Total Loss: 786.528 71%|#######1 | 178/250 [01:42<00:41, 1.74it/s] CLIP Loss: 760.149 Range Loss: 0.000 TV Loss: 22.466 Total Loss: 782.616 72%|#######1 | 179/250 [01:43<00:40, 1.77it/s] CLIP Loss: 765.597 Range Loss: 0.000 TV Loss: 23.229 Total Loss: 788.827 72%|#######2 | 180/250 [01:43<00:38, 1.80it/s] CLIP Loss: 759.942 Range Loss: 0.000 TV Loss: 24.046 Total Loss: 783.988 72%|#######2 | 181/250 [01:44<00:42, 1.61it/s] CLIP Loss: 764.321 Range Loss: 0.000 TV Loss: 24.722 Total Loss: 789.043 73%|#######2 | 182/250 [01:45<00:40, 1.67it/s] CLIP Loss: 757.441 Range Loss: 0.000 TV Loss: 25.525 Total Loss: 782.965 73%|#######3 | 183/250 [01:45<00:39, 1.71it/s] CLIP Loss: 763.461 Range Loss: 0.000 TV Loss: 26.292 Total Loss: 789.753 74%|#######3 | 184/250 [01:46<00:37, 1.76it/s] CLIP Loss: 761.225 Range Loss: 0.000 TV Loss: 26.924 Total Loss: 788.149 74%|#######4 | 185/250 [01:46<00:36, 1.80it/s] CLIP Loss: 756.323 Range Loss: 0.000 TV Loss: 27.706 Total Loss: 784.029 74%|#######4 | 186/250 [01:47<00:41, 1.55it/s] CLIP Loss: 754.955 Range Loss: 0.000 TV Loss: 28.631 Total Loss: 783.586 75%|#######4 | 187/250 [01:48<00:38, 1.64it/s] CLIP Loss: 758.283 Range Loss: 0.000 TV Loss: 29.323 Total Loss: 787.606 75%|#######5 | 188/250 [01:48<00:36, 1.69it/s] CLIP Loss: 761.253 Range Loss: 0.000 TV Loss: 30.147 Total Loss: 791.400 76%|#######5 | 189/250 [01:49<00:35, 1.74it/s] CLIP Loss: 762.496 Range Loss: 0.000 TV Loss: 30.849 Total Loss: 793.345 76%|#######6 | 190/250 [01:49<00:33, 1.78it/s] CLIP Loss: 764.092 Range Loss: 0.000 TV Loss: 31.589 Total Loss: 795.682 76%|#######6 | 191/250 [01:50<00:37, 1.56it/s] CLIP Loss: 763.870 Range Loss: 0.000 TV Loss: 32.506 Total Loss: 796.375 77%|#######6 | 192/250 [01:51<00:35, 1.66it/s] CLIP Loss: 765.944 Range Loss: 0.000 TV Loss: 33.269 Total Loss: 799.213 77%|#######7 | 193/250 [01:51<00:33, 1.71it/s] CLIP Loss: 765.308 Range Loss: 0.000 TV Loss: 34.111 Total Loss: 799.420 78%|#######7 | 194/250 [01:52<00:31, 1.76it/s] CLIP Loss: 765.193 Range Loss: 0.000 TV Loss: 34.817 Total Loss: 800.010 78%|#######8 | 195/250 [01:52<00:30, 1.79it/s] CLIP Loss: 768.717 Range Loss: 0.000 TV Loss: 35.517 Total Loss: 804.234 78%|#######8 | 196/250 [01:53<00:34, 1.57it/s] CLIP Loss: 769.833 Range Loss: 0.000 TV Loss: 36.181 Total Loss: 806.015 79%|#######8 | 197/250 [01:54<00:31, 1.66it/s] CLIP Loss: 768.347 Range Loss: 0.000 TV Loss: 36.872 Total Loss: 805.219 79%|#######9 | 198/250 [01:54<00:30, 1.70it/s] CLIP Loss: 766.815 Range Loss: 0.000 TV Loss: 37.552 Total Loss: 804.367 80%|#######9 | 199/250 [01:55<00:29, 1.76it/s] CLIP Loss: 764.746 Range Loss: 0.000 TV Loss: 38.051 Total Loss: 802.796 80%|######## | 200/250 [01:55<00:27, 1.79it/s] CLIP Loss: 762.289 Range Loss: 0.000 TV Loss: 38.307 Total Loss: 800.595 80%|######## | 201/250 [01:56<00:30, 1.59it/s] CLIP Loss: 768.136 Range Loss: 0.000 TV Loss: 38.805 Total Loss: 806.941 81%|######## | 202/250 [01:56<00:28, 1.68it/s] CLIP Loss: 766.239 Range Loss: 0.000 TV Loss: 39.195 Total Loss: 805.434 81%|########1 | 203/250 [01:57<00:27, 1.73it/s] CLIP Loss: 767.220 Range Loss: 0.000 TV Loss: 39.527 Total Loss: 806.747 82%|########1 | 204/250 [01:58<00:25, 1.77it/s] CLIP Loss: 764.663 Range Loss: 0.000 TV Loss: 39.775 Total Loss: 804.438 82%|########2 | 205/250 [01:58<00:25, 1.79it/s] CLIP Loss: 766.929 Range Loss: 0.000 TV Loss: 40.002 Total Loss: 806.931 82%|########2 | 206/250 [01:59<00:27, 1.59it/s] CLIP Loss: 763.549 Range Loss: 0.000 TV Loss: 40.053 Total Loss: 803.602 83%|########2 | 207/250 [01:59<00:25, 1.67it/s] CLIP Loss: 770.198 Range Loss: 0.000 TV Loss: 40.097 Total Loss: 810.295 83%|########3 | 208/250 [02:00<00:24, 1.72it/s] CLIP Loss: 768.024 Range Loss: 0.000 TV Loss: 40.305 Total Loss: 808.329 84%|########3 | 209/250 [02:00<00:23, 1.75it/s] CLIP Loss: 766.895 Range Loss: 0.000 TV Loss: 40.287 Total Loss: 807.182 84%|########4 | 210/250 [02:01<00:22, 1.78it/s] CLIP Loss: 765.244 Range Loss: 0.000 TV Loss: 40.335 Total Loss: 805.579 84%|########4 | 211/250 [02:02<00:24, 1.59it/s] CLIP Loss: 768.180 Range Loss: 0.000 TV Loss: 40.204 Total Loss: 808.384 85%|########4 | 212/250 [02:02<00:22, 1.67it/s] CLIP Loss: 767.311 Range Loss: 0.000 TV Loss: 39.969 Total Loss: 807.280 85%|########5 | 213/250 [02:03<00:21, 1.72it/s] CLIP Loss: 766.987 Range Loss: 0.000 TV Loss: 39.770 Total Loss: 806.757 86%|########5 | 214/250 [02:03<00:20, 1.75it/s] CLIP Loss: 764.865 Range Loss: 0.000 TV Loss: 39.586 Total Loss: 804.451 86%|########6 | 215/250 [02:04<00:19, 1.79it/s] CLIP Loss: 769.518 Range Loss: 0.000 TV Loss: 39.161 Total Loss: 808.679 86%|########6 | 216/250 [02:05<00:21, 1.59it/s] CLIP Loss: 768.164 Range Loss: 0.000 TV Loss: 38.687 Total Loss: 806.851 87%|########6 | 217/250 [02:05<00:19, 1.67it/s] CLIP Loss: 771.833 Range Loss: 0.000 TV Loss: 38.164 Total Loss: 809.997 87%|########7 | 218/250 [02:06<00:18, 1.73it/s] CLIP Loss: 769.974 Range Loss: 0.000 TV Loss: 37.518 Total Loss: 807.492 88%|########7 | 219/250 [02:06<00:17, 1.77it/s] CLIP Loss: 769.081 Range Loss: 0.000 TV Loss: 36.881 Total Loss: 805.962 88%|########8 | 220/250 [02:07<00:16, 1.81it/s] CLIP Loss: 772.201 Range Loss: 0.000 TV Loss: 36.231 Total Loss: 808.431 88%|########8 | 221/250 [02:08<00:18, 1.61it/s] CLIP Loss: 764.208 Range Loss: 0.000 TV Loss: 35.419 Total Loss: 799.627 89%|########8 | 222/250 [02:08<00:16, 1.67it/s] CLIP Loss: 767.696 Range Loss: 0.000 TV Loss: 34.588 Total Loss: 802.284 89%|########9 | 223/250 [02:09<00:15, 1.73it/s] CLIP Loss: 772.226 Range Loss: 0.000 TV Loss: 33.699 Total Loss: 805.924 90%|########9 | 224/250 [02:09<00:14, 1.76it/s] CLIP Loss: 777.545 Range Loss: 0.000 TV Loss: 32.735 Total Loss: 810.280 90%|######### | 225/250 [02:10<00:13, 1.79it/s] CLIP Loss: 772.524 Range Loss: 0.000 TV Loss: 31.700 Total Loss: 804.224 90%|######### | 226/250 [02:11<00:15, 1.56it/s] CLIP Loss: 768.964 Range Loss: 0.000 TV Loss: 30.587 Total Loss: 799.551 91%|######### | 227/250 [02:11<00:13, 1.64it/s] CLIP Loss: 769.216 Range Loss: 0.000 TV Loss: 29.470 Total Loss: 798.685 91%|#########1| 228/250 [02:12<00:12, 1.70it/s] CLIP Loss: 768.657 Range Loss: 0.000 TV Loss: 28.245 Total Loss: 796.902 92%|#########1| 229/250 [02:12<00:12, 1.73it/s] CLIP Loss: 766.730 Range Loss: 0.000 TV Loss: 26.906 Total Loss: 793.636 92%|#########2| 230/250 [02:13<00:11, 1.77it/s] CLIP Loss: 767.440 Range Loss: 0.000 TV Loss: 25.632 Total Loss: 793.073 92%|#########2| 231/250 [02:14<00:12, 1.55it/s] CLIP Loss: 761.352 Range Loss: 0.000 TV Loss: 24.323 Total Loss: 785.675 93%|#########2| 232/250 [02:14<00:10, 1.64it/s] CLIP Loss: 769.796 Range Loss: 0.000 TV Loss: 22.990 Total Loss: 792.786 93%|#########3| 233/250 [02:15<00:10, 1.70it/s] CLIP Loss: 765.307 Range Loss: 0.000 TV Loss: 21.627 Total Loss: 786.934 94%|#########3| 234/250 [02:15<00:09, 1.74it/s] CLIP Loss: 764.172 Range Loss: 0.000 TV Loss: 20.226 Total Loss: 784.398 94%|#########3| 235/250 [02:16<00:08, 1.77it/s] CLIP Loss: 760.262 Range Loss: 0.000 TV Loss: 18.843 Total Loss: 779.105 94%|#########4| 236/250 [02:17<00:08, 1.59it/s] CLIP Loss: 757.753 Range Loss: 0.000 TV Loss: 17.431 Total Loss: 775.184 95%|#########4| 237/250 [02:17<00:07, 1.68it/s] CLIP Loss: 767.952 Range Loss: 0.000 TV Loss: 16.045 Total Loss: 783.997 95%|#########5| 238/250 [02:18<00:06, 1.73it/s] CLIP Loss: 758.178 Range Loss: 0.000 TV Loss: 14.689 Total Loss: 772.868 96%|#########5| 239/250 [02:18<00:06, 1.77it/s] CLIP Loss: 764.937 Range Loss: 0.000 TV Loss: 13.378 Total Loss: 778.315 96%|#########6| 240/250 [02:19<00:05, 1.78it/s] CLIP Loss: 758.875 Range Loss: 0.000 TV Loss: 12.103 Total Loss: 770.978 96%|#########6| 241/250 [02:19<00:05, 1.61it/s] CLIP Loss: 767.817 Range Loss: 0.000 TV Loss: 10.898 Total Loss: 778.714 97%|#########6| 242/250 [02:20<00:04, 1.68it/s] CLIP Loss: 776.808 Range Loss: 0.000 TV Loss: 9.749 Total Loss: 786.557 97%|#########7| 243/250 [02:21<00:04, 1.72it/s] CLIP Loss: 774.291 Range Loss: 0.000 TV Loss: 8.646 Total Loss: 782.937 98%|#########7| 244/250 [02:21<00:03, 1.76it/s] CLIP Loss: 769.563 Range Loss: 0.000 TV Loss: 7.649 Total Loss: 777.212 98%|#########8| 245/250 [02:22<00:02, 1.80it/s] CLIP Loss: 766.908 Range Loss: 0.000 TV Loss: 6.731 Total Loss: 773.638 98%|#########8| 246/250 [02:22<00:02, 1.63it/s] CLIP Loss: 763.152 Range Loss: 0.000 TV Loss: 5.931 Total Loss: 769.083 99%|#########8| 247/250 [02:23<00:01, 1.71it/s] CLIP Loss: 756.826 Range Loss: 0.000 TV Loss: 5.259 Total Loss: 762.085 99%|#########9| 248/250 [02:23<00:01, 1.74it/s] CLIP Loss: 760.763 Range Loss: 0.000 TV Loss: 4.716 Total Loss: 765.480 100%|#########9| 249/250 [02:24<00:00, 1.78it/s] CLIP Loss: 768.008 Range Loss: 0.000 TV Loss: 4.297 Total Loss: 772.304 100%|##########| 250/250 [02:25<00:00, 1.61it/s] 100%|##########| 250/250 [02:25<00:00, 1.72it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDol5xjayjnfad7hxsdszz4gjwoiStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- an eerie green glow in the sky
- respace
- ddim250
- tv_scale
- 0
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- 900
{ "seed": "0", "prompt": "an eerie green glow in the sky", "respace": "ddim250", "tv_scale": 0, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": true, "clip_guidance_scale": 900 }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "an eerie green glow in the sky", respace: "ddim250", tv_scale: 0, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: true, clip_guidance_scale: 900 } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "an eerie green glow in the sky", "respace": "ddim250", "tv_scale": 0, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": True, "clip_guidance_scale": 900 } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "an eerie green glow in the sky", "respace": "ddim250", "tv_scale": 0, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": true, "clip_guidance_scale": 900 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="an eerie green glow in the sky"' \ -i 'respace="ddim250"' \ -i 'tv_scale=0' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=true' \ -i 'clip_guidance_scale=900'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "an eerie green glow in the sky", "respace": "ddim250", "tv_scale": 0, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": true, "clip_guidance_scale": 900 } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-11-01T03:46:42.860469Z", "created_at": "2021-11-01T03:43:57.090975Z", "data_removed": false, "error": null, "id": "ol5xjayjnfad7hxsdszz4gjwoi", "input": { "seed": "0", "prompt": "an eerie green glow in the sky", "respace": "ddim250", "tv_scale": 0, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": true, "clip_guidance_scale": 900 }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\nAugmentations enabled.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 814.761\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 814.761\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<03:21, 1.24it/s]\nCLIP Loss: 812.215\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 812.215\n\n 1%| | 2/250 [00:01<02:43, 1.52it/s]\nCLIP Loss: 802.657\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 802.657\n\n 1%|1 | 3/250 [00:01<02:32, 1.62it/s]\nCLIP Loss: 799.063\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 799.063\n\n 2%|1 | 4/250 [00:02<02:28, 1.65it/s]\nCLIP Loss: 806.731\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 806.731\n\n 2%|2 | 5/250 [00:03<02:24, 1.69it/s]\nCLIP Loss: 798.314\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 798.314\n\n 2%|2 | 6/250 [00:03<02:35, 1.56it/s]\nCLIP Loss: 793.740\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 793.740\n\n 3%|2 | 7/250 [00:04<02:29, 1.63it/s]\nCLIP Loss: 794.064\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 794.064\n\n 3%|3 | 8/250 [00:04<02:25, 1.67it/s]\nCLIP Loss: 799.794\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 799.794\n\n 4%|3 | 9/250 [00:05<02:23, 1.68it/s]\nCLIP Loss: 793.794\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 793.794\n\n 4%|4 | 10/250 [00:06<02:21, 1.70it/s]\nCLIP Loss: 798.051\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 798.051\n\n 4%|4 | 11/250 [00:06<02:33, 1.56it/s]\nCLIP Loss: 789.146\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 789.146\n\n 5%|4 | 12/250 [00:07<02:28, 1.60it/s]\nCLIP Loss: 788.014\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 788.014\n\n 5%|5 | 13/250 [00:08<02:25, 1.63it/s]\nCLIP Loss: 779.096\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 779.096\n\n 6%|5 | 14/250 [00:08<02:22, 1.65it/s]\nCLIP Loss: 764.794\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 764.794\n\n 6%|6 | 15/250 [00:09<02:19, 1.68it/s]\nCLIP Loss: 764.049\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 764.049\n\n 6%|6 | 16/250 [00:09<02:31, 1.54it/s]\nCLIP Loss: 756.390\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.390\n\n 7%|6 | 17/250 [00:10<02:25, 1.61it/s]\nCLIP Loss: 749.657\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 749.657\n\n 7%|7 | 18/250 [00:11<02:20, 1.65it/s]\nCLIP Loss: 741.906\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 741.906\n\n 8%|7 | 19/250 [00:11<02:18, 1.67it/s]\nCLIP Loss: 732.098\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 732.098\n\n 8%|8 | 20/250 [00:12<02:15, 1.70it/s]\nCLIP Loss: 739.003\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 739.003\n\n 8%|8 | 21/250 [00:13<02:27, 1.55it/s]\nCLIP Loss: 737.698\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 737.698\n\n 9%|8 | 22/250 [00:13<02:21, 1.61it/s]\nCLIP Loss: 739.551\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 739.551\n\n 9%|9 | 23/250 [00:14<02:18, 1.64it/s]\nCLIP Loss: 727.950\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.950\n\n 10%|9 | 24/250 [00:14<02:15, 1.67it/s]\nCLIP Loss: 738.175\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 738.175\n\n 10%|# | 25/250 [00:15<02:14, 1.68it/s]\nCLIP Loss: 724.532\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 724.532\n\n 10%|# | 26/250 [00:16<02:27, 1.52it/s]\nCLIP Loss: 735.322\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 735.322\n\n 11%|# | 27/250 [00:16<02:20, 1.58it/s]\nCLIP Loss: 715.673\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.673\n\n 11%|#1 | 28/250 [00:17<02:16, 1.63it/s]\nCLIP Loss: 717.536\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 717.536\n\n 12%|#1 | 29/250 [00:17<02:13, 1.65it/s]\nCLIP Loss: 716.013\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.013\n\n 12%|#2 | 30/250 [00:18<02:11, 1.67it/s]\nCLIP Loss: 718.860\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 718.860\n\n 12%|#2 | 31/250 [00:19<02:24, 1.51it/s]\nCLIP Loss: 729.352\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 729.352\n\n 13%|#2 | 32/250 [00:19<02:19, 1.57it/s]\nCLIP Loss: 719.342\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 719.342\n\n 13%|#3 | 33/250 [00:20<02:14, 1.61it/s]\nCLIP Loss: 712.851\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.851\n\n 14%|#3 | 34/250 [00:21<02:11, 1.64it/s]\nCLIP Loss: 710.956\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 710.956\n\n 14%|#4 | 35/250 [00:21<02:08, 1.67it/s]\nCLIP Loss: 722.321\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 722.321\n\n 14%|#4 | 36/250 [00:22<02:19, 1.53it/s]\nCLIP Loss: 711.881\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.881\n\n 15%|#4 | 37/250 [00:22<02:14, 1.59it/s]\nCLIP Loss: 715.080\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.080\n\n 15%|#5 | 38/250 [00:23<02:10, 1.63it/s]\nCLIP Loss: 734.405\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 734.405\n\n 16%|#5 | 39/250 [00:24<02:07, 1.65it/s]\nCLIP Loss: 720.055\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.055\n\n 16%|#6 | 40/250 [00:24<02:05, 1.68it/s]\nCLIP Loss: 720.062\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.062\n\n 16%|#6 | 41/250 [00:25<02:17, 1.52it/s]\nCLIP Loss: 716.198\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.198\n\n 17%|#6 | 42/250 [00:26<02:12, 1.58it/s]\nCLIP Loss: 715.686\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.686\n\n 17%|#7 | 43/250 [00:26<02:08, 1.61it/s]\nCLIP Loss: 709.254\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.254\n\n 18%|#7 | 44/250 [00:27<02:05, 1.64it/s]\nCLIP Loss: 706.031\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.031\n\n 18%|#8 | 45/250 [00:27<02:03, 1.67it/s]\nCLIP Loss: 724.324\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 724.324\n\n 18%|#8 | 46/250 [00:28<02:15, 1.50it/s]\nCLIP Loss: 714.841\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 714.841\n\n 19%|#8 | 47/250 [00:29<02:09, 1.57it/s]\nCLIP Loss: 730.544\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 730.544\n\n 19%|#9 | 48/250 [00:29<02:05, 1.61it/s]\nCLIP Loss: 717.037\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 717.037\n\n 20%|#9 | 49/250 [00:30<02:02, 1.64it/s]\nCLIP Loss: 713.334\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.334\n\n 20%|## | 50/250 [00:30<02:00, 1.66it/s]\nCLIP Loss: 709.103\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.103\n\n 20%|## | 51/250 [00:31<02:16, 1.46it/s]\nCLIP Loss: 720.687\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.687\n\n 21%|## | 52/250 [00:32<02:09, 1.53it/s]\nCLIP Loss: 701.907\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.907\n\n 21%|##1 | 53/250 [00:32<02:04, 1.58it/s]\nCLIP Loss: 722.667\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 722.667\n\n 22%|##1 | 54/250 [00:33<02:01, 1.62it/s]\nCLIP Loss: 703.178\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.178\n\n 22%|##2 | 55/250 [00:34<01:59, 1.64it/s]\nCLIP Loss: 725.098\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 725.098\n\n 22%|##2 | 56/250 [00:35<02:12, 1.47it/s]\nCLIP Loss: 713.473\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.473\n\n 23%|##2 | 57/250 [00:35<02:04, 1.55it/s]\nCLIP Loss: 727.374\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.374\n\n 23%|##3 | 58/250 [00:36<02:00, 1.59it/s]\nCLIP Loss: 711.514\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.514\n\n 24%|##3 | 59/250 [00:36<01:57, 1.63it/s]\nCLIP Loss: 713.740\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.740\n\n 24%|##4 | 60/250 [00:37<01:54, 1.66it/s]\nCLIP Loss: 726.261\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 726.261\n\n 24%|##4 | 61/250 [00:38<02:06, 1.49it/s]\nCLIP Loss: 715.359\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.359\n\n 25%|##4 | 62/250 [00:38<02:01, 1.55it/s]\nCLIP Loss: 704.769\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.769\n\n 25%|##5 | 63/250 [00:39<01:56, 1.60it/s]\nCLIP Loss: 709.638\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.638\n\n 26%|##5 | 64/250 [00:39<01:53, 1.64it/s]\nCLIP Loss: 708.194\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.194\n\n 26%|##6 | 65/250 [00:40<01:50, 1.67it/s]\nCLIP Loss: 706.005\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.005\n\n 26%|##6 | 66/250 [00:41<02:02, 1.50it/s]\nCLIP Loss: 700.495\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.495\n\n 27%|##6 | 67/250 [00:41<01:57, 1.56it/s]\nCLIP Loss: 713.866\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.866\n\n 27%|##7 | 68/250 [00:42<01:52, 1.61it/s]\nCLIP Loss: 702.002\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.002\n\n 28%|##7 | 69/250 [00:43<01:49, 1.65it/s]\nCLIP Loss: 709.951\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.951\n\n 28%|##8 | 70/250 [00:43<01:47, 1.67it/s]\nCLIP Loss: 710.115\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 710.115\n\n 28%|##8 | 71/250 [00:44<01:59, 1.50it/s]\nCLIP Loss: 719.333\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 719.333\n\n 29%|##8 | 72/250 [00:44<01:53, 1.57it/s]\nCLIP Loss: 716.505\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.505\n\n 29%|##9 | 73/250 [00:45<01:49, 1.61it/s]\nCLIP Loss: 714.270\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 714.270\n\n 30%|##9 | 74/250 [00:46<01:48, 1.62it/s]\nCLIP Loss: 708.195\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.195\n\n 30%|### | 75/250 [00:46<01:45, 1.66it/s]\nCLIP Loss: 700.382\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.382\n\n 30%|### | 76/250 [00:47<01:58, 1.47it/s]\nCLIP Loss: 709.238\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.238\n\n 31%|### | 77/250 [00:48<01:52, 1.54it/s]\nCLIP Loss: 704.987\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.987\n\n 31%|###1 | 78/250 [00:48<01:47, 1.60it/s]\nCLIP Loss: 698.836\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.836\n\n 32%|###1 | 79/250 [00:49<01:44, 1.63it/s]\nCLIP Loss: 690.510\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.510\n\n 32%|###2 | 80/250 [00:49<01:42, 1.66it/s]\nCLIP Loss: 714.746\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 714.746\n\n 32%|###2 | 81/250 [00:50<01:54, 1.47it/s]\nCLIP Loss: 712.537\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.537\n\n 33%|###2 | 82/250 [00:51<01:48, 1.55it/s]\nCLIP Loss: 720.639\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.639\n\n 33%|###3 | 83/250 [00:51<01:44, 1.60it/s]\nCLIP Loss: 693.270\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.270\n\n 34%|###3 | 84/250 [00:52<01:41, 1.63it/s]\nCLIP Loss: 708.382\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.382\n\n 34%|###4 | 85/250 [00:53<01:39, 1.67it/s]\nCLIP Loss: 700.374\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.374\n\n 34%|###4 | 86/250 [00:53<01:52, 1.45it/s]\nCLIP Loss: 721.351\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 721.351\n\n 35%|###4 | 87/250 [00:54<01:46, 1.54it/s]\nCLIP Loss: 708.509\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.509\n\n 35%|###5 | 88/250 [00:55<01:41, 1.60it/s]\nCLIP Loss: 697.398\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.398\n\n 36%|###5 | 89/250 [00:55<01:38, 1.64it/s]\nCLIP Loss: 702.716\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.716\n\n 36%|###6 | 90/250 [00:56<01:35, 1.67it/s]\nCLIP Loss: 708.328\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.328\n\n 36%|###6 | 91/250 [00:57<01:48, 1.47it/s]\nCLIP Loss: 694.889\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.889\n\n 37%|###6 | 92/250 [00:57<01:42, 1.54it/s]\nCLIP Loss: 692.177\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.177\n\n 37%|###7 | 93/250 [00:58<01:37, 1.60it/s]\nCLIP Loss: 702.762\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.762\n\n 38%|###7 | 94/250 [00:58<01:34, 1.65it/s]\nCLIP Loss: 698.569\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.569\n\n 38%|###8 | 95/250 [00:59<01:32, 1.68it/s]\nCLIP Loss: 706.107\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.107\n\n 38%|###8 | 96/250 [01:00<01:45, 1.46it/s]\nCLIP Loss: 689.092\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.092\n\n 39%|###8 | 97/250 [01:00<01:39, 1.54it/s]\nCLIP Loss: 688.106\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.106\n\n 39%|###9 | 98/250 [01:01<01:34, 1.60it/s]\nCLIP Loss: 690.327\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.327\n\n 40%|###9 | 99/250 [01:01<01:32, 1.64it/s]\nCLIP Loss: 695.539\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.539\n\n 40%|#### | 100/250 [01:02<01:29, 1.67it/s]\nCLIP Loss: 696.067\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.067\n\n 40%|#### | 101/250 [01:03<01:44, 1.43it/s]\nCLIP Loss: 694.488\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.488\n\n 41%|#### | 102/250 [01:04<01:37, 1.52it/s]\nCLIP Loss: 696.371\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.371\n\n 41%|####1 | 103/250 [01:04<01:33, 1.58it/s]\nCLIP Loss: 695.988\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.988\n\n 42%|####1 | 104/250 [01:05<01:29, 1.62it/s]\nCLIP Loss: 692.920\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.920\n\n 42%|####2 | 105/250 [01:05<01:27, 1.66it/s]\nCLIP Loss: 698.389\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.389\n\n 42%|####2 | 106/250 [01:06<01:40, 1.44it/s]\nCLIP Loss: 688.784\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.784\n\n 43%|####2 | 107/250 [01:07<01:34, 1.52it/s]\nCLIP Loss: 687.357\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.357\n\n 43%|####3 | 108/250 [01:07<01:29, 1.59it/s]\nCLIP Loss: 681.261\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 681.261\n\n 44%|####3 | 109/250 [01:08<01:26, 1.64it/s]\nCLIP Loss: 692.646\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.646\n\n 44%|####4 | 110/250 [01:08<01:23, 1.67it/s]\nCLIP Loss: 680.749\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 680.749\n\n 44%|####4 | 111/250 [01:09<01:35, 1.45it/s]\nCLIP Loss: 704.262\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.262\n\n 45%|####4 | 112/250 [01:10<01:30, 1.53it/s]\nCLIP Loss: 695.349\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.349\n\n 45%|####5 | 113/250 [01:11<01:26, 1.58it/s]\nCLIP Loss: 681.595\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 681.595\n\n 46%|####5 | 114/250 [01:11<01:23, 1.63it/s]\nCLIP Loss: 694.566\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.566\n\n 46%|####6 | 115/250 [01:12<01:21, 1.65it/s]\nCLIP Loss: 707.302\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 707.302\n\n 46%|####6 | 116/250 [01:13<01:33, 1.43it/s]\nCLIP Loss: 707.168\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 707.168\n\n 47%|####6 | 117/250 [01:13<01:27, 1.52it/s]\nCLIP Loss: 694.633\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.633\n\n 47%|####7 | 118/250 [01:14<01:24, 1.57it/s]\nCLIP Loss: 700.925\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.925\n\n 48%|####7 | 119/250 [01:14<01:20, 1.62it/s]\nCLIP Loss: 683.528\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.528\n\n 48%|####8 | 120/250 [01:15<01:18, 1.66it/s]\nCLIP Loss: 700.060\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.060\n\n 48%|####8 | 121/250 [01:16<01:29, 1.45it/s]\nCLIP Loss: 690.114\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.114\n\n 49%|####8 | 122/250 [01:16<01:23, 1.53it/s]\nCLIP Loss: 705.502\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.502\n\n 49%|####9 | 123/250 [01:17<01:19, 1.59it/s]\nCLIP Loss: 692.202\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.202\n\n 50%|####9 | 124/250 [01:17<01:17, 1.63it/s]\nCLIP Loss: 689.412\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.412\n\n 50%|##### | 125/250 [01:18<01:15, 1.67it/s]\nCLIP Loss: 686.584\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.584\n\n 50%|##### | 126/250 [01:19<01:24, 1.47it/s]\nCLIP Loss: 684.931\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.931\n\n 51%|##### | 127/250 [01:20<01:19, 1.54it/s]\nCLIP Loss: 698.707\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.707\n\n 51%|#####1 | 128/250 [01:20<01:16, 1.60it/s]\nCLIP Loss: 683.741\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.741\n\n 52%|#####1 | 129/250 [01:21<01:14, 1.62it/s]\nCLIP Loss: 721.588\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 721.588\n\n 52%|#####2 | 130/250 [01:21<01:12, 1.66it/s]\nCLIP Loss: 694.986\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.986\n\n 52%|#####2 | 131/250 [01:22<01:21, 1.46it/s]\nCLIP Loss: 697.446\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.446\n\n 53%|#####2 | 132/250 [01:23<01:16, 1.53it/s]\nCLIP Loss: 702.216\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.216\n\n 53%|#####3 | 133/250 [01:23<01:13, 1.58it/s]\nCLIP Loss: 692.955\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.955\n\n 54%|#####3 | 134/250 [01:24<01:11, 1.62it/s]\nCLIP Loss: 693.732\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.732\n\n 54%|#####4 | 135/250 [01:24<01:09, 1.67it/s]\nCLIP Loss: 694.217\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.217\n\n 54%|#####4 | 136/250 [01:25<01:18, 1.46it/s]\nCLIP Loss: 703.422\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.422\n\n 55%|#####4 | 137/250 [01:26<01:13, 1.54it/s]\nCLIP Loss: 712.256\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.256\n\n 55%|#####5 | 138/250 [01:26<01:09, 1.60it/s]\nCLIP Loss: 688.016\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.016\n\n 56%|#####5 | 139/250 [01:27<01:07, 1.64it/s]\nCLIP Loss: 693.718\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.718\n\n 56%|#####6 | 140/250 [01:28<01:05, 1.67it/s]\nCLIP Loss: 695.421\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.421\n\n 56%|#####6 | 141/250 [01:28<01:13, 1.48it/s]\nCLIP Loss: 682.851\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 682.851\n\n 57%|#####6 | 142/250 [01:29<01:09, 1.55it/s]\nCLIP Loss: 700.055\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.055\n\n 57%|#####7 | 143/250 [01:30<01:06, 1.61it/s]\nCLIP Loss: 718.892\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 718.892\n\n 58%|#####7 | 144/250 [01:30<01:04, 1.64it/s]\nCLIP Loss: 695.730\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.730\n\n 58%|#####8 | 145/250 [01:31<01:03, 1.66it/s]\nCLIP Loss: 695.606\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.606\n\n 58%|#####8 | 146/250 [01:32<01:11, 1.45it/s]\nCLIP Loss: 700.289\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.289\n\n 59%|#####8 | 147/250 [01:32<01:07, 1.53it/s]\nCLIP Loss: 697.638\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.638\n\n 59%|#####9 | 148/250 [01:33<01:04, 1.59it/s]\nCLIP Loss: 695.599\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.599\n\n 60%|#####9 | 149/250 [01:33<01:02, 1.63it/s]\nCLIP Loss: 697.020\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.020\n\n 60%|###### | 150/250 [01:34<01:00, 1.67it/s]\nCLIP Loss: 691.422\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.422\n\n 60%|###### | 151/250 [01:35<01:07, 1.46it/s]\nCLIP Loss: 695.277\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.277\n\n 61%|###### | 152/250 [01:35<01:03, 1.53it/s]\nCLIP Loss: 724.564\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 724.564\n\n 61%|######1 | 153/250 [01:36<01:00, 1.59it/s]\nCLIP Loss: 689.188\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.188\n\n 62%|######1 | 154/250 [01:37<00:58, 1.64it/s]\nCLIP Loss: 691.530\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.530\n\n 62%|######2 | 155/250 [01:37<00:57, 1.67it/s]\nCLIP Loss: 715.396\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.396\n\n 62%|######2 | 156/250 [01:38<01:05, 1.44it/s]\nCLIP Loss: 695.104\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.104\n\n 63%|######2 | 157/250 [01:39<01:01, 1.52it/s]\nCLIP Loss: 686.849\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.849\n\n 63%|######3 | 158/250 [01:39<00:58, 1.58it/s]\nCLIP Loss: 686.649\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.649\n\n 64%|######3 | 159/250 [01:40<00:55, 1.63it/s]\nCLIP Loss: 697.406\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.406\n\n 64%|######4 | 160/250 [01:40<00:54, 1.66it/s]\nCLIP Loss: 721.843\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 721.843\n\n 64%|######4 | 161/250 [01:41<01:01, 1.46it/s]\nCLIP Loss: 696.676\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.676\n\n 65%|######4 | 162/250 [01:42<00:57, 1.54it/s]\nCLIP Loss: 726.880\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 726.880\n\n 65%|######5 | 163/250 [01:42<00:54, 1.59it/s]\nCLIP Loss: 699.227\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.227\n\n 66%|######5 | 164/250 [01:43<00:52, 1.63it/s]\nCLIP Loss: 711.022\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.022\n\n 66%|######6 | 165/250 [01:43<00:51, 1.66it/s]\nCLIP Loss: 697.205\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.205\n\n 66%|######6 | 166/250 [01:44<00:57, 1.46it/s]\nCLIP Loss: 710.341\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 710.341\n\n 67%|######6 | 167/250 [01:45<00:53, 1.54it/s]\nCLIP Loss: 705.476\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.476\n\n 67%|######7 | 168/250 [01:46<00:51, 1.59it/s]\nCLIP Loss: 701.284\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.284\n\n 68%|######7 | 169/250 [01:46<00:49, 1.64it/s]\nCLIP Loss: 703.257\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.257\n\n 68%|######8 | 170/250 [01:47<00:48, 1.67it/s]\nCLIP Loss: 699.386\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.386\n\n 68%|######8 | 171/250 [01:48<00:54, 1.45it/s]\nCLIP Loss: 727.149\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.149\n\n 69%|######8 | 172/250 [01:48<00:50, 1.53it/s]\nCLIP Loss: 696.281\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.281\n\n 69%|######9 | 173/250 [01:49<00:48, 1.59it/s]\nCLIP Loss: 713.495\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.495\n\n 70%|######9 | 174/250 [01:49<00:46, 1.62it/s]\nCLIP Loss: 706.158\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.158\n\n 70%|####### | 175/250 [01:50<00:45, 1.65it/s]\nCLIP Loss: 699.340\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.340\n\n 70%|####### | 176/250 [01:51<00:51, 1.44it/s]\nCLIP Loss: 702.367\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.367\n\n 71%|####### | 177/250 [01:51<00:47, 1.52it/s]\nCLIP Loss: 714.353\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 714.353\n\n 71%|#######1 | 178/250 [01:52<00:45, 1.58it/s]\nCLIP Loss: 697.114\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.114\n\n 72%|#######1 | 179/250 [01:52<00:43, 1.64it/s]\nCLIP Loss: 714.519\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 714.519\n\n 72%|#######2 | 180/250 [01:53<00:42, 1.66it/s]\nCLIP Loss: 703.330\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.330\n\n 72%|#######2 | 181/250 [01:54<00:47, 1.46it/s]\nCLIP Loss: 698.805\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.805\n\n 73%|#######2 | 182/250 [01:55<00:44, 1.54it/s]\nCLIP Loss: 696.398\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.398\n\n 73%|#######3 | 183/250 [01:55<00:41, 1.60it/s]\nCLIP Loss: 718.562\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 718.562\n\n 74%|#######3 | 184/250 [01:56<00:40, 1.64it/s]\nCLIP Loss: 712.857\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.857\n\n 74%|#######4 | 185/250 [01:56<00:39, 1.66it/s]\nCLIP Loss: 708.278\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.278\n\n 74%|#######4 | 186/250 [01:57<00:43, 1.47it/s]\nCLIP Loss: 700.749\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.749\n\n 75%|#######4 | 187/250 [01:58<00:40, 1.54it/s]\nCLIP Loss: 717.642\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 717.642\n\n 75%|#######5 | 188/250 [01:58<00:38, 1.59it/s]\nCLIP Loss: 712.878\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.878\n\n 76%|#######5 | 189/250 [01:59<00:37, 1.63it/s]\nCLIP Loss: 713.519\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.519\n\n 76%|#######6 | 190/250 [01:59<00:36, 1.66it/s]\nCLIP Loss: 715.659\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.659\n\n 76%|#######6 | 191/250 [02:00<00:40, 1.47it/s]\nCLIP Loss: 737.814\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 737.814\n\n 77%|#######6 | 192/250 [02:01<00:37, 1.56it/s]\nCLIP Loss: 707.058\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 707.058\n\n 77%|#######7 | 193/250 [02:01<00:35, 1.61it/s]\nCLIP Loss: 700.294\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.294\n\n 78%|#######7 | 194/250 [02:02<00:33, 1.65it/s]\nCLIP Loss: 723.532\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 723.532\n\n 78%|#######8 | 195/250 [02:03<00:32, 1.68it/s]\nCLIP Loss: 719.839\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 719.839\n\n 78%|#######8 | 196/250 [02:03<00:37, 1.45it/s]\nCLIP Loss: 695.713\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.713\n\n 79%|#######8 | 197/250 [02:04<00:34, 1.53it/s]\nCLIP Loss: 719.427\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 719.427\n\n 79%|#######9 | 198/250 [02:05<00:32, 1.59it/s]\nCLIP Loss: 702.644\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.644\n\n 80%|#######9 | 199/250 [02:05<00:31, 1.64it/s]\nCLIP Loss: 700.992\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.992\n\n 80%|######## | 200/250 [02:06<00:30, 1.67it/s]\nCLIP Loss: 720.486\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.486\n\n 80%|######## | 201/250 [02:07<00:33, 1.47it/s]\nCLIP Loss: 697.421\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.421\n\n 81%|######## | 202/250 [02:07<00:30, 1.55it/s]\nCLIP Loss: 706.956\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.956\n\n 81%|########1 | 203/250 [02:08<00:29, 1.60it/s]\nCLIP Loss: 712.415\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.415\n\n 82%|########1 | 204/250 [02:08<00:27, 1.65it/s]\nCLIP Loss: 713.095\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.095\n\n 82%|########2 | 205/250 [02:09<00:26, 1.67it/s]\nCLIP Loss: 709.653\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.653\n\n 82%|########2 | 206/250 [02:10<00:29, 1.47it/s]\nCLIP Loss: 720.045\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.045\n\n 83%|########2 | 207/250 [02:10<00:27, 1.55it/s]\nCLIP Loss: 726.187\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 726.187\n\n 83%|########3 | 208/250 [02:11<00:26, 1.61it/s]\nCLIP Loss: 704.483\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.483\n\n 84%|########3 | 209/250 [02:11<00:24, 1.65it/s]\nCLIP Loss: 707.497\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 707.497\n\n 84%|########4 | 210/250 [02:12<00:23, 1.68it/s]\nCLIP Loss: 701.321\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.321\n\n 84%|########4 | 211/250 [02:13<00:26, 1.46it/s]\nCLIP Loss: 716.396\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.396\n\n 85%|########4 | 212/250 [02:13<00:24, 1.55it/s]\nCLIP Loss: 716.457\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.457\n\n 85%|########5 | 213/250 [02:14<00:23, 1.60it/s]\nCLIP Loss: 712.493\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.493\n\n 86%|########5 | 214/250 [02:15<00:21, 1.65it/s]\nCLIP Loss: 720.214\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.214\n\n 86%|########6 | 215/250 [02:15<00:20, 1.68it/s]\nCLIP Loss: 712.701\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.701\n\n 86%|########6 | 216/250 [02:16<00:23, 1.45it/s]\nCLIP Loss: 722.289\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 722.289\n\n 87%|########6 | 217/250 [02:17<00:21, 1.54it/s]\nCLIP Loss: 711.528\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.529\n\n 87%|########7 | 218/250 [02:17<00:19, 1.60it/s]\nCLIP Loss: 710.318\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 710.318\n\n 88%|########7 | 219/250 [02:18<00:19, 1.62it/s]\nCLIP Loss: 704.874\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.874\n\n 88%|########8 | 220/250 [02:18<00:18, 1.66it/s]\nCLIP Loss: 716.837\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.837\n\n 88%|########8 | 221/250 [02:19<00:19, 1.47it/s]\nCLIP Loss: 720.984\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.984\n\n 89%|########8 | 222/250 [02:20<00:18, 1.55it/s]\nCLIP Loss: 702.465\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.465\n\n 89%|########9 | 223/250 [02:20<00:16, 1.61it/s]\nCLIP Loss: 710.420\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 710.420\n\n 90%|########9 | 224/250 [02:21<00:15, 1.65it/s]\nCLIP Loss: 716.378\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.378\n\n 90%|######### | 225/250 [02:21<00:14, 1.68it/s]\nCLIP Loss: 703.173\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.173\n\n 90%|######### | 226/250 [02:22<00:16, 1.49it/s]\nCLIP Loss: 698.879\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.879\n\n 91%|######### | 227/250 [02:23<00:14, 1.56it/s]\nCLIP Loss: 713.664\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.664\n\n 91%|#########1| 228/250 [02:23<00:13, 1.62it/s]\nCLIP Loss: 694.050\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.050\n\n 92%|#########1| 229/250 [02:24<00:12, 1.66it/s]\nCLIP Loss: 714.721\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 714.721\n\n 92%|#########2| 230/250 [02:25<00:11, 1.69it/s]\nCLIP Loss: 703.531\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.531\n\n 92%|#########2| 231/250 [02:25<00:12, 1.49it/s]\nCLIP Loss: 703.850\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.850\n\n 93%|#########2| 232/250 [02:26<00:11, 1.57it/s]\nCLIP Loss: 709.035\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.035\n\n 93%|#########3| 233/250 [02:27<00:10, 1.62it/s]\nCLIP Loss: 697.840\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.840\n\n 94%|#########3| 234/250 [02:27<00:09, 1.66it/s]\nCLIP Loss: 716.094\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.094\n\n 94%|#########3| 235/250 [02:28<00:08, 1.69it/s]\nCLIP Loss: 702.497\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.497\n\n 94%|#########4| 236/250 [02:29<00:09, 1.48it/s]\nCLIP Loss: 715.011\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.011\n\n 95%|#########4| 237/250 [02:29<00:08, 1.56it/s]\nCLIP Loss: 691.482\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.483\n\n 95%|#########5| 238/250 [02:30<00:07, 1.62it/s]\nCLIP Loss: 709.992\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.992\n\n 96%|#########5| 239/250 [02:30<00:06, 1.66it/s]\nCLIP Loss: 701.593\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.593\n\n 96%|#########6| 240/250 [02:31<00:05, 1.69it/s]\nCLIP Loss: 692.422\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.422\n\n 96%|#########6| 241/250 [02:32<00:05, 1.51it/s]\nCLIP Loss: 695.460\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.460\n\n 97%|#########6| 242/250 [02:32<00:05, 1.58it/s]\nCLIP Loss: 696.299\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.299\n\n 97%|#########7| 243/250 [02:33<00:04, 1.64it/s]\nCLIP Loss: 681.873\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 681.873\n\n 98%|#########7| 244/250 [02:33<00:03, 1.67it/s]\nCLIP Loss: 692.676\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.676\n\n 98%|#########8| 245/250 [02:34<00:02, 1.69it/s]\nCLIP Loss: 698.801\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.801\n\n 98%|#########8| 246/250 [02:35<00:02, 1.54it/s]\nCLIP Loss: 698.615\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.615\n\n 99%|#########8| 247/250 [02:35<00:01, 1.61it/s]\nCLIP Loss: 711.231\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.231\n\n 99%|#########9| 248/250 [02:36<00:01, 1.65it/s]\nCLIP Loss: 694.078\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.078\n\n100%|#########9| 249/250 [02:36<00:00, 1.69it/s]\nCLIP Loss: 690.805\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.805\n\n100%|##########| 250/250 [02:37<00:00, 1.57it/s]\n\n100%|##########| 250/250 [02:37<00:00, 1.59it/s]", "metrics": { "total_time": 165.769494 }, "output": [ { "file": "https://replicate.delivery/mgxm/cb2a4b72-25d7-4977-874f-1ec26b2f2787/0000.png" }, { "file": "https://replicate.delivery/mgxm/eae8d402-dc66-420d-95af-eb5542a84a72/0005.png" }, { "file": "https://replicate.delivery/mgxm/c2714ae1-1629-479a-92aa-f6669458eea5/0010.png" }, { "file": "https://replicate.delivery/mgxm/1148b2d6-c4e5-4219-810c-3fdad94d1731/0015.png" }, { "file": "https://replicate.delivery/mgxm/776c93ef-b4ef-4746-9861-503c15dc35d2/0020.png" }, { "file": "https://replicate.delivery/mgxm/5f4a6d41-8c21-4569-b4b4-f85d231dce39/0025.png" }, { "file": "https://replicate.delivery/mgxm/992d8f76-ac02-4199-9954-36dc2e549a75/0030.png" }, { "file": "https://replicate.delivery/mgxm/97bb38cc-7e6a-4a39-9ae6-b1d62d85e7d9/0035.png" }, { "file": "https://replicate.delivery/mgxm/15d88ff9-db01-4e3c-b3a6-a66b24b35400/0040.png" }, { "file": "https://replicate.delivery/mgxm/8f01f021-080f-48c8-b13a-a99a3fce0d8f/0045.png" }, { "file": "https://replicate.delivery/mgxm/36135a33-118f-41aa-ac3a-4560d5503972/0050.png" }, { "file": "https://replicate.delivery/mgxm/40406d4d-1c0f-461c-af0e-467cab5cd64a/0055.png" }, { "file": "https://replicate.delivery/mgxm/d1f43f7a-ce5f-4c2a-a898-f305483c5046/0060.png" }, { "file": "https://replicate.delivery/mgxm/78e0482a-3f6a-41c7-b1c7-f911c6c46079/0065.png" }, { "file": "https://replicate.delivery/mgxm/9ab37c0e-f43b-4737-a3f0-2acc57f65a71/0070.png" }, { "file": "https://replicate.delivery/mgxm/a72f1bd1-40e2-413b-8307-7c1d1a402362/0075.png" }, { "file": "https://replicate.delivery/mgxm/16e4ffc1-5954-4724-94f7-234078b26ef6/0080.png" }, { "file": 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"https://replicate.delivery/mgxm/b04043c9-132e-4cb9-842c-6a7fec448786/0185.png" }, { "file": "https://replicate.delivery/mgxm/f0e95c7a-88e3-4f24-97a9-fe38ae864b55/0190.png" }, { "file": "https://replicate.delivery/mgxm/5e6fa5d4-0b01-4cbd-b40d-bf680e76a6e7/0195.png" }, { "file": "https://replicate.delivery/mgxm/645e10c2-471a-4bfd-85dc-fb1586754695/0200.png" }, { "file": "https://replicate.delivery/mgxm/8d73b16a-6d1f-4499-ad87-20b56bd037be/0205.png" }, { "file": "https://replicate.delivery/mgxm/f49c8bfb-2f45-4305-92f9-849dc80874b3/0210.png" }, { "file": "https://replicate.delivery/mgxm/dc341669-c040-4248-b9a9-a3dba328830b/0215.png" }, { "file": "https://replicate.delivery/mgxm/4801fd65-2e68-4443-81f9-e993dd491cd0/0220.png" }, { "file": "https://replicate.delivery/mgxm/ee2510c3-a326-489e-bb7e-17b2aea479c4/0225.png" }, { "file": "https://replicate.delivery/mgxm/9637eb52-9642-44c8-9455-64c153459229/0230.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. Augmentations enabled. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 814.761 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 814.761 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<03:21, 1.24it/s] CLIP Loss: 812.215 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 812.215 1%| | 2/250 [00:01<02:43, 1.52it/s] CLIP Loss: 802.657 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 802.657 1%|1 | 3/250 [00:01<02:32, 1.62it/s] CLIP Loss: 799.063 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 799.063 2%|1 | 4/250 [00:02<02:28, 1.65it/s] CLIP Loss: 806.731 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 806.731 2%|2 | 5/250 [00:03<02:24, 1.69it/s] CLIP Loss: 798.314 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 798.314 2%|2 | 6/250 [00:03<02:35, 1.56it/s] CLIP Loss: 793.740 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 793.740 3%|2 | 7/250 [00:04<02:29, 1.63it/s] CLIP Loss: 794.064 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 794.064 3%|3 | 8/250 [00:04<02:25, 1.67it/s] CLIP Loss: 799.794 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 799.794 4%|3 | 9/250 [00:05<02:23, 1.68it/s] CLIP Loss: 793.794 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 793.794 4%|4 | 10/250 [00:06<02:21, 1.70it/s] CLIP Loss: 798.051 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 798.051 4%|4 | 11/250 [00:06<02:33, 1.56it/s] CLIP Loss: 789.146 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 789.146 5%|4 | 12/250 [00:07<02:28, 1.60it/s] CLIP Loss: 788.014 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 788.014 5%|5 | 13/250 [00:08<02:25, 1.63it/s] CLIP Loss: 779.096 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 779.096 6%|5 | 14/250 [00:08<02:22, 1.65it/s] CLIP Loss: 764.794 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 764.794 6%|6 | 15/250 [00:09<02:19, 1.68it/s] CLIP Loss: 764.049 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 764.049 6%|6 | 16/250 [00:09<02:31, 1.54it/s] CLIP Loss: 756.390 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.390 7%|6 | 17/250 [00:10<02:25, 1.61it/s] CLIP Loss: 749.657 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 749.657 7%|7 | 18/250 [00:11<02:20, 1.65it/s] CLIP Loss: 741.906 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 741.906 8%|7 | 19/250 [00:11<02:18, 1.67it/s] CLIP Loss: 732.098 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 732.098 8%|8 | 20/250 [00:12<02:15, 1.70it/s] CLIP Loss: 739.003 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 739.003 8%|8 | 21/250 [00:13<02:27, 1.55it/s] CLIP Loss: 737.698 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 737.698 9%|8 | 22/250 [00:13<02:21, 1.61it/s] CLIP Loss: 739.551 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 739.551 9%|9 | 23/250 [00:14<02:18, 1.64it/s] CLIP Loss: 727.950 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.950 10%|9 | 24/250 [00:14<02:15, 1.67it/s] CLIP Loss: 738.175 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 738.175 10%|# | 25/250 [00:15<02:14, 1.68it/s] CLIP Loss: 724.532 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 724.532 10%|# | 26/250 [00:16<02:27, 1.52it/s] CLIP Loss: 735.322 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 735.322 11%|# | 27/250 [00:16<02:20, 1.58it/s] CLIP Loss: 715.673 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.673 11%|#1 | 28/250 [00:17<02:16, 1.63it/s] CLIP Loss: 717.536 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 717.536 12%|#1 | 29/250 [00:17<02:13, 1.65it/s] CLIP Loss: 716.013 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.013 12%|#2 | 30/250 [00:18<02:11, 1.67it/s] CLIP Loss: 718.860 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 718.860 12%|#2 | 31/250 [00:19<02:24, 1.51it/s] CLIP Loss: 729.352 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 729.352 13%|#2 | 32/250 [00:19<02:19, 1.57it/s] CLIP Loss: 719.342 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 719.342 13%|#3 | 33/250 [00:20<02:14, 1.61it/s] CLIP Loss: 712.851 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.851 14%|#3 | 34/250 [00:21<02:11, 1.64it/s] CLIP Loss: 710.956 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 710.956 14%|#4 | 35/250 [00:21<02:08, 1.67it/s] CLIP Loss: 722.321 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 722.321 14%|#4 | 36/250 [00:22<02:19, 1.53it/s] CLIP Loss: 711.881 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.881 15%|#4 | 37/250 [00:22<02:14, 1.59it/s] CLIP Loss: 715.080 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.080 15%|#5 | 38/250 [00:23<02:10, 1.63it/s] CLIP Loss: 734.405 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 734.405 16%|#5 | 39/250 [00:24<02:07, 1.65it/s] CLIP Loss: 720.055 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.055 16%|#6 | 40/250 [00:24<02:05, 1.68it/s] CLIP Loss: 720.062 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.062 16%|#6 | 41/250 [00:25<02:17, 1.52it/s] CLIP Loss: 716.198 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.198 17%|#6 | 42/250 [00:26<02:12, 1.58it/s] CLIP Loss: 715.686 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.686 17%|#7 | 43/250 [00:26<02:08, 1.61it/s] CLIP Loss: 709.254 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.254 18%|#7 | 44/250 [00:27<02:05, 1.64it/s] CLIP Loss: 706.031 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.031 18%|#8 | 45/250 [00:27<02:03, 1.67it/s] CLIP Loss: 724.324 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 724.324 18%|#8 | 46/250 [00:28<02:15, 1.50it/s] CLIP Loss: 714.841 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 714.841 19%|#8 | 47/250 [00:29<02:09, 1.57it/s] CLIP Loss: 730.544 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 730.544 19%|#9 | 48/250 [00:29<02:05, 1.61it/s] CLIP Loss: 717.037 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 717.037 20%|#9 | 49/250 [00:30<02:02, 1.64it/s] CLIP Loss: 713.334 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.334 20%|## | 50/250 [00:30<02:00, 1.66it/s] CLIP Loss: 709.103 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.103 20%|## | 51/250 [00:31<02:16, 1.46it/s] CLIP Loss: 720.687 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.687 21%|## | 52/250 [00:32<02:09, 1.53it/s] CLIP Loss: 701.907 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.907 21%|##1 | 53/250 [00:32<02:04, 1.58it/s] CLIP Loss: 722.667 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 722.667 22%|##1 | 54/250 [00:33<02:01, 1.62it/s] CLIP Loss: 703.178 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.178 22%|##2 | 55/250 [00:34<01:59, 1.64it/s] CLIP Loss: 725.098 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 725.098 22%|##2 | 56/250 [00:35<02:12, 1.47it/s] CLIP Loss: 713.473 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.473 23%|##2 | 57/250 [00:35<02:04, 1.55it/s] CLIP Loss: 727.374 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.374 23%|##3 | 58/250 [00:36<02:00, 1.59it/s] CLIP Loss: 711.514 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.514 24%|##3 | 59/250 [00:36<01:57, 1.63it/s] CLIP Loss: 713.740 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.740 24%|##4 | 60/250 [00:37<01:54, 1.66it/s] CLIP Loss: 726.261 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 726.261 24%|##4 | 61/250 [00:38<02:06, 1.49it/s] CLIP Loss: 715.359 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.359 25%|##4 | 62/250 [00:38<02:01, 1.55it/s] CLIP Loss: 704.769 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.769 25%|##5 | 63/250 [00:39<01:56, 1.60it/s] CLIP Loss: 709.638 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.638 26%|##5 | 64/250 [00:39<01:53, 1.64it/s] CLIP Loss: 708.194 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.194 26%|##6 | 65/250 [00:40<01:50, 1.67it/s] CLIP Loss: 706.005 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.005 26%|##6 | 66/250 [00:41<02:02, 1.50it/s] CLIP Loss: 700.495 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.495 27%|##6 | 67/250 [00:41<01:57, 1.56it/s] CLIP Loss: 713.866 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.866 27%|##7 | 68/250 [00:42<01:52, 1.61it/s] CLIP Loss: 702.002 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.002 28%|##7 | 69/250 [00:43<01:49, 1.65it/s] CLIP Loss: 709.951 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.951 28%|##8 | 70/250 [00:43<01:47, 1.67it/s] CLIP Loss: 710.115 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 710.115 28%|##8 | 71/250 [00:44<01:59, 1.50it/s] CLIP Loss: 719.333 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 719.333 29%|##8 | 72/250 [00:44<01:53, 1.57it/s] CLIP Loss: 716.505 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.505 29%|##9 | 73/250 [00:45<01:49, 1.61it/s] CLIP Loss: 714.270 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 714.270 30%|##9 | 74/250 [00:46<01:48, 1.62it/s] CLIP Loss: 708.195 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.195 30%|### | 75/250 [00:46<01:45, 1.66it/s] CLIP Loss: 700.382 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.382 30%|### | 76/250 [00:47<01:58, 1.47it/s] CLIP Loss: 709.238 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.238 31%|### | 77/250 [00:48<01:52, 1.54it/s] CLIP Loss: 704.987 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.987 31%|###1 | 78/250 [00:48<01:47, 1.60it/s] CLIP Loss: 698.836 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.836 32%|###1 | 79/250 [00:49<01:44, 1.63it/s] CLIP Loss: 690.510 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.510 32%|###2 | 80/250 [00:49<01:42, 1.66it/s] CLIP Loss: 714.746 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 714.746 32%|###2 | 81/250 [00:50<01:54, 1.47it/s] CLIP Loss: 712.537 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.537 33%|###2 | 82/250 [00:51<01:48, 1.55it/s] CLIP Loss: 720.639 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.639 33%|###3 | 83/250 [00:51<01:44, 1.60it/s] CLIP Loss: 693.270 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.270 34%|###3 | 84/250 [00:52<01:41, 1.63it/s] CLIP Loss: 708.382 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.382 34%|###4 | 85/250 [00:53<01:39, 1.67it/s] CLIP Loss: 700.374 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.374 34%|###4 | 86/250 [00:53<01:52, 1.45it/s] CLIP Loss: 721.351 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 721.351 35%|###4 | 87/250 [00:54<01:46, 1.54it/s] CLIP Loss: 708.509 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.509 35%|###5 | 88/250 [00:55<01:41, 1.60it/s] CLIP Loss: 697.398 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.398 36%|###5 | 89/250 [00:55<01:38, 1.64it/s] CLIP Loss: 702.716 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.716 36%|###6 | 90/250 [00:56<01:35, 1.67it/s] CLIP Loss: 708.328 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.328 36%|###6 | 91/250 [00:57<01:48, 1.47it/s] CLIP Loss: 694.889 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.889 37%|###6 | 92/250 [00:57<01:42, 1.54it/s] CLIP Loss: 692.177 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.177 37%|###7 | 93/250 [00:58<01:37, 1.60it/s] CLIP Loss: 702.762 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.762 38%|###7 | 94/250 [00:58<01:34, 1.65it/s] CLIP Loss: 698.569 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.569 38%|###8 | 95/250 [00:59<01:32, 1.68it/s] CLIP Loss: 706.107 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.107 38%|###8 | 96/250 [01:00<01:45, 1.46it/s] CLIP Loss: 689.092 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.092 39%|###8 | 97/250 [01:00<01:39, 1.54it/s] CLIP Loss: 688.106 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.106 39%|###9 | 98/250 [01:01<01:34, 1.60it/s] CLIP Loss: 690.327 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.327 40%|###9 | 99/250 [01:01<01:32, 1.64it/s] CLIP Loss: 695.539 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.539 40%|#### | 100/250 [01:02<01:29, 1.67it/s] CLIP Loss: 696.067 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.067 40%|#### | 101/250 [01:03<01:44, 1.43it/s] CLIP Loss: 694.488 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.488 41%|#### | 102/250 [01:04<01:37, 1.52it/s] CLIP Loss: 696.371 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.371 41%|####1 | 103/250 [01:04<01:33, 1.58it/s] CLIP Loss: 695.988 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.988 42%|####1 | 104/250 [01:05<01:29, 1.62it/s] CLIP Loss: 692.920 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.920 42%|####2 | 105/250 [01:05<01:27, 1.66it/s] CLIP Loss: 698.389 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.389 42%|####2 | 106/250 [01:06<01:40, 1.44it/s] CLIP Loss: 688.784 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.784 43%|####2 | 107/250 [01:07<01:34, 1.52it/s] CLIP Loss: 687.357 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.357 43%|####3 | 108/250 [01:07<01:29, 1.59it/s] CLIP Loss: 681.261 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 681.261 44%|####3 | 109/250 [01:08<01:26, 1.64it/s] CLIP Loss: 692.646 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.646 44%|####4 | 110/250 [01:08<01:23, 1.67it/s] CLIP Loss: 680.749 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 680.749 44%|####4 | 111/250 [01:09<01:35, 1.45it/s] CLIP Loss: 704.262 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.262 45%|####4 | 112/250 [01:10<01:30, 1.53it/s] CLIP Loss: 695.349 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.349 45%|####5 | 113/250 [01:11<01:26, 1.58it/s] CLIP Loss: 681.595 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 681.595 46%|####5 | 114/250 [01:11<01:23, 1.63it/s] CLIP Loss: 694.566 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.566 46%|####6 | 115/250 [01:12<01:21, 1.65it/s] CLIP Loss: 707.302 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 707.302 46%|####6 | 116/250 [01:13<01:33, 1.43it/s] CLIP Loss: 707.168 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 707.168 47%|####6 | 117/250 [01:13<01:27, 1.52it/s] CLIP Loss: 694.633 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.633 47%|####7 | 118/250 [01:14<01:24, 1.57it/s] CLIP Loss: 700.925 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.925 48%|####7 | 119/250 [01:14<01:20, 1.62it/s] CLIP Loss: 683.528 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.528 48%|####8 | 120/250 [01:15<01:18, 1.66it/s] CLIP Loss: 700.060 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.060 48%|####8 | 121/250 [01:16<01:29, 1.45it/s] CLIP Loss: 690.114 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.114 49%|####8 | 122/250 [01:16<01:23, 1.53it/s] CLIP Loss: 705.502 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.502 49%|####9 | 123/250 [01:17<01:19, 1.59it/s] CLIP Loss: 692.202 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.202 50%|####9 | 124/250 [01:17<01:17, 1.63it/s] CLIP Loss: 689.412 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.412 50%|##### | 125/250 [01:18<01:15, 1.67it/s] CLIP Loss: 686.584 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.584 50%|##### | 126/250 [01:19<01:24, 1.47it/s] CLIP Loss: 684.931 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.931 51%|##### | 127/250 [01:20<01:19, 1.54it/s] CLIP Loss: 698.707 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.707 51%|#####1 | 128/250 [01:20<01:16, 1.60it/s] CLIP Loss: 683.741 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.741 52%|#####1 | 129/250 [01:21<01:14, 1.62it/s] CLIP Loss: 721.588 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 721.588 52%|#####2 | 130/250 [01:21<01:12, 1.66it/s] CLIP Loss: 694.986 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.986 52%|#####2 | 131/250 [01:22<01:21, 1.46it/s] CLIP Loss: 697.446 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.446 53%|#####2 | 132/250 [01:23<01:16, 1.53it/s] CLIP Loss: 702.216 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.216 53%|#####3 | 133/250 [01:23<01:13, 1.58it/s] CLIP Loss: 692.955 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.955 54%|#####3 | 134/250 [01:24<01:11, 1.62it/s] CLIP Loss: 693.732 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.732 54%|#####4 | 135/250 [01:24<01:09, 1.67it/s] CLIP Loss: 694.217 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.217 54%|#####4 | 136/250 [01:25<01:18, 1.46it/s] CLIP Loss: 703.422 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.422 55%|#####4 | 137/250 [01:26<01:13, 1.54it/s] CLIP Loss: 712.256 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.256 55%|#####5 | 138/250 [01:26<01:09, 1.60it/s] CLIP Loss: 688.016 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.016 56%|#####5 | 139/250 [01:27<01:07, 1.64it/s] CLIP Loss: 693.718 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.718 56%|#####6 | 140/250 [01:28<01:05, 1.67it/s] CLIP Loss: 695.421 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.421 56%|#####6 | 141/250 [01:28<01:13, 1.48it/s] CLIP Loss: 682.851 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 682.851 57%|#####6 | 142/250 [01:29<01:09, 1.55it/s] CLIP Loss: 700.055 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.055 57%|#####7 | 143/250 [01:30<01:06, 1.61it/s] CLIP Loss: 718.892 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 718.892 58%|#####7 | 144/250 [01:30<01:04, 1.64it/s] CLIP Loss: 695.730 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.730 58%|#####8 | 145/250 [01:31<01:03, 1.66it/s] CLIP Loss: 695.606 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.606 58%|#####8 | 146/250 [01:32<01:11, 1.45it/s] CLIP Loss: 700.289 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.289 59%|#####8 | 147/250 [01:32<01:07, 1.53it/s] CLIP Loss: 697.638 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.638 59%|#####9 | 148/250 [01:33<01:04, 1.59it/s] CLIP Loss: 695.599 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.599 60%|#####9 | 149/250 [01:33<01:02, 1.63it/s] CLIP Loss: 697.020 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.020 60%|###### | 150/250 [01:34<01:00, 1.67it/s] CLIP Loss: 691.422 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.422 60%|###### | 151/250 [01:35<01:07, 1.46it/s] CLIP Loss: 695.277 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.277 61%|###### | 152/250 [01:35<01:03, 1.53it/s] CLIP Loss: 724.564 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 724.564 61%|######1 | 153/250 [01:36<01:00, 1.59it/s] CLIP Loss: 689.188 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.188 62%|######1 | 154/250 [01:37<00:58, 1.64it/s] CLIP Loss: 691.530 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.530 62%|######2 | 155/250 [01:37<00:57, 1.67it/s] CLIP Loss: 715.396 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.396 62%|######2 | 156/250 [01:38<01:05, 1.44it/s] CLIP Loss: 695.104 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.104 63%|######2 | 157/250 [01:39<01:01, 1.52it/s] CLIP Loss: 686.849 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.849 63%|######3 | 158/250 [01:39<00:58, 1.58it/s] CLIP Loss: 686.649 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.649 64%|######3 | 159/250 [01:40<00:55, 1.63it/s] CLIP Loss: 697.406 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.406 64%|######4 | 160/250 [01:40<00:54, 1.66it/s] CLIP Loss: 721.843 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 721.843 64%|######4 | 161/250 [01:41<01:01, 1.46it/s] CLIP Loss: 696.676 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.676 65%|######4 | 162/250 [01:42<00:57, 1.54it/s] CLIP Loss: 726.880 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 726.880 65%|######5 | 163/250 [01:42<00:54, 1.59it/s] CLIP Loss: 699.227 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.227 66%|######5 | 164/250 [01:43<00:52, 1.63it/s] CLIP Loss: 711.022 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.022 66%|######6 | 165/250 [01:43<00:51, 1.66it/s] CLIP Loss: 697.205 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.205 66%|######6 | 166/250 [01:44<00:57, 1.46it/s] CLIP Loss: 710.341 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 710.341 67%|######6 | 167/250 [01:45<00:53, 1.54it/s] CLIP Loss: 705.476 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.476 67%|######7 | 168/250 [01:46<00:51, 1.59it/s] CLIP Loss: 701.284 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.284 68%|######7 | 169/250 [01:46<00:49, 1.64it/s] CLIP Loss: 703.257 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.257 68%|######8 | 170/250 [01:47<00:48, 1.67it/s] CLIP Loss: 699.386 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.386 68%|######8 | 171/250 [01:48<00:54, 1.45it/s] CLIP Loss: 727.149 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.149 69%|######8 | 172/250 [01:48<00:50, 1.53it/s] CLIP Loss: 696.281 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.281 69%|######9 | 173/250 [01:49<00:48, 1.59it/s] CLIP Loss: 713.495 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.495 70%|######9 | 174/250 [01:49<00:46, 1.62it/s] CLIP Loss: 706.158 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.158 70%|####### | 175/250 [01:50<00:45, 1.65it/s] CLIP Loss: 699.340 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.340 70%|####### | 176/250 [01:51<00:51, 1.44it/s] CLIP Loss: 702.367 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.367 71%|####### | 177/250 [01:51<00:47, 1.52it/s] CLIP Loss: 714.353 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 714.353 71%|#######1 | 178/250 [01:52<00:45, 1.58it/s] CLIP Loss: 697.114 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.114 72%|#######1 | 179/250 [01:52<00:43, 1.64it/s] CLIP Loss: 714.519 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 714.519 72%|#######2 | 180/250 [01:53<00:42, 1.66it/s] CLIP Loss: 703.330 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.330 72%|#######2 | 181/250 [01:54<00:47, 1.46it/s] CLIP Loss: 698.805 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.805 73%|#######2 | 182/250 [01:55<00:44, 1.54it/s] CLIP Loss: 696.398 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.398 73%|#######3 | 183/250 [01:55<00:41, 1.60it/s] CLIP Loss: 718.562 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 718.562 74%|#######3 | 184/250 [01:56<00:40, 1.64it/s] CLIP Loss: 712.857 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.857 74%|#######4 | 185/250 [01:56<00:39, 1.66it/s] CLIP Loss: 708.278 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.278 74%|#######4 | 186/250 [01:57<00:43, 1.47it/s] CLIP Loss: 700.749 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.749 75%|#######4 | 187/250 [01:58<00:40, 1.54it/s] CLIP Loss: 717.642 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 717.642 75%|#######5 | 188/250 [01:58<00:38, 1.59it/s] CLIP Loss: 712.878 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.878 76%|#######5 | 189/250 [01:59<00:37, 1.63it/s] CLIP Loss: 713.519 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.519 76%|#######6 | 190/250 [01:59<00:36, 1.66it/s] CLIP Loss: 715.659 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.659 76%|#######6 | 191/250 [02:00<00:40, 1.47it/s] CLIP Loss: 737.814 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 737.814 77%|#######6 | 192/250 [02:01<00:37, 1.56it/s] CLIP Loss: 707.058 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 707.058 77%|#######7 | 193/250 [02:01<00:35, 1.61it/s] CLIP Loss: 700.294 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.294 78%|#######7 | 194/250 [02:02<00:33, 1.65it/s] CLIP Loss: 723.532 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 723.532 78%|#######8 | 195/250 [02:03<00:32, 1.68it/s] CLIP Loss: 719.839 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 719.839 78%|#######8 | 196/250 [02:03<00:37, 1.45it/s] CLIP Loss: 695.713 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.713 79%|#######8 | 197/250 [02:04<00:34, 1.53it/s] CLIP Loss: 719.427 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 719.427 79%|#######9 | 198/250 [02:05<00:32, 1.59it/s] CLIP Loss: 702.644 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.644 80%|#######9 | 199/250 [02:05<00:31, 1.64it/s] CLIP Loss: 700.992 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.992 80%|######## | 200/250 [02:06<00:30, 1.67it/s] CLIP Loss: 720.486 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.486 80%|######## | 201/250 [02:07<00:33, 1.47it/s] CLIP Loss: 697.421 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.421 81%|######## | 202/250 [02:07<00:30, 1.55it/s] CLIP Loss: 706.956 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.956 81%|########1 | 203/250 [02:08<00:29, 1.60it/s] CLIP Loss: 712.415 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.415 82%|########1 | 204/250 [02:08<00:27, 1.65it/s] CLIP Loss: 713.095 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.095 82%|########2 | 205/250 [02:09<00:26, 1.67it/s] CLIP Loss: 709.653 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.653 82%|########2 | 206/250 [02:10<00:29, 1.47it/s] CLIP Loss: 720.045 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.045 83%|########2 | 207/250 [02:10<00:27, 1.55it/s] CLIP Loss: 726.187 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 726.187 83%|########3 | 208/250 [02:11<00:26, 1.61it/s] CLIP Loss: 704.483 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.483 84%|########3 | 209/250 [02:11<00:24, 1.65it/s] CLIP Loss: 707.497 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 707.497 84%|########4 | 210/250 [02:12<00:23, 1.68it/s] CLIP Loss: 701.321 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.321 84%|########4 | 211/250 [02:13<00:26, 1.46it/s] CLIP Loss: 716.396 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.396 85%|########4 | 212/250 [02:13<00:24, 1.55it/s] CLIP Loss: 716.457 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.457 85%|########5 | 213/250 [02:14<00:23, 1.60it/s] CLIP Loss: 712.493 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.493 86%|########5 | 214/250 [02:15<00:21, 1.65it/s] CLIP Loss: 720.214 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.214 86%|########6 | 215/250 [02:15<00:20, 1.68it/s] CLIP Loss: 712.701 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.701 86%|########6 | 216/250 [02:16<00:23, 1.45it/s] CLIP Loss: 722.289 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 722.289 87%|########6 | 217/250 [02:17<00:21, 1.54it/s] CLIP Loss: 711.528 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.529 87%|########7 | 218/250 [02:17<00:19, 1.60it/s] CLIP Loss: 710.318 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 710.318 88%|########7 | 219/250 [02:18<00:19, 1.62it/s] CLIP Loss: 704.874 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.874 88%|########8 | 220/250 [02:18<00:18, 1.66it/s] CLIP Loss: 716.837 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.837 88%|########8 | 221/250 [02:19<00:19, 1.47it/s] CLIP Loss: 720.984 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.984 89%|########8 | 222/250 [02:20<00:18, 1.55it/s] CLIP Loss: 702.465 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.465 89%|########9 | 223/250 [02:20<00:16, 1.61it/s] CLIP Loss: 710.420 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 710.420 90%|########9 | 224/250 [02:21<00:15, 1.65it/s] CLIP Loss: 716.378 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.378 90%|######### | 225/250 [02:21<00:14, 1.68it/s] CLIP Loss: 703.173 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.173 90%|######### | 226/250 [02:22<00:16, 1.49it/s] CLIP Loss: 698.879 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.879 91%|######### | 227/250 [02:23<00:14, 1.56it/s] CLIP Loss: 713.664 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.664 91%|#########1| 228/250 [02:23<00:13, 1.62it/s] CLIP Loss: 694.050 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.050 92%|#########1| 229/250 [02:24<00:12, 1.66it/s] CLIP Loss: 714.721 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 714.721 92%|#########2| 230/250 [02:25<00:11, 1.69it/s] CLIP Loss: 703.531 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.531 92%|#########2| 231/250 [02:25<00:12, 1.49it/s] CLIP Loss: 703.850 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.850 93%|#########2| 232/250 [02:26<00:11, 1.57it/s] CLIP Loss: 709.035 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.035 93%|#########3| 233/250 [02:27<00:10, 1.62it/s] CLIP Loss: 697.840 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.840 94%|#########3| 234/250 [02:27<00:09, 1.66it/s] CLIP Loss: 716.094 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.094 94%|#########3| 235/250 [02:28<00:08, 1.69it/s] CLIP Loss: 702.497 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.497 94%|#########4| 236/250 [02:29<00:09, 1.48it/s] CLIP Loss: 715.011 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.011 95%|#########4| 237/250 [02:29<00:08, 1.56it/s] CLIP Loss: 691.482 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.483 95%|#########5| 238/250 [02:30<00:07, 1.62it/s] CLIP Loss: 709.992 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.992 96%|#########5| 239/250 [02:30<00:06, 1.66it/s] CLIP Loss: 701.593 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.593 96%|#########6| 240/250 [02:31<00:05, 1.69it/s] CLIP Loss: 692.422 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.422 96%|#########6| 241/250 [02:32<00:05, 1.51it/s] CLIP Loss: 695.460 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.460 97%|#########6| 242/250 [02:32<00:05, 1.58it/s] CLIP Loss: 696.299 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.299 97%|#########7| 243/250 [02:33<00:04, 1.64it/s] CLIP Loss: 681.873 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 681.873 98%|#########7| 244/250 [02:33<00:03, 1.67it/s] CLIP Loss: 692.676 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.676 98%|#########8| 245/250 [02:34<00:02, 1.69it/s] CLIP Loss: 698.801 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.801 98%|#########8| 246/250 [02:35<00:02, 1.54it/s] CLIP Loss: 698.615 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.615 99%|#########8| 247/250 [02:35<00:01, 1.61it/s] CLIP Loss: 711.231 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.231 99%|#########9| 248/250 [02:36<00:01, 1.65it/s] CLIP Loss: 694.078 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.078 100%|#########9| 249/250 [02:36<00:00, 1.69it/s] CLIP Loss: 690.805 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.805 100%|##########| 250/250 [02:37<00:00, 1.57it/s] 100%|##########| 250/250 [02:37<00:00, 1.59it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDc7swkky7ebbydnjan7oa6bo2ciStatusSucceededSourceWebHardware–Total duration–CreatedInput
- size
- 256
- prompt
- a dog staring at the camera
- respace
- 250
- tv_scale
- "150"
- sat_scale
- "0"
- range_scale
- "50"
- clip_guidance_scale
- "1000"
{ "size": "256", "prompt": "a dog staring at the camera", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { prompt: "a dog staring at the camera", respace: "250", tv_scale: "150", sat_scale: "0", range_scale: "50", clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "prompt": "a dog staring at the camera", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "prompt": "a dog staring at the camera", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'prompt="a dog staring at the camera"' \ -i 'respace="250"' \ -i 'tv_scale="150"' \ -i 'sat_scale="0"' \ -i 'range_scale="50"' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "prompt": "a dog staring at the camera", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-11T07:25:14.279773Z", "created_at": "2021-10-11T07:21:13.944526Z", "data_removed": false, "error": null, "id": "c7swkky7ebbydnjan7oa6bo2ci", "input": { "size": "256", "prompt": "a dog staring at the camera", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 906.284\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 914.363\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<03:23, 1.22it/s]\nCLIP Loss: 895.601\tRange Loss: 0.001\tTV Loss: 5.091\tTotal Loss: 900.692\n\n 1%| | 2/250 [00:01<03:48, 1.08it/s]\nCLIP Loss: 889.513\tRange Loss: 0.000\tTV Loss: 4.612\tTotal Loss: 894.126\n\n 1%|1 | 3/250 [00:02<03:40, 1.12it/s]\nCLIP Loss: 884.926\tRange Loss: 0.000\tTV Loss: 4.115\tTotal Loss: 889.041\n\n 2%|1 | 4/250 [00:03<03:39, 1.12it/s]\nCLIP Loss: 873.134\tRange Loss: 0.001\tTV Loss: 3.144\tTotal Loss: 876.279\n\n 2%|2 | 5/250 [00:04<03:35, 1.13it/s]\nCLIP Loss: 863.475\tRange Loss: 0.000\tTV Loss: 4.434\tTotal Loss: 867.909\n\n 2%|2 | 6/250 [00:05<03:33, 1.14it/s]\nCLIP Loss: 863.079\tRange Loss: 0.000\tTV Loss: 3.066\tTotal Loss: 866.145\n\n 3%|2 | 7/250 [00:06<03:35, 1.13it/s]\nCLIP Loss: 856.783\tRange Loss: 0.000\tTV Loss: 3.416\tTotal Loss: 860.200\n\n 3%|3 | 8/250 [00:07<03:31, 1.14it/s]\nCLIP Loss: 870.426\tRange Loss: 0.000\tTV Loss: 4.513\tTotal Loss: 874.938\n\n 4%|3 | 9/250 [00:07<03:28, 1.15it/s]\nCLIP Loss: 859.802\tRange Loss: 0.000\tTV Loss: 2.837\tTotal Loss: 862.639\n\n 4%|4 | 10/250 [00:08<03:29, 1.14it/s]\nCLIP Loss: 855.964\tRange Loss: 0.000\tTV Loss: 3.423\tTotal Loss: 859.387\n\n 4%|4 | 11/250 [00:09<03:29, 1.14it/s]\nCLIP Loss: 854.748\tRange Loss: 0.000\tTV Loss: 3.220\tTotal Loss: 857.967\n\n 5%|4 | 12/250 [00:10<03:32, 1.12it/s]\nCLIP Loss: 855.483\tRange Loss: 0.000\tTV Loss: 3.668\tTotal Loss: 859.151\n\n 5%|5 | 13/250 [00:11<03:29, 1.13it/s]\nCLIP Loss: 850.280\tRange Loss: 0.000\tTV Loss: 3.501\tTotal Loss: 853.780\n\n 6%|5 | 14/250 [00:12<03:27, 1.14it/s]\nCLIP Loss: 847.087\tRange Loss: 0.000\tTV Loss: 3.330\tTotal Loss: 850.416\n\n 6%|6 | 15/250 [00:13<03:25, 1.14it/s]\nCLIP Loss: 846.027\tRange Loss: 0.000\tTV Loss: 3.587\tTotal Loss: 849.614\n\n 6%|6 | 16/250 [00:14<03:25, 1.14it/s]\nCLIP Loss: 844.285\tRange Loss: 0.000\tTV Loss: 3.085\tTotal Loss: 847.370\n\n 7%|6 | 17/250 [00:14<03:24, 1.14it/s]\nCLIP Loss: 843.867\tRange Loss: 0.000\tTV Loss: 3.587\tTotal Loss: 847.454\n\n 7%|7 | 18/250 [00:15<03:22, 1.14it/s]\nCLIP Loss: 841.745\tRange Loss: 0.000\tTV Loss: 3.200\tTotal Loss: 844.945\n\n 8%|7 | 19/250 [00:16<03:22, 1.14it/s]\nCLIP Loss: 820.182\tRange Loss: 0.000\tTV Loss: 2.167\tTotal Loss: 822.349\n\n 8%|8 | 20/250 [00:17<03:20, 1.15it/s]\nCLIP Loss: 824.699\tRange Loss: 0.000\tTV Loss: 2.290\tTotal Loss: 826.989\n\n 8%|8 | 21/250 [00:18<03:20, 1.14it/s]\nCLIP Loss: 810.270\tRange Loss: 0.000\tTV Loss: 1.566\tTotal Loss: 811.836\n\n 9%|8 | 22/250 [00:19<03:19, 1.14it/s]\nCLIP Loss: 813.867\tRange Loss: 0.000\tTV Loss: 1.541\tTotal Loss: 815.408\n\n 9%|9 | 23/250 [00:20<03:20, 1.13it/s]\nCLIP Loss: 808.380\tRange Loss: 0.000\tTV Loss: 1.670\tTotal Loss: 810.050\n\n 10%|9 | 24/250 [00:21<03:18, 1.14it/s]\nCLIP Loss: 819.639\tRange Loss: 0.000\tTV Loss: 2.083\tTotal Loss: 821.722\n\n 10%|# | 25/250 [00:21<03:16, 1.14it/s]\nCLIP Loss: 814.636\tRange Loss: 0.000\tTV Loss: 1.866\tTotal Loss: 816.502\n\n 10%|# | 26/250 [00:22<03:16, 1.14it/s]\nCLIP Loss: 813.281\tRange Loss: 0.000\tTV Loss: 1.885\tTotal Loss: 815.166\n\n 11%|# | 27/250 [00:23<03:16, 1.13it/s]\nCLIP Loss: 807.364\tRange Loss: 0.000\tTV Loss: 1.234\tTotal Loss: 808.599\n\n 11%|#1 | 28/250 [00:24<03:14, 1.14it/s]\nCLIP Loss: 804.993\tRange Loss: 0.000\tTV Loss: 1.210\tTotal Loss: 806.203\n\n 12%|#1 | 29/250 [00:25<03:13, 1.14it/s]\nCLIP Loss: 802.343\tRange Loss: 0.000\tTV Loss: 0.853\tTotal Loss: 803.197\n\n 12%|#2 | 30/250 [00:26<03:18, 1.11it/s]\nCLIP Loss: 810.793\tRange Loss: 0.000\tTV Loss: 0.692\tTotal Loss: 811.485\n\n 12%|#2 | 31/250 [00:27<03:16, 1.12it/s]\nCLIP Loss: 808.112\tRange Loss: 0.000\tTV Loss: 0.785\tTotal Loss: 808.898\n\n 13%|#2 | 32/250 [00:28<03:15, 1.12it/s]\nCLIP Loss: 809.015\tRange Loss: 0.000\tTV Loss: 0.679\tTotal Loss: 809.694\n\n 13%|#3 | 33/250 [00:29<03:13, 1.12it/s]\nCLIP Loss: 805.680\tRange Loss: 0.000\tTV Loss: 0.462\tTotal Loss: 806.142\n\n 14%|#3 | 34/250 [00:30<03:15, 1.10it/s]\nCLIP Loss: 807.374\tRange Loss: 0.000\tTV Loss: 0.647\tTotal Loss: 808.022\n\n 14%|#4 | 35/250 [00:30<03:16, 1.09it/s]\nCLIP Loss: 809.518\tRange Loss: 0.000\tTV Loss: 0.488\tTotal Loss: 810.005\n\n 14%|#4 | 36/250 [00:31<03:13, 1.11it/s]\nCLIP Loss: 806.825\tRange Loss: 0.000\tTV Loss: 0.665\tTotal Loss: 807.490\n\n 15%|#4 | 37/250 [00:32<03:13, 1.10it/s]\nCLIP Loss: 809.951\tRange Loss: 0.000\tTV Loss: 0.597\tTotal Loss: 810.548\n\n 15%|#5 | 38/250 [00:33<03:12, 1.10it/s]\nCLIP Loss: 809.918\tRange Loss: 0.000\tTV Loss: 0.430\tTotal Loss: 810.348\n\n 16%|#5 | 39/250 [00:34<03:11, 1.10it/s]\nCLIP Loss: 809.480\tRange Loss: 0.000\tTV Loss: 0.389\tTotal Loss: 809.869\n\n 16%|#6 | 40/250 [00:35<03:08, 1.11it/s]\nCLIP Loss: 805.812\tRange Loss: 0.000\tTV Loss: 0.438\tTotal Loss: 806.250\n\n 16%|#6 | 41/250 [00:36<03:07, 1.11it/s]\nCLIP Loss: 808.173\tRange Loss: 0.000\tTV Loss: 0.427\tTotal Loss: 808.601\n\n 17%|#6 | 42/250 [00:37<03:09, 1.10it/s]\nCLIP Loss: 806.692\tRange Loss: 0.000\tTV Loss: 0.478\tTotal Loss: 807.170\n\n 17%|#7 | 43/250 [00:38<03:07, 1.10it/s]\nCLIP Loss: 816.508\tRange Loss: 0.000\tTV Loss: 0.339\tTotal Loss: 816.846\n\n 18%|#7 | 44/250 [00:39<03:05, 1.11it/s]\nCLIP Loss: 810.148\tRange Loss: 0.000\tTV Loss: 0.444\tTotal Loss: 810.592\n\n 18%|#8 | 45/250 [00:39<03:05, 1.11it/s]\nCLIP Loss: 798.666\tRange Loss: 0.000\tTV Loss: 0.419\tTotal Loss: 799.085\n\n 18%|#8 | 46/250 [00:40<03:05, 1.10it/s]\nCLIP Loss: 792.601\tRange Loss: 0.000\tTV Loss: 0.279\tTotal Loss: 792.880\n\n 19%|#8 | 47/250 [00:41<03:07, 1.08it/s]\nCLIP Loss: 791.253\tRange Loss: 0.000\tTV Loss: 0.327\tTotal Loss: 791.580\n\n 19%|#9 | 48/250 [00:42<03:04, 1.09it/s]\nCLIP Loss: 785.598\tRange Loss: 0.000\tTV Loss: 0.353\tTotal Loss: 785.951\n\n 20%|#9 | 49/250 [00:43<03:05, 1.09it/s]\nCLIP Loss: 790.070\tRange Loss: 0.000\tTV Loss: 0.343\tTotal Loss: 790.414\n\n 20%|## | 50/250 [00:44<03:04, 1.08it/s]\nCLIP Loss: 779.006\tRange Loss: 0.000\tTV Loss: 0.271\tTotal Loss: 779.278\n\n 20%|## | 51/250 [00:45<03:07, 1.06it/s]\nCLIP Loss: 777.192\tRange Loss: 0.000\tTV Loss: 0.299\tTotal Loss: 777.491\n\n 21%|## | 52/250 [00:46<03:08, 1.05it/s]\nCLIP Loss: 777.257\tRange Loss: 0.000\tTV Loss: 0.266\tTotal Loss: 777.523\n\n 21%|##1 | 53/250 [00:47<03:07, 1.05it/s]\nCLIP Loss: 776.249\tRange Loss: 0.000\tTV Loss: 0.236\tTotal Loss: 776.485\n\n 22%|##1 | 54/250 [00:48<03:04, 1.06it/s]\nCLIP Loss: 783.035\tRange Loss: 0.000\tTV Loss: 0.338\tTotal Loss: 783.373\n\n 22%|##2 | 55/250 [00:49<03:02, 1.07it/s]\nCLIP Loss: 780.871\tRange Loss: 0.000\tTV Loss: 0.244\tTotal Loss: 781.114\n\n 22%|##2 | 56/250 [00:50<03:01, 1.07it/s]\nCLIP Loss: 775.328\tRange Loss: 0.000\tTV Loss: 0.254\tTotal Loss: 775.581\n\n 23%|##2 | 57/250 [00:51<03:03, 1.05it/s]\nCLIP Loss: 775.299\tRange Loss: 0.000\tTV Loss: 0.229\tTotal Loss: 775.528\n\n 23%|##3 | 58/250 [00:52<03:03, 1.04it/s]\nCLIP Loss: 786.104\tRange Loss: 0.000\tTV Loss: 0.213\tTotal Loss: 786.317\n\n 24%|##3 | 59/250 [00:53<03:07, 1.02it/s]\nCLIP Loss: 777.016\tRange Loss: 0.000\tTV Loss: 0.232\tTotal Loss: 777.249\n\n 24%|##4 | 60/250 [00:54<03:05, 1.02it/s]\nCLIP Loss: 770.732\tRange Loss: 0.000\tTV Loss: 0.201\tTotal Loss: 770.933\n\n 24%|##4 | 61/250 [00:55<03:08, 1.00it/s]\nCLIP Loss: 774.605\tRange Loss: 0.000\tTV Loss: 0.165\tTotal Loss: 774.770\n\n 25%|##4 | 62/250 [00:56<03:06, 1.01it/s]\nCLIP Loss: 767.275\tRange Loss: 0.000\tTV Loss: 0.158\tTotal Loss: 767.433\n\n 25%|##5 | 63/250 [00:57<03:03, 1.02it/s]\nCLIP Loss: 779.719\tRange Loss: 0.000\tTV Loss: 0.204\tTotal Loss: 779.923\n\n 26%|##5 | 64/250 [00:58<03:01, 1.03it/s]\nCLIP Loss: 783.114\tRange Loss: 0.000\tTV Loss: 0.212\tTotal Loss: 783.327\n\n 26%|##6 | 65/250 [00:59<02:59, 1.03it/s]\nCLIP Loss: 780.304\tRange Loss: 0.000\tTV Loss: 0.245\tTotal Loss: 780.549\n\n 26%|##6 | 66/250 [01:00<02:58, 1.03it/s]\nCLIP Loss: 841.067\tRange Loss: 0.000\tTV Loss: 0.206\tTotal Loss: 841.274\n\n 27%|##6 | 67/250 [01:01<02:57, 1.03it/s]\nCLIP Loss: 804.335\tRange Loss: 0.000\tTV Loss: 0.202\tTotal Loss: 804.536\n\n 27%|##7 | 68/250 [01:02<02:56, 1.03it/s]\nCLIP Loss: 792.944\tRange Loss: 0.000\tTV Loss: 0.243\tTotal Loss: 793.187\n\n 28%|##7 | 69/250 [01:03<02:57, 1.02it/s]\nCLIP Loss: 791.728\tRange Loss: 0.000\tTV Loss: 0.278\tTotal Loss: 792.005\n\n 28%|##8 | 70/250 [01:04<02:54, 1.03it/s]\nCLIP Loss: 801.227\tRange Loss: 0.000\tTV Loss: 0.216\tTotal Loss: 801.443\n\n 28%|##8 | 71/250 [01:05<02:55, 1.02it/s]\nCLIP Loss: 794.603\tRange Loss: 0.000\tTV Loss: 0.235\tTotal Loss: 794.838\n\n 29%|##8 | 72/250 [01:06<02:55, 1.02it/s]\nCLIP Loss: 786.227\tRange Loss: 0.000\tTV Loss: 0.298\tTotal Loss: 786.525\n\n 29%|##9 | 73/250 [01:06<02:53, 1.02it/s]\nCLIP Loss: 790.354\tRange Loss: 0.000\tTV Loss: 0.265\tTotal Loss: 790.618\n\n 30%|##9 | 74/250 [01:07<02:51, 1.03it/s]\nCLIP Loss: 782.315\tRange Loss: 0.000\tTV Loss: 0.278\tTotal Loss: 782.593\n\n 30%|### | 75/250 [01:08<02:50, 1.03it/s]\nCLIP Loss: 784.700\tRange Loss: 0.000\tTV Loss: 0.300\tTotal Loss: 785.000\n\n 30%|### | 76/250 [01:09<02:47, 1.04it/s]\nCLIP Loss: 777.921\tRange Loss: 0.000\tTV Loss: 0.304\tTotal Loss: 778.225\n\n 31%|### | 77/250 [01:10<02:46, 1.04it/s]\nCLIP Loss: 777.068\tRange Loss: 0.000\tTV Loss: 0.268\tTotal Loss: 777.335\n\n 31%|###1 | 78/250 [01:11<02:46, 1.03it/s]\nCLIP Loss: 775.301\tRange Loss: 0.000\tTV Loss: 0.247\tTotal Loss: 775.548\n\n 32%|###1 | 79/250 [01:12<02:45, 1.03it/s]\nCLIP Loss: 780.481\tRange Loss: 0.000\tTV Loss: 0.250\tTotal Loss: 780.731\n\n 32%|###2 | 80/250 [01:13<02:46, 1.02it/s]\nCLIP Loss: 783.709\tRange Loss: 0.000\tTV Loss: 0.256\tTotal Loss: 783.966\n\n 32%|###2 | 81/250 [01:14<02:46, 1.02it/s]\nCLIP Loss: 776.756\tRange Loss: 0.000\tTV Loss: 0.275\tTotal Loss: 777.031\n\n 33%|###2 | 82/250 [01:15<02:44, 1.02it/s]\nCLIP Loss: 781.062\tRange Loss: 0.000\tTV Loss: 0.231\tTotal Loss: 781.293\n\n 33%|###3 | 83/250 [01:16<02:44, 1.01it/s]\nCLIP Loss: 777.003\tRange Loss: 0.000\tTV Loss: 0.256\tTotal Loss: 777.259\n\n 34%|###3 | 84/250 [01:17<02:44, 1.01it/s]\nCLIP Loss: 774.697\tRange Loss: 0.000\tTV Loss: 0.272\tTotal Loss: 774.969\n\n 34%|###4 | 85/250 [01:18<02:44, 1.00it/s]\nCLIP Loss: 775.356\tRange Loss: 0.000\tTV Loss: 0.290\tTotal Loss: 775.646\n\n 34%|###4 | 86/250 [01:19<02:41, 1.01it/s]\nCLIP Loss: 778.031\tRange Loss: 0.000\tTV Loss: 0.291\tTotal Loss: 778.322\n\n 35%|###4 | 87/250 [01:20<02:41, 1.01it/s]\nCLIP Loss: 775.579\tRange Loss: 0.000\tTV Loss: 0.276\tTotal Loss: 775.855\n\n 35%|###5 | 88/250 [01:21<02:40, 1.01it/s]\nCLIP Loss: 775.057\tRange Loss: 0.000\tTV Loss: 0.291\tTotal Loss: 775.348\n\n 36%|###5 | 89/250 [01:22<02:39, 1.01it/s]\nCLIP Loss: 774.262\tRange Loss: 0.000\tTV Loss: 0.302\tTotal Loss: 774.565\n\n 36%|###6 | 90/250 [01:23<02:38, 1.01it/s]\nCLIP Loss: 770.291\tRange Loss: 0.000\tTV Loss: 0.335\tTotal Loss: 770.626\n\n 36%|###6 | 91/250 [01:24<02:37, 1.01it/s]\nCLIP Loss: 771.959\tRange Loss: 0.000\tTV Loss: 0.309\tTotal Loss: 772.269\n\n 37%|###6 | 92/250 [01:25<02:39, 1.01s/it]\nCLIP Loss: 775.490\tRange Loss: 0.000\tTV Loss: 0.293\tTotal Loss: 775.783\n\n 37%|###7 | 93/250 [01:26<02:38, 1.01s/it]\nCLIP Loss: 774.421\tRange Loss: 0.000\tTV Loss: 0.294\tTotal Loss: 774.715\n\n 38%|###7 | 94/250 [01:27<02:36, 1.00s/it]\nCLIP Loss: 775.471\tRange Loss: 0.000\tTV Loss: 0.355\tTotal Loss: 775.825\n\n 38%|###8 | 95/250 [01:28<02:35, 1.00s/it]\nCLIP Loss: 772.474\tRange Loss: 0.000\tTV Loss: 0.328\tTotal Loss: 772.803\n\n 38%|###8 | 96/250 [01:29<02:34, 1.00s/it]\nCLIP Loss: 768.867\tRange Loss: 0.000\tTV Loss: 0.328\tTotal Loss: 769.195\n\n 39%|###8 | 97/250 [01:30<02:33, 1.00s/it]\nCLIP Loss: 770.433\tRange Loss: 0.000\tTV Loss: 0.367\tTotal Loss: 770.800\n\n 39%|###9 | 98/250 [01:31<02:31, 1.01it/s]\nCLIP Loss: 769.756\tRange Loss: 0.000\tTV Loss: 0.337\tTotal Loss: 770.093\n\n 40%|###9 | 99/250 [01:32<02:31, 1.00s/it]\nCLIP Loss: 770.116\tRange Loss: 0.000\tTV Loss: 0.357\tTotal Loss: 770.472\n\n 40%|#### | 100/250 [01:33<02:30, 1.00s/it]\nCLIP Loss: 769.671\tRange Loss: 0.000\tTV Loss: 0.395\tTotal Loss: 770.065\n\n 40%|#### | 101/250 [01:34<02:28, 1.00it/s]\nCLIP Loss: 769.394\tRange Loss: 0.000\tTV Loss: 0.416\tTotal Loss: 769.810\n\n 41%|#### | 102/250 [01:35<02:27, 1.00it/s]\nCLIP Loss: 769.768\tRange Loss: 0.000\tTV Loss: 0.418\tTotal Loss: 770.186\n\n 41%|####1 | 103/250 [01:36<02:26, 1.00it/s]\nCLIP Loss: 768.443\tRange Loss: 0.000\tTV Loss: 0.449\tTotal Loss: 768.892\n\n 42%|####1 | 104/250 [01:37<02:26, 1.00s/it]\nCLIP Loss: 767.962\tRange Loss: 0.000\tTV Loss: 0.453\tTotal Loss: 768.415\n\n 42%|####2 | 105/250 [01:38<02:23, 1.01it/s]\nCLIP Loss: 768.982\tRange Loss: 0.000\tTV Loss: 0.488\tTotal Loss: 769.470\n\n 42%|####2 | 106/250 [01:39<02:21, 1.02it/s]\nCLIP Loss: 771.761\tRange Loss: 0.000\tTV Loss: 0.516\tTotal Loss: 772.276\n\n 43%|####2 | 107/250 [01:40<02:20, 1.02it/s]\nCLIP Loss: 774.466\tRange Loss: 0.000\tTV Loss: 0.554\tTotal Loss: 775.020\n\n 43%|####3 | 108/250 [01:41<02:18, 1.02it/s]\nCLIP Loss: 774.084\tRange Loss: 0.000\tTV Loss: 0.577\tTotal Loss: 774.661\n\n 44%|####3 | 109/250 [01:42<02:18, 1.02it/s]\nCLIP Loss: 774.536\tRange Loss: 0.000\tTV Loss: 0.592\tTotal Loss: 775.128\n\n 44%|####4 | 110/250 [01:43<02:17, 1.02it/s]\nCLIP Loss: 779.107\tRange Loss: 0.000\tTV Loss: 0.625\tTotal Loss: 779.732\n\n 44%|####4 | 111/250 [01:44<02:16, 1.02it/s]\nCLIP Loss: 779.048\tRange Loss: 0.000\tTV Loss: 0.657\tTotal Loss: 779.705\n\n 45%|####4 | 112/250 [01:45<02:15, 1.02it/s]\nCLIP Loss: 777.799\tRange Loss: 0.000\tTV Loss: 0.682\tTotal Loss: 778.480\n\n 45%|####5 | 113/250 [01:46<02:15, 1.01it/s]\nCLIP Loss: 774.509\tRange Loss: 0.000\tTV Loss: 0.713\tTotal Loss: 775.221\n\n 46%|####5 | 114/250 [01:47<02:13, 1.02it/s]\nCLIP Loss: 778.932\tRange Loss: 0.000\tTV Loss: 0.734\tTotal Loss: 779.666\n\n 46%|####6 | 115/250 [01:48<02:14, 1.00it/s]\nCLIP Loss: 777.583\tRange Loss: 0.000\tTV Loss: 0.774\tTotal Loss: 778.358\n\n 46%|####6 | 116/250 [01:49<02:14, 1.00s/it]\nCLIP Loss: 776.593\tRange Loss: 0.000\tTV Loss: 0.814\tTotal Loss: 777.408\n\n 47%|####6 | 117/250 [01:50<02:12, 1.01it/s]\nCLIP Loss: 778.702\tRange Loss: 0.000\tTV Loss: 0.854\tTotal Loss: 779.556\n\n 47%|####7 | 118/250 [01:51<02:10, 1.01it/s]\nCLIP Loss: 782.212\tRange Loss: 0.000\tTV Loss: 0.909\tTotal Loss: 783.122\n\n 48%|####7 | 119/250 [01:52<02:08, 1.02it/s]\nCLIP Loss: 782.663\tRange Loss: 0.000\tTV Loss: 0.928\tTotal Loss: 783.591\n\n 48%|####8 | 120/250 [01:53<02:08, 1.01it/s]\nCLIP Loss: 778.030\tRange Loss: 0.000\tTV Loss: 0.958\tTotal Loss: 778.988\n\n 48%|####8 | 121/250 [01:54<02:07, 1.01it/s]\nCLIP Loss: 780.513\tRange Loss: 0.000\tTV Loss: 1.040\tTotal Loss: 781.554\n\n 49%|####8 | 122/250 [01:55<02:06, 1.01it/s]\nCLIP Loss: 782.209\tRange Loss: 0.000\tTV Loss: 1.093\tTotal Loss: 783.301\n\n 49%|####9 | 123/250 [01:56<02:05, 1.01it/s]\nCLIP Loss: 783.183\tRange Loss: 0.000\tTV Loss: 1.115\tTotal Loss: 784.298\n\n 50%|####9 | 124/250 [01:57<02:03, 1.02it/s]\nCLIP Loss: 782.448\tRange Loss: 0.000\tTV Loss: 1.211\tTotal Loss: 783.658\n\n 50%|##### | 125/250 [01:58<02:02, 1.02it/s]\nCLIP Loss: 786.806\tRange Loss: 0.000\tTV Loss: 1.306\tTotal Loss: 788.113\n\n 50%|##### | 126/250 [01:59<02:01, 1.02it/s]\nCLIP Loss: 785.095\tRange Loss: 0.000\tTV Loss: 1.430\tTotal Loss: 786.525\n\n 51%|##### | 127/250 [02:00<02:01, 1.01it/s]\nCLIP Loss: 784.374\tRange Loss: 0.000\tTV Loss: 1.523\tTotal Loss: 785.897\n\n 51%|#####1 | 128/250 [02:01<02:00, 1.01it/s]\nCLIP Loss: 783.690\tRange Loss: 0.000\tTV Loss: 1.667\tTotal Loss: 785.357\n\n 52%|#####1 | 129/250 [02:02<01:59, 1.02it/s]\nCLIP Loss: 782.380\tRange Loss: 0.000\tTV Loss: 1.783\tTotal Loss: 784.163\n\n 52%|#####2 | 130/250 [02:03<01:57, 1.02it/s]\nCLIP Loss: 784.031\tRange Loss: 0.000\tTV Loss: 1.985\tTotal Loss: 786.016\n\n 52%|#####2 | 131/250 [02:04<01:57, 1.01it/s]\nCLIP Loss: 784.632\tRange Loss: 0.000\tTV Loss: 2.025\tTotal Loss: 786.657\n\n 53%|#####2 | 132/250 [02:05<01:56, 1.01it/s]\nCLIP Loss: 780.490\tRange Loss: 0.000\tTV Loss: 2.149\tTotal Loss: 782.639\n\n 53%|#####3 | 133/250 [02:06<01:55, 1.02it/s]\nCLIP Loss: 778.050\tRange Loss: 0.000\tTV Loss: 2.301\tTotal Loss: 780.351\n\n 54%|#####3 | 134/250 [02:07<01:55, 1.01it/s]\nCLIP Loss: 780.018\tRange Loss: 0.000\tTV Loss: 2.529\tTotal Loss: 782.546\n\n 54%|#####4 | 135/250 [02:08<01:53, 1.01it/s]\nCLIP Loss: 783.021\tRange Loss: 0.000\tTV Loss: 2.664\tTotal Loss: 785.685\n\n 54%|#####4 | 136/250 [02:09<01:52, 1.02it/s]\nCLIP Loss: 785.953\tRange Loss: 0.000\tTV Loss: 2.832\tTotal Loss: 788.785\n\n 55%|#####4 | 137/250 [02:10<01:50, 1.03it/s]\nCLIP Loss: 786.167\tRange Loss: 0.000\tTV Loss: 3.078\tTotal Loss: 789.245\n\n 55%|#####5 | 138/250 [02:11<01:49, 1.03it/s]\nCLIP Loss: 787.931\tRange Loss: 0.000\tTV Loss: 3.204\tTotal Loss: 791.135\n\n 56%|#####5 | 139/250 [02:12<01:47, 1.04it/s]\nCLIP Loss: 792.230\tRange Loss: 0.000\tTV Loss: 3.520\tTotal Loss: 795.750\n\n 56%|#####6 | 140/250 [02:13<01:46, 1.03it/s]\nCLIP Loss: 791.525\tRange Loss: 0.000\tTV Loss: 3.713\tTotal Loss: 795.237\n\n 56%|#####6 | 141/250 [02:14<01:44, 1.04it/s]\nCLIP Loss: 789.555\tRange Loss: 0.000\tTV Loss: 3.961\tTotal Loss: 793.516\n\n 57%|#####6 | 142/250 [02:15<01:44, 1.04it/s]\nCLIP Loss: 791.512\tRange Loss: 0.000\tTV Loss: 4.181\tTotal Loss: 795.693\n\n 57%|#####7 | 143/250 [02:16<01:43, 1.03it/s]\nCLIP Loss: 789.918\tRange Loss: 0.000\tTV Loss: 4.288\tTotal Loss: 794.205\n\n 58%|#####7 | 144/250 [02:16<01:42, 1.04it/s]\nCLIP Loss: 793.048\tRange Loss: 0.000\tTV Loss: 4.488\tTotal Loss: 797.536\n\n 58%|#####8 | 145/250 [02:17<01:40, 1.04it/s]\nCLIP Loss: 791.610\tRange Loss: 0.000\tTV Loss: 4.721\tTotal Loss: 796.331\n\n 58%|#####8 | 146/250 [02:18<01:40, 1.04it/s]\nCLIP Loss: 793.868\tRange Loss: 0.000\tTV Loss: 4.991\tTotal Loss: 798.859\n\n 59%|#####8 | 147/250 [02:19<01:38, 1.04it/s]\nCLIP Loss: 794.298\tRange Loss: 0.000\tTV Loss: 5.258\tTotal Loss: 799.556\n\n 59%|#####9 | 148/250 [02:20<01:37, 1.04it/s]\nCLIP Loss: 795.918\tRange Loss: 0.000\tTV Loss: 5.570\tTotal Loss: 801.488\n\n 60%|#####9 | 149/250 [02:21<01:35, 1.05it/s]\nCLIP Loss: 796.819\tRange Loss: 0.000\tTV Loss: 5.912\tTotal Loss: 802.731\n\n 60%|###### | 150/250 [02:22<01:35, 1.05it/s]\nCLIP Loss: 793.364\tRange Loss: 0.000\tTV Loss: 6.191\tTotal Loss: 799.555\n\n 60%|###### | 151/250 [02:23<01:34, 1.05it/s]\nCLIP Loss: 796.003\tRange Loss: 0.000\tTV Loss: 6.527\tTotal Loss: 802.530\n\n 61%|###### | 152/250 [02:24<01:34, 1.04it/s]\nCLIP Loss: 798.120\tRange Loss: 0.000\tTV Loss: 6.893\tTotal Loss: 805.013\n\n 61%|######1 | 153/250 [02:25<01:32, 1.04it/s]\nCLIP Loss: 794.306\tRange Loss: 0.000\tTV Loss: 7.188\tTotal Loss: 801.494\n\n 62%|######1 | 154/250 [02:26<01:31, 1.05it/s]\nCLIP Loss: 791.532\tRange Loss: 0.000\tTV Loss: 7.541\tTotal Loss: 799.073\n\n 62%|######2 | 155/250 [02:27<01:30, 1.05it/s]\nCLIP Loss: 792.973\tRange Loss: 0.000\tTV Loss: 7.926\tTotal Loss: 800.899\n\n 62%|######2 | 156/250 [02:28<01:29, 1.05it/s]\nCLIP Loss: 792.337\tRange Loss: 0.000\tTV Loss: 8.260\tTotal Loss: 800.597\n\n 63%|######2 | 157/250 [02:29<01:28, 1.05it/s]\nCLIP Loss: 793.023\tRange Loss: 0.000\tTV Loss: 8.717\tTotal Loss: 801.740\n\n 63%|######3 | 158/250 [02:30<01:27, 1.05it/s]\nCLIP Loss: 790.299\tRange Loss: 0.000\tTV Loss: 9.124\tTotal Loss: 799.424\n\n 64%|######3 | 159/250 [02:31<01:26, 1.06it/s]\nCLIP Loss: 791.948\tRange Loss: 0.000\tTV Loss: 9.662\tTotal Loss: 801.609\n\n 64%|######4 | 160/250 [02:32<01:26, 1.04it/s]\nCLIP Loss: 790.899\tRange Loss: 0.000\tTV Loss: 10.150\tTotal Loss: 801.049\n\n 64%|######4 | 161/250 [02:33<01:24, 1.05it/s]\nCLIP Loss: 791.116\tRange Loss: 0.000\tTV Loss: 10.628\tTotal Loss: 801.744\n\n 65%|######4 | 162/250 [02:34<01:23, 1.05it/s]\nCLIP Loss: 794.129\tRange Loss: 0.000\tTV Loss: 11.155\tTotal Loss: 805.284\n\n 65%|######5 | 163/250 [02:35<01:22, 1.05it/s]\nCLIP Loss: 793.645\tRange Loss: 0.000\tTV Loss: 11.711\tTotal Loss: 805.356\n\n 66%|######5 | 164/250 [02:36<01:21, 1.05it/s]\nCLIP Loss: 794.138\tRange Loss: 0.000\tTV Loss: 12.370\tTotal Loss: 806.508\n\n 66%|######6 | 165/250 [02:36<01:21, 1.04it/s]\nCLIP Loss: 792.505\tRange Loss: 0.000\tTV Loss: 13.134\tTotal Loss: 805.639\n\n 66%|######6 | 166/250 [02:37<01:20, 1.04it/s]\nCLIP Loss: 793.273\tRange Loss: 0.000\tTV Loss: 13.674\tTotal Loss: 806.946\n\n 67%|######6 | 167/250 [02:38<01:18, 1.05it/s]\nCLIP Loss: 794.332\tRange Loss: 0.000\tTV Loss: 14.264\tTotal Loss: 808.595\n\n 67%|######7 | 168/250 [02:39<01:18, 1.05it/s]\nCLIP Loss: 795.738\tRange Loss: 0.000\tTV Loss: 14.945\tTotal Loss: 810.683\n\n 68%|######7 | 169/250 [02:40<01:16, 1.06it/s]\nCLIP Loss: 795.413\tRange Loss: 0.000\tTV Loss: 15.523\tTotal Loss: 810.936\n\n 68%|######8 | 170/250 [02:41<01:15, 1.05it/s]\nCLIP Loss: 796.102\tRange Loss: 0.000\tTV Loss: 16.250\tTotal Loss: 812.352\n\n 68%|######8 | 171/250 [02:42<01:15, 1.05it/s]\nCLIP Loss: 797.936\tRange Loss: 0.000\tTV Loss: 17.030\tTotal Loss: 814.966\n\n 69%|######8 | 172/250 [02:43<01:13, 1.06it/s]\nCLIP Loss: 794.427\tRange Loss: 0.000\tTV Loss: 17.706\tTotal Loss: 812.133\n\n 69%|######9 | 173/250 [02:44<01:13, 1.05it/s]\nCLIP Loss: 794.236\tRange Loss: 0.000\tTV Loss: 18.304\tTotal Loss: 812.540\n\n 70%|######9 | 174/250 [02:45<01:12, 1.05it/s]\nCLIP Loss: 795.860\tRange Loss: 0.000\tTV Loss: 19.028\tTotal Loss: 814.887\n\n 70%|####### | 175/250 [02:46<01:11, 1.05it/s]\nCLIP Loss: 794.911\tRange Loss: 0.000\tTV Loss: 19.589\tTotal Loss: 814.500\n\n 70%|####### | 176/250 [02:47<01:09, 1.06it/s]\nCLIP Loss: 792.562\tRange Loss: 0.000\tTV Loss: 20.290\tTotal Loss: 812.852\n\n 71%|####### | 177/250 [02:48<01:09, 1.06it/s]\nCLIP Loss: 795.338\tRange Loss: 0.000\tTV Loss: 21.173\tTotal Loss: 816.511\n\n 71%|#######1 | 178/250 [02:49<01:07, 1.06it/s]\nCLIP Loss: 794.735\tRange Loss: 0.000\tTV Loss: 21.882\tTotal Loss: 816.618\n\n 72%|#######1 | 179/250 [02:50<01:07, 1.05it/s]\nCLIP Loss: 793.980\tRange Loss: 0.000\tTV Loss: 22.706\tTotal Loss: 816.686\n\n 72%|#######2 | 180/250 [02:51<01:06, 1.05it/s]\nCLIP Loss: 795.226\tRange Loss: 0.000\tTV Loss: 23.504\tTotal Loss: 818.730\n\n 72%|#######2 | 181/250 [02:52<01:05, 1.06it/s]\nCLIP Loss: 795.663\tRange Loss: 0.000\tTV Loss: 24.234\tTotal Loss: 819.896\n\n 73%|#######2 | 182/250 [02:53<01:04, 1.06it/s]\nCLIP Loss: 795.083\tRange Loss: 0.000\tTV Loss: 25.079\tTotal Loss: 820.162\n\n 73%|#######3 | 183/250 [02:54<01:04, 1.04it/s]\nCLIP Loss: 794.228\tRange Loss: 0.000\tTV Loss: 25.801\tTotal Loss: 820.029\n\n 74%|#######3 | 184/250 [02:55<01:03, 1.04it/s]\nCLIP Loss: 795.280\tRange Loss: 0.000\tTV Loss: 26.564\tTotal Loss: 821.845\n\n 74%|#######4 | 185/250 [02:55<01:01, 1.05it/s]\nCLIP Loss: 795.683\tRange Loss: 0.000\tTV Loss: 27.313\tTotal Loss: 822.996\n\n 74%|#######4 | 186/250 [02:56<01:01, 1.05it/s]\nCLIP Loss: 794.162\tRange Loss: 0.000\tTV Loss: 28.290\tTotal Loss: 822.452\n\n 75%|#######4 | 187/250 [02:57<00:59, 1.06it/s]\nCLIP Loss: 794.304\tRange Loss: 0.000\tTV Loss: 28.974\tTotal Loss: 823.279\n\n 75%|#######5 | 188/250 [02:58<00:58, 1.06it/s]\nCLIP Loss: 795.827\tRange Loss: 0.000\tTV Loss: 29.800\tTotal Loss: 825.628\n\n 76%|#######5 | 189/250 [02:59<00:57, 1.05it/s]\nCLIP Loss: 796.242\tRange Loss: 0.000\tTV Loss: 30.530\tTotal Loss: 826.772\n\n 76%|#######6 | 190/250 [03:00<00:56, 1.05it/s]\nCLIP Loss: 794.735\tRange Loss: 0.000\tTV Loss: 31.227\tTotal Loss: 825.962\n\n 76%|#######6 | 191/250 [03:01<00:55, 1.07it/s]\nCLIP Loss: 793.418\tRange Loss: 0.000\tTV Loss: 32.113\tTotal Loss: 825.531\n\n 77%|#######6 | 192/250 [03:02<00:54, 1.07it/s]\nCLIP Loss: 796.253\tRange Loss: 0.000\tTV Loss: 32.826\tTotal Loss: 829.079\n\n 77%|#######7 | 193/250 [03:03<00:53, 1.06it/s]\nCLIP Loss: 794.542\tRange Loss: 0.000\tTV Loss: 33.679\tTotal Loss: 828.221\n\n 78%|#######7 | 194/250 [03:04<00:52, 1.06it/s]\nCLIP Loss: 795.280\tRange Loss: 0.000\tTV Loss: 34.321\tTotal Loss: 829.602\n\n 78%|#######8 | 195/250 [03:05<00:51, 1.06it/s]\nCLIP Loss: 794.315\tRange Loss: 0.000\tTV Loss: 35.066\tTotal Loss: 829.381\n\n 78%|#######8 | 196/250 [03:06<00:51, 1.06it/s]\nCLIP Loss: 795.188\tRange Loss: 0.000\tTV Loss: 35.798\tTotal Loss: 830.986\n\n 79%|#######8 | 197/250 [03:07<00:50, 1.06it/s]\nCLIP Loss: 793.698\tRange Loss: 0.000\tTV Loss: 36.503\tTotal Loss: 830.201\n\n 79%|#######9 | 198/250 [03:08<00:50, 1.04it/s]\nCLIP Loss: 794.763\tRange Loss: 0.000\tTV Loss: 37.138\tTotal Loss: 831.901\n\n 80%|#######9 | 199/250 [03:09<00:49, 1.04it/s]\nCLIP Loss: 795.242\tRange Loss: 0.000\tTV Loss: 37.620\tTotal Loss: 832.862\n\n 80%|######## | 200/250 [03:10<00:47, 1.04it/s]\nCLIP Loss: 795.305\tRange Loss: 0.000\tTV Loss: 37.997\tTotal Loss: 833.302\n\n 80%|######## | 201/250 [03:11<00:46, 1.05it/s]\nCLIP Loss: 793.586\tRange Loss: 0.000\tTV Loss: 38.496\tTotal Loss: 832.083\n\n 81%|######## | 202/250 [03:12<00:45, 1.05it/s]\nCLIP Loss: 793.438\tRange Loss: 0.000\tTV Loss: 38.922\tTotal Loss: 832.360\n\n 81%|########1 | 203/250 [03:13<00:44, 1.06it/s]\nCLIP Loss: 792.241\tRange Loss: 0.000\tTV Loss: 39.314\tTotal Loss: 831.555\n\n 82%|########1 | 204/250 [03:13<00:42, 1.07it/s]\nCLIP Loss: 791.954\tRange Loss: 0.000\tTV Loss: 39.510\tTotal Loss: 831.464\n\n 82%|########2 | 205/250 [03:14<00:42, 1.07it/s]\nCLIP Loss: 792.065\tRange Loss: 0.000\tTV Loss: 39.748\tTotal Loss: 831.813\n\n 82%|########2 | 206/250 [03:15<00:41, 1.07it/s]\nCLIP Loss: 792.137\tRange Loss: 0.000\tTV Loss: 39.768\tTotal Loss: 831.905\n\n 83%|########2 | 207/250 [03:16<00:39, 1.08it/s]\nCLIP Loss: 791.067\tRange Loss: 0.000\tTV Loss: 39.809\tTotal Loss: 830.876\n\n 83%|########3 | 208/250 [03:17<00:39, 1.07it/s]\nCLIP Loss: 793.182\tRange Loss: 0.000\tTV Loss: 39.922\tTotal Loss: 833.104\n\n 84%|########3 | 209/250 [03:18<00:38, 1.08it/s]\nCLIP Loss: 791.677\tRange Loss: 0.000\tTV Loss: 39.913\tTotal Loss: 831.590\n\n 84%|########4 | 210/250 [03:19<00:37, 1.07it/s]\nCLIP Loss: 793.056\tRange Loss: 0.000\tTV Loss: 40.000\tTotal Loss: 833.056\n\n 84%|########4 | 211/250 [03:20<00:36, 1.07it/s]\nCLIP Loss: 794.247\tRange Loss: 0.000\tTV Loss: 39.887\tTotal Loss: 834.133\n\n 85%|########4 | 212/250 [03:21<00:35, 1.08it/s]\nCLIP Loss: 793.853\tRange Loss: 0.000\tTV Loss: 39.726\tTotal Loss: 833.579\n\n 85%|########5 | 213/250 [03:22<00:34, 1.08it/s]\nCLIP Loss: 793.878\tRange Loss: 0.000\tTV Loss: 39.548\tTotal Loss: 833.426\n\n 86%|########5 | 214/250 [03:23<00:33, 1.08it/s]\nCLIP Loss: 792.657\tRange Loss: 0.000\tTV Loss: 39.365\tTotal Loss: 832.022\n\n 86%|########6 | 215/250 [03:24<00:32, 1.06it/s]\nCLIP Loss: 792.099\tRange Loss: 0.000\tTV Loss: 38.954\tTotal Loss: 831.054\n\n 86%|########6 | 216/250 [03:25<00:32, 1.06it/s]\nCLIP Loss: 792.055\tRange Loss: 0.000\tTV Loss: 38.515\tTotal Loss: 830.569\n\n 87%|########6 | 217/250 [03:26<00:31, 1.06it/s]\nCLIP Loss: 792.769\tRange Loss: 0.000\tTV Loss: 38.000\tTotal Loss: 830.769\n\n 87%|########7 | 218/250 [03:26<00:29, 1.07it/s]\nCLIP Loss: 792.788\tRange Loss: 0.000\tTV Loss: 37.365\tTotal Loss: 830.153\n\n 88%|########7 | 219/250 [03:27<00:28, 1.07it/s]\nCLIP Loss: 793.575\tRange Loss: 0.000\tTV Loss: 36.743\tTotal Loss: 830.318\n\n 88%|########8 | 220/250 [03:28<00:27, 1.07it/s]\nCLIP Loss: 794.283\tRange Loss: 0.000\tTV Loss: 36.127\tTotal Loss: 830.410\n\n 88%|########8 | 221/250 [03:29<00:27, 1.07it/s]\nCLIP Loss: 793.999\tRange Loss: 0.000\tTV Loss: 35.298\tTotal Loss: 829.297\n\n 89%|########8 | 222/250 [03:30<00:26, 1.07it/s]\nCLIP Loss: 794.206\tRange Loss: 0.000\tTV Loss: 34.474\tTotal Loss: 828.681\n\n 89%|########9 | 223/250 [03:31<00:25, 1.07it/s]\nCLIP Loss: 794.359\tRange Loss: 0.000\tTV Loss: 33.597\tTotal Loss: 827.955\n\n 90%|########9 | 224/250 [03:32<00:24, 1.08it/s]\nCLIP Loss: 794.109\tRange Loss: 0.000\tTV Loss: 32.649\tTotal Loss: 826.758\n\n 90%|######### | 225/250 [03:33<00:23, 1.07it/s]\nCLIP Loss: 794.097\tRange Loss: 0.000\tTV Loss: 31.631\tTotal Loss: 825.729\n\n 90%|######### | 226/250 [03:34<00:22, 1.07it/s]\nCLIP Loss: 792.742\tRange Loss: 0.000\tTV Loss: 30.520\tTotal Loss: 823.262\n\n 91%|######### | 227/250 [03:35<00:21, 1.06it/s]\nCLIP Loss: 794.166\tRange Loss: 0.000\tTV Loss: 29.408\tTotal Loss: 823.573\n\n 91%|#########1| 228/250 [03:36<00:20, 1.07it/s]\nCLIP Loss: 794.869\tRange Loss: 0.000\tTV Loss: 28.204\tTotal Loss: 823.073\n\n 92%|#########1| 229/250 [03:37<00:19, 1.07it/s]\nCLIP Loss: 794.590\tRange Loss: 0.000\tTV Loss: 26.857\tTotal Loss: 821.448\n\n 92%|#########2| 230/250 [03:38<00:18, 1.06it/s]\nCLIP Loss: 795.072\tRange Loss: 0.000\tTV Loss: 25.606\tTotal Loss: 820.678\n\n 92%|#########2| 231/250 [03:39<00:17, 1.07it/s]\nCLIP Loss: 795.777\tRange Loss: 0.000\tTV Loss: 24.300\tTotal Loss: 820.077\n\n 93%|#########2| 232/250 [03:40<00:16, 1.08it/s]\nCLIP Loss: 794.417\tRange Loss: 0.000\tTV Loss: 22.961\tTotal Loss: 817.378\n\n 93%|#########3| 233/250 [03:40<00:15, 1.09it/s]\nCLIP Loss: 795.477\tRange Loss: 0.000\tTV Loss: 21.610\tTotal Loss: 817.087\n\n 94%|#########3| 234/250 [03:41<00:14, 1.09it/s]\nCLIP Loss: 795.136\tRange Loss: 0.000\tTV Loss: 20.209\tTotal Loss: 815.345\n\n 94%|#########3| 235/250 [03:42<00:13, 1.09it/s]\nCLIP Loss: 795.467\tRange Loss: 0.000\tTV Loss: 18.839\tTotal Loss: 814.306\n\n 94%|#########4| 236/250 [03:43<00:12, 1.09it/s]\nCLIP Loss: 796.629\tRange Loss: 0.000\tTV Loss: 17.426\tTotal Loss: 814.055\n\n 95%|#########4| 237/250 [03:44<00:12, 1.08it/s]\nCLIP Loss: 798.127\tRange Loss: 0.000\tTV Loss: 16.033\tTotal Loss: 814.161\n\n 95%|#########5| 238/250 [03:45<00:11, 1.07it/s]\nCLIP Loss: 797.503\tRange Loss: 0.000\tTV Loss: 14.670\tTotal Loss: 812.173\n\n 96%|#########5| 239/250 [03:46<00:10, 1.08it/s]\nCLIP Loss: 795.526\tRange Loss: 0.000\tTV Loss: 13.363\tTotal Loss: 808.889\n\n 96%|#########6| 240/250 [03:47<00:09, 1.09it/s]\nCLIP Loss: 795.131\tRange Loss: 0.000\tTV Loss: 12.101\tTotal Loss: 807.232\n\n 96%|#########6| 241/250 [03:48<00:08, 1.08it/s]\nCLIP Loss: 796.726\tRange Loss: 0.000\tTV Loss: 10.881\tTotal Loss: 807.607\n\n 97%|#########6| 242/250 [03:49<00:07, 1.09it/s]\nCLIP Loss: 795.211\tRange Loss: 0.000\tTV Loss: 9.733\tTotal Loss: 804.944\n\n 97%|#########7| 243/250 [03:50<00:06, 1.09it/s]\nCLIP Loss: 793.724\tRange Loss: 0.000\tTV Loss: 8.637\tTotal Loss: 802.361\n\n 98%|#########7| 244/250 [03:51<00:05, 1.08it/s]\nCLIP Loss: 792.179\tRange Loss: 0.000\tTV Loss: 7.638\tTotal Loss: 799.817\n\n 98%|#########8| 245/250 [03:52<00:04, 1.09it/s]\nCLIP Loss: 791.690\tRange Loss: 0.000\tTV Loss: 6.720\tTotal Loss: 798.410\n\n 98%|#########8| 246/250 [03:52<00:03, 1.09it/s]\nCLIP Loss: 786.719\tRange Loss: 0.000\tTV Loss: 5.926\tTotal Loss: 792.645\n\n 99%|#########8| 247/250 [03:53<00:02, 1.10it/s]\nCLIP Loss: 784.515\tRange Loss: 0.000\tTV Loss: 5.257\tTotal Loss: 789.772\n\n 99%|#########9| 248/250 [03:54<00:01, 1.10it/s]\nCLIP 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 906.284 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 914.363 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<03:23, 1.22it/s] CLIP Loss: 895.601 Range Loss: 0.001 TV Loss: 5.091 Total Loss: 900.692 1%| | 2/250 [00:01<03:48, 1.08it/s] CLIP Loss: 889.513 Range Loss: 0.000 TV Loss: 4.612 Total Loss: 894.126 1%|1 | 3/250 [00:02<03:40, 1.12it/s] CLIP Loss: 884.926 Range Loss: 0.000 TV Loss: 4.115 Total Loss: 889.041 2%|1 | 4/250 [00:03<03:39, 1.12it/s] CLIP Loss: 873.134 Range Loss: 0.001 TV Loss: 3.144 Total Loss: 876.279 2%|2 | 5/250 [00:04<03:35, 1.13it/s] CLIP Loss: 863.475 Range Loss: 0.000 TV Loss: 4.434 Total Loss: 867.909 2%|2 | 6/250 [00:05<03:33, 1.14it/s] CLIP Loss: 863.079 Range Loss: 0.000 TV Loss: 3.066 Total Loss: 866.145 3%|2 | 7/250 [00:06<03:35, 1.13it/s] CLIP Loss: 856.783 Range Loss: 0.000 TV Loss: 3.416 Total Loss: 860.200 3%|3 | 8/250 [00:07<03:31, 1.14it/s] CLIP Loss: 870.426 Range Loss: 0.000 TV Loss: 4.513 Total Loss: 874.938 4%|3 | 9/250 [00:07<03:28, 1.15it/s] CLIP Loss: 859.802 Range Loss: 0.000 TV Loss: 2.837 Total Loss: 862.639 4%|4 | 10/250 [00:08<03:29, 1.14it/s] CLIP Loss: 855.964 Range Loss: 0.000 TV Loss: 3.423 Total Loss: 859.387 4%|4 | 11/250 [00:09<03:29, 1.14it/s] CLIP Loss: 854.748 Range Loss: 0.000 TV Loss: 3.220 Total Loss: 857.967 5%|4 | 12/250 [00:10<03:32, 1.12it/s] CLIP Loss: 855.483 Range Loss: 0.000 TV Loss: 3.668 Total Loss: 859.151 5%|5 | 13/250 [00:11<03:29, 1.13it/s] CLIP Loss: 850.280 Range Loss: 0.000 TV Loss: 3.501 Total Loss: 853.780 6%|5 | 14/250 [00:12<03:27, 1.14it/s] CLIP Loss: 847.087 Range Loss: 0.000 TV Loss: 3.330 Total Loss: 850.416 6%|6 | 15/250 [00:13<03:25, 1.14it/s] CLIP Loss: 846.027 Range Loss: 0.000 TV Loss: 3.587 Total Loss: 849.614 6%|6 | 16/250 [00:14<03:25, 1.14it/s] CLIP Loss: 844.285 Range Loss: 0.000 TV Loss: 3.085 Total Loss: 847.370 7%|6 | 17/250 [00:14<03:24, 1.14it/s] CLIP Loss: 843.867 Range Loss: 0.000 TV Loss: 3.587 Total Loss: 847.454 7%|7 | 18/250 [00:15<03:22, 1.14it/s] CLIP Loss: 841.745 Range Loss: 0.000 TV Loss: 3.200 Total Loss: 844.945 8%|7 | 19/250 [00:16<03:22, 1.14it/s] CLIP Loss: 820.182 Range Loss: 0.000 TV Loss: 2.167 Total Loss: 822.349 8%|8 | 20/250 [00:17<03:20, 1.15it/s] CLIP Loss: 824.699 Range Loss: 0.000 TV Loss: 2.290 Total Loss: 826.989 8%|8 | 21/250 [00:18<03:20, 1.14it/s] CLIP Loss: 810.270 Range Loss: 0.000 TV Loss: 1.566 Total Loss: 811.836 9%|8 | 22/250 [00:19<03:19, 1.14it/s] CLIP Loss: 813.867 Range Loss: 0.000 TV Loss: 1.541 Total Loss: 815.408 9%|9 | 23/250 [00:20<03:20, 1.13it/s] CLIP Loss: 808.380 Range Loss: 0.000 TV Loss: 1.670 Total Loss: 810.050 10%|9 | 24/250 [00:21<03:18, 1.14it/s] CLIP Loss: 819.639 Range Loss: 0.000 TV Loss: 2.083 Total Loss: 821.722 10%|# | 25/250 [00:21<03:16, 1.14it/s] CLIP Loss: 814.636 Range Loss: 0.000 TV Loss: 1.866 Total Loss: 816.502 10%|# | 26/250 [00:22<03:16, 1.14it/s] CLIP Loss: 813.281 Range Loss: 0.000 TV Loss: 1.885 Total Loss: 815.166 11%|# | 27/250 [00:23<03:16, 1.13it/s] CLIP Loss: 807.364 Range Loss: 0.000 TV Loss: 1.234 Total Loss: 808.599 11%|#1 | 28/250 [00:24<03:14, 1.14it/s] CLIP Loss: 804.993 Range Loss: 0.000 TV Loss: 1.210 Total Loss: 806.203 12%|#1 | 29/250 [00:25<03:13, 1.14it/s] CLIP Loss: 802.343 Range Loss: 0.000 TV Loss: 0.853 Total Loss: 803.197 12%|#2 | 30/250 [00:26<03:18, 1.11it/s] CLIP Loss: 810.793 Range Loss: 0.000 TV Loss: 0.692 Total Loss: 811.485 12%|#2 | 31/250 [00:27<03:16, 1.12it/s] CLIP Loss: 808.112 Range Loss: 0.000 TV Loss: 0.785 Total Loss: 808.898 13%|#2 | 32/250 [00:28<03:15, 1.12it/s] CLIP Loss: 809.015 Range Loss: 0.000 TV Loss: 0.679 Total Loss: 809.694 13%|#3 | 33/250 [00:29<03:13, 1.12it/s] CLIP Loss: 805.680 Range Loss: 0.000 TV Loss: 0.462 Total Loss: 806.142 14%|#3 | 34/250 [00:30<03:15, 1.10it/s] CLIP Loss: 807.374 Range Loss: 0.000 TV Loss: 0.647 Total Loss: 808.022 14%|#4 | 35/250 [00:30<03:16, 1.09it/s] CLIP Loss: 809.518 Range Loss: 0.000 TV Loss: 0.488 Total Loss: 810.005 14%|#4 | 36/250 [00:31<03:13, 1.11it/s] CLIP Loss: 806.825 Range Loss: 0.000 TV Loss: 0.665 Total Loss: 807.490 15%|#4 | 37/250 [00:32<03:13, 1.10it/s] CLIP Loss: 809.951 Range Loss: 0.000 TV Loss: 0.597 Total Loss: 810.548 15%|#5 | 38/250 [00:33<03:12, 1.10it/s] CLIP Loss: 809.918 Range Loss: 0.000 TV Loss: 0.430 Total Loss: 810.348 16%|#5 | 39/250 [00:34<03:11, 1.10it/s] CLIP Loss: 809.480 Range Loss: 0.000 TV Loss: 0.389 Total Loss: 809.869 16%|#6 | 40/250 [00:35<03:08, 1.11it/s] CLIP Loss: 805.812 Range Loss: 0.000 TV Loss: 0.438 Total Loss: 806.250 16%|#6 | 41/250 [00:36<03:07, 1.11it/s] CLIP Loss: 808.173 Range Loss: 0.000 TV Loss: 0.427 Total Loss: 808.601 17%|#6 | 42/250 [00:37<03:09, 1.10it/s] CLIP Loss: 806.692 Range Loss: 0.000 TV Loss: 0.478 Total Loss: 807.170 17%|#7 | 43/250 [00:38<03:07, 1.10it/s] CLIP Loss: 816.508 Range Loss: 0.000 TV Loss: 0.339 Total Loss: 816.846 18%|#7 | 44/250 [00:39<03:05, 1.11it/s] CLIP Loss: 810.148 Range Loss: 0.000 TV Loss: 0.444 Total Loss: 810.592 18%|#8 | 45/250 [00:39<03:05, 1.11it/s] CLIP Loss: 798.666 Range Loss: 0.000 TV Loss: 0.419 Total Loss: 799.085 18%|#8 | 46/250 [00:40<03:05, 1.10it/s] CLIP Loss: 792.601 Range Loss: 0.000 TV Loss: 0.279 Total Loss: 792.880 19%|#8 | 47/250 [00:41<03:07, 1.08it/s] CLIP Loss: 791.253 Range Loss: 0.000 TV Loss: 0.327 Total Loss: 791.580 19%|#9 | 48/250 [00:42<03:04, 1.09it/s] CLIP Loss: 785.598 Range Loss: 0.000 TV Loss: 0.353 Total Loss: 785.951 20%|#9 | 49/250 [00:43<03:05, 1.09it/s] CLIP Loss: 790.070 Range Loss: 0.000 TV Loss: 0.343 Total Loss: 790.414 20%|## | 50/250 [00:44<03:04, 1.08it/s] CLIP Loss: 779.006 Range Loss: 0.000 TV Loss: 0.271 Total Loss: 779.278 20%|## | 51/250 [00:45<03:07, 1.06it/s] CLIP Loss: 777.192 Range Loss: 0.000 TV Loss: 0.299 Total Loss: 777.491 21%|## | 52/250 [00:46<03:08, 1.05it/s] CLIP Loss: 777.257 Range Loss: 0.000 TV Loss: 0.266 Total Loss: 777.523 21%|##1 | 53/250 [00:47<03:07, 1.05it/s] CLIP Loss: 776.249 Range Loss: 0.000 TV Loss: 0.236 Total Loss: 776.485 22%|##1 | 54/250 [00:48<03:04, 1.06it/s] CLIP Loss: 783.035 Range Loss: 0.000 TV Loss: 0.338 Total Loss: 783.373 22%|##2 | 55/250 [00:49<03:02, 1.07it/s] CLIP Loss: 780.871 Range Loss: 0.000 TV Loss: 0.244 Total Loss: 781.114 22%|##2 | 56/250 [00:50<03:01, 1.07it/s] CLIP Loss: 775.328 Range Loss: 0.000 TV Loss: 0.254 Total Loss: 775.581 23%|##2 | 57/250 [00:51<03:03, 1.05it/s] CLIP Loss: 775.299 Range Loss: 0.000 TV Loss: 0.229 Total Loss: 775.528 23%|##3 | 58/250 [00:52<03:03, 1.04it/s] CLIP Loss: 786.104 Range Loss: 0.000 TV Loss: 0.213 Total Loss: 786.317 24%|##3 | 59/250 [00:53<03:07, 1.02it/s] CLIP Loss: 777.016 Range Loss: 0.000 TV Loss: 0.232 Total Loss: 777.249 24%|##4 | 60/250 [00:54<03:05, 1.02it/s] CLIP Loss: 770.732 Range Loss: 0.000 TV Loss: 0.201 Total Loss: 770.933 24%|##4 | 61/250 [00:55<03:08, 1.00it/s] CLIP Loss: 774.605 Range Loss: 0.000 TV Loss: 0.165 Total Loss: 774.770 25%|##4 | 62/250 [00:56<03:06, 1.01it/s] CLIP Loss: 767.275 Range Loss: 0.000 TV Loss: 0.158 Total Loss: 767.433 25%|##5 | 63/250 [00:57<03:03, 1.02it/s] CLIP Loss: 779.719 Range Loss: 0.000 TV Loss: 0.204 Total Loss: 779.923 26%|##5 | 64/250 [00:58<03:01, 1.03it/s] CLIP Loss: 783.114 Range Loss: 0.000 TV Loss: 0.212 Total Loss: 783.327 26%|##6 | 65/250 [00:59<02:59, 1.03it/s] CLIP Loss: 780.304 Range Loss: 0.000 TV Loss: 0.245 Total Loss: 780.549 26%|##6 | 66/250 [01:00<02:58, 1.03it/s] CLIP Loss: 841.067 Range Loss: 0.000 TV Loss: 0.206 Total Loss: 841.274 27%|##6 | 67/250 [01:01<02:57, 1.03it/s] CLIP Loss: 804.335 Range Loss: 0.000 TV Loss: 0.202 Total Loss: 804.536 27%|##7 | 68/250 [01:02<02:56, 1.03it/s] CLIP Loss: 792.944 Range Loss: 0.000 TV Loss: 0.243 Total Loss: 793.187 28%|##7 | 69/250 [01:03<02:57, 1.02it/s] CLIP Loss: 791.728 Range Loss: 0.000 TV Loss: 0.278 Total Loss: 792.005 28%|##8 | 70/250 [01:04<02:54, 1.03it/s] CLIP Loss: 801.227 Range Loss: 0.000 TV Loss: 0.216 Total Loss: 801.443 28%|##8 | 71/250 [01:05<02:55, 1.02it/s] CLIP Loss: 794.603 Range Loss: 0.000 TV Loss: 0.235 Total Loss: 794.838 29%|##8 | 72/250 [01:06<02:55, 1.02it/s] CLIP Loss: 786.227 Range Loss: 0.000 TV Loss: 0.298 Total Loss: 786.525 29%|##9 | 73/250 [01:06<02:53, 1.02it/s] CLIP Loss: 790.354 Range Loss: 0.000 TV Loss: 0.265 Total Loss: 790.618 30%|##9 | 74/250 [01:07<02:51, 1.03it/s] CLIP Loss: 782.315 Range Loss: 0.000 TV Loss: 0.278 Total Loss: 782.593 30%|### | 75/250 [01:08<02:50, 1.03it/s] CLIP Loss: 784.700 Range Loss: 0.000 TV Loss: 0.300 Total Loss: 785.000 30%|### | 76/250 [01:09<02:47, 1.04it/s] CLIP Loss: 777.921 Range Loss: 0.000 TV Loss: 0.304 Total Loss: 778.225 31%|### | 77/250 [01:10<02:46, 1.04it/s] CLIP Loss: 777.068 Range Loss: 0.000 TV Loss: 0.268 Total Loss: 777.335 31%|###1 | 78/250 [01:11<02:46, 1.03it/s] CLIP Loss: 775.301 Range Loss: 0.000 TV Loss: 0.247 Total Loss: 775.548 32%|###1 | 79/250 [01:12<02:45, 1.03it/s] CLIP Loss: 780.481 Range Loss: 0.000 TV Loss: 0.250 Total Loss: 780.731 32%|###2 | 80/250 [01:13<02:46, 1.02it/s] CLIP Loss: 783.709 Range Loss: 0.000 TV Loss: 0.256 Total Loss: 783.966 32%|###2 | 81/250 [01:14<02:46, 1.02it/s] CLIP Loss: 776.756 Range Loss: 0.000 TV Loss: 0.275 Total Loss: 777.031 33%|###2 | 82/250 [01:15<02:44, 1.02it/s] CLIP Loss: 781.062 Range Loss: 0.000 TV Loss: 0.231 Total Loss: 781.293 33%|###3 | 83/250 [01:16<02:44, 1.01it/s] CLIP Loss: 777.003 Range Loss: 0.000 TV Loss: 0.256 Total Loss: 777.259 34%|###3 | 84/250 [01:17<02:44, 1.01it/s] CLIP Loss: 774.697 Range Loss: 0.000 TV Loss: 0.272 Total Loss: 774.969 34%|###4 | 85/250 [01:18<02:44, 1.00it/s] CLIP Loss: 775.356 Range Loss: 0.000 TV Loss: 0.290 Total Loss: 775.646 34%|###4 | 86/250 [01:19<02:41, 1.01it/s] CLIP Loss: 778.031 Range Loss: 0.000 TV Loss: 0.291 Total Loss: 778.322 35%|###4 | 87/250 [01:20<02:41, 1.01it/s] CLIP Loss: 775.579 Range Loss: 0.000 TV Loss: 0.276 Total Loss: 775.855 35%|###5 | 88/250 [01:21<02:40, 1.01it/s] CLIP Loss: 775.057 Range Loss: 0.000 TV Loss: 0.291 Total Loss: 775.348 36%|###5 | 89/250 [01:22<02:39, 1.01it/s] CLIP Loss: 774.262 Range Loss: 0.000 TV Loss: 0.302 Total Loss: 774.565 36%|###6 | 90/250 [01:23<02:38, 1.01it/s] CLIP Loss: 770.291 Range Loss: 0.000 TV Loss: 0.335 Total Loss: 770.626 36%|###6 | 91/250 [01:24<02:37, 1.01it/s] CLIP Loss: 771.959 Range Loss: 0.000 TV Loss: 0.309 Total Loss: 772.269 37%|###6 | 92/250 [01:25<02:39, 1.01s/it] CLIP Loss: 775.490 Range Loss: 0.000 TV Loss: 0.293 Total Loss: 775.783 37%|###7 | 93/250 [01:26<02:38, 1.01s/it] CLIP Loss: 774.421 Range Loss: 0.000 TV Loss: 0.294 Total Loss: 774.715 38%|###7 | 94/250 [01:27<02:36, 1.00s/it] CLIP Loss: 775.471 Range Loss: 0.000 TV Loss: 0.355 Total Loss: 775.825 38%|###8 | 95/250 [01:28<02:35, 1.00s/it] CLIP Loss: 772.474 Range Loss: 0.000 TV Loss: 0.328 Total Loss: 772.803 38%|###8 | 96/250 [01:29<02:34, 1.00s/it] CLIP Loss: 768.867 Range Loss: 0.000 TV Loss: 0.328 Total Loss: 769.195 39%|###8 | 97/250 [01:30<02:33, 1.00s/it] CLIP Loss: 770.433 Range Loss: 0.000 TV Loss: 0.367 Total Loss: 770.800 39%|###9 | 98/250 [01:31<02:31, 1.01it/s] CLIP Loss: 769.756 Range Loss: 0.000 TV Loss: 0.337 Total Loss: 770.093 40%|###9 | 99/250 [01:32<02:31, 1.00s/it] CLIP Loss: 770.116 Range Loss: 0.000 TV Loss: 0.357 Total Loss: 770.472 40%|#### | 100/250 [01:33<02:30, 1.00s/it] CLIP Loss: 769.671 Range Loss: 0.000 TV Loss: 0.395 Total Loss: 770.065 40%|#### | 101/250 [01:34<02:28, 1.00it/s] CLIP Loss: 769.394 Range Loss: 0.000 TV Loss: 0.416 Total Loss: 769.810 41%|#### | 102/250 [01:35<02:27, 1.00it/s] CLIP Loss: 769.768 Range Loss: 0.000 TV Loss: 0.418 Total Loss: 770.186 41%|####1 | 103/250 [01:36<02:26, 1.00it/s] CLIP Loss: 768.443 Range Loss: 0.000 TV Loss: 0.449 Total Loss: 768.892 42%|####1 | 104/250 [01:37<02:26, 1.00s/it] CLIP Loss: 767.962 Range Loss: 0.000 TV Loss: 0.453 Total Loss: 768.415 42%|####2 | 105/250 [01:38<02:23, 1.01it/s] CLIP Loss: 768.982 Range Loss: 0.000 TV Loss: 0.488 Total Loss: 769.470 42%|####2 | 106/250 [01:39<02:21, 1.02it/s] CLIP Loss: 771.761 Range Loss: 0.000 TV Loss: 0.516 Total Loss: 772.276 43%|####2 | 107/250 [01:40<02:20, 1.02it/s] CLIP Loss: 774.466 Range Loss: 0.000 TV Loss: 0.554 Total Loss: 775.020 43%|####3 | 108/250 [01:41<02:18, 1.02it/s] CLIP Loss: 774.084 Range Loss: 0.000 TV Loss: 0.577 Total Loss: 774.661 44%|####3 | 109/250 [01:42<02:18, 1.02it/s] CLIP Loss: 774.536 Range Loss: 0.000 TV Loss: 0.592 Total Loss: 775.128 44%|####4 | 110/250 [01:43<02:17, 1.02it/s] CLIP Loss: 779.107 Range Loss: 0.000 TV Loss: 0.625 Total Loss: 779.732 44%|####4 | 111/250 [01:44<02:16, 1.02it/s] CLIP Loss: 779.048 Range Loss: 0.000 TV Loss: 0.657 Total Loss: 779.705 45%|####4 | 112/250 [01:45<02:15, 1.02it/s] CLIP Loss: 777.799 Range Loss: 0.000 TV Loss: 0.682 Total Loss: 778.480 45%|####5 | 113/250 [01:46<02:15, 1.01it/s] CLIP Loss: 774.509 Range Loss: 0.000 TV Loss: 0.713 Total Loss: 775.221 46%|####5 | 114/250 [01:47<02:13, 1.02it/s] CLIP Loss: 778.932 Range Loss: 0.000 TV Loss: 0.734 Total Loss: 779.666 46%|####6 | 115/250 [01:48<02:14, 1.00it/s] CLIP Loss: 777.583 Range Loss: 0.000 TV Loss: 0.774 Total Loss: 778.358 46%|####6 | 116/250 [01:49<02:14, 1.00s/it] CLIP Loss: 776.593 Range Loss: 0.000 TV Loss: 0.814 Total Loss: 777.408 47%|####6 | 117/250 [01:50<02:12, 1.01it/s] CLIP Loss: 778.702 Range Loss: 0.000 TV Loss: 0.854 Total Loss: 779.556 47%|####7 | 118/250 [01:51<02:10, 1.01it/s] CLIP Loss: 782.212 Range Loss: 0.000 TV Loss: 0.909 Total Loss: 783.122 48%|####7 | 119/250 [01:52<02:08, 1.02it/s] CLIP Loss: 782.663 Range Loss: 0.000 TV Loss: 0.928 Total Loss: 783.591 48%|####8 | 120/250 [01:53<02:08, 1.01it/s] CLIP Loss: 778.030 Range Loss: 0.000 TV Loss: 0.958 Total Loss: 778.988 48%|####8 | 121/250 [01:54<02:07, 1.01it/s] CLIP Loss: 780.513 Range Loss: 0.000 TV Loss: 1.040 Total Loss: 781.554 49%|####8 | 122/250 [01:55<02:06, 1.01it/s] CLIP Loss: 782.209 Range Loss: 0.000 TV Loss: 1.093 Total Loss: 783.301 49%|####9 | 123/250 [01:56<02:05, 1.01it/s] CLIP Loss: 783.183 Range Loss: 0.000 TV Loss: 1.115 Total Loss: 784.298 50%|####9 | 124/250 [01:57<02:03, 1.02it/s] CLIP Loss: 782.448 Range Loss: 0.000 TV Loss: 1.211 Total Loss: 783.658 50%|##### | 125/250 [01:58<02:02, 1.02it/s] CLIP Loss: 786.806 Range Loss: 0.000 TV Loss: 1.306 Total Loss: 788.113 50%|##### | 126/250 [01:59<02:01, 1.02it/s] CLIP Loss: 785.095 Range Loss: 0.000 TV Loss: 1.430 Total Loss: 786.525 51%|##### | 127/250 [02:00<02:01, 1.01it/s] CLIP Loss: 784.374 Range Loss: 0.000 TV Loss: 1.523 Total Loss: 785.897 51%|#####1 | 128/250 [02:01<02:00, 1.01it/s] CLIP Loss: 783.690 Range Loss: 0.000 TV Loss: 1.667 Total Loss: 785.357 52%|#####1 | 129/250 [02:02<01:59, 1.02it/s] CLIP Loss: 782.380 Range Loss: 0.000 TV Loss: 1.783 Total Loss: 784.163 52%|#####2 | 130/250 [02:03<01:57, 1.02it/s] CLIP Loss: 784.031 Range Loss: 0.000 TV Loss: 1.985 Total Loss: 786.016 52%|#####2 | 131/250 [02:04<01:57, 1.01it/s] CLIP Loss: 784.632 Range Loss: 0.000 TV Loss: 2.025 Total Loss: 786.657 53%|#####2 | 132/250 [02:05<01:56, 1.01it/s] CLIP Loss: 780.490 Range Loss: 0.000 TV Loss: 2.149 Total Loss: 782.639 53%|#####3 | 133/250 [02:06<01:55, 1.02it/s] CLIP Loss: 778.050 Range Loss: 0.000 TV Loss: 2.301 Total Loss: 780.351 54%|#####3 | 134/250 [02:07<01:55, 1.01it/s] CLIP Loss: 780.018 Range Loss: 0.000 TV Loss: 2.529 Total Loss: 782.546 54%|#####4 | 135/250 [02:08<01:53, 1.01it/s] CLIP Loss: 783.021 Range Loss: 0.000 TV Loss: 2.664 Total Loss: 785.685 54%|#####4 | 136/250 [02:09<01:52, 1.02it/s] CLIP Loss: 785.953 Range Loss: 0.000 TV Loss: 2.832 Total Loss: 788.785 55%|#####4 | 137/250 [02:10<01:50, 1.03it/s] CLIP Loss: 786.167 Range Loss: 0.000 TV Loss: 3.078 Total Loss: 789.245 55%|#####5 | 138/250 [02:11<01:49, 1.03it/s] CLIP Loss: 787.931 Range Loss: 0.000 TV Loss: 3.204 Total Loss: 791.135 56%|#####5 | 139/250 [02:12<01:47, 1.04it/s] CLIP Loss: 792.230 Range Loss: 0.000 TV Loss: 3.520 Total Loss: 795.750 56%|#####6 | 140/250 [02:13<01:46, 1.03it/s] CLIP Loss: 791.525 Range Loss: 0.000 TV Loss: 3.713 Total Loss: 795.237 56%|#####6 | 141/250 [02:14<01:44, 1.04it/s] CLIP Loss: 789.555 Range Loss: 0.000 TV Loss: 3.961 Total Loss: 793.516 57%|#####6 | 142/250 [02:15<01:44, 1.04it/s] CLIP Loss: 791.512 Range Loss: 0.000 TV Loss: 4.181 Total Loss: 795.693 57%|#####7 | 143/250 [02:16<01:43, 1.03it/s] CLIP Loss: 789.918 Range Loss: 0.000 TV Loss: 4.288 Total Loss: 794.205 58%|#####7 | 144/250 [02:16<01:42, 1.04it/s] CLIP Loss: 793.048 Range Loss: 0.000 TV Loss: 4.488 Total Loss: 797.536 58%|#####8 | 145/250 [02:17<01:40, 1.04it/s] CLIP Loss: 791.610 Range Loss: 0.000 TV Loss: 4.721 Total Loss: 796.331 58%|#####8 | 146/250 [02:18<01:40, 1.04it/s] CLIP Loss: 793.868 Range Loss: 0.000 TV Loss: 4.991 Total Loss: 798.859 59%|#####8 | 147/250 [02:19<01:38, 1.04it/s] CLIP Loss: 794.298 Range Loss: 0.000 TV Loss: 5.258 Total Loss: 799.556 59%|#####9 | 148/250 [02:20<01:37, 1.04it/s] CLIP Loss: 795.918 Range Loss: 0.000 TV Loss: 5.570 Total Loss: 801.488 60%|#####9 | 149/250 [02:21<01:35, 1.05it/s] CLIP Loss: 796.819 Range Loss: 0.000 TV Loss: 5.912 Total Loss: 802.731 60%|###### | 150/250 [02:22<01:35, 1.05it/s] CLIP Loss: 793.364 Range Loss: 0.000 TV Loss: 6.191 Total Loss: 799.555 60%|###### | 151/250 [02:23<01:34, 1.05it/s] CLIP Loss: 796.003 Range Loss: 0.000 TV Loss: 6.527 Total Loss: 802.530 61%|###### | 152/250 [02:24<01:34, 1.04it/s] CLIP Loss: 798.120 Range Loss: 0.000 TV Loss: 6.893 Total Loss: 805.013 61%|######1 | 153/250 [02:25<01:32, 1.04it/s] CLIP Loss: 794.306 Range Loss: 0.000 TV Loss: 7.188 Total Loss: 801.494 62%|######1 | 154/250 [02:26<01:31, 1.05it/s] CLIP Loss: 791.532 Range Loss: 0.000 TV Loss: 7.541 Total Loss: 799.073 62%|######2 | 155/250 [02:27<01:30, 1.05it/s] CLIP Loss: 792.973 Range Loss: 0.000 TV Loss: 7.926 Total Loss: 800.899 62%|######2 | 156/250 [02:28<01:29, 1.05it/s] CLIP Loss: 792.337 Range Loss: 0.000 TV Loss: 8.260 Total Loss: 800.597 63%|######2 | 157/250 [02:29<01:28, 1.05it/s] CLIP Loss: 793.023 Range Loss: 0.000 TV Loss: 8.717 Total Loss: 801.740 63%|######3 | 158/250 [02:30<01:27, 1.05it/s] CLIP Loss: 790.299 Range Loss: 0.000 TV Loss: 9.124 Total Loss: 799.424 64%|######3 | 159/250 [02:31<01:26, 1.06it/s] CLIP Loss: 791.948 Range Loss: 0.000 TV Loss: 9.662 Total Loss: 801.609 64%|######4 | 160/250 [02:32<01:26, 1.04it/s] CLIP Loss: 790.899 Range Loss: 0.000 TV Loss: 10.150 Total Loss: 801.049 64%|######4 | 161/250 [02:33<01:24, 1.05it/s] CLIP Loss: 791.116 Range Loss: 0.000 TV Loss: 10.628 Total Loss: 801.744 65%|######4 | 162/250 [02:34<01:23, 1.05it/s] CLIP Loss: 794.129 Range Loss: 0.000 TV Loss: 11.155 Total Loss: 805.284 65%|######5 | 163/250 [02:35<01:22, 1.05it/s] CLIP Loss: 793.645 Range Loss: 0.000 TV Loss: 11.711 Total Loss: 805.356 66%|######5 | 164/250 [02:36<01:21, 1.05it/s] CLIP Loss: 794.138 Range Loss: 0.000 TV Loss: 12.370 Total Loss: 806.508 66%|######6 | 165/250 [02:36<01:21, 1.04it/s] CLIP Loss: 792.505 Range Loss: 0.000 TV Loss: 13.134 Total Loss: 805.639 66%|######6 | 166/250 [02:37<01:20, 1.04it/s] CLIP Loss: 793.273 Range Loss: 0.000 TV Loss: 13.674 Total Loss: 806.946 67%|######6 | 167/250 [02:38<01:18, 1.05it/s] CLIP Loss: 794.332 Range Loss: 0.000 TV Loss: 14.264 Total Loss: 808.595 67%|######7 | 168/250 [02:39<01:18, 1.05it/s] CLIP Loss: 795.738 Range Loss: 0.000 TV Loss: 14.945 Total Loss: 810.683 68%|######7 | 169/250 [02:40<01:16, 1.06it/s] CLIP Loss: 795.413 Range Loss: 0.000 TV Loss: 15.523 Total Loss: 810.936 68%|######8 | 170/250 [02:41<01:15, 1.05it/s] CLIP Loss: 796.102 Range Loss: 0.000 TV Loss: 16.250 Total Loss: 812.352 68%|######8 | 171/250 [02:42<01:15, 1.05it/s] CLIP Loss: 797.936 Range Loss: 0.000 TV Loss: 17.030 Total Loss: 814.966 69%|######8 | 172/250 [02:43<01:13, 1.06it/s] CLIP Loss: 794.427 Range Loss: 0.000 TV Loss: 17.706 Total Loss: 812.133 69%|######9 | 173/250 [02:44<01:13, 1.05it/s] CLIP Loss: 794.236 Range Loss: 0.000 TV Loss: 18.304 Total Loss: 812.540 70%|######9 | 174/250 [02:45<01:12, 1.05it/s] CLIP Loss: 795.860 Range Loss: 0.000 TV Loss: 19.028 Total Loss: 814.887 70%|####### | 175/250 [02:46<01:11, 1.05it/s] CLIP Loss: 794.911 Range Loss: 0.000 TV Loss: 19.589 Total Loss: 814.500 70%|####### | 176/250 [02:47<01:09, 1.06it/s] CLIP Loss: 792.562 Range Loss: 0.000 TV Loss: 20.290 Total Loss: 812.852 71%|####### | 177/250 [02:48<01:09, 1.06it/s] CLIP Loss: 795.338 Range Loss: 0.000 TV Loss: 21.173 Total Loss: 816.511 71%|#######1 | 178/250 [02:49<01:07, 1.06it/s] CLIP Loss: 794.735 Range Loss: 0.000 TV Loss: 21.882 Total Loss: 816.618 72%|#######1 | 179/250 [02:50<01:07, 1.05it/s] CLIP Loss: 793.980 Range Loss: 0.000 TV Loss: 22.706 Total Loss: 816.686 72%|#######2 | 180/250 [02:51<01:06, 1.05it/s] CLIP Loss: 795.226 Range Loss: 0.000 TV Loss: 23.504 Total Loss: 818.730 72%|#######2 | 181/250 [02:52<01:05, 1.06it/s] CLIP Loss: 795.663 Range Loss: 0.000 TV Loss: 24.234 Total Loss: 819.896 73%|#######2 | 182/250 [02:53<01:04, 1.06it/s] CLIP Loss: 795.083 Range Loss: 0.000 TV Loss: 25.079 Total Loss: 820.162 73%|#######3 | 183/250 [02:54<01:04, 1.04it/s] CLIP Loss: 794.228 Range Loss: 0.000 TV Loss: 25.801 Total Loss: 820.029 74%|#######3 | 184/250 [02:55<01:03, 1.04it/s] CLIP Loss: 795.280 Range Loss: 0.000 TV Loss: 26.564 Total Loss: 821.845 74%|#######4 | 185/250 [02:55<01:01, 1.05it/s] CLIP Loss: 795.683 Range Loss: 0.000 TV Loss: 27.313 Total Loss: 822.996 74%|#######4 | 186/250 [02:56<01:01, 1.05it/s] CLIP Loss: 794.162 Range Loss: 0.000 TV Loss: 28.290 Total Loss: 822.452 75%|#######4 | 187/250 [02:57<00:59, 1.06it/s] CLIP Loss: 794.304 Range Loss: 0.000 TV Loss: 28.974 Total Loss: 823.279 75%|#######5 | 188/250 [02:58<00:58, 1.06it/s] CLIP Loss: 795.827 Range Loss: 0.000 TV Loss: 29.800 Total Loss: 825.628 76%|#######5 | 189/250 [02:59<00:57, 1.05it/s] CLIP Loss: 796.242 Range Loss: 0.000 TV Loss: 30.530 Total Loss: 826.772 76%|#######6 | 190/250 [03:00<00:56, 1.05it/s] CLIP Loss: 794.735 Range Loss: 0.000 TV Loss: 31.227 Total Loss: 825.962 76%|#######6 | 191/250 [03:01<00:55, 1.07it/s] CLIP Loss: 793.418 Range Loss: 0.000 TV Loss: 32.113 Total Loss: 825.531 77%|#######6 | 192/250 [03:02<00:54, 1.07it/s] CLIP Loss: 796.253 Range Loss: 0.000 TV Loss: 32.826 Total Loss: 829.079 77%|#######7 | 193/250 [03:03<00:53, 1.06it/s] CLIP Loss: 794.542 Range Loss: 0.000 TV Loss: 33.679 Total Loss: 828.221 78%|#######7 | 194/250 [03:04<00:52, 1.06it/s] CLIP Loss: 795.280 Range Loss: 0.000 TV Loss: 34.321 Total Loss: 829.602 78%|#######8 | 195/250 [03:05<00:51, 1.06it/s] CLIP Loss: 794.315 Range Loss: 0.000 TV Loss: 35.066 Total Loss: 829.381 78%|#######8 | 196/250 [03:06<00:51, 1.06it/s] CLIP Loss: 795.188 Range Loss: 0.000 TV Loss: 35.798 Total Loss: 830.986 79%|#######8 | 197/250 [03:07<00:50, 1.06it/s] CLIP Loss: 793.698 Range Loss: 0.000 TV Loss: 36.503 Total Loss: 830.201 79%|#######9 | 198/250 [03:08<00:50, 1.04it/s] CLIP Loss: 794.763 Range Loss: 0.000 TV Loss: 37.138 Total Loss: 831.901 80%|#######9 | 199/250 [03:09<00:49, 1.04it/s] CLIP Loss: 795.242 Range Loss: 0.000 TV Loss: 37.620 Total Loss: 832.862 80%|######## | 200/250 [03:10<00:47, 1.04it/s] CLIP Loss: 795.305 Range Loss: 0.000 TV Loss: 37.997 Total Loss: 833.302 80%|######## | 201/250 [03:11<00:46, 1.05it/s] CLIP Loss: 793.586 Range Loss: 0.000 TV Loss: 38.496 Total Loss: 832.083 81%|######## | 202/250 [03:12<00:45, 1.05it/s] CLIP Loss: 793.438 Range Loss: 0.000 TV Loss: 38.922 Total Loss: 832.360 81%|########1 | 203/250 [03:13<00:44, 1.06it/s] CLIP Loss: 792.241 Range Loss: 0.000 TV Loss: 39.314 Total Loss: 831.555 82%|########1 | 204/250 [03:13<00:42, 1.07it/s] CLIP Loss: 791.954 Range Loss: 0.000 TV Loss: 39.510 Total Loss: 831.464 82%|########2 | 205/250 [03:14<00:42, 1.07it/s] CLIP Loss: 792.065 Range Loss: 0.000 TV Loss: 39.748 Total Loss: 831.813 82%|########2 | 206/250 [03:15<00:41, 1.07it/s] CLIP Loss: 792.137 Range Loss: 0.000 TV Loss: 39.768 Total Loss: 831.905 83%|########2 | 207/250 [03:16<00:39, 1.08it/s] CLIP Loss: 791.067 Range Loss: 0.000 TV Loss: 39.809 Total Loss: 830.876 83%|########3 | 208/250 [03:17<00:39, 1.07it/s] CLIP Loss: 793.182 Range Loss: 0.000 TV Loss: 39.922 Total Loss: 833.104 84%|########3 | 209/250 [03:18<00:38, 1.08it/s] CLIP Loss: 791.677 Range Loss: 0.000 TV Loss: 39.913 Total Loss: 831.590 84%|########4 | 210/250 [03:19<00:37, 1.07it/s] CLIP Loss: 793.056 Range Loss: 0.000 TV Loss: 40.000 Total Loss: 833.056 84%|########4 | 211/250 [03:20<00:36, 1.07it/s] CLIP Loss: 794.247 Range Loss: 0.000 TV Loss: 39.887 Total Loss: 834.133 85%|########4 | 212/250 [03:21<00:35, 1.08it/s] CLIP Loss: 793.853 Range Loss: 0.000 TV Loss: 39.726 Total Loss: 833.579 85%|########5 | 213/250 [03:22<00:34, 1.08it/s] CLIP Loss: 793.878 Range Loss: 0.000 TV Loss: 39.548 Total Loss: 833.426 86%|########5 | 214/250 [03:23<00:33, 1.08it/s] CLIP Loss: 792.657 Range Loss: 0.000 TV Loss: 39.365 Total Loss: 832.022 86%|########6 | 215/250 [03:24<00:32, 1.06it/s] CLIP Loss: 792.099 Range Loss: 0.000 TV Loss: 38.954 Total Loss: 831.054 86%|########6 | 216/250 [03:25<00:32, 1.06it/s] CLIP Loss: 792.055 Range Loss: 0.000 TV Loss: 38.515 Total Loss: 830.569 87%|########6 | 217/250 [03:26<00:31, 1.06it/s] CLIP Loss: 792.769 Range Loss: 0.000 TV Loss: 38.000 Total Loss: 830.769 87%|########7 | 218/250 [03:26<00:29, 1.07it/s] CLIP Loss: 792.788 Range Loss: 0.000 TV Loss: 37.365 Total Loss: 830.153 88%|########7 | 219/250 [03:27<00:28, 1.07it/s] CLIP Loss: 793.575 Range Loss: 0.000 TV Loss: 36.743 Total Loss: 830.318 88%|########8 | 220/250 [03:28<00:27, 1.07it/s] CLIP Loss: 794.283 Range Loss: 0.000 TV Loss: 36.127 Total Loss: 830.410 88%|########8 | 221/250 [03:29<00:27, 1.07it/s] CLIP Loss: 793.999 Range Loss: 0.000 TV Loss: 35.298 Total Loss: 829.297 89%|########8 | 222/250 [03:30<00:26, 1.07it/s] CLIP Loss: 794.206 Range Loss: 0.000 TV Loss: 34.474 Total Loss: 828.681 89%|########9 | 223/250 [03:31<00:25, 1.07it/s] CLIP Loss: 794.359 Range Loss: 0.000 TV Loss: 33.597 Total Loss: 827.955 90%|########9 | 224/250 [03:32<00:24, 1.08it/s] CLIP Loss: 794.109 Range Loss: 0.000 TV Loss: 32.649 Total Loss: 826.758 90%|######### | 225/250 [03:33<00:23, 1.07it/s] CLIP Loss: 794.097 Range Loss: 0.000 TV Loss: 31.631 Total Loss: 825.729 90%|######### | 226/250 [03:34<00:22, 1.07it/s] CLIP Loss: 792.742 Range Loss: 0.000 TV Loss: 30.520 Total Loss: 823.262 91%|######### | 227/250 [03:35<00:21, 1.06it/s] CLIP Loss: 794.166 Range Loss: 0.000 TV Loss: 29.408 Total Loss: 823.573 91%|#########1| 228/250 [03:36<00:20, 1.07it/s] CLIP Loss: 794.869 Range Loss: 0.000 TV Loss: 28.204 Total Loss: 823.073 92%|#########1| 229/250 [03:37<00:19, 1.07it/s] CLIP Loss: 794.590 Range Loss: 0.000 TV Loss: 26.857 Total Loss: 821.448 92%|#########2| 230/250 [03:38<00:18, 1.06it/s] CLIP Loss: 795.072 Range Loss: 0.000 TV Loss: 25.606 Total Loss: 820.678 92%|#########2| 231/250 [03:39<00:17, 1.07it/s] CLIP Loss: 795.777 Range Loss: 0.000 TV Loss: 24.300 Total Loss: 820.077 93%|#########2| 232/250 [03:40<00:16, 1.08it/s] CLIP Loss: 794.417 Range Loss: 0.000 TV Loss: 22.961 Total Loss: 817.378 93%|#########3| 233/250 [03:40<00:15, 1.09it/s] CLIP Loss: 795.477 Range Loss: 0.000 TV Loss: 21.610 Total Loss: 817.087 94%|#########3| 234/250 [03:41<00:14, 1.09it/s] CLIP Loss: 795.136 Range Loss: 0.000 TV Loss: 20.209 Total Loss: 815.345 94%|#########3| 235/250 [03:42<00:13, 1.09it/s] CLIP Loss: 795.467 Range Loss: 0.000 TV Loss: 18.839 Total Loss: 814.306 94%|#########4| 236/250 [03:43<00:12, 1.09it/s] CLIP Loss: 796.629 Range Loss: 0.000 TV Loss: 17.426 Total Loss: 814.055 95%|#########4| 237/250 [03:44<00:12, 1.08it/s] CLIP Loss: 798.127 Range Loss: 0.000 TV Loss: 16.033 Total Loss: 814.161 95%|#########5| 238/250 [03:45<00:11, 1.07it/s] CLIP Loss: 797.503 Range Loss: 0.000 TV Loss: 14.670 Total Loss: 812.173 96%|#########5| 239/250 [03:46<00:10, 1.08it/s] CLIP Loss: 795.526 Range Loss: 0.000 TV Loss: 13.363 Total Loss: 808.889 96%|#########6| 240/250 [03:47<00:09, 1.09it/s] CLIP Loss: 795.131 Range Loss: 0.000 TV Loss: 12.101 Total Loss: 807.232 96%|#########6| 241/250 [03:48<00:08, 1.08it/s] CLIP Loss: 796.726 Range Loss: 0.000 TV Loss: 10.881 Total Loss: 807.607 97%|#########6| 242/250 [03:49<00:07, 1.09it/s] CLIP Loss: 795.211 Range Loss: 0.000 TV Loss: 9.733 Total Loss: 804.944 97%|#########7| 243/250 [03:50<00:06, 1.09it/s] CLIP Loss: 793.724 Range Loss: 0.000 TV Loss: 8.637 Total Loss: 802.361 98%|#########7| 244/250 [03:51<00:05, 1.08it/s] CLIP Loss: 792.179 Range Loss: 0.000 TV Loss: 7.638 Total Loss: 799.817 98%|#########8| 245/250 [03:52<00:04, 1.09it/s] CLIP Loss: 791.690 Range Loss: 0.000 TV Loss: 6.720 Total Loss: 798.410 98%|#########8| 246/250 [03:52<00:03, 1.09it/s] CLIP Loss: 786.719 Range Loss: 0.000 TV Loss: 5.926 Total Loss: 792.645 99%|#########8| 247/250 [03:53<00:02, 1.10it/s] CLIP Loss: 784.515 Range Loss: 0.000 TV Loss: 5.257 Total Loss: 789.772 99%|#########9| 248/250 [03:54<00:01, 1.10it/s] CLIP Loss: 782.904 Range Loss: 0.000 TV Loss: 4.735 Total Loss: 787.639 100%|#########9| 249/250 [03:55<00:00, 1.12it/s] CLIP Loss: 779.481 Range Loss: 0.000 TV Loss: 4.332 Total Loss: 783.813 100%|##########| 250/250 [03:56<00:00, 1.13it/s] 100%|##########| 250/250 [03:56<00:00, 1.06it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDab2huluawfbbliuzyvmfspmlsiStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a lion staring at the camera
- respace
- 250
- tv_scale
- 0
- sat_scale
- "0"
- range_scale
- "50"
- use_magnitude
- use_augmentations
- clip_guidance_scale
- 900
{ "seed": "0", "prompt": "a lion staring at the camera", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a lion staring at the camera", respace: "250", tv_scale: 0, sat_scale: "0", range_scale: "50", use_magnitude: false, use_augmentations: false, clip_guidance_scale: 900 } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a lion staring at the camera", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": 900 } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a lion staring at the camera", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a lion staring at the camera"' \ -i 'respace="250"' \ -i 'tv_scale=0' \ -i 'sat_scale="0"' \ -i 'range_scale="50"' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale=900'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a lion staring at the camera", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T05:44:01.020219Z", "created_at": "2021-10-15T05:41:26.325916Z", "data_removed": false, "error": null, "id": "ab2huluawfbbliuzyvmfspmlsi", "input": { "seed": "0", "prompt": "a lion staring at the camera", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 848.969\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 848.969\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:41, 1.54it/s]\nCLIP Loss: 833.794\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 833.794\n\n 1%| | 2/250 [00:01<02:25, 1.70it/s]\nCLIP Loss: 827.113\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 827.113\n\n 1%|1 | 3/250 [00:01<02:21, 1.74it/s]\nCLIP Loss: 826.086\tRange Loss: 0.001\tTV Loss: 0.000\tTotal Loss: 826.087\n\n 2%|1 | 4/250 [00:02<02:19, 1.77it/s]\nCLIP Loss: 817.060\tRange Loss: 0.001\tTV Loss: 0.000\tTotal Loss: 817.061\n\n 2%|2 | 5/250 [00:02<02:17, 1.78it/s]\nCLIP Loss: 805.171\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 805.171\n\n 2%|2 | 6/250 [00:03<02:34, 1.58it/s]\nCLIP Loss: 802.250\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 802.250\n\n 3%|2 | 7/250 [00:04<02:26, 1.65it/s]\nCLIP Loss: 812.782\tRange Loss: 0.001\tTV Loss: 0.000\tTotal Loss: 812.783\n\n 3%|3 | 8/250 [00:04<02:25, 1.67it/s]\nCLIP Loss: 807.907\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 807.907\n\n 4%|3 | 9/250 [00:05<02:21, 1.71it/s]\nCLIP Loss: 797.297\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 797.298\n\n 4%|4 | 10/250 [00:05<02:18, 1.73it/s]\nCLIP Loss: 790.544\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 790.545\n\n 4%|4 | 11/250 [00:06<02:29, 1.60it/s]\nCLIP Loss: 789.355\tRange Loss: 0.001\tTV Loss: 0.000\tTotal Loss: 789.355\n\n 5%|4 | 12/250 [00:07<02:23, 1.66it/s]\nCLIP Loss: 790.894\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 790.894\n\n 5%|5 | 13/250 [00:07<02:20, 1.69it/s]\nCLIP Loss: 781.838\tRange Loss: 0.001\tTV Loss: 0.000\tTotal Loss: 781.839\n\n 6%|5 | 14/250 [00:08<02:17, 1.72it/s]\nCLIP Loss: 769.526\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 769.526\n\n 6%|6 | 15/250 [00:08<02:15, 1.74it/s]\nCLIP Loss: 769.859\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 769.859\n\n 6%|6 | 16/250 [00:09<02:31, 1.54it/s]\nCLIP Loss: 750.303\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 750.303\n\n 7%|6 | 17/250 [00:10<02:24, 1.61it/s]\nCLIP Loss: 739.291\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 739.291\n\n 7%|7 | 18/250 [00:10<02:19, 1.66it/s]\nCLIP Loss: 732.075\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 732.075\n\n 8%|7 | 19/250 [00:11<02:16, 1.69it/s]\nCLIP Loss: 727.790\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.790\n\n 8%|8 | 20/250 [00:11<02:13, 1.72it/s]\nCLIP Loss: 729.783\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 729.783\n\n 8%|8 | 21/250 [00:12<02:24, 1.58it/s]\nCLIP Loss: 741.020\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 741.020\n\n 9%|8 | 22/250 [00:13<02:18, 1.65it/s]\nCLIP Loss: 727.332\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.332\n\n 9%|9 | 23/250 [00:13<02:14, 1.68it/s]\nCLIP Loss: 718.287\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 718.287\n\n 10%|9 | 24/250 [00:14<02:11, 1.71it/s]\nCLIP Loss: 731.882\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 731.882\n\n 10%|# | 25/250 [00:14<02:09, 1.73it/s]\nCLIP Loss: 734.215\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 734.215\n\n 10%|# | 26/250 [00:15<02:22, 1.58it/s]\nCLIP Loss: 703.250\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.250\n\n 11%|# | 27/250 [00:16<02:15, 1.64it/s]\nCLIP Loss: 700.459\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.459\n\n 11%|#1 | 28/250 [00:16<02:12, 1.68it/s]\nCLIP Loss: 708.237\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.237\n\n 12%|#1 | 29/250 [00:17<02:09, 1.71it/s]\nCLIP Loss: 695.655\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.655\n\n 12%|#2 | 30/250 [00:17<02:07, 1.73it/s]\nCLIP Loss: 717.371\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 717.371\n\n 12%|#2 | 31/250 [00:18<02:18, 1.58it/s]\nCLIP Loss: 699.241\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.241\n\n 13%|#2 | 32/250 [00:19<02:14, 1.62it/s]\nCLIP Loss: 692.365\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.365\n\n 13%|#3 | 33/250 [00:19<02:10, 1.66it/s]\nCLIP Loss: 691.039\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.039\n\n 14%|#3 | 34/250 [00:20<02:07, 1.70it/s]\nCLIP Loss: 701.017\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.017\n\n 14%|#4 | 35/250 [00:20<02:06, 1.70it/s]\nCLIP Loss: 702.657\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.657\n\n 14%|#4 | 36/250 [00:21<02:19, 1.54it/s]\nCLIP Loss: 698.348\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.348\n\n 15%|#4 | 37/250 [00:22<02:12, 1.60it/s]\nCLIP Loss: 692.099\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.099\n\n 15%|#5 | 38/250 [00:22<02:09, 1.64it/s]\nCLIP Loss: 695.705\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.705\n\n 16%|#5 | 39/250 [00:23<02:06, 1.67it/s]\nCLIP Loss: 703.234\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.234\n\n 16%|#6 | 40/250 [00:24<02:03, 1.70it/s]\nCLIP Loss: 705.093\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.093\n\n 16%|#6 | 41/250 [00:24<02:15, 1.55it/s]\nCLIP Loss: 703.500\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.500\n\n 17%|#6 | 42/250 [00:25<02:08, 1.61it/s]\nCLIP Loss: 709.326\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.326\n\n 17%|#7 | 43/250 [00:25<02:05, 1.65it/s]\nCLIP Loss: 702.135\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.135\n\n 18%|#7 | 44/250 [00:26<02:02, 1.68it/s]\nCLIP Loss: 715.545\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.545\n\n 18%|#8 | 45/250 [00:27<02:00, 1.70it/s]\nCLIP Loss: 705.305\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.305\n\n 18%|#8 | 46/250 [00:27<02:11, 1.55it/s]\nCLIP Loss: 758.772\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 758.772\n\n 19%|#8 | 47/250 [00:28<02:06, 1.61it/s]\nCLIP Loss: 692.479\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.479\n\n 19%|#9 | 48/250 [00:28<02:02, 1.65it/s]\nCLIP Loss: 689.424\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.424\n\n 20%|#9 | 49/250 [00:29<01:59, 1.68it/s]\nCLIP Loss: 686.924\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.924\n\n 20%|## | 50/250 [00:30<01:58, 1.68it/s]\nCLIP Loss: 686.801\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.801\n\n 20%|## | 51/250 [00:30<02:09, 1.54it/s]\nCLIP Loss: 687.986\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.986\n\n 21%|## | 52/250 [00:31<02:03, 1.60it/s]\nCLIP Loss: 684.866\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.866\n\n 21%|##1 | 53/250 [00:32<02:00, 1.64it/s]\nCLIP Loss: 695.734\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.734\n\n 22%|##1 | 54/250 [00:32<01:57, 1.67it/s]\nCLIP Loss: 708.924\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.924\n\n 22%|##2 | 55/250 [00:33<01:55, 1.69it/s]\nCLIP Loss: 737.033\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 737.033\n\n 22%|##2 | 56/250 [00:34<02:06, 1.53it/s]\nCLIP Loss: 835.433\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 835.433\n\n 23%|##2 | 57/250 [00:34<02:00, 1.60it/s]\nCLIP Loss: 769.836\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 769.836\n\n 23%|##3 | 58/250 [00:35<01:57, 1.63it/s]\nCLIP Loss: 767.298\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 767.298\n\n 24%|##3 | 59/250 [00:35<01:54, 1.67it/s]\nCLIP Loss: 743.156\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 743.156\n\n 24%|##4 | 60/250 [00:36<01:52, 1.68it/s]\nCLIP Loss: 751.827\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 751.827\n\n 24%|##4 | 61/250 [00:37<02:07, 1.49it/s]\nCLIP Loss: 753.740\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 753.740\n\n 25%|##4 | 62/250 [00:37<02:00, 1.56it/s]\nCLIP Loss: 727.028\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.028\n\n 25%|##5 | 63/250 [00:38<01:56, 1.61it/s]\nCLIP Loss: 709.657\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.657\n\n 26%|##5 | 64/250 [00:38<01:53, 1.64it/s]\nCLIP Loss: 702.943\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.943\n\n 26%|##6 | 65/250 [00:39<01:50, 1.67it/s]\nCLIP Loss: 705.864\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.864\n\n 26%|##6 | 66/250 [00:40<02:03, 1.49it/s]\nCLIP Loss: 730.972\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 730.972\n\n 27%|##6 | 67/250 [00:40<01:56, 1.57it/s]\nCLIP Loss: 714.448\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 714.448\n\n 27%|##7 | 68/250 [00:41<01:52, 1.62it/s]\nCLIP Loss: 708.081\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.081\n\n 28%|##7 | 69/250 [00:42<01:49, 1.66it/s]\nCLIP Loss: 705.152\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.152\n\n 28%|##8 | 70/250 [00:42<01:46, 1.69it/s]\nCLIP Loss: 704.118\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.118\n\n 28%|##8 | 71/250 [00:43<02:00, 1.48it/s]\nCLIP Loss: 703.156\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.156\n\n 29%|##8 | 72/250 [00:43<01:54, 1.56it/s]\nCLIP Loss: 729.441\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 729.441\n\n 29%|##9 | 73/250 [00:44<01:49, 1.61it/s]\nCLIP Loss: 738.945\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 738.945\n\n 30%|##9 | 74/250 [00:45<01:46, 1.65it/s]\nCLIP Loss: 712.157\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.157\n\n 30%|### | 75/250 [00:45<01:44, 1.68it/s]\nCLIP Loss: 709.090\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.090\n\n 30%|### | 76/250 [00:46<01:56, 1.50it/s]\nCLIP Loss: 707.959\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 707.959\n\n 31%|### | 77/250 [00:47<01:49, 1.58it/s]\nCLIP Loss: 704.453\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.453\n\n 31%|###1 | 78/250 [00:47<01:46, 1.62it/s]\nCLIP Loss: 706.260\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.260\n\n 32%|###1 | 79/250 [00:48<01:43, 1.65it/s]\nCLIP Loss: 705.844\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.844\n\n 32%|###2 | 80/250 [00:48<01:40, 1.69it/s]\nCLIP Loss: 703.894\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.894\n\n 32%|###2 | 81/250 [00:49<01:53, 1.49it/s]\nCLIP Loss: 707.548\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 707.548\n\n 33%|###2 | 82/250 [00:50<01:47, 1.57it/s]\nCLIP Loss: 709.217\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.217\n\n 33%|###3 | 83/250 [00:50<01:43, 1.62it/s]\nCLIP Loss: 703.338\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.338\n\n 34%|###3 | 84/250 [00:51<01:40, 1.65it/s]\nCLIP Loss: 695.656\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.656\n\n 34%|###4 | 85/250 [00:51<01:38, 1.68it/s]\nCLIP Loss: 691.551\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.551\n\n 34%|###4 | 86/250 [00:52<01:50, 1.48it/s]\nCLIP Loss: 693.532\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.532\n\n 35%|###4 | 87/250 [00:53<01:44, 1.57it/s]\nCLIP Loss: 697.089\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.089\n\n 35%|###5 | 88/250 [00:53<01:40, 1.61it/s]\nCLIP Loss: 685.843\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.843\n\n 36%|###5 | 89/250 [00:54<01:37, 1.66it/s]\nCLIP Loss: 688.342\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.342\n\n 36%|###6 | 90/250 [00:55<01:35, 1.68it/s]\nCLIP Loss: 682.236\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 682.236\n\n 36%|###6 | 91/250 [00:55<01:46, 1.50it/s]\nCLIP Loss: 682.765\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 682.765\n\n 37%|###6 | 92/250 [00:56<01:40, 1.57it/s]\nCLIP Loss: 683.607\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.607\n\n 37%|###7 | 93/250 [00:57<01:36, 1.63it/s]\nCLIP Loss: 685.153\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.153\n\n 38%|###7 | 94/250 [00:57<01:33, 1.67it/s]\nCLIP Loss: 684.867\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.867\n\n 38%|###8 | 95/250 [00:58<01:31, 1.70it/s]\nCLIP Loss: 681.357\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 681.357\n\n 38%|###8 | 96/250 [00:59<01:43, 1.49it/s]\nCLIP Loss: 678.660\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 678.660\n\n 39%|###8 | 97/250 [00:59<01:38, 1.56it/s]\nCLIP Loss: 678.194\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 678.194\n\n 39%|###9 | 98/250 [01:00<01:34, 1.62it/s]\nCLIP Loss: 676.619\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 676.619\n\n 40%|###9 | 99/250 [01:00<01:31, 1.66it/s]\nCLIP Loss: 675.320\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 675.320\n\n 40%|#### | 100/250 [01:01<01:29, 1.68it/s]\nCLIP Loss: 681.815\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 681.815\n\n 40%|#### | 101/250 [01:02<01:40, 1.48it/s]\nCLIP Loss: 678.669\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 678.669\n\n 41%|#### | 102/250 [01:02<01:34, 1.56it/s]\nCLIP Loss: 680.631\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 680.631\n\n 41%|####1 | 103/250 [01:03<01:30, 1.62it/s]\nCLIP Loss: 680.549\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 680.549\n\n 42%|####1 | 104/250 [01:03<01:27, 1.67it/s]\nCLIP Loss: 675.587\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 675.587\n\n 42%|####2 | 105/250 [01:04<01:25, 1.69it/s]\nCLIP Loss: 682.733\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 682.733\n\n 42%|####2 | 106/250 [01:05<01:36, 1.49it/s]\nCLIP Loss: 683.428\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.428\n\n 43%|####2 | 107/250 [01:05<01:30, 1.58it/s]\nCLIP Loss: 686.245\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.245\n\n 43%|####3 | 108/250 [01:06<01:27, 1.63it/s]\nCLIP Loss: 684.970\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.970\n\n 44%|####3 | 109/250 [01:06<01:24, 1.67it/s]\nCLIP Loss: 685.999\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.999\n\n 44%|####4 | 110/250 [01:07<01:22, 1.70it/s]\nCLIP Loss: 688.117\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.117\n\n 44%|####4 | 111/250 [01:08<01:34, 1.48it/s]\nCLIP Loss: 691.590\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.590\n\n 45%|####4 | 112/250 [01:08<01:28, 1.56it/s]\nCLIP Loss: 689.347\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.347\n\n 45%|####5 | 113/250 [01:09<01:25, 1.61it/s]\nCLIP Loss: 691.288\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.288\n\n 46%|####5 | 114/250 [01:10<01:21, 1.66it/s]\nCLIP Loss: 694.570\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.570\n\n 46%|####6 | 115/250 [01:10<01:19, 1.69it/s]\nCLIP Loss: 690.177\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.177\n\n 46%|####6 | 116/250 [01:11<01:29, 1.49it/s]\nCLIP Loss: 690.007\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.007\n\n 47%|####6 | 117/250 [01:12<01:24, 1.58it/s]\nCLIP Loss: 689.832\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.832\n\n 47%|####7 | 118/250 [01:12<01:21, 1.63it/s]\nCLIP Loss: 685.163\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.163\n\n 48%|####7 | 119/250 [01:13<01:18, 1.67it/s]\nCLIP Loss: 687.668\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.668\n\n 48%|####8 | 120/250 [01:13<01:16, 1.70it/s]\nCLIP Loss: 687.016\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.016\n\n 48%|####8 | 121/250 [01:14<01:27, 1.48it/s]\nCLIP Loss: 686.416\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.416\n\n 49%|####8 | 122/250 [01:15<01:21, 1.56it/s]\nCLIP Loss: 686.799\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.799\n\n 49%|####9 | 123/250 [01:15<01:18, 1.62it/s]\nCLIP Loss: 685.502\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.502\n\n 50%|####9 | 124/250 [01:16<01:15, 1.66it/s]\nCLIP Loss: 686.440\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.440\n\n 50%|##### | 125/250 [01:16<01:13, 1.70it/s]\nCLIP Loss: 684.612\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.612\n\n 50%|##### | 126/250 [01:17<01:22, 1.50it/s]\nCLIP Loss: 687.222\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.222\n\n 51%|##### | 127/250 [01:18<01:17, 1.58it/s]\nCLIP Loss: 685.990\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.990\n\n 51%|#####1 | 128/250 [01:18<01:14, 1.63it/s]\nCLIP Loss: 687.231\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.231\n\n 52%|#####1 | 129/250 [01:19<01:12, 1.68it/s]\nCLIP Loss: 688.792\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.792\n\n 52%|#####2 | 130/250 [01:19<01:10, 1.70it/s]\nCLIP Loss: 688.593\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.593\n\n 52%|#####2 | 131/250 [01:20<01:19, 1.51it/s]\nCLIP Loss: 689.087\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.087\n\n 53%|#####2 | 132/250 [01:21<01:14, 1.58it/s]\nCLIP Loss: 690.135\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.135\n\n 53%|#####3 | 133/250 [01:21<01:11, 1.63it/s]\nCLIP Loss: 692.111\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.111\n\n 54%|#####3 | 134/250 [01:22<01:09, 1.67it/s]\nCLIP Loss: 696.632\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.632\n\n 54%|#####4 | 135/250 [01:23<01:07, 1.70it/s]\nCLIP Loss: 697.111\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.111\n\n 54%|#####4 | 136/250 [01:23<01:15, 1.52it/s]\nCLIP Loss: 693.727\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.727\n\n 55%|#####4 | 137/250 [01:24<01:11, 1.59it/s]\nCLIP Loss: 690.411\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.411\n\n 55%|#####5 | 138/250 [01:25<01:08, 1.64it/s]\nCLIP Loss: 689.953\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.953\n\n 56%|#####5 | 139/250 [01:25<01:05, 1.69it/s]\nCLIP Loss: 695.031\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.031\n\n 56%|#####6 | 140/250 [01:26<01:04, 1.71it/s]\nCLIP Loss: 692.546\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.546\n\n 56%|#####6 | 141/250 [01:26<01:11, 1.52it/s]\nCLIP Loss: 694.219\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.219\n\n 57%|#####6 | 142/250 [01:27<01:07, 1.60it/s]\nCLIP Loss: 694.676\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.676\n\n 57%|#####7 | 143/250 [01:28<01:05, 1.64it/s]\nCLIP Loss: 690.026\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.026\n\n 58%|#####7 | 144/250 [01:28<01:03, 1.68it/s]\nCLIP Loss: 691.746\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.746\n\n 58%|#####8 | 145/250 [01:29<01:01, 1.71it/s]\nCLIP Loss: 689.268\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.268\n\n 58%|#####8 | 146/250 [01:30<01:08, 1.52it/s]\nCLIP Loss: 688.739\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.739\n\n 59%|#####8 | 147/250 [01:30<01:04, 1.60it/s]\nCLIP Loss: 690.947\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.947\n\n 59%|#####9 | 148/250 [01:31<01:01, 1.65it/s]\nCLIP Loss: 689.990\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.990\n\n 60%|#####9 | 149/250 [01:31<00:59, 1.69it/s]\nCLIP Loss: 689.491\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.491\n\n 60%|###### | 150/250 [01:32<00:58, 1.71it/s]\nCLIP Loss: 692.054\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.054\n\n 60%|###### | 151/250 [01:33<01:04, 1.52it/s]\nCLIP Loss: 691.851\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.851\n\n 61%|###### | 152/250 [01:33<01:01, 1.60it/s]\nCLIP Loss: 696.728\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.728\n\n 61%|######1 | 153/250 [01:34<00:58, 1.65it/s]\nCLIP Loss: 695.285\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.285\n\n 62%|######1 | 154/250 [01:34<00:56, 1.69it/s]\nCLIP Loss: 692.816\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.816\n\n 62%|######2 | 155/250 [01:35<00:55, 1.72it/s]\nCLIP Loss: 693.779\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.779\n\n 62%|######2 | 156/250 [01:36<01:00, 1.54it/s]\nCLIP Loss: 692.303\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.303\n\n 63%|######2 | 157/250 [01:36<00:57, 1.62it/s]\nCLIP Loss: 694.659\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.659\n\n 63%|######3 | 158/250 [01:37<00:55, 1.65it/s]\nCLIP Loss: 692.015\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.015\n\n 64%|######3 | 159/250 [01:37<00:53, 1.69it/s]\nCLIP Loss: 697.647\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.647\n\n 64%|######4 | 160/250 [01:38<00:52, 1.71it/s]\nCLIP Loss: 691.529\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.529\n\n 64%|######4 | 161/250 [01:39<00:57, 1.55it/s]\nCLIP Loss: 693.430\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.430\n\n 65%|######4 | 162/250 [01:39<00:54, 1.62it/s]\nCLIP Loss: 693.704\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.704\n\n 65%|######5 | 163/250 [01:40<00:52, 1.66it/s]\nCLIP Loss: 690.339\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.339\n\n 66%|######5 | 164/250 [01:40<00:50, 1.70it/s]\nCLIP Loss: 689.823\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.823\n\n 66%|######6 | 165/250 [01:41<00:49, 1.73it/s]\nCLIP Loss: 686.144\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.144\n\n 66%|######6 | 166/250 [01:42<00:54, 1.56it/s]\nCLIP Loss: 690.612\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.612\n\n 67%|######6 | 167/250 [01:42<00:51, 1.63it/s]\nCLIP Loss: 689.650\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.650\n\n 67%|######7 | 168/250 [01:43<00:49, 1.67it/s]\nCLIP Loss: 691.672\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.672\n\n 68%|######7 | 169/250 [01:43<00:47, 1.71it/s]\nCLIP Loss: 686.116\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.116\n\n 68%|######8 | 170/250 [01:44<00:46, 1.72it/s]\nCLIP Loss: 688.320\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.320\n\n 68%|######8 | 171/250 [01:45<00:51, 1.55it/s]\nCLIP Loss: 692.010\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.010\n\n 69%|######8 | 172/250 [01:45<00:48, 1.62it/s]\nCLIP Loss: 694.443\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.443\n\n 69%|######9 | 173/250 [01:46<00:46, 1.66it/s]\nCLIP Loss: 690.566\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.566\n\n 70%|######9 | 174/250 [01:46<00:44, 1.70it/s]\nCLIP Loss: 695.290\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.290\n\n 70%|####### | 175/250 [01:47<00:43, 1.72it/s]\nCLIP Loss: 694.186\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.186\n\n 70%|####### | 176/250 [01:48<00:47, 1.56it/s]\nCLIP Loss: 693.654\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.654\n\n 71%|####### | 177/250 [01:48<00:44, 1.62it/s]\nCLIP Loss: 693.110\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.110\n\n 71%|#######1 | 178/250 [01:49<00:43, 1.67it/s]\nCLIP Loss: 688.874\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.874\n\n 72%|#######1 | 179/250 [01:49<00:41, 1.70it/s]\nCLIP Loss: 694.998\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.998\n\n 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s]\nCLIP Loss: 695.251\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.251\n\n 72%|#######2 | 181/250 [01:51<00:44, 1.54it/s]\nCLIP Loss: 693.713\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.713\n\n 73%|#######2 | 182/250 [01:51<00:42, 1.61it/s]\nCLIP Loss: 698.409\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.409\n\n 73%|#######3 | 183/250 [01:52<00:40, 1.66it/s]\nCLIP Loss: 693.615\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.615\n\n 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s]\nCLIP Loss: 691.306\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.306\n\n 74%|#######4 | 185/250 [01:53<00:37, 1.72it/s]\nCLIP Loss: 695.084\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.084\n\n 74%|#######4 | 186/250 [01:54<00:41, 1.54it/s]\nCLIP Loss: 693.907\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.907\n\n 75%|#######4 | 187/250 [01:54<00:39, 1.61it/s]\nCLIP Loss: 692.506\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.506\n\n 75%|#######5 | 188/250 [01:55<00:37, 1.65it/s]\nCLIP Loss: 691.602\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.602\n\n 76%|#######5 | 189/250 [01:56<00:36, 1.69it/s]\nCLIP Loss: 696.091\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.091\n\n 76%|#######6 | 190/250 [01:56<00:34, 1.72it/s]\nCLIP Loss: 692.601\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.601\n\n 76%|#######6 | 191/250 [01:57<00:38, 1.55it/s]\nCLIP Loss: 692.879\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.879\n\n 77%|#######6 | 192/250 [01:57<00:35, 1.62it/s]\nCLIP Loss: 693.514\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.514\n\n 77%|#######7 | 193/250 [01:58<00:34, 1.66it/s]\nCLIP Loss: 692.080\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.080\n\n 78%|#######7 | 194/250 [01:59<00:32, 1.70it/s]\nCLIP Loss: 694.192\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.192\n\n 78%|#######8 | 195/250 [01:59<00:31, 1.72it/s]\nCLIP Loss: 692.332\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.332\n\n 78%|#######8 | 196/250 [02:00<00:34, 1.56it/s]\nCLIP Loss: 693.632\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.632\n\n 79%|#######8 | 197/250 [02:00<00:32, 1.62it/s]\nCLIP Loss: 696.842\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.842\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.67it/s]\nCLIP Loss: 689.112\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.112\n\n 80%|#######9 | 199/250 [02:02<00:30, 1.69it/s]\nCLIP Loss: 691.109\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.109\n\n 80%|######## | 200/250 [02:02<00:29, 1.72it/s]\nCLIP Loss: 691.279\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.279\n\n 80%|######## | 201/250 [02:03<00:31, 1.54it/s]\nCLIP Loss: 693.243\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.243\n\n 81%|######## | 202/250 [02:04<00:29, 1.61it/s]\nCLIP Loss: 694.935\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.935\n\n 81%|########1 | 203/250 [02:04<00:28, 1.66it/s]\nCLIP Loss: 692.365\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.365\n\n 82%|########1 | 204/250 [02:05<00:27, 1.70it/s]\nCLIP Loss: 689.851\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.851\n\n 82%|########2 | 205/250 [02:05<00:26, 1.72it/s]\nCLIP Loss: 690.859\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.859\n\n 82%|########2 | 206/250 [02:06<00:28, 1.56it/s]\nCLIP Loss: 690.990\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.990\n\n 83%|########2 | 207/250 [02:07<00:26, 1.63it/s]\nCLIP Loss: 687.782\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.782\n\n 83%|########3 | 208/250 [02:07<00:25, 1.67it/s]\nCLIP Loss: 690.348\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.348\n\n 84%|########3 | 209/250 [02:08<00:24, 1.70it/s]\nCLIP Loss: 693.652\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.652\n\n 84%|########4 | 210/250 [02:08<00:23, 1.72it/s]\nCLIP Loss: 694.086\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.086\n\n 84%|########4 | 211/250 [02:09<00:24, 1.57it/s]\nCLIP Loss: 694.189\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.189\n\n 85%|########4 | 212/250 [02:10<00:23, 1.63it/s]\nCLIP Loss: 691.703\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.703\n\n 85%|########5 | 213/250 [02:10<00:22, 1.67it/s]\nCLIP Loss: 693.133\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.133\n\n 86%|########5 | 214/250 [02:11<00:21, 1.70it/s]\nCLIP Loss: 692.600\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.600\n\n 86%|########6 | 215/250 [02:11<00:20, 1.72it/s]\nCLIP Loss: 693.750\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.750\n\n 86%|########6 | 216/250 [02:12<00:22, 1.54it/s]\nCLIP Loss: 690.423\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.423\n\n 87%|########6 | 217/250 [02:13<00:20, 1.61it/s]\nCLIP Loss: 691.798\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.798\n\n 87%|########7 | 218/250 [02:13<00:19, 1.65it/s]\nCLIP Loss: 690.717\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.717\n\n 88%|########7 | 219/250 [02:14<00:18, 1.68it/s]\nCLIP Loss: 692.103\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.103\n\n 88%|########8 | 220/250 [02:14<00:17, 1.70it/s]\nCLIP Loss: 692.570\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.570\n\n 88%|########8 | 221/250 [02:15<00:18, 1.56it/s]\nCLIP Loss: 691.472\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.472\n\n 89%|########8 | 222/250 [02:16<00:17, 1.62it/s]\nCLIP Loss: 694.701\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.701\n\n 89%|########9 | 223/250 [02:16<00:16, 1.67it/s]\nCLIP Loss: 692.656\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.656\n\n 90%|########9 | 224/250 [02:17<00:15, 1.70it/s]\nCLIP Loss: 693.599\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.599\n\n 90%|######### | 225/250 [02:17<00:14, 1.72it/s]\nCLIP Loss: 696.012\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.012\n\n 90%|######### | 226/250 [02:18<00:15, 1.58it/s]\nCLIP Loss: 692.049\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.049\n\n 91%|######### | 227/250 [02:19<00:14, 1.64it/s]\nCLIP Loss: 690.261\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.261\n\n 91%|#########1| 228/250 [02:19<00:13, 1.68it/s]\nCLIP Loss: 691.737\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.737\n\n 92%|#########1| 229/250 [02:20<00:12, 1.71it/s]\nCLIP Loss: 690.717\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.717\n\n 92%|#########2| 230/250 [02:20<00:11, 1.73it/s]\nCLIP Loss: 693.583\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.583\n\n 92%|#########2| 231/250 [02:21<00:12, 1.57it/s]\nCLIP Loss: 691.846\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.846\n\n 93%|#########2| 232/250 [02:22<00:10, 1.64it/s]\nCLIP Loss: 694.302\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.302\n\n 93%|#########3| 233/250 [02:22<00:10, 1.68it/s]\nCLIP Loss: 693.377\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.377\n\n 94%|#########3| 234/250 [02:23<00:09, 1.71it/s]\nCLIP Loss: 692.511\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.511\n\n 94%|#########3| 235/250 [02:23<00:08, 1.74it/s]\nCLIP Loss: 696.233\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.233\n\n 94%|#########4| 236/250 [02:24<00:09, 1.53it/s]\nCLIP Loss: 695.543\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.543\n\n 95%|#########4| 237/250 [02:25<00:08, 1.61it/s]\nCLIP Loss: 700.195\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.195\n\n 95%|#########5| 238/250 [02:25<00:07, 1.65it/s]\nCLIP Loss: 699.946\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.946\n\n 96%|#########5| 239/250 [02:26<00:06, 1.69it/s]\nCLIP Loss: 698.699\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.699\n\n 96%|#########6| 240/250 [02:26<00:05, 1.73it/s]\nCLIP Loss: 699.566\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.566\n\n 96%|#########6| 241/250 [02:27<00:05, 1.59it/s]\nCLIP Loss: 698.641\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.641\n\n 97%|#########6| 242/250 [02:28<00:04, 1.64it/s]\nCLIP Loss: 700.850\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.850\n\n 97%|#########7| 243/250 [02:28<00:04, 1.68it/s]\nCLIP Loss: 698.795\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.795\n\n 98%|#########7| 244/250 [02:29<00:03, 1.71it/s]\nCLIP Loss: 697.789\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.789\n\n 98%|#########8| 245/250 [02:29<00:02, 1.72it/s]\nCLIP Loss: 698.487\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.487\n\n 98%|#########8| 246/250 [02:30<00:02, 1.57it/s]\nCLIP Loss: 696.225\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.225\n\n 99%|#########8| 247/250 [02:31<00:01, 1.63it/s]\nCLIP Loss: 692.782\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.782\n\n 99%|#########9| 248/250 [02:31<00:01, 1.68it/s]\nCLIP Loss: 690.710\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.710\n\n100%|#########9| 249/250 [02:32<00:00, 1.72it/s]\nCLIP Loss: 693.558\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.558\n\n100%|##########| 250/250 [02:33<00:00, 1.57it/s]\n\n100%|##########| 250/250 [02:33<00:00, 1.63it/s]", "metrics": { "total_time": 154.694303 }, "output": [ { "file": "https://replicate.delivery/mgxm/843b94a0-3b45-45df-a949-f889a4b5ac76/0000.png" }, { "file": "https://replicate.delivery/mgxm/3d2ba9e5-ca7b-4311-a2e9-f8ea08a72332/0005.png" }, { "file": "https://replicate.delivery/mgxm/e2f9dbd2-33f9-43ee-ad43-f4650440461e/0010.png" }, { "file": "https://replicate.delivery/mgxm/90f7f4c0-996e-4726-a382-bcbbb4145263/0015.png" }, { "file": "https://replicate.delivery/mgxm/2d59d787-4992-4aeb-ab0d-b2679468ec11/0020.png" }, { "file": "https://replicate.delivery/mgxm/3b0edd0a-0cf9-4be5-9dfb-50b687aa9197/0025.png" }, { "file": "https://replicate.delivery/mgxm/41edaf46-c91f-4d5b-95af-6f92fe3702a0/0030.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 848.969 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 848.969 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:41, 1.54it/s] CLIP Loss: 833.794 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 833.794 1%| | 2/250 [00:01<02:25, 1.70it/s] CLIP Loss: 827.113 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 827.113 1%|1 | 3/250 [00:01<02:21, 1.74it/s] CLIP Loss: 826.086 Range Loss: 0.001 TV Loss: 0.000 Total Loss: 826.087 2%|1 | 4/250 [00:02<02:19, 1.77it/s] CLIP Loss: 817.060 Range Loss: 0.001 TV Loss: 0.000 Total Loss: 817.061 2%|2 | 5/250 [00:02<02:17, 1.78it/s] CLIP Loss: 805.171 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 805.171 2%|2 | 6/250 [00:03<02:34, 1.58it/s] CLIP Loss: 802.250 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 802.250 3%|2 | 7/250 [00:04<02:26, 1.65it/s] CLIP Loss: 812.782 Range Loss: 0.001 TV Loss: 0.000 Total Loss: 812.783 3%|3 | 8/250 [00:04<02:25, 1.67it/s] CLIP Loss: 807.907 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 807.907 4%|3 | 9/250 [00:05<02:21, 1.71it/s] CLIP Loss: 797.297 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 797.298 4%|4 | 10/250 [00:05<02:18, 1.73it/s] CLIP Loss: 790.544 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 790.545 4%|4 | 11/250 [00:06<02:29, 1.60it/s] CLIP Loss: 789.355 Range Loss: 0.001 TV Loss: 0.000 Total Loss: 789.355 5%|4 | 12/250 [00:07<02:23, 1.66it/s] CLIP Loss: 790.894 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 790.894 5%|5 | 13/250 [00:07<02:20, 1.69it/s] CLIP Loss: 781.838 Range Loss: 0.001 TV Loss: 0.000 Total Loss: 781.839 6%|5 | 14/250 [00:08<02:17, 1.72it/s] CLIP Loss: 769.526 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 769.526 6%|6 | 15/250 [00:08<02:15, 1.74it/s] CLIP Loss: 769.859 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 769.859 6%|6 | 16/250 [00:09<02:31, 1.54it/s] CLIP Loss: 750.303 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 750.303 7%|6 | 17/250 [00:10<02:24, 1.61it/s] CLIP Loss: 739.291 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 739.291 7%|7 | 18/250 [00:10<02:19, 1.66it/s] CLIP Loss: 732.075 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 732.075 8%|7 | 19/250 [00:11<02:16, 1.69it/s] CLIP Loss: 727.790 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.790 8%|8 | 20/250 [00:11<02:13, 1.72it/s] CLIP Loss: 729.783 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 729.783 8%|8 | 21/250 [00:12<02:24, 1.58it/s] CLIP Loss: 741.020 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 741.020 9%|8 | 22/250 [00:13<02:18, 1.65it/s] CLIP Loss: 727.332 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.332 9%|9 | 23/250 [00:13<02:14, 1.68it/s] CLIP Loss: 718.287 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 718.287 10%|9 | 24/250 [00:14<02:11, 1.71it/s] CLIP Loss: 731.882 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 731.882 10%|# | 25/250 [00:14<02:09, 1.73it/s] CLIP Loss: 734.215 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 734.215 10%|# | 26/250 [00:15<02:22, 1.58it/s] CLIP Loss: 703.250 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.250 11%|# | 27/250 [00:16<02:15, 1.64it/s] CLIP Loss: 700.459 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.459 11%|#1 | 28/250 [00:16<02:12, 1.68it/s] CLIP Loss: 708.237 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.237 12%|#1 | 29/250 [00:17<02:09, 1.71it/s] CLIP Loss: 695.655 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.655 12%|#2 | 30/250 [00:17<02:07, 1.73it/s] CLIP Loss: 717.371 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 717.371 12%|#2 | 31/250 [00:18<02:18, 1.58it/s] CLIP Loss: 699.241 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.241 13%|#2 | 32/250 [00:19<02:14, 1.62it/s] CLIP Loss: 692.365 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.365 13%|#3 | 33/250 [00:19<02:10, 1.66it/s] CLIP Loss: 691.039 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.039 14%|#3 | 34/250 [00:20<02:07, 1.70it/s] CLIP Loss: 701.017 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.017 14%|#4 | 35/250 [00:20<02:06, 1.70it/s] CLIP Loss: 702.657 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.657 14%|#4 | 36/250 [00:21<02:19, 1.54it/s] CLIP Loss: 698.348 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.348 15%|#4 | 37/250 [00:22<02:12, 1.60it/s] CLIP Loss: 692.099 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.099 15%|#5 | 38/250 [00:22<02:09, 1.64it/s] CLIP Loss: 695.705 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.705 16%|#5 | 39/250 [00:23<02:06, 1.67it/s] CLIP Loss: 703.234 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.234 16%|#6 | 40/250 [00:24<02:03, 1.70it/s] CLIP Loss: 705.093 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.093 16%|#6 | 41/250 [00:24<02:15, 1.55it/s] CLIP Loss: 703.500 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.500 17%|#6 | 42/250 [00:25<02:08, 1.61it/s] CLIP Loss: 709.326 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.326 17%|#7 | 43/250 [00:25<02:05, 1.65it/s] CLIP Loss: 702.135 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.135 18%|#7 | 44/250 [00:26<02:02, 1.68it/s] CLIP Loss: 715.545 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.545 18%|#8 | 45/250 [00:27<02:00, 1.70it/s] CLIP Loss: 705.305 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.305 18%|#8 | 46/250 [00:27<02:11, 1.55it/s] CLIP Loss: 758.772 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 758.772 19%|#8 | 47/250 [00:28<02:06, 1.61it/s] CLIP Loss: 692.479 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.479 19%|#9 | 48/250 [00:28<02:02, 1.65it/s] CLIP Loss: 689.424 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.424 20%|#9 | 49/250 [00:29<01:59, 1.68it/s] CLIP Loss: 686.924 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.924 20%|## | 50/250 [00:30<01:58, 1.68it/s] CLIP Loss: 686.801 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.801 20%|## | 51/250 [00:30<02:09, 1.54it/s] CLIP Loss: 687.986 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.986 21%|## | 52/250 [00:31<02:03, 1.60it/s] CLIP Loss: 684.866 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.866 21%|##1 | 53/250 [00:32<02:00, 1.64it/s] CLIP Loss: 695.734 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.734 22%|##1 | 54/250 [00:32<01:57, 1.67it/s] CLIP Loss: 708.924 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.924 22%|##2 | 55/250 [00:33<01:55, 1.69it/s] CLIP Loss: 737.033 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 737.033 22%|##2 | 56/250 [00:34<02:06, 1.53it/s] CLIP Loss: 835.433 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 835.433 23%|##2 | 57/250 [00:34<02:00, 1.60it/s] CLIP Loss: 769.836 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 769.836 23%|##3 | 58/250 [00:35<01:57, 1.63it/s] CLIP Loss: 767.298 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 767.298 24%|##3 | 59/250 [00:35<01:54, 1.67it/s] CLIP Loss: 743.156 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 743.156 24%|##4 | 60/250 [00:36<01:52, 1.68it/s] CLIP Loss: 751.827 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 751.827 24%|##4 | 61/250 [00:37<02:07, 1.49it/s] CLIP Loss: 753.740 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 753.740 25%|##4 | 62/250 [00:37<02:00, 1.56it/s] CLIP Loss: 727.028 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.028 25%|##5 | 63/250 [00:38<01:56, 1.61it/s] CLIP Loss: 709.657 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.657 26%|##5 | 64/250 [00:38<01:53, 1.64it/s] CLIP Loss: 702.943 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.943 26%|##6 | 65/250 [00:39<01:50, 1.67it/s] CLIP Loss: 705.864 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.864 26%|##6 | 66/250 [00:40<02:03, 1.49it/s] CLIP Loss: 730.972 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 730.972 27%|##6 | 67/250 [00:40<01:56, 1.57it/s] CLIP Loss: 714.448 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 714.448 27%|##7 | 68/250 [00:41<01:52, 1.62it/s] CLIP Loss: 708.081 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.081 28%|##7 | 69/250 [00:42<01:49, 1.66it/s] CLIP Loss: 705.152 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.152 28%|##8 | 70/250 [00:42<01:46, 1.69it/s] CLIP Loss: 704.118 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.118 28%|##8 | 71/250 [00:43<02:00, 1.48it/s] CLIP Loss: 703.156 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.156 29%|##8 | 72/250 [00:43<01:54, 1.56it/s] CLIP Loss: 729.441 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 729.441 29%|##9 | 73/250 [00:44<01:49, 1.61it/s] CLIP Loss: 738.945 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 738.945 30%|##9 | 74/250 [00:45<01:46, 1.65it/s] CLIP Loss: 712.157 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.157 30%|### | 75/250 [00:45<01:44, 1.68it/s] CLIP Loss: 709.090 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.090 30%|### | 76/250 [00:46<01:56, 1.50it/s] CLIP Loss: 707.959 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 707.959 31%|### | 77/250 [00:47<01:49, 1.58it/s] CLIP Loss: 704.453 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.453 31%|###1 | 78/250 [00:47<01:46, 1.62it/s] CLIP Loss: 706.260 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.260 32%|###1 | 79/250 [00:48<01:43, 1.65it/s] CLIP Loss: 705.844 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.844 32%|###2 | 80/250 [00:48<01:40, 1.69it/s] CLIP Loss: 703.894 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.894 32%|###2 | 81/250 [00:49<01:53, 1.49it/s] CLIP Loss: 707.548 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 707.548 33%|###2 | 82/250 [00:50<01:47, 1.57it/s] CLIP Loss: 709.217 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.217 33%|###3 | 83/250 [00:50<01:43, 1.62it/s] CLIP Loss: 703.338 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.338 34%|###3 | 84/250 [00:51<01:40, 1.65it/s] CLIP Loss: 695.656 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.656 34%|###4 | 85/250 [00:51<01:38, 1.68it/s] CLIP Loss: 691.551 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.551 34%|###4 | 86/250 [00:52<01:50, 1.48it/s] CLIP Loss: 693.532 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.532 35%|###4 | 87/250 [00:53<01:44, 1.57it/s] CLIP Loss: 697.089 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.089 35%|###5 | 88/250 [00:53<01:40, 1.61it/s] CLIP Loss: 685.843 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.843 36%|###5 | 89/250 [00:54<01:37, 1.66it/s] CLIP Loss: 688.342 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.342 36%|###6 | 90/250 [00:55<01:35, 1.68it/s] CLIP Loss: 682.236 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 682.236 36%|###6 | 91/250 [00:55<01:46, 1.50it/s] CLIP Loss: 682.765 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 682.765 37%|###6 | 92/250 [00:56<01:40, 1.57it/s] CLIP Loss: 683.607 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.607 37%|###7 | 93/250 [00:57<01:36, 1.63it/s] CLIP Loss: 685.153 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.153 38%|###7 | 94/250 [00:57<01:33, 1.67it/s] CLIP Loss: 684.867 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.867 38%|###8 | 95/250 [00:58<01:31, 1.70it/s] CLIP Loss: 681.357 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 681.357 38%|###8 | 96/250 [00:59<01:43, 1.49it/s] CLIP Loss: 678.660 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 678.660 39%|###8 | 97/250 [00:59<01:38, 1.56it/s] CLIP Loss: 678.194 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 678.194 39%|###9 | 98/250 [01:00<01:34, 1.62it/s] CLIP Loss: 676.619 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 676.619 40%|###9 | 99/250 [01:00<01:31, 1.66it/s] CLIP Loss: 675.320 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 675.320 40%|#### | 100/250 [01:01<01:29, 1.68it/s] CLIP Loss: 681.815 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 681.815 40%|#### | 101/250 [01:02<01:40, 1.48it/s] CLIP Loss: 678.669 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 678.669 41%|#### | 102/250 [01:02<01:34, 1.56it/s] CLIP Loss: 680.631 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 680.631 41%|####1 | 103/250 [01:03<01:30, 1.62it/s] CLIP Loss: 680.549 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 680.549 42%|####1 | 104/250 [01:03<01:27, 1.67it/s] CLIP Loss: 675.587 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 675.587 42%|####2 | 105/250 [01:04<01:25, 1.69it/s] CLIP Loss: 682.733 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 682.733 42%|####2 | 106/250 [01:05<01:36, 1.49it/s] CLIP Loss: 683.428 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.428 43%|####2 | 107/250 [01:05<01:30, 1.58it/s] CLIP Loss: 686.245 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.245 43%|####3 | 108/250 [01:06<01:27, 1.63it/s] CLIP Loss: 684.970 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.970 44%|####3 | 109/250 [01:06<01:24, 1.67it/s] CLIP Loss: 685.999 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.999 44%|####4 | 110/250 [01:07<01:22, 1.70it/s] CLIP Loss: 688.117 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.117 44%|####4 | 111/250 [01:08<01:34, 1.48it/s] CLIP Loss: 691.590 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.590 45%|####4 | 112/250 [01:08<01:28, 1.56it/s] CLIP Loss: 689.347 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.347 45%|####5 | 113/250 [01:09<01:25, 1.61it/s] CLIP Loss: 691.288 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.288 46%|####5 | 114/250 [01:10<01:21, 1.66it/s] CLIP Loss: 694.570 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.570 46%|####6 | 115/250 [01:10<01:19, 1.69it/s] CLIP Loss: 690.177 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.177 46%|####6 | 116/250 [01:11<01:29, 1.49it/s] CLIP Loss: 690.007 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.007 47%|####6 | 117/250 [01:12<01:24, 1.58it/s] CLIP Loss: 689.832 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.832 47%|####7 | 118/250 [01:12<01:21, 1.63it/s] CLIP Loss: 685.163 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.163 48%|####7 | 119/250 [01:13<01:18, 1.67it/s] CLIP Loss: 687.668 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.668 48%|####8 | 120/250 [01:13<01:16, 1.70it/s] CLIP Loss: 687.016 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.016 48%|####8 | 121/250 [01:14<01:27, 1.48it/s] CLIP Loss: 686.416 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.416 49%|####8 | 122/250 [01:15<01:21, 1.56it/s] CLIP Loss: 686.799 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.799 49%|####9 | 123/250 [01:15<01:18, 1.62it/s] CLIP Loss: 685.502 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.502 50%|####9 | 124/250 [01:16<01:15, 1.66it/s] CLIP Loss: 686.440 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.440 50%|##### | 125/250 [01:16<01:13, 1.70it/s] CLIP Loss: 684.612 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.612 50%|##### | 126/250 [01:17<01:22, 1.50it/s] CLIP Loss: 687.222 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.222 51%|##### | 127/250 [01:18<01:17, 1.58it/s] CLIP Loss: 685.990 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.990 51%|#####1 | 128/250 [01:18<01:14, 1.63it/s] CLIP Loss: 687.231 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.231 52%|#####1 | 129/250 [01:19<01:12, 1.68it/s] CLIP Loss: 688.792 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.792 52%|#####2 | 130/250 [01:19<01:10, 1.70it/s] CLIP Loss: 688.593 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.593 52%|#####2 | 131/250 [01:20<01:19, 1.51it/s] CLIP Loss: 689.087 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.087 53%|#####2 | 132/250 [01:21<01:14, 1.58it/s] CLIP Loss: 690.135 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.135 53%|#####3 | 133/250 [01:21<01:11, 1.63it/s] CLIP Loss: 692.111 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.111 54%|#####3 | 134/250 [01:22<01:09, 1.67it/s] CLIP Loss: 696.632 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.632 54%|#####4 | 135/250 [01:23<01:07, 1.70it/s] CLIP Loss: 697.111 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.111 54%|#####4 | 136/250 [01:23<01:15, 1.52it/s] CLIP Loss: 693.727 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.727 55%|#####4 | 137/250 [01:24<01:11, 1.59it/s] CLIP Loss: 690.411 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.411 55%|#####5 | 138/250 [01:25<01:08, 1.64it/s] CLIP Loss: 689.953 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.953 56%|#####5 | 139/250 [01:25<01:05, 1.69it/s] CLIP Loss: 695.031 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.031 56%|#####6 | 140/250 [01:26<01:04, 1.71it/s] CLIP Loss: 692.546 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.546 56%|#####6 | 141/250 [01:26<01:11, 1.52it/s] CLIP Loss: 694.219 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.219 57%|#####6 | 142/250 [01:27<01:07, 1.60it/s] CLIP Loss: 694.676 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.676 57%|#####7 | 143/250 [01:28<01:05, 1.64it/s] CLIP Loss: 690.026 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.026 58%|#####7 | 144/250 [01:28<01:03, 1.68it/s] CLIP Loss: 691.746 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.746 58%|#####8 | 145/250 [01:29<01:01, 1.71it/s] CLIP Loss: 689.268 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.268 58%|#####8 | 146/250 [01:30<01:08, 1.52it/s] CLIP Loss: 688.739 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.739 59%|#####8 | 147/250 [01:30<01:04, 1.60it/s] CLIP Loss: 690.947 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.947 59%|#####9 | 148/250 [01:31<01:01, 1.65it/s] CLIP Loss: 689.990 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.990 60%|#####9 | 149/250 [01:31<00:59, 1.69it/s] CLIP Loss: 689.491 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.491 60%|###### | 150/250 [01:32<00:58, 1.71it/s] CLIP Loss: 692.054 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.054 60%|###### | 151/250 [01:33<01:04, 1.52it/s] CLIP Loss: 691.851 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.851 61%|###### | 152/250 [01:33<01:01, 1.60it/s] CLIP Loss: 696.728 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.728 61%|######1 | 153/250 [01:34<00:58, 1.65it/s] CLIP Loss: 695.285 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.285 62%|######1 | 154/250 [01:34<00:56, 1.69it/s] CLIP Loss: 692.816 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.816 62%|######2 | 155/250 [01:35<00:55, 1.72it/s] CLIP Loss: 693.779 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.779 62%|######2 | 156/250 [01:36<01:00, 1.54it/s] CLIP Loss: 692.303 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.303 63%|######2 | 157/250 [01:36<00:57, 1.62it/s] CLIP Loss: 694.659 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.659 63%|######3 | 158/250 [01:37<00:55, 1.65it/s] CLIP Loss: 692.015 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.015 64%|######3 | 159/250 [01:37<00:53, 1.69it/s] CLIP Loss: 697.647 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.647 64%|######4 | 160/250 [01:38<00:52, 1.71it/s] CLIP Loss: 691.529 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.529 64%|######4 | 161/250 [01:39<00:57, 1.55it/s] CLIP Loss: 693.430 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.430 65%|######4 | 162/250 [01:39<00:54, 1.62it/s] CLIP Loss: 693.704 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.704 65%|######5 | 163/250 [01:40<00:52, 1.66it/s] CLIP Loss: 690.339 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.339 66%|######5 | 164/250 [01:40<00:50, 1.70it/s] CLIP Loss: 689.823 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.823 66%|######6 | 165/250 [01:41<00:49, 1.73it/s] CLIP Loss: 686.144 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.144 66%|######6 | 166/250 [01:42<00:54, 1.56it/s] CLIP Loss: 690.612 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.612 67%|######6 | 167/250 [01:42<00:51, 1.63it/s] CLIP Loss: 689.650 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.650 67%|######7 | 168/250 [01:43<00:49, 1.67it/s] CLIP Loss: 691.672 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.672 68%|######7 | 169/250 [01:43<00:47, 1.71it/s] CLIP Loss: 686.116 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.116 68%|######8 | 170/250 [01:44<00:46, 1.72it/s] CLIP Loss: 688.320 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.320 68%|######8 | 171/250 [01:45<00:51, 1.55it/s] CLIP Loss: 692.010 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.010 69%|######8 | 172/250 [01:45<00:48, 1.62it/s] CLIP Loss: 694.443 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.443 69%|######9 | 173/250 [01:46<00:46, 1.66it/s] CLIP Loss: 690.566 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.566 70%|######9 | 174/250 [01:46<00:44, 1.70it/s] CLIP Loss: 695.290 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.290 70%|####### | 175/250 [01:47<00:43, 1.72it/s] CLIP Loss: 694.186 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.186 70%|####### | 176/250 [01:48<00:47, 1.56it/s] CLIP Loss: 693.654 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.654 71%|####### | 177/250 [01:48<00:44, 1.62it/s] CLIP Loss: 693.110 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.110 71%|#######1 | 178/250 [01:49<00:43, 1.67it/s] CLIP Loss: 688.874 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.874 72%|#######1 | 179/250 [01:49<00:41, 1.70it/s] CLIP Loss: 694.998 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.998 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s] CLIP Loss: 695.251 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.251 72%|#######2 | 181/250 [01:51<00:44, 1.54it/s] CLIP Loss: 693.713 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.713 73%|#######2 | 182/250 [01:51<00:42, 1.61it/s] CLIP Loss: 698.409 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.409 73%|#######3 | 183/250 [01:52<00:40, 1.66it/s] CLIP Loss: 693.615 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.615 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s] CLIP Loss: 691.306 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.306 74%|#######4 | 185/250 [01:53<00:37, 1.72it/s] CLIP Loss: 695.084 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.084 74%|#######4 | 186/250 [01:54<00:41, 1.54it/s] CLIP Loss: 693.907 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.907 75%|#######4 | 187/250 [01:54<00:39, 1.61it/s] CLIP Loss: 692.506 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.506 75%|#######5 | 188/250 [01:55<00:37, 1.65it/s] CLIP Loss: 691.602 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.602 76%|#######5 | 189/250 [01:56<00:36, 1.69it/s] CLIP Loss: 696.091 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.091 76%|#######6 | 190/250 [01:56<00:34, 1.72it/s] CLIP Loss: 692.601 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.601 76%|#######6 | 191/250 [01:57<00:38, 1.55it/s] CLIP Loss: 692.879 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.879 77%|#######6 | 192/250 [01:57<00:35, 1.62it/s] CLIP Loss: 693.514 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.514 77%|#######7 | 193/250 [01:58<00:34, 1.66it/s] CLIP Loss: 692.080 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.080 78%|#######7 | 194/250 [01:59<00:32, 1.70it/s] CLIP Loss: 694.192 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.192 78%|#######8 | 195/250 [01:59<00:31, 1.72it/s] CLIP Loss: 692.332 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.332 78%|#######8 | 196/250 [02:00<00:34, 1.56it/s] CLIP Loss: 693.632 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.632 79%|#######8 | 197/250 [02:00<00:32, 1.62it/s] CLIP Loss: 696.842 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.842 79%|#######9 | 198/250 [02:01<00:31, 1.67it/s] CLIP Loss: 689.112 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.112 80%|#######9 | 199/250 [02:02<00:30, 1.69it/s] CLIP Loss: 691.109 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.109 80%|######## | 200/250 [02:02<00:29, 1.72it/s] CLIP Loss: 691.279 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.279 80%|######## | 201/250 [02:03<00:31, 1.54it/s] CLIP Loss: 693.243 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.243 81%|######## | 202/250 [02:04<00:29, 1.61it/s] CLIP Loss: 694.935 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.935 81%|########1 | 203/250 [02:04<00:28, 1.66it/s] CLIP Loss: 692.365 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.365 82%|########1 | 204/250 [02:05<00:27, 1.70it/s] CLIP Loss: 689.851 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.851 82%|########2 | 205/250 [02:05<00:26, 1.72it/s] CLIP Loss: 690.859 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.859 82%|########2 | 206/250 [02:06<00:28, 1.56it/s] CLIP Loss: 690.990 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.990 83%|########2 | 207/250 [02:07<00:26, 1.63it/s] CLIP Loss: 687.782 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.782 83%|########3 | 208/250 [02:07<00:25, 1.67it/s] CLIP Loss: 690.348 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.348 84%|########3 | 209/250 [02:08<00:24, 1.70it/s] CLIP Loss: 693.652 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.652 84%|########4 | 210/250 [02:08<00:23, 1.72it/s] CLIP Loss: 694.086 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.086 84%|########4 | 211/250 [02:09<00:24, 1.57it/s] CLIP Loss: 694.189 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.189 85%|########4 | 212/250 [02:10<00:23, 1.63it/s] CLIP Loss: 691.703 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.703 85%|########5 | 213/250 [02:10<00:22, 1.67it/s] CLIP Loss: 693.133 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.133 86%|########5 | 214/250 [02:11<00:21, 1.70it/s] CLIP Loss: 692.600 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.600 86%|########6 | 215/250 [02:11<00:20, 1.72it/s] CLIP Loss: 693.750 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.750 86%|########6 | 216/250 [02:12<00:22, 1.54it/s] CLIP Loss: 690.423 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.423 87%|########6 | 217/250 [02:13<00:20, 1.61it/s] CLIP Loss: 691.798 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.798 87%|########7 | 218/250 [02:13<00:19, 1.65it/s] CLIP Loss: 690.717 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.717 88%|########7 | 219/250 [02:14<00:18, 1.68it/s] CLIP Loss: 692.103 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.103 88%|########8 | 220/250 [02:14<00:17, 1.70it/s] CLIP Loss: 692.570 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.570 88%|########8 | 221/250 [02:15<00:18, 1.56it/s] CLIP Loss: 691.472 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.472 89%|########8 | 222/250 [02:16<00:17, 1.62it/s] CLIP Loss: 694.701 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.701 89%|########9 | 223/250 [02:16<00:16, 1.67it/s] CLIP Loss: 692.656 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.656 90%|########9 | 224/250 [02:17<00:15, 1.70it/s] CLIP Loss: 693.599 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.599 90%|######### | 225/250 [02:17<00:14, 1.72it/s] CLIP Loss: 696.012 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.012 90%|######### | 226/250 [02:18<00:15, 1.58it/s] CLIP Loss: 692.049 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.049 91%|######### | 227/250 [02:19<00:14, 1.64it/s] CLIP Loss: 690.261 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.261 91%|#########1| 228/250 [02:19<00:13, 1.68it/s] CLIP Loss: 691.737 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.737 92%|#########1| 229/250 [02:20<00:12, 1.71it/s] CLIP Loss: 690.717 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.717 92%|#########2| 230/250 [02:20<00:11, 1.73it/s] CLIP Loss: 693.583 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.583 92%|#########2| 231/250 [02:21<00:12, 1.57it/s] CLIP Loss: 691.846 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.846 93%|#########2| 232/250 [02:22<00:10, 1.64it/s] CLIP Loss: 694.302 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.302 93%|#########3| 233/250 [02:22<00:10, 1.68it/s] CLIP Loss: 693.377 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.377 94%|#########3| 234/250 [02:23<00:09, 1.71it/s] CLIP Loss: 692.511 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.511 94%|#########3| 235/250 [02:23<00:08, 1.74it/s] CLIP Loss: 696.233 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.233 94%|#########4| 236/250 [02:24<00:09, 1.53it/s] CLIP Loss: 695.543 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.543 95%|#########4| 237/250 [02:25<00:08, 1.61it/s] CLIP Loss: 700.195 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.195 95%|#########5| 238/250 [02:25<00:07, 1.65it/s] CLIP Loss: 699.946 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.946 96%|#########5| 239/250 [02:26<00:06, 1.69it/s] CLIP Loss: 698.699 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.699 96%|#########6| 240/250 [02:26<00:05, 1.73it/s] CLIP Loss: 699.566 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.566 96%|#########6| 241/250 [02:27<00:05, 1.59it/s] CLIP Loss: 698.641 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.641 97%|#########6| 242/250 [02:28<00:04, 1.64it/s] CLIP Loss: 700.850 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.850 97%|#########7| 243/250 [02:28<00:04, 1.68it/s] CLIP Loss: 698.795 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.795 98%|#########7| 244/250 [02:29<00:03, 1.71it/s] CLIP Loss: 697.789 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.789 98%|#########8| 245/250 [02:29<00:02, 1.72it/s] CLIP Loss: 698.487 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.487 98%|#########8| 246/250 [02:30<00:02, 1.57it/s] CLIP Loss: 696.225 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.225 99%|#########8| 247/250 [02:31<00:01, 1.63it/s] CLIP Loss: 692.782 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.782 99%|#########9| 248/250 [02:31<00:01, 1.68it/s] CLIP Loss: 690.710 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.710 100%|#########9| 249/250 [02:32<00:00, 1.72it/s] CLIP Loss: 693.558 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.558 100%|##########| 250/250 [02:33<00:00, 1.57it/s] 100%|##########| 250/250 [02:33<00:00, 1.63it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDwvkr5b7clzejpa5x6qbos2rnamStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- an image of a ball floating in the ocean
- respace
- 250
- tv_scale
- 0
- sat_scale
- 8
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- 900
{ "seed": "0", "prompt": "an image of a ball floating in the ocean", "respace": "250", "tv_scale": 0, "sat_scale": 8, "range_scale": 50, "use_magnitude": true, "use_augmentations": true, "clip_guidance_scale": 900 }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "an image of a ball floating in the ocean", respace: "250", tv_scale: 0, sat_scale: 8, range_scale: 50, use_magnitude: true, use_augmentations: true, clip_guidance_scale: 900 } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "an image of a ball floating in the ocean", "respace": "250", "tv_scale": 0, "sat_scale": 8, "range_scale": 50, "use_magnitude": True, "use_augmentations": True, "clip_guidance_scale": 900 } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "an image of a ball floating in the ocean", "respace": "250", "tv_scale": 0, "sat_scale": 8, "range_scale": 50, "use_magnitude": true, "use_augmentations": true, "clip_guidance_scale": 900 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="an image of a ball floating in the ocean"' \ -i 'respace="250"' \ -i 'tv_scale=0' \ -i 'sat_scale=8' \ -i 'range_scale=50' \ -i 'use_magnitude=true' \ -i 'use_augmentations=true' \ -i 'clip_guidance_scale=900'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "an image of a ball floating in the ocean", "respace": "250", "tv_scale": 0, "sat_scale": 8, "range_scale": 50, "use_magnitude": true, "use_augmentations": true, "clip_guidance_scale": 900 } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T06:07:00.944370Z", "created_at": "2021-10-15T06:04:11.763378Z", "data_removed": false, "error": null, "id": "wvkr5b7clzejpa5x6qbos2rnam", "input": { "seed": "0", "prompt": "an image of a ball floating in the ocean", "respace": "250", "tv_scale": 0, "sat_scale": 8, "range_scale": 50, "use_magnitude": true, "use_augmentations": true, "clip_guidance_scale": 900 }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\nAugmentations enabled.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 788.726\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 788.726\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:45, 1.50it/s]\nCLIP Loss: 786.007\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 786.008\n\n 1%| | 2/250 [00:01<02:32, 1.63it/s]\nCLIP Loss: 777.724\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 777.724\n\n 1%|1 | 3/250 [00:01<02:28, 1.66it/s]\nCLIP Loss: 777.908\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 777.908\n\n 2%|1 | 4/250 [00:02<02:28, 1.66it/s]\nCLIP Loss: 766.475\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 766.475\n\n 2%|2 | 5/250 [00:03<02:26, 1.67it/s]\nCLIP Loss: 766.492\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 766.492\n\n 2%|2 | 6/250 [00:03<02:39, 1.53it/s]\nCLIP Loss: 757.309\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 757.309\n\n 3%|2 | 7/250 [00:04<02:33, 1.58it/s]\nCLIP Loss: 758.313\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 758.313\n\n 3%|3 | 8/250 [00:04<02:29, 1.62it/s]\nCLIP Loss: 748.436\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 748.436\n\n 4%|3 | 9/250 [00:05<02:27, 1.64it/s]\nCLIP Loss: 731.345\tRange Loss: 0.001\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 731.347\n\n 4%|4 | 10/250 [00:06<02:25, 1.65it/s]\nCLIP Loss: 734.525\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 734.525\n\n 4%|4 | 11/250 [00:06<02:38, 1.51it/s]\nCLIP Loss: 739.901\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 739.901\n\n 5%|4 | 12/250 [00:07<02:34, 1.54it/s]\nCLIP Loss: 734.952\tRange Loss: 0.001\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 734.953\n\n 5%|5 | 13/250 [00:08<02:30, 1.57it/s]\nCLIP Loss: 735.842\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 735.843\n\n 6%|5 | 14/250 [00:08<02:27, 1.60it/s]\nCLIP Loss: 731.404\tRange Loss: 0.001\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 731.406\n\n 6%|6 | 15/250 [00:09<02:25, 1.62it/s]\nCLIP Loss: 727.459\tRange Loss: 0.001\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 727.460\n\n 6%|6 | 16/250 [00:10<02:35, 1.50it/s]\nCLIP Loss: 725.144\tRange Loss: 0.001\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 725.147\n\n 7%|6 | 17/250 [00:10<02:29, 1.56it/s]\nCLIP Loss: 729.206\tRange Loss: 0.002\tTV Loss: 0.000\tSaturation Loss: 0.002\tTotal Loss: 729.210\n\n 7%|7 | 18/250 [00:11<02:25, 1.59it/s]\nCLIP Loss: 723.075\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 723.075\n\n 8%|7 | 19/250 [00:11<02:23, 1.61it/s]\nCLIP Loss: 726.174\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 726.174\n\n 8%|8 | 20/250 [00:12<02:20, 1.64it/s]\nCLIP Loss: 722.453\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 722.454\n\n 8%|8 | 21/250 [00:13<02:33, 1.50it/s]\nCLIP Loss: 723.933\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 723.933\n\n 9%|8 | 22/250 [00:13<02:27, 1.54it/s]\nCLIP Loss: 723.394\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 723.394\n\n 9%|9 | 23/250 [00:14<02:24, 1.57it/s]\nCLIP Loss: 721.955\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 721.955\n\n 10%|9 | 24/250 [00:15<02:20, 1.61it/s]\nCLIP Loss: 721.204\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 721.204\n\n 10%|# | 25/250 [00:15<02:20, 1.60it/s]\nCLIP Loss: 719.058\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 719.058\n\n 10%|# | 26/250 [00:16<02:36, 1.43it/s]\nCLIP Loss: 724.816\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 724.816\n\n 11%|# | 27/250 [00:17<02:28, 1.50it/s]\nCLIP Loss: 725.105\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 725.105\n\n 11%|#1 | 28/250 [00:17<02:23, 1.55it/s]\nCLIP Loss: 730.653\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 730.653\n\n 12%|#1 | 29/250 [00:18<02:20, 1.57it/s]\nCLIP Loss: 728.103\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 728.103\n\n 12%|#2 | 30/250 [00:19<02:18, 1.59it/s]\nCLIP Loss: 726.539\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 726.539\n\n 12%|#2 | 31/250 [00:19<02:32, 1.44it/s]\nCLIP Loss: 718.693\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 718.693\n\n 13%|#2 | 32/250 [00:20<02:24, 1.51it/s]\nCLIP Loss: 728.837\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 728.837\n\n 13%|#3 | 33/250 [00:21<02:19, 1.55it/s]\nCLIP Loss: 728.894\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 728.894\n\n 14%|#3 | 34/250 [00:21<02:16, 1.58it/s]\nCLIP Loss: 730.855\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 730.855\n\n 14%|#4 | 35/250 [00:22<02:14, 1.59it/s]\nCLIP Loss: 727.269\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 727.269\n\n 14%|#4 | 36/250 [00:23<02:25, 1.47it/s]\nCLIP Loss: 725.108\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 725.109\n\n 15%|#4 | 37/250 [00:23<02:20, 1.52it/s]\nCLIP Loss: 723.696\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 723.696\n\n 15%|#5 | 38/250 [00:24<02:16, 1.55it/s]\nCLIP Loss: 733.708\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 733.708\n\n 16%|#5 | 39/250 [00:24<02:13, 1.58it/s]\nCLIP Loss: 730.802\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 730.802\n\n 16%|#6 | 40/250 [00:25<02:11, 1.59it/s]\nCLIP Loss: 727.282\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 727.282\n\n 16%|#6 | 41/250 [00:26<02:24, 1.45it/s]\nCLIP Loss: 724.848\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 724.848\n\n 17%|#6 | 42/250 [00:26<02:17, 1.51it/s]\nCLIP Loss: 732.020\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 732.020\n\n 17%|#7 | 43/250 [00:27<02:14, 1.54it/s]\nCLIP Loss: 729.107\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 729.107\n\n 18%|#7 | 44/250 [00:28<02:11, 1.57it/s]\nCLIP Loss: 729.205\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 729.205\n\n 18%|#8 | 45/250 [00:28<02:08, 1.59it/s]\nCLIP Loss: 730.218\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 730.218\n\n 18%|#8 | 46/250 [00:29<02:23, 1.42it/s]\nCLIP Loss: 727.011\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 727.011\n\n 19%|#8 | 47/250 [00:30<02:16, 1.48it/s]\nCLIP Loss: 732.493\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 732.493\n\n 19%|#9 | 48/250 [00:30<02:11, 1.53it/s]\nCLIP Loss: 731.799\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 731.799\n\n 20%|#9 | 49/250 [00:31<02:08, 1.56it/s]\nCLIP Loss: 728.628\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 728.628\n\n 20%|## | 50/250 [00:32<02:06, 1.58it/s]\nCLIP Loss: 722.836\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 722.836\n\n 20%|## | 51/250 [00:33<02:20, 1.42it/s]\nCLIP Loss: 728.334\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 728.334\n\n 21%|## | 52/250 [00:33<02:13, 1.48it/s]\nCLIP Loss: 756.365\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 756.365\n\n 21%|##1 | 53/250 [00:34<02:08, 1.53it/s]\nCLIP Loss: 734.320\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 734.320\n\n 22%|##1 | 54/250 [00:34<02:05, 1.57it/s]\nCLIP Loss: 772.924\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 772.924\n\n 22%|##2 | 55/250 [00:35<02:03, 1.58it/s]\nCLIP Loss: 726.715\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 726.715\n\n 22%|##2 | 56/250 [00:36<02:19, 1.39it/s]\nCLIP Loss: 729.634\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 729.634\n\n 23%|##2 | 57/250 [00:36<02:11, 1.47it/s]\nCLIP Loss: 732.928\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 732.928\n\n 23%|##3 | 58/250 [00:37<02:06, 1.51it/s]\nCLIP Loss: 733.689\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 733.689\n\n 24%|##3 | 59/250 [00:38<02:03, 1.55it/s]\nCLIP Loss: 729.157\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 729.157\n\n 24%|##4 | 60/250 [00:38<01:59, 1.59it/s]\nCLIP Loss: 731.353\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 731.353\n\n 24%|##4 | 61/250 [00:39<02:11, 1.44it/s]\nCLIP Loss: 728.756\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 728.756\n\n 25%|##4 | 62/250 [00:40<02:05, 1.50it/s]\nCLIP Loss: 730.828\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 730.828\n\n 25%|##5 | 63/250 [00:40<02:01, 1.54it/s]\nCLIP Loss: 732.900\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 732.900\n\n 26%|##5 | 64/250 [00:41<01:58, 1.58it/s]\nCLIP Loss: 729.507\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 729.507\n\n 26%|##6 | 65/250 [00:42<01:55, 1.61it/s]\nCLIP Loss: 725.843\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 725.843\n\n 26%|##6 | 66/250 [00:42<02:09, 1.42it/s]\nCLIP Loss: 741.122\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 741.122\n\n 27%|##6 | 67/250 [00:43<02:02, 1.49it/s]\nCLIP Loss: 732.136\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 732.136\n\n 27%|##7 | 68/250 [00:44<01:57, 1.55it/s]\nCLIP Loss: 730.569\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 730.569\n\n 28%|##7 | 69/250 [00:44<01:54, 1.58it/s]\nCLIP Loss: 733.920\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 733.920\n\n 28%|##8 | 70/250 [00:45<01:51, 1.61it/s]\nCLIP Loss: 730.505\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 730.505\n\n 28%|##8 | 71/250 [00:46<02:06, 1.42it/s]\nCLIP Loss: 731.012\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 731.012\n\n 29%|##8 | 72/250 [00:46<01:59, 1.49it/s]\nCLIP Loss: 733.553\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 733.553\n\n 29%|##9 | 73/250 [00:47<01:54, 1.54it/s]\nCLIP Loss: 730.942\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 730.942\n\n 30%|##9 | 74/250 [00:47<01:52, 1.56it/s]\nCLIP Loss: 728.649\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 728.649\n\n 30%|### | 75/250 [00:48<01:49, 1.60it/s]\nCLIP Loss: 721.656\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 721.656\n\n 30%|### | 76/250 [00:49<02:02, 1.42it/s]\nCLIP Loss: 724.318\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 724.318\n\n 31%|### | 77/250 [00:50<01:56, 1.49it/s]\nCLIP Loss: 733.342\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 733.342\n\n 31%|###1 | 78/250 [00:50<01:51, 1.54it/s]\nCLIP Loss: 720.733\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 720.733\n\n 32%|###1 | 79/250 [00:51<01:48, 1.58it/s]\nCLIP Loss: 727.749\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 727.749\n\n 32%|###2 | 80/250 [00:51<01:45, 1.61it/s]\nCLIP Loss: 722.890\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 722.890\n\n 32%|###2 | 81/250 [00:52<01:59, 1.42it/s]\nCLIP Loss: 720.229\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 720.229\n\n 33%|###2 | 82/250 [00:53<01:52, 1.49it/s]\nCLIP Loss: 714.173\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 714.173\n\n 33%|###3 | 83/250 [00:53<01:47, 1.55it/s]\nCLIP Loss: 713.113\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 713.113\n\n 34%|###3 | 84/250 [00:54<01:44, 1.58it/s]\nCLIP Loss: 718.712\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 718.712\n\n 34%|###4 | 85/250 [00:55<01:42, 1.61it/s]\nCLIP Loss: 722.372\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 722.372\n\n 34%|###4 | 86/250 [00:56<01:57, 1.40it/s]\nCLIP Loss: 726.182\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 726.182\n\n 35%|###4 | 87/250 [00:56<01:50, 1.48it/s]\nCLIP Loss: 717.510\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 717.510\n\n 35%|###5 | 88/250 [00:57<01:45, 1.54it/s]\nCLIP Loss: 722.173\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 722.173\n\n 36%|###5 | 89/250 [00:57<01:41, 1.58it/s]\nCLIP Loss: 722.870\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 722.870\n\n 36%|###6 | 90/250 [00:58<01:39, 1.61it/s]\nCLIP Loss: 719.065\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 719.065\n\n 36%|###6 | 91/250 [00:59<01:52, 1.42it/s]\nCLIP Loss: 718.713\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 718.713\n\n 37%|###6 | 92/250 [00:59<01:45, 1.50it/s]\nCLIP Loss: 719.396\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 719.396\n\n 37%|###7 | 93/250 [01:00<01:41, 1.55it/s]\nCLIP Loss: 719.718\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 719.718\n\n 38%|###7 | 94/250 [01:01<01:38, 1.59it/s]\nCLIP Loss: 714.043\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 714.043\n\n 38%|###8 | 95/250 [01:01<01:35, 1.62it/s]\nCLIP Loss: 707.589\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 707.589\n\n 38%|###8 | 96/250 [01:02<01:47, 1.44it/s]\nCLIP Loss: 723.719\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 723.719\n\n 39%|###8 | 97/250 [01:03<01:41, 1.51it/s]\nCLIP Loss: 705.818\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 705.818\n\n 39%|###9 | 98/250 [01:03<01:37, 1.56it/s]\nCLIP Loss: 702.863\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 702.863\n\n 40%|###9 | 99/250 [01:04<01:35, 1.58it/s]\nCLIP Loss: 702.265\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 702.265\n\n 40%|#### | 100/250 [01:04<01:32, 1.62it/s]\nCLIP Loss: 681.255\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 681.255\n\n 40%|#### | 101/250 [01:05<01:44, 1.43it/s]\nCLIP Loss: 682.338\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 682.338\n\n 41%|#### | 102/250 [01:06<01:38, 1.50it/s]\nCLIP Loss: 677.334\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 677.334\n\n 41%|####1 | 103/250 [01:07<01:34, 1.55it/s]\nCLIP Loss: 697.040\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 697.040\n\n 42%|####1 | 104/250 [01:07<01:31, 1.59it/s]\nCLIP Loss: 677.950\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 677.950\n\n 42%|####2 | 105/250 [01:08<01:29, 1.62it/s]\nCLIP Loss: 696.082\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 696.082\n\n 42%|####2 | 106/250 [01:09<01:38, 1.46it/s]\nCLIP Loss: 665.447\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 665.447\n\n 43%|####2 | 107/250 [01:09<01:33, 1.52it/s]\nCLIP Loss: 666.765\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 666.765\n\n 43%|####3 | 108/250 [01:10<01:30, 1.57it/s]\nCLIP Loss: 651.967\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 651.967\n\n 44%|####3 | 109/250 [01:10<01:27, 1.61it/s]\nCLIP Loss: 682.345\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 682.345\n\n 44%|####4 | 110/250 [01:11<01:25, 1.64it/s]\nCLIP Loss: 681.838\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 681.838\n\n 44%|####4 | 111/250 [01:12<01:37, 1.42it/s]\nCLIP Loss: 671.298\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 671.298\n\n 45%|####4 | 112/250 [01:12<01:32, 1.49it/s]\nCLIP Loss: 664.333\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 664.333\n\n 45%|####5 | 113/250 [01:13<01:28, 1.54it/s]\nCLIP Loss: 659.399\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 659.399\n\n 46%|####5 | 114/250 [01:14<01:26, 1.58it/s]\nCLIP Loss: 665.786\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 665.786\n\n 46%|####6 | 115/250 [01:14<01:24, 1.60it/s]\nCLIP Loss: 678.839\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 678.839\n\n 46%|####6 | 116/250 [01:15<01:32, 1.44it/s]\nCLIP Loss: 676.461\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 676.461\n\n 47%|####6 | 117/250 [01:16<01:27, 1.52it/s]\nCLIP Loss: 668.162\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 668.162\n\n 47%|####7 | 118/250 [01:16<01:24, 1.55it/s]\nCLIP Loss: 667.814\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 667.814\n\n 48%|####7 | 119/250 [01:17<01:22, 1.59it/s]\nCLIP Loss: 662.313\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 662.313\n\n 48%|####8 | 120/250 [01:17<01:20, 1.62it/s]\nCLIP Loss: 668.898\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 668.898\n\n 48%|####8 | 121/250 [01:18<01:28, 1.46it/s]\nCLIP Loss: 664.657\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 664.657\n\n 49%|####8 | 122/250 [01:19<01:24, 1.52it/s]\nCLIP Loss: 664.942\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 664.942\n\n 49%|####9 | 123/250 [01:19<01:21, 1.57it/s]\nCLIP Loss: 660.718\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 660.718\n\n 50%|####9 | 124/250 [01:20<01:18, 1.60it/s]\nCLIP Loss: 671.082\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 671.082\n\n 50%|##### | 125/250 [01:21<01:16, 1.63it/s]\nCLIP Loss: 680.767\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 680.767\n\n 50%|##### | 126/250 [01:22<01:26, 1.44it/s]\nCLIP Loss: 660.424\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 660.424\n\n 51%|##### | 127/250 [01:22<01:21, 1.51it/s]\nCLIP Loss: 660.322\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 660.322\n\n 51%|#####1 | 128/250 [01:23<01:17, 1.57it/s]\nCLIP Loss: 659.566\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 659.566\n\n 52%|#####1 | 129/250 [01:23<01:15, 1.60it/s]\nCLIP Loss: 663.212\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 663.212\n\n 52%|#####2 | 130/250 [01:24<01:13, 1.63it/s]\nCLIP Loss: 664.809\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 664.809\n\n 52%|#####2 | 131/250 [01:25<01:20, 1.47it/s]\nCLIP Loss: 658.102\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 658.102\n\n 53%|#####2 | 132/250 [01:25<01:16, 1.53it/s]\nCLIP Loss: 655.821\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 655.821\n\n 53%|#####3 | 133/250 [01:26<01:14, 1.57it/s]\nCLIP Loss: 656.331\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 656.331\n\n 54%|#####3 | 134/250 [01:26<01:11, 1.61it/s]\nCLIP Loss: 653.293\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 653.293\n\n 54%|#####4 | 135/250 [01:27<01:10, 1.64it/s]\nCLIP Loss: 655.777\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 655.777\n\n 54%|#####4 | 136/250 [01:28<01:17, 1.48it/s]\nCLIP Loss: 663.354\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 663.354\n\n 55%|#####4 | 137/250 [01:28<01:13, 1.54it/s]\nCLIP Loss: 654.697\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 654.697\n\n 55%|#####5 | 138/250 [01:29<01:10, 1.59it/s]\nCLIP Loss: 646.543\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 646.544\n\n 56%|#####5 | 139/250 [01:30<01:08, 1.62it/s]\nCLIP Loss: 653.613\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 653.613\n\n 56%|#####6 | 140/250 [01:30<01:07, 1.64it/s]\nCLIP Loss: 657.140\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 657.140\n\n 56%|#####6 | 141/250 [01:31<01:14, 1.47it/s]\nCLIP Loss: 644.778\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 644.778\n\n 57%|#####6 | 142/250 [01:32<01:10, 1.53it/s]\nCLIP Loss: 649.872\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 649.872\n\n 57%|#####7 | 143/250 [01:32<01:07, 1.58it/s]\nCLIP Loss: 654.783\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 654.783\n\n 58%|#####7 | 144/250 [01:33<01:06, 1.61it/s]\nCLIP Loss: 649.438\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 649.438\n\n 58%|#####8 | 145/250 [01:33<01:04, 1.63it/s]\nCLIP Loss: 646.980\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 646.980\n\n 58%|#####8 | 146/250 [01:34<01:10, 1.47it/s]\nCLIP Loss: 648.215\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 648.215\n\n 59%|#####8 | 147/250 [01:35<01:07, 1.53it/s]\nCLIP Loss: 649.966\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 649.966\n\n 59%|#####9 | 148/250 [01:35<01:04, 1.58it/s]\nCLIP Loss: 643.539\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 643.539\n\n 60%|#####9 | 149/250 [01:36<01:02, 1.61it/s]\nCLIP Loss: 646.285\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 646.286\n\n 60%|###### | 150/250 [01:37<01:01, 1.63it/s]\nCLIP Loss: 643.690\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 643.690\n\n 60%|###### | 151/250 [01:37<01:07, 1.47it/s]\nCLIP Loss: 645.088\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 645.089\n\n 61%|###### | 152/250 [01:38<01:04, 1.53it/s]\nCLIP Loss: 659.905\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 659.906\n\n 61%|######1 | 153/250 [01:39<01:02, 1.56it/s]\nCLIP Loss: 637.262\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 637.262\n\n 62%|######1 | 154/250 [01:39<00:59, 1.60it/s]\nCLIP Loss: 640.945\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 640.946\n\n 62%|######2 | 155/250 [01:40<00:58, 1.62it/s]\nCLIP Loss: 650.366\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 650.367\n\n 62%|######2 | 156/250 [01:41<01:06, 1.42it/s]\nCLIP Loss: 649.465\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 649.466\n\n 63%|######2 | 157/250 [01:41<01:02, 1.49it/s]\nCLIP Loss: 640.637\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 640.638\n\n 63%|######3 | 158/250 [01:42<00:59, 1.54it/s]\nCLIP Loss: 642.483\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.002\tTotal Loss: 642.484\n\n 64%|######3 | 159/250 [01:43<00:57, 1.59it/s]\nCLIP Loss: 647.417\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.002\tTotal Loss: 647.419\n\n 64%|######4 | 160/250 [01:43<00:55, 1.62it/s]\nCLIP Loss: 660.463\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.002\tTotal Loss: 660.465\n\n 64%|######4 | 161/250 [01:44<01:01, 1.46it/s]\nCLIP Loss: 642.227\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.002\tTotal Loss: 642.229\n\n 65%|######4 | 162/250 [01:45<00:57, 1.52it/s]\nCLIP Loss: 662.825\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.002\tTotal Loss: 662.827\n\n 65%|######5 | 163/250 [01:45<00:55, 1.57it/s]\nCLIP Loss: 646.534\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.002\tTotal Loss: 646.537\n\n 66%|######5 | 164/250 [01:46<00:53, 1.60it/s]\nCLIP Loss: 651.230\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.003\tTotal Loss: 651.233\n\n 66%|######6 | 165/250 [01:46<00:52, 1.62it/s]\nCLIP Loss: 641.767\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.003\tTotal Loss: 641.770\n\n 66%|######6 | 166/250 [01:47<00:57, 1.47it/s]\nCLIP Loss: 646.676\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.003\tTotal Loss: 646.679\n\n 67%|######6 | 167/250 [01:48<00:54, 1.53it/s]\nCLIP Loss: 648.609\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.004\tTotal Loss: 648.612\n\n 67%|######7 | 168/250 [01:48<00:51, 1.58it/s]\nCLIP Loss: 645.730\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.004\tTotal Loss: 645.734\n\n 68%|######7 | 169/250 [01:49<00:50, 1.61it/s]\nCLIP Loss: 643.387\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.004\tTotal Loss: 643.391\n\n 68%|######8 | 170/250 [01:50<00:49, 1.63it/s]\nCLIP Loss: 642.220\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.005\tTotal Loss: 642.224\n\n 68%|######8 | 171/250 [01:50<00:55, 1.43it/s]\nCLIP Loss: 662.550\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.005\tTotal Loss: 662.556\n\n 69%|######8 | 172/250 [01:51<00:51, 1.50it/s]\nCLIP Loss: 645.129\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.006\tTotal Loss: 645.135\n\n 69%|######9 | 173/250 [01:52<00:49, 1.55it/s]\nCLIP Loss: 645.355\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.007\tTotal Loss: 645.362\n\n 70%|######9 | 174/250 [01:52<00:48, 1.58it/s]\nCLIP Loss: 649.584\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.008\tTotal Loss: 649.591\n\n 70%|####### | 175/250 [01:53<00:46, 1.61it/s]\nCLIP Loss: 644.449\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.008\tTotal Loss: 644.458\n\n 70%|####### | 176/250 [01:54<00:51, 1.45it/s]\nCLIP Loss: 639.436\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.009\tTotal Loss: 639.445\n\n 71%|####### | 177/250 [01:54<00:48, 1.52it/s]\nCLIP Loss: 644.641\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.010\tTotal Loss: 644.651\n\n 71%|#######1 | 178/250 [01:55<00:46, 1.56it/s]\nCLIP Loss: 644.896\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.011\tTotal Loss: 644.907\n\n 72%|#######1 | 179/250 [01:55<00:44, 1.60it/s]\nCLIP Loss: 651.363\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.012\tTotal Loss: 651.374\n\n 72%|#######2 | 180/250 [01:56<00:43, 1.61it/s]\nCLIP Loss: 643.035\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.013\tTotal Loss: 643.048\n\n 72%|#######2 | 181/250 [01:57<00:47, 1.45it/s]\nCLIP Loss: 640.305\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.014\tTotal Loss: 640.319\n\n 73%|#######2 | 182/250 [01:58<00:44, 1.51it/s]\nCLIP Loss: 640.695\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.015\tTotal Loss: 640.710\n\n 73%|#######3 | 183/250 [01:58<00:42, 1.56it/s]\nCLIP Loss: 650.741\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.016\tTotal Loss: 650.758\n\n 74%|#######3 | 184/250 [01:59<00:41, 1.60it/s]\nCLIP Loss: 648.843\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.018\tTotal Loss: 648.861\n\n 74%|#######4 | 185/250 [01:59<00:40, 1.62it/s]\nCLIP Loss: 647.753\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.019\tTotal Loss: 647.772\n\n 74%|#######4 | 186/250 [02:00<00:43, 1.46it/s]\nCLIP Loss: 640.959\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.020\tTotal Loss: 640.979\n\n 75%|#######4 | 187/250 [02:01<00:41, 1.53it/s]\nCLIP Loss: 647.421\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.021\tTotal Loss: 647.442\n\n 75%|#######5 | 188/250 [02:01<00:39, 1.56it/s]\nCLIP Loss: 643.673\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.022\tTotal Loss: 643.695\n\n 76%|#######5 | 189/250 [02:02<00:38, 1.60it/s]\nCLIP Loss: 647.753\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.024\tTotal Loss: 647.777\n\n 76%|#######6 | 190/250 [02:03<00:36, 1.62it/s]\nCLIP Loss: 643.175\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.025\tTotal Loss: 643.200\n\n 76%|#######6 | 191/250 [02:03<00:41, 1.44it/s]\nCLIP Loss: 648.204\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.027\tTotal Loss: 648.231\n\n 77%|#######6 | 192/250 [02:04<00:38, 1.51it/s]\nCLIP Loss: 642.493\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.028\tTotal Loss: 642.521\n\n 77%|#######7 | 193/250 [02:05<00:36, 1.56it/s]\nCLIP Loss: 640.128\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.030\tTotal Loss: 640.158\n\n 78%|#######7 | 194/250 [02:05<00:35, 1.59it/s]\nCLIP Loss: 654.991\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.032\tTotal Loss: 655.023\n\n 78%|#######8 | 195/250 [02:06<00:33, 1.62it/s]\nCLIP Loss: 656.674\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.033\tTotal Loss: 656.707\n\n 78%|#######8 | 196/250 [02:07<00:36, 1.46it/s]\nCLIP Loss: 646.190\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.035\tTotal Loss: 646.225\n\n 79%|#######8 | 197/250 [02:07<00:34, 1.53it/s]\nCLIP Loss: 651.762\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.036\tTotal Loss: 651.798\n\n 79%|#######9 | 198/250 [02:08<00:33, 1.57it/s]\nCLIP Loss: 643.211\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.038\tTotal Loss: 643.248\n\n 80%|#######9 | 199/250 [02:08<00:31, 1.60it/s]\nCLIP Loss: 647.809\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.039\tTotal Loss: 647.849\n\n 80%|######## | 200/250 [02:09<00:30, 1.63it/s]\nCLIP Loss: 640.097\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.041\tTotal Loss: 640.137\n\n 80%|######## | 201/250 [02:10<00:33, 1.45it/s]\nCLIP Loss: 641.394\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.042\tTotal Loss: 641.435\n\n 81%|######## | 202/250 [02:10<00:31, 1.52it/s]\nCLIP Loss: 644.568\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.043\tTotal Loss: 644.610\n\n 81%|########1 | 203/250 [02:11<00:30, 1.56it/s]\nCLIP Loss: 651.540\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.043\tTotal Loss: 651.583\n\n 82%|########1 | 204/250 [02:12<00:28, 1.60it/s]\nCLIP Loss: 642.239\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.044\tTotal Loss: 642.282\n\n 82%|########2 | 205/250 [02:12<00:27, 1.63it/s]\nCLIP Loss: 640.182\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.045\tTotal Loss: 640.226\n\n 82%|########2 | 206/250 [02:13<00:30, 1.46it/s]\nCLIP Loss: 646.727\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.045\tTotal Loss: 646.772\n\n 83%|########2 | 207/250 [02:14<00:28, 1.53it/s]\nCLIP Loss: 646.351\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.046\tTotal Loss: 646.397\n\n 83%|########3 | 208/250 [02:14<00:26, 1.58it/s]\nCLIP Loss: 640.089\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.047\tTotal Loss: 640.135\n\n 84%|########3 | 209/250 [02:15<00:25, 1.61it/s]\nCLIP Loss: 646.930\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.047\tTotal Loss: 646.977\n\n 84%|########4 | 210/250 [02:15<00:24, 1.63it/s]\nCLIP Loss: 647.863\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.048\tTotal Loss: 647.911\n\n 84%|########4 | 211/250 [02:16<00:26, 1.47it/s]\nCLIP Loss: 653.022\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.048\tTotal Loss: 653.070\n\n 85%|########4 | 212/250 [02:17<00:24, 1.54it/s]\nCLIP Loss: 647.324\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.047\tTotal Loss: 647.372\n\n 85%|########5 | 213/250 [02:17<00:23, 1.57it/s]\nCLIP Loss: 651.334\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.047\tTotal Loss: 651.382\n\n 86%|########5 | 214/250 [02:18<00:22, 1.61it/s]\nCLIP Loss: 652.751\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.047\tTotal Loss: 652.799\n\n 86%|########6 | 215/250 [02:19<00:21, 1.64it/s]\nCLIP Loss: 646.174\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.046\tTotal Loss: 646.220\n\n 86%|########6 | 216/250 [02:19<00:22, 1.49it/s]\nCLIP Loss: 650.418\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.046\tTotal Loss: 650.463\n\n 87%|########6 | 217/250 [02:20<00:21, 1.55it/s]\nCLIP Loss: 651.663\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.045\tTotal Loss: 651.708\n\n 87%|########7 | 218/250 [02:21<00:20, 1.59it/s]\nCLIP Loss: 644.372\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.044\tTotal Loss: 644.416\n\n 88%|########7 | 219/250 [02:21<00:19, 1.61it/s]\nCLIP Loss: 642.111\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.043\tTotal Loss: 642.154\n\n 88%|########8 | 220/250 [02:22<00:18, 1.63it/s]\nCLIP Loss: 645.286\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.041\tTotal Loss: 645.328\n\n 88%|########8 | 221/250 [02:23<00:19, 1.48it/s]\nCLIP Loss: 649.692\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.040\tTotal Loss: 649.732\n\n 89%|########8 | 222/250 [02:23<00:18, 1.54it/s]\nCLIP Loss: 646.297\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.039\tTotal Loss: 646.336\n\n 89%|########9 | 223/250 [02:24<00:17, 1.59it/s]\nCLIP Loss: 652.247\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.038\tTotal Loss: 652.285\n\n 90%|########9 | 224/250 [02:24<00:16, 1.61it/s]\nCLIP Loss: 647.917\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.036\tTotal Loss: 647.953\n\n 90%|######### | 225/250 [02:25<00:15, 1.64it/s]\nCLIP Loss: 642.605\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.035\tTotal Loss: 642.639\n\n 90%|######### | 226/250 [02:26<00:16, 1.46it/s]\nCLIP Loss: 645.102\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.033\tTotal Loss: 645.135\n\n 91%|######### | 227/250 [02:26<00:15, 1.52it/s]\nCLIP Loss: 657.291\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.031\tTotal Loss: 657.322\n\n 91%|#########1| 228/250 [02:27<00:14, 1.57it/s]\nCLIP Loss: 637.392\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.029\tTotal Loss: 637.420\n\n 92%|#########1| 229/250 [02:28<00:13, 1.60it/s]\nCLIP Loss: 647.220\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.027\tTotal Loss: 647.247\n\n 92%|#########2| 230/250 [02:28<00:12, 1.62it/s]\nCLIP Loss: 641.624\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.025\tTotal Loss: 641.649\n\n 92%|#########2| 231/250 [02:29<00:13, 1.45it/s]\nCLIP Loss: 645.492\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.023\tTotal Loss: 645.515\n\n 93%|#########2| 232/250 [02:30<00:11, 1.53it/s]\nCLIP Loss: 652.309\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.021\tTotal Loss: 652.329\n\n 93%|#########3| 233/250 [02:30<00:10, 1.57it/s]\nCLIP Loss: 635.221\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.019\tTotal Loss: 635.240\n\n 94%|#########3| 234/250 [02:31<00:09, 1.61it/s]\nCLIP Loss: 646.239\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.017\tTotal Loss: 646.256\n\n 94%|#########3| 235/250 [02:31<00:09, 1.63it/s]\nCLIP Loss: 640.270\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.015\tTotal Loss: 640.285\n\n 94%|#########4| 236/250 [02:32<00:09, 1.48it/s]\nCLIP Loss: 650.204\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.013\tTotal Loss: 650.216\n\n 95%|#########4| 237/250 [02:33<00:08, 1.54it/s]\nCLIP Loss: 642.000\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.011\tTotal Loss: 642.011\n\n 95%|#########5| 238/250 [02:33<00:07, 1.59it/s]\nCLIP Loss: 644.957\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.009\tTotal Loss: 644.966\n\n 96%|#########5| 239/250 [02:34<00:06, 1.62it/s]\nCLIP Loss: 642.887\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.007\tTotal Loss: 642.894\n\n 96%|#########6| 240/250 [02:35<00:06, 1.64it/s]\nCLIP Loss: 640.604\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.006\tTotal Loss: 640.610\n\n 96%|#########6| 241/250 [02:35<00:06, 1.47it/s]\nCLIP Loss: 642.262\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.005\tTotal Loss: 642.267\n\n 97%|#########6| 242/250 [02:36<00:05, 1.54it/s]\nCLIP Loss: 642.062\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.004\tTotal Loss: 642.066\n\n 97%|#########7| 243/250 [02:37<00:04, 1.59it/s]\nCLIP Loss: 641.407\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.003\tTotal Loss: 641.410\n\n 98%|#########7| 244/250 [02:37<00:03, 1.62it/s]\nCLIP Loss: 639.670\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.002\tTotal Loss: 639.672\n\n 98%|#########8| 245/250 [02:38<00:03, 1.64it/s]\nCLIP Loss: 642.645\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 642.646\n\n 98%|#########8| 246/250 [02:39<00:02, 1.45it/s]\nCLIP Loss: 640.565\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.001\tTotal Loss: 640.566\n\n 99%|#########8| 247/250 [02:39<00:01, 1.52it/s]\nCLIP Loss: 641.367\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 641.367\n\n 99%|#########9| 248/250 [02:40<00:01, 1.57it/s]\nCLIP Loss: 645.850\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 645.850\n\n100%|#########9| 249/250 [02:40<00:00, 1.62it/s]\nCLIP Loss: 646.922\tRange Loss: 0.000\tTV Loss: 0.000\tSaturation Loss: 0.000\tTotal Loss: 646.922\n\n100%|##########| 250/250 [02:41<00:00, 1.48it/s]\n\n100%|##########| 250/250 [02:41<00:00, 1.55it/s]", "metrics": { "total_time": 169.180992 }, "output": [ { "file": "https://replicate.delivery/mgxm/75af979d-cf44-4ebd-8919-928d43be1cc7/0000.png" }, { "file": "https://replicate.delivery/mgxm/f1fb962a-dcb3-4c07-88fd-9558c2ac6ec5/0005.png" }, { "file": "https://replicate.delivery/mgxm/5dda5e5b-e882-48a7-9237-eb5eff6e7cd8/0010.png" }, { "file": "https://replicate.delivery/mgxm/be104b62-01eb-4772-b3b7-c00d825fce64/0015.png" }, { "file": "https://replicate.delivery/mgxm/5211e7ef-42af-4262-a515-d0eccae58337/0020.png" }, { "file": "https://replicate.delivery/mgxm/7612021b-1290-43f4-b89e-a7e4cf1298bb/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. Augmentations enabled. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 788.726 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 788.726 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:45, 1.50it/s] CLIP Loss: 786.007 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 786.008 1%| | 2/250 [00:01<02:32, 1.63it/s] CLIP Loss: 777.724 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 777.724 1%|1 | 3/250 [00:01<02:28, 1.66it/s] CLIP Loss: 777.908 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 777.908 2%|1 | 4/250 [00:02<02:28, 1.66it/s] CLIP Loss: 766.475 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 766.475 2%|2 | 5/250 [00:03<02:26, 1.67it/s] CLIP Loss: 766.492 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 766.492 2%|2 | 6/250 [00:03<02:39, 1.53it/s] CLIP Loss: 757.309 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 757.309 3%|2 | 7/250 [00:04<02:33, 1.58it/s] CLIP Loss: 758.313 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 758.313 3%|3 | 8/250 [00:04<02:29, 1.62it/s] CLIP Loss: 748.436 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 748.436 4%|3 | 9/250 [00:05<02:27, 1.64it/s] CLIP Loss: 731.345 Range Loss: 0.001 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 731.347 4%|4 | 10/250 [00:06<02:25, 1.65it/s] CLIP Loss: 734.525 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 734.525 4%|4 | 11/250 [00:06<02:38, 1.51it/s] CLIP Loss: 739.901 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 739.901 5%|4 | 12/250 [00:07<02:34, 1.54it/s] CLIP Loss: 734.952 Range Loss: 0.001 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 734.953 5%|5 | 13/250 [00:08<02:30, 1.57it/s] CLIP Loss: 735.842 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 735.843 6%|5 | 14/250 [00:08<02:27, 1.60it/s] CLIP Loss: 731.404 Range Loss: 0.001 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 731.406 6%|6 | 15/250 [00:09<02:25, 1.62it/s] CLIP Loss: 727.459 Range Loss: 0.001 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 727.460 6%|6 | 16/250 [00:10<02:35, 1.50it/s] CLIP Loss: 725.144 Range Loss: 0.001 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 725.147 7%|6 | 17/250 [00:10<02:29, 1.56it/s] CLIP Loss: 729.206 Range Loss: 0.002 TV Loss: 0.000 Saturation Loss: 0.002 Total Loss: 729.210 7%|7 | 18/250 [00:11<02:25, 1.59it/s] CLIP Loss: 723.075 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 723.075 8%|7 | 19/250 [00:11<02:23, 1.61it/s] CLIP Loss: 726.174 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 726.174 8%|8 | 20/250 [00:12<02:20, 1.64it/s] CLIP Loss: 722.453 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 722.454 8%|8 | 21/250 [00:13<02:33, 1.50it/s] CLIP Loss: 723.933 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 723.933 9%|8 | 22/250 [00:13<02:27, 1.54it/s] CLIP Loss: 723.394 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 723.394 9%|9 | 23/250 [00:14<02:24, 1.57it/s] CLIP Loss: 721.955 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 721.955 10%|9 | 24/250 [00:15<02:20, 1.61it/s] CLIP Loss: 721.204 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 721.204 10%|# | 25/250 [00:15<02:20, 1.60it/s] CLIP Loss: 719.058 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 719.058 10%|# | 26/250 [00:16<02:36, 1.43it/s] CLIP Loss: 724.816 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 724.816 11%|# | 27/250 [00:17<02:28, 1.50it/s] CLIP Loss: 725.105 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 725.105 11%|#1 | 28/250 [00:17<02:23, 1.55it/s] CLIP Loss: 730.653 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 730.653 12%|#1 | 29/250 [00:18<02:20, 1.57it/s] CLIP Loss: 728.103 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 728.103 12%|#2 | 30/250 [00:19<02:18, 1.59it/s] CLIP Loss: 726.539 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 726.539 12%|#2 | 31/250 [00:19<02:32, 1.44it/s] CLIP Loss: 718.693 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 718.693 13%|#2 | 32/250 [00:20<02:24, 1.51it/s] CLIP Loss: 728.837 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 728.837 13%|#3 | 33/250 [00:21<02:19, 1.55it/s] CLIP Loss: 728.894 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 728.894 14%|#3 | 34/250 [00:21<02:16, 1.58it/s] CLIP Loss: 730.855 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 730.855 14%|#4 | 35/250 [00:22<02:14, 1.59it/s] CLIP Loss: 727.269 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 727.269 14%|#4 | 36/250 [00:23<02:25, 1.47it/s] CLIP Loss: 725.108 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 725.109 15%|#4 | 37/250 [00:23<02:20, 1.52it/s] CLIP Loss: 723.696 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 723.696 15%|#5 | 38/250 [00:24<02:16, 1.55it/s] CLIP Loss: 733.708 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 733.708 16%|#5 | 39/250 [00:24<02:13, 1.58it/s] CLIP Loss: 730.802 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 730.802 16%|#6 | 40/250 [00:25<02:11, 1.59it/s] CLIP Loss: 727.282 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 727.282 16%|#6 | 41/250 [00:26<02:24, 1.45it/s] CLIP Loss: 724.848 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 724.848 17%|#6 | 42/250 [00:26<02:17, 1.51it/s] CLIP Loss: 732.020 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 732.020 17%|#7 | 43/250 [00:27<02:14, 1.54it/s] CLIP Loss: 729.107 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 729.107 18%|#7 | 44/250 [00:28<02:11, 1.57it/s] CLIP Loss: 729.205 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 729.205 18%|#8 | 45/250 [00:28<02:08, 1.59it/s] CLIP Loss: 730.218 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 730.218 18%|#8 | 46/250 [00:29<02:23, 1.42it/s] CLIP Loss: 727.011 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 727.011 19%|#8 | 47/250 [00:30<02:16, 1.48it/s] CLIP Loss: 732.493 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 732.493 19%|#9 | 48/250 [00:30<02:11, 1.53it/s] CLIP Loss: 731.799 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 731.799 20%|#9 | 49/250 [00:31<02:08, 1.56it/s] CLIP Loss: 728.628 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 728.628 20%|## | 50/250 [00:32<02:06, 1.58it/s] CLIP Loss: 722.836 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 722.836 20%|## | 51/250 [00:33<02:20, 1.42it/s] CLIP Loss: 728.334 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 728.334 21%|## | 52/250 [00:33<02:13, 1.48it/s] CLIP Loss: 756.365 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 756.365 21%|##1 | 53/250 [00:34<02:08, 1.53it/s] CLIP Loss: 734.320 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 734.320 22%|##1 | 54/250 [00:34<02:05, 1.57it/s] CLIP Loss: 772.924 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 772.924 22%|##2 | 55/250 [00:35<02:03, 1.58it/s] CLIP Loss: 726.715 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 726.715 22%|##2 | 56/250 [00:36<02:19, 1.39it/s] CLIP Loss: 729.634 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 729.634 23%|##2 | 57/250 [00:36<02:11, 1.47it/s] CLIP Loss: 732.928 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 732.928 23%|##3 | 58/250 [00:37<02:06, 1.51it/s] CLIP Loss: 733.689 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 733.689 24%|##3 | 59/250 [00:38<02:03, 1.55it/s] CLIP Loss: 729.157 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 729.157 24%|##4 | 60/250 [00:38<01:59, 1.59it/s] CLIP Loss: 731.353 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 731.353 24%|##4 | 61/250 [00:39<02:11, 1.44it/s] CLIP Loss: 728.756 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 728.756 25%|##4 | 62/250 [00:40<02:05, 1.50it/s] CLIP Loss: 730.828 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 730.828 25%|##5 | 63/250 [00:40<02:01, 1.54it/s] CLIP Loss: 732.900 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 732.900 26%|##5 | 64/250 [00:41<01:58, 1.58it/s] CLIP Loss: 729.507 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 729.507 26%|##6 | 65/250 [00:42<01:55, 1.61it/s] CLIP Loss: 725.843 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 725.843 26%|##6 | 66/250 [00:42<02:09, 1.42it/s] CLIP Loss: 741.122 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 741.122 27%|##6 | 67/250 [00:43<02:02, 1.49it/s] CLIP Loss: 732.136 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 732.136 27%|##7 | 68/250 [00:44<01:57, 1.55it/s] CLIP Loss: 730.569 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 730.569 28%|##7 | 69/250 [00:44<01:54, 1.58it/s] CLIP Loss: 733.920 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 733.920 28%|##8 | 70/250 [00:45<01:51, 1.61it/s] CLIP Loss: 730.505 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 730.505 28%|##8 | 71/250 [00:46<02:06, 1.42it/s] CLIP Loss: 731.012 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 731.012 29%|##8 | 72/250 [00:46<01:59, 1.49it/s] CLIP Loss: 733.553 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 733.553 29%|##9 | 73/250 [00:47<01:54, 1.54it/s] CLIP Loss: 730.942 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 730.942 30%|##9 | 74/250 [00:47<01:52, 1.56it/s] CLIP Loss: 728.649 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 728.649 30%|### | 75/250 [00:48<01:49, 1.60it/s] CLIP Loss: 721.656 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 721.656 30%|### | 76/250 [00:49<02:02, 1.42it/s] CLIP Loss: 724.318 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 724.318 31%|### | 77/250 [00:50<01:56, 1.49it/s] CLIP Loss: 733.342 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 733.342 31%|###1 | 78/250 [00:50<01:51, 1.54it/s] CLIP Loss: 720.733 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 720.733 32%|###1 | 79/250 [00:51<01:48, 1.58it/s] CLIP Loss: 727.749 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 727.749 32%|###2 | 80/250 [00:51<01:45, 1.61it/s] CLIP Loss: 722.890 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 722.890 32%|###2 | 81/250 [00:52<01:59, 1.42it/s] CLIP Loss: 720.229 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 720.229 33%|###2 | 82/250 [00:53<01:52, 1.49it/s] CLIP Loss: 714.173 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 714.173 33%|###3 | 83/250 [00:53<01:47, 1.55it/s] CLIP Loss: 713.113 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 713.113 34%|###3 | 84/250 [00:54<01:44, 1.58it/s] CLIP Loss: 718.712 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 718.712 34%|###4 | 85/250 [00:55<01:42, 1.61it/s] CLIP Loss: 722.372 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 722.372 34%|###4 | 86/250 [00:56<01:57, 1.40it/s] CLIP Loss: 726.182 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 726.182 35%|###4 | 87/250 [00:56<01:50, 1.48it/s] CLIP Loss: 717.510 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 717.510 35%|###5 | 88/250 [00:57<01:45, 1.54it/s] CLIP Loss: 722.173 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 722.173 36%|###5 | 89/250 [00:57<01:41, 1.58it/s] CLIP Loss: 722.870 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 722.870 36%|###6 | 90/250 [00:58<01:39, 1.61it/s] CLIP Loss: 719.065 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 719.065 36%|###6 | 91/250 [00:59<01:52, 1.42it/s] CLIP Loss: 718.713 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 718.713 37%|###6 | 92/250 [00:59<01:45, 1.50it/s] CLIP Loss: 719.396 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 719.396 37%|###7 | 93/250 [01:00<01:41, 1.55it/s] CLIP Loss: 719.718 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 719.718 38%|###7 | 94/250 [01:01<01:38, 1.59it/s] CLIP Loss: 714.043 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 714.043 38%|###8 | 95/250 [01:01<01:35, 1.62it/s] CLIP Loss: 707.589 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 707.589 38%|###8 | 96/250 [01:02<01:47, 1.44it/s] CLIP Loss: 723.719 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 723.719 39%|###8 | 97/250 [01:03<01:41, 1.51it/s] CLIP Loss: 705.818 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 705.818 39%|###9 | 98/250 [01:03<01:37, 1.56it/s] CLIP Loss: 702.863 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 702.863 40%|###9 | 99/250 [01:04<01:35, 1.58it/s] CLIP Loss: 702.265 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 702.265 40%|#### | 100/250 [01:04<01:32, 1.62it/s] CLIP Loss: 681.255 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 681.255 40%|#### | 101/250 [01:05<01:44, 1.43it/s] CLIP Loss: 682.338 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 682.338 41%|#### | 102/250 [01:06<01:38, 1.50it/s] CLIP Loss: 677.334 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 677.334 41%|####1 | 103/250 [01:07<01:34, 1.55it/s] CLIP Loss: 697.040 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 697.040 42%|####1 | 104/250 [01:07<01:31, 1.59it/s] CLIP Loss: 677.950 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 677.950 42%|####2 | 105/250 [01:08<01:29, 1.62it/s] CLIP Loss: 696.082 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 696.082 42%|####2 | 106/250 [01:09<01:38, 1.46it/s] CLIP Loss: 665.447 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 665.447 43%|####2 | 107/250 [01:09<01:33, 1.52it/s] CLIP Loss: 666.765 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 666.765 43%|####3 | 108/250 [01:10<01:30, 1.57it/s] CLIP Loss: 651.967 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 651.967 44%|####3 | 109/250 [01:10<01:27, 1.61it/s] CLIP Loss: 682.345 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 682.345 44%|####4 | 110/250 [01:11<01:25, 1.64it/s] CLIP Loss: 681.838 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 681.838 44%|####4 | 111/250 [01:12<01:37, 1.42it/s] CLIP Loss: 671.298 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 671.298 45%|####4 | 112/250 [01:12<01:32, 1.49it/s] CLIP Loss: 664.333 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 664.333 45%|####5 | 113/250 [01:13<01:28, 1.54it/s] CLIP Loss: 659.399 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 659.399 46%|####5 | 114/250 [01:14<01:26, 1.58it/s] CLIP Loss: 665.786 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 665.786 46%|####6 | 115/250 [01:14<01:24, 1.60it/s] CLIP Loss: 678.839 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 678.839 46%|####6 | 116/250 [01:15<01:32, 1.44it/s] CLIP Loss: 676.461 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 676.461 47%|####6 | 117/250 [01:16<01:27, 1.52it/s] CLIP Loss: 668.162 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 668.162 47%|####7 | 118/250 [01:16<01:24, 1.55it/s] CLIP Loss: 667.814 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 667.814 48%|####7 | 119/250 [01:17<01:22, 1.59it/s] CLIP Loss: 662.313 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 662.313 48%|####8 | 120/250 [01:17<01:20, 1.62it/s] CLIP Loss: 668.898 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 668.898 48%|####8 | 121/250 [01:18<01:28, 1.46it/s] CLIP Loss: 664.657 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 664.657 49%|####8 | 122/250 [01:19<01:24, 1.52it/s] CLIP Loss: 664.942 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 664.942 49%|####9 | 123/250 [01:19<01:21, 1.57it/s] CLIP Loss: 660.718 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 660.718 50%|####9 | 124/250 [01:20<01:18, 1.60it/s] CLIP Loss: 671.082 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 671.082 50%|##### | 125/250 [01:21<01:16, 1.63it/s] CLIP Loss: 680.767 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 680.767 50%|##### | 126/250 [01:22<01:26, 1.44it/s] CLIP Loss: 660.424 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 660.424 51%|##### | 127/250 [01:22<01:21, 1.51it/s] CLIP Loss: 660.322 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 660.322 51%|#####1 | 128/250 [01:23<01:17, 1.57it/s] CLIP Loss: 659.566 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 659.566 52%|#####1 | 129/250 [01:23<01:15, 1.60it/s] CLIP Loss: 663.212 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 663.212 52%|#####2 | 130/250 [01:24<01:13, 1.63it/s] CLIP Loss: 664.809 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 664.809 52%|#####2 | 131/250 [01:25<01:20, 1.47it/s] CLIP Loss: 658.102 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 658.102 53%|#####2 | 132/250 [01:25<01:16, 1.53it/s] CLIP Loss: 655.821 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 655.821 53%|#####3 | 133/250 [01:26<01:14, 1.57it/s] CLIP Loss: 656.331 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 656.331 54%|#####3 | 134/250 [01:26<01:11, 1.61it/s] CLIP Loss: 653.293 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 653.293 54%|#####4 | 135/250 [01:27<01:10, 1.64it/s] CLIP Loss: 655.777 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 655.777 54%|#####4 | 136/250 [01:28<01:17, 1.48it/s] CLIP Loss: 663.354 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 663.354 55%|#####4 | 137/250 [01:28<01:13, 1.54it/s] CLIP Loss: 654.697 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 654.697 55%|#####5 | 138/250 [01:29<01:10, 1.59it/s] CLIP Loss: 646.543 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 646.544 56%|#####5 | 139/250 [01:30<01:08, 1.62it/s] CLIP Loss: 653.613 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 653.613 56%|#####6 | 140/250 [01:30<01:07, 1.64it/s] CLIP Loss: 657.140 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 657.140 56%|#####6 | 141/250 [01:31<01:14, 1.47it/s] CLIP Loss: 644.778 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 644.778 57%|#####6 | 142/250 [01:32<01:10, 1.53it/s] CLIP Loss: 649.872 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 649.872 57%|#####7 | 143/250 [01:32<01:07, 1.58it/s] CLIP Loss: 654.783 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 654.783 58%|#####7 | 144/250 [01:33<01:06, 1.61it/s] CLIP Loss: 649.438 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 649.438 58%|#####8 | 145/250 [01:33<01:04, 1.63it/s] CLIP Loss: 646.980 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 646.980 58%|#####8 | 146/250 [01:34<01:10, 1.47it/s] CLIP Loss: 648.215 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 648.215 59%|#####8 | 147/250 [01:35<01:07, 1.53it/s] CLIP Loss: 649.966 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 649.966 59%|#####9 | 148/250 [01:35<01:04, 1.58it/s] CLIP Loss: 643.539 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 643.539 60%|#####9 | 149/250 [01:36<01:02, 1.61it/s] CLIP Loss: 646.285 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 646.286 60%|###### | 150/250 [01:37<01:01, 1.63it/s] CLIP Loss: 643.690 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 643.690 60%|###### | 151/250 [01:37<01:07, 1.47it/s] CLIP Loss: 645.088 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 645.089 61%|###### | 152/250 [01:38<01:04, 1.53it/s] CLIP Loss: 659.905 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 659.906 61%|######1 | 153/250 [01:39<01:02, 1.56it/s] CLIP Loss: 637.262 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 637.262 62%|######1 | 154/250 [01:39<00:59, 1.60it/s] CLIP Loss: 640.945 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 640.946 62%|######2 | 155/250 [01:40<00:58, 1.62it/s] CLIP Loss: 650.366 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 650.367 62%|######2 | 156/250 [01:41<01:06, 1.42it/s] CLIP Loss: 649.465 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 649.466 63%|######2 | 157/250 [01:41<01:02, 1.49it/s] CLIP Loss: 640.637 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 640.638 63%|######3 | 158/250 [01:42<00:59, 1.54it/s] CLIP Loss: 642.483 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.002 Total Loss: 642.484 64%|######3 | 159/250 [01:43<00:57, 1.59it/s] CLIP Loss: 647.417 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.002 Total Loss: 647.419 64%|######4 | 160/250 [01:43<00:55, 1.62it/s] CLIP Loss: 660.463 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.002 Total Loss: 660.465 64%|######4 | 161/250 [01:44<01:01, 1.46it/s] CLIP Loss: 642.227 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.002 Total Loss: 642.229 65%|######4 | 162/250 [01:45<00:57, 1.52it/s] CLIP Loss: 662.825 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.002 Total Loss: 662.827 65%|######5 | 163/250 [01:45<00:55, 1.57it/s] CLIP Loss: 646.534 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.002 Total Loss: 646.537 66%|######5 | 164/250 [01:46<00:53, 1.60it/s] CLIP Loss: 651.230 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.003 Total Loss: 651.233 66%|######6 | 165/250 [01:46<00:52, 1.62it/s] CLIP Loss: 641.767 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.003 Total Loss: 641.770 66%|######6 | 166/250 [01:47<00:57, 1.47it/s] CLIP Loss: 646.676 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.003 Total Loss: 646.679 67%|######6 | 167/250 [01:48<00:54, 1.53it/s] CLIP Loss: 648.609 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.004 Total Loss: 648.612 67%|######7 | 168/250 [01:48<00:51, 1.58it/s] CLIP Loss: 645.730 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.004 Total Loss: 645.734 68%|######7 | 169/250 [01:49<00:50, 1.61it/s] CLIP Loss: 643.387 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.004 Total Loss: 643.391 68%|######8 | 170/250 [01:50<00:49, 1.63it/s] CLIP Loss: 642.220 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.005 Total Loss: 642.224 68%|######8 | 171/250 [01:50<00:55, 1.43it/s] CLIP Loss: 662.550 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.005 Total Loss: 662.556 69%|######8 | 172/250 [01:51<00:51, 1.50it/s] CLIP Loss: 645.129 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.006 Total Loss: 645.135 69%|######9 | 173/250 [01:52<00:49, 1.55it/s] CLIP Loss: 645.355 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.007 Total Loss: 645.362 70%|######9 | 174/250 [01:52<00:48, 1.58it/s] CLIP Loss: 649.584 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.008 Total Loss: 649.591 70%|####### | 175/250 [01:53<00:46, 1.61it/s] CLIP Loss: 644.449 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.008 Total Loss: 644.458 70%|####### | 176/250 [01:54<00:51, 1.45it/s] CLIP Loss: 639.436 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.009 Total Loss: 639.445 71%|####### | 177/250 [01:54<00:48, 1.52it/s] CLIP Loss: 644.641 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.010 Total Loss: 644.651 71%|#######1 | 178/250 [01:55<00:46, 1.56it/s] CLIP Loss: 644.896 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.011 Total Loss: 644.907 72%|#######1 | 179/250 [01:55<00:44, 1.60it/s] CLIP Loss: 651.363 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.012 Total Loss: 651.374 72%|#######2 | 180/250 [01:56<00:43, 1.61it/s] CLIP Loss: 643.035 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.013 Total Loss: 643.048 72%|#######2 | 181/250 [01:57<00:47, 1.45it/s] CLIP Loss: 640.305 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.014 Total Loss: 640.319 73%|#######2 | 182/250 [01:58<00:44, 1.51it/s] CLIP Loss: 640.695 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.015 Total Loss: 640.710 73%|#######3 | 183/250 [01:58<00:42, 1.56it/s] CLIP Loss: 650.741 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.016 Total Loss: 650.758 74%|#######3 | 184/250 [01:59<00:41, 1.60it/s] CLIP Loss: 648.843 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.018 Total Loss: 648.861 74%|#######4 | 185/250 [01:59<00:40, 1.62it/s] CLIP Loss: 647.753 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.019 Total Loss: 647.772 74%|#######4 | 186/250 [02:00<00:43, 1.46it/s] CLIP Loss: 640.959 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.020 Total Loss: 640.979 75%|#######4 | 187/250 [02:01<00:41, 1.53it/s] CLIP Loss: 647.421 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.021 Total Loss: 647.442 75%|#######5 | 188/250 [02:01<00:39, 1.56it/s] CLIP Loss: 643.673 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.022 Total Loss: 643.695 76%|#######5 | 189/250 [02:02<00:38, 1.60it/s] CLIP Loss: 647.753 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.024 Total Loss: 647.777 76%|#######6 | 190/250 [02:03<00:36, 1.62it/s] CLIP Loss: 643.175 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.025 Total Loss: 643.200 76%|#######6 | 191/250 [02:03<00:41, 1.44it/s] CLIP Loss: 648.204 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.027 Total Loss: 648.231 77%|#######6 | 192/250 [02:04<00:38, 1.51it/s] CLIP Loss: 642.493 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.028 Total Loss: 642.521 77%|#######7 | 193/250 [02:05<00:36, 1.56it/s] CLIP Loss: 640.128 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.030 Total Loss: 640.158 78%|#######7 | 194/250 [02:05<00:35, 1.59it/s] CLIP Loss: 654.991 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.032 Total Loss: 655.023 78%|#######8 | 195/250 [02:06<00:33, 1.62it/s] CLIP Loss: 656.674 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.033 Total Loss: 656.707 78%|#######8 | 196/250 [02:07<00:36, 1.46it/s] CLIP Loss: 646.190 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.035 Total Loss: 646.225 79%|#######8 | 197/250 [02:07<00:34, 1.53it/s] CLIP Loss: 651.762 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.036 Total Loss: 651.798 79%|#######9 | 198/250 [02:08<00:33, 1.57it/s] CLIP Loss: 643.211 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.038 Total Loss: 643.248 80%|#######9 | 199/250 [02:08<00:31, 1.60it/s] CLIP Loss: 647.809 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.039 Total Loss: 647.849 80%|######## | 200/250 [02:09<00:30, 1.63it/s] CLIP Loss: 640.097 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.041 Total Loss: 640.137 80%|######## | 201/250 [02:10<00:33, 1.45it/s] CLIP Loss: 641.394 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.042 Total Loss: 641.435 81%|######## | 202/250 [02:10<00:31, 1.52it/s] CLIP Loss: 644.568 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.043 Total Loss: 644.610 81%|########1 | 203/250 [02:11<00:30, 1.56it/s] CLIP Loss: 651.540 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.043 Total Loss: 651.583 82%|########1 | 204/250 [02:12<00:28, 1.60it/s] CLIP Loss: 642.239 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.044 Total Loss: 642.282 82%|########2 | 205/250 [02:12<00:27, 1.63it/s] CLIP Loss: 640.182 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.045 Total Loss: 640.226 82%|########2 | 206/250 [02:13<00:30, 1.46it/s] CLIP Loss: 646.727 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.045 Total Loss: 646.772 83%|########2 | 207/250 [02:14<00:28, 1.53it/s] CLIP Loss: 646.351 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.046 Total Loss: 646.397 83%|########3 | 208/250 [02:14<00:26, 1.58it/s] CLIP Loss: 640.089 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.047 Total Loss: 640.135 84%|########3 | 209/250 [02:15<00:25, 1.61it/s] CLIP Loss: 646.930 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.047 Total Loss: 646.977 84%|########4 | 210/250 [02:15<00:24, 1.63it/s] CLIP Loss: 647.863 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.048 Total Loss: 647.911 84%|########4 | 211/250 [02:16<00:26, 1.47it/s] CLIP Loss: 653.022 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.048 Total Loss: 653.070 85%|########4 | 212/250 [02:17<00:24, 1.54it/s] CLIP Loss: 647.324 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.047 Total Loss: 647.372 85%|########5 | 213/250 [02:17<00:23, 1.57it/s] CLIP Loss: 651.334 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.047 Total Loss: 651.382 86%|########5 | 214/250 [02:18<00:22, 1.61it/s] CLIP Loss: 652.751 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.047 Total Loss: 652.799 86%|########6 | 215/250 [02:19<00:21, 1.64it/s] CLIP Loss: 646.174 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.046 Total Loss: 646.220 86%|########6 | 216/250 [02:19<00:22, 1.49it/s] CLIP Loss: 650.418 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.046 Total Loss: 650.463 87%|########6 | 217/250 [02:20<00:21, 1.55it/s] CLIP Loss: 651.663 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.045 Total Loss: 651.708 87%|########7 | 218/250 [02:21<00:20, 1.59it/s] CLIP Loss: 644.372 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.044 Total Loss: 644.416 88%|########7 | 219/250 [02:21<00:19, 1.61it/s] CLIP Loss: 642.111 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.043 Total Loss: 642.154 88%|########8 | 220/250 [02:22<00:18, 1.63it/s] CLIP Loss: 645.286 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.041 Total Loss: 645.328 88%|########8 | 221/250 [02:23<00:19, 1.48it/s] CLIP Loss: 649.692 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.040 Total Loss: 649.732 89%|########8 | 222/250 [02:23<00:18, 1.54it/s] CLIP Loss: 646.297 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.039 Total Loss: 646.336 89%|########9 | 223/250 [02:24<00:17, 1.59it/s] CLIP Loss: 652.247 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.038 Total Loss: 652.285 90%|########9 | 224/250 [02:24<00:16, 1.61it/s] CLIP Loss: 647.917 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.036 Total Loss: 647.953 90%|######### | 225/250 [02:25<00:15, 1.64it/s] CLIP Loss: 642.605 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.035 Total Loss: 642.639 90%|######### | 226/250 [02:26<00:16, 1.46it/s] CLIP Loss: 645.102 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.033 Total Loss: 645.135 91%|######### | 227/250 [02:26<00:15, 1.52it/s] CLIP Loss: 657.291 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.031 Total Loss: 657.322 91%|#########1| 228/250 [02:27<00:14, 1.57it/s] CLIP Loss: 637.392 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.029 Total Loss: 637.420 92%|#########1| 229/250 [02:28<00:13, 1.60it/s] CLIP Loss: 647.220 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.027 Total Loss: 647.247 92%|#########2| 230/250 [02:28<00:12, 1.62it/s] CLIP Loss: 641.624 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.025 Total Loss: 641.649 92%|#########2| 231/250 [02:29<00:13, 1.45it/s] CLIP Loss: 645.492 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.023 Total Loss: 645.515 93%|#########2| 232/250 [02:30<00:11, 1.53it/s] CLIP Loss: 652.309 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.021 Total Loss: 652.329 93%|#########3| 233/250 [02:30<00:10, 1.57it/s] CLIP Loss: 635.221 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.019 Total Loss: 635.240 94%|#########3| 234/250 [02:31<00:09, 1.61it/s] CLIP Loss: 646.239 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.017 Total Loss: 646.256 94%|#########3| 235/250 [02:31<00:09, 1.63it/s] CLIP Loss: 640.270 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.015 Total Loss: 640.285 94%|#########4| 236/250 [02:32<00:09, 1.48it/s] CLIP Loss: 650.204 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.013 Total Loss: 650.216 95%|#########4| 237/250 [02:33<00:08, 1.54it/s] CLIP Loss: 642.000 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.011 Total Loss: 642.011 95%|#########5| 238/250 [02:33<00:07, 1.59it/s] CLIP Loss: 644.957 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.009 Total Loss: 644.966 96%|#########5| 239/250 [02:34<00:06, 1.62it/s] CLIP Loss: 642.887 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.007 Total Loss: 642.894 96%|#########6| 240/250 [02:35<00:06, 1.64it/s] CLIP Loss: 640.604 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.006 Total Loss: 640.610 96%|#########6| 241/250 [02:35<00:06, 1.47it/s] CLIP Loss: 642.262 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.005 Total Loss: 642.267 97%|#########6| 242/250 [02:36<00:05, 1.54it/s] CLIP Loss: 642.062 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.004 Total Loss: 642.066 97%|#########7| 243/250 [02:37<00:04, 1.59it/s] CLIP Loss: 641.407 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.003 Total Loss: 641.410 98%|#########7| 244/250 [02:37<00:03, 1.62it/s] CLIP Loss: 639.670 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.002 Total Loss: 639.672 98%|#########8| 245/250 [02:38<00:03, 1.64it/s] CLIP Loss: 642.645 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 642.646 98%|#########8| 246/250 [02:39<00:02, 1.45it/s] CLIP Loss: 640.565 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.001 Total Loss: 640.566 99%|#########8| 247/250 [02:39<00:01, 1.52it/s] CLIP Loss: 641.367 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 641.367 99%|#########9| 248/250 [02:40<00:01, 1.57it/s] CLIP Loss: 645.850 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 645.850 100%|#########9| 249/250 [02:40<00:00, 1.62it/s] CLIP Loss: 646.922 Range Loss: 0.000 TV Loss: 0.000 Saturation Loss: 0.000 Total Loss: 646.922 100%|##########| 250/250 [02:41<00:00, 1.48it/s] 100%|##########| 250/250 [02:41<00:00, 1.55it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bID37k2y7ci7bglxkach3ewnicpteStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of san francisco
- respace
- 250
- tv_scale
- 0
- sat_scale
- "0"
- range_scale
- "50"
- use_magnitude
- use_augmentations
- clip_guidance_scale
- 900
{ "seed": "0", "prompt": "a photo of san francisco", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of san francisco", respace: "250", tv_scale: 0, sat_scale: "0", range_scale: "50", use_magnitude: false, use_augmentations: false, clip_guidance_scale: 900 } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of san francisco", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": 900 } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of san francisco", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of san francisco"' \ -i 'respace="250"' \ -i 'tv_scale=0' \ -i 'sat_scale="0"' \ -i 'range_scale="50"' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale=900'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of san francisco", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T12:32:35.773910Z", "created_at": "2021-10-15T12:30:03.272904Z", "data_removed": false, "error": null, "id": "37k2y7ci7bglxkach3ewnicpte", "input": { "seed": "0", "prompt": "a photo of san francisco", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 797.825\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 797.825\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:49, 1.47it/s]\nCLIP Loss: 782.801\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 782.802\n\n 1%| | 2/250 [00:01<02:27, 1.68it/s]\nCLIP Loss: 782.520\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 782.521\n\n 1%|1 | 3/250 [00:01<02:21, 1.75it/s]\nCLIP Loss: 786.772\tRange Loss: 0.001\tTV Loss: 0.000\tTotal Loss: 786.772\n\n 2%|1 | 4/250 [00:02<02:17, 1.78it/s]\nCLIP Loss: 780.388\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 780.388\n\n 2%|2 | 5/250 [00:02<02:15, 1.81it/s]\nCLIP Loss: 774.333\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 774.334\n\n 2%|2 | 6/250 [00:03<02:29, 1.64it/s]\nCLIP Loss: 774.147\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 774.147\n\n 3%|2 | 7/250 [00:04<02:22, 1.71it/s]\nCLIP Loss: 785.955\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 785.955\n\n 3%|3 | 8/250 [00:04<02:21, 1.72it/s]\nCLIP Loss: 781.311\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 781.311\n\n 4%|3 | 9/250 [00:05<02:18, 1.74it/s]\nCLIP Loss: 774.174\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 774.174\n\n 4%|4 | 10/250 [00:05<02:15, 1.77it/s]\nCLIP Loss: 776.355\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 776.355\n\n 4%|4 | 11/250 [00:06<02:27, 1.62it/s]\nCLIP Loss: 777.467\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 777.467\n\n 5%|4 | 12/250 [00:07<02:21, 1.68it/s]\nCLIP Loss: 782.628\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 782.628\n\n 5%|5 | 13/250 [00:07<02:17, 1.72it/s]\nCLIP Loss: 774.071\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 774.071\n\n 6%|5 | 14/250 [00:08<02:15, 1.75it/s]\nCLIP Loss: 776.582\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 776.582\n\n 6%|6 | 15/250 [00:08<02:13, 1.77it/s]\nCLIP Loss: 783.285\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 783.285\n\n 6%|6 | 16/250 [00:09<02:25, 1.61it/s]\nCLIP Loss: 774.164\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 774.164\n\n 7%|6 | 17/250 [00:10<02:19, 1.67it/s]\nCLIP Loss: 771.586\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 771.586\n\n 7%|7 | 18/250 [00:10<02:15, 1.71it/s]\nCLIP Loss: 771.532\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 771.532\n\n 8%|7 | 19/250 [00:11<02:13, 1.74it/s]\nCLIP Loss: 768.185\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 768.185\n\n 8%|8 | 20/250 [00:11<02:10, 1.77it/s]\nCLIP Loss: 765.474\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 765.474\n\n 8%|8 | 21/250 [00:12<02:22, 1.60it/s]\nCLIP Loss: 765.965\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 765.965\n\n 9%|8 | 22/250 [00:12<02:16, 1.66it/s]\nCLIP Loss: 765.399\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 765.399\n\n 9%|9 | 23/250 [00:13<02:12, 1.71it/s]\nCLIP Loss: 766.927\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 766.927\n\n 10%|9 | 24/250 [00:14<02:09, 1.74it/s]\nCLIP Loss: 763.557\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 763.557\n\n 10%|# | 25/250 [00:14<02:08, 1.75it/s]\nCLIP Loss: 765.909\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 765.909\n\n 10%|# | 26/250 [00:15<02:18, 1.62it/s]\nCLIP Loss: 771.631\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 771.631\n\n 11%|# | 27/250 [00:15<02:12, 1.68it/s]\nCLIP Loss: 767.486\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 767.486\n\n 11%|#1 | 28/250 [00:16<02:09, 1.72it/s]\nCLIP Loss: 765.157\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 765.157\n\n 12%|#1 | 29/250 [00:17<02:07, 1.74it/s]\nCLIP Loss: 758.433\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 758.433\n\n 12%|#2 | 30/250 [00:17<02:05, 1.76it/s]\nCLIP Loss: 759.174\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 759.174\n\n 12%|#2 | 31/250 [00:18<02:20, 1.56it/s]\nCLIP Loss: 762.371\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 762.371\n\n 13%|#2 | 32/250 [00:18<02:15, 1.61it/s]\nCLIP Loss: 756.096\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.096\n\n 13%|#3 | 33/250 [00:19<02:10, 1.66it/s]\nCLIP Loss: 752.810\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 752.810\n\n 14%|#3 | 34/250 [00:20<02:06, 1.71it/s]\nCLIP Loss: 763.960\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 763.960\n\n 14%|#4 | 35/250 [00:20<02:04, 1.73it/s]\nCLIP Loss: 756.558\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.558\n\n 14%|#4 | 36/250 [00:21<02:15, 1.58it/s]\nCLIP Loss: 767.879\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 767.879\n\n 15%|#4 | 37/250 [00:21<02:10, 1.63it/s]\nCLIP Loss: 756.667\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.667\n\n 15%|#5 | 38/250 [00:22<02:08, 1.65it/s]\nCLIP Loss: 758.175\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 758.175\n\n 16%|#5 | 39/250 [00:23<02:04, 1.69it/s]\nCLIP Loss: 756.678\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.678\n\n 16%|#6 | 40/250 [00:23<02:01, 1.73it/s]\nCLIP Loss: 749.718\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 749.718\n\n 16%|#6 | 41/250 [00:24<02:12, 1.58it/s]\nCLIP Loss: 755.319\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 755.319\n\n 17%|#6 | 42/250 [00:24<02:07, 1.64it/s]\nCLIP Loss: 756.088\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.088\n\n 17%|#7 | 43/250 [00:25<02:03, 1.68it/s]\nCLIP Loss: 756.535\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.535\n\n 18%|#7 | 44/250 [00:26<01:59, 1.72it/s]\nCLIP Loss: 759.998\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 759.998\n\n 18%|#8 | 45/250 [00:26<01:58, 1.73it/s]\nCLIP Loss: 754.196\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 754.196\n\n 18%|#8 | 46/250 [00:27<02:11, 1.55it/s]\nCLIP Loss: 752.677\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 752.677\n\n 19%|#8 | 47/250 [00:27<02:05, 1.61it/s]\nCLIP Loss: 753.372\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 753.372\n\n 19%|#9 | 48/250 [00:28<02:01, 1.66it/s]\nCLIP Loss: 762.769\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 762.769\n\n 20%|#9 | 49/250 [00:29<01:57, 1.71it/s]\nCLIP Loss: 767.638\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 767.638\n\n 20%|## | 50/250 [00:29<01:55, 1.73it/s]\nCLIP Loss: 764.981\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 764.981\n\n 20%|## | 51/250 [00:30<02:10, 1.52it/s]\nCLIP Loss: 769.410\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 769.410\n\n 21%|## | 52/250 [00:31<02:03, 1.60it/s]\nCLIP Loss: 756.539\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.539\n\n 21%|##1 | 53/250 [00:31<01:59, 1.65it/s]\nCLIP Loss: 760.192\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 760.192\n\n 22%|##1 | 54/250 [00:32<01:55, 1.70it/s]\nCLIP Loss: 756.951\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.951\n\n 22%|##2 | 55/250 [00:32<01:52, 1.73it/s]\nCLIP Loss: 747.485\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 747.485\n\n 22%|##2 | 56/250 [00:33<02:05, 1.54it/s]\nCLIP Loss: 747.533\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 747.533\n\n 23%|##2 | 57/250 [00:34<01:58, 1.62it/s]\nCLIP Loss: 746.872\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 746.872\n\n 23%|##3 | 58/250 [00:34<01:54, 1.67it/s]\nCLIP Loss: 755.404\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 755.404\n\n 24%|##3 | 59/250 [00:35<01:52, 1.70it/s]\nCLIP Loss: 752.695\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 752.695\n\n 24%|##4 | 60/250 [00:35<01:50, 1.72it/s]\nCLIP Loss: 759.823\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 759.823\n\n 24%|##4 | 61/250 [00:36<02:02, 1.54it/s]\nCLIP Loss: 752.839\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 752.839\n\n 25%|##4 | 62/250 [00:37<01:56, 1.61it/s]\nCLIP Loss: 752.656\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 752.656\n\n 25%|##5 | 63/250 [00:37<01:52, 1.66it/s]\nCLIP Loss: 754.201\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 754.201\n\n 26%|##5 | 64/250 [00:38<01:50, 1.68it/s]\nCLIP Loss: 748.803\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 748.803\n\n 26%|##6 | 65/250 [00:38<01:48, 1.71it/s]\nCLIP Loss: 762.231\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 762.231\n\n 26%|##6 | 66/250 [00:39<02:01, 1.52it/s]\nCLIP Loss: 743.391\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 743.391\n\n 27%|##6 | 67/250 [00:40<01:54, 1.60it/s]\nCLIP Loss: 766.996\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 766.996\n\n 27%|##7 | 68/250 [00:40<01:49, 1.66it/s]\nCLIP Loss: 742.505\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 742.505\n\n 28%|##7 | 69/250 [00:41<01:46, 1.70it/s]\nCLIP Loss: 745.141\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 745.141\n\n 28%|##8 | 70/250 [00:41<01:43, 1.73it/s]\nCLIP Loss: 738.570\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 738.570\n\n 28%|##8 | 71/250 [00:42<01:58, 1.51it/s]\nCLIP Loss: 762.051\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 762.051\n\n 29%|##8 | 72/250 [00:43<01:51, 1.60it/s]\nCLIP Loss: 769.145\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 769.145\n\n 29%|##9 | 73/250 [00:43<01:46, 1.66it/s]\nCLIP Loss: 758.492\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 758.492\n\n 30%|##9 | 74/250 [00:44<01:43, 1.70it/s]\nCLIP Loss: 758.180\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 758.180\n\n 30%|### | 75/250 [00:44<01:41, 1.73it/s]\nCLIP Loss: 759.248\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 759.248\n\n 30%|### | 76/250 [00:45<01:57, 1.48it/s]\nCLIP Loss: 742.746\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 742.746\n\n 31%|### | 77/250 [00:46<01:50, 1.57it/s]\nCLIP Loss: 740.914\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 740.914\n\n 31%|###1 | 78/250 [00:46<01:45, 1.63it/s]\nCLIP Loss: 741.076\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 741.076\n\n 32%|###1 | 79/250 [00:47<01:41, 1.68it/s]\nCLIP Loss: 747.617\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 747.617\n\n 32%|###2 | 80/250 [00:48<01:38, 1.72it/s]\nCLIP Loss: 756.553\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.553\n\n 32%|###2 | 81/250 [00:48<01:51, 1.51it/s]\nCLIP Loss: 743.444\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 743.444\n\n 33%|###2 | 82/250 [00:49<01:45, 1.60it/s]\nCLIP Loss: 740.370\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 740.370\n\n 33%|###3 | 83/250 [00:49<01:41, 1.65it/s]\nCLIP Loss: 743.634\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 743.634\n\n 34%|###3 | 84/250 [00:50<01:38, 1.69it/s]\nCLIP Loss: 738.999\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 738.999\n\n 34%|###4 | 85/250 [00:51<01:35, 1.73it/s]\nCLIP Loss: 751.384\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 751.384\n\n 34%|###4 | 86/250 [00:51<01:48, 1.52it/s]\nCLIP Loss: 748.428\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 748.428\n\n 35%|###4 | 87/250 [00:52<01:41, 1.60it/s]\nCLIP Loss: 748.690\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 748.690\n\n 35%|###5 | 88/250 [00:53<01:37, 1.66it/s]\nCLIP Loss: 737.050\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 737.050\n\n 36%|###5 | 89/250 [00:53<01:34, 1.71it/s]\nCLIP Loss: 743.961\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 743.961\n\n 36%|###6 | 90/250 [00:54<01:31, 1.74it/s]\nCLIP Loss: 740.481\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 740.481\n\n 36%|###6 | 91/250 [00:54<01:44, 1.52it/s]\nCLIP Loss: 731.049\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 731.049\n\n 37%|###6 | 92/250 [00:55<01:40, 1.58it/s]\nCLIP Loss: 725.862\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 725.862\n\n 37%|###7 | 93/250 [00:56<01:35, 1.64it/s]\nCLIP Loss: 728.102\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 728.102\n\n 38%|###7 | 94/250 [00:56<01:33, 1.68it/s]\nCLIP Loss: 740.475\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 740.475\n\n 38%|###8 | 95/250 [00:57<01:30, 1.71it/s]\nCLIP Loss: 731.208\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 731.208\n\n 38%|###8 | 96/250 [00:58<01:43, 1.48it/s]\nCLIP Loss: 726.549\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 726.549\n\n 39%|###8 | 97/250 [00:58<01:37, 1.57it/s]\nCLIP Loss: 727.966\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.966\n\n 39%|###9 | 98/250 [00:59<01:32, 1.64it/s]\nCLIP Loss: 727.143\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.143\n\n 40%|###9 | 99/250 [00:59<01:29, 1.69it/s]\nCLIP Loss: 747.004\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 747.004\n\n 40%|#### | 100/250 [01:00<01:27, 1.71it/s]\nCLIP Loss: 726.190\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 726.190\n\n 40%|#### | 101/250 [01:01<01:40, 1.48it/s]\nCLIP Loss: 727.474\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.474\n\n 41%|#### | 102/250 [01:01<01:34, 1.57it/s]\nCLIP Loss: 716.057\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.057\n\n 41%|####1 | 103/250 [01:02<01:29, 1.64it/s]\nCLIP Loss: 730.738\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 730.738\n\n 42%|####1 | 104/250 [01:02<01:26, 1.69it/s]\nCLIP Loss: 728.430\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 728.430\n\n 42%|####2 | 105/250 [01:03<01:23, 1.73it/s]\nCLIP Loss: 718.554\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 718.554\n\n 42%|####2 | 106/250 [01:04<01:35, 1.51it/s]\nCLIP Loss: 712.479\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.479\n\n 43%|####2 | 107/250 [01:04<01:29, 1.60it/s]\nCLIP Loss: 711.883\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.883\n\n 43%|####3 | 108/250 [01:05<01:25, 1.66it/s]\nCLIP Loss: 709.940\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.940\n\n 44%|####3 | 109/250 [01:05<01:22, 1.70it/s]\nCLIP Loss: 706.771\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.771\n\n 44%|####4 | 110/250 [01:06<01:20, 1.73it/s]\nCLIP Loss: 705.096\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.096\n\n 44%|####4 | 111/250 [01:07<01:29, 1.55it/s]\nCLIP Loss: 702.764\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.764\n\n 45%|####4 | 112/250 [01:07<01:24, 1.63it/s]\nCLIP Loss: 701.134\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.134\n\n 45%|####5 | 113/250 [01:08<01:21, 1.67it/s]\nCLIP Loss: 702.404\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.404\n\n 46%|####5 | 114/250 [01:08<01:19, 1.72it/s]\nCLIP Loss: 699.631\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.631\n\n 46%|####6 | 115/250 [01:09<01:17, 1.75it/s]\nCLIP Loss: 696.734\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.734\n\n 46%|####6 | 116/250 [01:10<01:26, 1.55it/s]\nCLIP Loss: 701.099\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.099\n\n 47%|####6 | 117/250 [01:10<01:21, 1.63it/s]\nCLIP Loss: 701.569\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.569\n\n 47%|####7 | 118/250 [01:11<01:18, 1.69it/s]\nCLIP Loss: 701.893\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.893\n\n 48%|####7 | 119/250 [01:11<01:15, 1.72it/s]\nCLIP Loss: 699.667\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.667\n\n 48%|####8 | 120/250 [01:12<01:14, 1.74it/s]\nCLIP Loss: 697.520\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.520\n\n 48%|####8 | 121/250 [01:13<01:24, 1.52it/s]\nCLIP Loss: 696.368\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.368\n\n 49%|####8 | 122/250 [01:13<01:19, 1.60it/s]\nCLIP Loss: 703.973\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 703.973\n\n 49%|####9 | 123/250 [01:14<01:16, 1.66it/s]\nCLIP Loss: 700.238\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.238\n\n 50%|####9 | 124/250 [01:14<01:14, 1.70it/s]\nCLIP Loss: 696.735\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.735\n\n 50%|##### | 125/250 [01:15<01:12, 1.73it/s]\nCLIP Loss: 696.627\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.627\n\n 50%|##### | 126/250 [01:16<01:20, 1.54it/s]\nCLIP Loss: 693.842\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.842\n\n 51%|##### | 127/250 [01:16<01:15, 1.62it/s]\nCLIP Loss: 697.158\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.158\n\n 51%|#####1 | 128/250 [01:17<01:12, 1.68it/s]\nCLIP Loss: 692.776\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.776\n\n 52%|#####1 | 129/250 [01:17<01:10, 1.72it/s]\nCLIP Loss: 695.596\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.596\n\n 52%|#####2 | 130/250 [01:18<01:08, 1.75it/s]\nCLIP Loss: 694.958\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.958\n\n 52%|#####2 | 131/250 [01:19<01:15, 1.57it/s]\nCLIP Loss: 696.721\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.721\n\n 53%|#####2 | 132/250 [01:19<01:12, 1.64it/s]\nCLIP Loss: 692.862\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.862\n\n 53%|#####3 | 133/250 [01:20<01:09, 1.69it/s]\nCLIP Loss: 695.011\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.011\n\n 54%|#####3 | 134/250 [01:20<01:07, 1.73it/s]\nCLIP Loss: 697.121\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.121\n\n 54%|#####4 | 135/250 [01:21<01:05, 1.76it/s]\nCLIP Loss: 694.494\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.494\n\n 54%|#####4 | 136/250 [01:22<01:12, 1.57it/s]\nCLIP Loss: 701.235\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.235\n\n 55%|#####4 | 137/250 [01:22<01:08, 1.64it/s]\nCLIP Loss: 695.728\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.728\n\n 55%|#####5 | 138/250 [01:23<01:06, 1.69it/s]\nCLIP Loss: 694.296\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.296\n\n 56%|#####5 | 139/250 [01:23<01:04, 1.73it/s]\nCLIP Loss: 694.155\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.155\n\n 56%|#####6 | 140/250 [01:24<01:02, 1.75it/s]\nCLIP Loss: 687.983\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.983\n\n 56%|#####6 | 141/250 [01:25<01:08, 1.58it/s]\nCLIP Loss: 684.152\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.152\n\n 57%|#####6 | 142/250 [01:25<01:05, 1.65it/s]\nCLIP Loss: 692.809\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.809\n\n 57%|#####7 | 143/250 [01:26<01:03, 1.70it/s]\nCLIP Loss: 685.796\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.796\n\n 58%|#####7 | 144/250 [01:26<01:01, 1.73it/s]\nCLIP Loss: 688.729\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.729\n\n 58%|#####8 | 145/250 [01:27<00:59, 1.76it/s]\nCLIP Loss: 685.064\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.064\n\n 58%|#####8 | 146/250 [01:28<01:06, 1.56it/s]\nCLIP Loss: 685.895\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.895\n\n 59%|#####8 | 147/250 [01:28<01:02, 1.64it/s]\nCLIP Loss: 693.123\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.123\n\n 59%|#####9 | 148/250 [01:29<01:00, 1.69it/s]\nCLIP Loss: 689.345\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.345\n\n 60%|#####9 | 149/250 [01:29<00:58, 1.73it/s]\nCLIP Loss: 690.333\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.333\n\n 60%|###### | 150/250 [01:30<00:56, 1.76it/s]\nCLIP Loss: 686.782\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.782\n\n 60%|###### | 151/250 [01:31<01:02, 1.60it/s]\nCLIP Loss: 691.422\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.422\n\n 61%|###### | 152/250 [01:31<00:58, 1.66it/s]\nCLIP Loss: 688.812\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.812\n\n 61%|######1 | 153/250 [01:32<00:56, 1.71it/s]\nCLIP Loss: 687.125\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.125\n\n 62%|######1 | 154/250 [01:32<00:54, 1.75it/s]\nCLIP Loss: 690.716\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.716\n\n 62%|######2 | 155/250 [01:33<00:53, 1.77it/s]\nCLIP Loss: 686.717\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.717\n\n 62%|######2 | 156/250 [01:34<00:58, 1.61it/s]\nCLIP Loss: 681.553\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 681.553\n\n 63%|######2 | 157/250 [01:34<00:55, 1.68it/s]\nCLIP Loss: 682.359\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 682.359\n\n 63%|######3 | 158/250 [01:35<00:53, 1.71it/s]\nCLIP Loss: 683.974\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.974\n\n 64%|######3 | 159/250 [01:35<00:52, 1.73it/s]\nCLIP Loss: 691.432\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.432\n\n 64%|######4 | 160/250 [01:36<00:51, 1.76it/s]\nCLIP Loss: 685.710\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.710\n\n 64%|######4 | 161/250 [01:37<00:55, 1.60it/s]\nCLIP Loss: 685.623\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.623\n\n 65%|######4 | 162/250 [01:37<00:52, 1.67it/s]\nCLIP Loss: 684.047\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.047\n\n 65%|######5 | 163/250 [01:38<00:51, 1.71it/s]\nCLIP Loss: 690.270\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.270\n\n 66%|######5 | 164/250 [01:38<00:49, 1.74it/s]\nCLIP Loss: 685.689\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.689\n\n 66%|######6 | 165/250 [01:39<00:48, 1.76it/s]\nCLIP Loss: 687.055\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.055\n\n 66%|######6 | 166/250 [01:40<00:53, 1.58it/s]\nCLIP Loss: 686.437\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.437\n\n 67%|######6 | 167/250 [01:40<00:50, 1.65it/s]\nCLIP Loss: 685.499\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.499\n\n 67%|######7 | 168/250 [01:41<00:48, 1.70it/s]\nCLIP Loss: 688.180\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.180\n\n 68%|######7 | 169/250 [01:41<00:46, 1.73it/s]\nCLIP Loss: 684.644\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.644\n\n 68%|######8 | 170/250 [01:42<00:45, 1.76it/s]\nCLIP Loss: 686.731\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.731\n\n 68%|######8 | 171/250 [01:43<00:49, 1.60it/s]\nCLIP Loss: 685.271\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.271\n\n 69%|######8 | 172/250 [01:43<00:46, 1.66it/s]\nCLIP Loss: 684.741\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.741\n\n 69%|######9 | 173/250 [01:44<00:45, 1.71it/s]\nCLIP Loss: 684.338\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.338\n\n 70%|######9 | 174/250 [01:44<00:43, 1.74it/s]\nCLIP Loss: 684.826\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.826\n\n 70%|####### | 175/250 [01:45<00:42, 1.76it/s]\nCLIP Loss: 690.895\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.895\n\n 70%|####### | 176/250 [01:45<00:46, 1.59it/s]\nCLIP Loss: 687.462\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.462\n\n 71%|####### | 177/250 [01:46<00:44, 1.65it/s]\nCLIP Loss: 687.406\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.406\n\n 71%|#######1 | 178/250 [01:47<00:42, 1.70it/s]\nCLIP Loss: 687.436\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.436\n\n 72%|#######1 | 179/250 [01:47<00:40, 1.74it/s]\nCLIP Loss: 689.988\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.988\n\n 72%|#######2 | 180/250 [01:48<00:39, 1.76it/s]\nCLIP Loss: 689.694\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.694\n\n 72%|#######2 | 181/250 [01:48<00:43, 1.58it/s]\nCLIP Loss: 694.561\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.561\n\n 73%|#######2 | 182/250 [01:49<00:41, 1.64it/s]\nCLIP Loss: 695.556\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.556\n\n 73%|#######3 | 183/250 [01:50<00:39, 1.69it/s]\nCLIP Loss: 695.128\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.128\n\n 74%|#######3 | 184/250 [01:50<00:37, 1.74it/s]\nCLIP Loss: 690.587\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.587\n\n 74%|#######4 | 185/250 [01:51<00:36, 1.76it/s]\nCLIP Loss: 690.047\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.047\n\n 74%|#######4 | 186/250 [01:51<00:39, 1.60it/s]\nCLIP Loss: 688.757\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.757\n\n 75%|#######4 | 187/250 [01:52<00:37, 1.67it/s]\nCLIP Loss: 687.840\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.840\n\n 75%|#######5 | 188/250 [01:53<00:36, 1.71it/s]\nCLIP Loss: 685.962\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.962\n\n 76%|#######5 | 189/250 [01:53<00:35, 1.74it/s]\nCLIP Loss: 689.652\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.652\n\n 76%|#######6 | 190/250 [01:54<00:34, 1.76it/s]\nCLIP Loss: 686.044\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.044\n\n 76%|#######6 | 191/250 [01:54<00:37, 1.59it/s]\nCLIP Loss: 689.147\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.147\n\n 77%|#######6 | 192/250 [01:55<00:35, 1.66it/s]\nCLIP Loss: 687.217\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.217\n\n 77%|#######7 | 193/250 [01:55<00:33, 1.70it/s]\nCLIP Loss: 688.129\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.129\n\n 78%|#######7 | 194/250 [01:56<00:32, 1.73it/s]\nCLIP Loss: 689.447\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.447\n\n 78%|#######8 | 195/250 [01:57<00:31, 1.75it/s]\nCLIP Loss: 690.478\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.478\n\n 78%|#######8 | 196/250 [01:57<00:33, 1.60it/s]\nCLIP Loss: 687.752\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.752\n\n 79%|#######8 | 197/250 [01:58<00:31, 1.66it/s]\nCLIP Loss: 692.226\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.226\n\n 79%|#######9 | 198/250 [01:58<00:30, 1.71it/s]\nCLIP Loss: 690.895\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.895\n\n 80%|#######9 | 199/250 [01:59<00:29, 1.74it/s]\nCLIP Loss: 689.985\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.985\n\n 80%|######## | 200/250 [02:00<00:28, 1.76it/s]\nCLIP Loss: 690.831\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.831\n\n 80%|######## | 201/250 [02:00<00:30, 1.60it/s]\nCLIP Loss: 687.410\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.410\n\n 81%|######## | 202/250 [02:01<00:28, 1.66it/s]\nCLIP Loss: 693.126\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.126\n\n 81%|########1 | 203/250 [02:01<00:27, 1.71it/s]\nCLIP Loss: 690.534\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.534\n\n 82%|########1 | 204/250 [02:02<00:26, 1.75it/s]\nCLIP Loss: 687.835\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.835\n\n 82%|########2 | 205/250 [02:02<00:25, 1.78it/s]\nCLIP Loss: 690.953\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.953\n\n 82%|########2 | 206/250 [02:03<00:27, 1.62it/s]\nCLIP Loss: 690.481\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.481\n\n 83%|########2 | 207/250 [02:04<00:25, 1.67it/s]\nCLIP Loss: 688.441\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.441\n\n 83%|########3 | 208/250 [02:04<00:24, 1.69it/s]\nCLIP Loss: 686.576\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.576\n\n 84%|########3 | 209/250 [02:05<00:23, 1.73it/s]\nCLIP Loss: 688.831\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.831\n\n 84%|########4 | 210/250 [02:05<00:22, 1.76it/s]\nCLIP Loss: 689.140\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.140\n\n 84%|########4 | 211/250 [02:06<00:24, 1.61it/s]\nCLIP Loss: 690.805\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.805\n\n 85%|########4 | 212/250 [02:07<00:22, 1.67it/s]\nCLIP Loss: 690.794\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.794\n\n 85%|########5 | 213/250 [02:07<00:21, 1.71it/s]\nCLIP Loss: 688.768\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.768\n\n 86%|########5 | 214/250 [02:08<00:20, 1.73it/s]\nCLIP Loss: 691.808\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.808\n\n 86%|########6 | 215/250 [02:08<00:19, 1.76it/s]\nCLIP Loss: 698.477\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.477\n\n 86%|########6 | 216/250 [02:09<00:21, 1.60it/s]\nCLIP Loss: 689.985\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.985\n\n 87%|########6 | 217/250 [02:10<00:19, 1.65it/s]\nCLIP Loss: 690.236\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.236\n\n 87%|########7 | 218/250 [02:10<00:18, 1.69it/s]\nCLIP Loss: 688.608\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.608\n\n 88%|########7 | 219/250 [02:11<00:17, 1.72it/s]\nCLIP Loss: 689.873\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.873\n\n 88%|########8 | 220/250 [02:11<00:17, 1.74it/s]\nCLIP Loss: 690.383\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.383\n\n 88%|########8 | 221/250 [02:12<00:18, 1.59it/s]\nCLIP Loss: 688.723\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.723\n\n 89%|########8 | 222/250 [02:13<00:17, 1.64it/s]\nCLIP Loss: 690.773\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.773\n\n 89%|########9 | 223/250 [02:13<00:15, 1.70it/s]\nCLIP Loss: 690.283\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.283\n\n 90%|########9 | 224/250 [02:14<00:15, 1.73it/s]\nCLIP Loss: 688.653\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.653\n\n 90%|######### | 225/250 [02:14<00:14, 1.76it/s]\nCLIP Loss: 693.489\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.489\n\n 90%|######### | 226/250 [02:15<00:15, 1.59it/s]\nCLIP Loss: 692.488\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.488\n\n 91%|######### | 227/250 [02:16<00:13, 1.66it/s]\nCLIP Loss: 688.870\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.870\n\n 91%|#########1| 228/250 [02:16<00:12, 1.69it/s]\nCLIP Loss: 689.156\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.156\n\n 92%|#########1| 229/250 [02:17<00:12, 1.73it/s]\nCLIP Loss: 690.481\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.481\n\n 92%|#########2| 230/250 [02:17<00:11, 1.76it/s]\nCLIP Loss: 689.224\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.224\n\n 92%|#########2| 231/250 [02:18<00:11, 1.61it/s]\nCLIP Loss: 689.255\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 689.255\n\n 93%|#########2| 232/250 [02:19<00:10, 1.66it/s]\nCLIP Loss: 687.664\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 687.664\n\n 93%|#########3| 233/250 [02:19<00:09, 1.70it/s]\nCLIP Loss: 683.272\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.272\n\n 94%|#########3| 234/250 [02:20<00:09, 1.74it/s]\nCLIP Loss: 686.549\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.549\n\n 94%|#########3| 235/250 [02:20<00:08, 1.76it/s]\nCLIP Loss: 695.147\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.147\n\n 94%|#########4| 236/250 [02:21<00:09, 1.55it/s]\nCLIP Loss: 690.457\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.457\n\n 95%|#########4| 237/250 [02:22<00:08, 1.61it/s]\nCLIP Loss: 691.705\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.705\n\n 95%|#########5| 238/250 [02:22<00:07, 1.66it/s]\nCLIP Loss: 693.655\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.655\n\n 96%|#########5| 239/250 [02:23<00:06, 1.71it/s]\nCLIP Loss: 692.506\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.506\n\n 96%|#########6| 240/250 [02:23<00:05, 1.75it/s]\nCLIP Loss: 692.697\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 692.697\n\n 96%|#########6| 241/250 [02:24<00:06, 1.50it/s]\nCLIP Loss: 690.485\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.485\n\n 97%|#########6| 242/250 [02:25<00:05, 1.58it/s]\nCLIP Loss: 690.945\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.945\n\n 97%|#########7| 243/250 [02:25<00:04, 1.64it/s]\nCLIP Loss: 691.884\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.884\n\n 98%|#########7| 244/250 [02:26<00:03, 1.68it/s]\nCLIP Loss: 691.927\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.927\n\n 98%|#########8| 245/250 [02:26<00:02, 1.72it/s]\nCLIP Loss: 691.951\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.951\n\n 98%|#########8| 246/250 [02:27<00:02, 1.54it/s]\nCLIP Loss: 694.739\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.739\n\n 99%|#########8| 247/250 [02:28<00:01, 1.61it/s]\nCLIP Loss: 695.517\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 695.517\n\n 99%|#########9| 248/250 [02:28<00:01, 1.67it/s]\nCLIP Loss: 699.598\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.598\n\n100%|#########9| 249/250 [02:29<00:00, 1.72it/s]\nCLIP Loss: 696.226\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 696.226\n\n100%|##########| 250/250 [02:30<00:00, 1.56it/s]\n\n100%|##########| 250/250 [02:30<00:00, 1.66it/s]", "metrics": { "total_time": 152.501006 }, "output": [ { "file": "https://replicate.delivery/mgxm/b7758562-d52d-42a1-9dad-121a22423398/0000.png" }, { "file": "https://replicate.delivery/mgxm/f392ccd3-cba7-4160-b0fc-7af00b37aea9/0005.png" }, { "file": "https://replicate.delivery/mgxm/a479dabf-4b45-4732-aa4f-b4d5c6ea73b0/0010.png" }, { "file": "https://replicate.delivery/mgxm/436d9e34-5d83-49b5-8826-567f140c5c65/0015.png" }, { "file": "https://replicate.delivery/mgxm/6b1d78f8-2a86-49ce-a3d9-40022b1e1039/0020.png" }, { "file": "https://replicate.delivery/mgxm/c3e0dc6c-141a-457a-86f4-0f550fdac458/0025.png" }, { "file": "https://replicate.delivery/mgxm/9b8196e1-2431-4355-b01a-304c9447dc07/0030.png" }, { "file": 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"https://replicate.delivery/mgxm/4698877e-3216-408e-bc40-0eb61cd1b67a/0185.png" }, { "file": "https://replicate.delivery/mgxm/9f646328-8cb0-471b-94ba-18818bcb6180/0190.png" }, { "file": "https://replicate.delivery/mgxm/f1f447e6-59fc-43ee-96bb-9bc008dc9ae2/0195.png" }, { "file": "https://replicate.delivery/mgxm/ad73b13b-3710-4ecb-8a0f-7218e24cc4b7/0200.png" }, { "file": "https://replicate.delivery/mgxm/fae06060-c44b-44e2-a1cf-2afc54c82a0c/0205.png" }, { "file": "https://replicate.delivery/mgxm/57ad405e-42d1-426c-96d5-80624650bc01/0210.png" }, { "file": "https://replicate.delivery/mgxm/e39d4317-98de-4e78-8873-0588b518f486/0215.png" }, { "file": "https://replicate.delivery/mgxm/98d09dd6-e041-4dc8-a999-9a6f2eca1d5e/0220.png" }, { "file": "https://replicate.delivery/mgxm/7dc22ab6-72c8-48e5-9483-ef8a04161807/0225.png" }, { "file": "https://replicate.delivery/mgxm/21e25ddd-9e36-4e08-973a-5919cbb9e253/0230.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 797.825 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 797.825 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:49, 1.47it/s] CLIP Loss: 782.801 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 782.802 1%| | 2/250 [00:01<02:27, 1.68it/s] CLIP Loss: 782.520 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 782.521 1%|1 | 3/250 [00:01<02:21, 1.75it/s] CLIP Loss: 786.772 Range Loss: 0.001 TV Loss: 0.000 Total Loss: 786.772 2%|1 | 4/250 [00:02<02:17, 1.78it/s] CLIP Loss: 780.388 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 780.388 2%|2 | 5/250 [00:02<02:15, 1.81it/s] CLIP Loss: 774.333 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 774.334 2%|2 | 6/250 [00:03<02:29, 1.64it/s] CLIP Loss: 774.147 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 774.147 3%|2 | 7/250 [00:04<02:22, 1.71it/s] CLIP Loss: 785.955 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 785.955 3%|3 | 8/250 [00:04<02:21, 1.72it/s] CLIP Loss: 781.311 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 781.311 4%|3 | 9/250 [00:05<02:18, 1.74it/s] CLIP Loss: 774.174 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 774.174 4%|4 | 10/250 [00:05<02:15, 1.77it/s] CLIP Loss: 776.355 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 776.355 4%|4 | 11/250 [00:06<02:27, 1.62it/s] CLIP Loss: 777.467 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 777.467 5%|4 | 12/250 [00:07<02:21, 1.68it/s] CLIP Loss: 782.628 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 782.628 5%|5 | 13/250 [00:07<02:17, 1.72it/s] CLIP Loss: 774.071 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 774.071 6%|5 | 14/250 [00:08<02:15, 1.75it/s] CLIP Loss: 776.582 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 776.582 6%|6 | 15/250 [00:08<02:13, 1.77it/s] CLIP Loss: 783.285 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 783.285 6%|6 | 16/250 [00:09<02:25, 1.61it/s] CLIP Loss: 774.164 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 774.164 7%|6 | 17/250 [00:10<02:19, 1.67it/s] CLIP Loss: 771.586 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 771.586 7%|7 | 18/250 [00:10<02:15, 1.71it/s] CLIP Loss: 771.532 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 771.532 8%|7 | 19/250 [00:11<02:13, 1.74it/s] CLIP Loss: 768.185 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 768.185 8%|8 | 20/250 [00:11<02:10, 1.77it/s] CLIP Loss: 765.474 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 765.474 8%|8 | 21/250 [00:12<02:22, 1.60it/s] CLIP Loss: 765.965 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 765.965 9%|8 | 22/250 [00:12<02:16, 1.66it/s] CLIP Loss: 765.399 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 765.399 9%|9 | 23/250 [00:13<02:12, 1.71it/s] CLIP Loss: 766.927 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 766.927 10%|9 | 24/250 [00:14<02:09, 1.74it/s] CLIP Loss: 763.557 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 763.557 10%|# | 25/250 [00:14<02:08, 1.75it/s] CLIP Loss: 765.909 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 765.909 10%|# | 26/250 [00:15<02:18, 1.62it/s] CLIP Loss: 771.631 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 771.631 11%|# | 27/250 [00:15<02:12, 1.68it/s] CLIP Loss: 767.486 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 767.486 11%|#1 | 28/250 [00:16<02:09, 1.72it/s] CLIP Loss: 765.157 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 765.157 12%|#1 | 29/250 [00:17<02:07, 1.74it/s] CLIP Loss: 758.433 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 758.433 12%|#2 | 30/250 [00:17<02:05, 1.76it/s] CLIP Loss: 759.174 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 759.174 12%|#2 | 31/250 [00:18<02:20, 1.56it/s] CLIP Loss: 762.371 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 762.371 13%|#2 | 32/250 [00:18<02:15, 1.61it/s] CLIP Loss: 756.096 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.096 13%|#3 | 33/250 [00:19<02:10, 1.66it/s] CLIP Loss: 752.810 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 752.810 14%|#3 | 34/250 [00:20<02:06, 1.71it/s] CLIP Loss: 763.960 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 763.960 14%|#4 | 35/250 [00:20<02:04, 1.73it/s] CLIP Loss: 756.558 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.558 14%|#4 | 36/250 [00:21<02:15, 1.58it/s] CLIP Loss: 767.879 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 767.879 15%|#4 | 37/250 [00:21<02:10, 1.63it/s] CLIP Loss: 756.667 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.667 15%|#5 | 38/250 [00:22<02:08, 1.65it/s] CLIP Loss: 758.175 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 758.175 16%|#5 | 39/250 [00:23<02:04, 1.69it/s] CLIP Loss: 756.678 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.678 16%|#6 | 40/250 [00:23<02:01, 1.73it/s] CLIP Loss: 749.718 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 749.718 16%|#6 | 41/250 [00:24<02:12, 1.58it/s] CLIP Loss: 755.319 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 755.319 17%|#6 | 42/250 [00:24<02:07, 1.64it/s] CLIP Loss: 756.088 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.088 17%|#7 | 43/250 [00:25<02:03, 1.68it/s] CLIP Loss: 756.535 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.535 18%|#7 | 44/250 [00:26<01:59, 1.72it/s] CLIP Loss: 759.998 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 759.998 18%|#8 | 45/250 [00:26<01:58, 1.73it/s] CLIP Loss: 754.196 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 754.196 18%|#8 | 46/250 [00:27<02:11, 1.55it/s] CLIP Loss: 752.677 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 752.677 19%|#8 | 47/250 [00:27<02:05, 1.61it/s] CLIP Loss: 753.372 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 753.372 19%|#9 | 48/250 [00:28<02:01, 1.66it/s] CLIP Loss: 762.769 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 762.769 20%|#9 | 49/250 [00:29<01:57, 1.71it/s] CLIP Loss: 767.638 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 767.638 20%|## | 50/250 [00:29<01:55, 1.73it/s] CLIP Loss: 764.981 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 764.981 20%|## | 51/250 [00:30<02:10, 1.52it/s] CLIP Loss: 769.410 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 769.410 21%|## | 52/250 [00:31<02:03, 1.60it/s] CLIP Loss: 756.539 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.539 21%|##1 | 53/250 [00:31<01:59, 1.65it/s] CLIP Loss: 760.192 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 760.192 22%|##1 | 54/250 [00:32<01:55, 1.70it/s] CLIP Loss: 756.951 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.951 22%|##2 | 55/250 [00:32<01:52, 1.73it/s] CLIP Loss: 747.485 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 747.485 22%|##2 | 56/250 [00:33<02:05, 1.54it/s] CLIP Loss: 747.533 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 747.533 23%|##2 | 57/250 [00:34<01:58, 1.62it/s] CLIP Loss: 746.872 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 746.872 23%|##3 | 58/250 [00:34<01:54, 1.67it/s] CLIP Loss: 755.404 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 755.404 24%|##3 | 59/250 [00:35<01:52, 1.70it/s] CLIP Loss: 752.695 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 752.695 24%|##4 | 60/250 [00:35<01:50, 1.72it/s] CLIP Loss: 759.823 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 759.823 24%|##4 | 61/250 [00:36<02:02, 1.54it/s] CLIP Loss: 752.839 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 752.839 25%|##4 | 62/250 [00:37<01:56, 1.61it/s] CLIP Loss: 752.656 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 752.656 25%|##5 | 63/250 [00:37<01:52, 1.66it/s] CLIP Loss: 754.201 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 754.201 26%|##5 | 64/250 [00:38<01:50, 1.68it/s] CLIP Loss: 748.803 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 748.803 26%|##6 | 65/250 [00:38<01:48, 1.71it/s] CLIP Loss: 762.231 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 762.231 26%|##6 | 66/250 [00:39<02:01, 1.52it/s] CLIP Loss: 743.391 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 743.391 27%|##6 | 67/250 [00:40<01:54, 1.60it/s] CLIP Loss: 766.996 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 766.996 27%|##7 | 68/250 [00:40<01:49, 1.66it/s] CLIP Loss: 742.505 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 742.505 28%|##7 | 69/250 [00:41<01:46, 1.70it/s] CLIP Loss: 745.141 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 745.141 28%|##8 | 70/250 [00:41<01:43, 1.73it/s] CLIP Loss: 738.570 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 738.570 28%|##8 | 71/250 [00:42<01:58, 1.51it/s] CLIP Loss: 762.051 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 762.051 29%|##8 | 72/250 [00:43<01:51, 1.60it/s] CLIP Loss: 769.145 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 769.145 29%|##9 | 73/250 [00:43<01:46, 1.66it/s] CLIP Loss: 758.492 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 758.492 30%|##9 | 74/250 [00:44<01:43, 1.70it/s] CLIP Loss: 758.180 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 758.180 30%|### | 75/250 [00:44<01:41, 1.73it/s] CLIP Loss: 759.248 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 759.248 30%|### | 76/250 [00:45<01:57, 1.48it/s] CLIP Loss: 742.746 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 742.746 31%|### | 77/250 [00:46<01:50, 1.57it/s] CLIP Loss: 740.914 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 740.914 31%|###1 | 78/250 [00:46<01:45, 1.63it/s] CLIP Loss: 741.076 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 741.076 32%|###1 | 79/250 [00:47<01:41, 1.68it/s] CLIP Loss: 747.617 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 747.617 32%|###2 | 80/250 [00:48<01:38, 1.72it/s] CLIP Loss: 756.553 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.553 32%|###2 | 81/250 [00:48<01:51, 1.51it/s] CLIP Loss: 743.444 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 743.444 33%|###2 | 82/250 [00:49<01:45, 1.60it/s] CLIP Loss: 740.370 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 740.370 33%|###3 | 83/250 [00:49<01:41, 1.65it/s] CLIP Loss: 743.634 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 743.634 34%|###3 | 84/250 [00:50<01:38, 1.69it/s] CLIP Loss: 738.999 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 738.999 34%|###4 | 85/250 [00:51<01:35, 1.73it/s] CLIP Loss: 751.384 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 751.384 34%|###4 | 86/250 [00:51<01:48, 1.52it/s] CLIP Loss: 748.428 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 748.428 35%|###4 | 87/250 [00:52<01:41, 1.60it/s] CLIP Loss: 748.690 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 748.690 35%|###5 | 88/250 [00:53<01:37, 1.66it/s] CLIP Loss: 737.050 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 737.050 36%|###5 | 89/250 [00:53<01:34, 1.71it/s] CLIP Loss: 743.961 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 743.961 36%|###6 | 90/250 [00:54<01:31, 1.74it/s] CLIP Loss: 740.481 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 740.481 36%|###6 | 91/250 [00:54<01:44, 1.52it/s] CLIP Loss: 731.049 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 731.049 37%|###6 | 92/250 [00:55<01:40, 1.58it/s] CLIP Loss: 725.862 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 725.862 37%|###7 | 93/250 [00:56<01:35, 1.64it/s] CLIP Loss: 728.102 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 728.102 38%|###7 | 94/250 [00:56<01:33, 1.68it/s] CLIP Loss: 740.475 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 740.475 38%|###8 | 95/250 [00:57<01:30, 1.71it/s] CLIP Loss: 731.208 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 731.208 38%|###8 | 96/250 [00:58<01:43, 1.48it/s] CLIP Loss: 726.549 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 726.549 39%|###8 | 97/250 [00:58<01:37, 1.57it/s] CLIP Loss: 727.966 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.966 39%|###9 | 98/250 [00:59<01:32, 1.64it/s] CLIP Loss: 727.143 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.143 40%|###9 | 99/250 [00:59<01:29, 1.69it/s] CLIP Loss: 747.004 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 747.004 40%|#### | 100/250 [01:00<01:27, 1.71it/s] CLIP Loss: 726.190 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 726.190 40%|#### | 101/250 [01:01<01:40, 1.48it/s] CLIP Loss: 727.474 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.474 41%|#### | 102/250 [01:01<01:34, 1.57it/s] CLIP Loss: 716.057 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.057 41%|####1 | 103/250 [01:02<01:29, 1.64it/s] CLIP Loss: 730.738 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 730.738 42%|####1 | 104/250 [01:02<01:26, 1.69it/s] CLIP Loss: 728.430 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 728.430 42%|####2 | 105/250 [01:03<01:23, 1.73it/s] CLIP Loss: 718.554 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 718.554 42%|####2 | 106/250 [01:04<01:35, 1.51it/s] CLIP Loss: 712.479 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.479 43%|####2 | 107/250 [01:04<01:29, 1.60it/s] CLIP Loss: 711.883 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.883 43%|####3 | 108/250 [01:05<01:25, 1.66it/s] CLIP Loss: 709.940 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.940 44%|####3 | 109/250 [01:05<01:22, 1.70it/s] CLIP Loss: 706.771 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.771 44%|####4 | 110/250 [01:06<01:20, 1.73it/s] CLIP Loss: 705.096 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.096 44%|####4 | 111/250 [01:07<01:29, 1.55it/s] CLIP Loss: 702.764 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.764 45%|####4 | 112/250 [01:07<01:24, 1.63it/s] CLIP Loss: 701.134 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.134 45%|####5 | 113/250 [01:08<01:21, 1.67it/s] CLIP Loss: 702.404 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.404 46%|####5 | 114/250 [01:08<01:19, 1.72it/s] CLIP Loss: 699.631 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.631 46%|####6 | 115/250 [01:09<01:17, 1.75it/s] CLIP Loss: 696.734 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.734 46%|####6 | 116/250 [01:10<01:26, 1.55it/s] CLIP Loss: 701.099 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.099 47%|####6 | 117/250 [01:10<01:21, 1.63it/s] CLIP Loss: 701.569 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.569 47%|####7 | 118/250 [01:11<01:18, 1.69it/s] CLIP Loss: 701.893 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.893 48%|####7 | 119/250 [01:11<01:15, 1.72it/s] CLIP Loss: 699.667 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.667 48%|####8 | 120/250 [01:12<01:14, 1.74it/s] CLIP Loss: 697.520 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.520 48%|####8 | 121/250 [01:13<01:24, 1.52it/s] CLIP Loss: 696.368 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.368 49%|####8 | 122/250 [01:13<01:19, 1.60it/s] CLIP Loss: 703.973 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 703.973 49%|####9 | 123/250 [01:14<01:16, 1.66it/s] CLIP Loss: 700.238 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.238 50%|####9 | 124/250 [01:14<01:14, 1.70it/s] CLIP Loss: 696.735 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.735 50%|##### | 125/250 [01:15<01:12, 1.73it/s] CLIP Loss: 696.627 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.627 50%|##### | 126/250 [01:16<01:20, 1.54it/s] CLIP Loss: 693.842 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.842 51%|##### | 127/250 [01:16<01:15, 1.62it/s] CLIP Loss: 697.158 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.158 51%|#####1 | 128/250 [01:17<01:12, 1.68it/s] CLIP Loss: 692.776 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.776 52%|#####1 | 129/250 [01:17<01:10, 1.72it/s] CLIP Loss: 695.596 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.596 52%|#####2 | 130/250 [01:18<01:08, 1.75it/s] CLIP Loss: 694.958 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.958 52%|#####2 | 131/250 [01:19<01:15, 1.57it/s] CLIP Loss: 696.721 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.721 53%|#####2 | 132/250 [01:19<01:12, 1.64it/s] CLIP Loss: 692.862 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.862 53%|#####3 | 133/250 [01:20<01:09, 1.69it/s] CLIP Loss: 695.011 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.011 54%|#####3 | 134/250 [01:20<01:07, 1.73it/s] CLIP Loss: 697.121 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.121 54%|#####4 | 135/250 [01:21<01:05, 1.76it/s] CLIP Loss: 694.494 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.494 54%|#####4 | 136/250 [01:22<01:12, 1.57it/s] CLIP Loss: 701.235 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.235 55%|#####4 | 137/250 [01:22<01:08, 1.64it/s] CLIP Loss: 695.728 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.728 55%|#####5 | 138/250 [01:23<01:06, 1.69it/s] CLIP Loss: 694.296 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.296 56%|#####5 | 139/250 [01:23<01:04, 1.73it/s] CLIP Loss: 694.155 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.155 56%|#####6 | 140/250 [01:24<01:02, 1.75it/s] CLIP Loss: 687.983 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.983 56%|#####6 | 141/250 [01:25<01:08, 1.58it/s] CLIP Loss: 684.152 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.152 57%|#####6 | 142/250 [01:25<01:05, 1.65it/s] CLIP Loss: 692.809 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.809 57%|#####7 | 143/250 [01:26<01:03, 1.70it/s] CLIP Loss: 685.796 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.796 58%|#####7 | 144/250 [01:26<01:01, 1.73it/s] CLIP Loss: 688.729 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.729 58%|#####8 | 145/250 [01:27<00:59, 1.76it/s] CLIP Loss: 685.064 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.064 58%|#####8 | 146/250 [01:28<01:06, 1.56it/s] CLIP Loss: 685.895 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.895 59%|#####8 | 147/250 [01:28<01:02, 1.64it/s] CLIP Loss: 693.123 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.123 59%|#####9 | 148/250 [01:29<01:00, 1.69it/s] CLIP Loss: 689.345 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.345 60%|#####9 | 149/250 [01:29<00:58, 1.73it/s] CLIP Loss: 690.333 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.333 60%|###### | 150/250 [01:30<00:56, 1.76it/s] CLIP Loss: 686.782 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.782 60%|###### | 151/250 [01:31<01:02, 1.60it/s] CLIP Loss: 691.422 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.422 61%|###### | 152/250 [01:31<00:58, 1.66it/s] CLIP Loss: 688.812 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.812 61%|######1 | 153/250 [01:32<00:56, 1.71it/s] CLIP Loss: 687.125 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.125 62%|######1 | 154/250 [01:32<00:54, 1.75it/s] CLIP Loss: 690.716 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.716 62%|######2 | 155/250 [01:33<00:53, 1.77it/s] CLIP Loss: 686.717 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.717 62%|######2 | 156/250 [01:34<00:58, 1.61it/s] CLIP Loss: 681.553 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 681.553 63%|######2 | 157/250 [01:34<00:55, 1.68it/s] CLIP Loss: 682.359 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 682.359 63%|######3 | 158/250 [01:35<00:53, 1.71it/s] CLIP Loss: 683.974 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.974 64%|######3 | 159/250 [01:35<00:52, 1.73it/s] CLIP Loss: 691.432 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.432 64%|######4 | 160/250 [01:36<00:51, 1.76it/s] CLIP Loss: 685.710 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.710 64%|######4 | 161/250 [01:37<00:55, 1.60it/s] CLIP Loss: 685.623 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.623 65%|######4 | 162/250 [01:37<00:52, 1.67it/s] CLIP Loss: 684.047 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.047 65%|######5 | 163/250 [01:38<00:51, 1.71it/s] CLIP Loss: 690.270 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.270 66%|######5 | 164/250 [01:38<00:49, 1.74it/s] CLIP Loss: 685.689 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.689 66%|######6 | 165/250 [01:39<00:48, 1.76it/s] CLIP Loss: 687.055 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.055 66%|######6 | 166/250 [01:40<00:53, 1.58it/s] CLIP Loss: 686.437 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.437 67%|######6 | 167/250 [01:40<00:50, 1.65it/s] CLIP Loss: 685.499 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.499 67%|######7 | 168/250 [01:41<00:48, 1.70it/s] CLIP Loss: 688.180 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.180 68%|######7 | 169/250 [01:41<00:46, 1.73it/s] CLIP Loss: 684.644 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.644 68%|######8 | 170/250 [01:42<00:45, 1.76it/s] CLIP Loss: 686.731 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.731 68%|######8 | 171/250 [01:43<00:49, 1.60it/s] CLIP Loss: 685.271 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.271 69%|######8 | 172/250 [01:43<00:46, 1.66it/s] CLIP Loss: 684.741 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.741 69%|######9 | 173/250 [01:44<00:45, 1.71it/s] CLIP Loss: 684.338 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.338 70%|######9 | 174/250 [01:44<00:43, 1.74it/s] CLIP Loss: 684.826 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.826 70%|####### | 175/250 [01:45<00:42, 1.76it/s] CLIP Loss: 690.895 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.895 70%|####### | 176/250 [01:45<00:46, 1.59it/s] CLIP Loss: 687.462 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.462 71%|####### | 177/250 [01:46<00:44, 1.65it/s] CLIP Loss: 687.406 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.406 71%|#######1 | 178/250 [01:47<00:42, 1.70it/s] CLIP Loss: 687.436 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.436 72%|#######1 | 179/250 [01:47<00:40, 1.74it/s] CLIP Loss: 689.988 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.988 72%|#######2 | 180/250 [01:48<00:39, 1.76it/s] CLIP Loss: 689.694 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.694 72%|#######2 | 181/250 [01:48<00:43, 1.58it/s] CLIP Loss: 694.561 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.561 73%|#######2 | 182/250 [01:49<00:41, 1.64it/s] CLIP Loss: 695.556 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.556 73%|#######3 | 183/250 [01:50<00:39, 1.69it/s] CLIP Loss: 695.128 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.128 74%|#######3 | 184/250 [01:50<00:37, 1.74it/s] CLIP Loss: 690.587 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.587 74%|#######4 | 185/250 [01:51<00:36, 1.76it/s] CLIP Loss: 690.047 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.047 74%|#######4 | 186/250 [01:51<00:39, 1.60it/s] CLIP Loss: 688.757 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.757 75%|#######4 | 187/250 [01:52<00:37, 1.67it/s] CLIP Loss: 687.840 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.840 75%|#######5 | 188/250 [01:53<00:36, 1.71it/s] CLIP Loss: 685.962 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.962 76%|#######5 | 189/250 [01:53<00:35, 1.74it/s] CLIP Loss: 689.652 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.652 76%|#######6 | 190/250 [01:54<00:34, 1.76it/s] CLIP Loss: 686.044 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.044 76%|#######6 | 191/250 [01:54<00:37, 1.59it/s] CLIP Loss: 689.147 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.147 77%|#######6 | 192/250 [01:55<00:35, 1.66it/s] CLIP Loss: 687.217 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.217 77%|#######7 | 193/250 [01:55<00:33, 1.70it/s] CLIP Loss: 688.129 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.129 78%|#######7 | 194/250 [01:56<00:32, 1.73it/s] CLIP Loss: 689.447 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.447 78%|#######8 | 195/250 [01:57<00:31, 1.75it/s] CLIP Loss: 690.478 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.478 78%|#######8 | 196/250 [01:57<00:33, 1.60it/s] CLIP Loss: 687.752 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.752 79%|#######8 | 197/250 [01:58<00:31, 1.66it/s] CLIP Loss: 692.226 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.226 79%|#######9 | 198/250 [01:58<00:30, 1.71it/s] CLIP Loss: 690.895 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.895 80%|#######9 | 199/250 [01:59<00:29, 1.74it/s] CLIP Loss: 689.985 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.985 80%|######## | 200/250 [02:00<00:28, 1.76it/s] CLIP Loss: 690.831 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.831 80%|######## | 201/250 [02:00<00:30, 1.60it/s] CLIP Loss: 687.410 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.410 81%|######## | 202/250 [02:01<00:28, 1.66it/s] CLIP Loss: 693.126 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.126 81%|########1 | 203/250 [02:01<00:27, 1.71it/s] CLIP Loss: 690.534 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.534 82%|########1 | 204/250 [02:02<00:26, 1.75it/s] CLIP Loss: 687.835 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.835 82%|########2 | 205/250 [02:02<00:25, 1.78it/s] CLIP Loss: 690.953 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.953 82%|########2 | 206/250 [02:03<00:27, 1.62it/s] CLIP Loss: 690.481 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.481 83%|########2 | 207/250 [02:04<00:25, 1.67it/s] CLIP Loss: 688.441 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.441 83%|########3 | 208/250 [02:04<00:24, 1.69it/s] CLIP Loss: 686.576 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.576 84%|########3 | 209/250 [02:05<00:23, 1.73it/s] CLIP Loss: 688.831 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.831 84%|########4 | 210/250 [02:05<00:22, 1.76it/s] CLIP Loss: 689.140 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.140 84%|########4 | 211/250 [02:06<00:24, 1.61it/s] CLIP Loss: 690.805 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.805 85%|########4 | 212/250 [02:07<00:22, 1.67it/s] CLIP Loss: 690.794 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.794 85%|########5 | 213/250 [02:07<00:21, 1.71it/s] CLIP Loss: 688.768 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.768 86%|########5 | 214/250 [02:08<00:20, 1.73it/s] CLIP Loss: 691.808 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.808 86%|########6 | 215/250 [02:08<00:19, 1.76it/s] CLIP Loss: 698.477 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.477 86%|########6 | 216/250 [02:09<00:21, 1.60it/s] CLIP Loss: 689.985 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.985 87%|########6 | 217/250 [02:10<00:19, 1.65it/s] CLIP Loss: 690.236 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.236 87%|########7 | 218/250 [02:10<00:18, 1.69it/s] CLIP Loss: 688.608 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.608 88%|########7 | 219/250 [02:11<00:17, 1.72it/s] CLIP Loss: 689.873 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.873 88%|########8 | 220/250 [02:11<00:17, 1.74it/s] CLIP Loss: 690.383 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.383 88%|########8 | 221/250 [02:12<00:18, 1.59it/s] CLIP Loss: 688.723 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.723 89%|########8 | 222/250 [02:13<00:17, 1.64it/s] CLIP Loss: 690.773 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.773 89%|########9 | 223/250 [02:13<00:15, 1.70it/s] CLIP Loss: 690.283 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.283 90%|########9 | 224/250 [02:14<00:15, 1.73it/s] CLIP Loss: 688.653 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.653 90%|######### | 225/250 [02:14<00:14, 1.76it/s] CLIP Loss: 693.489 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.489 90%|######### | 226/250 [02:15<00:15, 1.59it/s] CLIP Loss: 692.488 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.488 91%|######### | 227/250 [02:16<00:13, 1.66it/s] CLIP Loss: 688.870 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.870 91%|#########1| 228/250 [02:16<00:12, 1.69it/s] CLIP Loss: 689.156 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.156 92%|#########1| 229/250 [02:17<00:12, 1.73it/s] CLIP Loss: 690.481 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.481 92%|#########2| 230/250 [02:17<00:11, 1.76it/s] CLIP Loss: 689.224 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.224 92%|#########2| 231/250 [02:18<00:11, 1.61it/s] CLIP Loss: 689.255 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 689.255 93%|#########2| 232/250 [02:19<00:10, 1.66it/s] CLIP Loss: 687.664 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 687.664 93%|#########3| 233/250 [02:19<00:09, 1.70it/s] CLIP Loss: 683.272 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.272 94%|#########3| 234/250 [02:20<00:09, 1.74it/s] CLIP Loss: 686.549 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.549 94%|#########3| 235/250 [02:20<00:08, 1.76it/s] CLIP Loss: 695.147 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.147 94%|#########4| 236/250 [02:21<00:09, 1.55it/s] CLIP Loss: 690.457 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.457 95%|#########4| 237/250 [02:22<00:08, 1.61it/s] CLIP Loss: 691.705 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.705 95%|#########5| 238/250 [02:22<00:07, 1.66it/s] CLIP Loss: 693.655 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.655 96%|#########5| 239/250 [02:23<00:06, 1.71it/s] CLIP Loss: 692.506 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.506 96%|#########6| 240/250 [02:23<00:05, 1.75it/s] CLIP Loss: 692.697 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 692.697 96%|#########6| 241/250 [02:24<00:06, 1.50it/s] CLIP Loss: 690.485 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.485 97%|#########6| 242/250 [02:25<00:05, 1.58it/s] CLIP Loss: 690.945 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.945 97%|#########7| 243/250 [02:25<00:04, 1.64it/s] CLIP Loss: 691.884 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.884 98%|#########7| 244/250 [02:26<00:03, 1.68it/s] CLIP Loss: 691.927 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.927 98%|#########8| 245/250 [02:26<00:02, 1.72it/s] CLIP Loss: 691.951 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.951 98%|#########8| 246/250 [02:27<00:02, 1.54it/s] CLIP Loss: 694.739 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.739 99%|#########8| 247/250 [02:28<00:01, 1.61it/s] CLIP Loss: 695.517 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 695.517 99%|#########9| 248/250 [02:28<00:01, 1.67it/s] CLIP Loss: 699.598 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.598 100%|#########9| 249/250 [02:29<00:00, 1.72it/s] CLIP Loss: 696.226 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 696.226 100%|##########| 250/250 [02:30<00:00, 1.56it/s] 100%|##########| 250/250 [02:30<00:00, 1.66it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDn4yuhxedpfaupeyhhyvpemo44eStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- radiohead album cover
- respace
- 250
- tv_scale
- 0
- sat_scale
- "0"
- range_scale
- "50"
- use_magnitude
- use_augmentations
- clip_guidance_scale
- 900
{ "seed": "0", "prompt": "radiohead album cover", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "radiohead album cover", respace: "250", tv_scale: 0, sat_scale: "0", range_scale: "50", use_magnitude: false, use_augmentations: false, clip_guidance_scale: 900 } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "radiohead album cover", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": 900 } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "radiohead album cover", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="radiohead album cover"' \ -i 'respace="250"' \ -i 'tv_scale=0' \ -i 'sat_scale="0"' \ -i 'range_scale="50"' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale=900'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "radiohead album cover", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T12:41:03.036406Z", "created_at": "2021-10-15T12:38:30.556953Z", "data_removed": false, "error": null, "id": "n4yuhxedpfaupeyhhyvpemo44e", "input": { "seed": "0", "prompt": "radiohead album cover", "respace": "250", "tv_scale": 0, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 900 }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 792.243\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 792.243\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:38, 1.57it/s]\nCLIP Loss: 781.999\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 781.999\n\n 1%| | 2/250 [00:01<02:25, 1.71it/s]\nCLIP Loss: 776.571\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 776.571\n\n 1%|1 | 3/250 [00:01<02:19, 1.77it/s]\nCLIP Loss: 775.437\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 775.437\n\n 2%|1 | 4/250 [00:02<02:16, 1.80it/s]\nCLIP Loss: 768.402\tRange Loss: 0.001\tTV Loss: 0.000\tTotal Loss: 768.403\n\n 2%|2 | 5/250 [00:02<02:15, 1.80it/s]\nCLIP Loss: 765.340\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 765.340\n\n 2%|2 | 6/250 [00:03<02:31, 1.61it/s]\nCLIP Loss: 764.401\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 764.401\n\n 3%|2 | 7/250 [00:04<02:23, 1.69it/s]\nCLIP Loss: 766.084\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 766.084\n\n 3%|3 | 8/250 [00:04<02:23, 1.69it/s]\nCLIP Loss: 764.618\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 764.618\n\n 4%|3 | 9/250 [00:05<02:19, 1.73it/s]\nCLIP Loss: 759.771\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 759.771\n\n 4%|4 | 10/250 [00:05<02:16, 1.76it/s]\nCLIP Loss: 766.429\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 766.429\n\n 4%|4 | 11/250 [00:06<02:26, 1.63it/s]\nCLIP Loss: 766.792\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 766.792\n\n 5%|4 | 12/250 [00:07<02:20, 1.69it/s]\nCLIP Loss: 760.941\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 760.941\n\n 5%|5 | 13/250 [00:07<02:17, 1.72it/s]\nCLIP Loss: 756.676\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.676\n\n 6%|5 | 14/250 [00:08<02:15, 1.75it/s]\nCLIP Loss: 758.068\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 758.068\n\n 6%|6 | 15/250 [00:08<02:13, 1.76it/s]\nCLIP Loss: 755.827\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 755.827\n\n 6%|6 | 16/250 [00:09<02:24, 1.62it/s]\nCLIP Loss: 754.262\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 754.262\n\n 7%|6 | 17/250 [00:09<02:18, 1.68it/s]\nCLIP Loss: 756.895\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 756.895\n\n 7%|7 | 18/250 [00:10<02:14, 1.72it/s]\nCLIP Loss: 747.356\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 747.356\n\n 8%|7 | 19/250 [00:11<02:11, 1.75it/s]\nCLIP Loss: 743.248\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 743.248\n\n 8%|8 | 20/250 [00:11<02:09, 1.78it/s]\nCLIP Loss: 743.404\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 743.404\n\n 8%|8 | 21/250 [00:12<02:21, 1.62it/s]\nCLIP Loss: 746.836\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 746.836\n\n 9%|8 | 22/250 [00:12<02:15, 1.68it/s]\nCLIP Loss: 747.599\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 747.599\n\n 9%|9 | 23/250 [00:13<02:12, 1.72it/s]\nCLIP Loss: 737.210\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 737.210\n\n 10%|9 | 24/250 [00:14<02:09, 1.75it/s]\nCLIP Loss: 736.994\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 736.994\n\n 10%|# | 25/250 [00:14<02:07, 1.76it/s]\nCLIP Loss: 735.995\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 735.995\n\n 10%|# | 26/250 [00:15<02:19, 1.60it/s]\nCLIP Loss: 736.172\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 736.172\n\n 11%|# | 27/250 [00:15<02:13, 1.67it/s]\nCLIP Loss: 737.088\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 737.088\n\n 11%|#1 | 28/250 [00:16<02:10, 1.71it/s]\nCLIP Loss: 750.356\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 750.356\n\n 12%|#1 | 29/250 [00:16<02:07, 1.74it/s]\nCLIP Loss: 727.908\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 727.908\n\n 12%|#2 | 30/250 [00:17<02:05, 1.75it/s]\nCLIP Loss: 733.613\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 733.613\n\n 12%|#2 | 31/250 [00:18<02:15, 1.61it/s]\nCLIP Loss: 736.685\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 736.685\n\n 13%|#2 | 32/250 [00:18<02:11, 1.66it/s]\nCLIP Loss: 720.476\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.476\n\n 13%|#3 | 33/250 [00:19<02:08, 1.69it/s]\nCLIP Loss: 724.245\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 724.245\n\n 14%|#3 | 34/250 [00:19<02:04, 1.73it/s]\nCLIP Loss: 734.619\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 734.619\n\n 14%|#4 | 35/250 [00:20<02:03, 1.74it/s]\nCLIP Loss: 721.323\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 721.323\n\n 14%|#4 | 36/250 [00:21<02:15, 1.58it/s]\nCLIP Loss: 719.025\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 719.025\n\n 15%|#4 | 37/250 [00:21<02:09, 1.64it/s]\nCLIP Loss: 719.298\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 719.298\n\n 15%|#5 | 38/250 [00:22<02:06, 1.67it/s]\nCLIP Loss: 715.657\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.657\n\n 16%|#5 | 39/250 [00:22<02:04, 1.70it/s]\nCLIP Loss: 715.796\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.796\n\n 16%|#6 | 40/250 [00:23<02:01, 1.73it/s]\nCLIP Loss: 710.387\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 710.387\n\n 16%|#6 | 41/250 [00:24<02:13, 1.56it/s]\nCLIP Loss: 710.214\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 710.214\n\n 17%|#6 | 42/250 [00:24<02:07, 1.63it/s]\nCLIP Loss: 712.109\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 712.109\n\n 17%|#7 | 43/250 [00:25<02:03, 1.67it/s]\nCLIP Loss: 708.922\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 708.922\n\n 18%|#7 | 44/250 [00:25<02:00, 1.71it/s]\nCLIP Loss: 709.949\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.949\n\n 18%|#8 | 45/250 [00:26<01:58, 1.73it/s]\nCLIP Loss: 711.241\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.241\n\n 18%|#8 | 46/250 [00:27<02:10, 1.57it/s]\nCLIP Loss: 711.581\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.581\n\n 19%|#8 | 47/250 [00:27<02:04, 1.63it/s]\nCLIP Loss: 707.752\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 707.752\n\n 19%|#9 | 48/250 [00:28<02:00, 1.67it/s]\nCLIP Loss: 706.516\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.516\n\n 20%|#9 | 49/250 [00:28<01:57, 1.71it/s]\nCLIP Loss: 711.107\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.107\n\n 20%|## | 50/250 [00:29<01:55, 1.73it/s]\nCLIP Loss: 716.157\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 716.157\n\n 20%|## | 51/250 [00:30<02:06, 1.57it/s]\nCLIP Loss: 715.504\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 715.504\n\n 21%|## | 52/250 [00:30<02:01, 1.63it/s]\nCLIP Loss: 711.539\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 711.539\n\n 21%|##1 | 53/250 [00:31<01:57, 1.68it/s]\nCLIP Loss: 704.853\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.853\n\n 22%|##1 | 54/250 [00:31<01:53, 1.72it/s]\nCLIP Loss: 709.717\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.717\n\n 22%|##2 | 55/250 [00:32<01:52, 1.73it/s]\nCLIP Loss: 722.287\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 722.287\n\n 22%|##2 | 56/250 [00:33<02:05, 1.55it/s]\nCLIP Loss: 713.392\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 713.392\n\n 23%|##2 | 57/250 [00:33<01:58, 1.62it/s]\nCLIP Loss: 718.527\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 718.527\n\n 23%|##3 | 58/250 [00:34<01:54, 1.67it/s]\nCLIP Loss: 702.056\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 702.056\n\n 24%|##3 | 59/250 [00:35<01:51, 1.71it/s]\nCLIP Loss: 699.099\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.099\n\n 24%|##4 | 60/250 [00:35<01:49, 1.74it/s]\nCLIP Loss: 697.595\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.595\n\n 24%|##4 | 61/250 [00:36<02:01, 1.55it/s]\nCLIP Loss: 699.905\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.905\n\n 25%|##4 | 62/250 [00:36<01:55, 1.62it/s]\nCLIP Loss: 699.111\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 699.111\n\n 25%|##5 | 63/250 [00:37<01:51, 1.68it/s]\nCLIP Loss: 697.463\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 697.463\n\n 26%|##5 | 64/250 [00:38<01:50, 1.69it/s]\nCLIP Loss: 704.879\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 704.879\n\n 26%|##6 | 65/250 [00:38<01:47, 1.71it/s]\nCLIP Loss: 706.740\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.740\n\n 26%|##6 | 66/250 [00:39<02:02, 1.51it/s]\nCLIP Loss: 701.552\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 701.552\n\n 27%|##6 | 67/250 [00:40<01:56, 1.57it/s]\nCLIP Loss: 700.015\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.015\n\n 27%|##7 | 68/250 [00:40<01:51, 1.64it/s]\nCLIP Loss: 706.520\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 706.520\n\n 28%|##7 | 69/250 [00:41<01:47, 1.69it/s]\nCLIP Loss: 700.940\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 700.940\n\n 28%|##8 | 70/250 [00:41<01:44, 1.73it/s]\nCLIP Loss: 705.659\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.659\n\n 28%|##8 | 71/250 [00:42<01:59, 1.50it/s]\nCLIP Loss: 720.268\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 720.268\n\n 29%|##8 | 72/250 [00:43<01:52, 1.59it/s]\nCLIP Loss: 726.123\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 726.123\n\n 29%|##9 | 73/250 [00:43<01:47, 1.64it/s]\nCLIP Loss: 709.346\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 709.346\n\n 30%|##9 | 74/250 [00:44<01:44, 1.68it/s]\nCLIP Loss: 705.811\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 705.811\n\n 30%|### | 75/250 [00:44<01:41, 1.73it/s]\nCLIP Loss: 698.150\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.150\n\n 30%|### | 76/250 [00:45<01:57, 1.49it/s]\nCLIP Loss: 691.708\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.708\n\n 31%|### | 77/250 [00:46<01:49, 1.58it/s]\nCLIP Loss: 693.496\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.496\n\n 31%|###1 | 78/250 [00:46<01:44, 1.64it/s]\nCLIP Loss: 690.980\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.980\n\n 32%|###1 | 79/250 [00:47<01:41, 1.68it/s]\nCLIP Loss: 694.823\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 694.823\n\n 32%|###2 | 80/250 [00:47<01:38, 1.73it/s]\nCLIP Loss: 686.696\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.696\n\n 32%|###2 | 81/250 [00:48<01:53, 1.48it/s]\nCLIP Loss: 684.138\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.138\n\n 33%|###2 | 82/250 [00:49<01:46, 1.58it/s]\nCLIP Loss: 685.032\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.032\n\n 33%|###3 | 83/250 [00:49<01:42, 1.63it/s]\nCLIP Loss: 684.322\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.322\n\n 34%|###3 | 84/250 [00:50<01:38, 1.68it/s]\nCLIP Loss: 681.899\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 681.899\n\n 34%|###4 | 85/250 [00:50<01:36, 1.72it/s]\nCLIP Loss: 682.842\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 682.842\n\n 34%|###4 | 86/250 [00:51<01:49, 1.49it/s]\nCLIP Loss: 683.338\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.338\n\n 35%|###4 | 87/250 [00:52<01:43, 1.58it/s]\nCLIP Loss: 680.622\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 680.622\n\n 35%|###5 | 88/250 [00:52<01:39, 1.63it/s]\nCLIP Loss: 693.090\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 693.090\n\n 36%|###5 | 89/250 [00:53<01:35, 1.69it/s]\nCLIP Loss: 685.238\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.238\n\n 36%|###6 | 90/250 [00:54<01:32, 1.72it/s]\nCLIP Loss: 683.597\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.597\n\n 36%|###6 | 91/250 [00:54<01:46, 1.50it/s]\nCLIP Loss: 691.462\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 691.462\n\n 37%|###6 | 92/250 [00:55<01:40, 1.58it/s]\nCLIP Loss: 690.214\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 690.214\n\n 37%|###7 | 93/250 [00:56<01:35, 1.64it/s]\nCLIP Loss: 683.492\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.492\n\n 38%|###7 | 94/250 [00:56<01:32, 1.69it/s]\nCLIP Loss: 688.667\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 688.667\n\n 38%|###8 | 95/250 [00:57<01:29, 1.73it/s]\nCLIP Loss: 680.232\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 680.232\n\n 38%|###8 | 96/250 [00:58<01:43, 1.49it/s]\nCLIP Loss: 680.508\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 680.508\n\n 39%|###8 | 97/250 [00:58<01:37, 1.57it/s]\nCLIP Loss: 683.508\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.508\n\n 39%|###9 | 98/250 [00:59<01:32, 1.64it/s]\nCLIP Loss: 675.373\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 675.373\n\n 40%|###9 | 99/250 [00:59<01:29, 1.69it/s]\nCLIP Loss: 668.995\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.995\n\n 40%|#### | 100/250 [01:00<01:27, 1.72it/s]\nCLIP Loss: 675.574\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 675.574\n\n 40%|#### | 101/250 [01:01<01:39, 1.50it/s]\nCLIP Loss: 676.734\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 676.734\n\n 41%|#### | 102/250 [01:01<01:33, 1.58it/s]\nCLIP Loss: 678.083\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 678.083\n\n 41%|####1 | 103/250 [01:02<01:29, 1.64it/s]\nCLIP Loss: 680.201\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 680.201\n\n 42%|####1 | 104/250 [01:02<01:26, 1.69it/s]\nCLIP Loss: 674.448\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 674.448\n\n 42%|####2 | 105/250 [01:03<01:24, 1.71it/s]\nCLIP Loss: 670.776\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.776\n\n 42%|####2 | 106/250 [01:04<01:37, 1.47it/s]\nCLIP Loss: 698.191\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 698.191\n\n 43%|####2 | 107/250 [01:04<01:31, 1.56it/s]\nCLIP Loss: 686.017\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 686.017\n\n 43%|####3 | 108/250 [01:05<01:26, 1.64it/s]\nCLIP Loss: 677.845\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 677.845\n\n 44%|####3 | 109/250 [01:05<01:23, 1.69it/s]\nCLIP Loss: 672.616\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.616\n\n 44%|####4 | 110/250 [01:06<01:21, 1.72it/s]\nCLIP Loss: 676.775\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 676.775\n\n 44%|####4 | 111/250 [01:07<01:35, 1.45it/s]\nCLIP Loss: 677.580\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 677.580\n\n 45%|####4 | 112/250 [01:07<01:29, 1.55it/s]\nCLIP Loss: 674.141\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 674.141\n\n 45%|####5 | 113/250 [01:08<01:25, 1.60it/s]\nCLIP Loss: 672.879\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.879\n\n 46%|####5 | 114/250 [01:09<01:21, 1.67it/s]\nCLIP Loss: 678.863\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 678.863\n\n 46%|####6 | 115/250 [01:09<01:18, 1.71it/s]\nCLIP Loss: 667.516\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.516\n\n 46%|####6 | 116/250 [01:10<01:28, 1.52it/s]\nCLIP Loss: 670.566\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.566\n\n 47%|####6 | 117/250 [01:10<01:22, 1.60it/s]\nCLIP Loss: 669.392\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.392\n\n 47%|####7 | 118/250 [01:11<01:19, 1.66it/s]\nCLIP Loss: 666.023\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.023\n\n 48%|####7 | 119/250 [01:12<01:16, 1.71it/s]\nCLIP Loss: 669.649\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.649\n\n 48%|####8 | 120/250 [01:12<01:14, 1.74it/s]\nCLIP Loss: 669.270\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.270\n\n 48%|####8 | 121/250 [01:13<01:24, 1.53it/s]\nCLIP Loss: 670.517\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.517\n\n 49%|####8 | 122/250 [01:13<01:20, 1.60it/s]\nCLIP Loss: 672.700\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.700\n\n 49%|####9 | 123/250 [01:14<01:16, 1.66it/s]\nCLIP Loss: 669.906\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.906\n\n 50%|####9 | 124/250 [01:15<01:13, 1.71it/s]\nCLIP Loss: 667.318\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.318\n\n 50%|##### | 125/250 [01:15<01:11, 1.74it/s]\nCLIP Loss: 661.196\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 661.196\n\n 50%|##### | 126/250 [01:16<01:21, 1.52it/s]\nCLIP Loss: 664.125\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 664.125\n\n 51%|##### | 127/250 [01:17<01:16, 1.60it/s]\nCLIP Loss: 665.944\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 665.944\n\n 51%|#####1 | 128/250 [01:17<01:13, 1.65it/s]\nCLIP Loss: 669.439\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.439\n\n 52%|#####1 | 129/250 [01:18<01:10, 1.71it/s]\nCLIP Loss: 680.292\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 680.292\n\n 52%|#####2 | 130/250 [01:18<01:09, 1.74it/s]\nCLIP Loss: 669.828\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.828\n\n 52%|#####2 | 131/250 [01:19<01:17, 1.54it/s]\nCLIP Loss: 670.062\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.062\n\n 53%|#####2 | 132/250 [01:20<01:13, 1.62it/s]\nCLIP Loss: 671.475\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 671.475\n\n 53%|#####3 | 133/250 [01:20<01:09, 1.67it/s]\nCLIP Loss: 669.214\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.214\n\n 54%|#####3 | 134/250 [01:21<01:08, 1.70it/s]\nCLIP Loss: 669.232\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.232\n\n 54%|#####4 | 135/250 [01:21<01:06, 1.74it/s]\nCLIP Loss: 675.216\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 675.216\n\n 54%|#####4 | 136/250 [01:22<01:13, 1.54it/s]\nCLIP Loss: 664.705\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 664.705\n\n 55%|#####4 | 137/250 [01:23<01:09, 1.62it/s]\nCLIP Loss: 659.525\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 659.525\n\n 55%|#####5 | 138/250 [01:23<01:06, 1.67it/s]\nCLIP Loss: 666.722\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.722\n\n 56%|#####5 | 139/250 [01:24<01:04, 1.72it/s]\nCLIP Loss: 667.398\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.398\n\n 56%|#####6 | 140/250 [01:24<01:03, 1.74it/s]\nCLIP Loss: 664.422\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 664.422\n\n 56%|#####6 | 141/250 [01:25<01:11, 1.52it/s]\nCLIP Loss: 667.157\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.157\n\n 57%|#####6 | 142/250 [01:26<01:07, 1.60it/s]\nCLIP Loss: 670.199\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.199\n\n 57%|#####7 | 143/250 [01:26<01:04, 1.66it/s]\nCLIP Loss: 671.003\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 671.003\n\n 58%|#####7 | 144/250 [01:27<01:02, 1.71it/s]\nCLIP Loss: 668.046\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.046\n\n 58%|#####8 | 145/250 [01:27<01:00, 1.74it/s]\nCLIP Loss: 663.901\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 663.901\n\n 58%|#####8 | 146/250 [01:28<01:08, 1.51it/s]\nCLIP Loss: 663.091\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 663.091\n\n 59%|#####8 | 147/250 [01:29<01:04, 1.60it/s]\nCLIP Loss: 665.401\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 665.401\n\n 59%|#####9 | 148/250 [01:29<01:01, 1.66it/s]\nCLIP Loss: 665.026\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 665.026\n\n 60%|#####9 | 149/250 [01:30<00:59, 1.71it/s]\nCLIP Loss: 662.928\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 662.928\n\n 60%|###### | 150/250 [01:30<00:57, 1.74it/s]\nCLIP Loss: 658.268\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 658.268\n\n 60%|###### | 151/250 [01:31<01:06, 1.48it/s]\nCLIP Loss: 661.417\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 661.417\n\n 61%|###### | 152/250 [01:32<01:02, 1.57it/s]\nCLIP Loss: 658.754\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 658.754\n\n 61%|######1 | 153/250 [01:32<00:59, 1.63it/s]\nCLIP Loss: 659.222\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 659.222\n\n 62%|######1 | 154/250 [01:33<00:57, 1.68it/s]\nCLIP Loss: 656.349\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 656.349\n\n 62%|######2 | 155/250 [01:33<00:55, 1.73it/s]\nCLIP Loss: 660.467\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 660.467\n\n 62%|######2 | 156/250 [01:34<01:02, 1.51it/s]\nCLIP Loss: 664.536\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 664.536\n\n 63%|######2 | 157/250 [01:35<00:58, 1.60it/s]\nCLIP Loss: 660.795\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 660.795\n\n 63%|######3 | 158/250 [01:35<00:56, 1.64it/s]\nCLIP Loss: 659.715\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 659.715\n\n 64%|######3 | 159/250 [01:36<00:54, 1.68it/s]\nCLIP Loss: 670.953\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.953\n\n 64%|######4 | 160/250 [01:37<00:52, 1.72it/s]\nCLIP Loss: 661.953\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 661.953\n\n 64%|######4 | 161/250 [01:37<00:58, 1.53it/s]\nCLIP Loss: 664.375\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 664.375\n\n 65%|######4 | 162/250 [01:38<00:54, 1.62it/s]\nCLIP Loss: 666.423\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.423\n\n 65%|######5 | 163/250 [01:38<00:52, 1.66it/s]\nCLIP Loss: 663.892\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 663.892\n\n 66%|######5 | 164/250 [01:39<00:50, 1.71it/s]\nCLIP Loss: 658.635\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 658.635\n\n 66%|######6 | 165/250 [01:40<00:48, 1.74it/s]\nCLIP Loss: 662.004\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 662.004\n\n 66%|######6 | 166/250 [01:40<00:53, 1.56it/s]\nCLIP Loss: 662.432\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 662.432\n\n 67%|######6 | 167/250 [01:41<00:50, 1.64it/s]\nCLIP Loss: 670.188\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.188\n\n 67%|######7 | 168/250 [01:41<00:48, 1.69it/s]\nCLIP Loss: 665.408\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 665.408\n\n 68%|######7 | 169/250 [01:42<00:46, 1.73it/s]\nCLIP Loss: 668.391\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.391\n\n 68%|######8 | 170/250 [01:43<00:45, 1.76it/s]\nCLIP Loss: 661.461\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 661.461\n\n 68%|######8 | 171/250 [01:43<00:50, 1.55it/s]\nCLIP Loss: 663.494\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 663.494\n\n 69%|######8 | 172/250 [01:44<00:47, 1.63it/s]\nCLIP Loss: 668.316\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.316\n\n 69%|######9 | 173/250 [01:44<00:45, 1.69it/s]\nCLIP Loss: 662.012\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 662.012\n\n 70%|######9 | 174/250 [01:45<00:44, 1.73it/s]\nCLIP Loss: 664.453\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 664.453\n\n 70%|####### | 175/250 [01:46<00:42, 1.76it/s]\nCLIP Loss: 673.271\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 673.271\n\n 70%|####### | 176/250 [01:46<00:47, 1.57it/s]\nCLIP Loss: 664.184\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 664.184\n\n 71%|####### | 177/250 [01:47<00:44, 1.63it/s]\nCLIP Loss: 668.735\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.735\n\n 71%|#######1 | 178/250 [01:47<00:42, 1.69it/s]\nCLIP Loss: 666.168\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.168\n\n 72%|#######1 | 179/250 [01:48<00:41, 1.72it/s]\nCLIP Loss: 668.901\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.901\n\n 72%|#######2 | 180/250 [01:49<00:39, 1.75it/s]\nCLIP Loss: 671.044\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 671.044\n\n 72%|#######2 | 181/250 [01:49<00:44, 1.56it/s]\nCLIP Loss: 671.535\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 671.535\n\n 73%|#######2 | 182/250 [01:50<00:41, 1.62it/s]\nCLIP Loss: 676.565\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 676.565\n\n 73%|#######3 | 183/250 [01:50<00:39, 1.68it/s]\nCLIP Loss: 673.403\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 673.403\n\n 74%|#######3 | 184/250 [01:51<00:38, 1.71it/s]\nCLIP Loss: 666.777\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.777\n\n 74%|#######4 | 185/250 [01:52<00:37, 1.74it/s]\nCLIP Loss: 669.907\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.907\n\n 74%|#######4 | 186/250 [01:52<00:41, 1.54it/s]\nCLIP Loss: 666.248\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.248\n\n 75%|#######4 | 187/250 [01:53<00:39, 1.61it/s]\nCLIP Loss: 669.818\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.818\n\n 75%|#######5 | 188/250 [01:53<00:37, 1.67it/s]\nCLIP Loss: 667.280\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.280\n\n 76%|#######5 | 189/250 [01:54<00:35, 1.72it/s]\nCLIP Loss: 676.365\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 676.365\n\n 76%|#######6 | 190/250 [01:55<00:34, 1.75it/s]\nCLIP Loss: 674.713\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 674.713\n\n 76%|#######6 | 191/250 [01:55<00:38, 1.55it/s]\nCLIP Loss: 674.927\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 674.927\n\n 77%|#######6 | 192/250 [01:56<00:35, 1.63it/s]\nCLIP Loss: 677.283\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 677.283\n\n 77%|#######7 | 193/250 [01:56<00:33, 1.69it/s]\nCLIP Loss: 671.439\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 671.439\n\n 78%|#######7 | 194/250 [01:57<00:32, 1.73it/s]\nCLIP Loss: 672.668\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.668\n\n 78%|#######8 | 195/250 [01:58<00:31, 1.75it/s]\nCLIP Loss: 675.941\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 675.941\n\n 78%|#######8 | 196/250 [01:58<00:34, 1.56it/s]\nCLIP Loss: 668.572\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.572\n\n 79%|#######8 | 197/250 [01:59<00:32, 1.63it/s]\nCLIP Loss: 673.825\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 673.825\n\n 79%|#######9 | 198/250 [01:59<00:31, 1.68it/s]\nCLIP Loss: 672.132\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.132\n\n 80%|#######9 | 199/250 [02:00<00:30, 1.70it/s]\nCLIP Loss: 673.336\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 673.336\n\n 80%|######## | 200/250 [02:01<00:28, 1.73it/s]\nCLIP Loss: 669.449\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.449\n\n 80%|######## | 201/250 [02:01<00:31, 1.55it/s]\nCLIP Loss: 666.441\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.441\n\n 81%|######## | 202/250 [02:02<00:29, 1.62it/s]\nCLIP Loss: 672.316\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.316\n\n 81%|########1 | 203/250 [02:02<00:28, 1.68it/s]\nCLIP Loss: 679.212\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 679.212\n\n 82%|########1 | 204/250 [02:03<00:26, 1.72it/s]\nCLIP Loss: 669.122\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.122\n\n 82%|########2 | 205/250 [02:04<00:25, 1.75it/s]\nCLIP Loss: 677.737\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 677.737\n\n 82%|########2 | 206/250 [02:04<00:27, 1.58it/s]\nCLIP Loss: 670.132\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.132\n\n 83%|########2 | 207/250 [02:05<00:26, 1.65it/s]\nCLIP Loss: 667.114\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.114\n\n 83%|########3 | 208/250 [02:05<00:24, 1.69it/s]\nCLIP Loss: 667.921\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.921\n\n 84%|########3 | 209/250 [02:06<00:23, 1.72it/s]\nCLIP Loss: 674.479\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 674.479\n\n 84%|########4 | 210/250 [02:07<00:22, 1.75it/s]\nCLIP Loss: 672.379\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.379\n\n 84%|########4 | 211/250 [02:07<00:24, 1.57it/s]\nCLIP Loss: 672.998\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.998\n\n 85%|########4 | 212/250 [02:08<00:23, 1.64it/s]\nCLIP Loss: 667.630\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.630\n\n 85%|########5 | 213/250 [02:08<00:21, 1.69it/s]\nCLIP Loss: 672.318\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.318\n\n 86%|########5 | 214/250 [02:09<00:20, 1.72it/s]\nCLIP Loss: 669.539\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.539\n\n 86%|########6 | 215/250 [02:10<00:20, 1.75it/s]\nCLIP Loss: 673.043\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 673.043\n\n 86%|########6 | 216/250 [02:10<00:21, 1.56it/s]\nCLIP Loss: 668.506\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.506\n\n 87%|########6 | 217/250 [02:11<00:20, 1.64it/s]\nCLIP Loss: 669.773\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.773\n\n 87%|########7 | 218/250 [02:11<00:19, 1.68it/s]\nCLIP Loss: 667.422\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.422\n\n 88%|########7 | 219/250 [02:12<00:18, 1.71it/s]\nCLIP Loss: 670.411\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.411\n\n 88%|########8 | 220/250 [02:13<00:17, 1.74it/s]\nCLIP Loss: 671.898\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 671.898\n\n 88%|########8 | 221/250 [02:13<00:18, 1.57it/s]\nCLIP Loss: 667.671\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.671\n\n 89%|########8 | 222/250 [02:14<00:17, 1.63it/s]\nCLIP Loss: 671.586\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 671.586\n\n 89%|########9 | 223/250 [02:14<00:16, 1.68it/s]\nCLIP Loss: 669.895\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.895\n\n 90%|########9 | 224/250 [02:15<00:15, 1.73it/s]\nCLIP Loss: 668.688\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.688\n\n 90%|######### | 225/250 [02:16<00:14, 1.76it/s]\nCLIP Loss: 672.785\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.785\n\n 90%|######### | 226/250 [02:16<00:15, 1.56it/s]\nCLIP Loss: 669.986\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.986\n\n 91%|######### | 227/250 [02:17<00:14, 1.64it/s]\nCLIP Loss: 668.979\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.979\n\n 91%|#########1| 228/250 [02:17<00:13, 1.69it/s]\nCLIP Loss: 668.471\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.471\n\n 92%|#########1| 229/250 [02:18<00:12, 1.72it/s]\nCLIP Loss: 667.804\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.804\n\n 92%|#########2| 230/250 [02:19<00:11, 1.76it/s]\nCLIP Loss: 665.959\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 665.959\n\n 92%|#########2| 231/250 [02:19<00:12, 1.56it/s]\nCLIP Loss: 666.627\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.627\n\n 93%|#########2| 232/250 [02:20<00:10, 1.64it/s]\nCLIP Loss: 666.118\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 666.118\n\n 93%|#########3| 233/250 [02:20<00:10, 1.68it/s]\nCLIP Loss: 664.350\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 664.350\n\n 94%|#########3| 234/250 [02:21<00:09, 1.73it/s]\nCLIP Loss: 667.904\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 667.904\n\n 94%|#########3| 235/250 [02:22<00:08, 1.75it/s]\nCLIP Loss: 670.082\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 670.082\n\n 94%|#########4| 236/250 [02:22<00:08, 1.58it/s]\nCLIP Loss: 669.198\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 669.198\n\n 95%|#########4| 237/250 [02:23<00:07, 1.65it/s]\nCLIP Loss: 668.942\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 668.942\n\n 95%|#########5| 238/250 [02:23<00:07, 1.69it/s]\nCLIP Loss: 671.803\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 671.803\n\n 96%|#########5| 239/250 [02:24<00:06, 1.73it/s]\nCLIP Loss: 672.824\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 672.824\n\n 96%|#########6| 240/250 [02:25<00:05, 1.76it/s]\nCLIP Loss: 673.997\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 673.997\n\n 96%|#########6| 241/250 [02:25<00:05, 1.60it/s]\nCLIP Loss: 673.108\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 673.108\n\n 97%|#########6| 242/250 [02:26<00:04, 1.66it/s]\nCLIP Loss: 678.177\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 678.177\n\n 97%|#########7| 243/250 [02:26<00:04, 1.71it/s]\nCLIP Loss: 674.251\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 674.251\n\n 98%|#########7| 244/250 [02:27<00:03, 1.74it/s]\nCLIP Loss: 676.841\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 676.841\n\n 98%|#########8| 245/250 [02:27<00:02, 1.76it/s]\nCLIP Loss: 677.566\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 677.566\n\n 98%|#########8| 246/250 [02:28<00:02, 1.59it/s]\nCLIP Loss: 683.281\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.281\n\n 99%|#########8| 247/250 [02:29<00:01, 1.66it/s]\nCLIP Loss: 684.601\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 684.601\n\n 99%|#########9| 248/250 [02:29<00:01, 1.71it/s]\nCLIP Loss: 683.854\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 683.854\n\n100%|#########9| 249/250 [02:30<00:00, 1.76it/s]\nCLIP Loss: 685.578\tRange Loss: 0.000\tTV Loss: 0.000\tTotal Loss: 685.578\n\n100%|##########| 250/250 [02:31<00:00, 1.63it/s]\n\n100%|##########| 250/250 [02:31<00:00, 1.65it/s]", "metrics": { "total_time": 152.479453 }, "output": [ { "file": "https://replicate.delivery/mgxm/50f8aab7-caae-46b4-ac69-5b24ac60d68d/0000.png" }, { "file": "https://replicate.delivery/mgxm/3ae5fa02-fc1a-4e6b-8f85-ba421ea46189/0005.png" }, { "file": "https://replicate.delivery/mgxm/f6a1b479-8cb3-4da3-8d57-dc820bb7f3e8/0010.png" }, { "file": "https://replicate.delivery/mgxm/213454e3-e571-4283-b232-fd39ff620a1f/0015.png" }, { "file": "https://replicate.delivery/mgxm/b6e1248f-a5d7-491b-bc29-f3f7d1207c3c/0020.png" }, { "file": "https://replicate.delivery/mgxm/99c89bbb-97d4-4799-b0ba-3ddf0d97607d/0025.png" }, { "file": "https://replicate.delivery/mgxm/9dded440-90d5-4590-bda9-e04424a356f1/0030.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 792.243 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 792.243 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:38, 1.57it/s] CLIP Loss: 781.999 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 781.999 1%| | 2/250 [00:01<02:25, 1.71it/s] CLIP Loss: 776.571 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 776.571 1%|1 | 3/250 [00:01<02:19, 1.77it/s] CLIP Loss: 775.437 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 775.437 2%|1 | 4/250 [00:02<02:16, 1.80it/s] CLIP Loss: 768.402 Range Loss: 0.001 TV Loss: 0.000 Total Loss: 768.403 2%|2 | 5/250 [00:02<02:15, 1.80it/s] CLIP Loss: 765.340 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 765.340 2%|2 | 6/250 [00:03<02:31, 1.61it/s] CLIP Loss: 764.401 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 764.401 3%|2 | 7/250 [00:04<02:23, 1.69it/s] CLIP Loss: 766.084 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 766.084 3%|3 | 8/250 [00:04<02:23, 1.69it/s] CLIP Loss: 764.618 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 764.618 4%|3 | 9/250 [00:05<02:19, 1.73it/s] CLIP Loss: 759.771 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 759.771 4%|4 | 10/250 [00:05<02:16, 1.76it/s] CLIP Loss: 766.429 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 766.429 4%|4 | 11/250 [00:06<02:26, 1.63it/s] CLIP Loss: 766.792 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 766.792 5%|4 | 12/250 [00:07<02:20, 1.69it/s] CLIP Loss: 760.941 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 760.941 5%|5 | 13/250 [00:07<02:17, 1.72it/s] CLIP Loss: 756.676 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.676 6%|5 | 14/250 [00:08<02:15, 1.75it/s] CLIP Loss: 758.068 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 758.068 6%|6 | 15/250 [00:08<02:13, 1.76it/s] CLIP Loss: 755.827 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 755.827 6%|6 | 16/250 [00:09<02:24, 1.62it/s] CLIP Loss: 754.262 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 754.262 7%|6 | 17/250 [00:09<02:18, 1.68it/s] CLIP Loss: 756.895 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 756.895 7%|7 | 18/250 [00:10<02:14, 1.72it/s] CLIP Loss: 747.356 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 747.356 8%|7 | 19/250 [00:11<02:11, 1.75it/s] CLIP Loss: 743.248 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 743.248 8%|8 | 20/250 [00:11<02:09, 1.78it/s] CLIP Loss: 743.404 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 743.404 8%|8 | 21/250 [00:12<02:21, 1.62it/s] CLIP Loss: 746.836 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 746.836 9%|8 | 22/250 [00:12<02:15, 1.68it/s] CLIP Loss: 747.599 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 747.599 9%|9 | 23/250 [00:13<02:12, 1.72it/s] CLIP Loss: 737.210 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 737.210 10%|9 | 24/250 [00:14<02:09, 1.75it/s] CLIP Loss: 736.994 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 736.994 10%|# | 25/250 [00:14<02:07, 1.76it/s] CLIP Loss: 735.995 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 735.995 10%|# | 26/250 [00:15<02:19, 1.60it/s] CLIP Loss: 736.172 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 736.172 11%|# | 27/250 [00:15<02:13, 1.67it/s] CLIP Loss: 737.088 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 737.088 11%|#1 | 28/250 [00:16<02:10, 1.71it/s] CLIP Loss: 750.356 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 750.356 12%|#1 | 29/250 [00:16<02:07, 1.74it/s] CLIP Loss: 727.908 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 727.908 12%|#2 | 30/250 [00:17<02:05, 1.75it/s] CLIP Loss: 733.613 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 733.613 12%|#2 | 31/250 [00:18<02:15, 1.61it/s] CLIP Loss: 736.685 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 736.685 13%|#2 | 32/250 [00:18<02:11, 1.66it/s] CLIP Loss: 720.476 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.476 13%|#3 | 33/250 [00:19<02:08, 1.69it/s] CLIP Loss: 724.245 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 724.245 14%|#3 | 34/250 [00:19<02:04, 1.73it/s] CLIP Loss: 734.619 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 734.619 14%|#4 | 35/250 [00:20<02:03, 1.74it/s] CLIP Loss: 721.323 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 721.323 14%|#4 | 36/250 [00:21<02:15, 1.58it/s] CLIP Loss: 719.025 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 719.025 15%|#4 | 37/250 [00:21<02:09, 1.64it/s] CLIP Loss: 719.298 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 719.298 15%|#5 | 38/250 [00:22<02:06, 1.67it/s] CLIP Loss: 715.657 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.657 16%|#5 | 39/250 [00:22<02:04, 1.70it/s] CLIP Loss: 715.796 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.796 16%|#6 | 40/250 [00:23<02:01, 1.73it/s] CLIP Loss: 710.387 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 710.387 16%|#6 | 41/250 [00:24<02:13, 1.56it/s] CLIP Loss: 710.214 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 710.214 17%|#6 | 42/250 [00:24<02:07, 1.63it/s] CLIP Loss: 712.109 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 712.109 17%|#7 | 43/250 [00:25<02:03, 1.67it/s] CLIP Loss: 708.922 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 708.922 18%|#7 | 44/250 [00:25<02:00, 1.71it/s] CLIP Loss: 709.949 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.949 18%|#8 | 45/250 [00:26<01:58, 1.73it/s] CLIP Loss: 711.241 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.241 18%|#8 | 46/250 [00:27<02:10, 1.57it/s] CLIP Loss: 711.581 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.581 19%|#8 | 47/250 [00:27<02:04, 1.63it/s] CLIP Loss: 707.752 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 707.752 19%|#9 | 48/250 [00:28<02:00, 1.67it/s] CLIP Loss: 706.516 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.516 20%|#9 | 49/250 [00:28<01:57, 1.71it/s] CLIP Loss: 711.107 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.107 20%|## | 50/250 [00:29<01:55, 1.73it/s] CLIP Loss: 716.157 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 716.157 20%|## | 51/250 [00:30<02:06, 1.57it/s] CLIP Loss: 715.504 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 715.504 21%|## | 52/250 [00:30<02:01, 1.63it/s] CLIP Loss: 711.539 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 711.539 21%|##1 | 53/250 [00:31<01:57, 1.68it/s] CLIP Loss: 704.853 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.853 22%|##1 | 54/250 [00:31<01:53, 1.72it/s] CLIP Loss: 709.717 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.717 22%|##2 | 55/250 [00:32<01:52, 1.73it/s] CLIP Loss: 722.287 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 722.287 22%|##2 | 56/250 [00:33<02:05, 1.55it/s] CLIP Loss: 713.392 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 713.392 23%|##2 | 57/250 [00:33<01:58, 1.62it/s] CLIP Loss: 718.527 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 718.527 23%|##3 | 58/250 [00:34<01:54, 1.67it/s] CLIP Loss: 702.056 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 702.056 24%|##3 | 59/250 [00:35<01:51, 1.71it/s] CLIP Loss: 699.099 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.099 24%|##4 | 60/250 [00:35<01:49, 1.74it/s] CLIP Loss: 697.595 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.595 24%|##4 | 61/250 [00:36<02:01, 1.55it/s] CLIP Loss: 699.905 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.905 25%|##4 | 62/250 [00:36<01:55, 1.62it/s] CLIP Loss: 699.111 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 699.111 25%|##5 | 63/250 [00:37<01:51, 1.68it/s] CLIP Loss: 697.463 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 697.463 26%|##5 | 64/250 [00:38<01:50, 1.69it/s] CLIP Loss: 704.879 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 704.879 26%|##6 | 65/250 [00:38<01:47, 1.71it/s] CLIP Loss: 706.740 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.740 26%|##6 | 66/250 [00:39<02:02, 1.51it/s] CLIP Loss: 701.552 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 701.552 27%|##6 | 67/250 [00:40<01:56, 1.57it/s] CLIP Loss: 700.015 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.015 27%|##7 | 68/250 [00:40<01:51, 1.64it/s] CLIP Loss: 706.520 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 706.520 28%|##7 | 69/250 [00:41<01:47, 1.69it/s] CLIP Loss: 700.940 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 700.940 28%|##8 | 70/250 [00:41<01:44, 1.73it/s] CLIP Loss: 705.659 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.659 28%|##8 | 71/250 [00:42<01:59, 1.50it/s] CLIP Loss: 720.268 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 720.268 29%|##8 | 72/250 [00:43<01:52, 1.59it/s] CLIP Loss: 726.123 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 726.123 29%|##9 | 73/250 [00:43<01:47, 1.64it/s] CLIP Loss: 709.346 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 709.346 30%|##9 | 74/250 [00:44<01:44, 1.68it/s] CLIP Loss: 705.811 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 705.811 30%|### | 75/250 [00:44<01:41, 1.73it/s] CLIP Loss: 698.150 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.150 30%|### | 76/250 [00:45<01:57, 1.49it/s] CLIP Loss: 691.708 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.708 31%|### | 77/250 [00:46<01:49, 1.58it/s] CLIP Loss: 693.496 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.496 31%|###1 | 78/250 [00:46<01:44, 1.64it/s] CLIP Loss: 690.980 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.980 32%|###1 | 79/250 [00:47<01:41, 1.68it/s] CLIP Loss: 694.823 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 694.823 32%|###2 | 80/250 [00:47<01:38, 1.73it/s] CLIP Loss: 686.696 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.696 32%|###2 | 81/250 [00:48<01:53, 1.48it/s] CLIP Loss: 684.138 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.138 33%|###2 | 82/250 [00:49<01:46, 1.58it/s] CLIP Loss: 685.032 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.032 33%|###3 | 83/250 [00:49<01:42, 1.63it/s] CLIP Loss: 684.322 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.322 34%|###3 | 84/250 [00:50<01:38, 1.68it/s] CLIP Loss: 681.899 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 681.899 34%|###4 | 85/250 [00:50<01:36, 1.72it/s] CLIP Loss: 682.842 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 682.842 34%|###4 | 86/250 [00:51<01:49, 1.49it/s] CLIP Loss: 683.338 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.338 35%|###4 | 87/250 [00:52<01:43, 1.58it/s] CLIP Loss: 680.622 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 680.622 35%|###5 | 88/250 [00:52<01:39, 1.63it/s] CLIP Loss: 693.090 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 693.090 36%|###5 | 89/250 [00:53<01:35, 1.69it/s] CLIP Loss: 685.238 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.238 36%|###6 | 90/250 [00:54<01:32, 1.72it/s] CLIP Loss: 683.597 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.597 36%|###6 | 91/250 [00:54<01:46, 1.50it/s] CLIP Loss: 691.462 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 691.462 37%|###6 | 92/250 [00:55<01:40, 1.58it/s] CLIP Loss: 690.214 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 690.214 37%|###7 | 93/250 [00:56<01:35, 1.64it/s] CLIP Loss: 683.492 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.492 38%|###7 | 94/250 [00:56<01:32, 1.69it/s] CLIP Loss: 688.667 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 688.667 38%|###8 | 95/250 [00:57<01:29, 1.73it/s] CLIP Loss: 680.232 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 680.232 38%|###8 | 96/250 [00:58<01:43, 1.49it/s] CLIP Loss: 680.508 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 680.508 39%|###8 | 97/250 [00:58<01:37, 1.57it/s] CLIP Loss: 683.508 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.508 39%|###9 | 98/250 [00:59<01:32, 1.64it/s] CLIP Loss: 675.373 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 675.373 40%|###9 | 99/250 [00:59<01:29, 1.69it/s] CLIP Loss: 668.995 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.995 40%|#### | 100/250 [01:00<01:27, 1.72it/s] CLIP Loss: 675.574 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 675.574 40%|#### | 101/250 [01:01<01:39, 1.50it/s] CLIP Loss: 676.734 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 676.734 41%|#### | 102/250 [01:01<01:33, 1.58it/s] CLIP Loss: 678.083 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 678.083 41%|####1 | 103/250 [01:02<01:29, 1.64it/s] CLIP Loss: 680.201 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 680.201 42%|####1 | 104/250 [01:02<01:26, 1.69it/s] CLIP Loss: 674.448 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 674.448 42%|####2 | 105/250 [01:03<01:24, 1.71it/s] CLIP Loss: 670.776 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.776 42%|####2 | 106/250 [01:04<01:37, 1.47it/s] CLIP Loss: 698.191 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 698.191 43%|####2 | 107/250 [01:04<01:31, 1.56it/s] CLIP Loss: 686.017 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 686.017 43%|####3 | 108/250 [01:05<01:26, 1.64it/s] CLIP Loss: 677.845 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 677.845 44%|####3 | 109/250 [01:05<01:23, 1.69it/s] CLIP Loss: 672.616 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.616 44%|####4 | 110/250 [01:06<01:21, 1.72it/s] CLIP Loss: 676.775 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 676.775 44%|####4 | 111/250 [01:07<01:35, 1.45it/s] CLIP Loss: 677.580 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 677.580 45%|####4 | 112/250 [01:07<01:29, 1.55it/s] CLIP Loss: 674.141 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 674.141 45%|####5 | 113/250 [01:08<01:25, 1.60it/s] CLIP Loss: 672.879 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.879 46%|####5 | 114/250 [01:09<01:21, 1.67it/s] CLIP Loss: 678.863 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 678.863 46%|####6 | 115/250 [01:09<01:18, 1.71it/s] CLIP Loss: 667.516 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.516 46%|####6 | 116/250 [01:10<01:28, 1.52it/s] CLIP Loss: 670.566 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.566 47%|####6 | 117/250 [01:10<01:22, 1.60it/s] CLIP Loss: 669.392 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.392 47%|####7 | 118/250 [01:11<01:19, 1.66it/s] CLIP Loss: 666.023 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.023 48%|####7 | 119/250 [01:12<01:16, 1.71it/s] CLIP Loss: 669.649 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.649 48%|####8 | 120/250 [01:12<01:14, 1.74it/s] CLIP Loss: 669.270 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.270 48%|####8 | 121/250 [01:13<01:24, 1.53it/s] CLIP Loss: 670.517 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.517 49%|####8 | 122/250 [01:13<01:20, 1.60it/s] CLIP Loss: 672.700 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.700 49%|####9 | 123/250 [01:14<01:16, 1.66it/s] CLIP Loss: 669.906 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.906 50%|####9 | 124/250 [01:15<01:13, 1.71it/s] CLIP Loss: 667.318 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.318 50%|##### | 125/250 [01:15<01:11, 1.74it/s] CLIP Loss: 661.196 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 661.196 50%|##### | 126/250 [01:16<01:21, 1.52it/s] CLIP Loss: 664.125 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 664.125 51%|##### | 127/250 [01:17<01:16, 1.60it/s] CLIP Loss: 665.944 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 665.944 51%|#####1 | 128/250 [01:17<01:13, 1.65it/s] CLIP Loss: 669.439 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.439 52%|#####1 | 129/250 [01:18<01:10, 1.71it/s] CLIP Loss: 680.292 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 680.292 52%|#####2 | 130/250 [01:18<01:09, 1.74it/s] CLIP Loss: 669.828 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.828 52%|#####2 | 131/250 [01:19<01:17, 1.54it/s] CLIP Loss: 670.062 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.062 53%|#####2 | 132/250 [01:20<01:13, 1.62it/s] CLIP Loss: 671.475 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 671.475 53%|#####3 | 133/250 [01:20<01:09, 1.67it/s] CLIP Loss: 669.214 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.214 54%|#####3 | 134/250 [01:21<01:08, 1.70it/s] CLIP Loss: 669.232 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.232 54%|#####4 | 135/250 [01:21<01:06, 1.74it/s] CLIP Loss: 675.216 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 675.216 54%|#####4 | 136/250 [01:22<01:13, 1.54it/s] CLIP Loss: 664.705 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 664.705 55%|#####4 | 137/250 [01:23<01:09, 1.62it/s] CLIP Loss: 659.525 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 659.525 55%|#####5 | 138/250 [01:23<01:06, 1.67it/s] CLIP Loss: 666.722 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.722 56%|#####5 | 139/250 [01:24<01:04, 1.72it/s] CLIP Loss: 667.398 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.398 56%|#####6 | 140/250 [01:24<01:03, 1.74it/s] CLIP Loss: 664.422 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 664.422 56%|#####6 | 141/250 [01:25<01:11, 1.52it/s] CLIP Loss: 667.157 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.157 57%|#####6 | 142/250 [01:26<01:07, 1.60it/s] CLIP Loss: 670.199 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.199 57%|#####7 | 143/250 [01:26<01:04, 1.66it/s] CLIP Loss: 671.003 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 671.003 58%|#####7 | 144/250 [01:27<01:02, 1.71it/s] CLIP Loss: 668.046 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.046 58%|#####8 | 145/250 [01:27<01:00, 1.74it/s] CLIP Loss: 663.901 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 663.901 58%|#####8 | 146/250 [01:28<01:08, 1.51it/s] CLIP Loss: 663.091 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 663.091 59%|#####8 | 147/250 [01:29<01:04, 1.60it/s] CLIP Loss: 665.401 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 665.401 59%|#####9 | 148/250 [01:29<01:01, 1.66it/s] CLIP Loss: 665.026 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 665.026 60%|#####9 | 149/250 [01:30<00:59, 1.71it/s] CLIP Loss: 662.928 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 662.928 60%|###### | 150/250 [01:30<00:57, 1.74it/s] CLIP Loss: 658.268 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 658.268 60%|###### | 151/250 [01:31<01:06, 1.48it/s] CLIP Loss: 661.417 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 661.417 61%|###### | 152/250 [01:32<01:02, 1.57it/s] CLIP Loss: 658.754 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 658.754 61%|######1 | 153/250 [01:32<00:59, 1.63it/s] CLIP Loss: 659.222 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 659.222 62%|######1 | 154/250 [01:33<00:57, 1.68it/s] CLIP Loss: 656.349 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 656.349 62%|######2 | 155/250 [01:33<00:55, 1.73it/s] CLIP Loss: 660.467 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 660.467 62%|######2 | 156/250 [01:34<01:02, 1.51it/s] CLIP Loss: 664.536 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 664.536 63%|######2 | 157/250 [01:35<00:58, 1.60it/s] CLIP Loss: 660.795 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 660.795 63%|######3 | 158/250 [01:35<00:56, 1.64it/s] CLIP Loss: 659.715 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 659.715 64%|######3 | 159/250 [01:36<00:54, 1.68it/s] CLIP Loss: 670.953 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.953 64%|######4 | 160/250 [01:37<00:52, 1.72it/s] CLIP Loss: 661.953 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 661.953 64%|######4 | 161/250 [01:37<00:58, 1.53it/s] CLIP Loss: 664.375 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 664.375 65%|######4 | 162/250 [01:38<00:54, 1.62it/s] CLIP Loss: 666.423 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.423 65%|######5 | 163/250 [01:38<00:52, 1.66it/s] CLIP Loss: 663.892 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 663.892 66%|######5 | 164/250 [01:39<00:50, 1.71it/s] CLIP Loss: 658.635 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 658.635 66%|######6 | 165/250 [01:40<00:48, 1.74it/s] CLIP Loss: 662.004 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 662.004 66%|######6 | 166/250 [01:40<00:53, 1.56it/s] CLIP Loss: 662.432 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 662.432 67%|######6 | 167/250 [01:41<00:50, 1.64it/s] CLIP Loss: 670.188 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.188 67%|######7 | 168/250 [01:41<00:48, 1.69it/s] CLIP Loss: 665.408 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 665.408 68%|######7 | 169/250 [01:42<00:46, 1.73it/s] CLIP Loss: 668.391 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.391 68%|######8 | 170/250 [01:43<00:45, 1.76it/s] CLIP Loss: 661.461 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 661.461 68%|######8 | 171/250 [01:43<00:50, 1.55it/s] CLIP Loss: 663.494 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 663.494 69%|######8 | 172/250 [01:44<00:47, 1.63it/s] CLIP Loss: 668.316 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.316 69%|######9 | 173/250 [01:44<00:45, 1.69it/s] CLIP Loss: 662.012 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 662.012 70%|######9 | 174/250 [01:45<00:44, 1.73it/s] CLIP Loss: 664.453 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 664.453 70%|####### | 175/250 [01:46<00:42, 1.76it/s] CLIP Loss: 673.271 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 673.271 70%|####### | 176/250 [01:46<00:47, 1.57it/s] CLIP Loss: 664.184 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 664.184 71%|####### | 177/250 [01:47<00:44, 1.63it/s] CLIP Loss: 668.735 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.735 71%|#######1 | 178/250 [01:47<00:42, 1.69it/s] CLIP Loss: 666.168 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.168 72%|#######1 | 179/250 [01:48<00:41, 1.72it/s] CLIP Loss: 668.901 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.901 72%|#######2 | 180/250 [01:49<00:39, 1.75it/s] CLIP Loss: 671.044 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 671.044 72%|#######2 | 181/250 [01:49<00:44, 1.56it/s] CLIP Loss: 671.535 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 671.535 73%|#######2 | 182/250 [01:50<00:41, 1.62it/s] CLIP Loss: 676.565 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 676.565 73%|#######3 | 183/250 [01:50<00:39, 1.68it/s] CLIP Loss: 673.403 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 673.403 74%|#######3 | 184/250 [01:51<00:38, 1.71it/s] CLIP Loss: 666.777 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.777 74%|#######4 | 185/250 [01:52<00:37, 1.74it/s] CLIP Loss: 669.907 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.907 74%|#######4 | 186/250 [01:52<00:41, 1.54it/s] CLIP Loss: 666.248 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.248 75%|#######4 | 187/250 [01:53<00:39, 1.61it/s] CLIP Loss: 669.818 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.818 75%|#######5 | 188/250 [01:53<00:37, 1.67it/s] CLIP Loss: 667.280 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.280 76%|#######5 | 189/250 [01:54<00:35, 1.72it/s] CLIP Loss: 676.365 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 676.365 76%|#######6 | 190/250 [01:55<00:34, 1.75it/s] CLIP Loss: 674.713 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 674.713 76%|#######6 | 191/250 [01:55<00:38, 1.55it/s] CLIP Loss: 674.927 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 674.927 77%|#######6 | 192/250 [01:56<00:35, 1.63it/s] CLIP Loss: 677.283 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 677.283 77%|#######7 | 193/250 [01:56<00:33, 1.69it/s] CLIP Loss: 671.439 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 671.439 78%|#######7 | 194/250 [01:57<00:32, 1.73it/s] CLIP Loss: 672.668 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.668 78%|#######8 | 195/250 [01:58<00:31, 1.75it/s] CLIP Loss: 675.941 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 675.941 78%|#######8 | 196/250 [01:58<00:34, 1.56it/s] CLIP Loss: 668.572 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.572 79%|#######8 | 197/250 [01:59<00:32, 1.63it/s] CLIP Loss: 673.825 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 673.825 79%|#######9 | 198/250 [01:59<00:31, 1.68it/s] CLIP Loss: 672.132 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.132 80%|#######9 | 199/250 [02:00<00:30, 1.70it/s] CLIP Loss: 673.336 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 673.336 80%|######## | 200/250 [02:01<00:28, 1.73it/s] CLIP Loss: 669.449 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.449 80%|######## | 201/250 [02:01<00:31, 1.55it/s] CLIP Loss: 666.441 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.441 81%|######## | 202/250 [02:02<00:29, 1.62it/s] CLIP Loss: 672.316 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.316 81%|########1 | 203/250 [02:02<00:28, 1.68it/s] CLIP Loss: 679.212 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 679.212 82%|########1 | 204/250 [02:03<00:26, 1.72it/s] CLIP Loss: 669.122 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.122 82%|########2 | 205/250 [02:04<00:25, 1.75it/s] CLIP Loss: 677.737 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 677.737 82%|########2 | 206/250 [02:04<00:27, 1.58it/s] CLIP Loss: 670.132 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.132 83%|########2 | 207/250 [02:05<00:26, 1.65it/s] CLIP Loss: 667.114 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.114 83%|########3 | 208/250 [02:05<00:24, 1.69it/s] CLIP Loss: 667.921 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.921 84%|########3 | 209/250 [02:06<00:23, 1.72it/s] CLIP Loss: 674.479 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 674.479 84%|########4 | 210/250 [02:07<00:22, 1.75it/s] CLIP Loss: 672.379 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.379 84%|########4 | 211/250 [02:07<00:24, 1.57it/s] CLIP Loss: 672.998 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.998 85%|########4 | 212/250 [02:08<00:23, 1.64it/s] CLIP Loss: 667.630 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.630 85%|########5 | 213/250 [02:08<00:21, 1.69it/s] CLIP Loss: 672.318 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.318 86%|########5 | 214/250 [02:09<00:20, 1.72it/s] CLIP Loss: 669.539 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.539 86%|########6 | 215/250 [02:10<00:20, 1.75it/s] CLIP Loss: 673.043 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 673.043 86%|########6 | 216/250 [02:10<00:21, 1.56it/s] CLIP Loss: 668.506 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.506 87%|########6 | 217/250 [02:11<00:20, 1.64it/s] CLIP Loss: 669.773 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.773 87%|########7 | 218/250 [02:11<00:19, 1.68it/s] CLIP Loss: 667.422 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.422 88%|########7 | 219/250 [02:12<00:18, 1.71it/s] CLIP Loss: 670.411 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.411 88%|########8 | 220/250 [02:13<00:17, 1.74it/s] CLIP Loss: 671.898 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 671.898 88%|########8 | 221/250 [02:13<00:18, 1.57it/s] CLIP Loss: 667.671 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.671 89%|########8 | 222/250 [02:14<00:17, 1.63it/s] CLIP Loss: 671.586 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 671.586 89%|########9 | 223/250 [02:14<00:16, 1.68it/s] CLIP Loss: 669.895 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.895 90%|########9 | 224/250 [02:15<00:15, 1.73it/s] CLIP Loss: 668.688 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.688 90%|######### | 225/250 [02:16<00:14, 1.76it/s] CLIP Loss: 672.785 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.785 90%|######### | 226/250 [02:16<00:15, 1.56it/s] CLIP Loss: 669.986 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.986 91%|######### | 227/250 [02:17<00:14, 1.64it/s] CLIP Loss: 668.979 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.979 91%|#########1| 228/250 [02:17<00:13, 1.69it/s] CLIP Loss: 668.471 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.471 92%|#########1| 229/250 [02:18<00:12, 1.72it/s] CLIP Loss: 667.804 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.804 92%|#########2| 230/250 [02:19<00:11, 1.76it/s] CLIP Loss: 665.959 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 665.959 92%|#########2| 231/250 [02:19<00:12, 1.56it/s] CLIP Loss: 666.627 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.627 93%|#########2| 232/250 [02:20<00:10, 1.64it/s] CLIP Loss: 666.118 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 666.118 93%|#########3| 233/250 [02:20<00:10, 1.68it/s] CLIP Loss: 664.350 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 664.350 94%|#########3| 234/250 [02:21<00:09, 1.73it/s] CLIP Loss: 667.904 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 667.904 94%|#########3| 235/250 [02:22<00:08, 1.75it/s] CLIP Loss: 670.082 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 670.082 94%|#########4| 236/250 [02:22<00:08, 1.58it/s] CLIP Loss: 669.198 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 669.198 95%|#########4| 237/250 [02:23<00:07, 1.65it/s] CLIP Loss: 668.942 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 668.942 95%|#########5| 238/250 [02:23<00:07, 1.69it/s] CLIP Loss: 671.803 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 671.803 96%|#########5| 239/250 [02:24<00:06, 1.73it/s] CLIP Loss: 672.824 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 672.824 96%|#########6| 240/250 [02:25<00:05, 1.76it/s] CLIP Loss: 673.997 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 673.997 96%|#########6| 241/250 [02:25<00:05, 1.60it/s] CLIP Loss: 673.108 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 673.108 97%|#########6| 242/250 [02:26<00:04, 1.66it/s] CLIP Loss: 678.177 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 678.177 97%|#########7| 243/250 [02:26<00:04, 1.71it/s] CLIP Loss: 674.251 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 674.251 98%|#########7| 244/250 [02:27<00:03, 1.74it/s] CLIP Loss: 676.841 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 676.841 98%|#########8| 245/250 [02:27<00:02, 1.76it/s] CLIP Loss: 677.566 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 677.566 98%|#########8| 246/250 [02:28<00:02, 1.59it/s] CLIP Loss: 683.281 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.281 99%|#########8| 247/250 [02:29<00:01, 1.66it/s] CLIP Loss: 684.601 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 684.601 99%|#########9| 248/250 [02:29<00:01, 1.71it/s] CLIP Loss: 683.854 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 683.854 100%|#########9| 249/250 [02:30<00:00, 1.76it/s] CLIP Loss: 685.578 Range Loss: 0.000 TV Loss: 0.000 Total Loss: 685.578 100%|##########| 250/250 [02:31<00:00, 1.63it/s] 100%|##########| 250/250 [02:31<00:00, 1.65it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDq4jlkuc6kvhgvhqaobcppz5kgiStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- grass blowing in the wind
- respace
- 250
- tv_scale
- 100
- sat_scale
- "0"
- range_scale
- "50"
- use_magnitude
- use_augmentations
- clip_guidance_scale
- 1000
{ "seed": "0", "prompt": "grass blowing in the wind", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 1000 }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "grass blowing in the wind", respace: "250", tv_scale: 100, sat_scale: "0", range_scale: "50", use_magnitude: false, use_augmentations: false, clip_guidance_scale: 1000 } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "grass blowing in the wind", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": "50", "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": 1000 } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "grass blowing in the wind", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 1000 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="grass blowing in the wind"' \ -i 'respace="250"' \ -i 'tv_scale=100' \ -i 'sat_scale="0"' \ -i 'range_scale="50"' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale=1000'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "grass blowing in the wind", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 1000 } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T12:46:54.001501Z", "created_at": "2021-10-15T12:44:22.526758Z", "data_removed": false, "error": null, "id": "q4jlkuc6kvhgvhqaobcppz5kgi", "input": { "seed": "0", "prompt": "grass blowing in the wind", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": 1000 }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 924.631\tRange Loss: 0.000\tTV Loss: 5.386\tTotal Loss: 930.018\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:47, 1.49it/s]\nCLIP Loss: 924.089\tRange Loss: 0.000\tTV Loss: 2.816\tTotal Loss: 926.905\n\n 1%| | 2/250 [00:01<02:25, 1.70it/s]\nCLIP Loss: 919.776\tRange Loss: 0.000\tTV Loss: 3.122\tTotal Loss: 922.898\n\n 1%|1 | 3/250 [00:01<02:20, 1.75it/s]\nCLIP Loss: 916.116\tRange Loss: 0.000\tTV Loss: 3.908\tTotal Loss: 920.024\n\n 2%|1 | 4/250 [00:02<02:18, 1.78it/s]\nCLIP Loss: 914.099\tRange Loss: 0.001\tTV Loss: 3.069\tTotal Loss: 917.170\n\n 2%|2 | 5/250 [00:02<02:16, 1.79it/s]\nCLIP Loss: 914.122\tRange Loss: 0.000\tTV Loss: 1.919\tTotal Loss: 916.042\n\n 2%|2 | 6/250 [00:03<02:33, 1.59it/s]\nCLIP Loss: 904.662\tRange Loss: 0.000\tTV Loss: 1.793\tTotal Loss: 906.454\n\n 3%|2 | 7/250 [00:04<02:25, 1.67it/s]\nCLIP Loss: 904.462\tRange Loss: 0.000\tTV Loss: 1.934\tTotal Loss: 906.396\n\n 3%|3 | 8/250 [00:04<02:23, 1.69it/s]\nCLIP Loss: 895.506\tRange Loss: 0.000\tTV Loss: 1.989\tTotal Loss: 897.496\n\n 4%|3 | 9/250 [00:05<02:19, 1.73it/s]\nCLIP Loss: 889.336\tRange Loss: 0.002\tTV Loss: 1.998\tTotal Loss: 891.336\n\n 4%|4 | 10/250 [00:05<02:16, 1.76it/s]\nCLIP Loss: 883.950\tRange Loss: 0.002\tTV Loss: 2.846\tTotal Loss: 886.797\n\n 4%|4 | 11/250 [00:06<02:27, 1.62it/s]\nCLIP Loss: 868.335\tRange Loss: 0.006\tTV Loss: 3.347\tTotal Loss: 871.687\n\n 5%|4 | 12/250 [00:07<02:22, 1.68it/s]\nCLIP Loss: 863.653\tRange Loss: 0.007\tTV Loss: 2.759\tTotal Loss: 866.419\n\n 5%|5 | 13/250 [00:07<02:18, 1.71it/s]\nCLIP Loss: 848.852\tRange Loss: 0.010\tTV Loss: 3.211\tTotal Loss: 852.073\n\n 6%|5 | 14/250 [00:08<02:16, 1.73it/s]\nCLIP Loss: 833.652\tRange Loss: 0.004\tTV Loss: 2.804\tTotal Loss: 836.460\n\n 6%|6 | 15/250 [00:08<02:14, 1.75it/s]\nCLIP Loss: 841.724\tRange Loss: 0.003\tTV Loss: 3.706\tTotal Loss: 845.434\n\n 6%|6 | 16/250 [00:09<02:25, 1.60it/s]\nCLIP Loss: 861.769\tRange Loss: 0.000\tTV Loss: 2.169\tTotal Loss: 863.938\n\n 7%|6 | 17/250 [00:10<02:19, 1.67it/s]\nCLIP Loss: 812.800\tRange Loss: 0.007\tTV Loss: 2.769\tTotal Loss: 815.576\n\n 7%|7 | 18/250 [00:10<02:15, 1.71it/s]\nCLIP Loss: 799.001\tRange Loss: 0.011\tTV Loss: 2.364\tTotal Loss: 801.377\n\n 8%|7 | 19/250 [00:11<02:13, 1.73it/s]\nCLIP Loss: 798.685\tRange Loss: 0.000\tTV Loss: 1.654\tTotal Loss: 800.339\n\n 8%|8 | 20/250 [00:11<02:11, 1.75it/s]\nCLIP Loss: 773.057\tRange Loss: 0.001\tTV Loss: 1.560\tTotal Loss: 774.617\n\n 8%|8 | 21/250 [00:12<02:22, 1.61it/s]\nCLIP Loss: 787.533\tRange Loss: 0.000\tTV Loss: 1.205\tTotal Loss: 788.737\n\n 9%|8 | 22/250 [00:13<02:16, 1.67it/s]\nCLIP Loss: 776.872\tRange Loss: 0.000\tTV Loss: 1.183\tTotal Loss: 778.055\n\n 9%|9 | 23/250 [00:13<02:12, 1.71it/s]\nCLIP Loss: 786.791\tRange Loss: 0.000\tTV Loss: 0.981\tTotal Loss: 787.772\n\n 10%|9 | 24/250 [00:14<02:10, 1.73it/s]\nCLIP Loss: 777.681\tRange Loss: 0.003\tTV Loss: 1.031\tTotal Loss: 778.715\n\n 10%|# | 25/250 [00:14<02:08, 1.75it/s]\nCLIP Loss: 774.273\tRange Loss: 0.000\tTV Loss: 1.105\tTotal Loss: 775.378\n\n 10%|# | 26/250 [00:15<02:21, 1.58it/s]\nCLIP Loss: 773.174\tRange Loss: 0.001\tTV Loss: 0.977\tTotal Loss: 774.152\n\n 11%|# | 27/250 [00:16<02:14, 1.65it/s]\nCLIP Loss: 791.731\tRange Loss: 0.000\tTV Loss: 0.581\tTotal Loss: 792.313\n\n 11%|#1 | 28/250 [00:16<02:10, 1.70it/s]\nCLIP Loss: 764.734\tRange Loss: 0.000\tTV Loss: 0.799\tTotal Loss: 765.533\n\n 12%|#1 | 29/250 [00:17<02:07, 1.73it/s]\nCLIP Loss: 756.810\tRange Loss: 0.000\tTV Loss: 0.679\tTotal Loss: 757.489\n\n 12%|#2 | 30/250 [00:17<02:05, 1.76it/s]\nCLIP Loss: 769.178\tRange Loss: 0.000\tTV Loss: 0.444\tTotal Loss: 769.621\n\n 12%|#2 | 31/250 [00:18<02:16, 1.61it/s]\nCLIP Loss: 759.136\tRange Loss: 0.000\tTV Loss: 0.562\tTotal Loss: 759.698\n\n 13%|#2 | 32/250 [00:18<02:12, 1.65it/s]\nCLIP Loss: 777.187\tRange Loss: 0.000\tTV Loss: 0.470\tTotal Loss: 777.658\n\n 13%|#3 | 33/250 [00:19<02:08, 1.69it/s]\nCLIP Loss: 758.141\tRange Loss: 0.000\tTV Loss: 0.424\tTotal Loss: 758.565\n\n 14%|#3 | 34/250 [00:20<02:05, 1.72it/s]\nCLIP Loss: 766.259\tRange Loss: 0.000\tTV Loss: 0.461\tTotal Loss: 766.720\n\n 14%|#4 | 35/250 [00:20<02:03, 1.73it/s]\nCLIP Loss: 775.712\tRange Loss: 0.000\tTV Loss: 0.367\tTotal Loss: 776.079\n\n 14%|#4 | 36/250 [00:21<02:14, 1.59it/s]\nCLIP Loss: 859.892\tRange Loss: 0.000\tTV Loss: 0.458\tTotal Loss: 860.350\n\n 15%|#4 | 37/250 [00:21<02:09, 1.64it/s]\nCLIP Loss: 793.872\tRange Loss: 0.000\tTV Loss: 0.433\tTotal Loss: 794.306\n\n 15%|#5 | 38/250 [00:22<02:07, 1.66it/s]\nCLIP Loss: 769.283\tRange Loss: 0.000\tTV Loss: 0.351\tTotal Loss: 769.633\n\n 16%|#5 | 39/250 [00:23<02:04, 1.70it/s]\nCLIP Loss: 761.175\tRange Loss: 0.000\tTV Loss: 0.227\tTotal Loss: 761.402\n\n 16%|#6 | 40/250 [00:23<02:01, 1.72it/s]\nCLIP Loss: 759.146\tRange Loss: 0.000\tTV Loss: 0.270\tTotal Loss: 759.415\n\n 16%|#6 | 41/250 [00:24<02:13, 1.56it/s]\nCLIP Loss: 765.560\tRange Loss: 0.000\tTV Loss: 0.227\tTotal Loss: 765.787\n\n 17%|#6 | 42/250 [00:24<02:07, 1.63it/s]\nCLIP Loss: 761.653\tRange Loss: 0.000\tTV Loss: 0.193\tTotal Loss: 761.846\n\n 17%|#7 | 43/250 [00:25<02:03, 1.68it/s]\nCLIP Loss: 754.695\tRange Loss: 0.000\tTV Loss: 0.188\tTotal Loss: 754.883\n\n 18%|#7 | 44/250 [00:26<02:00, 1.71it/s]\nCLIP Loss: 750.048\tRange Loss: 0.000\tTV Loss: 0.231\tTotal Loss: 750.279\n\n 18%|#8 | 45/250 [00:26<01:58, 1.73it/s]\nCLIP Loss: 754.302\tRange Loss: 0.000\tTV Loss: 0.204\tTotal Loss: 754.506\n\n 18%|#8 | 46/250 [00:27<02:10, 1.57it/s]\nCLIP Loss: 748.029\tRange Loss: 0.000\tTV Loss: 0.175\tTotal Loss: 748.204\n\n 19%|#8 | 47/250 [00:28<02:04, 1.62it/s]\nCLIP Loss: 750.952\tRange Loss: 0.000\tTV Loss: 0.179\tTotal Loss: 751.131\n\n 19%|#9 | 48/250 [00:28<02:00, 1.67it/s]\nCLIP Loss: 750.203\tRange Loss: 0.000\tTV Loss: 0.201\tTotal Loss: 750.404\n\n 20%|#9 | 49/250 [00:29<01:57, 1.71it/s]\nCLIP Loss: 758.724\tRange Loss: 0.000\tTV Loss: 0.192\tTotal Loss: 758.916\n\n 20%|## | 50/250 [00:29<01:55, 1.73it/s]\nCLIP Loss: 748.713\tRange Loss: 0.000\tTV Loss: 0.165\tTotal Loss: 748.878\n\n 20%|## | 51/250 [00:30<02:07, 1.56it/s]\nCLIP Loss: 741.545\tRange Loss: 0.000\tTV Loss: 0.220\tTotal Loss: 741.765\n\n 21%|## | 52/250 [00:31<02:02, 1.62it/s]\nCLIP Loss: 745.766\tRange Loss: 0.000\tTV Loss: 0.176\tTotal Loss: 745.943\n\n 21%|##1 | 53/250 [00:31<01:57, 1.67it/s]\nCLIP Loss: 738.146\tRange Loss: 0.000\tTV Loss: 0.153\tTotal Loss: 738.299\n\n 22%|##1 | 54/250 [00:32<01:54, 1.71it/s]\nCLIP Loss: 739.721\tRange Loss: 0.000\tTV Loss: 0.212\tTotal Loss: 739.933\n\n 22%|##2 | 55/250 [00:32<01:52, 1.73it/s]\nCLIP Loss: 737.857\tRange Loss: 0.000\tTV Loss: 0.138\tTotal Loss: 737.995\n\n 22%|##2 | 56/250 [00:33<02:06, 1.53it/s]\nCLIP Loss: 743.309\tRange Loss: 0.000\tTV Loss: 0.138\tTotal Loss: 743.447\n\n 23%|##2 | 57/250 [00:34<01:59, 1.61it/s]\nCLIP Loss: 738.336\tRange Loss: 0.000\tTV Loss: 0.128\tTotal Loss: 738.464\n\n 23%|##3 | 58/250 [00:34<01:55, 1.66it/s]\nCLIP Loss: 746.979\tRange Loss: 0.000\tTV Loss: 0.106\tTotal Loss: 747.085\n\n 24%|##3 | 59/250 [00:35<01:53, 1.69it/s]\nCLIP Loss: 736.918\tRange Loss: 0.000\tTV Loss: 0.136\tTotal Loss: 737.054\n\n 24%|##4 | 60/250 [00:35<01:50, 1.71it/s]\nCLIP Loss: 736.376\tRange Loss: 0.000\tTV Loss: 0.109\tTotal Loss: 736.486\n\n 24%|##4 | 61/250 [00:36<02:05, 1.51it/s]\nCLIP Loss: 737.354\tRange Loss: 0.000\tTV Loss: 0.101\tTotal Loss: 737.455\n\n 25%|##4 | 62/250 [00:37<01:58, 1.58it/s]\nCLIP Loss: 746.670\tRange Loss: 0.000\tTV Loss: 0.100\tTotal Loss: 746.770\n\n 25%|##5 | 63/250 [00:37<01:54, 1.64it/s]\nCLIP Loss: 759.488\tRange Loss: 0.000\tTV Loss: 0.178\tTotal Loss: 759.666\n\n 26%|##5 | 64/250 [00:38<01:51, 1.67it/s]\nCLIP Loss: 744.539\tRange Loss: 0.000\tTV Loss: 0.156\tTotal Loss: 744.695\n\n 26%|##6 | 65/250 [00:38<01:49, 1.69it/s]\nCLIP Loss: 743.116\tRange Loss: 0.000\tTV Loss: 0.151\tTotal Loss: 743.267\n\n 26%|##6 | 66/250 [00:39<02:02, 1.50it/s]\nCLIP Loss: 736.720\tRange Loss: 0.000\tTV Loss: 0.149\tTotal Loss: 736.869\n\n 27%|##6 | 67/250 [00:40<01:56, 1.57it/s]\nCLIP Loss: 744.869\tRange Loss: 0.000\tTV Loss: 0.197\tTotal Loss: 745.065\n\n 27%|##7 | 68/250 [00:40<01:51, 1.63it/s]\nCLIP Loss: 770.842\tRange Loss: 0.000\tTV Loss: 0.171\tTotal Loss: 771.013\n\n 28%|##7 | 69/250 [00:41<01:48, 1.67it/s]\nCLIP Loss: 746.754\tRange Loss: 0.000\tTV Loss: 0.203\tTotal Loss: 746.957\n\n 28%|##8 | 70/250 [00:41<01:45, 1.71it/s]\nCLIP Loss: 742.990\tRange Loss: 0.000\tTV Loss: 0.217\tTotal Loss: 743.207\n\n 28%|##8 | 71/250 [00:42<01:59, 1.50it/s]\nCLIP Loss: 734.444\tRange Loss: 0.000\tTV Loss: 0.272\tTotal Loss: 734.716\n\n 29%|##8 | 72/250 [00:43<01:52, 1.59it/s]\nCLIP Loss: 726.777\tRange Loss: 0.000\tTV Loss: 0.297\tTotal Loss: 727.073\n\n 29%|##9 | 73/250 [00:43<01:47, 1.65it/s]\nCLIP Loss: 727.247\tRange Loss: 0.000\tTV Loss: 0.266\tTotal Loss: 727.513\n\n 30%|##9 | 74/250 [00:44<01:43, 1.69it/s]\nCLIP Loss: 722.175\tRange Loss: 0.000\tTV Loss: 0.279\tTotal Loss: 722.454\n\n 30%|### | 75/250 [00:45<01:41, 1.73it/s]\nCLIP Loss: 719.389\tRange Loss: 0.000\tTV Loss: 0.310\tTotal Loss: 719.699\n\n 30%|### | 76/250 [00:45<01:55, 1.51it/s]\nCLIP Loss: 727.885\tRange Loss: 0.000\tTV Loss: 0.315\tTotal Loss: 728.200\n\n 31%|### | 77/250 [00:46<01:49, 1.59it/s]\nCLIP Loss: 728.259\tRange Loss: 0.000\tTV Loss: 0.478\tTotal Loss: 728.737\n\n 31%|###1 | 78/250 [00:47<01:44, 1.64it/s]\nCLIP Loss: 718.561\tRange Loss: 0.000\tTV Loss: 0.438\tTotal Loss: 718.999\n\n 32%|###1 | 79/250 [00:47<01:42, 1.67it/s]\nCLIP Loss: 714.048\tRange Loss: 0.000\tTV Loss: 0.474\tTotal Loss: 714.522\n\n 32%|###2 | 80/250 [00:48<01:39, 1.72it/s]\nCLIP Loss: 718.405\tRange Loss: 0.000\tTV Loss: 0.577\tTotal Loss: 718.982\n\n 32%|###2 | 81/250 [00:48<01:51, 1.51it/s]\nCLIP Loss: 710.476\tRange Loss: 0.000\tTV Loss: 0.578\tTotal Loss: 711.054\n\n 33%|###2 | 82/250 [00:49<01:45, 1.59it/s]\nCLIP Loss: 714.451\tRange Loss: 0.000\tTV Loss: 0.557\tTotal Loss: 715.008\n\n 33%|###3 | 83/250 [00:50<01:41, 1.65it/s]\nCLIP Loss: 719.320\tRange Loss: 0.000\tTV Loss: 0.561\tTotal Loss: 719.881\n\n 34%|###3 | 84/250 [00:50<01:39, 1.67it/s]\nCLIP Loss: 725.605\tRange Loss: 0.000\tTV Loss: 0.646\tTotal Loss: 726.251\n\n 34%|###4 | 85/250 [00:51<01:36, 1.70it/s]\nCLIP Loss: 718.691\tRange Loss: 0.000\tTV Loss: 0.603\tTotal Loss: 719.295\n\n 34%|###4 | 86/250 [00:52<01:50, 1.49it/s]\nCLIP Loss: 716.413\tRange Loss: 0.000\tTV Loss: 0.521\tTotal Loss: 716.934\n\n 35%|###4 | 87/250 [00:52<01:43, 1.57it/s]\nCLIP Loss: 708.780\tRange Loss: 0.000\tTV Loss: 0.553\tTotal Loss: 709.333\n\n 35%|###5 | 88/250 [00:53<01:38, 1.64it/s]\nCLIP Loss: 709.571\tRange Loss: 0.000\tTV Loss: 0.645\tTotal Loss: 710.217\n\n 36%|###5 | 89/250 [00:53<01:35, 1.68it/s]\nCLIP Loss: 703.361\tRange Loss: 0.000\tTV Loss: 0.593\tTotal Loss: 703.953\n\n 36%|###6 | 90/250 [00:54<01:32, 1.72it/s]\nCLIP Loss: 705.699\tRange Loss: 0.000\tTV Loss: 0.683\tTotal Loss: 706.382\n\n 36%|###6 | 91/250 [00:55<01:44, 1.52it/s]\nCLIP Loss: 706.901\tRange Loss: 0.000\tTV Loss: 0.603\tTotal Loss: 707.504\n\n 37%|###6 | 92/250 [00:55<01:40, 1.58it/s]\nCLIP Loss: 713.605\tRange Loss: 0.000\tTV Loss: 0.624\tTotal Loss: 714.229\n\n 37%|###7 | 93/250 [00:56<01:35, 1.64it/s]\nCLIP Loss: 716.087\tRange Loss: 0.000\tTV Loss: 0.670\tTotal Loss: 716.757\n\n 38%|###7 | 94/250 [00:56<01:32, 1.69it/s]\nCLIP Loss: 732.520\tRange Loss: 0.000\tTV Loss: 0.760\tTotal Loss: 733.281\n\n 38%|###8 | 95/250 [00:57<01:29, 1.74it/s]\nCLIP Loss: 726.250\tRange Loss: 0.000\tTV Loss: 0.710\tTotal Loss: 726.960\n\n 38%|###8 | 96/250 [00:58<01:40, 1.53it/s]\nCLIP Loss: 713.001\tRange Loss: 0.000\tTV Loss: 0.684\tTotal Loss: 713.685\n\n 39%|###8 | 97/250 [00:58<01:35, 1.60it/s]\nCLIP Loss: 716.670\tRange Loss: 0.000\tTV Loss: 0.799\tTotal Loss: 717.469\n\n 39%|###9 | 98/250 [00:59<01:31, 1.66it/s]\nCLIP Loss: 707.673\tRange Loss: 0.000\tTV Loss: 0.814\tTotal Loss: 708.486\n\n 40%|###9 | 99/250 [00:59<01:28, 1.70it/s]\nCLIP Loss: 707.622\tRange Loss: 0.000\tTV Loss: 0.853\tTotal Loss: 708.475\n\n 40%|#### | 100/250 [01:00<01:27, 1.72it/s]\nCLIP Loss: 710.982\tRange Loss: 0.000\tTV Loss: 0.950\tTotal Loss: 711.932\n\n 40%|#### | 101/250 [01:01<01:38, 1.52it/s]\nCLIP Loss: 713.299\tRange Loss: 0.000\tTV Loss: 0.977\tTotal Loss: 714.277\n\n 41%|#### | 102/250 [01:01<01:32, 1.60it/s]\nCLIP Loss: 707.768\tRange Loss: 0.000\tTV Loss: 1.001\tTotal Loss: 708.769\n\n 41%|####1 | 103/250 [01:02<01:28, 1.66it/s]\nCLIP Loss: 707.064\tRange Loss: 0.000\tTV Loss: 1.051\tTotal Loss: 708.115\n\n 42%|####1 | 104/250 [01:02<01:25, 1.71it/s]\nCLIP Loss: 710.331\tRange Loss: 0.000\tTV Loss: 1.158\tTotal Loss: 711.490\n\n 42%|####2 | 105/250 [01:03<01:23, 1.73it/s]\nCLIP Loss: 711.797\tRange Loss: 0.000\tTV Loss: 1.284\tTotal Loss: 713.080\n\n 42%|####2 | 106/250 [01:04<01:35, 1.52it/s]\nCLIP Loss: 705.231\tRange Loss: 0.000\tTV Loss: 1.308\tTotal Loss: 706.538\n\n 43%|####2 | 107/250 [01:04<01:29, 1.61it/s]\nCLIP Loss: 712.904\tRange Loss: 0.000\tTV Loss: 1.405\tTotal Loss: 714.310\n\n 43%|####3 | 108/250 [01:05<01:25, 1.66it/s]\nCLIP Loss: 704.991\tRange Loss: 0.000\tTV Loss: 1.472\tTotal Loss: 706.463\n\n 44%|####3 | 109/250 [01:05<01:23, 1.70it/s]\nCLIP Loss: 701.365\tRange Loss: 0.000\tTV Loss: 1.457\tTotal Loss: 702.822\n\n 44%|####4 | 110/250 [01:06<01:20, 1.73it/s]\nCLIP Loss: 703.317\tRange Loss: 0.000\tTV Loss: 1.548\tTotal Loss: 704.865\n\n 44%|####4 | 111/250 [01:07<01:31, 1.52it/s]\nCLIP Loss: 704.172\tRange Loss: 0.000\tTV Loss: 1.546\tTotal Loss: 705.717\n\n 45%|####4 | 112/250 [01:07<01:26, 1.60it/s]\nCLIP Loss: 704.507\tRange Loss: 0.000\tTV Loss: 1.602\tTotal Loss: 706.109\n\n 45%|####5 | 113/250 [01:08<01:22, 1.65it/s]\nCLIP Loss: 704.530\tRange Loss: 0.000\tTV Loss: 1.674\tTotal Loss: 706.204\n\n 46%|####5 | 114/250 [01:08<01:19, 1.71it/s]\nCLIP Loss: 702.630\tRange Loss: 0.000\tTV Loss: 1.765\tTotal Loss: 704.395\n\n 46%|####6 | 115/250 [01:09<01:17, 1.74it/s]\nCLIP Loss: 704.925\tRange Loss: 0.000\tTV Loss: 1.913\tTotal Loss: 706.838\n\n 46%|####6 | 116/250 [01:10<01:27, 1.54it/s]\nCLIP Loss: 710.512\tRange Loss: 0.000\tTV Loss: 1.858\tTotal Loss: 712.370\n\n 47%|####6 | 117/250 [01:10<01:21, 1.62it/s]\nCLIP Loss: 706.946\tRange Loss: 0.000\tTV Loss: 1.920\tTotal Loss: 708.866\n\n 47%|####7 | 118/250 [01:11<01:18, 1.68it/s]\nCLIP Loss: 706.018\tRange Loss: 0.000\tTV Loss: 1.947\tTotal Loss: 707.965\n\n 48%|####7 | 119/250 [01:11<01:16, 1.72it/s]\nCLIP Loss: 700.465\tRange Loss: 0.000\tTV Loss: 1.945\tTotal Loss: 702.410\n\n 48%|####8 | 120/250 [01:12<01:14, 1.75it/s]\nCLIP Loss: 703.839\tRange Loss: 0.000\tTV Loss: 2.006\tTotal Loss: 705.845\n\n 48%|####8 | 121/250 [01:13<01:25, 1.52it/s]\nCLIP Loss: 706.992\tRange Loss: 0.000\tTV Loss: 2.123\tTotal Loss: 709.114\n\n 49%|####8 | 122/250 [01:13<01:20, 1.60it/s]\nCLIP Loss: 711.008\tRange Loss: 0.000\tTV Loss: 2.214\tTotal Loss: 713.222\n\n 49%|####9 | 123/250 [01:14<01:16, 1.67it/s]\nCLIP Loss: 704.672\tRange Loss: 0.000\tTV Loss: 2.119\tTotal Loss: 706.791\n\n 50%|####9 | 124/250 [01:15<01:13, 1.72it/s]\nCLIP Loss: 704.817\tRange Loss: 0.000\tTV Loss: 2.277\tTotal Loss: 707.094\n\n 50%|##### | 125/250 [01:15<01:11, 1.76it/s]\nCLIP Loss: 706.461\tRange Loss: 0.000\tTV Loss: 2.530\tTotal Loss: 708.991\n\n 50%|##### | 126/250 [01:16<01:18, 1.57it/s]\nCLIP Loss: 704.391\tRange Loss: 0.000\tTV Loss: 2.773\tTotal Loss: 707.165\n\n 51%|##### | 127/250 [01:16<01:14, 1.65it/s]\nCLIP Loss: 703.726\tRange Loss: 0.000\tTV Loss: 2.837\tTotal Loss: 706.563\n\n 51%|#####1 | 128/250 [01:17<01:12, 1.69it/s]\nCLIP Loss: 701.430\tRange Loss: 0.000\tTV Loss: 3.006\tTotal Loss: 704.436\n\n 52%|#####1 | 129/250 [01:18<01:09, 1.74it/s]\nCLIP Loss: 702.047\tRange Loss: 0.000\tTV Loss: 3.129\tTotal Loss: 705.176\n\n 52%|#####2 | 130/250 [01:18<01:07, 1.77it/s]\nCLIP Loss: 701.104\tRange Loss: 0.000\tTV Loss: 3.301\tTotal Loss: 704.405\n\n 52%|#####2 | 131/250 [01:19<01:15, 1.59it/s]\nCLIP Loss: 700.765\tRange Loss: 0.000\tTV Loss: 3.439\tTotal Loss: 704.204\n\n 53%|#####2 | 132/250 [01:19<01:11, 1.66it/s]\nCLIP Loss: 702.436\tRange Loss: 0.000\tTV Loss: 3.479\tTotal Loss: 705.916\n\n 53%|#####3 | 133/250 [01:20<01:08, 1.70it/s]\nCLIP Loss: 704.938\tRange Loss: 0.000\tTV Loss: 3.579\tTotal Loss: 708.517\n\n 54%|#####3 | 134/250 [01:20<01:06, 1.74it/s]\nCLIP Loss: 704.429\tRange Loss: 0.000\tTV Loss: 3.787\tTotal Loss: 708.216\n\n 54%|#####4 | 135/250 [01:21<01:04, 1.77it/s]\nCLIP Loss: 704.375\tRange Loss: 0.000\tTV Loss: 3.900\tTotal Loss: 708.275\n\n 54%|#####4 | 136/250 [01:22<01:11, 1.60it/s]\nCLIP Loss: 705.712\tRange Loss: 0.000\tTV Loss: 4.028\tTotal Loss: 709.741\n\n 55%|#####4 | 137/250 [01:22<01:07, 1.67it/s]\nCLIP Loss: 706.224\tRange Loss: 0.000\tTV Loss: 4.283\tTotal Loss: 710.508\n\n 55%|#####5 | 138/250 [01:23<01:05, 1.71it/s]\nCLIP Loss: 707.843\tRange Loss: 0.000\tTV Loss: 4.516\tTotal Loss: 712.358\n\n 56%|#####5 | 139/250 [01:23<01:03, 1.74it/s]\nCLIP Loss: 708.185\tRange Loss: 0.000\tTV Loss: 4.718\tTotal Loss: 712.904\n\n 56%|#####6 | 140/250 [01:24<01:02, 1.76it/s]\nCLIP Loss: 707.601\tRange Loss: 0.000\tTV Loss: 4.897\tTotal Loss: 712.498\n\n 56%|#####6 | 141/250 [01:25<01:08, 1.59it/s]\nCLIP Loss: 709.126\tRange Loss: 0.000\tTV Loss: 5.061\tTotal Loss: 714.187\n\n 57%|#####6 | 142/250 [01:25<01:05, 1.66it/s]\nCLIP Loss: 709.856\tRange Loss: 0.000\tTV Loss: 5.240\tTotal Loss: 715.095\n\n 57%|#####7 | 143/250 [01:26<01:03, 1.69it/s]\nCLIP Loss: 712.082\tRange Loss: 0.000\tTV Loss: 5.334\tTotal Loss: 717.415\n\n 58%|#####7 | 144/250 [01:26<01:01, 1.73it/s]\nCLIP Loss: 718.168\tRange Loss: 0.000\tTV Loss: 5.502\tTotal Loss: 723.670\n\n 58%|#####8 | 145/250 [01:27<00:59, 1.76it/s]\nCLIP Loss: 711.581\tRange Loss: 0.000\tTV Loss: 5.666\tTotal Loss: 717.247\n\n 58%|#####8 | 146/250 [01:28<01:05, 1.60it/s]\nCLIP Loss: 714.901\tRange Loss: 0.000\tTV Loss: 5.954\tTotal Loss: 720.854\n\n 59%|#####8 | 147/250 [01:28<01:02, 1.66it/s]\nCLIP Loss: 715.161\tRange Loss: 0.000\tTV Loss: 6.205\tTotal Loss: 721.366\n\n 59%|#####9 | 148/250 [01:29<00:59, 1.71it/s]\nCLIP Loss: 715.497\tRange Loss: 0.000\tTV Loss: 6.465\tTotal Loss: 721.961\n\n 60%|#####9 | 149/250 [01:29<00:57, 1.74it/s]\nCLIP Loss: 712.089\tRange Loss: 0.000\tTV Loss: 6.718\tTotal Loss: 718.807\n\n 60%|###### | 150/250 [01:30<00:56, 1.77it/s]\nCLIP Loss: 709.101\tRange Loss: 0.000\tTV Loss: 7.033\tTotal Loss: 716.134\n\n 60%|###### | 151/250 [01:31<01:01, 1.60it/s]\nCLIP Loss: 706.298\tRange Loss: 0.000\tTV Loss: 7.323\tTotal Loss: 713.620\n\n 61%|###### | 152/250 [01:31<00:58, 1.67it/s]\nCLIP Loss: 709.914\tRange Loss: 0.000\tTV Loss: 7.562\tTotal Loss: 717.476\n\n 61%|######1 | 153/250 [01:32<00:56, 1.71it/s]\nCLIP Loss: 707.747\tRange Loss: 0.000\tTV Loss: 7.826\tTotal Loss: 715.573\n\n 62%|######1 | 154/250 [01:32<00:54, 1.75it/s]\nCLIP Loss: 706.559\tRange Loss: 0.000\tTV Loss: 8.032\tTotal Loss: 714.591\n\n 62%|######2 | 155/250 [01:33<00:53, 1.77it/s]\nCLIP Loss: 708.327\tRange Loss: 0.000\tTV Loss: 8.426\tTotal Loss: 716.753\n\n 62%|######2 | 156/250 [01:34<01:00, 1.55it/s]\nCLIP Loss: 705.239\tRange Loss: 0.000\tTV Loss: 8.791\tTotal Loss: 714.030\n\n 63%|######2 | 157/250 [01:34<00:56, 1.63it/s]\nCLIP Loss: 705.787\tRange Loss: 0.000\tTV Loss: 9.162\tTotal Loss: 714.949\n\n 63%|######3 | 158/250 [01:35<00:54, 1.68it/s]\nCLIP Loss: 706.216\tRange Loss: 0.000\tTV Loss: 9.393\tTotal Loss: 715.609\n\n 64%|######3 | 159/250 [01:35<00:52, 1.72it/s]\nCLIP Loss: 715.956\tRange Loss: 0.000\tTV Loss: 9.783\tTotal Loss: 725.739\n\n 64%|######4 | 160/250 [01:36<00:51, 1.74it/s]\nCLIP Loss: 710.612\tRange Loss: 0.000\tTV Loss: 10.193\tTotal Loss: 720.804\n\n 64%|######4 | 161/250 [01:37<00:56, 1.58it/s]\nCLIP Loss: 711.625\tRange Loss: 0.000\tTV Loss: 10.593\tTotal Loss: 722.218\n\n 65%|######4 | 162/250 [01:37<00:53, 1.66it/s]\nCLIP Loss: 707.691\tRange Loss: 0.000\tTV Loss: 11.004\tTotal Loss: 718.695\n\n 65%|######5 | 163/250 [01:38<00:51, 1.70it/s]\nCLIP Loss: 711.067\tRange Loss: 0.000\tTV Loss: 11.440\tTotal Loss: 722.507\n\n 66%|######5 | 164/250 [01:38<00:49, 1.74it/s]\nCLIP Loss: 708.494\tRange Loss: 0.000\tTV Loss: 12.031\tTotal Loss: 720.525\n\n 66%|######6 | 165/250 [01:39<00:48, 1.77it/s]\nCLIP Loss: 709.011\tRange Loss: 0.000\tTV Loss: 12.621\tTotal Loss: 721.633\n\n 66%|######6 | 166/250 [01:40<00:52, 1.61it/s]\nCLIP Loss: 713.586\tRange Loss: 0.000\tTV Loss: 13.036\tTotal Loss: 726.622\n\n 67%|######6 | 167/250 [01:40<00:49, 1.68it/s]\nCLIP Loss: 716.930\tRange Loss: 0.000\tTV Loss: 13.454\tTotal Loss: 730.383\n\n 67%|######7 | 168/250 [01:41<00:47, 1.72it/s]\nCLIP Loss: 714.838\tRange Loss: 0.000\tTV Loss: 13.936\tTotal Loss: 728.774\n\n 68%|######7 | 169/250 [01:41<00:46, 1.75it/s]\nCLIP Loss: 710.812\tRange Loss: 0.000\tTV Loss: 14.439\tTotal Loss: 725.250\n\n 68%|######8 | 170/250 [01:42<00:45, 1.76it/s]\nCLIP Loss: 708.768\tRange Loss: 0.000\tTV Loss: 14.973\tTotal Loss: 723.742\n\n 68%|######8 | 171/250 [01:42<00:48, 1.61it/s]\nCLIP Loss: 710.013\tRange Loss: 0.000\tTV Loss: 15.658\tTotal Loss: 725.671\n\n 69%|######8 | 172/250 [01:43<00:46, 1.68it/s]\nCLIP Loss: 711.072\tRange Loss: 0.000\tTV Loss: 16.233\tTotal Loss: 727.305\n\n 69%|######9 | 173/250 [01:44<00:44, 1.72it/s]\nCLIP Loss: 707.841\tRange Loss: 0.000\tTV Loss: 16.675\tTotal Loss: 724.516\n\n 70%|######9 | 174/250 [01:44<00:43, 1.75it/s]\nCLIP Loss: 712.680\tRange Loss: 0.000\tTV Loss: 17.344\tTotal Loss: 730.024\n\n 70%|####### | 175/250 [01:45<00:42, 1.77it/s]\nCLIP Loss: 715.103\tRange Loss: 0.000\tTV Loss: 17.795\tTotal Loss: 732.898\n\n 70%|####### | 176/250 [01:45<00:46, 1.58it/s]\nCLIP Loss: 709.261\tRange Loss: 0.000\tTV Loss: 18.386\tTotal Loss: 727.647\n\n 71%|####### | 177/250 [01:46<00:44, 1.64it/s]\nCLIP Loss: 711.295\tRange Loss: 0.000\tTV Loss: 19.130\tTotal Loss: 730.425\n\n 71%|#######1 | 178/250 [01:47<00:42, 1.69it/s]\nCLIP Loss: 708.382\tRange Loss: 0.000\tTV Loss: 19.571\tTotal Loss: 727.954\n\n 72%|#######1 | 179/250 [01:47<00:40, 1.74it/s]\nCLIP Loss: 712.334\tRange Loss: 0.000\tTV Loss: 20.055\tTotal Loss: 732.388\n\n 72%|#######2 | 180/250 [01:48<00:39, 1.76it/s]\nCLIP Loss: 709.773\tRange Loss: 0.000\tTV Loss: 20.746\tTotal Loss: 730.519\n\n 72%|#######2 | 181/250 [01:48<00:43, 1.59it/s]\nCLIP Loss: 713.668\tRange Loss: 0.000\tTV Loss: 21.297\tTotal Loss: 734.965\n\n 73%|#######2 | 182/250 [01:49<00:41, 1.65it/s]\nCLIP Loss: 721.705\tRange Loss: 0.000\tTV Loss: 22.016\tTotal Loss: 743.721\n\n 73%|#######3 | 183/250 [01:50<00:39, 1.70it/s]\nCLIP Loss: 716.266\tRange Loss: 0.000\tTV Loss: 22.569\tTotal Loss: 738.835\n\n 74%|#######3 | 184/250 [01:50<00:37, 1.74it/s]\nCLIP Loss: 715.003\tRange Loss: 0.000\tTV Loss: 23.142\tTotal Loss: 738.144\n\n 74%|#######4 | 185/250 [01:51<00:36, 1.76it/s]\nCLIP Loss: 717.424\tRange Loss: 0.000\tTV Loss: 23.709\tTotal Loss: 741.133\n\n 74%|#######4 | 186/250 [01:51<00:40, 1.59it/s]\nCLIP Loss: 714.153\tRange Loss: 0.000\tTV Loss: 24.482\tTotal Loss: 738.635\n\n 75%|#######4 | 187/250 [01:52<00:37, 1.66it/s]\nCLIP Loss: 714.364\tRange Loss: 0.000\tTV Loss: 25.019\tTotal Loss: 739.384\n\n 75%|#######5 | 188/250 [01:52<00:36, 1.70it/s]\nCLIP Loss: 712.498\tRange Loss: 0.000\tTV Loss: 25.657\tTotal Loss: 738.155\n\n 76%|#######5 | 189/250 [01:53<00:35, 1.73it/s]\nCLIP Loss: 714.519\tRange Loss: 0.000\tTV Loss: 26.229\tTotal Loss: 740.748\n\n 76%|#######6 | 190/250 [01:54<00:34, 1.76it/s]\nCLIP Loss: 713.481\tRange Loss: 0.000\tTV Loss: 26.760\tTotal Loss: 740.240\n\n 76%|#######6 | 191/250 [01:54<00:37, 1.57it/s]\nCLIP Loss: 714.587\tRange Loss: 0.000\tTV Loss: 27.405\tTotal Loss: 741.992\n\n 77%|#######6 | 192/250 [01:55<00:35, 1.64it/s]\nCLIP Loss: 718.527\tRange Loss: 0.000\tTV Loss: 27.979\tTotal Loss: 746.507\n\n 77%|#######7 | 193/250 [01:55<00:33, 1.69it/s]\nCLIP Loss: 713.516\tRange Loss: 0.000\tTV Loss: 28.611\tTotal Loss: 742.127\n\n 78%|#######7 | 194/250 [01:56<00:32, 1.72it/s]\nCLIP Loss: 714.433\tRange Loss: 0.000\tTV Loss: 29.157\tTotal Loss: 743.589\n\n 78%|#######8 | 195/250 [01:57<00:31, 1.74it/s]\nCLIP Loss: 717.243\tRange Loss: 0.000\tTV Loss: 29.690\tTotal Loss: 746.933\n\n 78%|#######8 | 196/250 [01:57<00:33, 1.59it/s]\nCLIP Loss: 716.272\tRange Loss: 0.000\tTV Loss: 30.216\tTotal Loss: 746.488\n\n 79%|#######8 | 197/250 [01:58<00:32, 1.65it/s]\nCLIP Loss: 718.744\tRange Loss: 0.000\tTV Loss: 30.775\tTotal Loss: 749.520\n\n 79%|#######9 | 198/250 [01:58<00:30, 1.69it/s]\nCLIP Loss: 715.463\tRange Loss: 0.000\tTV Loss: 31.319\tTotal Loss: 746.781\n\n 80%|#######9 | 199/250 [01:59<00:29, 1.72it/s]\nCLIP Loss: 715.586\tRange Loss: 0.000\tTV Loss: 31.676\tTotal Loss: 747.262\n\n 80%|######## | 200/250 [02:00<00:28, 1.75it/s]\nCLIP Loss: 714.568\tRange Loss: 0.000\tTV Loss: 32.011\tTotal Loss: 746.579\n\n 80%|######## | 201/250 [02:00<00:30, 1.59it/s]\nCLIP Loss: 716.011\tRange Loss: 0.000\tTV Loss: 32.428\tTotal Loss: 748.439\n\n 81%|######## | 202/250 [02:01<00:28, 1.66it/s]\nCLIP Loss: 717.311\tRange Loss: 0.000\tTV Loss: 32.775\tTotal Loss: 750.085\n\n 81%|########1 | 203/250 [02:01<00:27, 1.71it/s]\nCLIP Loss: 719.754\tRange Loss: 0.000\tTV Loss: 33.096\tTotal Loss: 752.850\n\n 82%|########1 | 204/250 [02:02<00:26, 1.74it/s]\nCLIP Loss: 714.605\tRange Loss: 0.000\tTV Loss: 33.326\tTotal Loss: 747.931\n\n 82%|########2 | 205/250 [02:03<00:25, 1.77it/s]\nCLIP Loss: 714.733\tRange Loss: 0.000\tTV Loss: 33.569\tTotal Loss: 748.302\n\n 82%|########2 | 206/250 [02:03<00:27, 1.61it/s]\nCLIP Loss: 715.021\tRange Loss: 0.000\tTV Loss: 33.728\tTotal Loss: 748.749\n\n 83%|########2 | 207/250 [02:04<00:25, 1.68it/s]\nCLIP Loss: 711.848\tRange Loss: 0.000\tTV Loss: 33.850\tTotal Loss: 745.698\n\n 83%|########3 | 208/250 [02:04<00:24, 1.71it/s]\nCLIP Loss: 714.800\tRange Loss: 0.000\tTV Loss: 34.099\tTotal Loss: 748.898\n\n 84%|########3 | 209/250 [02:05<00:23, 1.74it/s]\nCLIP Loss: 715.488\tRange Loss: 0.000\tTV Loss: 34.154\tTotal Loss: 749.642\n\n 84%|########4 | 210/250 [02:05<00:22, 1.77it/s]\nCLIP Loss: 717.384\tRange Loss: 0.000\tTV Loss: 34.266\tTotal Loss: 751.650\n\n 84%|########4 | 211/250 [02:06<00:24, 1.62it/s]\nCLIP Loss: 714.720\tRange Loss: 0.000\tTV Loss: 34.252\tTotal Loss: 748.972\n\n 85%|########4 | 212/250 [02:07<00:22, 1.67it/s]\nCLIP Loss: 710.806\tRange Loss: 0.000\tTV Loss: 34.187\tTotal Loss: 744.993\n\n 85%|########5 | 213/250 [02:07<00:21, 1.70it/s]\nCLIP Loss: 713.870\tRange Loss: 0.000\tTV Loss: 34.161\tTotal Loss: 748.031\n\n 86%|########5 | 214/250 [02:08<00:20, 1.73it/s]\nCLIP Loss: 711.331\tRange Loss: 0.000\tTV Loss: 34.099\tTotal Loss: 745.430\n\n 86%|########6 | 215/250 [02:08<00:19, 1.76it/s]\nCLIP Loss: 712.672\tRange Loss: 0.000\tTV Loss: 33.894\tTotal Loss: 746.566\n\n 86%|########6 | 216/250 [02:09<00:21, 1.60it/s]\nCLIP Loss: 711.672\tRange Loss: 0.000\tTV Loss: 33.676\tTotal Loss: 745.348\n\n 87%|########6 | 217/250 [02:10<00:19, 1.67it/s]\nCLIP Loss: 711.465\tRange Loss: 0.000\tTV Loss: 33.393\tTotal Loss: 744.858\n\n 87%|########7 | 218/250 [02:10<00:18, 1.71it/s]\nCLIP Loss: 707.318\tRange Loss: 0.000\tTV Loss: 33.022\tTotal Loss: 740.340\n\n 88%|########7 | 219/250 [02:11<00:17, 1.73it/s]\nCLIP Loss: 711.685\tRange Loss: 0.000\tTV Loss: 32.651\tTotal Loss: 744.336\n\n 88%|########8 | 220/250 [02:11<00:17, 1.75it/s]\nCLIP Loss: 713.480\tRange Loss: 0.000\tTV Loss: 32.299\tTotal Loss: 745.779\n\n 88%|########8 | 221/250 [02:12<00:18, 1.59it/s]\nCLIP Loss: 707.502\tRange Loss: 0.000\tTV Loss: 31.784\tTotal Loss: 739.287\n\n 89%|########8 | 222/250 [02:13<00:17, 1.64it/s]\nCLIP Loss: 711.297\tRange Loss: 0.000\tTV Loss: 31.317\tTotal Loss: 742.614\n\n 89%|########9 | 223/250 [02:13<00:15, 1.69it/s]\nCLIP Loss: 708.721\tRange Loss: 0.000\tTV Loss: 30.781\tTotal Loss: 739.502\n\n 90%|########9 | 224/250 [02:14<00:15, 1.73it/s]\nCLIP Loss: 706.337\tRange Loss: 0.000\tTV Loss: 30.175\tTotal Loss: 736.512\n\n 90%|######### | 225/250 [02:14<00:14, 1.76it/s]\nCLIP Loss: 712.259\tRange Loss: 0.000\tTV Loss: 29.532\tTotal Loss: 741.792\n\n 90%|######### | 226/250 [02:15<00:14, 1.61it/s]\nCLIP Loss: 710.823\tRange Loss: 0.000\tTV Loss: 28.814\tTotal Loss: 739.636\n\n 91%|######### | 227/250 [02:16<00:13, 1.68it/s]\nCLIP Loss: 707.481\tRange Loss: 0.000\tTV Loss: 28.104\tTotal Loss: 735.585\n\n 91%|#########1| 228/250 [02:16<00:12, 1.72it/s]\nCLIP Loss: 705.483\tRange Loss: 0.000\tTV Loss: 27.313\tTotal Loss: 732.796\n\n 92%|#########1| 229/250 [02:17<00:12, 1.74it/s]\nCLIP Loss: 707.181\tRange Loss: 0.000\tTV Loss: 26.444\tTotal Loss: 733.624\n\n 92%|#########2| 230/250 [02:17<00:11, 1.77it/s]\nCLIP Loss: 706.650\tRange Loss: 0.000\tTV Loss: 25.642\tTotal Loss: 732.292\n\n 92%|#########2| 231/250 [02:18<00:11, 1.61it/s]\nCLIP Loss: 709.759\tRange Loss: 0.000\tTV Loss: 24.810\tTotal Loss: 734.569\n\n 93%|#########2| 232/250 [02:19<00:10, 1.67it/s]\nCLIP Loss: 707.941\tRange Loss: 0.000\tTV Loss: 23.939\tTotal Loss: 731.880\n\n 93%|#########3| 233/250 [02:19<00:09, 1.72it/s]\nCLIP Loss: 705.879\tRange Loss: 0.000\tTV Loss: 23.071\tTotal Loss: 728.950\n\n 94%|#########3| 234/250 [02:20<00:09, 1.75it/s]\nCLIP Loss: 706.656\tRange Loss: 0.000\tTV Loss: 22.156\tTotal Loss: 728.813\n\n 94%|#########3| 235/250 [02:20<00:08, 1.77it/s]\nCLIP Loss: 709.600\tRange Loss: 0.000\tTV Loss: 21.262\tTotal Loss: 730.861\n\n 94%|#########4| 236/250 [02:21<00:08, 1.59it/s]\nCLIP Loss: 706.099\tRange Loss: 0.000\tTV Loss: 20.337\tTotal Loss: 726.436\n\n 95%|#########4| 237/250 [02:22<00:07, 1.66it/s]\nCLIP Loss: 706.835\tRange Loss: 0.000\tTV Loss: 19.449\tTotal Loss: 726.283\n\n 95%|#########5| 238/250 [02:22<00:07, 1.70it/s]\nCLIP Loss: 707.417\tRange Loss: 0.000\tTV Loss: 18.567\tTotal Loss: 725.984\n\n 96%|#########5| 239/250 [02:23<00:06, 1.74it/s]\nCLIP Loss: 709.093\tRange Loss: 0.000\tTV Loss: 17.715\tTotal Loss: 726.809\n\n 96%|#########6| 240/250 [02:23<00:05, 1.78it/s]\nCLIP Loss: 711.399\tRange Loss: 0.000\tTV Loss: 16.887\tTotal Loss: 728.286\n\n 96%|#########6| 241/250 [02:24<00:05, 1.63it/s]\nCLIP Loss: 710.090\tRange Loss: 0.000\tTV Loss: 16.121\tTotal Loss: 726.211\n\n 97%|#########6| 242/250 [02:24<00:04, 1.67it/s]\nCLIP Loss: 710.573\tRange Loss: 0.000\tTV Loss: 15.377\tTotal Loss: 725.951\n\n 97%|#########7| 243/250 [02:25<00:04, 1.72it/s]\nCLIP Loss: 711.590\tRange Loss: 0.000\tTV Loss: 14.666\tTotal Loss: 726.256\n\n 98%|#########7| 244/250 [02:26<00:03, 1.74it/s]\nCLIP Loss: 714.347\tRange Loss: 0.000\tTV Loss: 14.043\tTotal Loss: 728.389\n\n 98%|#########8| 245/250 [02:26<00:02, 1.75it/s]\nCLIP Loss: 712.285\tRange Loss: 0.000\tTV Loss: 13.451\tTotal Loss: 725.736\n\n 98%|#########8| 246/250 [02:27<00:02, 1.60it/s]\nCLIP Loss: 720.560\tRange Loss: 0.000\tTV Loss: 12.933\tTotal Loss: 733.492\n\n 99%|#########8| 247/250 [02:27<00:01, 1.65it/s]\nCLIP Loss: 724.177\tRange Loss: 0.000\tTV Loss: 12.520\tTotal Loss: 736.697\n\n 99%|#########9| 248/250 [02:28<00:01, 1.71it/s]\nCLIP Loss: 725.906\tRange Loss: 0.000\tTV Loss: 12.188\tTotal Loss: 738.093\n\n100%|#########9| 249/250 [02:29<00:00, 1.74it/s]\nCLIP Loss: 733.187\tRange Loss: 0.000\tTV Loss: 11.925\tTotal Loss: 745.112\n\n100%|##########| 250/250 [02:29<00:00, 1.61it/s]\n\n100%|##########| 250/250 [02:29<00:00, 1.67it/s]", "metrics": { "total_time": 151.474743 }, "output": [ { "file": "https://replicate.delivery/mgxm/c2b79a00-94e6-4ea6-943c-7aab6dd36e78/0000.png" }, { "file": "https://replicate.delivery/mgxm/678b962e-1015-4db9-b7b1-b434df701cb0/0005.png" }, { "file": "https://replicate.delivery/mgxm/aeedc9e0-6ed9-41ce-8c81-e57d87f13118/0010.png" }, { "file": "https://replicate.delivery/mgxm/6338307d-60db-4281-8f9b-4364e52cf714/0015.png" }, { "file": "https://replicate.delivery/mgxm/bce437b5-27d0-435d-838a-446a72c1d936/0020.png" }, { "file": "https://replicate.delivery/mgxm/8ed3a56e-380a-4af6-887a-4b59b9a3cc82/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 924.631 Range Loss: 0.000 TV Loss: 5.386 Total Loss: 930.018 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:47, 1.49it/s] CLIP Loss: 924.089 Range Loss: 0.000 TV Loss: 2.816 Total Loss: 926.905 1%| | 2/250 [00:01<02:25, 1.70it/s] CLIP Loss: 919.776 Range Loss: 0.000 TV Loss: 3.122 Total Loss: 922.898 1%|1 | 3/250 [00:01<02:20, 1.75it/s] CLIP Loss: 916.116 Range Loss: 0.000 TV Loss: 3.908 Total Loss: 920.024 2%|1 | 4/250 [00:02<02:18, 1.78it/s] CLIP Loss: 914.099 Range Loss: 0.001 TV Loss: 3.069 Total Loss: 917.170 2%|2 | 5/250 [00:02<02:16, 1.79it/s] CLIP Loss: 914.122 Range Loss: 0.000 TV Loss: 1.919 Total Loss: 916.042 2%|2 | 6/250 [00:03<02:33, 1.59it/s] CLIP Loss: 904.662 Range Loss: 0.000 TV Loss: 1.793 Total Loss: 906.454 3%|2 | 7/250 [00:04<02:25, 1.67it/s] CLIP Loss: 904.462 Range Loss: 0.000 TV Loss: 1.934 Total Loss: 906.396 3%|3 | 8/250 [00:04<02:23, 1.69it/s] CLIP Loss: 895.506 Range Loss: 0.000 TV Loss: 1.989 Total Loss: 897.496 4%|3 | 9/250 [00:05<02:19, 1.73it/s] CLIP Loss: 889.336 Range Loss: 0.002 TV Loss: 1.998 Total Loss: 891.336 4%|4 | 10/250 [00:05<02:16, 1.76it/s] CLIP Loss: 883.950 Range Loss: 0.002 TV Loss: 2.846 Total Loss: 886.797 4%|4 | 11/250 [00:06<02:27, 1.62it/s] CLIP Loss: 868.335 Range Loss: 0.006 TV Loss: 3.347 Total Loss: 871.687 5%|4 | 12/250 [00:07<02:22, 1.68it/s] CLIP Loss: 863.653 Range Loss: 0.007 TV Loss: 2.759 Total Loss: 866.419 5%|5 | 13/250 [00:07<02:18, 1.71it/s] CLIP Loss: 848.852 Range Loss: 0.010 TV Loss: 3.211 Total Loss: 852.073 6%|5 | 14/250 [00:08<02:16, 1.73it/s] CLIP Loss: 833.652 Range Loss: 0.004 TV Loss: 2.804 Total Loss: 836.460 6%|6 | 15/250 [00:08<02:14, 1.75it/s] CLIP Loss: 841.724 Range Loss: 0.003 TV Loss: 3.706 Total Loss: 845.434 6%|6 | 16/250 [00:09<02:25, 1.60it/s] CLIP Loss: 861.769 Range Loss: 0.000 TV Loss: 2.169 Total Loss: 863.938 7%|6 | 17/250 [00:10<02:19, 1.67it/s] CLIP Loss: 812.800 Range Loss: 0.007 TV Loss: 2.769 Total Loss: 815.576 7%|7 | 18/250 [00:10<02:15, 1.71it/s] CLIP Loss: 799.001 Range Loss: 0.011 TV Loss: 2.364 Total Loss: 801.377 8%|7 | 19/250 [00:11<02:13, 1.73it/s] CLIP Loss: 798.685 Range Loss: 0.000 TV Loss: 1.654 Total Loss: 800.339 8%|8 | 20/250 [00:11<02:11, 1.75it/s] CLIP Loss: 773.057 Range Loss: 0.001 TV Loss: 1.560 Total Loss: 774.617 8%|8 | 21/250 [00:12<02:22, 1.61it/s] CLIP Loss: 787.533 Range Loss: 0.000 TV Loss: 1.205 Total Loss: 788.737 9%|8 | 22/250 [00:13<02:16, 1.67it/s] CLIP Loss: 776.872 Range Loss: 0.000 TV Loss: 1.183 Total Loss: 778.055 9%|9 | 23/250 [00:13<02:12, 1.71it/s] CLIP Loss: 786.791 Range Loss: 0.000 TV Loss: 0.981 Total Loss: 787.772 10%|9 | 24/250 [00:14<02:10, 1.73it/s] CLIP Loss: 777.681 Range Loss: 0.003 TV Loss: 1.031 Total Loss: 778.715 10%|# | 25/250 [00:14<02:08, 1.75it/s] CLIP Loss: 774.273 Range Loss: 0.000 TV Loss: 1.105 Total Loss: 775.378 10%|# | 26/250 [00:15<02:21, 1.58it/s] CLIP Loss: 773.174 Range Loss: 0.001 TV Loss: 0.977 Total Loss: 774.152 11%|# | 27/250 [00:16<02:14, 1.65it/s] CLIP Loss: 791.731 Range Loss: 0.000 TV Loss: 0.581 Total Loss: 792.313 11%|#1 | 28/250 [00:16<02:10, 1.70it/s] CLIP Loss: 764.734 Range Loss: 0.000 TV Loss: 0.799 Total Loss: 765.533 12%|#1 | 29/250 [00:17<02:07, 1.73it/s] CLIP Loss: 756.810 Range Loss: 0.000 TV Loss: 0.679 Total Loss: 757.489 12%|#2 | 30/250 [00:17<02:05, 1.76it/s] CLIP Loss: 769.178 Range Loss: 0.000 TV Loss: 0.444 Total Loss: 769.621 12%|#2 | 31/250 [00:18<02:16, 1.61it/s] CLIP Loss: 759.136 Range Loss: 0.000 TV Loss: 0.562 Total Loss: 759.698 13%|#2 | 32/250 [00:18<02:12, 1.65it/s] CLIP Loss: 777.187 Range Loss: 0.000 TV Loss: 0.470 Total Loss: 777.658 13%|#3 | 33/250 [00:19<02:08, 1.69it/s] CLIP Loss: 758.141 Range Loss: 0.000 TV Loss: 0.424 Total Loss: 758.565 14%|#3 | 34/250 [00:20<02:05, 1.72it/s] CLIP Loss: 766.259 Range Loss: 0.000 TV Loss: 0.461 Total Loss: 766.720 14%|#4 | 35/250 [00:20<02:03, 1.73it/s] CLIP Loss: 775.712 Range Loss: 0.000 TV Loss: 0.367 Total Loss: 776.079 14%|#4 | 36/250 [00:21<02:14, 1.59it/s] CLIP Loss: 859.892 Range Loss: 0.000 TV Loss: 0.458 Total Loss: 860.350 15%|#4 | 37/250 [00:21<02:09, 1.64it/s] CLIP Loss: 793.872 Range Loss: 0.000 TV Loss: 0.433 Total Loss: 794.306 15%|#5 | 38/250 [00:22<02:07, 1.66it/s] CLIP Loss: 769.283 Range Loss: 0.000 TV Loss: 0.351 Total Loss: 769.633 16%|#5 | 39/250 [00:23<02:04, 1.70it/s] CLIP Loss: 761.175 Range Loss: 0.000 TV Loss: 0.227 Total Loss: 761.402 16%|#6 | 40/250 [00:23<02:01, 1.72it/s] CLIP Loss: 759.146 Range Loss: 0.000 TV Loss: 0.270 Total Loss: 759.415 16%|#6 | 41/250 [00:24<02:13, 1.56it/s] CLIP Loss: 765.560 Range Loss: 0.000 TV Loss: 0.227 Total Loss: 765.787 17%|#6 | 42/250 [00:24<02:07, 1.63it/s] CLIP Loss: 761.653 Range Loss: 0.000 TV Loss: 0.193 Total Loss: 761.846 17%|#7 | 43/250 [00:25<02:03, 1.68it/s] CLIP Loss: 754.695 Range Loss: 0.000 TV Loss: 0.188 Total Loss: 754.883 18%|#7 | 44/250 [00:26<02:00, 1.71it/s] CLIP Loss: 750.048 Range Loss: 0.000 TV Loss: 0.231 Total Loss: 750.279 18%|#8 | 45/250 [00:26<01:58, 1.73it/s] CLIP Loss: 754.302 Range Loss: 0.000 TV Loss: 0.204 Total Loss: 754.506 18%|#8 | 46/250 [00:27<02:10, 1.57it/s] CLIP Loss: 748.029 Range Loss: 0.000 TV Loss: 0.175 Total Loss: 748.204 19%|#8 | 47/250 [00:28<02:04, 1.62it/s] CLIP Loss: 750.952 Range Loss: 0.000 TV Loss: 0.179 Total Loss: 751.131 19%|#9 | 48/250 [00:28<02:00, 1.67it/s] CLIP Loss: 750.203 Range Loss: 0.000 TV Loss: 0.201 Total Loss: 750.404 20%|#9 | 49/250 [00:29<01:57, 1.71it/s] CLIP Loss: 758.724 Range Loss: 0.000 TV Loss: 0.192 Total Loss: 758.916 20%|## | 50/250 [00:29<01:55, 1.73it/s] CLIP Loss: 748.713 Range Loss: 0.000 TV Loss: 0.165 Total Loss: 748.878 20%|## | 51/250 [00:30<02:07, 1.56it/s] CLIP Loss: 741.545 Range Loss: 0.000 TV Loss: 0.220 Total Loss: 741.765 21%|## | 52/250 [00:31<02:02, 1.62it/s] CLIP Loss: 745.766 Range Loss: 0.000 TV Loss: 0.176 Total Loss: 745.943 21%|##1 | 53/250 [00:31<01:57, 1.67it/s] CLIP Loss: 738.146 Range Loss: 0.000 TV Loss: 0.153 Total Loss: 738.299 22%|##1 | 54/250 [00:32<01:54, 1.71it/s] CLIP Loss: 739.721 Range Loss: 0.000 TV Loss: 0.212 Total Loss: 739.933 22%|##2 | 55/250 [00:32<01:52, 1.73it/s] CLIP Loss: 737.857 Range Loss: 0.000 TV Loss: 0.138 Total Loss: 737.995 22%|##2 | 56/250 [00:33<02:06, 1.53it/s] CLIP Loss: 743.309 Range Loss: 0.000 TV Loss: 0.138 Total Loss: 743.447 23%|##2 | 57/250 [00:34<01:59, 1.61it/s] CLIP Loss: 738.336 Range Loss: 0.000 TV Loss: 0.128 Total Loss: 738.464 23%|##3 | 58/250 [00:34<01:55, 1.66it/s] CLIP Loss: 746.979 Range Loss: 0.000 TV Loss: 0.106 Total Loss: 747.085 24%|##3 | 59/250 [00:35<01:53, 1.69it/s] CLIP Loss: 736.918 Range Loss: 0.000 TV Loss: 0.136 Total Loss: 737.054 24%|##4 | 60/250 [00:35<01:50, 1.71it/s] CLIP Loss: 736.376 Range Loss: 0.000 TV Loss: 0.109 Total Loss: 736.486 24%|##4 | 61/250 [00:36<02:05, 1.51it/s] CLIP Loss: 737.354 Range Loss: 0.000 TV Loss: 0.101 Total Loss: 737.455 25%|##4 | 62/250 [00:37<01:58, 1.58it/s] CLIP Loss: 746.670 Range Loss: 0.000 TV Loss: 0.100 Total Loss: 746.770 25%|##5 | 63/250 [00:37<01:54, 1.64it/s] CLIP Loss: 759.488 Range Loss: 0.000 TV Loss: 0.178 Total Loss: 759.666 26%|##5 | 64/250 [00:38<01:51, 1.67it/s] CLIP Loss: 744.539 Range Loss: 0.000 TV Loss: 0.156 Total Loss: 744.695 26%|##6 | 65/250 [00:38<01:49, 1.69it/s] CLIP Loss: 743.116 Range Loss: 0.000 TV Loss: 0.151 Total Loss: 743.267 26%|##6 | 66/250 [00:39<02:02, 1.50it/s] CLIP Loss: 736.720 Range Loss: 0.000 TV Loss: 0.149 Total Loss: 736.869 27%|##6 | 67/250 [00:40<01:56, 1.57it/s] CLIP Loss: 744.869 Range Loss: 0.000 TV Loss: 0.197 Total Loss: 745.065 27%|##7 | 68/250 [00:40<01:51, 1.63it/s] CLIP Loss: 770.842 Range Loss: 0.000 TV Loss: 0.171 Total Loss: 771.013 28%|##7 | 69/250 [00:41<01:48, 1.67it/s] CLIP Loss: 746.754 Range Loss: 0.000 TV Loss: 0.203 Total Loss: 746.957 28%|##8 | 70/250 [00:41<01:45, 1.71it/s] CLIP Loss: 742.990 Range Loss: 0.000 TV Loss: 0.217 Total Loss: 743.207 28%|##8 | 71/250 [00:42<01:59, 1.50it/s] CLIP Loss: 734.444 Range Loss: 0.000 TV Loss: 0.272 Total Loss: 734.716 29%|##8 | 72/250 [00:43<01:52, 1.59it/s] CLIP Loss: 726.777 Range Loss: 0.000 TV Loss: 0.297 Total Loss: 727.073 29%|##9 | 73/250 [00:43<01:47, 1.65it/s] CLIP Loss: 727.247 Range Loss: 0.000 TV Loss: 0.266 Total Loss: 727.513 30%|##9 | 74/250 [00:44<01:43, 1.69it/s] CLIP Loss: 722.175 Range Loss: 0.000 TV Loss: 0.279 Total Loss: 722.454 30%|### | 75/250 [00:45<01:41, 1.73it/s] CLIP Loss: 719.389 Range Loss: 0.000 TV Loss: 0.310 Total Loss: 719.699 30%|### | 76/250 [00:45<01:55, 1.51it/s] CLIP Loss: 727.885 Range Loss: 0.000 TV Loss: 0.315 Total Loss: 728.200 31%|### | 77/250 [00:46<01:49, 1.59it/s] CLIP Loss: 728.259 Range Loss: 0.000 TV Loss: 0.478 Total Loss: 728.737 31%|###1 | 78/250 [00:47<01:44, 1.64it/s] CLIP Loss: 718.561 Range Loss: 0.000 TV Loss: 0.438 Total Loss: 718.999 32%|###1 | 79/250 [00:47<01:42, 1.67it/s] CLIP Loss: 714.048 Range Loss: 0.000 TV Loss: 0.474 Total Loss: 714.522 32%|###2 | 80/250 [00:48<01:39, 1.72it/s] CLIP Loss: 718.405 Range Loss: 0.000 TV Loss: 0.577 Total Loss: 718.982 32%|###2 | 81/250 [00:48<01:51, 1.51it/s] CLIP Loss: 710.476 Range Loss: 0.000 TV Loss: 0.578 Total Loss: 711.054 33%|###2 | 82/250 [00:49<01:45, 1.59it/s] CLIP Loss: 714.451 Range Loss: 0.000 TV Loss: 0.557 Total Loss: 715.008 33%|###3 | 83/250 [00:50<01:41, 1.65it/s] CLIP Loss: 719.320 Range Loss: 0.000 TV Loss: 0.561 Total Loss: 719.881 34%|###3 | 84/250 [00:50<01:39, 1.67it/s] CLIP Loss: 725.605 Range Loss: 0.000 TV Loss: 0.646 Total Loss: 726.251 34%|###4 | 85/250 [00:51<01:36, 1.70it/s] CLIP Loss: 718.691 Range Loss: 0.000 TV Loss: 0.603 Total Loss: 719.295 34%|###4 | 86/250 [00:52<01:50, 1.49it/s] CLIP Loss: 716.413 Range Loss: 0.000 TV Loss: 0.521 Total Loss: 716.934 35%|###4 | 87/250 [00:52<01:43, 1.57it/s] CLIP Loss: 708.780 Range Loss: 0.000 TV Loss: 0.553 Total Loss: 709.333 35%|###5 | 88/250 [00:53<01:38, 1.64it/s] CLIP Loss: 709.571 Range Loss: 0.000 TV Loss: 0.645 Total Loss: 710.217 36%|###5 | 89/250 [00:53<01:35, 1.68it/s] CLIP Loss: 703.361 Range Loss: 0.000 TV Loss: 0.593 Total Loss: 703.953 36%|###6 | 90/250 [00:54<01:32, 1.72it/s] CLIP Loss: 705.699 Range Loss: 0.000 TV Loss: 0.683 Total Loss: 706.382 36%|###6 | 91/250 [00:55<01:44, 1.52it/s] CLIP Loss: 706.901 Range Loss: 0.000 TV Loss: 0.603 Total Loss: 707.504 37%|###6 | 92/250 [00:55<01:40, 1.58it/s] CLIP Loss: 713.605 Range Loss: 0.000 TV Loss: 0.624 Total Loss: 714.229 37%|###7 | 93/250 [00:56<01:35, 1.64it/s] CLIP Loss: 716.087 Range Loss: 0.000 TV Loss: 0.670 Total Loss: 716.757 38%|###7 | 94/250 [00:56<01:32, 1.69it/s] CLIP Loss: 732.520 Range Loss: 0.000 TV Loss: 0.760 Total Loss: 733.281 38%|###8 | 95/250 [00:57<01:29, 1.74it/s] CLIP Loss: 726.250 Range Loss: 0.000 TV Loss: 0.710 Total Loss: 726.960 38%|###8 | 96/250 [00:58<01:40, 1.53it/s] CLIP Loss: 713.001 Range Loss: 0.000 TV Loss: 0.684 Total Loss: 713.685 39%|###8 | 97/250 [00:58<01:35, 1.60it/s] CLIP Loss: 716.670 Range Loss: 0.000 TV Loss: 0.799 Total Loss: 717.469 39%|###9 | 98/250 [00:59<01:31, 1.66it/s] CLIP Loss: 707.673 Range Loss: 0.000 TV Loss: 0.814 Total Loss: 708.486 40%|###9 | 99/250 [00:59<01:28, 1.70it/s] CLIP Loss: 707.622 Range Loss: 0.000 TV Loss: 0.853 Total Loss: 708.475 40%|#### | 100/250 [01:00<01:27, 1.72it/s] CLIP Loss: 710.982 Range Loss: 0.000 TV Loss: 0.950 Total Loss: 711.932 40%|#### | 101/250 [01:01<01:38, 1.52it/s] CLIP Loss: 713.299 Range Loss: 0.000 TV Loss: 0.977 Total Loss: 714.277 41%|#### | 102/250 [01:01<01:32, 1.60it/s] CLIP Loss: 707.768 Range Loss: 0.000 TV Loss: 1.001 Total Loss: 708.769 41%|####1 | 103/250 [01:02<01:28, 1.66it/s] CLIP Loss: 707.064 Range Loss: 0.000 TV Loss: 1.051 Total Loss: 708.115 42%|####1 | 104/250 [01:02<01:25, 1.71it/s] CLIP Loss: 710.331 Range Loss: 0.000 TV Loss: 1.158 Total Loss: 711.490 42%|####2 | 105/250 [01:03<01:23, 1.73it/s] CLIP Loss: 711.797 Range Loss: 0.000 TV Loss: 1.284 Total Loss: 713.080 42%|####2 | 106/250 [01:04<01:35, 1.52it/s] CLIP Loss: 705.231 Range Loss: 0.000 TV Loss: 1.308 Total Loss: 706.538 43%|####2 | 107/250 [01:04<01:29, 1.61it/s] CLIP Loss: 712.904 Range Loss: 0.000 TV Loss: 1.405 Total Loss: 714.310 43%|####3 | 108/250 [01:05<01:25, 1.66it/s] CLIP Loss: 704.991 Range Loss: 0.000 TV Loss: 1.472 Total Loss: 706.463 44%|####3 | 109/250 [01:05<01:23, 1.70it/s] CLIP Loss: 701.365 Range Loss: 0.000 TV Loss: 1.457 Total Loss: 702.822 44%|####4 | 110/250 [01:06<01:20, 1.73it/s] CLIP Loss: 703.317 Range Loss: 0.000 TV Loss: 1.548 Total Loss: 704.865 44%|####4 | 111/250 [01:07<01:31, 1.52it/s] CLIP Loss: 704.172 Range Loss: 0.000 TV Loss: 1.546 Total Loss: 705.717 45%|####4 | 112/250 [01:07<01:26, 1.60it/s] CLIP Loss: 704.507 Range Loss: 0.000 TV Loss: 1.602 Total Loss: 706.109 45%|####5 | 113/250 [01:08<01:22, 1.65it/s] CLIP Loss: 704.530 Range Loss: 0.000 TV Loss: 1.674 Total Loss: 706.204 46%|####5 | 114/250 [01:08<01:19, 1.71it/s] CLIP Loss: 702.630 Range Loss: 0.000 TV Loss: 1.765 Total Loss: 704.395 46%|####6 | 115/250 [01:09<01:17, 1.74it/s] CLIP Loss: 704.925 Range Loss: 0.000 TV Loss: 1.913 Total Loss: 706.838 46%|####6 | 116/250 [01:10<01:27, 1.54it/s] CLIP Loss: 710.512 Range Loss: 0.000 TV Loss: 1.858 Total Loss: 712.370 47%|####6 | 117/250 [01:10<01:21, 1.62it/s] CLIP Loss: 706.946 Range Loss: 0.000 TV Loss: 1.920 Total Loss: 708.866 47%|####7 | 118/250 [01:11<01:18, 1.68it/s] CLIP Loss: 706.018 Range Loss: 0.000 TV Loss: 1.947 Total Loss: 707.965 48%|####7 | 119/250 [01:11<01:16, 1.72it/s] CLIP Loss: 700.465 Range Loss: 0.000 TV Loss: 1.945 Total Loss: 702.410 48%|####8 | 120/250 [01:12<01:14, 1.75it/s] CLIP Loss: 703.839 Range Loss: 0.000 TV Loss: 2.006 Total Loss: 705.845 48%|####8 | 121/250 [01:13<01:25, 1.52it/s] CLIP Loss: 706.992 Range Loss: 0.000 TV Loss: 2.123 Total Loss: 709.114 49%|####8 | 122/250 [01:13<01:20, 1.60it/s] CLIP Loss: 711.008 Range Loss: 0.000 TV Loss: 2.214 Total Loss: 713.222 49%|####9 | 123/250 [01:14<01:16, 1.67it/s] CLIP Loss: 704.672 Range Loss: 0.000 TV Loss: 2.119 Total Loss: 706.791 50%|####9 | 124/250 [01:15<01:13, 1.72it/s] CLIP Loss: 704.817 Range Loss: 0.000 TV Loss: 2.277 Total Loss: 707.094 50%|##### | 125/250 [01:15<01:11, 1.76it/s] CLIP Loss: 706.461 Range Loss: 0.000 TV Loss: 2.530 Total Loss: 708.991 50%|##### | 126/250 [01:16<01:18, 1.57it/s] CLIP Loss: 704.391 Range Loss: 0.000 TV Loss: 2.773 Total Loss: 707.165 51%|##### | 127/250 [01:16<01:14, 1.65it/s] CLIP Loss: 703.726 Range Loss: 0.000 TV Loss: 2.837 Total Loss: 706.563 51%|#####1 | 128/250 [01:17<01:12, 1.69it/s] CLIP Loss: 701.430 Range Loss: 0.000 TV Loss: 3.006 Total Loss: 704.436 52%|#####1 | 129/250 [01:18<01:09, 1.74it/s] CLIP Loss: 702.047 Range Loss: 0.000 TV Loss: 3.129 Total Loss: 705.176 52%|#####2 | 130/250 [01:18<01:07, 1.77it/s] CLIP Loss: 701.104 Range Loss: 0.000 TV Loss: 3.301 Total Loss: 704.405 52%|#####2 | 131/250 [01:19<01:15, 1.59it/s] CLIP Loss: 700.765 Range Loss: 0.000 TV Loss: 3.439 Total Loss: 704.204 53%|#####2 | 132/250 [01:19<01:11, 1.66it/s] CLIP Loss: 702.436 Range Loss: 0.000 TV Loss: 3.479 Total Loss: 705.916 53%|#####3 | 133/250 [01:20<01:08, 1.70it/s] CLIP Loss: 704.938 Range Loss: 0.000 TV Loss: 3.579 Total Loss: 708.517 54%|#####3 | 134/250 [01:20<01:06, 1.74it/s] CLIP Loss: 704.429 Range Loss: 0.000 TV Loss: 3.787 Total Loss: 708.216 54%|#####4 | 135/250 [01:21<01:04, 1.77it/s] CLIP Loss: 704.375 Range Loss: 0.000 TV Loss: 3.900 Total Loss: 708.275 54%|#####4 | 136/250 [01:22<01:11, 1.60it/s] CLIP Loss: 705.712 Range Loss: 0.000 TV Loss: 4.028 Total Loss: 709.741 55%|#####4 | 137/250 [01:22<01:07, 1.67it/s] CLIP Loss: 706.224 Range Loss: 0.000 TV Loss: 4.283 Total Loss: 710.508 55%|#####5 | 138/250 [01:23<01:05, 1.71it/s] CLIP Loss: 707.843 Range Loss: 0.000 TV Loss: 4.516 Total Loss: 712.358 56%|#####5 | 139/250 [01:23<01:03, 1.74it/s] CLIP Loss: 708.185 Range Loss: 0.000 TV Loss: 4.718 Total Loss: 712.904 56%|#####6 | 140/250 [01:24<01:02, 1.76it/s] CLIP Loss: 707.601 Range Loss: 0.000 TV Loss: 4.897 Total Loss: 712.498 56%|#####6 | 141/250 [01:25<01:08, 1.59it/s] CLIP Loss: 709.126 Range Loss: 0.000 TV Loss: 5.061 Total Loss: 714.187 57%|#####6 | 142/250 [01:25<01:05, 1.66it/s] CLIP Loss: 709.856 Range Loss: 0.000 TV Loss: 5.240 Total Loss: 715.095 57%|#####7 | 143/250 [01:26<01:03, 1.69it/s] CLIP Loss: 712.082 Range Loss: 0.000 TV Loss: 5.334 Total Loss: 717.415 58%|#####7 | 144/250 [01:26<01:01, 1.73it/s] CLIP Loss: 718.168 Range Loss: 0.000 TV Loss: 5.502 Total Loss: 723.670 58%|#####8 | 145/250 [01:27<00:59, 1.76it/s] CLIP Loss: 711.581 Range Loss: 0.000 TV Loss: 5.666 Total Loss: 717.247 58%|#####8 | 146/250 [01:28<01:05, 1.60it/s] CLIP Loss: 714.901 Range Loss: 0.000 TV Loss: 5.954 Total Loss: 720.854 59%|#####8 | 147/250 [01:28<01:02, 1.66it/s] CLIP Loss: 715.161 Range Loss: 0.000 TV Loss: 6.205 Total Loss: 721.366 59%|#####9 | 148/250 [01:29<00:59, 1.71it/s] CLIP Loss: 715.497 Range Loss: 0.000 TV Loss: 6.465 Total Loss: 721.961 60%|#####9 | 149/250 [01:29<00:57, 1.74it/s] CLIP Loss: 712.089 Range Loss: 0.000 TV Loss: 6.718 Total Loss: 718.807 60%|###### | 150/250 [01:30<00:56, 1.77it/s] CLIP Loss: 709.101 Range Loss: 0.000 TV Loss: 7.033 Total Loss: 716.134 60%|###### | 151/250 [01:31<01:01, 1.60it/s] CLIP Loss: 706.298 Range Loss: 0.000 TV Loss: 7.323 Total Loss: 713.620 61%|###### | 152/250 [01:31<00:58, 1.67it/s] CLIP Loss: 709.914 Range Loss: 0.000 TV Loss: 7.562 Total Loss: 717.476 61%|######1 | 153/250 [01:32<00:56, 1.71it/s] CLIP Loss: 707.747 Range Loss: 0.000 TV Loss: 7.826 Total Loss: 715.573 62%|######1 | 154/250 [01:32<00:54, 1.75it/s] CLIP Loss: 706.559 Range Loss: 0.000 TV Loss: 8.032 Total Loss: 714.591 62%|######2 | 155/250 [01:33<00:53, 1.77it/s] CLIP Loss: 708.327 Range Loss: 0.000 TV Loss: 8.426 Total Loss: 716.753 62%|######2 | 156/250 [01:34<01:00, 1.55it/s] CLIP Loss: 705.239 Range Loss: 0.000 TV Loss: 8.791 Total Loss: 714.030 63%|######2 | 157/250 [01:34<00:56, 1.63it/s] CLIP Loss: 705.787 Range Loss: 0.000 TV Loss: 9.162 Total Loss: 714.949 63%|######3 | 158/250 [01:35<00:54, 1.68it/s] CLIP Loss: 706.216 Range Loss: 0.000 TV Loss: 9.393 Total Loss: 715.609 64%|######3 | 159/250 [01:35<00:52, 1.72it/s] CLIP Loss: 715.956 Range Loss: 0.000 TV Loss: 9.783 Total Loss: 725.739 64%|######4 | 160/250 [01:36<00:51, 1.74it/s] CLIP Loss: 710.612 Range Loss: 0.000 TV Loss: 10.193 Total Loss: 720.804 64%|######4 | 161/250 [01:37<00:56, 1.58it/s] CLIP Loss: 711.625 Range Loss: 0.000 TV Loss: 10.593 Total Loss: 722.218 65%|######4 | 162/250 [01:37<00:53, 1.66it/s] CLIP Loss: 707.691 Range Loss: 0.000 TV Loss: 11.004 Total Loss: 718.695 65%|######5 | 163/250 [01:38<00:51, 1.70it/s] CLIP Loss: 711.067 Range Loss: 0.000 TV Loss: 11.440 Total Loss: 722.507 66%|######5 | 164/250 [01:38<00:49, 1.74it/s] CLIP Loss: 708.494 Range Loss: 0.000 TV Loss: 12.031 Total Loss: 720.525 66%|######6 | 165/250 [01:39<00:48, 1.77it/s] CLIP Loss: 709.011 Range Loss: 0.000 TV Loss: 12.621 Total Loss: 721.633 66%|######6 | 166/250 [01:40<00:52, 1.61it/s] CLIP Loss: 713.586 Range Loss: 0.000 TV Loss: 13.036 Total Loss: 726.622 67%|######6 | 167/250 [01:40<00:49, 1.68it/s] CLIP Loss: 716.930 Range Loss: 0.000 TV Loss: 13.454 Total Loss: 730.383 67%|######7 | 168/250 [01:41<00:47, 1.72it/s] CLIP Loss: 714.838 Range Loss: 0.000 TV Loss: 13.936 Total Loss: 728.774 68%|######7 | 169/250 [01:41<00:46, 1.75it/s] CLIP Loss: 710.812 Range Loss: 0.000 TV Loss: 14.439 Total Loss: 725.250 68%|######8 | 170/250 [01:42<00:45, 1.76it/s] CLIP Loss: 708.768 Range Loss: 0.000 TV Loss: 14.973 Total Loss: 723.742 68%|######8 | 171/250 [01:42<00:48, 1.61it/s] CLIP Loss: 710.013 Range Loss: 0.000 TV Loss: 15.658 Total Loss: 725.671 69%|######8 | 172/250 [01:43<00:46, 1.68it/s] CLIP Loss: 711.072 Range Loss: 0.000 TV Loss: 16.233 Total Loss: 727.305 69%|######9 | 173/250 [01:44<00:44, 1.72it/s] CLIP Loss: 707.841 Range Loss: 0.000 TV Loss: 16.675 Total Loss: 724.516 70%|######9 | 174/250 [01:44<00:43, 1.75it/s] CLIP Loss: 712.680 Range Loss: 0.000 TV Loss: 17.344 Total Loss: 730.024 70%|####### | 175/250 [01:45<00:42, 1.77it/s] CLIP Loss: 715.103 Range Loss: 0.000 TV Loss: 17.795 Total Loss: 732.898 70%|####### | 176/250 [01:45<00:46, 1.58it/s] CLIP Loss: 709.261 Range Loss: 0.000 TV Loss: 18.386 Total Loss: 727.647 71%|####### | 177/250 [01:46<00:44, 1.64it/s] CLIP Loss: 711.295 Range Loss: 0.000 TV Loss: 19.130 Total Loss: 730.425 71%|#######1 | 178/250 [01:47<00:42, 1.69it/s] CLIP Loss: 708.382 Range Loss: 0.000 TV Loss: 19.571 Total Loss: 727.954 72%|#######1 | 179/250 [01:47<00:40, 1.74it/s] CLIP Loss: 712.334 Range Loss: 0.000 TV Loss: 20.055 Total Loss: 732.388 72%|#######2 | 180/250 [01:48<00:39, 1.76it/s] CLIP Loss: 709.773 Range Loss: 0.000 TV Loss: 20.746 Total Loss: 730.519 72%|#######2 | 181/250 [01:48<00:43, 1.59it/s] CLIP Loss: 713.668 Range Loss: 0.000 TV Loss: 21.297 Total Loss: 734.965 73%|#######2 | 182/250 [01:49<00:41, 1.65it/s] CLIP Loss: 721.705 Range Loss: 0.000 TV Loss: 22.016 Total Loss: 743.721 73%|#######3 | 183/250 [01:50<00:39, 1.70it/s] CLIP Loss: 716.266 Range Loss: 0.000 TV Loss: 22.569 Total Loss: 738.835 74%|#######3 | 184/250 [01:50<00:37, 1.74it/s] CLIP Loss: 715.003 Range Loss: 0.000 TV Loss: 23.142 Total Loss: 738.144 74%|#######4 | 185/250 [01:51<00:36, 1.76it/s] CLIP Loss: 717.424 Range Loss: 0.000 TV Loss: 23.709 Total Loss: 741.133 74%|#######4 | 186/250 [01:51<00:40, 1.59it/s] CLIP Loss: 714.153 Range Loss: 0.000 TV Loss: 24.482 Total Loss: 738.635 75%|#######4 | 187/250 [01:52<00:37, 1.66it/s] CLIP Loss: 714.364 Range Loss: 0.000 TV Loss: 25.019 Total Loss: 739.384 75%|#######5 | 188/250 [01:52<00:36, 1.70it/s] CLIP Loss: 712.498 Range Loss: 0.000 TV Loss: 25.657 Total Loss: 738.155 76%|#######5 | 189/250 [01:53<00:35, 1.73it/s] CLIP Loss: 714.519 Range Loss: 0.000 TV Loss: 26.229 Total Loss: 740.748 76%|#######6 | 190/250 [01:54<00:34, 1.76it/s] CLIP Loss: 713.481 Range Loss: 0.000 TV Loss: 26.760 Total Loss: 740.240 76%|#######6 | 191/250 [01:54<00:37, 1.57it/s] CLIP Loss: 714.587 Range Loss: 0.000 TV Loss: 27.405 Total Loss: 741.992 77%|#######6 | 192/250 [01:55<00:35, 1.64it/s] CLIP Loss: 718.527 Range Loss: 0.000 TV Loss: 27.979 Total Loss: 746.507 77%|#######7 | 193/250 [01:55<00:33, 1.69it/s] CLIP Loss: 713.516 Range Loss: 0.000 TV Loss: 28.611 Total Loss: 742.127 78%|#######7 | 194/250 [01:56<00:32, 1.72it/s] CLIP Loss: 714.433 Range Loss: 0.000 TV Loss: 29.157 Total Loss: 743.589 78%|#######8 | 195/250 [01:57<00:31, 1.74it/s] CLIP Loss: 717.243 Range Loss: 0.000 TV Loss: 29.690 Total Loss: 746.933 78%|#######8 | 196/250 [01:57<00:33, 1.59it/s] CLIP Loss: 716.272 Range Loss: 0.000 TV Loss: 30.216 Total Loss: 746.488 79%|#######8 | 197/250 [01:58<00:32, 1.65it/s] CLIP Loss: 718.744 Range Loss: 0.000 TV Loss: 30.775 Total Loss: 749.520 79%|#######9 | 198/250 [01:58<00:30, 1.69it/s] CLIP Loss: 715.463 Range Loss: 0.000 TV Loss: 31.319 Total Loss: 746.781 80%|#######9 | 199/250 [01:59<00:29, 1.72it/s] CLIP Loss: 715.586 Range Loss: 0.000 TV Loss: 31.676 Total Loss: 747.262 80%|######## | 200/250 [02:00<00:28, 1.75it/s] CLIP Loss: 714.568 Range Loss: 0.000 TV Loss: 32.011 Total Loss: 746.579 80%|######## | 201/250 [02:00<00:30, 1.59it/s] CLIP Loss: 716.011 Range Loss: 0.000 TV Loss: 32.428 Total Loss: 748.439 81%|######## | 202/250 [02:01<00:28, 1.66it/s] CLIP Loss: 717.311 Range Loss: 0.000 TV Loss: 32.775 Total Loss: 750.085 81%|########1 | 203/250 [02:01<00:27, 1.71it/s] CLIP Loss: 719.754 Range Loss: 0.000 TV Loss: 33.096 Total Loss: 752.850 82%|########1 | 204/250 [02:02<00:26, 1.74it/s] CLIP Loss: 714.605 Range Loss: 0.000 TV Loss: 33.326 Total Loss: 747.931 82%|########2 | 205/250 [02:03<00:25, 1.77it/s] CLIP Loss: 714.733 Range Loss: 0.000 TV Loss: 33.569 Total Loss: 748.302 82%|########2 | 206/250 [02:03<00:27, 1.61it/s] CLIP Loss: 715.021 Range Loss: 0.000 TV Loss: 33.728 Total Loss: 748.749 83%|########2 | 207/250 [02:04<00:25, 1.68it/s] CLIP Loss: 711.848 Range Loss: 0.000 TV Loss: 33.850 Total Loss: 745.698 83%|########3 | 208/250 [02:04<00:24, 1.71it/s] CLIP Loss: 714.800 Range Loss: 0.000 TV Loss: 34.099 Total Loss: 748.898 84%|########3 | 209/250 [02:05<00:23, 1.74it/s] CLIP Loss: 715.488 Range Loss: 0.000 TV Loss: 34.154 Total Loss: 749.642 84%|########4 | 210/250 [02:05<00:22, 1.77it/s] CLIP Loss: 717.384 Range Loss: 0.000 TV Loss: 34.266 Total Loss: 751.650 84%|########4 | 211/250 [02:06<00:24, 1.62it/s] CLIP Loss: 714.720 Range Loss: 0.000 TV Loss: 34.252 Total Loss: 748.972 85%|########4 | 212/250 [02:07<00:22, 1.67it/s] CLIP Loss: 710.806 Range Loss: 0.000 TV Loss: 34.187 Total Loss: 744.993 85%|########5 | 213/250 [02:07<00:21, 1.70it/s] CLIP Loss: 713.870 Range Loss: 0.000 TV Loss: 34.161 Total Loss: 748.031 86%|########5 | 214/250 [02:08<00:20, 1.73it/s] CLIP Loss: 711.331 Range Loss: 0.000 TV Loss: 34.099 Total Loss: 745.430 86%|########6 | 215/250 [02:08<00:19, 1.76it/s] CLIP Loss: 712.672 Range Loss: 0.000 TV Loss: 33.894 Total Loss: 746.566 86%|########6 | 216/250 [02:09<00:21, 1.60it/s] CLIP Loss: 711.672 Range Loss: 0.000 TV Loss: 33.676 Total Loss: 745.348 87%|########6 | 217/250 [02:10<00:19, 1.67it/s] CLIP Loss: 711.465 Range Loss: 0.000 TV Loss: 33.393 Total Loss: 744.858 87%|########7 | 218/250 [02:10<00:18, 1.71it/s] CLIP Loss: 707.318 Range Loss: 0.000 TV Loss: 33.022 Total Loss: 740.340 88%|########7 | 219/250 [02:11<00:17, 1.73it/s] CLIP Loss: 711.685 Range Loss: 0.000 TV Loss: 32.651 Total Loss: 744.336 88%|########8 | 220/250 [02:11<00:17, 1.75it/s] CLIP Loss: 713.480 Range Loss: 0.000 TV Loss: 32.299 Total Loss: 745.779 88%|########8 | 221/250 [02:12<00:18, 1.59it/s] CLIP Loss: 707.502 Range Loss: 0.000 TV Loss: 31.784 Total Loss: 739.287 89%|########8 | 222/250 [02:13<00:17, 1.64it/s] CLIP Loss: 711.297 Range Loss: 0.000 TV Loss: 31.317 Total Loss: 742.614 89%|########9 | 223/250 [02:13<00:15, 1.69it/s] CLIP Loss: 708.721 Range Loss: 0.000 TV Loss: 30.781 Total Loss: 739.502 90%|########9 | 224/250 [02:14<00:15, 1.73it/s] CLIP Loss: 706.337 Range Loss: 0.000 TV Loss: 30.175 Total Loss: 736.512 90%|######### | 225/250 [02:14<00:14, 1.76it/s] CLIP Loss: 712.259 Range Loss: 0.000 TV Loss: 29.532 Total Loss: 741.792 90%|######### | 226/250 [02:15<00:14, 1.61it/s] CLIP Loss: 710.823 Range Loss: 0.000 TV Loss: 28.814 Total Loss: 739.636 91%|######### | 227/250 [02:16<00:13, 1.68it/s] CLIP Loss: 707.481 Range Loss: 0.000 TV Loss: 28.104 Total Loss: 735.585 91%|#########1| 228/250 [02:16<00:12, 1.72it/s] CLIP Loss: 705.483 Range Loss: 0.000 TV Loss: 27.313 Total Loss: 732.796 92%|#########1| 229/250 [02:17<00:12, 1.74it/s] CLIP Loss: 707.181 Range Loss: 0.000 TV Loss: 26.444 Total Loss: 733.624 92%|#########2| 230/250 [02:17<00:11, 1.77it/s] CLIP Loss: 706.650 Range Loss: 0.000 TV Loss: 25.642 Total Loss: 732.292 92%|#########2| 231/250 [02:18<00:11, 1.61it/s] CLIP Loss: 709.759 Range Loss: 0.000 TV Loss: 24.810 Total Loss: 734.569 93%|#########2| 232/250 [02:19<00:10, 1.67it/s] CLIP Loss: 707.941 Range Loss: 0.000 TV Loss: 23.939 Total Loss: 731.880 93%|#########3| 233/250 [02:19<00:09, 1.72it/s] CLIP Loss: 705.879 Range Loss: 0.000 TV Loss: 23.071 Total Loss: 728.950 94%|#########3| 234/250 [02:20<00:09, 1.75it/s] CLIP Loss: 706.656 Range Loss: 0.000 TV Loss: 22.156 Total Loss: 728.813 94%|#########3| 235/250 [02:20<00:08, 1.77it/s] CLIP Loss: 709.600 Range Loss: 0.000 TV Loss: 21.262 Total Loss: 730.861 94%|#########4| 236/250 [02:21<00:08, 1.59it/s] CLIP Loss: 706.099 Range Loss: 0.000 TV Loss: 20.337 Total Loss: 726.436 95%|#########4| 237/250 [02:22<00:07, 1.66it/s] CLIP Loss: 706.835 Range Loss: 0.000 TV Loss: 19.449 Total Loss: 726.283 95%|#########5| 238/250 [02:22<00:07, 1.70it/s] CLIP Loss: 707.417 Range Loss: 0.000 TV Loss: 18.567 Total Loss: 725.984 96%|#########5| 239/250 [02:23<00:06, 1.74it/s] CLIP Loss: 709.093 Range Loss: 0.000 TV Loss: 17.715 Total Loss: 726.809 96%|#########6| 240/250 [02:23<00:05, 1.78it/s] CLIP Loss: 711.399 Range Loss: 0.000 TV Loss: 16.887 Total Loss: 728.286 96%|#########6| 241/250 [02:24<00:05, 1.63it/s] CLIP Loss: 710.090 Range Loss: 0.000 TV Loss: 16.121 Total Loss: 726.211 97%|#########6| 242/250 [02:24<00:04, 1.67it/s] CLIP Loss: 710.573 Range Loss: 0.000 TV Loss: 15.377 Total Loss: 725.951 97%|#########7| 243/250 [02:25<00:04, 1.72it/s] CLIP Loss: 711.590 Range Loss: 0.000 TV Loss: 14.666 Total Loss: 726.256 98%|#########7| 244/250 [02:26<00:03, 1.74it/s] CLIP Loss: 714.347 Range Loss: 0.000 TV Loss: 14.043 Total Loss: 728.389 98%|#########8| 245/250 [02:26<00:02, 1.75it/s] CLIP Loss: 712.285 Range Loss: 0.000 TV Loss: 13.451 Total Loss: 725.736 98%|#########8| 246/250 [02:27<00:02, 1.60it/s] CLIP Loss: 720.560 Range Loss: 0.000 TV Loss: 12.933 Total Loss: 733.492 99%|#########8| 247/250 [02:27<00:01, 1.65it/s] CLIP Loss: 724.177 Range Loss: 0.000 TV Loss: 12.520 Total Loss: 736.697 99%|#########9| 248/250 [02:28<00:01, 1.71it/s] CLIP Loss: 725.906 Range Loss: 0.000 TV Loss: 12.188 Total Loss: 738.093 100%|#########9| 249/250 [02:29<00:00, 1.74it/s] CLIP Loss: 733.187 Range Loss: 0.000 TV Loss: 11.925 Total Loss: 745.112 100%|##########| 250/250 [02:29<00:00, 1.61it/s] 100%|##########| 250/250 [02:29<00:00, 1.67it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDneboccmolfantajo7lb6xamxjeStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- The bird's nest fungus Cyathus stercoreus
- respace
- 250
- tv_scale
- "150"
- sat_scale
- "0"
- range_scale
- "50"
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "The bird's nest fungus Cyathus stercoreus", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "The bird's nest fungus Cyathus stercoreus", respace: "250", tv_scale: "150", sat_scale: "0", range_scale: "50", use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "The bird's nest fungus Cyathus stercoreus", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "The bird\'s nest fungus Cyathus stercoreus", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i $'prompt="The bird\'s nest fungus Cyathus stercoreus"' \ -i 'respace="250"' \ -i 'tv_scale="150"' \ -i 'sat_scale="0"' \ -i 'range_scale="50"' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "The bird\'s nest fungus Cyathus stercoreus", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:07:18.492202Z", "created_at": "2021-10-15T14:04:45.892797Z", "data_removed": false, "error": null, "id": "neboccmolfantajo7lb6xamxje", "input": { "seed": "0", "prompt": "The bird's nest fungus Cyathus stercoreus", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 996.857\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 1004.937\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:43, 1.53it/s]\nCLIP Loss: 970.103\tRange Loss: 0.000\tTV Loss: 4.444\tTotal Loss: 974.547\n\n 1%| | 2/250 [00:01<02:27, 1.68it/s]\nCLIP Loss: 951.765\tRange Loss: 0.000\tTV Loss: 4.488\tTotal Loss: 956.253\n\n 1%|1 | 3/250 [00:01<02:21, 1.74it/s]\nCLIP Loss: 943.764\tRange Loss: 0.001\tTV Loss: 4.956\tTotal Loss: 948.721\n\n 2%|1 | 4/250 [00:02<02:20, 1.76it/s]\nCLIP Loss: 938.755\tRange Loss: 0.001\tTV Loss: 3.103\tTotal Loss: 941.859\n\n 2%|2 | 5/250 [00:02<02:17, 1.78it/s]\nCLIP Loss: 899.909\tRange Loss: 0.000\tTV Loss: 2.988\tTotal Loss: 902.898\n\n 2%|2 | 6/250 [00:03<02:31, 1.61it/s]\nCLIP Loss: 886.449\tRange Loss: 0.000\tTV Loss: 3.372\tTotal Loss: 889.822\n\n 3%|2 | 7/250 [00:04<02:24, 1.68it/s]\nCLIP Loss: 881.178\tRange Loss: 0.001\tTV Loss: 3.478\tTotal Loss: 884.657\n\n 3%|3 | 8/250 [00:04<02:23, 1.69it/s]\nCLIP Loss: 913.676\tRange Loss: 0.000\tTV Loss: 6.360\tTotal Loss: 920.036\n\n 4%|3 | 9/250 [00:05<02:20, 1.72it/s]\nCLIP Loss: 862.522\tRange Loss: 0.000\tTV Loss: 4.101\tTotal Loss: 866.623\n\n 4%|4 | 10/250 [00:05<02:17, 1.75it/s]\nCLIP Loss: 841.494\tRange Loss: 0.000\tTV Loss: 2.753\tTotal Loss: 844.247\n\n 4%|4 | 11/250 [00:06<02:28, 1.60it/s]\nCLIP Loss: 945.047\tRange Loss: 0.060\tTV Loss: 4.532\tTotal Loss: 949.639\n\n 5%|4 | 12/250 [00:07<02:23, 1.66it/s]\nCLIP Loss: 894.737\tRange Loss: 0.000\tTV Loss: 4.287\tTotal Loss: 899.024\n\n 5%|5 | 13/250 [00:07<02:20, 1.69it/s]\nCLIP Loss: 856.971\tRange Loss: 0.000\tTV Loss: 3.705\tTotal Loss: 860.676\n\n 6%|5 | 14/250 [00:08<02:16, 1.72it/s]\nCLIP Loss: 846.829\tRange Loss: 0.000\tTV Loss: 4.262\tTotal Loss: 851.092\n\n 6%|6 | 15/250 [00:08<02:15, 1.74it/s]\nCLIP Loss: 856.734\tRange Loss: 0.008\tTV Loss: 3.765\tTotal Loss: 860.507\n\n 6%|6 | 16/250 [00:09<02:27, 1.58it/s]\nCLIP Loss: 833.352\tRange Loss: 0.004\tTV Loss: 3.446\tTotal Loss: 836.801\n\n 7%|6 | 17/250 [00:10<02:21, 1.65it/s]\nCLIP Loss: 807.950\tRange Loss: 0.006\tTV Loss: 2.770\tTotal Loss: 810.725\n\n 7%|7 | 18/250 [00:10<02:17, 1.69it/s]\nCLIP Loss: 800.049\tRange Loss: 0.001\tTV Loss: 2.848\tTotal Loss: 802.899\n\n 8%|7 | 19/250 [00:11<02:15, 1.70it/s]\nCLIP Loss: 797.850\tRange Loss: 0.000\tTV Loss: 1.969\tTotal Loss: 799.819\n\n 8%|8 | 20/250 [00:11<02:12, 1.74it/s]\nCLIP Loss: 788.724\tRange Loss: 0.000\tTV Loss: 2.226\tTotal Loss: 790.950\n\n 8%|8 | 21/250 [00:12<02:23, 1.60it/s]\nCLIP Loss: 803.525\tRange Loss: 0.000\tTV Loss: 2.231\tTotal Loss: 805.756\n\n 9%|8 | 22/250 [00:13<02:17, 1.66it/s]\nCLIP Loss: 798.962\tRange Loss: 0.000\tTV Loss: 1.909\tTotal Loss: 800.871\n\n 9%|9 | 23/250 [00:13<02:13, 1.70it/s]\nCLIP Loss: 803.576\tRange Loss: 0.000\tTV Loss: 1.919\tTotal Loss: 805.495\n\n 10%|9 | 24/250 [00:14<02:11, 1.72it/s]\nCLIP Loss: 829.971\tRange Loss: 0.000\tTV Loss: 1.036\tTotal Loss: 831.007\n\n 10%|# | 25/250 [00:14<02:09, 1.74it/s]\nCLIP Loss: 814.679\tRange Loss: 0.000\tTV Loss: 1.194\tTotal Loss: 815.873\n\n 10%|# | 26/250 [00:15<02:19, 1.61it/s]\nCLIP Loss: 809.115\tRange Loss: 0.000\tTV Loss: 1.811\tTotal Loss: 810.927\n\n 11%|# | 27/250 [00:16<02:13, 1.67it/s]\nCLIP Loss: 788.803\tRange Loss: 0.000\tTV Loss: 1.364\tTotal Loss: 790.167\n\n 11%|#1 | 28/250 [00:16<02:10, 1.70it/s]\nCLIP Loss: 782.973\tRange Loss: 0.000\tTV Loss: 1.236\tTotal Loss: 784.208\n\n 12%|#1 | 29/250 [00:17<02:08, 1.72it/s]\nCLIP Loss: 807.028\tRange Loss: 0.000\tTV Loss: 1.155\tTotal Loss: 808.184\n\n 12%|#2 | 30/250 [00:17<02:06, 1.73it/s]\nCLIP Loss: 821.096\tRange Loss: 0.000\tTV Loss: 0.950\tTotal Loss: 822.046\n\n 12%|#2 | 31/250 [00:18<02:18, 1.58it/s]\nCLIP Loss: 814.217\tRange Loss: 0.000\tTV Loss: 1.154\tTotal Loss: 815.371\n\n 13%|#2 | 32/250 [00:19<02:13, 1.63it/s]\nCLIP Loss: 818.712\tRange Loss: 0.000\tTV Loss: 0.988\tTotal Loss: 819.700\n\n 13%|#3 | 33/250 [00:19<02:09, 1.67it/s]\nCLIP Loss: 788.892\tRange Loss: 0.000\tTV Loss: 1.046\tTotal Loss: 789.938\n\n 14%|#3 | 34/250 [00:20<02:07, 1.70it/s]\nCLIP Loss: 767.658\tRange Loss: 0.000\tTV Loss: 0.770\tTotal Loss: 768.428\n\n 14%|#4 | 35/250 [00:20<02:06, 1.70it/s]\nCLIP Loss: 785.336\tRange Loss: 0.000\tTV Loss: 0.888\tTotal Loss: 786.225\n\n 14%|#4 | 36/250 [00:21<02:18, 1.54it/s]\nCLIP Loss: 801.569\tRange Loss: 0.000\tTV Loss: 0.513\tTotal Loss: 802.082\n\n 15%|#4 | 37/250 [00:22<02:12, 1.61it/s]\nCLIP Loss: 791.484\tRange Loss: 0.000\tTV Loss: 0.905\tTotal Loss: 792.389\n\n 15%|#5 | 38/250 [00:22<02:09, 1.64it/s]\nCLIP Loss: 786.061\tRange Loss: 0.000\tTV Loss: 0.725\tTotal Loss: 786.786\n\n 16%|#5 | 39/250 [00:23<02:06, 1.67it/s]\nCLIP Loss: 774.866\tRange Loss: 0.000\tTV Loss: 0.853\tTotal Loss: 775.719\n\n 16%|#6 | 40/250 [00:23<02:02, 1.71it/s]\nCLIP Loss: 775.065\tRange Loss: 0.000\tTV Loss: 0.598\tTotal Loss: 775.664\n\n 16%|#6 | 41/250 [00:24<02:13, 1.56it/s]\nCLIP Loss: 785.250\tRange Loss: 0.000\tTV Loss: 0.688\tTotal Loss: 785.938\n\n 17%|#6 | 42/250 [00:25<02:07, 1.63it/s]\nCLIP Loss: 795.942\tRange Loss: 0.000\tTV Loss: 0.664\tTotal Loss: 796.606\n\n 17%|#7 | 43/250 [00:25<02:04, 1.66it/s]\nCLIP Loss: 771.628\tRange Loss: 0.000\tTV Loss: 0.635\tTotal Loss: 772.263\n\n 18%|#7 | 44/250 [00:26<02:02, 1.69it/s]\nCLIP Loss: 771.627\tRange Loss: 0.000\tTV Loss: 0.517\tTotal Loss: 772.144\n\n 18%|#8 | 45/250 [00:26<02:01, 1.69it/s]\nCLIP Loss: 765.957\tRange Loss: 0.000\tTV Loss: 0.611\tTotal Loss: 766.568\n\n 18%|#8 | 46/250 [00:27<02:10, 1.56it/s]\nCLIP Loss: 763.211\tRange Loss: 0.000\tTV Loss: 0.680\tTotal Loss: 763.891\n\n 19%|#8 | 47/250 [00:28<02:05, 1.61it/s]\nCLIP Loss: 765.577\tRange Loss: 0.000\tTV Loss: 0.587\tTotal Loss: 766.164\n\n 19%|#9 | 48/250 [00:28<02:01, 1.66it/s]\nCLIP Loss: 779.654\tRange Loss: 0.000\tTV Loss: 0.572\tTotal Loss: 780.226\n\n 20%|#9 | 49/250 [00:29<01:59, 1.69it/s]\nCLIP Loss: 789.331\tRange Loss: 0.000\tTV Loss: 0.456\tTotal Loss: 789.787\n\n 20%|## | 50/250 [00:29<01:57, 1.70it/s]\nCLIP Loss: 760.404\tRange Loss: 0.000\tTV Loss: 0.528\tTotal Loss: 760.932\n\n 20%|## | 51/250 [00:30<02:08, 1.55it/s]\nCLIP Loss: 771.915\tRange Loss: 0.000\tTV Loss: 0.395\tTotal Loss: 772.310\n\n 21%|## | 52/250 [00:31<02:03, 1.61it/s]\nCLIP Loss: 782.167\tRange Loss: 0.000\tTV Loss: 0.356\tTotal Loss: 782.523\n\n 21%|##1 | 53/250 [00:31<01:59, 1.65it/s]\nCLIP Loss: 792.662\tRange Loss: 0.003\tTV Loss: 0.575\tTotal Loss: 793.240\n\n 22%|##1 | 54/250 [00:32<01:56, 1.69it/s]\nCLIP Loss: 761.472\tRange Loss: 0.000\tTV Loss: 0.478\tTotal Loss: 761.949\n\n 22%|##2 | 55/250 [00:32<01:54, 1.71it/s]\nCLIP Loss: 762.029\tRange Loss: 0.000\tTV Loss: 0.532\tTotal Loss: 762.561\n\n 22%|##2 | 56/250 [00:33<02:04, 1.55it/s]\nCLIP Loss: 757.656\tRange Loss: 0.000\tTV Loss: 0.457\tTotal Loss: 758.114\n\n 23%|##2 | 57/250 [00:34<01:59, 1.61it/s]\nCLIP Loss: 756.997\tRange Loss: 0.000\tTV Loss: 0.443\tTotal Loss: 757.441\n\n 23%|##3 | 58/250 [00:34<01:56, 1.65it/s]\nCLIP Loss: 772.405\tRange Loss: 0.000\tTV Loss: 0.397\tTotal Loss: 772.802\n\n 24%|##3 | 59/250 [00:35<01:53, 1.69it/s]\nCLIP Loss: 762.785\tRange Loss: 0.001\tTV Loss: 0.465\tTotal Loss: 763.251\n\n 24%|##4 | 60/250 [00:36<01:52, 1.69it/s]\nCLIP Loss: 758.358\tRange Loss: 0.000\tTV Loss: 0.407\tTotal Loss: 758.765\n\n 24%|##4 | 61/250 [00:36<02:03, 1.53it/s]\nCLIP Loss: 754.743\tRange Loss: 0.000\tTV Loss: 0.343\tTotal Loss: 755.086\n\n 25%|##4 | 62/250 [00:37<01:57, 1.60it/s]\nCLIP Loss: 765.652\tRange Loss: 0.000\tTV Loss: 0.258\tTotal Loss: 765.910\n\n 25%|##5 | 63/250 [00:37<01:53, 1.65it/s]\nCLIP Loss: 778.188\tRange Loss: 0.000\tTV Loss: 0.335\tTotal Loss: 778.523\n\n 26%|##5 | 64/250 [00:38<01:51, 1.66it/s]\nCLIP Loss: 752.513\tRange Loss: 0.000\tTV Loss: 0.363\tTotal Loss: 752.876\n\n 26%|##6 | 65/250 [00:39<01:49, 1.69it/s]\nCLIP Loss: 761.771\tRange Loss: 0.000\tTV Loss: 0.326\tTotal Loss: 762.097\n\n 26%|##6 | 66/250 [00:39<02:00, 1.53it/s]\nCLIP Loss: 732.921\tRange Loss: 0.000\tTV Loss: 0.254\tTotal Loss: 733.174\n\n 27%|##6 | 67/250 [00:40<01:54, 1.60it/s]\nCLIP Loss: 776.648\tRange Loss: 0.000\tTV Loss: 0.299\tTotal Loss: 776.947\n\n 27%|##7 | 68/250 [00:41<01:50, 1.65it/s]\nCLIP Loss: 832.764\tRange Loss: 0.000\tTV Loss: 0.278\tTotal Loss: 833.041\n\n 28%|##7 | 69/250 [00:41<01:47, 1.68it/s]\nCLIP Loss: 768.034\tRange Loss: 0.000\tTV Loss: 0.370\tTotal Loss: 768.404\n\n 28%|##8 | 70/250 [00:42<01:45, 1.71it/s]\nCLIP Loss: 755.186\tRange Loss: 0.004\tTV Loss: 0.383\tTotal Loss: 755.573\n\n 28%|##8 | 71/250 [00:43<02:00, 1.49it/s]\nCLIP Loss: 754.913\tRange Loss: 0.002\tTV Loss: 0.380\tTotal Loss: 755.296\n\n 29%|##8 | 72/250 [00:43<01:53, 1.57it/s]\nCLIP Loss: 807.515\tRange Loss: 0.007\tTV Loss: 0.606\tTotal Loss: 808.128\n\n 29%|##9 | 73/250 [00:44<01:48, 1.63it/s]\nCLIP Loss: 777.840\tRange Loss: 0.001\tTV Loss: 0.544\tTotal Loss: 778.385\n\n 30%|##9 | 74/250 [00:44<01:44, 1.68it/s]\nCLIP Loss: 758.415\tRange Loss: 0.001\tTV Loss: 0.462\tTotal Loss: 758.878\n\n 30%|### | 75/250 [00:45<01:42, 1.70it/s]\nCLIP Loss: 772.196\tRange Loss: 0.002\tTV Loss: 0.437\tTotal Loss: 772.634\n\n 30%|### | 76/250 [00:46<01:55, 1.51it/s]\nCLIP Loss: 787.619\tRange Loss: 0.002\tTV Loss: 0.879\tTotal Loss: 788.500\n\n 31%|### | 77/250 [00:46<01:48, 1.59it/s]\nCLIP Loss: 772.567\tRange Loss: 0.003\tTV Loss: 1.064\tTotal Loss: 773.634\n\n 31%|###1 | 78/250 [00:47<01:44, 1.64it/s]\nCLIP Loss: 770.997\tRange Loss: 0.003\tTV Loss: 0.650\tTotal Loss: 771.649\n\n 32%|###1 | 79/250 [00:47<01:42, 1.67it/s]\nCLIP Loss: 776.104\tRange Loss: 0.002\tTV Loss: 0.696\tTotal Loss: 776.802\n\n 32%|###2 | 80/250 [00:48<01:39, 1.71it/s]\nCLIP Loss: 780.933\tRange Loss: 0.002\tTV Loss: 0.974\tTotal Loss: 781.910\n\n 32%|###2 | 81/250 [00:49<01:50, 1.53it/s]\nCLIP Loss: 747.837\tRange Loss: 0.002\tTV Loss: 0.971\tTotal Loss: 748.809\n\n 33%|###2 | 82/250 [00:49<01:44, 1.61it/s]\nCLIP Loss: 747.448\tRange Loss: 0.002\tTV Loss: 0.984\tTotal Loss: 748.435\n\n 33%|###3 | 83/250 [00:50<01:40, 1.66it/s]\nCLIP Loss: 736.973\tRange Loss: 0.001\tTV Loss: 0.863\tTotal Loss: 737.837\n\n 34%|###3 | 84/250 [00:50<01:38, 1.69it/s]\nCLIP Loss: 733.153\tRange Loss: 0.001\tTV Loss: 0.798\tTotal Loss: 733.952\n\n 34%|###4 | 85/250 [00:51<01:36, 1.71it/s]\nCLIP Loss: 733.591\tRange Loss: 0.001\tTV Loss: 0.811\tTotal Loss: 734.403\n\n 34%|###4 | 86/250 [00:52<01:48, 1.51it/s]\nCLIP Loss: 726.000\tRange Loss: 0.001\tTV Loss: 0.895\tTotal Loss: 726.896\n\n 35%|###4 | 87/250 [00:52<01:42, 1.59it/s]\nCLIP Loss: 722.944\tRange Loss: 0.001\tTV Loss: 1.124\tTotal Loss: 724.069\n\n 35%|###5 | 88/250 [00:53<01:39, 1.64it/s]\nCLIP Loss: 735.716\tRange Loss: 0.001\tTV Loss: 1.164\tTotal Loss: 736.880\n\n 36%|###5 | 89/250 [00:53<01:35, 1.68it/s]\nCLIP Loss: 716.300\tRange Loss: 0.001\tTV Loss: 1.257\tTotal Loss: 717.558\n\n 36%|###6 | 90/250 [00:54<01:33, 1.71it/s]\nCLIP Loss: 710.947\tRange Loss: 0.001\tTV Loss: 1.394\tTotal Loss: 712.342\n\n 36%|###6 | 91/250 [00:55<01:44, 1.52it/s]\nCLIP Loss: 706.625\tRange Loss: 0.001\tTV Loss: 1.409\tTotal Loss: 708.034\n\n 37%|###6 | 92/250 [00:55<01:39, 1.59it/s]\nCLIP Loss: 700.373\tRange Loss: 0.001\tTV Loss: 1.370\tTotal Loss: 701.744\n\n 37%|###7 | 93/250 [00:56<01:35, 1.64it/s]\nCLIP Loss: 702.831\tRange Loss: 0.001\tTV Loss: 1.398\tTotal Loss: 704.230\n\n 38%|###7 | 94/250 [00:57<01:32, 1.69it/s]\nCLIP Loss: 713.026\tRange Loss: 0.000\tTV Loss: 1.407\tTotal Loss: 714.434\n\n 38%|###8 | 95/250 [00:57<01:29, 1.72it/s]\nCLIP Loss: 711.154\tRange Loss: 0.000\tTV Loss: 1.456\tTotal Loss: 712.611\n\n 38%|###8 | 96/250 [00:58<01:42, 1.50it/s]\nCLIP Loss: 696.779\tRange Loss: 0.000\tTV Loss: 1.605\tTotal Loss: 698.384\n\n 39%|###8 | 97/250 [00:59<01:37, 1.57it/s]\nCLIP Loss: 698.468\tRange Loss: 0.000\tTV Loss: 1.901\tTotal Loss: 700.369\n\n 39%|###9 | 98/250 [00:59<01:32, 1.63it/s]\nCLIP Loss: 701.324\tRange Loss: 0.000\tTV Loss: 1.898\tTotal Loss: 703.223\n\n 40%|###9 | 99/250 [01:00<01:30, 1.68it/s]\nCLIP Loss: 694.655\tRange Loss: 0.000\tTV Loss: 2.000\tTotal Loss: 696.655\n\n 40%|#### | 100/250 [01:00<01:28, 1.70it/s]\nCLIP Loss: 697.457\tRange Loss: 0.000\tTV Loss: 2.158\tTotal Loss: 699.615\n\n 40%|#### | 101/250 [01:01<01:37, 1.53it/s]\nCLIP Loss: 691.479\tRange Loss: 0.000\tTV Loss: 2.163\tTotal Loss: 693.642\n\n 41%|#### | 102/250 [01:02<01:32, 1.61it/s]\nCLIP Loss: 692.555\tRange Loss: 0.000\tTV Loss: 2.219\tTotal Loss: 694.775\n\n 41%|####1 | 103/250 [01:02<01:28, 1.66it/s]\nCLIP Loss: 690.318\tRange Loss: 0.000\tTV Loss: 2.430\tTotal Loss: 692.748\n\n 42%|####1 | 104/250 [01:03<01:25, 1.70it/s]\nCLIP Loss: 681.013\tRange Loss: 0.000\tTV Loss: 2.399\tTotal Loss: 683.412\n\n 42%|####2 | 105/250 [01:03<01:24, 1.73it/s]\nCLIP Loss: 684.610\tRange Loss: 0.000\tTV Loss: 2.654\tTotal Loss: 687.264\n\n 42%|####2 | 106/250 [01:04<01:32, 1.55it/s]\nCLIP Loss: 677.616\tRange Loss: 0.000\tTV Loss: 2.646\tTotal Loss: 680.262\n\n 43%|####2 | 107/250 [01:05<01:27, 1.63it/s]\nCLIP Loss: 686.464\tRange Loss: 0.000\tTV Loss: 2.907\tTotal Loss: 689.371\n\n 43%|####3 | 108/250 [01:05<01:25, 1.67it/s]\nCLIP Loss: 681.112\tRange Loss: 0.000\tTV Loss: 2.879\tTotal Loss: 683.991\n\n 44%|####3 | 109/250 [01:06<01:22, 1.70it/s]\nCLIP Loss: 674.016\tRange Loss: 0.000\tTV Loss: 3.075\tTotal Loss: 677.091\n\n 44%|####4 | 110/250 [01:06<01:20, 1.73it/s]\nCLIP Loss: 677.643\tRange Loss: 0.000\tTV Loss: 3.269\tTotal Loss: 680.912\n\n 44%|####4 | 111/250 [01:07<01:31, 1.52it/s]\nCLIP Loss: 682.732\tRange Loss: 0.000\tTV Loss: 3.508\tTotal Loss: 686.240\n\n 45%|####4 | 112/250 [01:08<01:26, 1.60it/s]\nCLIP Loss: 675.253\tRange Loss: 0.000\tTV Loss: 3.724\tTotal Loss: 678.978\n\n 45%|####5 | 113/250 [01:08<01:23, 1.64it/s]\nCLIP Loss: 675.024\tRange Loss: 0.001\tTV Loss: 3.776\tTotal Loss: 678.800\n\n 46%|####5 | 114/250 [01:09<01:20, 1.69it/s]\nCLIP Loss: 674.155\tRange Loss: 0.000\tTV Loss: 3.825\tTotal Loss: 677.981\n\n 46%|####6 | 115/250 [01:09<01:18, 1.73it/s]\nCLIP Loss: 669.137\tRange Loss: 0.001\tTV Loss: 3.976\tTotal Loss: 673.114\n\n 46%|####6 | 116/250 [01:10<01:26, 1.56it/s]\nCLIP Loss: 669.807\tRange Loss: 0.001\tTV Loss: 4.206\tTotal Loss: 674.013\n\n 47%|####6 | 117/250 [01:11<01:21, 1.63it/s]\nCLIP Loss: 670.644\tRange Loss: 0.001\tTV Loss: 4.395\tTotal Loss: 675.040\n\n 47%|####7 | 118/250 [01:11<01:18, 1.68it/s]\nCLIP Loss: 673.881\tRange Loss: 0.001\tTV Loss: 4.501\tTotal Loss: 678.383\n\n 48%|####7 | 119/250 [01:12<01:16, 1.72it/s]\nCLIP Loss: 669.958\tRange Loss: 0.001\tTV Loss: 4.430\tTotal Loss: 674.388\n\n 48%|####8 | 120/250 [01:12<01:14, 1.74it/s]\nCLIP Loss: 666.232\tRange Loss: 0.001\tTV Loss: 4.510\tTotal Loss: 670.744\n\n 48%|####8 | 121/250 [01:13<01:22, 1.57it/s]\nCLIP Loss: 666.994\tRange Loss: 0.001\tTV Loss: 4.823\tTotal Loss: 671.817\n\n 49%|####8 | 122/250 [01:14<01:18, 1.64it/s]\nCLIP Loss: 670.712\tRange Loss: 0.001\tTV Loss: 4.917\tTotal Loss: 675.629\n\n 49%|####9 | 123/250 [01:14<01:15, 1.68it/s]\nCLIP Loss: 663.278\tRange Loss: 0.001\tTV Loss: 4.866\tTotal Loss: 668.144\n\n 50%|####9 | 124/250 [01:15<01:13, 1.71it/s]\nCLIP Loss: 663.787\tRange Loss: 0.001\tTV Loss: 5.154\tTotal Loss: 668.942\n\n 50%|##### | 125/250 [01:15<01:11, 1.74it/s]\nCLIP Loss: 660.926\tRange Loss: 0.000\tTV Loss: 5.433\tTotal Loss: 666.359\n\n 50%|##### | 126/250 [01:16<01:19, 1.55it/s]\nCLIP Loss: 661.512\tRange Loss: 0.000\tTV Loss: 5.983\tTotal Loss: 667.495\n\n 51%|##### | 127/250 [01:17<01:15, 1.63it/s]\nCLIP Loss: 667.527\tRange Loss: 0.000\tTV Loss: 6.266\tTotal Loss: 673.793\n\n 51%|#####1 | 128/250 [01:17<01:13, 1.67it/s]\nCLIP Loss: 664.424\tRange Loss: 0.000\tTV Loss: 6.598\tTotal Loss: 671.022\n\n 52%|#####1 | 129/250 [01:18<01:10, 1.71it/s]\nCLIP Loss: 666.133\tRange Loss: 0.000\tTV Loss: 6.792\tTotal Loss: 672.924\n\n 52%|#####2 | 130/250 [01:18<01:09, 1.74it/s]\nCLIP Loss: 661.720\tRange Loss: 0.000\tTV Loss: 7.264\tTotal Loss: 668.984\n\n 52%|#####2 | 131/250 [01:19<01:16, 1.56it/s]\nCLIP Loss: 659.890\tRange Loss: 0.000\tTV Loss: 7.505\tTotal Loss: 667.395\n\n 53%|#####2 | 132/250 [01:20<01:12, 1.63it/s]\nCLIP Loss: 660.858\tRange Loss: 0.000\tTV Loss: 7.667\tTotal Loss: 668.524\n\n 53%|#####3 | 133/250 [01:20<01:09, 1.67it/s]\nCLIP Loss: 664.034\tRange Loss: 0.000\tTV Loss: 7.912\tTotal Loss: 671.946\n\n 54%|#####3 | 134/250 [01:21<01:08, 1.70it/s]\nCLIP Loss: 665.587\tRange Loss: 0.000\tTV Loss: 8.450\tTotal Loss: 674.037\n\n 54%|#####4 | 135/250 [01:21<01:06, 1.73it/s]\nCLIP Loss: 669.865\tRange Loss: 0.000\tTV Loss: 8.635\tTotal Loss: 678.500\n\n 54%|#####4 | 136/250 [01:22<01:12, 1.58it/s]\nCLIP Loss: 666.275\tRange Loss: 0.000\tTV Loss: 8.886\tTotal Loss: 675.161\n\n 55%|#####4 | 137/250 [01:23<01:08, 1.64it/s]\nCLIP Loss: 660.257\tRange Loss: 0.000\tTV Loss: 9.216\tTotal Loss: 669.473\n\n 55%|#####5 | 138/250 [01:23<01:06, 1.69it/s]\nCLIP Loss: 658.004\tRange Loss: 0.000\tTV Loss: 9.650\tTotal Loss: 667.654\n\n 56%|#####5 | 139/250 [01:24<01:04, 1.72it/s]\nCLIP Loss: 656.543\tRange Loss: 0.000\tTV Loss: 10.085\tTotal Loss: 666.628\n\n 56%|#####6 | 140/250 [01:24<01:03, 1.73it/s]\nCLIP Loss: 654.974\tRange Loss: 0.000\tTV Loss: 10.375\tTotal Loss: 665.349\n\n 56%|#####6 | 141/250 [01:25<01:10, 1.55it/s]\nCLIP Loss: 659.891\tRange Loss: 0.000\tTV Loss: 10.735\tTotal Loss: 670.626\n\n 57%|#####6 | 142/250 [01:26<01:06, 1.63it/s]\nCLIP Loss: 665.788\tRange Loss: 0.000\tTV Loss: 11.105\tTotal Loss: 676.893\n\n 57%|#####7 | 143/250 [01:26<01:04, 1.67it/s]\nCLIP Loss: 657.444\tRange Loss: 0.000\tTV Loss: 11.094\tTotal Loss: 668.538\n\n 58%|#####7 | 144/250 [01:27<01:02, 1.71it/s]\nCLIP Loss: 659.471\tRange Loss: 0.000\tTV Loss: 11.207\tTotal Loss: 670.678\n\n 58%|#####8 | 145/250 [01:27<01:00, 1.74it/s]\nCLIP Loss: 662.034\tRange Loss: 0.000\tTV Loss: 11.348\tTotal Loss: 673.382\n\n 58%|#####8 | 146/250 [01:28<01:07, 1.54it/s]\nCLIP Loss: 659.294\tRange Loss: 0.000\tTV Loss: 11.881\tTotal Loss: 671.174\n\n 59%|#####8 | 147/250 [01:29<01:03, 1.62it/s]\nCLIP Loss: 666.437\tRange Loss: 0.000\tTV Loss: 12.329\tTotal Loss: 678.767\n\n 59%|#####9 | 148/250 [01:29<01:01, 1.67it/s]\nCLIP Loss: 664.001\tRange Loss: 0.000\tTV Loss: 12.690\tTotal Loss: 676.691\n\n 60%|#####9 | 149/250 [01:30<00:59, 1.70it/s]\nCLIP Loss: 663.152\tRange Loss: 0.000\tTV Loss: 13.196\tTotal Loss: 676.348\n\n 60%|###### | 150/250 [01:30<00:57, 1.73it/s]\nCLIP Loss: 657.722\tRange Loss: 0.000\tTV Loss: 13.691\tTotal Loss: 671.413\n\n 60%|###### | 151/250 [01:31<01:03, 1.55it/s]\nCLIP Loss: 660.498\tRange Loss: 0.000\tTV Loss: 14.213\tTotal Loss: 674.712\n\n 61%|###### | 152/250 [01:32<01:00, 1.61it/s]\nCLIP Loss: 663.083\tRange Loss: 0.000\tTV Loss: 14.674\tTotal Loss: 677.757\n\n 61%|######1 | 153/250 [01:32<00:58, 1.67it/s]\nCLIP Loss: 663.227\tRange Loss: 0.000\tTV Loss: 15.076\tTotal Loss: 678.303\n\n 62%|######1 | 154/250 [01:33<00:56, 1.70it/s]\nCLIP Loss: 662.220\tRange Loss: 0.000\tTV Loss: 15.455\tTotal Loss: 677.675\n\n 62%|######2 | 155/250 [01:33<00:54, 1.73it/s]\nCLIP Loss: 665.321\tRange Loss: 0.000\tTV Loss: 16.033\tTotal Loss: 681.354\n\n 62%|######2 | 156/250 [01:34<01:00, 1.55it/s]\nCLIP Loss: 662.077\tRange Loss: 0.000\tTV Loss: 16.677\tTotal Loss: 678.754\n\n 63%|######2 | 157/250 [01:35<00:57, 1.62it/s]\nCLIP Loss: 660.390\tRange Loss: 0.000\tTV Loss: 17.360\tTotal Loss: 677.750\n\n 63%|######3 | 158/250 [01:35<00:55, 1.66it/s]\nCLIP Loss: 663.010\tRange Loss: 0.000\tTV Loss: 17.828\tTotal Loss: 680.839\n\n 64%|######3 | 159/250 [01:36<00:53, 1.70it/s]\nCLIP Loss: 665.646\tRange Loss: 0.000\tTV Loss: 18.422\tTotal Loss: 684.068\n\n 64%|######4 | 160/250 [01:36<00:52, 1.72it/s]\nCLIP Loss: 662.897\tRange Loss: 0.000\tTV Loss: 19.156\tTotal Loss: 682.053\n\n 64%|######4 | 161/250 [01:37<00:57, 1.55it/s]\nCLIP Loss: 664.047\tRange Loss: 0.000\tTV Loss: 19.792\tTotal Loss: 683.839\n\n 65%|######4 | 162/250 [01:38<00:54, 1.63it/s]\nCLIP Loss: 665.494\tRange Loss: 0.000\tTV Loss: 20.365\tTotal Loss: 685.859\n\n 65%|######5 | 163/250 [01:38<00:51, 1.67it/s]\nCLIP Loss: 665.058\tRange Loss: 0.000\tTV Loss: 21.081\tTotal Loss: 686.139\n\n 66%|######5 | 164/250 [01:39<00:50, 1.71it/s]\nCLIP Loss: 668.391\tRange Loss: 0.000\tTV Loss: 21.867\tTotal Loss: 690.258\n\n 66%|######6 | 165/250 [01:39<00:48, 1.74it/s]\nCLIP Loss: 664.133\tRange Loss: 0.000\tTV Loss: 22.895\tTotal Loss: 687.028\n\n 66%|######6 | 166/250 [01:40<00:53, 1.57it/s]\nCLIP Loss: 666.804\tRange Loss: 0.000\tTV Loss: 23.668\tTotal Loss: 690.472\n\n 67%|######6 | 167/250 [01:41<00:50, 1.64it/s]\nCLIP Loss: 674.300\tRange Loss: 0.000\tTV Loss: 24.419\tTotal Loss: 698.720\n\n 67%|######7 | 168/250 [01:41<00:48, 1.68it/s]\nCLIP Loss: 667.661\tRange Loss: 0.000\tTV Loss: 25.116\tTotal Loss: 692.777\n\n 68%|######7 | 169/250 [01:42<00:47, 1.71it/s]\nCLIP Loss: 664.778\tRange Loss: 0.000\tTV Loss: 25.904\tTotal Loss: 690.682\n\n 68%|######8 | 170/250 [01:42<00:46, 1.73it/s]\nCLIP Loss: 665.467\tRange Loss: 0.000\tTV Loss: 26.864\tTotal Loss: 692.331\n\n 68%|######8 | 171/250 [01:43<00:51, 1.53it/s]\nCLIP Loss: 666.390\tRange Loss: 0.000\tTV Loss: 27.714\tTotal Loss: 694.104\n\n 69%|######8 | 172/250 [01:44<00:48, 1.61it/s]\nCLIP Loss: 666.258\tRange Loss: 0.000\tTV Loss: 28.652\tTotal Loss: 694.909\n\n 69%|######9 | 173/250 [01:44<00:46, 1.66it/s]\nCLIP Loss: 665.890\tRange Loss: 0.000\tTV Loss: 29.429\tTotal Loss: 695.320\n\n 70%|######9 | 174/250 [01:45<00:44, 1.70it/s]\nCLIP Loss: 668.269\tRange Loss: 0.000\tTV Loss: 30.531\tTotal Loss: 698.800\n\n 70%|####### | 175/250 [01:46<00:43, 1.73it/s]\nCLIP Loss: 667.781\tRange Loss: 0.000\tTV Loss: 31.322\tTotal Loss: 699.104\n\n 70%|####### | 176/250 [01:46<00:46, 1.58it/s]\nCLIP Loss: 663.131\tRange Loss: 0.000\tTV Loss: 32.206\tTotal Loss: 695.337\n\n 71%|####### | 177/250 [01:47<00:44, 1.64it/s]\nCLIP Loss: 664.207\tRange Loss: 0.000\tTV Loss: 33.259\tTotal Loss: 697.466\n\n 71%|#######1 | 178/250 [01:47<00:42, 1.68it/s]\nCLIP Loss: 661.475\tRange Loss: 0.000\tTV Loss: 33.993\tTotal Loss: 695.468\n\n 72%|#######1 | 179/250 [01:48<00:41, 1.71it/s]\nCLIP Loss: 663.528\tRange Loss: 0.000\tTV Loss: 34.670\tTotal Loss: 698.198\n\n 72%|#######2 | 180/250 [01:49<00:40, 1.74it/s]\nCLIP Loss: 662.514\tRange Loss: 0.000\tTV Loss: 35.854\tTotal Loss: 698.368\n\n 72%|#######2 | 181/250 [01:49<00:44, 1.54it/s]\nCLIP Loss: 665.905\tRange Loss: 0.000\tTV Loss: 36.803\tTotal Loss: 702.709\n\n 73%|#######2 | 182/250 [01:50<00:42, 1.61it/s]\nCLIP Loss: 671.017\tRange Loss: 0.000\tTV Loss: 37.826\tTotal Loss: 708.842\n\n 73%|#######3 | 183/250 [01:50<00:40, 1.65it/s]\nCLIP Loss: 669.089\tRange Loss: 0.000\tTV Loss: 38.750\tTotal Loss: 707.840\n\n 74%|#######3 | 184/250 [01:51<00:39, 1.69it/s]\nCLIP Loss: 664.704\tRange Loss: 0.000\tTV Loss: 39.647\tTotal Loss: 704.352\n\n 74%|#######4 | 185/250 [01:52<00:37, 1.72it/s]\nCLIP Loss: 667.852\tRange Loss: 0.000\tTV Loss: 40.550\tTotal Loss: 708.402\n\n 74%|#######4 | 186/250 [01:52<00:41, 1.55it/s]\nCLIP Loss: 660.771\tRange Loss: 0.000\tTV Loss: 41.740\tTotal Loss: 702.511\n\n 75%|#######4 | 187/250 [01:53<00:38, 1.63it/s]\nCLIP Loss: 661.088\tRange Loss: 0.000\tTV Loss: 42.608\tTotal Loss: 703.696\n\n 75%|#######5 | 188/250 [01:53<00:37, 1.67it/s]\nCLIP Loss: 656.947\tRange Loss: 0.000\tTV Loss: 43.705\tTotal Loss: 700.651\n\n 76%|#######5 | 189/250 [01:54<00:35, 1.70it/s]\nCLIP Loss: 664.861\tRange Loss: 0.000\tTV Loss: 44.518\tTotal Loss: 709.379\n\n 76%|#######6 | 190/250 [01:55<00:34, 1.72it/s]\nCLIP Loss: 659.880\tRange Loss: 0.000\tTV Loss: 45.426\tTotal Loss: 705.306\n\n 76%|#######6 | 191/250 [01:55<00:38, 1.52it/s]\nCLIP Loss: 661.671\tRange Loss: 0.000\tTV Loss: 46.557\tTotal Loss: 708.229\n\n 77%|#######6 | 192/250 [01:56<00:36, 1.60it/s]\nCLIP Loss: 660.536\tRange Loss: 0.000\tTV Loss: 47.550\tTotal Loss: 708.086\n\n 77%|#######7 | 193/250 [01:57<00:34, 1.65it/s]\nCLIP Loss: 658.581\tRange Loss: 0.000\tTV Loss: 48.570\tTotal Loss: 707.151\n\n 78%|#######7 | 194/250 [01:57<00:33, 1.70it/s]\nCLIP Loss: 661.958\tRange Loss: 0.000\tTV Loss: 49.429\tTotal Loss: 711.386\n\n 78%|#######8 | 195/250 [01:58<00:32, 1.71it/s]\nCLIP Loss: 659.786\tRange Loss: 0.000\tTV Loss: 50.324\tTotal Loss: 710.110\n\n 78%|#######8 | 196/250 [01:58<00:34, 1.57it/s]\nCLIP Loss: 665.166\tRange Loss: 0.000\tTV Loss: 51.092\tTotal Loss: 716.259\n\n 79%|#######8 | 197/250 [01:59<00:32, 1.64it/s]\nCLIP Loss: 667.711\tRange Loss: 0.000\tTV Loss: 51.953\tTotal Loss: 719.664\n\n 79%|#######9 | 198/250 [02:00<00:30, 1.68it/s]\nCLIP Loss: 664.051\tRange Loss: 0.000\tTV Loss: 52.744\tTotal Loss: 716.795\n\n 80%|#######9 | 199/250 [02:00<00:30, 1.69it/s]\nCLIP Loss: 664.638\tRange Loss: 0.000\tTV Loss: 53.303\tTotal Loss: 717.942\n\n 80%|######## | 200/250 [02:01<00:29, 1.72it/s]\nCLIP Loss: 667.054\tRange Loss: 0.000\tTV Loss: 53.808\tTotal Loss: 720.862\n\n 80%|######## | 201/250 [02:01<00:31, 1.57it/s]\nCLIP Loss: 665.869\tRange Loss: 0.000\tTV Loss: 54.472\tTotal Loss: 720.341\n\n 81%|######## | 202/250 [02:02<00:29, 1.64it/s]\nCLIP Loss: 669.025\tRange Loss: 0.000\tTV Loss: 55.067\tTotal Loss: 724.092\n\n 81%|########1 | 203/250 [02:03<00:27, 1.68it/s]\nCLIP Loss: 666.744\tRange Loss: 0.000\tTV Loss: 55.573\tTotal Loss: 722.317\n\n 82%|########1 | 204/250 [02:03<00:26, 1.73it/s]\nCLIP Loss: 662.988\tRange Loss: 0.000\tTV Loss: 55.953\tTotal Loss: 718.941\n\n 82%|########2 | 205/250 [02:04<00:25, 1.75it/s]\nCLIP Loss: 664.833\tRange Loss: 0.000\tTV Loss: 56.344\tTotal Loss: 721.177\n\n 82%|########2 | 206/250 [02:04<00:27, 1.58it/s]\nCLIP Loss: 662.767\tRange Loss: 0.000\tTV Loss: 56.627\tTotal Loss: 719.394\n\n 83%|########2 | 207/250 [02:05<00:26, 1.65it/s]\nCLIP Loss: 663.352\tRange Loss: 0.000\tTV Loss: 56.783\tTotal Loss: 720.135\n\n 83%|########3 | 208/250 [02:06<00:25, 1.67it/s]\nCLIP Loss: 666.663\tRange Loss: 0.000\tTV Loss: 57.150\tTotal Loss: 723.812\n\n 84%|########3 | 209/250 [02:06<00:24, 1.70it/s]\nCLIP Loss: 670.515\tRange Loss: 0.000\tTV Loss: 57.154\tTotal Loss: 727.669\n\n 84%|########4 | 210/250 [02:07<00:23, 1.72it/s]\nCLIP Loss: 670.893\tRange Loss: 0.000\tTV Loss: 57.394\tTotal Loss: 728.287\n\n 84%|########4 | 211/250 [02:07<00:25, 1.56it/s]\nCLIP Loss: 667.426\tRange Loss: 0.000\tTV Loss: 57.422\tTotal Loss: 724.847\n\n 85%|########4 | 212/250 [02:08<00:23, 1.63it/s]\nCLIP Loss: 666.052\tRange Loss: 0.000\tTV Loss: 57.398\tTotal Loss: 723.450\n\n 85%|########5 | 213/250 [02:09<00:22, 1.66it/s]\nCLIP Loss: 671.121\tRange Loss: 0.000\tTV Loss: 57.288\tTotal Loss: 728.409\n\n 86%|########5 | 214/250 [02:09<00:21, 1.70it/s]\nCLIP Loss: 669.836\tRange Loss: 0.000\tTV Loss: 57.266\tTotal Loss: 727.102\n\n 86%|########6 | 215/250 [02:10<00:20, 1.72it/s]\nCLIP Loss: 669.418\tRange Loss: 0.000\tTV Loss: 56.918\tTotal Loss: 726.336\n\n 86%|########6 | 216/250 [02:10<00:21, 1.57it/s]\nCLIP Loss: 663.950\tRange Loss: 0.000\tTV Loss: 56.649\tTotal Loss: 720.598\n\n 87%|########6 | 217/250 [02:11<00:20, 1.64it/s]\nCLIP Loss: 662.632\tRange Loss: 0.000\tTV Loss: 56.241\tTotal Loss: 718.873\n\n 87%|########7 | 218/250 [02:12<00:19, 1.67it/s]\nCLIP Loss: 661.367\tRange Loss: 0.000\tTV Loss: 55.746\tTotal Loss: 717.113\n\n 88%|########7 | 219/250 [02:12<00:18, 1.70it/s]\nCLIP Loss: 664.077\tRange Loss: 0.000\tTV Loss: 55.273\tTotal Loss: 719.351\n\n 88%|########8 | 220/250 [02:13<00:17, 1.72it/s]\nCLIP Loss: 667.386\tRange Loss: 0.000\tTV Loss: 54.791\tTotal Loss: 722.177\n\n 88%|########8 | 221/250 [02:13<00:18, 1.57it/s]\nCLIP Loss: 660.876\tRange Loss: 0.000\tTV Loss: 54.073\tTotal Loss: 714.949\n\n 89%|########8 | 222/250 [02:14<00:17, 1.63it/s]\nCLIP Loss: 670.291\tRange Loss: 0.000\tTV Loss: 53.391\tTotal Loss: 723.681\n\n 89%|########9 | 223/250 [02:15<00:16, 1.67it/s]\nCLIP Loss: 664.551\tRange Loss: 0.000\tTV Loss: 52.619\tTotal Loss: 717.171\n\n 90%|########9 | 224/250 [02:15<00:15, 1.71it/s]\nCLIP Loss: 664.276\tRange Loss: 0.000\tTV Loss: 51.754\tTotal Loss: 716.030\n\n 90%|######### | 225/250 [02:16<00:14, 1.73it/s]\nCLIP Loss: 666.734\tRange Loss: 0.000\tTV Loss: 50.808\tTotal Loss: 717.542\n\n 90%|######### | 226/250 [02:16<00:15, 1.58it/s]\nCLIP Loss: 667.327\tRange Loss: 0.000\tTV Loss: 49.793\tTotal Loss: 717.120\n\n 91%|######### | 227/250 [02:17<00:13, 1.65it/s]\nCLIP Loss: 659.421\tRange Loss: 0.000\tTV Loss: 48.768\tTotal Loss: 708.189\n\n 91%|#########1| 228/250 [02:18<00:13, 1.69it/s]\nCLIP Loss: 658.213\tRange Loss: 0.000\tTV Loss: 47.661\tTotal Loss: 705.874\n\n 92%|#########1| 229/250 [02:18<00:12, 1.72it/s]\nCLIP Loss: 661.855\tRange Loss: 0.000\tTV Loss: 46.368\tTotal Loss: 708.223\n\n 92%|#########2| 230/250 [02:19<00:11, 1.75it/s]\nCLIP Loss: 660.308\tRange Loss: 0.000\tTV Loss: 45.190\tTotal Loss: 705.498\n\n 92%|#########2| 231/250 [02:20<00:12, 1.51it/s]\nCLIP Loss: 658.710\tRange Loss: 0.000\tTV Loss: 43.979\tTotal Loss: 702.689\n\n 93%|#########2| 232/250 [02:20<00:11, 1.59it/s]\nCLIP Loss: 657.320\tRange Loss: 0.000\tTV Loss: 42.722\tTotal Loss: 700.043\n\n 93%|#########3| 233/250 [02:21<00:10, 1.64it/s]\nCLIP Loss: 655.828\tRange Loss: 0.000\tTV Loss: 41.462\tTotal Loss: 697.289\n\n 94%|#########3| 234/250 [02:21<00:09, 1.68it/s]\nCLIP Loss: 654.751\tRange Loss: 0.000\tTV Loss: 40.116\tTotal Loss: 694.867\n\n 94%|#########3| 235/250 [02:22<00:08, 1.72it/s]\nCLIP Loss: 657.005\tRange Loss: 0.000\tTV Loss: 38.806\tTotal Loss: 695.810\n\n 94%|#########4| 236/250 [02:23<00:08, 1.57it/s]\nCLIP Loss: 662.323\tRange Loss: 0.000\tTV Loss: 37.443\tTotal Loss: 699.766\n\n 95%|#########4| 237/250 [02:23<00:07, 1.64it/s]\nCLIP Loss: 661.997\tRange Loss: 0.000\tTV Loss: 36.154\tTotal Loss: 698.151\n\n 95%|#########5| 238/250 [02:24<00:07, 1.68it/s]\nCLIP Loss: 660.450\tRange Loss: 0.000\tTV Loss: 34.845\tTotal Loss: 695.295\n\n 96%|#########5| 239/250 [02:24<00:06, 1.72it/s]\nCLIP Loss: 663.205\tRange Loss: 0.000\tTV Loss: 33.566\tTotal Loss: 696.771\n\n 96%|#########6| 240/250 [02:25<00:05, 1.75it/s]\nCLIP Loss: 659.458\tRange Loss: 0.000\tTV Loss: 32.327\tTotal Loss: 691.785\n\n 96%|#########6| 241/250 [02:26<00:05, 1.59it/s]\nCLIP Loss: 663.559\tRange Loss: 0.000\tTV Loss: 31.207\tTotal Loss: 694.766\n\n 97%|#########6| 242/250 [02:26<00:04, 1.63it/s]\nCLIP Loss: 663.825\tRange Loss: 0.000\tTV Loss: 30.122\tTotal Loss: 693.947\n\n 97%|#########7| 243/250 [02:27<00:04, 1.69it/s]\nCLIP Loss: 662.537\tRange Loss: 0.000\tTV Loss: 29.075\tTotal Loss: 691.612\n\n 98%|#########7| 244/250 [02:27<00:03, 1.71it/s]\nCLIP Loss: 665.351\tRange Loss: 0.000\tTV Loss: 28.153\tTotal Loss: 693.504\n\n 98%|#########8| 245/250 [02:28<00:02, 1.73it/s]\nCLIP Loss: 670.188\tRange Loss: 0.000\tTV Loss: 27.288\tTotal Loss: 697.477\n\n 98%|#########8| 246/250 [02:29<00:02, 1.59it/s]\nCLIP Loss: 667.683\tRange Loss: 0.000\tTV Loss: 26.534\tTotal Loss: 694.217\n\n 99%|#########8| 247/250 [02:29<00:01, 1.65it/s]\nCLIP Loss: 673.170\tRange Loss: 0.000\tTV Loss: 25.925\tTotal Loss: 699.095\n\n 99%|#########9| 248/250 [02:30<00:01, 1.70it/s]\nCLIP Loss: 676.413\tRange Loss: 0.000\tTV Loss: 25.430\tTotal Loss: 701.844\n\n100%|#########9| 249/250 [02:30<00:00, 1.73it/s]\nCLIP Loss: 684.471\tRange Loss: 0.000\tTV Loss: 25.062\tTotal Loss: 709.534\n\n100%|##########| 250/250 [02:31<00:00, 1.59it/s]\n\n100%|##########| 250/250 [02:31<00:00, 1.65it/s]", "metrics": { "total_time": 152.599405 }, "output": [ { "file": "https://replicate.delivery/mgxm/8ba531a1-5d72-454b-a26b-15050839eb69/0000.png" }, { "file": "https://replicate.delivery/mgxm/bc8b84a3-209e-4eed-a063-79605b1b219c/0005.png" }, { "file": "https://replicate.delivery/mgxm/3201fd68-78d8-4e8b-ac0e-bd211133c5ca/0010.png" }, { "file": "https://replicate.delivery/mgxm/b2d86ec1-c271-4569-8449-b0f81d937fba/0015.png" }, { "file": "https://replicate.delivery/mgxm/79077226-0128-48b0-8667-be0a8d7f9d0d/0020.png" }, { "file": "https://replicate.delivery/mgxm/e9bc5574-aeb7-4a09-bd4d-a793402d02a2/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 996.857 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 1004.937 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:43, 1.53it/s] CLIP Loss: 970.103 Range Loss: 0.000 TV Loss: 4.444 Total Loss: 974.547 1%| | 2/250 [00:01<02:27, 1.68it/s] CLIP Loss: 951.765 Range Loss: 0.000 TV Loss: 4.488 Total Loss: 956.253 1%|1 | 3/250 [00:01<02:21, 1.74it/s] CLIP Loss: 943.764 Range Loss: 0.001 TV Loss: 4.956 Total Loss: 948.721 2%|1 | 4/250 [00:02<02:20, 1.76it/s] CLIP Loss: 938.755 Range Loss: 0.001 TV Loss: 3.103 Total Loss: 941.859 2%|2 | 5/250 [00:02<02:17, 1.78it/s] CLIP Loss: 899.909 Range Loss: 0.000 TV Loss: 2.988 Total Loss: 902.898 2%|2 | 6/250 [00:03<02:31, 1.61it/s] CLIP Loss: 886.449 Range Loss: 0.000 TV Loss: 3.372 Total Loss: 889.822 3%|2 | 7/250 [00:04<02:24, 1.68it/s] CLIP Loss: 881.178 Range Loss: 0.001 TV Loss: 3.478 Total Loss: 884.657 3%|3 | 8/250 [00:04<02:23, 1.69it/s] CLIP Loss: 913.676 Range Loss: 0.000 TV Loss: 6.360 Total Loss: 920.036 4%|3 | 9/250 [00:05<02:20, 1.72it/s] CLIP Loss: 862.522 Range Loss: 0.000 TV Loss: 4.101 Total Loss: 866.623 4%|4 | 10/250 [00:05<02:17, 1.75it/s] CLIP Loss: 841.494 Range Loss: 0.000 TV Loss: 2.753 Total Loss: 844.247 4%|4 | 11/250 [00:06<02:28, 1.60it/s] CLIP Loss: 945.047 Range Loss: 0.060 TV Loss: 4.532 Total Loss: 949.639 5%|4 | 12/250 [00:07<02:23, 1.66it/s] CLIP Loss: 894.737 Range Loss: 0.000 TV Loss: 4.287 Total Loss: 899.024 5%|5 | 13/250 [00:07<02:20, 1.69it/s] CLIP Loss: 856.971 Range Loss: 0.000 TV Loss: 3.705 Total Loss: 860.676 6%|5 | 14/250 [00:08<02:16, 1.72it/s] CLIP Loss: 846.829 Range Loss: 0.000 TV Loss: 4.262 Total Loss: 851.092 6%|6 | 15/250 [00:08<02:15, 1.74it/s] CLIP Loss: 856.734 Range Loss: 0.008 TV Loss: 3.765 Total Loss: 860.507 6%|6 | 16/250 [00:09<02:27, 1.58it/s] CLIP Loss: 833.352 Range Loss: 0.004 TV Loss: 3.446 Total Loss: 836.801 7%|6 | 17/250 [00:10<02:21, 1.65it/s] CLIP Loss: 807.950 Range Loss: 0.006 TV Loss: 2.770 Total Loss: 810.725 7%|7 | 18/250 [00:10<02:17, 1.69it/s] CLIP Loss: 800.049 Range Loss: 0.001 TV Loss: 2.848 Total Loss: 802.899 8%|7 | 19/250 [00:11<02:15, 1.70it/s] CLIP Loss: 797.850 Range Loss: 0.000 TV Loss: 1.969 Total Loss: 799.819 8%|8 | 20/250 [00:11<02:12, 1.74it/s] CLIP Loss: 788.724 Range Loss: 0.000 TV Loss: 2.226 Total Loss: 790.950 8%|8 | 21/250 [00:12<02:23, 1.60it/s] CLIP Loss: 803.525 Range Loss: 0.000 TV Loss: 2.231 Total Loss: 805.756 9%|8 | 22/250 [00:13<02:17, 1.66it/s] CLIP Loss: 798.962 Range Loss: 0.000 TV Loss: 1.909 Total Loss: 800.871 9%|9 | 23/250 [00:13<02:13, 1.70it/s] CLIP Loss: 803.576 Range Loss: 0.000 TV Loss: 1.919 Total Loss: 805.495 10%|9 | 24/250 [00:14<02:11, 1.72it/s] CLIP Loss: 829.971 Range Loss: 0.000 TV Loss: 1.036 Total Loss: 831.007 10%|# | 25/250 [00:14<02:09, 1.74it/s] CLIP Loss: 814.679 Range Loss: 0.000 TV Loss: 1.194 Total Loss: 815.873 10%|# | 26/250 [00:15<02:19, 1.61it/s] CLIP Loss: 809.115 Range Loss: 0.000 TV Loss: 1.811 Total Loss: 810.927 11%|# | 27/250 [00:16<02:13, 1.67it/s] CLIP Loss: 788.803 Range Loss: 0.000 TV Loss: 1.364 Total Loss: 790.167 11%|#1 | 28/250 [00:16<02:10, 1.70it/s] CLIP Loss: 782.973 Range Loss: 0.000 TV Loss: 1.236 Total Loss: 784.208 12%|#1 | 29/250 [00:17<02:08, 1.72it/s] CLIP Loss: 807.028 Range Loss: 0.000 TV Loss: 1.155 Total Loss: 808.184 12%|#2 | 30/250 [00:17<02:06, 1.73it/s] CLIP Loss: 821.096 Range Loss: 0.000 TV Loss: 0.950 Total Loss: 822.046 12%|#2 | 31/250 [00:18<02:18, 1.58it/s] CLIP Loss: 814.217 Range Loss: 0.000 TV Loss: 1.154 Total Loss: 815.371 13%|#2 | 32/250 [00:19<02:13, 1.63it/s] CLIP Loss: 818.712 Range Loss: 0.000 TV Loss: 0.988 Total Loss: 819.700 13%|#3 | 33/250 [00:19<02:09, 1.67it/s] CLIP Loss: 788.892 Range Loss: 0.000 TV Loss: 1.046 Total Loss: 789.938 14%|#3 | 34/250 [00:20<02:07, 1.70it/s] CLIP Loss: 767.658 Range Loss: 0.000 TV Loss: 0.770 Total Loss: 768.428 14%|#4 | 35/250 [00:20<02:06, 1.70it/s] CLIP Loss: 785.336 Range Loss: 0.000 TV Loss: 0.888 Total Loss: 786.225 14%|#4 | 36/250 [00:21<02:18, 1.54it/s] CLIP Loss: 801.569 Range Loss: 0.000 TV Loss: 0.513 Total Loss: 802.082 15%|#4 | 37/250 [00:22<02:12, 1.61it/s] CLIP Loss: 791.484 Range Loss: 0.000 TV Loss: 0.905 Total Loss: 792.389 15%|#5 | 38/250 [00:22<02:09, 1.64it/s] CLIP Loss: 786.061 Range Loss: 0.000 TV Loss: 0.725 Total Loss: 786.786 16%|#5 | 39/250 [00:23<02:06, 1.67it/s] CLIP Loss: 774.866 Range Loss: 0.000 TV Loss: 0.853 Total Loss: 775.719 16%|#6 | 40/250 [00:23<02:02, 1.71it/s] CLIP Loss: 775.065 Range Loss: 0.000 TV Loss: 0.598 Total Loss: 775.664 16%|#6 | 41/250 [00:24<02:13, 1.56it/s] CLIP Loss: 785.250 Range Loss: 0.000 TV Loss: 0.688 Total Loss: 785.938 17%|#6 | 42/250 [00:25<02:07, 1.63it/s] CLIP Loss: 795.942 Range Loss: 0.000 TV Loss: 0.664 Total Loss: 796.606 17%|#7 | 43/250 [00:25<02:04, 1.66it/s] CLIP Loss: 771.628 Range Loss: 0.000 TV Loss: 0.635 Total Loss: 772.263 18%|#7 | 44/250 [00:26<02:02, 1.69it/s] CLIP Loss: 771.627 Range Loss: 0.000 TV Loss: 0.517 Total Loss: 772.144 18%|#8 | 45/250 [00:26<02:01, 1.69it/s] CLIP Loss: 765.957 Range Loss: 0.000 TV Loss: 0.611 Total Loss: 766.568 18%|#8 | 46/250 [00:27<02:10, 1.56it/s] CLIP Loss: 763.211 Range Loss: 0.000 TV Loss: 0.680 Total Loss: 763.891 19%|#8 | 47/250 [00:28<02:05, 1.61it/s] CLIP Loss: 765.577 Range Loss: 0.000 TV Loss: 0.587 Total Loss: 766.164 19%|#9 | 48/250 [00:28<02:01, 1.66it/s] CLIP Loss: 779.654 Range Loss: 0.000 TV Loss: 0.572 Total Loss: 780.226 20%|#9 | 49/250 [00:29<01:59, 1.69it/s] CLIP Loss: 789.331 Range Loss: 0.000 TV Loss: 0.456 Total Loss: 789.787 20%|## | 50/250 [00:29<01:57, 1.70it/s] CLIP Loss: 760.404 Range Loss: 0.000 TV Loss: 0.528 Total Loss: 760.932 20%|## | 51/250 [00:30<02:08, 1.55it/s] CLIP Loss: 771.915 Range Loss: 0.000 TV Loss: 0.395 Total Loss: 772.310 21%|## | 52/250 [00:31<02:03, 1.61it/s] CLIP Loss: 782.167 Range Loss: 0.000 TV Loss: 0.356 Total Loss: 782.523 21%|##1 | 53/250 [00:31<01:59, 1.65it/s] CLIP Loss: 792.662 Range Loss: 0.003 TV Loss: 0.575 Total Loss: 793.240 22%|##1 | 54/250 [00:32<01:56, 1.69it/s] CLIP Loss: 761.472 Range Loss: 0.000 TV Loss: 0.478 Total Loss: 761.949 22%|##2 | 55/250 [00:32<01:54, 1.71it/s] CLIP Loss: 762.029 Range Loss: 0.000 TV Loss: 0.532 Total Loss: 762.561 22%|##2 | 56/250 [00:33<02:04, 1.55it/s] CLIP Loss: 757.656 Range Loss: 0.000 TV Loss: 0.457 Total Loss: 758.114 23%|##2 | 57/250 [00:34<01:59, 1.61it/s] CLIP Loss: 756.997 Range Loss: 0.000 TV Loss: 0.443 Total Loss: 757.441 23%|##3 | 58/250 [00:34<01:56, 1.65it/s] CLIP Loss: 772.405 Range Loss: 0.000 TV Loss: 0.397 Total Loss: 772.802 24%|##3 | 59/250 [00:35<01:53, 1.69it/s] CLIP Loss: 762.785 Range Loss: 0.001 TV Loss: 0.465 Total Loss: 763.251 24%|##4 | 60/250 [00:36<01:52, 1.69it/s] CLIP Loss: 758.358 Range Loss: 0.000 TV Loss: 0.407 Total Loss: 758.765 24%|##4 | 61/250 [00:36<02:03, 1.53it/s] CLIP Loss: 754.743 Range Loss: 0.000 TV Loss: 0.343 Total Loss: 755.086 25%|##4 | 62/250 [00:37<01:57, 1.60it/s] CLIP Loss: 765.652 Range Loss: 0.000 TV Loss: 0.258 Total Loss: 765.910 25%|##5 | 63/250 [00:37<01:53, 1.65it/s] CLIP Loss: 778.188 Range Loss: 0.000 TV Loss: 0.335 Total Loss: 778.523 26%|##5 | 64/250 [00:38<01:51, 1.66it/s] CLIP Loss: 752.513 Range Loss: 0.000 TV Loss: 0.363 Total Loss: 752.876 26%|##6 | 65/250 [00:39<01:49, 1.69it/s] CLIP Loss: 761.771 Range Loss: 0.000 TV Loss: 0.326 Total Loss: 762.097 26%|##6 | 66/250 [00:39<02:00, 1.53it/s] CLIP Loss: 732.921 Range Loss: 0.000 TV Loss: 0.254 Total Loss: 733.174 27%|##6 | 67/250 [00:40<01:54, 1.60it/s] CLIP Loss: 776.648 Range Loss: 0.000 TV Loss: 0.299 Total Loss: 776.947 27%|##7 | 68/250 [00:41<01:50, 1.65it/s] CLIP Loss: 832.764 Range Loss: 0.000 TV Loss: 0.278 Total Loss: 833.041 28%|##7 | 69/250 [00:41<01:47, 1.68it/s] CLIP Loss: 768.034 Range Loss: 0.000 TV Loss: 0.370 Total Loss: 768.404 28%|##8 | 70/250 [00:42<01:45, 1.71it/s] CLIP Loss: 755.186 Range Loss: 0.004 TV Loss: 0.383 Total Loss: 755.573 28%|##8 | 71/250 [00:43<02:00, 1.49it/s] CLIP Loss: 754.913 Range Loss: 0.002 TV Loss: 0.380 Total Loss: 755.296 29%|##8 | 72/250 [00:43<01:53, 1.57it/s] CLIP Loss: 807.515 Range Loss: 0.007 TV Loss: 0.606 Total Loss: 808.128 29%|##9 | 73/250 [00:44<01:48, 1.63it/s] CLIP Loss: 777.840 Range Loss: 0.001 TV Loss: 0.544 Total Loss: 778.385 30%|##9 | 74/250 [00:44<01:44, 1.68it/s] CLIP Loss: 758.415 Range Loss: 0.001 TV Loss: 0.462 Total Loss: 758.878 30%|### | 75/250 [00:45<01:42, 1.70it/s] CLIP Loss: 772.196 Range Loss: 0.002 TV Loss: 0.437 Total Loss: 772.634 30%|### | 76/250 [00:46<01:55, 1.51it/s] CLIP Loss: 787.619 Range Loss: 0.002 TV Loss: 0.879 Total Loss: 788.500 31%|### | 77/250 [00:46<01:48, 1.59it/s] CLIP Loss: 772.567 Range Loss: 0.003 TV Loss: 1.064 Total Loss: 773.634 31%|###1 | 78/250 [00:47<01:44, 1.64it/s] CLIP Loss: 770.997 Range Loss: 0.003 TV Loss: 0.650 Total Loss: 771.649 32%|###1 | 79/250 [00:47<01:42, 1.67it/s] CLIP Loss: 776.104 Range Loss: 0.002 TV Loss: 0.696 Total Loss: 776.802 32%|###2 | 80/250 [00:48<01:39, 1.71it/s] CLIP Loss: 780.933 Range Loss: 0.002 TV Loss: 0.974 Total Loss: 781.910 32%|###2 | 81/250 [00:49<01:50, 1.53it/s] CLIP Loss: 747.837 Range Loss: 0.002 TV Loss: 0.971 Total Loss: 748.809 33%|###2 | 82/250 [00:49<01:44, 1.61it/s] CLIP Loss: 747.448 Range Loss: 0.002 TV Loss: 0.984 Total Loss: 748.435 33%|###3 | 83/250 [00:50<01:40, 1.66it/s] CLIP Loss: 736.973 Range Loss: 0.001 TV Loss: 0.863 Total Loss: 737.837 34%|###3 | 84/250 [00:50<01:38, 1.69it/s] CLIP Loss: 733.153 Range Loss: 0.001 TV Loss: 0.798 Total Loss: 733.952 34%|###4 | 85/250 [00:51<01:36, 1.71it/s] CLIP Loss: 733.591 Range Loss: 0.001 TV Loss: 0.811 Total Loss: 734.403 34%|###4 | 86/250 [00:52<01:48, 1.51it/s] CLIP Loss: 726.000 Range Loss: 0.001 TV Loss: 0.895 Total Loss: 726.896 35%|###4 | 87/250 [00:52<01:42, 1.59it/s] CLIP Loss: 722.944 Range Loss: 0.001 TV Loss: 1.124 Total Loss: 724.069 35%|###5 | 88/250 [00:53<01:39, 1.64it/s] CLIP Loss: 735.716 Range Loss: 0.001 TV Loss: 1.164 Total Loss: 736.880 36%|###5 | 89/250 [00:53<01:35, 1.68it/s] CLIP Loss: 716.300 Range Loss: 0.001 TV Loss: 1.257 Total Loss: 717.558 36%|###6 | 90/250 [00:54<01:33, 1.71it/s] CLIP Loss: 710.947 Range Loss: 0.001 TV Loss: 1.394 Total Loss: 712.342 36%|###6 | 91/250 [00:55<01:44, 1.52it/s] CLIP Loss: 706.625 Range Loss: 0.001 TV Loss: 1.409 Total Loss: 708.034 37%|###6 | 92/250 [00:55<01:39, 1.59it/s] CLIP Loss: 700.373 Range Loss: 0.001 TV Loss: 1.370 Total Loss: 701.744 37%|###7 | 93/250 [00:56<01:35, 1.64it/s] CLIP Loss: 702.831 Range Loss: 0.001 TV Loss: 1.398 Total Loss: 704.230 38%|###7 | 94/250 [00:57<01:32, 1.69it/s] CLIP Loss: 713.026 Range Loss: 0.000 TV Loss: 1.407 Total Loss: 714.434 38%|###8 | 95/250 [00:57<01:29, 1.72it/s] CLIP Loss: 711.154 Range Loss: 0.000 TV Loss: 1.456 Total Loss: 712.611 38%|###8 | 96/250 [00:58<01:42, 1.50it/s] CLIP Loss: 696.779 Range Loss: 0.000 TV Loss: 1.605 Total Loss: 698.384 39%|###8 | 97/250 [00:59<01:37, 1.57it/s] CLIP Loss: 698.468 Range Loss: 0.000 TV Loss: 1.901 Total Loss: 700.369 39%|###9 | 98/250 [00:59<01:32, 1.63it/s] CLIP Loss: 701.324 Range Loss: 0.000 TV Loss: 1.898 Total Loss: 703.223 40%|###9 | 99/250 [01:00<01:30, 1.68it/s] CLIP Loss: 694.655 Range Loss: 0.000 TV Loss: 2.000 Total Loss: 696.655 40%|#### | 100/250 [01:00<01:28, 1.70it/s] CLIP Loss: 697.457 Range Loss: 0.000 TV Loss: 2.158 Total Loss: 699.615 40%|#### | 101/250 [01:01<01:37, 1.53it/s] CLIP Loss: 691.479 Range Loss: 0.000 TV Loss: 2.163 Total Loss: 693.642 41%|#### | 102/250 [01:02<01:32, 1.61it/s] CLIP Loss: 692.555 Range Loss: 0.000 TV Loss: 2.219 Total Loss: 694.775 41%|####1 | 103/250 [01:02<01:28, 1.66it/s] CLIP Loss: 690.318 Range Loss: 0.000 TV Loss: 2.430 Total Loss: 692.748 42%|####1 | 104/250 [01:03<01:25, 1.70it/s] CLIP Loss: 681.013 Range Loss: 0.000 TV Loss: 2.399 Total Loss: 683.412 42%|####2 | 105/250 [01:03<01:24, 1.73it/s] CLIP Loss: 684.610 Range Loss: 0.000 TV Loss: 2.654 Total Loss: 687.264 42%|####2 | 106/250 [01:04<01:32, 1.55it/s] CLIP Loss: 677.616 Range Loss: 0.000 TV Loss: 2.646 Total Loss: 680.262 43%|####2 | 107/250 [01:05<01:27, 1.63it/s] CLIP Loss: 686.464 Range Loss: 0.000 TV Loss: 2.907 Total Loss: 689.371 43%|####3 | 108/250 [01:05<01:25, 1.67it/s] CLIP Loss: 681.112 Range Loss: 0.000 TV Loss: 2.879 Total Loss: 683.991 44%|####3 | 109/250 [01:06<01:22, 1.70it/s] CLIP Loss: 674.016 Range Loss: 0.000 TV Loss: 3.075 Total Loss: 677.091 44%|####4 | 110/250 [01:06<01:20, 1.73it/s] CLIP Loss: 677.643 Range Loss: 0.000 TV Loss: 3.269 Total Loss: 680.912 44%|####4 | 111/250 [01:07<01:31, 1.52it/s] CLIP Loss: 682.732 Range Loss: 0.000 TV Loss: 3.508 Total Loss: 686.240 45%|####4 | 112/250 [01:08<01:26, 1.60it/s] CLIP Loss: 675.253 Range Loss: 0.000 TV Loss: 3.724 Total Loss: 678.978 45%|####5 | 113/250 [01:08<01:23, 1.64it/s] CLIP Loss: 675.024 Range Loss: 0.001 TV Loss: 3.776 Total Loss: 678.800 46%|####5 | 114/250 [01:09<01:20, 1.69it/s] CLIP Loss: 674.155 Range Loss: 0.000 TV Loss: 3.825 Total Loss: 677.981 46%|####6 | 115/250 [01:09<01:18, 1.73it/s] CLIP Loss: 669.137 Range Loss: 0.001 TV Loss: 3.976 Total Loss: 673.114 46%|####6 | 116/250 [01:10<01:26, 1.56it/s] CLIP Loss: 669.807 Range Loss: 0.001 TV Loss: 4.206 Total Loss: 674.013 47%|####6 | 117/250 [01:11<01:21, 1.63it/s] CLIP Loss: 670.644 Range Loss: 0.001 TV Loss: 4.395 Total Loss: 675.040 47%|####7 | 118/250 [01:11<01:18, 1.68it/s] CLIP Loss: 673.881 Range Loss: 0.001 TV Loss: 4.501 Total Loss: 678.383 48%|####7 | 119/250 [01:12<01:16, 1.72it/s] CLIP Loss: 669.958 Range Loss: 0.001 TV Loss: 4.430 Total Loss: 674.388 48%|####8 | 120/250 [01:12<01:14, 1.74it/s] CLIP Loss: 666.232 Range Loss: 0.001 TV Loss: 4.510 Total Loss: 670.744 48%|####8 | 121/250 [01:13<01:22, 1.57it/s] CLIP Loss: 666.994 Range Loss: 0.001 TV Loss: 4.823 Total Loss: 671.817 49%|####8 | 122/250 [01:14<01:18, 1.64it/s] CLIP Loss: 670.712 Range Loss: 0.001 TV Loss: 4.917 Total Loss: 675.629 49%|####9 | 123/250 [01:14<01:15, 1.68it/s] CLIP Loss: 663.278 Range Loss: 0.001 TV Loss: 4.866 Total Loss: 668.144 50%|####9 | 124/250 [01:15<01:13, 1.71it/s] CLIP Loss: 663.787 Range Loss: 0.001 TV Loss: 5.154 Total Loss: 668.942 50%|##### | 125/250 [01:15<01:11, 1.74it/s] CLIP Loss: 660.926 Range Loss: 0.000 TV Loss: 5.433 Total Loss: 666.359 50%|##### | 126/250 [01:16<01:19, 1.55it/s] CLIP Loss: 661.512 Range Loss: 0.000 TV Loss: 5.983 Total Loss: 667.495 51%|##### | 127/250 [01:17<01:15, 1.63it/s] CLIP Loss: 667.527 Range Loss: 0.000 TV Loss: 6.266 Total Loss: 673.793 51%|#####1 | 128/250 [01:17<01:13, 1.67it/s] CLIP Loss: 664.424 Range Loss: 0.000 TV Loss: 6.598 Total Loss: 671.022 52%|#####1 | 129/250 [01:18<01:10, 1.71it/s] CLIP Loss: 666.133 Range Loss: 0.000 TV Loss: 6.792 Total Loss: 672.924 52%|#####2 | 130/250 [01:18<01:09, 1.74it/s] CLIP Loss: 661.720 Range Loss: 0.000 TV Loss: 7.264 Total Loss: 668.984 52%|#####2 | 131/250 [01:19<01:16, 1.56it/s] CLIP Loss: 659.890 Range Loss: 0.000 TV Loss: 7.505 Total Loss: 667.395 53%|#####2 | 132/250 [01:20<01:12, 1.63it/s] CLIP Loss: 660.858 Range Loss: 0.000 TV Loss: 7.667 Total Loss: 668.524 53%|#####3 | 133/250 [01:20<01:09, 1.67it/s] CLIP Loss: 664.034 Range Loss: 0.000 TV Loss: 7.912 Total Loss: 671.946 54%|#####3 | 134/250 [01:21<01:08, 1.70it/s] CLIP Loss: 665.587 Range Loss: 0.000 TV Loss: 8.450 Total Loss: 674.037 54%|#####4 | 135/250 [01:21<01:06, 1.73it/s] CLIP Loss: 669.865 Range Loss: 0.000 TV Loss: 8.635 Total Loss: 678.500 54%|#####4 | 136/250 [01:22<01:12, 1.58it/s] CLIP Loss: 666.275 Range Loss: 0.000 TV Loss: 8.886 Total Loss: 675.161 55%|#####4 | 137/250 [01:23<01:08, 1.64it/s] CLIP Loss: 660.257 Range Loss: 0.000 TV Loss: 9.216 Total Loss: 669.473 55%|#####5 | 138/250 [01:23<01:06, 1.69it/s] CLIP Loss: 658.004 Range Loss: 0.000 TV Loss: 9.650 Total Loss: 667.654 56%|#####5 | 139/250 [01:24<01:04, 1.72it/s] CLIP Loss: 656.543 Range Loss: 0.000 TV Loss: 10.085 Total Loss: 666.628 56%|#####6 | 140/250 [01:24<01:03, 1.73it/s] CLIP Loss: 654.974 Range Loss: 0.000 TV Loss: 10.375 Total Loss: 665.349 56%|#####6 | 141/250 [01:25<01:10, 1.55it/s] CLIP Loss: 659.891 Range Loss: 0.000 TV Loss: 10.735 Total Loss: 670.626 57%|#####6 | 142/250 [01:26<01:06, 1.63it/s] CLIP Loss: 665.788 Range Loss: 0.000 TV Loss: 11.105 Total Loss: 676.893 57%|#####7 | 143/250 [01:26<01:04, 1.67it/s] CLIP Loss: 657.444 Range Loss: 0.000 TV Loss: 11.094 Total Loss: 668.538 58%|#####7 | 144/250 [01:27<01:02, 1.71it/s] CLIP Loss: 659.471 Range Loss: 0.000 TV Loss: 11.207 Total Loss: 670.678 58%|#####8 | 145/250 [01:27<01:00, 1.74it/s] CLIP Loss: 662.034 Range Loss: 0.000 TV Loss: 11.348 Total Loss: 673.382 58%|#####8 | 146/250 [01:28<01:07, 1.54it/s] CLIP Loss: 659.294 Range Loss: 0.000 TV Loss: 11.881 Total Loss: 671.174 59%|#####8 | 147/250 [01:29<01:03, 1.62it/s] CLIP Loss: 666.437 Range Loss: 0.000 TV Loss: 12.329 Total Loss: 678.767 59%|#####9 | 148/250 [01:29<01:01, 1.67it/s] CLIP Loss: 664.001 Range Loss: 0.000 TV Loss: 12.690 Total Loss: 676.691 60%|#####9 | 149/250 [01:30<00:59, 1.70it/s] CLIP Loss: 663.152 Range Loss: 0.000 TV Loss: 13.196 Total Loss: 676.348 60%|###### | 150/250 [01:30<00:57, 1.73it/s] CLIP Loss: 657.722 Range Loss: 0.000 TV Loss: 13.691 Total Loss: 671.413 60%|###### | 151/250 [01:31<01:03, 1.55it/s] CLIP Loss: 660.498 Range Loss: 0.000 TV Loss: 14.213 Total Loss: 674.712 61%|###### | 152/250 [01:32<01:00, 1.61it/s] CLIP Loss: 663.083 Range Loss: 0.000 TV Loss: 14.674 Total Loss: 677.757 61%|######1 | 153/250 [01:32<00:58, 1.67it/s] CLIP Loss: 663.227 Range Loss: 0.000 TV Loss: 15.076 Total Loss: 678.303 62%|######1 | 154/250 [01:33<00:56, 1.70it/s] CLIP Loss: 662.220 Range Loss: 0.000 TV Loss: 15.455 Total Loss: 677.675 62%|######2 | 155/250 [01:33<00:54, 1.73it/s] CLIP Loss: 665.321 Range Loss: 0.000 TV Loss: 16.033 Total Loss: 681.354 62%|######2 | 156/250 [01:34<01:00, 1.55it/s] CLIP Loss: 662.077 Range Loss: 0.000 TV Loss: 16.677 Total Loss: 678.754 63%|######2 | 157/250 [01:35<00:57, 1.62it/s] CLIP Loss: 660.390 Range Loss: 0.000 TV Loss: 17.360 Total Loss: 677.750 63%|######3 | 158/250 [01:35<00:55, 1.66it/s] CLIP Loss: 663.010 Range Loss: 0.000 TV Loss: 17.828 Total Loss: 680.839 64%|######3 | 159/250 [01:36<00:53, 1.70it/s] CLIP Loss: 665.646 Range Loss: 0.000 TV Loss: 18.422 Total Loss: 684.068 64%|######4 | 160/250 [01:36<00:52, 1.72it/s] CLIP Loss: 662.897 Range Loss: 0.000 TV Loss: 19.156 Total Loss: 682.053 64%|######4 | 161/250 [01:37<00:57, 1.55it/s] CLIP Loss: 664.047 Range Loss: 0.000 TV Loss: 19.792 Total Loss: 683.839 65%|######4 | 162/250 [01:38<00:54, 1.63it/s] CLIP Loss: 665.494 Range Loss: 0.000 TV Loss: 20.365 Total Loss: 685.859 65%|######5 | 163/250 [01:38<00:51, 1.67it/s] CLIP Loss: 665.058 Range Loss: 0.000 TV Loss: 21.081 Total Loss: 686.139 66%|######5 | 164/250 [01:39<00:50, 1.71it/s] CLIP Loss: 668.391 Range Loss: 0.000 TV Loss: 21.867 Total Loss: 690.258 66%|######6 | 165/250 [01:39<00:48, 1.74it/s] CLIP Loss: 664.133 Range Loss: 0.000 TV Loss: 22.895 Total Loss: 687.028 66%|######6 | 166/250 [01:40<00:53, 1.57it/s] CLIP Loss: 666.804 Range Loss: 0.000 TV Loss: 23.668 Total Loss: 690.472 67%|######6 | 167/250 [01:41<00:50, 1.64it/s] CLIP Loss: 674.300 Range Loss: 0.000 TV Loss: 24.419 Total Loss: 698.720 67%|######7 | 168/250 [01:41<00:48, 1.68it/s] CLIP Loss: 667.661 Range Loss: 0.000 TV Loss: 25.116 Total Loss: 692.777 68%|######7 | 169/250 [01:42<00:47, 1.71it/s] CLIP Loss: 664.778 Range Loss: 0.000 TV Loss: 25.904 Total Loss: 690.682 68%|######8 | 170/250 [01:42<00:46, 1.73it/s] CLIP Loss: 665.467 Range Loss: 0.000 TV Loss: 26.864 Total Loss: 692.331 68%|######8 | 171/250 [01:43<00:51, 1.53it/s] CLIP Loss: 666.390 Range Loss: 0.000 TV Loss: 27.714 Total Loss: 694.104 69%|######8 | 172/250 [01:44<00:48, 1.61it/s] CLIP Loss: 666.258 Range Loss: 0.000 TV Loss: 28.652 Total Loss: 694.909 69%|######9 | 173/250 [01:44<00:46, 1.66it/s] CLIP Loss: 665.890 Range Loss: 0.000 TV Loss: 29.429 Total Loss: 695.320 70%|######9 | 174/250 [01:45<00:44, 1.70it/s] CLIP Loss: 668.269 Range Loss: 0.000 TV Loss: 30.531 Total Loss: 698.800 70%|####### | 175/250 [01:46<00:43, 1.73it/s] CLIP Loss: 667.781 Range Loss: 0.000 TV Loss: 31.322 Total Loss: 699.104 70%|####### | 176/250 [01:46<00:46, 1.58it/s] CLIP Loss: 663.131 Range Loss: 0.000 TV Loss: 32.206 Total Loss: 695.337 71%|####### | 177/250 [01:47<00:44, 1.64it/s] CLIP Loss: 664.207 Range Loss: 0.000 TV Loss: 33.259 Total Loss: 697.466 71%|#######1 | 178/250 [01:47<00:42, 1.68it/s] CLIP Loss: 661.475 Range Loss: 0.000 TV Loss: 33.993 Total Loss: 695.468 72%|#######1 | 179/250 [01:48<00:41, 1.71it/s] CLIP Loss: 663.528 Range Loss: 0.000 TV Loss: 34.670 Total Loss: 698.198 72%|#######2 | 180/250 [01:49<00:40, 1.74it/s] CLIP Loss: 662.514 Range Loss: 0.000 TV Loss: 35.854 Total Loss: 698.368 72%|#######2 | 181/250 [01:49<00:44, 1.54it/s] CLIP Loss: 665.905 Range Loss: 0.000 TV Loss: 36.803 Total Loss: 702.709 73%|#######2 | 182/250 [01:50<00:42, 1.61it/s] CLIP Loss: 671.017 Range Loss: 0.000 TV Loss: 37.826 Total Loss: 708.842 73%|#######3 | 183/250 [01:50<00:40, 1.65it/s] CLIP Loss: 669.089 Range Loss: 0.000 TV Loss: 38.750 Total Loss: 707.840 74%|#######3 | 184/250 [01:51<00:39, 1.69it/s] CLIP Loss: 664.704 Range Loss: 0.000 TV Loss: 39.647 Total Loss: 704.352 74%|#######4 | 185/250 [01:52<00:37, 1.72it/s] CLIP Loss: 667.852 Range Loss: 0.000 TV Loss: 40.550 Total Loss: 708.402 74%|#######4 | 186/250 [01:52<00:41, 1.55it/s] CLIP Loss: 660.771 Range Loss: 0.000 TV Loss: 41.740 Total Loss: 702.511 75%|#######4 | 187/250 [01:53<00:38, 1.63it/s] CLIP Loss: 661.088 Range Loss: 0.000 TV Loss: 42.608 Total Loss: 703.696 75%|#######5 | 188/250 [01:53<00:37, 1.67it/s] CLIP Loss: 656.947 Range Loss: 0.000 TV Loss: 43.705 Total Loss: 700.651 76%|#######5 | 189/250 [01:54<00:35, 1.70it/s] CLIP Loss: 664.861 Range Loss: 0.000 TV Loss: 44.518 Total Loss: 709.379 76%|#######6 | 190/250 [01:55<00:34, 1.72it/s] CLIP Loss: 659.880 Range Loss: 0.000 TV Loss: 45.426 Total Loss: 705.306 76%|#######6 | 191/250 [01:55<00:38, 1.52it/s] CLIP Loss: 661.671 Range Loss: 0.000 TV Loss: 46.557 Total Loss: 708.229 77%|#######6 | 192/250 [01:56<00:36, 1.60it/s] CLIP Loss: 660.536 Range Loss: 0.000 TV Loss: 47.550 Total Loss: 708.086 77%|#######7 | 193/250 [01:57<00:34, 1.65it/s] CLIP Loss: 658.581 Range Loss: 0.000 TV Loss: 48.570 Total Loss: 707.151 78%|#######7 | 194/250 [01:57<00:33, 1.70it/s] CLIP Loss: 661.958 Range Loss: 0.000 TV Loss: 49.429 Total Loss: 711.386 78%|#######8 | 195/250 [01:58<00:32, 1.71it/s] CLIP Loss: 659.786 Range Loss: 0.000 TV Loss: 50.324 Total Loss: 710.110 78%|#######8 | 196/250 [01:58<00:34, 1.57it/s] CLIP Loss: 665.166 Range Loss: 0.000 TV Loss: 51.092 Total Loss: 716.259 79%|#######8 | 197/250 [01:59<00:32, 1.64it/s] CLIP Loss: 667.711 Range Loss: 0.000 TV Loss: 51.953 Total Loss: 719.664 79%|#######9 | 198/250 [02:00<00:30, 1.68it/s] CLIP Loss: 664.051 Range Loss: 0.000 TV Loss: 52.744 Total Loss: 716.795 80%|#######9 | 199/250 [02:00<00:30, 1.69it/s] CLIP Loss: 664.638 Range Loss: 0.000 TV Loss: 53.303 Total Loss: 717.942 80%|######## | 200/250 [02:01<00:29, 1.72it/s] CLIP Loss: 667.054 Range Loss: 0.000 TV Loss: 53.808 Total Loss: 720.862 80%|######## | 201/250 [02:01<00:31, 1.57it/s] CLIP Loss: 665.869 Range Loss: 0.000 TV Loss: 54.472 Total Loss: 720.341 81%|######## | 202/250 [02:02<00:29, 1.64it/s] CLIP Loss: 669.025 Range Loss: 0.000 TV Loss: 55.067 Total Loss: 724.092 81%|########1 | 203/250 [02:03<00:27, 1.68it/s] CLIP Loss: 666.744 Range Loss: 0.000 TV Loss: 55.573 Total Loss: 722.317 82%|########1 | 204/250 [02:03<00:26, 1.73it/s] CLIP Loss: 662.988 Range Loss: 0.000 TV Loss: 55.953 Total Loss: 718.941 82%|########2 | 205/250 [02:04<00:25, 1.75it/s] CLIP Loss: 664.833 Range Loss: 0.000 TV Loss: 56.344 Total Loss: 721.177 82%|########2 | 206/250 [02:04<00:27, 1.58it/s] CLIP Loss: 662.767 Range Loss: 0.000 TV Loss: 56.627 Total Loss: 719.394 83%|########2 | 207/250 [02:05<00:26, 1.65it/s] CLIP Loss: 663.352 Range Loss: 0.000 TV Loss: 56.783 Total Loss: 720.135 83%|########3 | 208/250 [02:06<00:25, 1.67it/s] CLIP Loss: 666.663 Range Loss: 0.000 TV Loss: 57.150 Total Loss: 723.812 84%|########3 | 209/250 [02:06<00:24, 1.70it/s] CLIP Loss: 670.515 Range Loss: 0.000 TV Loss: 57.154 Total Loss: 727.669 84%|########4 | 210/250 [02:07<00:23, 1.72it/s] CLIP Loss: 670.893 Range Loss: 0.000 TV Loss: 57.394 Total Loss: 728.287 84%|########4 | 211/250 [02:07<00:25, 1.56it/s] CLIP Loss: 667.426 Range Loss: 0.000 TV Loss: 57.422 Total Loss: 724.847 85%|########4 | 212/250 [02:08<00:23, 1.63it/s] CLIP Loss: 666.052 Range Loss: 0.000 TV Loss: 57.398 Total Loss: 723.450 85%|########5 | 213/250 [02:09<00:22, 1.66it/s] CLIP Loss: 671.121 Range Loss: 0.000 TV Loss: 57.288 Total Loss: 728.409 86%|########5 | 214/250 [02:09<00:21, 1.70it/s] CLIP Loss: 669.836 Range Loss: 0.000 TV Loss: 57.266 Total Loss: 727.102 86%|########6 | 215/250 [02:10<00:20, 1.72it/s] CLIP Loss: 669.418 Range Loss: 0.000 TV Loss: 56.918 Total Loss: 726.336 86%|########6 | 216/250 [02:10<00:21, 1.57it/s] CLIP Loss: 663.950 Range Loss: 0.000 TV Loss: 56.649 Total Loss: 720.598 87%|########6 | 217/250 [02:11<00:20, 1.64it/s] CLIP Loss: 662.632 Range Loss: 0.000 TV Loss: 56.241 Total Loss: 718.873 87%|########7 | 218/250 [02:12<00:19, 1.67it/s] CLIP Loss: 661.367 Range Loss: 0.000 TV Loss: 55.746 Total Loss: 717.113 88%|########7 | 219/250 [02:12<00:18, 1.70it/s] CLIP Loss: 664.077 Range Loss: 0.000 TV Loss: 55.273 Total Loss: 719.351 88%|########8 | 220/250 [02:13<00:17, 1.72it/s] CLIP Loss: 667.386 Range Loss: 0.000 TV Loss: 54.791 Total Loss: 722.177 88%|########8 | 221/250 [02:13<00:18, 1.57it/s] CLIP Loss: 660.876 Range Loss: 0.000 TV Loss: 54.073 Total Loss: 714.949 89%|########8 | 222/250 [02:14<00:17, 1.63it/s] CLIP Loss: 670.291 Range Loss: 0.000 TV Loss: 53.391 Total Loss: 723.681 89%|########9 | 223/250 [02:15<00:16, 1.67it/s] CLIP Loss: 664.551 Range Loss: 0.000 TV Loss: 52.619 Total Loss: 717.171 90%|########9 | 224/250 [02:15<00:15, 1.71it/s] CLIP Loss: 664.276 Range Loss: 0.000 TV Loss: 51.754 Total Loss: 716.030 90%|######### | 225/250 [02:16<00:14, 1.73it/s] CLIP Loss: 666.734 Range Loss: 0.000 TV Loss: 50.808 Total Loss: 717.542 90%|######### | 226/250 [02:16<00:15, 1.58it/s] CLIP Loss: 667.327 Range Loss: 0.000 TV Loss: 49.793 Total Loss: 717.120 91%|######### | 227/250 [02:17<00:13, 1.65it/s] CLIP Loss: 659.421 Range Loss: 0.000 TV Loss: 48.768 Total Loss: 708.189 91%|#########1| 228/250 [02:18<00:13, 1.69it/s] CLIP Loss: 658.213 Range Loss: 0.000 TV Loss: 47.661 Total Loss: 705.874 92%|#########1| 229/250 [02:18<00:12, 1.72it/s] CLIP Loss: 661.855 Range Loss: 0.000 TV Loss: 46.368 Total Loss: 708.223 92%|#########2| 230/250 [02:19<00:11, 1.75it/s] CLIP Loss: 660.308 Range Loss: 0.000 TV Loss: 45.190 Total Loss: 705.498 92%|#########2| 231/250 [02:20<00:12, 1.51it/s] CLIP Loss: 658.710 Range Loss: 0.000 TV Loss: 43.979 Total Loss: 702.689 93%|#########2| 232/250 [02:20<00:11, 1.59it/s] CLIP Loss: 657.320 Range Loss: 0.000 TV Loss: 42.722 Total Loss: 700.043 93%|#########3| 233/250 [02:21<00:10, 1.64it/s] CLIP Loss: 655.828 Range Loss: 0.000 TV Loss: 41.462 Total Loss: 697.289 94%|#########3| 234/250 [02:21<00:09, 1.68it/s] CLIP Loss: 654.751 Range Loss: 0.000 TV Loss: 40.116 Total Loss: 694.867 94%|#########3| 235/250 [02:22<00:08, 1.72it/s] CLIP Loss: 657.005 Range Loss: 0.000 TV Loss: 38.806 Total Loss: 695.810 94%|#########4| 236/250 [02:23<00:08, 1.57it/s] CLIP Loss: 662.323 Range Loss: 0.000 TV Loss: 37.443 Total Loss: 699.766 95%|#########4| 237/250 [02:23<00:07, 1.64it/s] CLIP Loss: 661.997 Range Loss: 0.000 TV Loss: 36.154 Total Loss: 698.151 95%|#########5| 238/250 [02:24<00:07, 1.68it/s] CLIP Loss: 660.450 Range Loss: 0.000 TV Loss: 34.845 Total Loss: 695.295 96%|#########5| 239/250 [02:24<00:06, 1.72it/s] CLIP Loss: 663.205 Range Loss: 0.000 TV Loss: 33.566 Total Loss: 696.771 96%|#########6| 240/250 [02:25<00:05, 1.75it/s] CLIP Loss: 659.458 Range Loss: 0.000 TV Loss: 32.327 Total Loss: 691.785 96%|#########6| 241/250 [02:26<00:05, 1.59it/s] CLIP Loss: 663.559 Range Loss: 0.000 TV Loss: 31.207 Total Loss: 694.766 97%|#########6| 242/250 [02:26<00:04, 1.63it/s] CLIP Loss: 663.825 Range Loss: 0.000 TV Loss: 30.122 Total Loss: 693.947 97%|#########7| 243/250 [02:27<00:04, 1.69it/s] CLIP Loss: 662.537 Range Loss: 0.000 TV Loss: 29.075 Total Loss: 691.612 98%|#########7| 244/250 [02:27<00:03, 1.71it/s] CLIP Loss: 665.351 Range Loss: 0.000 TV Loss: 28.153 Total Loss: 693.504 98%|#########8| 245/250 [02:28<00:02, 1.73it/s] CLIP Loss: 670.188 Range Loss: 0.000 TV Loss: 27.288 Total Loss: 697.477 98%|#########8| 246/250 [02:29<00:02, 1.59it/s] CLIP Loss: 667.683 Range Loss: 0.000 TV Loss: 26.534 Total Loss: 694.217 99%|#########8| 247/250 [02:29<00:01, 1.65it/s] CLIP Loss: 673.170 Range Loss: 0.000 TV Loss: 25.925 Total Loss: 699.095 99%|#########9| 248/250 [02:30<00:01, 1.70it/s] CLIP Loss: 676.413 Range Loss: 0.000 TV Loss: 25.430 Total Loss: 701.844 100%|#########9| 249/250 [02:30<00:00, 1.73it/s] CLIP Loss: 684.471 Range Loss: 0.000 TV Loss: 25.062 Total Loss: 709.534 100%|##########| 250/250 [02:31<00:00, 1.59it/s] 100%|##########| 250/250 [02:31<00:00, 1.65it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDxyfie3ot2vcvppl7fmsp635e2aStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- the white-petalled daisies display the small suns of their center piece
- respace
- 250
- tv_scale
- 100
- sat_scale
- "0"
- range_scale
- 25
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "the white-petalled daisies display the small suns of their center piece", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": 25, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "the white-petalled daisies display the small suns of their center piece", respace: "250", tv_scale: 100, sat_scale: "0", range_scale: 25, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "the white-petalled daisies display the small suns of their center piece", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": 25, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "the white-petalled daisies display the small suns of their center piece", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": 25, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="the white-petalled daisies display the small suns of their center piece"' \ -i 'respace="250"' \ -i 'tv_scale=100' \ -i 'sat_scale="0"' \ -i 'range_scale=25' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "the white-petalled daisies display the small suns of their center piece", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": 25, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:15:24.624836Z", "created_at": "2021-10-15T14:12:48.872527Z", "data_removed": false, "error": null, "id": "xyfie3ot2vcvppl7fmsp635e2a", "input": { "seed": "0", "prompt": "the white-petalled daisies display the small suns of their center piece", "respace": "250", "tv_scale": 100, "sat_scale": "0", "range_scale": 25, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 957.039\tRange Loss: 0.000\tTV Loss: 5.386\tTotal Loss: 962.425\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:47, 1.49it/s]\nCLIP Loss: 941.441\tRange Loss: 0.000\tTV Loss: 2.308\tTotal Loss: 943.749\n\n 1%| | 2/250 [00:01<02:28, 1.67it/s]\nCLIP Loss: 935.065\tRange Loss: 0.000\tTV Loss: 2.388\tTotal Loss: 937.453\n\n 1%|1 | 3/250 [00:01<02:22, 1.73it/s]\nCLIP Loss: 919.895\tRange Loss: 0.000\tTV Loss: 3.141\tTotal Loss: 923.036\n\n 2%|1 | 4/250 [00:02<02:19, 1.76it/s]\nCLIP Loss: 929.638\tRange Loss: 0.000\tTV Loss: 5.754\tTotal Loss: 935.392\n\n 2%|2 | 5/250 [00:02<02:17, 1.78it/s]\nCLIP Loss: 915.551\tRange Loss: 0.000\tTV Loss: 6.444\tTotal Loss: 921.995\n\n 2%|2 | 6/250 [00:03<02:30, 1.62it/s]\nCLIP Loss: 916.660\tRange Loss: 0.000\tTV Loss: 4.388\tTotal Loss: 921.049\n\n 3%|2 | 7/250 [00:04<02:24, 1.68it/s]\nCLIP Loss: 916.732\tRange Loss: 0.000\tTV Loss: 2.816\tTotal Loss: 919.547\n\n 3%|3 | 8/250 [00:04<02:23, 1.69it/s]\nCLIP Loss: 907.302\tRange Loss: 0.000\tTV Loss: 2.465\tTotal Loss: 909.768\n\n 4%|3 | 9/250 [00:05<02:21, 1.71it/s]\nCLIP Loss: 915.320\tRange Loss: 0.000\tTV Loss: 1.727\tTotal Loss: 917.047\n\n 4%|4 | 10/250 [00:05<02:17, 1.74it/s]\nCLIP Loss: 903.431\tRange Loss: 0.000\tTV Loss: 1.639\tTotal Loss: 905.069\n\n 4%|4 | 11/250 [00:06<02:29, 1.60it/s]\nCLIP Loss: 885.070\tRange Loss: 0.000\tTV Loss: 1.191\tTotal Loss: 886.261\n\n 5%|4 | 12/250 [00:07<02:23, 1.66it/s]\nCLIP Loss: 875.588\tRange Loss: 0.000\tTV Loss: 1.309\tTotal Loss: 876.897\n\n 5%|5 | 13/250 [00:07<02:19, 1.70it/s]\nCLIP Loss: 865.749\tRange Loss: 0.000\tTV Loss: 1.713\tTotal Loss: 867.462\n\n 6%|5 | 14/250 [00:08<02:17, 1.72it/s]\nCLIP Loss: 859.110\tRange Loss: 0.000\tTV Loss: 0.875\tTotal Loss: 859.986\n\n 6%|6 | 15/250 [00:08<02:16, 1.73it/s]\nCLIP Loss: 857.322\tRange Loss: 0.000\tTV Loss: 0.862\tTotal Loss: 858.185\n\n 6%|6 | 16/250 [00:09<02:27, 1.58it/s]\nCLIP Loss: 844.617\tRange Loss: 0.000\tTV Loss: 0.844\tTotal Loss: 845.461\n\n 7%|6 | 17/250 [00:10<02:21, 1.65it/s]\nCLIP Loss: 828.484\tRange Loss: 0.000\tTV Loss: 0.755\tTotal Loss: 829.239\n\n 7%|7 | 18/250 [00:10<02:17, 1.69it/s]\nCLIP Loss: 823.838\tRange Loss: 0.000\tTV Loss: 0.765\tTotal Loss: 824.603\n\n 8%|7 | 19/250 [00:11<02:15, 1.70it/s]\nCLIP Loss: 831.334\tRange Loss: 0.000\tTV Loss: 0.627\tTotal Loss: 831.961\n\n 8%|8 | 20/250 [00:11<02:12, 1.73it/s]\nCLIP Loss: 820.715\tRange Loss: 0.000\tTV Loss: 0.600\tTotal Loss: 821.315\n\n 8%|8 | 21/250 [00:12<02:24, 1.58it/s]\nCLIP Loss: 825.225\tRange Loss: 0.000\tTV Loss: 0.513\tTotal Loss: 825.738\n\n 9%|8 | 22/250 [00:13<02:18, 1.65it/s]\nCLIP Loss: 823.021\tRange Loss: 0.000\tTV Loss: 0.511\tTotal Loss: 823.531\n\n 9%|9 | 23/250 [00:13<02:14, 1.68it/s]\nCLIP Loss: 826.033\tRange Loss: 0.000\tTV Loss: 0.541\tTotal Loss: 826.574\n\n 10%|9 | 24/250 [00:14<02:12, 1.71it/s]\nCLIP Loss: 832.366\tRange Loss: 0.000\tTV Loss: 0.631\tTotal Loss: 832.997\n\n 10%|# | 25/250 [00:14<02:10, 1.72it/s]\nCLIP Loss: 845.352\tRange Loss: 0.000\tTV Loss: 0.636\tTotal Loss: 845.988\n\n 10%|# | 26/250 [00:15<02:22, 1.58it/s]\nCLIP Loss: 841.306\tRange Loss: 0.000\tTV Loss: 0.543\tTotal Loss: 841.848\n\n 11%|# | 27/250 [00:16<02:15, 1.64it/s]\nCLIP Loss: 829.828\tRange Loss: 0.000\tTV Loss: 0.402\tTotal Loss: 830.230\n\n 11%|#1 | 28/250 [00:16<02:11, 1.69it/s]\nCLIP Loss: 813.946\tRange Loss: 0.000\tTV Loss: 0.439\tTotal Loss: 814.385\n\n 12%|#1 | 29/250 [00:17<02:08, 1.72it/s]\nCLIP Loss: 807.712\tRange Loss: 0.000\tTV Loss: 0.381\tTotal Loss: 808.093\n\n 12%|#2 | 30/250 [00:17<02:06, 1.74it/s]\nCLIP Loss: 831.997\tRange Loss: 0.000\tTV Loss: 0.301\tTotal Loss: 832.297\n\n 12%|#2 | 31/250 [00:18<02:31, 1.45it/s]\nCLIP Loss: 834.385\tRange Loss: 0.000\tTV Loss: 0.299\tTotal Loss: 834.684\n\n 13%|#2 | 32/250 [00:19<02:22, 1.52it/s]\nCLIP Loss: 813.135\tRange Loss: 0.000\tTV Loss: 0.311\tTotal Loss: 813.447\n\n 13%|#3 | 33/250 [00:19<02:16, 1.59it/s]\nCLIP Loss: 809.925\tRange Loss: 0.000\tTV Loss: 0.261\tTotal Loss: 810.185\n\n 14%|#3 | 34/250 [00:20<02:11, 1.64it/s]\nCLIP Loss: 827.692\tRange Loss: 0.000\tTV Loss: 0.300\tTotal Loss: 827.993\n\n 14%|#4 | 35/250 [00:21<02:09, 1.66it/s]\nCLIP Loss: 814.973\tRange Loss: 0.000\tTV Loss: 0.289\tTotal Loss: 815.262\n\n 14%|#4 | 36/250 [00:21<02:20, 1.52it/s]\nCLIP Loss: 813.756\tRange Loss: 0.000\tTV Loss: 0.320\tTotal Loss: 814.076\n\n 15%|#4 | 37/250 [00:22<02:13, 1.59it/s]\nCLIP Loss: 808.820\tRange Loss: 0.000\tTV Loss: 0.258\tTotal Loss: 809.079\n\n 15%|#5 | 38/250 [00:22<02:09, 1.64it/s]\nCLIP Loss: 810.398\tRange Loss: 0.000\tTV Loss: 0.298\tTotal Loss: 810.696\n\n 16%|#5 | 39/250 [00:23<02:05, 1.68it/s]\nCLIP Loss: 811.962\tRange Loss: 0.000\tTV Loss: 0.201\tTotal Loss: 812.163\n\n 16%|#6 | 40/250 [00:24<02:03, 1.70it/s]\nCLIP Loss: 804.151\tRange Loss: 0.000\tTV Loss: 0.264\tTotal Loss: 804.415\n\n 16%|#6 | 41/250 [00:24<02:17, 1.52it/s]\nCLIP Loss: 812.583\tRange Loss: 0.000\tTV Loss: 0.219\tTotal Loss: 812.802\n\n 17%|#6 | 42/250 [00:25<02:10, 1.60it/s]\nCLIP Loss: 801.074\tRange Loss: 0.000\tTV Loss: 0.242\tTotal Loss: 801.317\n\n 17%|#7 | 43/250 [00:26<02:05, 1.65it/s]\nCLIP Loss: 801.721\tRange Loss: 0.000\tTV Loss: 0.215\tTotal Loss: 801.936\n\n 18%|#7 | 44/250 [00:26<02:01, 1.69it/s]\nCLIP Loss: 804.742\tRange Loss: 0.000\tTV Loss: 0.256\tTotal Loss: 804.998\n\n 18%|#8 | 45/250 [00:27<02:00, 1.71it/s]\nCLIP Loss: 798.251\tRange Loss: 0.000\tTV Loss: 0.233\tTotal Loss: 798.484\n\n 18%|#8 | 46/250 [00:27<02:12, 1.54it/s]\nCLIP Loss: 798.334\tRange Loss: 0.000\tTV Loss: 0.174\tTotal Loss: 798.508\n\n 19%|#8 | 47/250 [00:28<02:06, 1.60it/s]\nCLIP Loss: 800.191\tRange Loss: 0.000\tTV Loss: 0.203\tTotal Loss: 800.394\n\n 19%|#9 | 48/250 [00:29<02:02, 1.65it/s]\nCLIP Loss: 801.981\tRange Loss: 0.000\tTV Loss: 0.206\tTotal Loss: 802.187\n\n 20%|#9 | 49/250 [00:29<01:58, 1.69it/s]\nCLIP Loss: 789.224\tRange Loss: 0.000\tTV Loss: 0.198\tTotal Loss: 789.423\n\n 20%|## | 50/250 [00:30<01:56, 1.72it/s]\nCLIP Loss: 794.841\tRange Loss: 0.000\tTV Loss: 0.167\tTotal Loss: 795.008\n\n 20%|## | 51/250 [00:31<02:09, 1.54it/s]\nCLIP Loss: 794.880\tRange Loss: 0.000\tTV Loss: 0.197\tTotal Loss: 795.077\n\n 21%|## | 52/250 [00:31<02:03, 1.61it/s]\nCLIP Loss: 796.795\tRange Loss: 0.000\tTV Loss: 0.168\tTotal Loss: 796.963\n\n 21%|##1 | 53/250 [00:32<01:58, 1.66it/s]\nCLIP Loss: 797.955\tRange Loss: 0.000\tTV Loss: 0.133\tTotal Loss: 798.088\n\n 22%|##1 | 54/250 [00:32<01:55, 1.69it/s]\nCLIP Loss: 813.297\tRange Loss: 0.000\tTV Loss: 0.188\tTotal Loss: 813.485\n\n 22%|##2 | 55/250 [00:33<01:53, 1.71it/s]\nCLIP Loss: 793.240\tRange Loss: 0.000\tTV Loss: 0.108\tTotal Loss: 793.348\n\n 22%|##2 | 56/250 [00:34<02:07, 1.52it/s]\nCLIP Loss: 790.267\tRange Loss: 0.000\tTV Loss: 0.103\tTotal Loss: 790.369\n\n 23%|##2 | 57/250 [00:34<02:00, 1.60it/s]\nCLIP Loss: 804.033\tRange Loss: 0.000\tTV Loss: 0.110\tTotal Loss: 804.143\n\n 23%|##3 | 58/250 [00:35<01:56, 1.64it/s]\nCLIP Loss: 800.921\tRange Loss: 0.000\tTV Loss: 0.073\tTotal Loss: 800.994\n\n 24%|##3 | 59/250 [00:35<01:53, 1.69it/s]\nCLIP Loss: 795.625\tRange Loss: 0.000\tTV Loss: 0.090\tTotal Loss: 795.715\n\n 24%|##4 | 60/250 [00:36<01:51, 1.71it/s]\nCLIP Loss: 785.925\tRange Loss: 0.000\tTV Loss: 0.074\tTotal Loss: 785.999\n\n 24%|##4 | 61/250 [00:37<02:07, 1.48it/s]\nCLIP Loss: 770.099\tRange Loss: 0.000\tTV Loss: 0.068\tTotal Loss: 770.167\n\n 25%|##4 | 62/250 [00:37<02:00, 1.56it/s]\nCLIP Loss: 762.974\tRange Loss: 0.000\tTV Loss: 0.085\tTotal Loss: 763.059\n\n 25%|##5 | 63/250 [00:38<01:55, 1.62it/s]\nCLIP Loss: 771.100\tRange Loss: 0.000\tTV Loss: 0.100\tTotal Loss: 771.200\n\n 26%|##5 | 64/250 [00:38<01:52, 1.65it/s]\nCLIP Loss: 779.526\tRange Loss: 0.000\tTV Loss: 0.087\tTotal Loss: 779.613\n\n 26%|##6 | 65/250 [00:39<01:50, 1.68it/s]\nCLIP Loss: 787.813\tRange Loss: 0.000\tTV Loss: 0.103\tTotal Loss: 787.916\n\n 26%|##6 | 66/250 [00:40<02:02, 1.50it/s]\nCLIP Loss: 770.444\tRange Loss: 0.000\tTV Loss: 0.078\tTotal Loss: 770.522\n\n 27%|##6 | 67/250 [00:40<01:55, 1.58it/s]\nCLIP Loss: 775.791\tRange Loss: 0.000\tTV Loss: 0.086\tTotal Loss: 775.877\n\n 27%|##7 | 68/250 [00:41<01:51, 1.63it/s]\nCLIP Loss: 768.780\tRange Loss: 0.000\tTV Loss: 0.094\tTotal Loss: 768.874\n\n 28%|##7 | 69/250 [00:42<01:48, 1.67it/s]\nCLIP Loss: 766.668\tRange Loss: 0.000\tTV Loss: 0.098\tTotal Loss: 766.766\n\n 28%|##8 | 70/250 [00:42<01:45, 1.71it/s]\nCLIP Loss: 791.172\tRange Loss: 0.000\tTV Loss: 0.064\tTotal Loss: 791.236\n\n 28%|##8 | 71/250 [00:43<02:00, 1.48it/s]\nCLIP Loss: 791.512\tRange Loss: 0.000\tTV Loss: 0.073\tTotal Loss: 791.585\n\n 29%|##8 | 72/250 [00:44<01:53, 1.57it/s]\nCLIP Loss: 779.058\tRange Loss: 0.000\tTV Loss: 0.101\tTotal Loss: 779.159\n\n 29%|##9 | 73/250 [00:44<01:48, 1.63it/s]\nCLIP Loss: 775.273\tRange Loss: 0.000\tTV Loss: 0.073\tTotal Loss: 775.346\n\n 30%|##9 | 74/250 [00:45<01:45, 1.68it/s]\nCLIP Loss: 794.986\tRange Loss: 0.000\tTV Loss: 0.079\tTotal Loss: 795.065\n\n 30%|### | 75/250 [00:45<01:42, 1.70it/s]\nCLIP Loss: 770.956\tRange Loss: 0.000\tTV Loss: 0.099\tTotal Loss: 771.055\n\n 30%|### | 76/250 [00:46<02:01, 1.43it/s]\nCLIP Loss: 763.537\tRange Loss: 0.000\tTV Loss: 0.105\tTotal Loss: 763.642\n\n 31%|### | 77/250 [00:47<01:53, 1.52it/s]\nCLIP Loss: 766.530\tRange Loss: 0.000\tTV Loss: 0.078\tTotal Loss: 766.608\n\n 31%|###1 | 78/250 [00:47<01:48, 1.58it/s]\nCLIP Loss: 767.809\tRange Loss: 0.000\tTV Loss: 0.071\tTotal Loss: 767.880\n\n 32%|###1 | 79/250 [00:48<01:45, 1.62it/s]\nCLIP Loss: 792.741\tRange Loss: 0.000\tTV Loss: 0.083\tTotal Loss: 792.825\n\n 32%|###2 | 80/250 [00:48<01:41, 1.67it/s]\nCLIP Loss: 777.798\tRange Loss: 0.000\tTV Loss: 0.075\tTotal Loss: 777.873\n\n 32%|###2 | 81/250 [00:49<01:57, 1.44it/s]\nCLIP Loss: 765.750\tRange Loss: 0.000\tTV Loss: 0.086\tTotal Loss: 765.836\n\n 33%|###2 | 82/250 [00:50<01:49, 1.54it/s]\nCLIP Loss: 764.714\tRange Loss: 0.000\tTV Loss: 0.069\tTotal Loss: 764.783\n\n 33%|###3 | 83/250 [00:50<01:44, 1.60it/s]\nCLIP Loss: 756.997\tRange Loss: 0.000\tTV Loss: 0.066\tTotal Loss: 757.063\n\n 34%|###3 | 84/250 [00:51<01:41, 1.64it/s]\nCLIP Loss: 773.945\tRange Loss: 0.000\tTV Loss: 0.074\tTotal Loss: 774.019\n\n 34%|###4 | 85/250 [00:52<01:38, 1.68it/s]\nCLIP Loss: 773.700\tRange Loss: 0.000\tTV Loss: 0.116\tTotal Loss: 773.817\n\n 34%|###4 | 86/250 [00:52<01:50, 1.48it/s]\nCLIP Loss: 757.989\tRange Loss: 0.000\tTV Loss: 0.101\tTotal Loss: 758.090\n\n 35%|###4 | 87/250 [00:53<01:44, 1.57it/s]\nCLIP Loss: 768.932\tRange Loss: 0.000\tTV Loss: 0.098\tTotal Loss: 769.030\n\n 35%|###5 | 88/250 [00:54<01:39, 1.62it/s]\nCLIP Loss: 755.540\tRange Loss: 0.000\tTV Loss: 0.108\tTotal Loss: 755.648\n\n 36%|###5 | 89/250 [00:54<01:36, 1.67it/s]\nCLIP Loss: 756.089\tRange Loss: 0.000\tTV Loss: 0.110\tTotal Loss: 756.199\n\n 36%|###6 | 90/250 [00:55<01:33, 1.71it/s]\nCLIP Loss: 749.801\tRange Loss: 0.000\tTV Loss: 0.124\tTotal Loss: 749.925\n\n 36%|###6 | 91/250 [00:56<01:49, 1.45it/s]\nCLIP Loss: 741.276\tRange Loss: 0.000\tTV Loss: 0.107\tTotal Loss: 741.382\n\n 37%|###6 | 92/250 [00:56<01:43, 1.53it/s]\nCLIP Loss: 736.888\tRange Loss: 0.000\tTV Loss: 0.101\tTotal Loss: 736.988\n\n 37%|###7 | 93/250 [00:57<01:38, 1.59it/s]\nCLIP Loss: 740.625\tRange Loss: 0.000\tTV Loss: 0.100\tTotal Loss: 740.725\n\n 38%|###7 | 94/250 [00:57<01:34, 1.65it/s]\nCLIP Loss: 740.920\tRange Loss: 0.000\tTV Loss: 0.133\tTotal Loss: 741.053\n\n 38%|###8 | 95/250 [00:58<01:31, 1.69it/s]\nCLIP Loss: 827.751\tRange Loss: 0.000\tTV Loss: 0.129\tTotal Loss: 827.880\n\n 38%|###8 | 96/250 [00:59<01:43, 1.49it/s]\nCLIP Loss: 763.974\tRange Loss: 0.000\tTV Loss: 0.138\tTotal Loss: 764.112\n\n 39%|###8 | 97/250 [00:59<01:37, 1.57it/s]\nCLIP Loss: 744.057\tRange Loss: 0.000\tTV Loss: 0.145\tTotal Loss: 744.202\n\n 39%|###9 | 98/250 [01:00<01:33, 1.63it/s]\nCLIP Loss: 727.796\tRange Loss: 0.000\tTV Loss: 0.129\tTotal Loss: 727.925\n\n 40%|###9 | 99/250 [01:00<01:29, 1.68it/s]\nCLIP Loss: 723.408\tRange Loss: 0.000\tTV Loss: 0.135\tTotal Loss: 723.543\n\n 40%|#### | 100/250 [01:01<01:27, 1.71it/s]\nCLIP Loss: 729.945\tRange Loss: 0.000\tTV Loss: 0.145\tTotal Loss: 730.091\n\n 40%|#### | 101/250 [01:02<01:39, 1.49it/s]\nCLIP Loss: 725.992\tRange Loss: 0.000\tTV Loss: 0.159\tTotal Loss: 726.151\n\n 41%|#### | 102/250 [01:02<01:33, 1.58it/s]\nCLIP Loss: 735.627\tRange Loss: 0.000\tTV Loss: 0.163\tTotal Loss: 735.790\n\n 41%|####1 | 103/250 [01:03<01:30, 1.63it/s]\nCLIP Loss: 771.711\tRange Loss: 0.000\tTV Loss: 0.186\tTotal Loss: 771.897\n\n 42%|####1 | 104/250 [01:03<01:26, 1.68it/s]\nCLIP Loss: 754.563\tRange Loss: 0.000\tTV Loss: 0.178\tTotal Loss: 754.741\n\n 42%|####2 | 105/250 [01:04<01:24, 1.71it/s]\nCLIP Loss: 736.633\tRange Loss: 0.000\tTV Loss: 0.195\tTotal Loss: 736.828\n\n 42%|####2 | 106/250 [01:05<01:38, 1.46it/s]\nCLIP Loss: 726.772\tRange Loss: 0.000\tTV Loss: 0.195\tTotal Loss: 726.967\n\n 43%|####2 | 107/250 [01:06<01:31, 1.56it/s]\nCLIP Loss: 729.623\tRange Loss: 0.000\tTV Loss: 0.210\tTotal Loss: 729.834\n\n 43%|####3 | 108/250 [01:06<01:27, 1.62it/s]\nCLIP Loss: 726.010\tRange Loss: 0.000\tTV Loss: 0.223\tTotal Loss: 726.232\n\n 44%|####3 | 109/250 [01:07<01:24, 1.67it/s]\nCLIP Loss: 732.667\tRange Loss: 0.000\tTV Loss: 0.240\tTotal Loss: 732.907\n\n 44%|####4 | 110/250 [01:07<01:23, 1.68it/s]\nCLIP Loss: 758.077\tRange Loss: 0.000\tTV Loss: 0.279\tTotal Loss: 758.356\n\n 44%|####4 | 111/250 [01:08<01:33, 1.49it/s]\nCLIP Loss: 747.906\tRange Loss: 0.000\tTV Loss: 0.323\tTotal Loss: 748.229\n\n 45%|####4 | 112/250 [01:09<01:27, 1.57it/s]\nCLIP Loss: 740.271\tRange Loss: 0.000\tTV Loss: 0.343\tTotal Loss: 740.614\n\n 45%|####5 | 113/250 [01:09<01:24, 1.62it/s]\nCLIP Loss: 737.958\tRange Loss: 0.000\tTV Loss: 0.327\tTotal Loss: 738.285\n\n 46%|####5 | 114/250 [01:10<01:21, 1.67it/s]\nCLIP Loss: 732.009\tRange Loss: 0.000\tTV Loss: 0.345\tTotal Loss: 732.353\n\n 46%|####6 | 115/250 [01:10<01:19, 1.70it/s]\nCLIP Loss: 723.599\tRange Loss: 0.000\tTV Loss: 0.346\tTotal Loss: 723.945\n\n 46%|####6 | 116/250 [01:11<01:29, 1.49it/s]\nCLIP Loss: 727.856\tRange Loss: 0.000\tTV Loss: 0.402\tTotal Loss: 728.258\n\n 47%|####6 | 117/250 [01:12<01:24, 1.58it/s]\nCLIP Loss: 736.656\tRange Loss: 0.000\tTV Loss: 0.421\tTotal Loss: 737.077\n\n 47%|####7 | 118/250 [01:12<01:20, 1.64it/s]\nCLIP Loss: 724.482\tRange Loss: 0.000\tTV Loss: 0.461\tTotal Loss: 724.942\n\n 48%|####7 | 119/250 [01:13<01:17, 1.68it/s]\nCLIP Loss: 719.901\tRange Loss: 0.000\tTV Loss: 0.462\tTotal Loss: 720.363\n\n 48%|####8 | 120/250 [01:13<01:15, 1.72it/s]\nCLIP Loss: 720.093\tRange Loss: 0.000\tTV Loss: 0.504\tTotal Loss: 720.597\n\n 48%|####8 | 121/250 [01:14<01:27, 1.48it/s]\nCLIP Loss: 714.107\tRange Loss: 0.000\tTV Loss: 0.552\tTotal Loss: 714.659\n\n 49%|####8 | 122/250 [01:15<01:21, 1.56it/s]\nCLIP Loss: 729.645\tRange Loss: 0.000\tTV Loss: 0.608\tTotal Loss: 730.253\n\n 49%|####9 | 123/250 [01:15<01:18, 1.63it/s]\nCLIP Loss: 736.726\tRange Loss: 0.000\tTV Loss: 0.625\tTotal Loss: 737.351\n\n 50%|####9 | 124/250 [01:16<01:15, 1.67it/s]\nCLIP Loss: 719.848\tRange Loss: 0.000\tTV Loss: 0.688\tTotal Loss: 720.536\n\n 50%|##### | 125/250 [01:17<01:13, 1.71it/s]\nCLIP Loss: 713.452\tRange Loss: 0.000\tTV Loss: 0.738\tTotal Loss: 714.191\n\n 50%|##### | 126/250 [01:17<01:20, 1.53it/s]\nCLIP Loss: 710.773\tRange Loss: 0.000\tTV Loss: 0.828\tTotal Loss: 711.602\n\n 51%|##### | 127/250 [01:18<01:16, 1.61it/s]\nCLIP Loss: 711.248\tRange Loss: 0.000\tTV Loss: 0.865\tTotal Loss: 712.113\n\n 51%|#####1 | 128/250 [01:18<01:13, 1.65it/s]\nCLIP Loss: 705.818\tRange Loss: 0.000\tTV Loss: 0.960\tTotal Loss: 706.778\n\n 52%|#####1 | 129/250 [01:19<01:11, 1.70it/s]\nCLIP Loss: 711.262\tRange Loss: 0.000\tTV Loss: 1.060\tTotal Loss: 712.322\n\n 52%|#####2 | 130/250 [01:20<01:09, 1.72it/s]\nCLIP Loss: 709.984\tRange Loss: 0.000\tTV Loss: 1.145\tTotal Loss: 711.130\n\n 52%|#####2 | 131/250 [01:20<01:17, 1.53it/s]\nCLIP Loss: 718.128\tRange Loss: 0.000\tTV Loss: 1.202\tTotal Loss: 719.331\n\n 53%|#####2 | 132/250 [01:21<01:13, 1.60it/s]\nCLIP Loss: 716.845\tRange Loss: 0.000\tTV Loss: 1.294\tTotal Loss: 718.139\n\n 53%|#####3 | 133/250 [01:21<01:10, 1.65it/s]\nCLIP Loss: 710.406\tRange Loss: 0.000\tTV Loss: 1.373\tTotal Loss: 711.779\n\n 54%|#####3 | 134/250 [01:22<01:08, 1.68it/s]\nCLIP Loss: 710.860\tRange Loss: 0.000\tTV Loss: 1.506\tTotal Loss: 712.366\n\n 54%|#####4 | 135/250 [01:23<01:06, 1.72it/s]\nCLIP Loss: 716.375\tRange Loss: 0.000\tTV Loss: 1.613\tTotal Loss: 717.988\n\n 54%|#####4 | 136/250 [01:23<01:15, 1.52it/s]\nCLIP Loss: 714.501\tRange Loss: 0.000\tTV Loss: 1.723\tTotal Loss: 716.224\n\n 55%|#####4 | 137/250 [01:24<01:10, 1.60it/s]\nCLIP Loss: 717.909\tRange Loss: 0.000\tTV Loss: 1.841\tTotal Loss: 719.750\n\n 55%|#####5 | 138/250 [01:25<01:08, 1.64it/s]\nCLIP Loss: 709.713\tRange Loss: 0.000\tTV Loss: 1.942\tTotal Loss: 711.655\n\n 56%|#####5 | 139/250 [01:25<01:06, 1.68it/s]\nCLIP Loss: 711.385\tRange Loss: 0.000\tTV Loss: 2.102\tTotal Loss: 713.487\n\n 56%|#####6 | 140/250 [01:26<01:04, 1.71it/s]\nCLIP Loss: 708.012\tRange Loss: 0.000\tTV Loss: 2.181\tTotal Loss: 710.193\n\n 56%|#####6 | 141/250 [01:27<01:11, 1.52it/s]\nCLIP Loss: 706.836\tRange Loss: 0.000\tTV Loss: 2.322\tTotal Loss: 709.158\n\n 57%|#####6 | 142/250 [01:27<01:07, 1.60it/s]\nCLIP Loss: 713.383\tRange Loss: 0.000\tTV Loss: 2.458\tTotal Loss: 715.841\n\n 57%|#####7 | 143/250 [01:28<01:04, 1.65it/s]\nCLIP Loss: 706.827\tRange Loss: 0.000\tTV Loss: 2.556\tTotal Loss: 709.382\n\n 58%|#####7 | 144/250 [01:28<01:02, 1.70it/s]\nCLIP Loss: 709.669\tRange Loss: 0.000\tTV Loss: 2.693\tTotal Loss: 712.361\n\n 58%|#####8 | 145/250 [01:29<01:01, 1.72it/s]\nCLIP Loss: 707.035\tRange Loss: 0.000\tTV Loss: 2.848\tTotal Loss: 709.884\n\n 58%|#####8 | 146/250 [01:30<01:07, 1.53it/s]\nCLIP Loss: 709.377\tRange Loss: 0.000\tTV Loss: 3.011\tTotal Loss: 712.388\n\n 59%|#####8 | 147/250 [01:30<01:04, 1.61it/s]\nCLIP Loss: 711.391\tRange Loss: 0.000\tTV Loss: 3.199\tTotal Loss: 714.589\n\n 59%|#####9 | 148/250 [01:31<01:01, 1.66it/s]\nCLIP Loss: 709.233\tRange Loss: 0.000\tTV Loss: 3.414\tTotal Loss: 712.647\n\n 60%|#####9 | 149/250 [01:31<00:59, 1.69it/s]\nCLIP Loss: 712.342\tRange Loss: 0.000\tTV Loss: 3.634\tTotal Loss: 715.977\n\n 60%|###### | 150/250 [01:32<00:58, 1.72it/s]\nCLIP Loss: 706.052\tRange Loss: 0.000\tTV Loss: 3.820\tTotal Loss: 709.872\n\n 60%|###### | 151/250 [01:33<01:07, 1.47it/s]\nCLIP Loss: 713.589\tRange Loss: 0.000\tTV Loss: 4.043\tTotal Loss: 717.632\n\n 61%|###### | 152/250 [01:33<01:03, 1.55it/s]\nCLIP Loss: 711.002\tRange Loss: 0.000\tTV Loss: 4.247\tTotal Loss: 715.249\n\n 61%|######1 | 153/250 [01:34<01:00, 1.61it/s]\nCLIP Loss: 706.827\tRange Loss: 0.000\tTV Loss: 4.456\tTotal Loss: 711.283\n\n 62%|######1 | 154/250 [01:34<00:57, 1.66it/s]\nCLIP Loss: 709.849\tRange Loss: 0.000\tTV Loss: 4.705\tTotal Loss: 714.555\n\n 62%|######2 | 155/250 [01:35<00:55, 1.70it/s]\nCLIP Loss: 711.013\tRange Loss: 0.000\tTV Loss: 4.987\tTotal Loss: 716.001\n\n 62%|######2 | 156/250 [01:36<01:02, 1.49it/s]\nCLIP Loss: 710.985\tRange Loss: 0.000\tTV Loss: 5.227\tTotal Loss: 716.212\n\n 63%|######2 | 157/250 [01:36<00:58, 1.58it/s]\nCLIP Loss: 709.604\tRange Loss: 0.000\tTV Loss: 5.510\tTotal Loss: 715.115\n\n 63%|######3 | 158/250 [01:37<00:56, 1.62it/s]\nCLIP Loss: 711.173\tRange Loss: 0.000\tTV Loss: 5.761\tTotal Loss: 716.934\n\n 64%|######3 | 159/250 [01:37<00:54, 1.67it/s]\nCLIP Loss: 720.605\tRange Loss: 0.000\tTV Loss: 6.086\tTotal Loss: 726.692\n\n 64%|######4 | 160/250 [01:38<00:52, 1.71it/s]\nCLIP Loss: 714.010\tRange Loss: 0.000\tTV Loss: 6.414\tTotal Loss: 720.425\n\n 64%|######4 | 161/250 [01:39<00:58, 1.53it/s]\nCLIP Loss: 715.774\tRange Loss: 0.000\tTV Loss: 6.752\tTotal Loss: 722.525\n\n 65%|######4 | 162/250 [01:39<00:55, 1.60it/s]\nCLIP Loss: 713.044\tRange Loss: 0.000\tTV Loss: 7.090\tTotal Loss: 720.134\n\n 65%|######5 | 163/250 [01:40<00:52, 1.66it/s]\nCLIP Loss: 713.319\tRange Loss: 0.000\tTV Loss: 7.447\tTotal Loss: 720.766\n\n 66%|######5 | 164/250 [01:41<00:50, 1.70it/s]\nCLIP Loss: 709.081\tRange Loss: 0.000\tTV Loss: 7.827\tTotal Loss: 716.909\n\n 66%|######6 | 165/250 [01:41<00:49, 1.73it/s]\nCLIP Loss: 708.514\tRange Loss: 0.000\tTV Loss: 8.277\tTotal Loss: 716.791\n\n 66%|######6 | 166/250 [01:42<00:54, 1.53it/s]\nCLIP Loss: 713.192\tRange Loss: 0.000\tTV Loss: 8.623\tTotal Loss: 721.815\n\n 67%|######6 | 167/250 [01:42<00:51, 1.61it/s]\nCLIP Loss: 716.048\tRange Loss: 0.000\tTV Loss: 9.037\tTotal Loss: 725.085\n\n 67%|######7 | 168/250 [01:43<00:49, 1.66it/s]\nCLIP Loss: 715.705\tRange Loss: 0.000\tTV Loss: 9.412\tTotal Loss: 725.117\n\n 68%|######7 | 169/250 [01:44<00:47, 1.70it/s]\nCLIP Loss: 713.114\tRange Loss: 0.000\tTV Loss: 9.861\tTotal Loss: 722.975\n\n 68%|######8 | 170/250 [01:44<00:46, 1.72it/s]\nCLIP Loss: 713.528\tRange Loss: 0.000\tTV Loss: 10.314\tTotal Loss: 723.841\n\n 68%|######8 | 171/250 [01:45<00:53, 1.49it/s]\nCLIP Loss: 715.101\tRange Loss: 0.000\tTV Loss: 10.800\tTotal Loss: 725.901\n\n 69%|######8 | 172/250 [01:46<00:49, 1.58it/s]\nCLIP Loss: 714.692\tRange Loss: 0.000\tTV Loss: 11.264\tTotal Loss: 725.956\n\n 69%|######9 | 173/250 [01:46<00:46, 1.64it/s]\nCLIP Loss: 712.404\tRange Loss: 0.000\tTV Loss: 11.694\tTotal Loss: 724.099\n\n 70%|######9 | 174/250 [01:47<00:45, 1.68it/s]\nCLIP Loss: 712.760\tRange Loss: 0.000\tTV Loss: 12.197\tTotal Loss: 724.956\n\n 70%|####### | 175/250 [01:47<00:43, 1.71it/s]\nCLIP Loss: 715.815\tRange Loss: 0.000\tTV Loss: 12.603\tTotal Loss: 728.418\n\n 70%|####### | 176/250 [01:48<00:48, 1.52it/s]\nCLIP Loss: 717.850\tRange Loss: 0.000\tTV Loss: 13.063\tTotal Loss: 730.913\n\n 71%|####### | 177/250 [01:49<00:46, 1.58it/s]\nCLIP Loss: 715.247\tRange Loss: 0.000\tTV Loss: 13.610\tTotal Loss: 728.857\n\n 71%|#######1 | 178/250 [01:49<00:44, 1.64it/s]\nCLIP Loss: 715.295\tRange Loss: 0.000\tTV Loss: 14.067\tTotal Loss: 729.361\n\n 72%|#######1 | 179/250 [01:50<00:42, 1.68it/s]\nCLIP Loss: 717.967\tRange Loss: 0.000\tTV Loss: 14.542\tTotal Loss: 732.509\n\n 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s]\nCLIP Loss: 718.009\tRange Loss: 0.000\tTV Loss: 15.097\tTotal Loss: 733.106\n\n 72%|#######2 | 181/250 [01:51<00:46, 1.49it/s]\nCLIP Loss: 719.493\tRange Loss: 0.000\tTV Loss: 15.609\tTotal Loss: 735.102\n\n 73%|#######2 | 182/250 [01:52<00:43, 1.56it/s]\nCLIP Loss: 717.950\tRange Loss: 0.000\tTV Loss: 16.158\tTotal Loss: 734.109\n\n 73%|#######3 | 183/250 [01:52<00:41, 1.63it/s]\nCLIP Loss: 719.148\tRange Loss: 0.000\tTV Loss: 16.631\tTotal Loss: 735.778\n\n 74%|#######3 | 184/250 [01:53<00:39, 1.68it/s]\nCLIP Loss: 711.898\tRange Loss: 0.000\tTV Loss: 17.070\tTotal Loss: 728.968\n\n 74%|#######4 | 185/250 [01:53<00:37, 1.71it/s]\nCLIP Loss: 711.596\tRange Loss: 0.000\tTV Loss: 17.565\tTotal Loss: 729.161\n\n 74%|#######4 | 186/250 [01:54<00:42, 1.51it/s]\nCLIP Loss: 709.872\tRange Loss: 0.000\tTV Loss: 18.164\tTotal Loss: 728.036\n\n 75%|#######4 | 187/250 [01:55<00:39, 1.60it/s]\nCLIP Loss: 710.743\tRange Loss: 0.000\tTV Loss: 18.623\tTotal Loss: 729.366\n\n 75%|#######5 | 188/250 [01:55<00:37, 1.65it/s]\nCLIP Loss: 709.846\tRange Loss: 0.000\tTV Loss: 19.140\tTotal Loss: 728.986\n\n 76%|#######5 | 189/250 [01:56<00:35, 1.70it/s]\nCLIP Loss: 713.755\tRange Loss: 0.000\tTV Loss: 19.650\tTotal Loss: 733.404\n\n 76%|#######6 | 190/250 [01:56<00:34, 1.73it/s]\nCLIP Loss: 713.334\tRange Loss: 0.000\tTV Loss: 20.120\tTotal Loss: 733.454\n\n 76%|#######6 | 191/250 [01:57<00:39, 1.50it/s]\nCLIP Loss: 714.300\tRange Loss: 0.000\tTV Loss: 20.713\tTotal Loss: 735.014\n\n 77%|#######6 | 192/250 [01:58<00:36, 1.59it/s]\nCLIP Loss: 714.282\tRange Loss: 0.000\tTV Loss: 21.159\tTotal Loss: 735.441\n\n 77%|#######7 | 193/250 [01:58<00:34, 1.65it/s]\nCLIP Loss: 710.565\tRange Loss: 0.000\tTV Loss: 21.643\tTotal Loss: 732.207\n\n 78%|#######7 | 194/250 [01:59<00:33, 1.69it/s]\nCLIP Loss: 715.109\tRange Loss: 0.000\tTV Loss: 22.033\tTotal Loss: 737.142\n\n 78%|#######8 | 195/250 [02:00<00:31, 1.72it/s]\nCLIP Loss: 714.908\tRange Loss: 0.000\tTV Loss: 22.441\tTotal Loss: 737.349\n\n 78%|#######8 | 196/250 [02:00<00:34, 1.54it/s]\nCLIP Loss: 713.810\tRange Loss: 0.000\tTV Loss: 22.895\tTotal Loss: 736.705\n\n 79%|#######8 | 197/250 [02:01<00:32, 1.61it/s]\nCLIP Loss: 719.425\tRange Loss: 0.000\tTV Loss: 23.320\tTotal Loss: 742.744\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s]\nCLIP Loss: 710.520\tRange Loss: 0.000\tTV Loss: 23.713\tTotal Loss: 734.233\n\n 80%|#######9 | 199/250 [02:02<00:30, 1.70it/s]\nCLIP Loss: 714.940\tRange Loss: 0.000\tTV Loss: 23.995\tTotal Loss: 738.934\n\n 80%|######## | 200/250 [02:03<00:29, 1.72it/s]\nCLIP Loss: 715.792\tRange Loss: 0.000\tTV Loss: 24.219\tTotal Loss: 740.011\n\n 80%|######## | 201/250 [02:03<00:31, 1.54it/s]\nCLIP Loss: 713.717\tRange Loss: 0.000\tTV Loss: 24.497\tTotal Loss: 738.215\n\n 81%|######## | 202/250 [02:04<00:29, 1.61it/s]\nCLIP Loss: 715.889\tRange Loss: 0.000\tTV Loss: 24.723\tTotal Loss: 740.612\n\n 81%|########1 | 203/250 [02:04<00:28, 1.67it/s]\nCLIP Loss: 717.441\tRange Loss: 0.000\tTV Loss: 24.919\tTotal Loss: 742.360\n\n 82%|########1 | 204/250 [02:05<00:27, 1.70it/s]\nCLIP Loss: 710.456\tRange Loss: 0.000\tTV Loss: 25.057\tTotal Loss: 735.513\n\n 82%|########2 | 205/250 [02:06<00:25, 1.73it/s]\nCLIP Loss: 717.012\tRange Loss: 0.000\tTV Loss: 25.167\tTotal Loss: 742.179\n\n 82%|########2 | 206/250 [02:06<00:28, 1.55it/s]\nCLIP Loss: 715.633\tRange Loss: 0.000\tTV Loss: 25.202\tTotal Loss: 740.835\n\n 83%|########2 | 207/250 [02:07<00:26, 1.62it/s]\nCLIP Loss: 712.119\tRange Loss: 0.000\tTV Loss: 25.218\tTotal Loss: 737.337\n\n 83%|########3 | 208/250 [02:08<00:25, 1.66it/s]\nCLIP Loss: 712.567\tRange Loss: 0.000\tTV Loss: 25.303\tTotal Loss: 737.869\n\n 84%|########3 | 209/250 [02:08<00:24, 1.69it/s]\nCLIP Loss: 713.869\tRange Loss: 0.000\tTV Loss: 25.280\tTotal Loss: 739.149\n\n 84%|########4 | 210/250 [02:09<00:23, 1.71it/s]\nCLIP Loss: 713.659\tRange Loss: 0.000\tTV Loss: 25.290\tTotal Loss: 738.949\n\n 84%|########4 | 211/250 [02:09<00:25, 1.53it/s]\nCLIP Loss: 713.001\tRange Loss: 0.000\tTV Loss: 25.187\tTotal Loss: 738.188\n\n 85%|########4 | 212/250 [02:10<00:23, 1.60it/s]\nCLIP Loss: 710.318\tRange Loss: 0.000\tTV Loss: 25.034\tTotal Loss: 735.352\n\n 85%|########5 | 213/250 [02:11<00:22, 1.65it/s]\nCLIP Loss: 712.808\tRange Loss: 0.000\tTV Loss: 24.893\tTotal Loss: 737.701\n\n 86%|########5 | 214/250 [02:11<00:21, 1.69it/s]\nCLIP Loss: 716.153\tRange Loss: 0.000\tTV Loss: 24.724\tTotal Loss: 740.877\n\n 86%|########6 | 215/250 [02:12<00:20, 1.72it/s]\nCLIP Loss: 717.040\tRange Loss: 0.000\tTV Loss: 24.425\tTotal Loss: 741.466\n\n 86%|########6 | 216/250 [02:13<00:22, 1.53it/s]\nCLIP Loss: 709.825\tRange Loss: 0.000\tTV Loss: 24.095\tTotal Loss: 733.919\n\n 87%|########6 | 217/250 [02:13<00:20, 1.60it/s]\nCLIP Loss: 712.959\tRange Loss: 0.000\tTV Loss: 23.725\tTotal Loss: 736.684\n\n 87%|########7 | 218/250 [02:14<00:19, 1.64it/s]\nCLIP Loss: 712.639\tRange Loss: 0.000\tTV Loss: 23.270\tTotal Loss: 735.909\n\n 88%|########7 | 219/250 [02:14<00:18, 1.68it/s]\nCLIP Loss: 715.070\tRange Loss: 0.000\tTV Loss: 22.844\tTotal Loss: 737.914\n\n 88%|########8 | 220/250 [02:15<00:17, 1.71it/s]\nCLIP Loss: 714.184\tRange Loss: 0.000\tTV Loss: 22.379\tTotal Loss: 736.563\n\n 88%|########8 | 221/250 [02:16<00:18, 1.54it/s]\nCLIP Loss: 711.875\tRange Loss: 0.000\tTV Loss: 21.808\tTotal Loss: 733.683\n\n 89%|########8 | 222/250 [02:16<00:17, 1.61it/s]\nCLIP Loss: 715.359\tRange Loss: 0.000\tTV Loss: 21.249\tTotal Loss: 736.608\n\n 89%|########9 | 223/250 [02:17<00:16, 1.66it/s]\nCLIP Loss: 714.634\tRange Loss: 0.000\tTV Loss: 20.639\tTotal Loss: 735.273\n\n 90%|########9 | 224/250 [02:17<00:15, 1.70it/s]\nCLIP Loss: 715.908\tRange Loss: 0.000\tTV Loss: 19.967\tTotal Loss: 735.875\n\n 90%|######### | 225/250 [02:18<00:14, 1.74it/s]\nCLIP Loss: 715.060\tRange Loss: 0.000\tTV Loss: 19.258\tTotal Loss: 734.318\n\n 90%|######### | 226/250 [02:19<00:15, 1.52it/s]\nCLIP Loss: 713.606\tRange Loss: 0.000\tTV Loss: 18.499\tTotal Loss: 732.105\n\n 91%|######### | 227/250 [02:19<00:14, 1.60it/s]\nCLIP Loss: 710.629\tRange Loss: 0.000\tTV Loss: 17.746\tTotal Loss: 728.375\n\n 91%|#########1| 228/250 [02:20<00:13, 1.65it/s]\nCLIP Loss: 712.362\tRange Loss: 0.000\tTV Loss: 16.927\tTotal Loss: 729.289\n\n 92%|#########1| 229/250 [02:20<00:12, 1.69it/s]\nCLIP Loss: 714.132\tRange Loss: 0.000\tTV Loss: 16.021\tTotal Loss: 730.153\n\n 92%|#########2| 230/250 [02:21<00:11, 1.72it/s]\nCLIP Loss: 713.084\tRange Loss: 0.000\tTV Loss: 15.165\tTotal Loss: 728.249\n\n 92%|#########2| 231/250 [02:22<00:12, 1.53it/s]\nCLIP Loss: 710.506\tRange Loss: 0.000\tTV Loss: 14.283\tTotal Loss: 724.789\n\n 93%|#########2| 232/250 [02:22<00:11, 1.61it/s]\nCLIP Loss: 712.889\tRange Loss: 0.000\tTV Loss: 13.380\tTotal Loss: 726.270\n\n 93%|#########3| 233/250 [02:23<00:10, 1.67it/s]\nCLIP Loss: 710.659\tRange Loss: 0.000\tTV Loss: 12.472\tTotal Loss: 723.130\n\n 94%|#########3| 234/250 [02:23<00:09, 1.71it/s]\nCLIP Loss: 710.413\tRange Loss: 0.000\tTV Loss: 11.525\tTotal Loss: 721.938\n\n 94%|#########3| 235/250 [02:24<00:08, 1.73it/s]\nCLIP Loss: 714.452\tRange Loss: 0.000\tTV Loss: 10.606\tTotal Loss: 725.058\n\n 94%|#########4| 236/250 [02:25<00:09, 1.52it/s]\nCLIP Loss: 717.054\tRange Loss: 0.000\tTV Loss: 9.663\tTotal Loss: 726.718\n\n 95%|#########4| 237/250 [02:25<00:08, 1.60it/s]\nCLIP Loss: 719.554\tRange Loss: 0.000\tTV Loss: 8.742\tTotal Loss: 728.297\n\n 95%|#########5| 238/250 [02:26<00:07, 1.65it/s]\nCLIP Loss: 720.527\tRange Loss: 0.000\tTV Loss: 7.832\tTotal Loss: 728.359\n\n 96%|#########5| 239/250 [02:26<00:06, 1.69it/s]\nCLIP Loss: 715.906\tRange Loss: 0.000\tTV Loss: 6.957\tTotal Loss: 722.863\n\n 96%|#########6| 240/250 [02:27<00:05, 1.73it/s]\nCLIP Loss: 720.259\tRange Loss: 0.000\tTV Loss: 6.107\tTotal Loss: 726.366\n\n 96%|#########6| 241/250 [02:28<00:05, 1.53it/s]\nCLIP Loss: 723.600\tRange Loss: 0.000\tTV Loss: 5.294\tTotal Loss: 728.894\n\n 97%|#########6| 242/250 [02:28<00:04, 1.60it/s]\nCLIP Loss: 719.569\tRange Loss: 0.000\tTV Loss: 4.533\tTotal Loss: 724.102\n\n 97%|#########7| 243/250 [02:29<00:04, 1.66it/s]\nCLIP Loss: 715.977\tRange Loss: 0.000\tTV Loss: 3.799\tTotal Loss: 719.776\n\n 98%|#########7| 244/250 [02:29<00:03, 1.70it/s]\nCLIP Loss: 713.528\tRange Loss: 0.000\tTV Loss: 3.151\tTotal Loss: 716.679\n\n 98%|#########8| 245/250 [02:30<00:02, 1.72it/s]\nCLIP Loss: 715.395\tRange Loss: 0.000\tTV Loss: 2.547\tTotal Loss: 717.943\n\n 98%|#########8| 246/250 [02:31<00:02, 1.51it/s]\nCLIP Loss: 718.426\tRange Loss: 0.000\tTV Loss: 2.023\tTotal Loss: 720.449\n\n 99%|#########8| 247/250 [02:31<00:01, 1.59it/s]\nCLIP Loss: 710.512\tRange Loss: 0.000\tTV Loss: 1.590\tTotal Loss: 712.103\n\n 99%|#########9| 248/250 [02:32<00:01, 1.65it/s]\nCLIP Loss: 717.541\tRange Loss: 0.000\tTV Loss: 1.248\tTotal Loss: 718.789\n\n100%|#########9| 249/250 [02:33<00:00, 1.70it/s]\nCLIP Loss: 722.270\tRange Loss: 0.000\tTV Loss: 0.991\tTotal Loss: 723.261\n\n100%|##########| 250/250 [02:34<00:00, 1.27it/s]\n\n100%|##########| 250/250 [02:34<00:00, 1.62it/s]", "metrics": { "total_time": 155.752309 }, "output": [ { "file": "https://replicate.delivery/mgxm/7f5e1da2-5f2d-4013-bd19-6332c7f2cda2/0000.png" }, { "file": "https://replicate.delivery/mgxm/15d6353a-5dc7-4d65-b1da-caa3c4b898a0/0005.png" }, { "file": "https://replicate.delivery/mgxm/132b8282-0366-46de-86d8-1493ebbfa573/0010.png" }, { "file": "https://replicate.delivery/mgxm/2c3dfc3f-1ef9-43f5-a351-4bc90960d589/0015.png" }, { "file": "https://replicate.delivery/mgxm/c79990f9-54b8-463f-8a7b-e3945b3f2f9e/0020.png" }, { "file": "https://replicate.delivery/mgxm/97ff010c-0729-450a-b8e0-7e12299c6f11/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 957.039 Range Loss: 0.000 TV Loss: 5.386 Total Loss: 962.425 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:47, 1.49it/s] CLIP Loss: 941.441 Range Loss: 0.000 TV Loss: 2.308 Total Loss: 943.749 1%| | 2/250 [00:01<02:28, 1.67it/s] CLIP Loss: 935.065 Range Loss: 0.000 TV Loss: 2.388 Total Loss: 937.453 1%|1 | 3/250 [00:01<02:22, 1.73it/s] CLIP Loss: 919.895 Range Loss: 0.000 TV Loss: 3.141 Total Loss: 923.036 2%|1 | 4/250 [00:02<02:19, 1.76it/s] CLIP Loss: 929.638 Range Loss: 0.000 TV Loss: 5.754 Total Loss: 935.392 2%|2 | 5/250 [00:02<02:17, 1.78it/s] CLIP Loss: 915.551 Range Loss: 0.000 TV Loss: 6.444 Total Loss: 921.995 2%|2 | 6/250 [00:03<02:30, 1.62it/s] CLIP Loss: 916.660 Range Loss: 0.000 TV Loss: 4.388 Total Loss: 921.049 3%|2 | 7/250 [00:04<02:24, 1.68it/s] CLIP Loss: 916.732 Range Loss: 0.000 TV Loss: 2.816 Total Loss: 919.547 3%|3 | 8/250 [00:04<02:23, 1.69it/s] CLIP Loss: 907.302 Range Loss: 0.000 TV Loss: 2.465 Total Loss: 909.768 4%|3 | 9/250 [00:05<02:21, 1.71it/s] CLIP Loss: 915.320 Range Loss: 0.000 TV Loss: 1.727 Total Loss: 917.047 4%|4 | 10/250 [00:05<02:17, 1.74it/s] CLIP Loss: 903.431 Range Loss: 0.000 TV Loss: 1.639 Total Loss: 905.069 4%|4 | 11/250 [00:06<02:29, 1.60it/s] CLIP Loss: 885.070 Range Loss: 0.000 TV Loss: 1.191 Total Loss: 886.261 5%|4 | 12/250 [00:07<02:23, 1.66it/s] CLIP Loss: 875.588 Range Loss: 0.000 TV Loss: 1.309 Total Loss: 876.897 5%|5 | 13/250 [00:07<02:19, 1.70it/s] CLIP Loss: 865.749 Range Loss: 0.000 TV Loss: 1.713 Total Loss: 867.462 6%|5 | 14/250 [00:08<02:17, 1.72it/s] CLIP Loss: 859.110 Range Loss: 0.000 TV Loss: 0.875 Total Loss: 859.986 6%|6 | 15/250 [00:08<02:16, 1.73it/s] CLIP Loss: 857.322 Range Loss: 0.000 TV Loss: 0.862 Total Loss: 858.185 6%|6 | 16/250 [00:09<02:27, 1.58it/s] CLIP Loss: 844.617 Range Loss: 0.000 TV Loss: 0.844 Total Loss: 845.461 7%|6 | 17/250 [00:10<02:21, 1.65it/s] CLIP Loss: 828.484 Range Loss: 0.000 TV Loss: 0.755 Total Loss: 829.239 7%|7 | 18/250 [00:10<02:17, 1.69it/s] CLIP Loss: 823.838 Range Loss: 0.000 TV Loss: 0.765 Total Loss: 824.603 8%|7 | 19/250 [00:11<02:15, 1.70it/s] CLIP Loss: 831.334 Range Loss: 0.000 TV Loss: 0.627 Total Loss: 831.961 8%|8 | 20/250 [00:11<02:12, 1.73it/s] CLIP Loss: 820.715 Range Loss: 0.000 TV Loss: 0.600 Total Loss: 821.315 8%|8 | 21/250 [00:12<02:24, 1.58it/s] CLIP Loss: 825.225 Range Loss: 0.000 TV Loss: 0.513 Total Loss: 825.738 9%|8 | 22/250 [00:13<02:18, 1.65it/s] CLIP Loss: 823.021 Range Loss: 0.000 TV Loss: 0.511 Total Loss: 823.531 9%|9 | 23/250 [00:13<02:14, 1.68it/s] CLIP Loss: 826.033 Range Loss: 0.000 TV Loss: 0.541 Total Loss: 826.574 10%|9 | 24/250 [00:14<02:12, 1.71it/s] CLIP Loss: 832.366 Range Loss: 0.000 TV Loss: 0.631 Total Loss: 832.997 10%|# | 25/250 [00:14<02:10, 1.72it/s] CLIP Loss: 845.352 Range Loss: 0.000 TV Loss: 0.636 Total Loss: 845.988 10%|# | 26/250 [00:15<02:22, 1.58it/s] CLIP Loss: 841.306 Range Loss: 0.000 TV Loss: 0.543 Total Loss: 841.848 11%|# | 27/250 [00:16<02:15, 1.64it/s] CLIP Loss: 829.828 Range Loss: 0.000 TV Loss: 0.402 Total Loss: 830.230 11%|#1 | 28/250 [00:16<02:11, 1.69it/s] CLIP Loss: 813.946 Range Loss: 0.000 TV Loss: 0.439 Total Loss: 814.385 12%|#1 | 29/250 [00:17<02:08, 1.72it/s] CLIP Loss: 807.712 Range Loss: 0.000 TV Loss: 0.381 Total Loss: 808.093 12%|#2 | 30/250 [00:17<02:06, 1.74it/s] CLIP Loss: 831.997 Range Loss: 0.000 TV Loss: 0.301 Total Loss: 832.297 12%|#2 | 31/250 [00:18<02:31, 1.45it/s] CLIP Loss: 834.385 Range Loss: 0.000 TV Loss: 0.299 Total Loss: 834.684 13%|#2 | 32/250 [00:19<02:22, 1.52it/s] CLIP Loss: 813.135 Range Loss: 0.000 TV Loss: 0.311 Total Loss: 813.447 13%|#3 | 33/250 [00:19<02:16, 1.59it/s] CLIP Loss: 809.925 Range Loss: 0.000 TV Loss: 0.261 Total Loss: 810.185 14%|#3 | 34/250 [00:20<02:11, 1.64it/s] CLIP Loss: 827.692 Range Loss: 0.000 TV Loss: 0.300 Total Loss: 827.993 14%|#4 | 35/250 [00:21<02:09, 1.66it/s] CLIP Loss: 814.973 Range Loss: 0.000 TV Loss: 0.289 Total Loss: 815.262 14%|#4 | 36/250 [00:21<02:20, 1.52it/s] CLIP Loss: 813.756 Range Loss: 0.000 TV Loss: 0.320 Total Loss: 814.076 15%|#4 | 37/250 [00:22<02:13, 1.59it/s] CLIP Loss: 808.820 Range Loss: 0.000 TV Loss: 0.258 Total Loss: 809.079 15%|#5 | 38/250 [00:22<02:09, 1.64it/s] CLIP Loss: 810.398 Range Loss: 0.000 TV Loss: 0.298 Total Loss: 810.696 16%|#5 | 39/250 [00:23<02:05, 1.68it/s] CLIP Loss: 811.962 Range Loss: 0.000 TV Loss: 0.201 Total Loss: 812.163 16%|#6 | 40/250 [00:24<02:03, 1.70it/s] CLIP Loss: 804.151 Range Loss: 0.000 TV Loss: 0.264 Total Loss: 804.415 16%|#6 | 41/250 [00:24<02:17, 1.52it/s] CLIP Loss: 812.583 Range Loss: 0.000 TV Loss: 0.219 Total Loss: 812.802 17%|#6 | 42/250 [00:25<02:10, 1.60it/s] CLIP Loss: 801.074 Range Loss: 0.000 TV Loss: 0.242 Total Loss: 801.317 17%|#7 | 43/250 [00:26<02:05, 1.65it/s] CLIP Loss: 801.721 Range Loss: 0.000 TV Loss: 0.215 Total Loss: 801.936 18%|#7 | 44/250 [00:26<02:01, 1.69it/s] CLIP Loss: 804.742 Range Loss: 0.000 TV Loss: 0.256 Total Loss: 804.998 18%|#8 | 45/250 [00:27<02:00, 1.71it/s] CLIP Loss: 798.251 Range Loss: 0.000 TV Loss: 0.233 Total Loss: 798.484 18%|#8 | 46/250 [00:27<02:12, 1.54it/s] CLIP Loss: 798.334 Range Loss: 0.000 TV Loss: 0.174 Total Loss: 798.508 19%|#8 | 47/250 [00:28<02:06, 1.60it/s] CLIP Loss: 800.191 Range Loss: 0.000 TV Loss: 0.203 Total Loss: 800.394 19%|#9 | 48/250 [00:29<02:02, 1.65it/s] CLIP Loss: 801.981 Range Loss: 0.000 TV Loss: 0.206 Total Loss: 802.187 20%|#9 | 49/250 [00:29<01:58, 1.69it/s] CLIP Loss: 789.224 Range Loss: 0.000 TV Loss: 0.198 Total Loss: 789.423 20%|## | 50/250 [00:30<01:56, 1.72it/s] CLIP Loss: 794.841 Range Loss: 0.000 TV Loss: 0.167 Total Loss: 795.008 20%|## | 51/250 [00:31<02:09, 1.54it/s] CLIP Loss: 794.880 Range Loss: 0.000 TV Loss: 0.197 Total Loss: 795.077 21%|## | 52/250 [00:31<02:03, 1.61it/s] CLIP Loss: 796.795 Range Loss: 0.000 TV Loss: 0.168 Total Loss: 796.963 21%|##1 | 53/250 [00:32<01:58, 1.66it/s] CLIP Loss: 797.955 Range Loss: 0.000 TV Loss: 0.133 Total Loss: 798.088 22%|##1 | 54/250 [00:32<01:55, 1.69it/s] CLIP Loss: 813.297 Range Loss: 0.000 TV Loss: 0.188 Total Loss: 813.485 22%|##2 | 55/250 [00:33<01:53, 1.71it/s] CLIP Loss: 793.240 Range Loss: 0.000 TV Loss: 0.108 Total Loss: 793.348 22%|##2 | 56/250 [00:34<02:07, 1.52it/s] CLIP Loss: 790.267 Range Loss: 0.000 TV Loss: 0.103 Total Loss: 790.369 23%|##2 | 57/250 [00:34<02:00, 1.60it/s] CLIP Loss: 804.033 Range Loss: 0.000 TV Loss: 0.110 Total Loss: 804.143 23%|##3 | 58/250 [00:35<01:56, 1.64it/s] CLIP Loss: 800.921 Range Loss: 0.000 TV Loss: 0.073 Total Loss: 800.994 24%|##3 | 59/250 [00:35<01:53, 1.69it/s] CLIP Loss: 795.625 Range Loss: 0.000 TV Loss: 0.090 Total Loss: 795.715 24%|##4 | 60/250 [00:36<01:51, 1.71it/s] CLIP Loss: 785.925 Range Loss: 0.000 TV Loss: 0.074 Total Loss: 785.999 24%|##4 | 61/250 [00:37<02:07, 1.48it/s] CLIP Loss: 770.099 Range Loss: 0.000 TV Loss: 0.068 Total Loss: 770.167 25%|##4 | 62/250 [00:37<02:00, 1.56it/s] CLIP Loss: 762.974 Range Loss: 0.000 TV Loss: 0.085 Total Loss: 763.059 25%|##5 | 63/250 [00:38<01:55, 1.62it/s] CLIP Loss: 771.100 Range Loss: 0.000 TV Loss: 0.100 Total Loss: 771.200 26%|##5 | 64/250 [00:38<01:52, 1.65it/s] CLIP Loss: 779.526 Range Loss: 0.000 TV Loss: 0.087 Total Loss: 779.613 26%|##6 | 65/250 [00:39<01:50, 1.68it/s] CLIP Loss: 787.813 Range Loss: 0.000 TV Loss: 0.103 Total Loss: 787.916 26%|##6 | 66/250 [00:40<02:02, 1.50it/s] CLIP Loss: 770.444 Range Loss: 0.000 TV Loss: 0.078 Total Loss: 770.522 27%|##6 | 67/250 [00:40<01:55, 1.58it/s] CLIP Loss: 775.791 Range Loss: 0.000 TV Loss: 0.086 Total Loss: 775.877 27%|##7 | 68/250 [00:41<01:51, 1.63it/s] CLIP Loss: 768.780 Range Loss: 0.000 TV Loss: 0.094 Total Loss: 768.874 28%|##7 | 69/250 [00:42<01:48, 1.67it/s] CLIP Loss: 766.668 Range Loss: 0.000 TV Loss: 0.098 Total Loss: 766.766 28%|##8 | 70/250 [00:42<01:45, 1.71it/s] CLIP Loss: 791.172 Range Loss: 0.000 TV Loss: 0.064 Total Loss: 791.236 28%|##8 | 71/250 [00:43<02:00, 1.48it/s] CLIP Loss: 791.512 Range Loss: 0.000 TV Loss: 0.073 Total Loss: 791.585 29%|##8 | 72/250 [00:44<01:53, 1.57it/s] CLIP Loss: 779.058 Range Loss: 0.000 TV Loss: 0.101 Total Loss: 779.159 29%|##9 | 73/250 [00:44<01:48, 1.63it/s] CLIP Loss: 775.273 Range Loss: 0.000 TV Loss: 0.073 Total Loss: 775.346 30%|##9 | 74/250 [00:45<01:45, 1.68it/s] CLIP Loss: 794.986 Range Loss: 0.000 TV Loss: 0.079 Total Loss: 795.065 30%|### | 75/250 [00:45<01:42, 1.70it/s] CLIP Loss: 770.956 Range Loss: 0.000 TV Loss: 0.099 Total Loss: 771.055 30%|### | 76/250 [00:46<02:01, 1.43it/s] CLIP Loss: 763.537 Range Loss: 0.000 TV Loss: 0.105 Total Loss: 763.642 31%|### | 77/250 [00:47<01:53, 1.52it/s] CLIP Loss: 766.530 Range Loss: 0.000 TV Loss: 0.078 Total Loss: 766.608 31%|###1 | 78/250 [00:47<01:48, 1.58it/s] CLIP Loss: 767.809 Range Loss: 0.000 TV Loss: 0.071 Total Loss: 767.880 32%|###1 | 79/250 [00:48<01:45, 1.62it/s] CLIP Loss: 792.741 Range Loss: 0.000 TV Loss: 0.083 Total Loss: 792.825 32%|###2 | 80/250 [00:48<01:41, 1.67it/s] CLIP Loss: 777.798 Range Loss: 0.000 TV Loss: 0.075 Total Loss: 777.873 32%|###2 | 81/250 [00:49<01:57, 1.44it/s] CLIP Loss: 765.750 Range Loss: 0.000 TV Loss: 0.086 Total Loss: 765.836 33%|###2 | 82/250 [00:50<01:49, 1.54it/s] CLIP Loss: 764.714 Range Loss: 0.000 TV Loss: 0.069 Total Loss: 764.783 33%|###3 | 83/250 [00:50<01:44, 1.60it/s] CLIP Loss: 756.997 Range Loss: 0.000 TV Loss: 0.066 Total Loss: 757.063 34%|###3 | 84/250 [00:51<01:41, 1.64it/s] CLIP Loss: 773.945 Range Loss: 0.000 TV Loss: 0.074 Total Loss: 774.019 34%|###4 | 85/250 [00:52<01:38, 1.68it/s] CLIP Loss: 773.700 Range Loss: 0.000 TV Loss: 0.116 Total Loss: 773.817 34%|###4 | 86/250 [00:52<01:50, 1.48it/s] CLIP Loss: 757.989 Range Loss: 0.000 TV Loss: 0.101 Total Loss: 758.090 35%|###4 | 87/250 [00:53<01:44, 1.57it/s] CLIP Loss: 768.932 Range Loss: 0.000 TV Loss: 0.098 Total Loss: 769.030 35%|###5 | 88/250 [00:54<01:39, 1.62it/s] CLIP Loss: 755.540 Range Loss: 0.000 TV Loss: 0.108 Total Loss: 755.648 36%|###5 | 89/250 [00:54<01:36, 1.67it/s] CLIP Loss: 756.089 Range Loss: 0.000 TV Loss: 0.110 Total Loss: 756.199 36%|###6 | 90/250 [00:55<01:33, 1.71it/s] CLIP Loss: 749.801 Range Loss: 0.000 TV Loss: 0.124 Total Loss: 749.925 36%|###6 | 91/250 [00:56<01:49, 1.45it/s] CLIP Loss: 741.276 Range Loss: 0.000 TV Loss: 0.107 Total Loss: 741.382 37%|###6 | 92/250 [00:56<01:43, 1.53it/s] CLIP Loss: 736.888 Range Loss: 0.000 TV Loss: 0.101 Total Loss: 736.988 37%|###7 | 93/250 [00:57<01:38, 1.59it/s] CLIP Loss: 740.625 Range Loss: 0.000 TV Loss: 0.100 Total Loss: 740.725 38%|###7 | 94/250 [00:57<01:34, 1.65it/s] CLIP Loss: 740.920 Range Loss: 0.000 TV Loss: 0.133 Total Loss: 741.053 38%|###8 | 95/250 [00:58<01:31, 1.69it/s] CLIP Loss: 827.751 Range Loss: 0.000 TV Loss: 0.129 Total Loss: 827.880 38%|###8 | 96/250 [00:59<01:43, 1.49it/s] CLIP Loss: 763.974 Range Loss: 0.000 TV Loss: 0.138 Total Loss: 764.112 39%|###8 | 97/250 [00:59<01:37, 1.57it/s] CLIP Loss: 744.057 Range Loss: 0.000 TV Loss: 0.145 Total Loss: 744.202 39%|###9 | 98/250 [01:00<01:33, 1.63it/s] CLIP Loss: 727.796 Range Loss: 0.000 TV Loss: 0.129 Total Loss: 727.925 40%|###9 | 99/250 [01:00<01:29, 1.68it/s] CLIP Loss: 723.408 Range Loss: 0.000 TV Loss: 0.135 Total Loss: 723.543 40%|#### | 100/250 [01:01<01:27, 1.71it/s] CLIP Loss: 729.945 Range Loss: 0.000 TV Loss: 0.145 Total Loss: 730.091 40%|#### | 101/250 [01:02<01:39, 1.49it/s] CLIP Loss: 725.992 Range Loss: 0.000 TV Loss: 0.159 Total Loss: 726.151 41%|#### | 102/250 [01:02<01:33, 1.58it/s] CLIP Loss: 735.627 Range Loss: 0.000 TV Loss: 0.163 Total Loss: 735.790 41%|####1 | 103/250 [01:03<01:30, 1.63it/s] CLIP Loss: 771.711 Range Loss: 0.000 TV Loss: 0.186 Total Loss: 771.897 42%|####1 | 104/250 [01:03<01:26, 1.68it/s] CLIP Loss: 754.563 Range Loss: 0.000 TV Loss: 0.178 Total Loss: 754.741 42%|####2 | 105/250 [01:04<01:24, 1.71it/s] CLIP Loss: 736.633 Range Loss: 0.000 TV Loss: 0.195 Total Loss: 736.828 42%|####2 | 106/250 [01:05<01:38, 1.46it/s] CLIP Loss: 726.772 Range Loss: 0.000 TV Loss: 0.195 Total Loss: 726.967 43%|####2 | 107/250 [01:06<01:31, 1.56it/s] CLIP Loss: 729.623 Range Loss: 0.000 TV Loss: 0.210 Total Loss: 729.834 43%|####3 | 108/250 [01:06<01:27, 1.62it/s] CLIP Loss: 726.010 Range Loss: 0.000 TV Loss: 0.223 Total Loss: 726.232 44%|####3 | 109/250 [01:07<01:24, 1.67it/s] CLIP Loss: 732.667 Range Loss: 0.000 TV Loss: 0.240 Total Loss: 732.907 44%|####4 | 110/250 [01:07<01:23, 1.68it/s] CLIP Loss: 758.077 Range Loss: 0.000 TV Loss: 0.279 Total Loss: 758.356 44%|####4 | 111/250 [01:08<01:33, 1.49it/s] CLIP Loss: 747.906 Range Loss: 0.000 TV Loss: 0.323 Total Loss: 748.229 45%|####4 | 112/250 [01:09<01:27, 1.57it/s] CLIP Loss: 740.271 Range Loss: 0.000 TV Loss: 0.343 Total Loss: 740.614 45%|####5 | 113/250 [01:09<01:24, 1.62it/s] CLIP Loss: 737.958 Range Loss: 0.000 TV Loss: 0.327 Total Loss: 738.285 46%|####5 | 114/250 [01:10<01:21, 1.67it/s] CLIP Loss: 732.009 Range Loss: 0.000 TV Loss: 0.345 Total Loss: 732.353 46%|####6 | 115/250 [01:10<01:19, 1.70it/s] CLIP Loss: 723.599 Range Loss: 0.000 TV Loss: 0.346 Total Loss: 723.945 46%|####6 | 116/250 [01:11<01:29, 1.49it/s] CLIP Loss: 727.856 Range Loss: 0.000 TV Loss: 0.402 Total Loss: 728.258 47%|####6 | 117/250 [01:12<01:24, 1.58it/s] CLIP Loss: 736.656 Range Loss: 0.000 TV Loss: 0.421 Total Loss: 737.077 47%|####7 | 118/250 [01:12<01:20, 1.64it/s] CLIP Loss: 724.482 Range Loss: 0.000 TV Loss: 0.461 Total Loss: 724.942 48%|####7 | 119/250 [01:13<01:17, 1.68it/s] CLIP Loss: 719.901 Range Loss: 0.000 TV Loss: 0.462 Total Loss: 720.363 48%|####8 | 120/250 [01:13<01:15, 1.72it/s] CLIP Loss: 720.093 Range Loss: 0.000 TV Loss: 0.504 Total Loss: 720.597 48%|####8 | 121/250 [01:14<01:27, 1.48it/s] CLIP Loss: 714.107 Range Loss: 0.000 TV Loss: 0.552 Total Loss: 714.659 49%|####8 | 122/250 [01:15<01:21, 1.56it/s] CLIP Loss: 729.645 Range Loss: 0.000 TV Loss: 0.608 Total Loss: 730.253 49%|####9 | 123/250 [01:15<01:18, 1.63it/s] CLIP Loss: 736.726 Range Loss: 0.000 TV Loss: 0.625 Total Loss: 737.351 50%|####9 | 124/250 [01:16<01:15, 1.67it/s] CLIP Loss: 719.848 Range Loss: 0.000 TV Loss: 0.688 Total Loss: 720.536 50%|##### | 125/250 [01:17<01:13, 1.71it/s] CLIP Loss: 713.452 Range Loss: 0.000 TV Loss: 0.738 Total Loss: 714.191 50%|##### | 126/250 [01:17<01:20, 1.53it/s] CLIP Loss: 710.773 Range Loss: 0.000 TV Loss: 0.828 Total Loss: 711.602 51%|##### | 127/250 [01:18<01:16, 1.61it/s] CLIP Loss: 711.248 Range Loss: 0.000 TV Loss: 0.865 Total Loss: 712.113 51%|#####1 | 128/250 [01:18<01:13, 1.65it/s] CLIP Loss: 705.818 Range Loss: 0.000 TV Loss: 0.960 Total Loss: 706.778 52%|#####1 | 129/250 [01:19<01:11, 1.70it/s] CLIP Loss: 711.262 Range Loss: 0.000 TV Loss: 1.060 Total Loss: 712.322 52%|#####2 | 130/250 [01:20<01:09, 1.72it/s] CLIP Loss: 709.984 Range Loss: 0.000 TV Loss: 1.145 Total Loss: 711.130 52%|#####2 | 131/250 [01:20<01:17, 1.53it/s] CLIP Loss: 718.128 Range Loss: 0.000 TV Loss: 1.202 Total Loss: 719.331 53%|#####2 | 132/250 [01:21<01:13, 1.60it/s] CLIP Loss: 716.845 Range Loss: 0.000 TV Loss: 1.294 Total Loss: 718.139 53%|#####3 | 133/250 [01:21<01:10, 1.65it/s] CLIP Loss: 710.406 Range Loss: 0.000 TV Loss: 1.373 Total Loss: 711.779 54%|#####3 | 134/250 [01:22<01:08, 1.68it/s] CLIP Loss: 710.860 Range Loss: 0.000 TV Loss: 1.506 Total Loss: 712.366 54%|#####4 | 135/250 [01:23<01:06, 1.72it/s] CLIP Loss: 716.375 Range Loss: 0.000 TV Loss: 1.613 Total Loss: 717.988 54%|#####4 | 136/250 [01:23<01:15, 1.52it/s] CLIP Loss: 714.501 Range Loss: 0.000 TV Loss: 1.723 Total Loss: 716.224 55%|#####4 | 137/250 [01:24<01:10, 1.60it/s] CLIP Loss: 717.909 Range Loss: 0.000 TV Loss: 1.841 Total Loss: 719.750 55%|#####5 | 138/250 [01:25<01:08, 1.64it/s] CLIP Loss: 709.713 Range Loss: 0.000 TV Loss: 1.942 Total Loss: 711.655 56%|#####5 | 139/250 [01:25<01:06, 1.68it/s] CLIP Loss: 711.385 Range Loss: 0.000 TV Loss: 2.102 Total Loss: 713.487 56%|#####6 | 140/250 [01:26<01:04, 1.71it/s] CLIP Loss: 708.012 Range Loss: 0.000 TV Loss: 2.181 Total Loss: 710.193 56%|#####6 | 141/250 [01:27<01:11, 1.52it/s] CLIP Loss: 706.836 Range Loss: 0.000 TV Loss: 2.322 Total Loss: 709.158 57%|#####6 | 142/250 [01:27<01:07, 1.60it/s] CLIP Loss: 713.383 Range Loss: 0.000 TV Loss: 2.458 Total Loss: 715.841 57%|#####7 | 143/250 [01:28<01:04, 1.65it/s] CLIP Loss: 706.827 Range Loss: 0.000 TV Loss: 2.556 Total Loss: 709.382 58%|#####7 | 144/250 [01:28<01:02, 1.70it/s] CLIP Loss: 709.669 Range Loss: 0.000 TV Loss: 2.693 Total Loss: 712.361 58%|#####8 | 145/250 [01:29<01:01, 1.72it/s] CLIP Loss: 707.035 Range Loss: 0.000 TV Loss: 2.848 Total Loss: 709.884 58%|#####8 | 146/250 [01:30<01:07, 1.53it/s] CLIP Loss: 709.377 Range Loss: 0.000 TV Loss: 3.011 Total Loss: 712.388 59%|#####8 | 147/250 [01:30<01:04, 1.61it/s] CLIP Loss: 711.391 Range Loss: 0.000 TV Loss: 3.199 Total Loss: 714.589 59%|#####9 | 148/250 [01:31<01:01, 1.66it/s] CLIP Loss: 709.233 Range Loss: 0.000 TV Loss: 3.414 Total Loss: 712.647 60%|#####9 | 149/250 [01:31<00:59, 1.69it/s] CLIP Loss: 712.342 Range Loss: 0.000 TV Loss: 3.634 Total Loss: 715.977 60%|###### | 150/250 [01:32<00:58, 1.72it/s] CLIP Loss: 706.052 Range Loss: 0.000 TV Loss: 3.820 Total Loss: 709.872 60%|###### | 151/250 [01:33<01:07, 1.47it/s] CLIP Loss: 713.589 Range Loss: 0.000 TV Loss: 4.043 Total Loss: 717.632 61%|###### | 152/250 [01:33<01:03, 1.55it/s] CLIP Loss: 711.002 Range Loss: 0.000 TV Loss: 4.247 Total Loss: 715.249 61%|######1 | 153/250 [01:34<01:00, 1.61it/s] CLIP Loss: 706.827 Range Loss: 0.000 TV Loss: 4.456 Total Loss: 711.283 62%|######1 | 154/250 [01:34<00:57, 1.66it/s] CLIP Loss: 709.849 Range Loss: 0.000 TV Loss: 4.705 Total Loss: 714.555 62%|######2 | 155/250 [01:35<00:55, 1.70it/s] CLIP Loss: 711.013 Range Loss: 0.000 TV Loss: 4.987 Total Loss: 716.001 62%|######2 | 156/250 [01:36<01:02, 1.49it/s] CLIP Loss: 710.985 Range Loss: 0.000 TV Loss: 5.227 Total Loss: 716.212 63%|######2 | 157/250 [01:36<00:58, 1.58it/s] CLIP Loss: 709.604 Range Loss: 0.000 TV Loss: 5.510 Total Loss: 715.115 63%|######3 | 158/250 [01:37<00:56, 1.62it/s] CLIP Loss: 711.173 Range Loss: 0.000 TV Loss: 5.761 Total Loss: 716.934 64%|######3 | 159/250 [01:37<00:54, 1.67it/s] CLIP Loss: 720.605 Range Loss: 0.000 TV Loss: 6.086 Total Loss: 726.692 64%|######4 | 160/250 [01:38<00:52, 1.71it/s] CLIP Loss: 714.010 Range Loss: 0.000 TV Loss: 6.414 Total Loss: 720.425 64%|######4 | 161/250 [01:39<00:58, 1.53it/s] CLIP Loss: 715.774 Range Loss: 0.000 TV Loss: 6.752 Total Loss: 722.525 65%|######4 | 162/250 [01:39<00:55, 1.60it/s] CLIP Loss: 713.044 Range Loss: 0.000 TV Loss: 7.090 Total Loss: 720.134 65%|######5 | 163/250 [01:40<00:52, 1.66it/s] CLIP Loss: 713.319 Range Loss: 0.000 TV Loss: 7.447 Total Loss: 720.766 66%|######5 | 164/250 [01:41<00:50, 1.70it/s] CLIP Loss: 709.081 Range Loss: 0.000 TV Loss: 7.827 Total Loss: 716.909 66%|######6 | 165/250 [01:41<00:49, 1.73it/s] CLIP Loss: 708.514 Range Loss: 0.000 TV Loss: 8.277 Total Loss: 716.791 66%|######6 | 166/250 [01:42<00:54, 1.53it/s] CLIP Loss: 713.192 Range Loss: 0.000 TV Loss: 8.623 Total Loss: 721.815 67%|######6 | 167/250 [01:42<00:51, 1.61it/s] CLIP Loss: 716.048 Range Loss: 0.000 TV Loss: 9.037 Total Loss: 725.085 67%|######7 | 168/250 [01:43<00:49, 1.66it/s] CLIP Loss: 715.705 Range Loss: 0.000 TV Loss: 9.412 Total Loss: 725.117 68%|######7 | 169/250 [01:44<00:47, 1.70it/s] CLIP Loss: 713.114 Range Loss: 0.000 TV Loss: 9.861 Total Loss: 722.975 68%|######8 | 170/250 [01:44<00:46, 1.72it/s] CLIP Loss: 713.528 Range Loss: 0.000 TV Loss: 10.314 Total Loss: 723.841 68%|######8 | 171/250 [01:45<00:53, 1.49it/s] CLIP Loss: 715.101 Range Loss: 0.000 TV Loss: 10.800 Total Loss: 725.901 69%|######8 | 172/250 [01:46<00:49, 1.58it/s] CLIP Loss: 714.692 Range Loss: 0.000 TV Loss: 11.264 Total Loss: 725.956 69%|######9 | 173/250 [01:46<00:46, 1.64it/s] CLIP Loss: 712.404 Range Loss: 0.000 TV Loss: 11.694 Total Loss: 724.099 70%|######9 | 174/250 [01:47<00:45, 1.68it/s] CLIP Loss: 712.760 Range Loss: 0.000 TV Loss: 12.197 Total Loss: 724.956 70%|####### | 175/250 [01:47<00:43, 1.71it/s] CLIP Loss: 715.815 Range Loss: 0.000 TV Loss: 12.603 Total Loss: 728.418 70%|####### | 176/250 [01:48<00:48, 1.52it/s] CLIP Loss: 717.850 Range Loss: 0.000 TV Loss: 13.063 Total Loss: 730.913 71%|####### | 177/250 [01:49<00:46, 1.58it/s] CLIP Loss: 715.247 Range Loss: 0.000 TV Loss: 13.610 Total Loss: 728.857 71%|#######1 | 178/250 [01:49<00:44, 1.64it/s] CLIP Loss: 715.295 Range Loss: 0.000 TV Loss: 14.067 Total Loss: 729.361 72%|#######1 | 179/250 [01:50<00:42, 1.68it/s] CLIP Loss: 717.967 Range Loss: 0.000 TV Loss: 14.542 Total Loss: 732.509 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s] CLIP Loss: 718.009 Range Loss: 0.000 TV Loss: 15.097 Total Loss: 733.106 72%|#######2 | 181/250 [01:51<00:46, 1.49it/s] CLIP Loss: 719.493 Range Loss: 0.000 TV Loss: 15.609 Total Loss: 735.102 73%|#######2 | 182/250 [01:52<00:43, 1.56it/s] CLIP Loss: 717.950 Range Loss: 0.000 TV Loss: 16.158 Total Loss: 734.109 73%|#######3 | 183/250 [01:52<00:41, 1.63it/s] CLIP Loss: 719.148 Range Loss: 0.000 TV Loss: 16.631 Total Loss: 735.778 74%|#######3 | 184/250 [01:53<00:39, 1.68it/s] CLIP Loss: 711.898 Range Loss: 0.000 TV Loss: 17.070 Total Loss: 728.968 74%|#######4 | 185/250 [01:53<00:37, 1.71it/s] CLIP Loss: 711.596 Range Loss: 0.000 TV Loss: 17.565 Total Loss: 729.161 74%|#######4 | 186/250 [01:54<00:42, 1.51it/s] CLIP Loss: 709.872 Range Loss: 0.000 TV Loss: 18.164 Total Loss: 728.036 75%|#######4 | 187/250 [01:55<00:39, 1.60it/s] CLIP Loss: 710.743 Range Loss: 0.000 TV Loss: 18.623 Total Loss: 729.366 75%|#######5 | 188/250 [01:55<00:37, 1.65it/s] CLIP Loss: 709.846 Range Loss: 0.000 TV Loss: 19.140 Total Loss: 728.986 76%|#######5 | 189/250 [01:56<00:35, 1.70it/s] CLIP Loss: 713.755 Range Loss: 0.000 TV Loss: 19.650 Total Loss: 733.404 76%|#######6 | 190/250 [01:56<00:34, 1.73it/s] CLIP Loss: 713.334 Range Loss: 0.000 TV Loss: 20.120 Total Loss: 733.454 76%|#######6 | 191/250 [01:57<00:39, 1.50it/s] CLIP Loss: 714.300 Range Loss: 0.000 TV Loss: 20.713 Total Loss: 735.014 77%|#######6 | 192/250 [01:58<00:36, 1.59it/s] CLIP Loss: 714.282 Range Loss: 0.000 TV Loss: 21.159 Total Loss: 735.441 77%|#######7 | 193/250 [01:58<00:34, 1.65it/s] CLIP Loss: 710.565 Range Loss: 0.000 TV Loss: 21.643 Total Loss: 732.207 78%|#######7 | 194/250 [01:59<00:33, 1.69it/s] CLIP Loss: 715.109 Range Loss: 0.000 TV Loss: 22.033 Total Loss: 737.142 78%|#######8 | 195/250 [02:00<00:31, 1.72it/s] CLIP Loss: 714.908 Range Loss: 0.000 TV Loss: 22.441 Total Loss: 737.349 78%|#######8 | 196/250 [02:00<00:34, 1.54it/s] CLIP Loss: 713.810 Range Loss: 0.000 TV Loss: 22.895 Total Loss: 736.705 79%|#######8 | 197/250 [02:01<00:32, 1.61it/s] CLIP Loss: 719.425 Range Loss: 0.000 TV Loss: 23.320 Total Loss: 742.744 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s] CLIP Loss: 710.520 Range Loss: 0.000 TV Loss: 23.713 Total Loss: 734.233 80%|#######9 | 199/250 [02:02<00:30, 1.70it/s] CLIP Loss: 714.940 Range Loss: 0.000 TV Loss: 23.995 Total Loss: 738.934 80%|######## | 200/250 [02:03<00:29, 1.72it/s] CLIP Loss: 715.792 Range Loss: 0.000 TV Loss: 24.219 Total Loss: 740.011 80%|######## | 201/250 [02:03<00:31, 1.54it/s] CLIP Loss: 713.717 Range Loss: 0.000 TV Loss: 24.497 Total Loss: 738.215 81%|######## | 202/250 [02:04<00:29, 1.61it/s] CLIP Loss: 715.889 Range Loss: 0.000 TV Loss: 24.723 Total Loss: 740.612 81%|########1 | 203/250 [02:04<00:28, 1.67it/s] CLIP Loss: 717.441 Range Loss: 0.000 TV Loss: 24.919 Total Loss: 742.360 82%|########1 | 204/250 [02:05<00:27, 1.70it/s] CLIP Loss: 710.456 Range Loss: 0.000 TV Loss: 25.057 Total Loss: 735.513 82%|########2 | 205/250 [02:06<00:25, 1.73it/s] CLIP Loss: 717.012 Range Loss: 0.000 TV Loss: 25.167 Total Loss: 742.179 82%|########2 | 206/250 [02:06<00:28, 1.55it/s] CLIP Loss: 715.633 Range Loss: 0.000 TV Loss: 25.202 Total Loss: 740.835 83%|########2 | 207/250 [02:07<00:26, 1.62it/s] CLIP Loss: 712.119 Range Loss: 0.000 TV Loss: 25.218 Total Loss: 737.337 83%|########3 | 208/250 [02:08<00:25, 1.66it/s] CLIP Loss: 712.567 Range Loss: 0.000 TV Loss: 25.303 Total Loss: 737.869 84%|########3 | 209/250 [02:08<00:24, 1.69it/s] CLIP Loss: 713.869 Range Loss: 0.000 TV Loss: 25.280 Total Loss: 739.149 84%|########4 | 210/250 [02:09<00:23, 1.71it/s] CLIP Loss: 713.659 Range Loss: 0.000 TV Loss: 25.290 Total Loss: 738.949 84%|########4 | 211/250 [02:09<00:25, 1.53it/s] CLIP Loss: 713.001 Range Loss: 0.000 TV Loss: 25.187 Total Loss: 738.188 85%|########4 | 212/250 [02:10<00:23, 1.60it/s] CLIP Loss: 710.318 Range Loss: 0.000 TV Loss: 25.034 Total Loss: 735.352 85%|########5 | 213/250 [02:11<00:22, 1.65it/s] CLIP Loss: 712.808 Range Loss: 0.000 TV Loss: 24.893 Total Loss: 737.701 86%|########5 | 214/250 [02:11<00:21, 1.69it/s] CLIP Loss: 716.153 Range Loss: 0.000 TV Loss: 24.724 Total Loss: 740.877 86%|########6 | 215/250 [02:12<00:20, 1.72it/s] CLIP Loss: 717.040 Range Loss: 0.000 TV Loss: 24.425 Total Loss: 741.466 86%|########6 | 216/250 [02:13<00:22, 1.53it/s] CLIP Loss: 709.825 Range Loss: 0.000 TV Loss: 24.095 Total Loss: 733.919 87%|########6 | 217/250 [02:13<00:20, 1.60it/s] CLIP Loss: 712.959 Range Loss: 0.000 TV Loss: 23.725 Total Loss: 736.684 87%|########7 | 218/250 [02:14<00:19, 1.64it/s] CLIP Loss: 712.639 Range Loss: 0.000 TV Loss: 23.270 Total Loss: 735.909 88%|########7 | 219/250 [02:14<00:18, 1.68it/s] CLIP Loss: 715.070 Range Loss: 0.000 TV Loss: 22.844 Total Loss: 737.914 88%|########8 | 220/250 [02:15<00:17, 1.71it/s] CLIP Loss: 714.184 Range Loss: 0.000 TV Loss: 22.379 Total Loss: 736.563 88%|########8 | 221/250 [02:16<00:18, 1.54it/s] CLIP Loss: 711.875 Range Loss: 0.000 TV Loss: 21.808 Total Loss: 733.683 89%|########8 | 222/250 [02:16<00:17, 1.61it/s] CLIP Loss: 715.359 Range Loss: 0.000 TV Loss: 21.249 Total Loss: 736.608 89%|########9 | 223/250 [02:17<00:16, 1.66it/s] CLIP Loss: 714.634 Range Loss: 0.000 TV Loss: 20.639 Total Loss: 735.273 90%|########9 | 224/250 [02:17<00:15, 1.70it/s] CLIP Loss: 715.908 Range Loss: 0.000 TV Loss: 19.967 Total Loss: 735.875 90%|######### | 225/250 [02:18<00:14, 1.74it/s] CLIP Loss: 715.060 Range Loss: 0.000 TV Loss: 19.258 Total Loss: 734.318 90%|######### | 226/250 [02:19<00:15, 1.52it/s] CLIP Loss: 713.606 Range Loss: 0.000 TV Loss: 18.499 Total Loss: 732.105 91%|######### | 227/250 [02:19<00:14, 1.60it/s] CLIP Loss: 710.629 Range Loss: 0.000 TV Loss: 17.746 Total Loss: 728.375 91%|#########1| 228/250 [02:20<00:13, 1.65it/s] CLIP Loss: 712.362 Range Loss: 0.000 TV Loss: 16.927 Total Loss: 729.289 92%|#########1| 229/250 [02:20<00:12, 1.69it/s] CLIP Loss: 714.132 Range Loss: 0.000 TV Loss: 16.021 Total Loss: 730.153 92%|#########2| 230/250 [02:21<00:11, 1.72it/s] CLIP Loss: 713.084 Range Loss: 0.000 TV Loss: 15.165 Total Loss: 728.249 92%|#########2| 231/250 [02:22<00:12, 1.53it/s] CLIP Loss: 710.506 Range Loss: 0.000 TV Loss: 14.283 Total Loss: 724.789 93%|#########2| 232/250 [02:22<00:11, 1.61it/s] CLIP Loss: 712.889 Range Loss: 0.000 TV Loss: 13.380 Total Loss: 726.270 93%|#########3| 233/250 [02:23<00:10, 1.67it/s] CLIP Loss: 710.659 Range Loss: 0.000 TV Loss: 12.472 Total Loss: 723.130 94%|#########3| 234/250 [02:23<00:09, 1.71it/s] CLIP Loss: 710.413 Range Loss: 0.000 TV Loss: 11.525 Total Loss: 721.938 94%|#########3| 235/250 [02:24<00:08, 1.73it/s] CLIP Loss: 714.452 Range Loss: 0.000 TV Loss: 10.606 Total Loss: 725.058 94%|#########4| 236/250 [02:25<00:09, 1.52it/s] CLIP Loss: 717.054 Range Loss: 0.000 TV Loss: 9.663 Total Loss: 726.718 95%|#########4| 237/250 [02:25<00:08, 1.60it/s] CLIP Loss: 719.554 Range Loss: 0.000 TV Loss: 8.742 Total Loss: 728.297 95%|#########5| 238/250 [02:26<00:07, 1.65it/s] CLIP Loss: 720.527 Range Loss: 0.000 TV Loss: 7.832 Total Loss: 728.359 96%|#########5| 239/250 [02:26<00:06, 1.69it/s] CLIP Loss: 715.906 Range Loss: 0.000 TV Loss: 6.957 Total Loss: 722.863 96%|#########6| 240/250 [02:27<00:05, 1.73it/s] CLIP Loss: 720.259 Range Loss: 0.000 TV Loss: 6.107 Total Loss: 726.366 96%|#########6| 241/250 [02:28<00:05, 1.53it/s] CLIP Loss: 723.600 Range Loss: 0.000 TV Loss: 5.294 Total Loss: 728.894 97%|#########6| 242/250 [02:28<00:04, 1.60it/s] CLIP Loss: 719.569 Range Loss: 0.000 TV Loss: 4.533 Total Loss: 724.102 97%|#########7| 243/250 [02:29<00:04, 1.66it/s] CLIP Loss: 715.977 Range Loss: 0.000 TV Loss: 3.799 Total Loss: 719.776 98%|#########7| 244/250 [02:29<00:03, 1.70it/s] CLIP Loss: 713.528 Range Loss: 0.000 TV Loss: 3.151 Total Loss: 716.679 98%|#########8| 245/250 [02:30<00:02, 1.72it/s] CLIP Loss: 715.395 Range Loss: 0.000 TV Loss: 2.547 Total Loss: 717.943 98%|#########8| 246/250 [02:31<00:02, 1.51it/s] CLIP Loss: 718.426 Range Loss: 0.000 TV Loss: 2.023 Total Loss: 720.449 99%|#########8| 247/250 [02:31<00:01, 1.59it/s] CLIP Loss: 710.512 Range Loss: 0.000 TV Loss: 1.590 Total Loss: 712.103 99%|#########9| 248/250 [02:32<00:01, 1.65it/s] CLIP Loss: 717.541 Range Loss: 0.000 TV Loss: 1.248 Total Loss: 718.789 100%|#########9| 249/250 [02:33<00:00, 1.70it/s] CLIP Loss: 722.270 Range Loss: 0.000 TV Loss: 0.991 Total Loss: 723.261 100%|##########| 250/250 [02:34<00:00, 1.27it/s] 100%|##########| 250/250 [02:34<00:00, 1.62it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDmbc7ehlyzzcibebcfc2nppnok4StatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of the city streets of Venice
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a photo of the city streets of Venice", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of the city streets of Venice", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of the city streets of Venice", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of the city streets of Venice", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of the city streets of Venice"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of the city streets of Venice", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:33:48.987395Z", "created_at": "2021-10-15T14:31:13.781187Z", "data_removed": false, "error": null, "id": "mbc7ehlyzzcibebcfc2nppnok4", "input": { "seed": "0", "prompt": "a photo of the city streets of Venice", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 968.978\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 977.057\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:46, 1.50it/s]\nCLIP Loss: 935.607\tRange Loss: 0.001\tTV Loss: 5.268\tTotal Loss: 940.876\n\n 1%| | 2/250 [00:01<02:27, 1.68it/s]\nCLIP Loss: 929.268\tRange Loss: 0.004\tTV Loss: 4.859\tTotal Loss: 934.130\n\n 1%|1 | 3/250 [00:01<02:22, 1.74it/s]\nCLIP Loss: 921.847\tRange Loss: 0.018\tTV Loss: 5.601\tTotal Loss: 927.467\n\n 2%|1 | 4/250 [00:02<02:19, 1.76it/s]\nCLIP Loss: 918.971\tRange Loss: 0.005\tTV Loss: 4.322\tTotal Loss: 923.298\n\n 2%|2 | 5/250 [00:02<02:17, 1.79it/s]\nCLIP Loss: 917.660\tRange Loss: 0.031\tTV Loss: 5.154\tTotal Loss: 922.845\n\n 2%|2 | 6/250 [00:03<02:34, 1.58it/s]\nCLIP Loss: 906.698\tRange Loss: 0.047\tTV Loss: 4.521\tTotal Loss: 911.266\n\n 3%|2 | 7/250 [00:04<02:26, 1.66it/s]\nCLIP Loss: 911.238\tRange Loss: 0.007\tTV Loss: 3.747\tTotal Loss: 914.991\n\n 3%|3 | 8/250 [00:04<02:24, 1.67it/s]\nCLIP Loss: 902.069\tRange Loss: 0.036\tTV Loss: 4.519\tTotal Loss: 906.624\n\n 4%|3 | 9/250 [00:05<02:21, 1.71it/s]\nCLIP Loss: 897.475\tRange Loss: 0.065\tTV Loss: 3.802\tTotal Loss: 901.342\n\n 4%|4 | 10/250 [00:05<02:18, 1.74it/s]\nCLIP Loss: 892.929\tRange Loss: 0.163\tTV Loss: 4.045\tTotal Loss: 897.137\n\n 4%|4 | 11/250 [00:06<02:30, 1.59it/s]\nCLIP Loss: 896.497\tRange Loss: 0.102\tTV Loss: 3.850\tTotal Loss: 900.450\n\n 5%|4 | 12/250 [00:07<02:24, 1.65it/s]\nCLIP Loss: 893.591\tRange Loss: 1.021\tTV Loss: 4.080\tTotal Loss: 898.692\n\n 5%|5 | 13/250 [00:07<02:20, 1.69it/s]\nCLIP Loss: 910.524\tRange Loss: 0.004\tTV Loss: 3.170\tTotal Loss: 913.698\n\n 6%|5 | 14/250 [00:08<02:17, 1.71it/s]\nCLIP Loss: 897.338\tRange Loss: 0.009\tTV Loss: 2.389\tTotal Loss: 899.736\n\n 6%|6 | 15/250 [00:08<02:15, 1.74it/s]\nCLIP Loss: 897.202\tRange Loss: 0.020\tTV Loss: 2.589\tTotal Loss: 899.810\n\n 6%|6 | 16/250 [00:09<02:26, 1.59it/s]\nCLIP Loss: 892.613\tRange Loss: 0.026\tTV Loss: 2.254\tTotal Loss: 894.893\n\n 7%|6 | 17/250 [00:10<02:20, 1.66it/s]\nCLIP Loss: 886.090\tRange Loss: 0.047\tTV Loss: 2.408\tTotal Loss: 888.544\n\n 7%|7 | 18/250 [00:10<02:16, 1.70it/s]\nCLIP Loss: 883.941\tRange Loss: 0.130\tTV Loss: 2.452\tTotal Loss: 886.522\n\n 8%|7 | 19/250 [00:11<02:14, 1.72it/s]\nCLIP Loss: 883.882\tRange Loss: 0.126\tTV Loss: 2.252\tTotal Loss: 886.260\n\n 8%|8 | 20/250 [00:11<02:11, 1.74it/s]\nCLIP Loss: 874.397\tRange Loss: 0.210\tTV Loss: 2.215\tTotal Loss: 876.822\n\n 8%|8 | 21/250 [00:12<02:24, 1.59it/s]\nCLIP Loss: 873.302\tRange Loss: 0.102\tTV Loss: 1.873\tTotal Loss: 875.277\n\n 9%|8 | 22/250 [00:13<02:18, 1.65it/s]\nCLIP Loss: 870.520\tRange Loss: 0.220\tTV Loss: 2.084\tTotal Loss: 872.824\n\n 9%|9 | 23/250 [00:13<02:14, 1.69it/s]\nCLIP Loss: 870.498\tRange Loss: 0.092\tTV Loss: 1.634\tTotal Loss: 872.224\n\n 10%|9 | 24/250 [00:14<02:11, 1.72it/s]\nCLIP Loss: 868.907\tRange Loss: 0.051\tTV Loss: 1.717\tTotal Loss: 870.675\n\n 10%|# | 25/250 [00:14<02:09, 1.73it/s]\nCLIP Loss: 871.282\tRange Loss: 0.045\tTV Loss: 1.644\tTotal Loss: 872.971\n\n 10%|# | 26/250 [00:15<02:20, 1.59it/s]\nCLIP Loss: 870.755\tRange Loss: 0.100\tTV Loss: 1.936\tTotal Loss: 872.791\n\n 11%|# | 27/250 [00:16<02:14, 1.66it/s]\nCLIP Loss: 866.870\tRange Loss: 0.002\tTV Loss: 1.022\tTotal Loss: 867.894\n\n 11%|#1 | 28/250 [00:16<02:11, 1.69it/s]\nCLIP Loss: 854.376\tRange Loss: 0.034\tTV Loss: 1.148\tTotal Loss: 855.558\n\n 12%|#1 | 29/250 [00:17<02:08, 1.71it/s]\nCLIP Loss: 853.849\tRange Loss: 0.018\tTV Loss: 0.844\tTotal Loss: 854.711\n\n 12%|#2 | 30/250 [00:17<02:06, 1.74it/s]\nCLIP Loss: 853.783\tRange Loss: 0.005\tTV Loss: 0.741\tTotal Loss: 854.529\n\n 12%|#2 | 31/250 [00:18<02:17, 1.59it/s]\nCLIP Loss: 854.519\tRange Loss: 0.008\tTV Loss: 0.800\tTotal Loss: 855.327\n\n 13%|#2 | 32/250 [00:19<02:13, 1.64it/s]\nCLIP Loss: 857.588\tRange Loss: 0.006\tTV Loss: 0.664\tTotal Loss: 858.258\n\n 13%|#3 | 33/250 [00:19<02:10, 1.67it/s]\nCLIP Loss: 848.555\tRange Loss: 0.018\tTV Loss: 0.591\tTotal Loss: 849.164\n\n 14%|#3 | 34/250 [00:20<02:07, 1.69it/s]\nCLIP Loss: 859.976\tRange Loss: 0.035\tTV Loss: 0.663\tTotal Loss: 860.674\n\n 14%|#4 | 35/250 [00:20<02:05, 1.71it/s]\nCLIP Loss: 877.467\tRange Loss: 0.003\tTV Loss: 0.591\tTotal Loss: 878.061\n\n 14%|#4 | 36/250 [00:21<02:17, 1.56it/s]\nCLIP Loss: 860.533\tRange Loss: 0.040\tTV Loss: 0.855\tTotal Loss: 861.429\n\n 15%|#4 | 37/250 [00:22<02:12, 1.61it/s]\nCLIP Loss: 862.862\tRange Loss: 0.002\tTV Loss: 0.604\tTotal Loss: 863.469\n\n 15%|#5 | 38/250 [00:22<02:08, 1.65it/s]\nCLIP Loss: 854.599\tRange Loss: 0.041\tTV Loss: 0.476\tTotal Loss: 855.116\n\n 16%|#5 | 39/250 [00:23<02:05, 1.68it/s]\nCLIP Loss: 859.486\tRange Loss: 0.002\tTV Loss: 0.468\tTotal Loss: 859.955\n\n 16%|#6 | 40/250 [00:23<02:03, 1.70it/s]\nCLIP Loss: 858.330\tRange Loss: 0.004\tTV Loss: 0.433\tTotal Loss: 858.766\n\n 16%|#6 | 41/250 [00:24<02:19, 1.49it/s]\nCLIP Loss: 847.632\tRange Loss: 0.017\tTV Loss: 0.555\tTotal Loss: 848.204\n\n 17%|#6 | 42/250 [00:25<02:12, 1.57it/s]\nCLIP Loss: 889.703\tRange Loss: 0.001\tTV Loss: 0.328\tTotal Loss: 890.032\n\n 17%|#7 | 43/250 [00:25<02:07, 1.62it/s]\nCLIP Loss: 844.863\tRange Loss: 0.008\tTV Loss: 0.421\tTotal Loss: 845.292\n\n 18%|#7 | 44/250 [00:26<02:03, 1.67it/s]\nCLIP Loss: 845.017\tRange Loss: 0.006\tTV Loss: 0.346\tTotal Loss: 845.370\n\n 18%|#8 | 45/250 [00:27<02:01, 1.69it/s]\nCLIP Loss: 893.177\tRange Loss: 0.031\tTV Loss: 0.436\tTotal Loss: 893.644\n\n 18%|#8 | 46/250 [00:27<02:14, 1.52it/s]\nCLIP Loss: 856.866\tRange Loss: 0.004\tTV Loss: 0.257\tTotal Loss: 857.126\n\n 19%|#8 | 47/250 [00:28<02:08, 1.58it/s]\nCLIP Loss: 837.794\tRange Loss: 0.001\tTV Loss: 0.193\tTotal Loss: 837.988\n\n 19%|#9 | 48/250 [00:28<02:04, 1.62it/s]\nCLIP Loss: 821.270\tRange Loss: 0.019\tTV Loss: 0.353\tTotal Loss: 821.642\n\n 20%|#9 | 49/250 [00:29<02:00, 1.67it/s]\nCLIP Loss: 833.741\tRange Loss: 0.002\tTV Loss: 0.216\tTotal Loss: 833.959\n\n 20%|## | 50/250 [00:30<01:58, 1.69it/s]\nCLIP Loss: 836.816\tRange Loss: 0.010\tTV Loss: 0.223\tTotal Loss: 837.049\n\n 20%|## | 51/250 [00:30<02:12, 1.50it/s]\nCLIP Loss: 809.881\tRange Loss: 0.003\tTV Loss: 0.235\tTotal Loss: 810.118\n\n 21%|## | 52/250 [00:31<02:05, 1.57it/s]\nCLIP Loss: 797.252\tRange Loss: 0.010\tTV Loss: 0.256\tTotal Loss: 797.518\n\n 21%|##1 | 53/250 [00:32<02:00, 1.63it/s]\nCLIP Loss: 806.572\tRange Loss: 0.004\tTV Loss: 0.171\tTotal Loss: 806.746\n\n 22%|##1 | 54/250 [00:32<01:57, 1.67it/s]\nCLIP Loss: 818.029\tRange Loss: 0.013\tTV Loss: 0.279\tTotal Loss: 818.321\n\n 22%|##2 | 55/250 [00:33<01:55, 1.69it/s]\nCLIP Loss: 798.936\tRange Loss: 0.001\tTV Loss: 0.153\tTotal Loss: 799.091\n\n 22%|##2 | 56/250 [00:34<02:11, 1.47it/s]\nCLIP Loss: 791.613\tRange Loss: 0.003\tTV Loss: 0.209\tTotal Loss: 791.825\n\n 23%|##2 | 57/250 [00:34<02:03, 1.56it/s]\nCLIP Loss: 829.767\tRange Loss: 0.002\tTV Loss: 0.313\tTotal Loss: 830.081\n\n 23%|##3 | 58/250 [00:35<01:59, 1.61it/s]\nCLIP Loss: 832.019\tRange Loss: 0.006\tTV Loss: 0.357\tTotal Loss: 832.383\n\n 24%|##3 | 59/250 [00:35<01:55, 1.66it/s]\nCLIP Loss: 817.945\tRange Loss: 0.001\tTV Loss: 0.261\tTotal Loss: 818.207\n\n 24%|##4 | 60/250 [00:36<01:52, 1.68it/s]\nCLIP Loss: 787.429\tRange Loss: 0.001\tTV Loss: 0.203\tTotal Loss: 787.633\n\n 24%|##4 | 61/250 [00:37<02:10, 1.45it/s]\nCLIP Loss: 773.711\tRange Loss: 0.001\tTV Loss: 0.161\tTotal Loss: 773.873\n\n 25%|##4 | 62/250 [00:37<02:02, 1.53it/s]\nCLIP Loss: 775.813\tRange Loss: 0.003\tTV Loss: 0.166\tTotal Loss: 775.981\n\n 25%|##5 | 63/250 [00:38<01:57, 1.59it/s]\nCLIP Loss: 769.088\tRange Loss: 0.003\tTV Loss: 0.187\tTotal Loss: 769.278\n\n 26%|##5 | 64/250 [00:39<01:54, 1.63it/s]\nCLIP Loss: 770.926\tRange Loss: 0.009\tTV Loss: 0.321\tTotal Loss: 771.256\n\n 26%|##6 | 65/250 [00:39<01:51, 1.66it/s]\nCLIP Loss: 750.082\tRange Loss: 0.002\tTV Loss: 0.261\tTotal Loss: 750.346\n\n 26%|##6 | 66/250 [00:40<02:04, 1.48it/s]\nCLIP Loss: 761.170\tRange Loss: 0.002\tTV Loss: 0.222\tTotal Loss: 761.394\n\n 27%|##6 | 67/250 [00:40<01:57, 1.56it/s]\nCLIP Loss: 751.145\tRange Loss: 0.004\tTV Loss: 0.229\tTotal Loss: 751.378\n\n 27%|##7 | 68/250 [00:41<01:52, 1.62it/s]\nCLIP Loss: 758.780\tRange Loss: 0.002\tTV Loss: 0.243\tTotal Loss: 759.025\n\n 28%|##7 | 69/250 [00:42<01:49, 1.66it/s]\nCLIP Loss: 767.106\tRange Loss: 0.006\tTV Loss: 0.226\tTotal Loss: 767.338\n\n 28%|##8 | 70/250 [00:42<01:46, 1.69it/s]\nCLIP Loss: 762.376\tRange Loss: 0.010\tTV Loss: 0.233\tTotal Loss: 762.619\n\n 28%|##8 | 71/250 [00:43<02:00, 1.48it/s]\nCLIP Loss: 743.715\tRange Loss: 0.006\tTV Loss: 0.242\tTotal Loss: 743.963\n\n 29%|##8 | 72/250 [00:44<01:53, 1.57it/s]\nCLIP Loss: 750.282\tRange Loss: 0.006\tTV Loss: 0.316\tTotal Loss: 750.604\n\n 29%|##9 | 73/250 [00:44<01:48, 1.62it/s]\nCLIP Loss: 764.917\tRange Loss: 0.005\tTV Loss: 0.306\tTotal Loss: 765.227\n\n 30%|##9 | 74/250 [00:45<01:45, 1.67it/s]\nCLIP Loss: 759.098\tRange Loss: 0.005\tTV Loss: 0.332\tTotal Loss: 759.435\n\n 30%|### | 75/250 [00:45<01:43, 1.70it/s]\nCLIP Loss: 748.018\tRange Loss: 0.002\tTV Loss: 0.312\tTotal Loss: 748.332\n\n 30%|### | 76/250 [00:46<01:56, 1.50it/s]\nCLIP Loss: 736.421\tRange Loss: 0.003\tTV Loss: 0.346\tTotal Loss: 736.771\n\n 31%|### | 77/250 [00:47<01:49, 1.58it/s]\nCLIP Loss: 738.072\tRange Loss: 0.002\tTV Loss: 0.292\tTotal Loss: 738.366\n\n 31%|###1 | 78/250 [00:47<01:45, 1.63it/s]\nCLIP Loss: 738.632\tRange Loss: 0.002\tTV Loss: 0.311\tTotal Loss: 738.945\n\n 32%|###1 | 79/250 [00:48<01:42, 1.67it/s]\nCLIP Loss: 738.147\tRange Loss: 0.003\tTV Loss: 0.295\tTotal Loss: 738.445\n\n 32%|###2 | 80/250 [00:48<01:39, 1.71it/s]\nCLIP Loss: 731.230\tRange Loss: 0.002\tTV Loss: 0.327\tTotal Loss: 731.560\n\n 32%|###2 | 81/250 [00:49<01:52, 1.50it/s]\nCLIP Loss: 736.133\tRange Loss: 0.002\tTV Loss: 0.316\tTotal Loss: 736.451\n\n 33%|###2 | 82/250 [00:50<01:46, 1.58it/s]\nCLIP Loss: 758.023\tRange Loss: 0.001\tTV Loss: 0.280\tTotal Loss: 758.305\n\n 33%|###3 | 83/250 [00:50<01:42, 1.64it/s]\nCLIP Loss: 788.959\tRange Loss: 0.004\tTV Loss: 0.531\tTotal Loss: 789.493\n\n 34%|###3 | 84/250 [00:51<01:39, 1.67it/s]\nCLIP Loss: 765.398\tRange Loss: 0.003\tTV Loss: 0.561\tTotal Loss: 765.961\n\n 34%|###4 | 85/250 [00:51<01:36, 1.70it/s]\nCLIP Loss: 755.844\tRange Loss: 0.003\tTV Loss: 0.524\tTotal Loss: 756.371\n\n 34%|###4 | 86/250 [00:52<01:48, 1.51it/s]\nCLIP Loss: 785.983\tRange Loss: 0.002\tTV Loss: 0.576\tTotal Loss: 786.561\n\n 35%|###4 | 87/250 [00:53<01:42, 1.59it/s]\nCLIP Loss: 751.185\tRange Loss: 0.001\tTV Loss: 0.687\tTotal Loss: 751.874\n\n 35%|###5 | 88/250 [00:53<01:38, 1.64it/s]\nCLIP Loss: 739.829\tRange Loss: 0.001\tTV Loss: 0.691\tTotal Loss: 740.521\n\n 36%|###5 | 89/250 [00:54<01:35, 1.68it/s]\nCLIP Loss: 734.510\tRange Loss: 0.001\tTV Loss: 0.795\tTotal Loss: 735.306\n\n 36%|###6 | 90/250 [00:55<01:33, 1.72it/s]\nCLIP Loss: 760.808\tRange Loss: 0.001\tTV Loss: 0.610\tTotal Loss: 761.419\n\n 36%|###6 | 91/250 [00:55<01:45, 1.51it/s]\nCLIP Loss: 762.207\tRange Loss: 0.001\tTV Loss: 0.743\tTotal Loss: 762.952\n\n 37%|###6 | 92/250 [00:56<01:40, 1.57it/s]\nCLIP Loss: 745.328\tRange Loss: 0.000\tTV Loss: 0.636\tTotal Loss: 745.965\n\n 37%|###7 | 93/250 [00:57<01:36, 1.63it/s]\nCLIP Loss: 728.706\tRange Loss: 0.000\tTV Loss: 0.675\tTotal Loss: 729.382\n\n 38%|###7 | 94/250 [00:57<01:33, 1.67it/s]\nCLIP Loss: 743.901\tRange Loss: 0.001\tTV Loss: 0.721\tTotal Loss: 744.622\n\n 38%|###8 | 95/250 [00:58<01:30, 1.71it/s]\nCLIP Loss: 735.386\tRange Loss: 0.000\tTV Loss: 0.754\tTotal Loss: 736.140\n\n 38%|###8 | 96/250 [00:59<01:41, 1.51it/s]\nCLIP Loss: 724.835\tRange Loss: 0.000\tTV Loss: 0.716\tTotal Loss: 725.552\n\n 39%|###8 | 97/250 [00:59<01:37, 1.57it/s]\nCLIP Loss: 729.472\tRange Loss: 0.000\tTV Loss: 0.756\tTotal Loss: 730.229\n\n 39%|###9 | 98/250 [01:00<01:32, 1.64it/s]\nCLIP Loss: 734.301\tRange Loss: 0.000\tTV Loss: 0.794\tTotal Loss: 735.095\n\n 40%|###9 | 99/250 [01:00<01:29, 1.68it/s]\nCLIP Loss: 719.001\tRange Loss: 0.000\tTV Loss: 0.911\tTotal Loss: 719.911\n\n 40%|#### | 100/250 [01:01<01:27, 1.71it/s]\nCLIP Loss: 729.424\tRange Loss: 0.000\tTV Loss: 0.924\tTotal Loss: 730.348\n\n 40%|#### | 101/250 [01:02<01:38, 1.51it/s]\nCLIP Loss: 719.553\tRange Loss: 0.000\tTV Loss: 1.073\tTotal Loss: 720.626\n\n 41%|#### | 102/250 [01:02<01:33, 1.58it/s]\nCLIP Loss: 730.868\tRange Loss: 0.000\tTV Loss: 1.160\tTotal Loss: 732.028\n\n 41%|####1 | 103/250 [01:03<01:29, 1.64it/s]\nCLIP Loss: 726.644\tRange Loss: 0.000\tTV Loss: 1.255\tTotal Loss: 727.900\n\n 42%|####1 | 104/250 [01:03<01:26, 1.68it/s]\nCLIP Loss: 727.911\tRange Loss: 0.000\tTV Loss: 1.359\tTotal Loss: 729.270\n\n 42%|####2 | 105/250 [01:04<01:24, 1.71it/s]\nCLIP Loss: 725.490\tRange Loss: 0.000\tTV Loss: 1.425\tTotal Loss: 726.915\n\n 42%|####2 | 106/250 [01:05<01:34, 1.53it/s]\nCLIP Loss: 737.779\tRange Loss: 0.000\tTV Loss: 1.454\tTotal Loss: 739.232\n\n 43%|####2 | 107/250 [01:05<01:29, 1.61it/s]\nCLIP Loss: 717.394\tRange Loss: 0.000\tTV Loss: 1.258\tTotal Loss: 718.652\n\n 43%|####3 | 108/250 [01:06<01:25, 1.66it/s]\nCLIP Loss: 722.829\tRange Loss: 0.000\tTV Loss: 1.242\tTotal Loss: 724.071\n\n 44%|####3 | 109/250 [01:06<01:23, 1.70it/s]\nCLIP Loss: 724.019\tRange Loss: 0.000\tTV Loss: 1.280\tTotal Loss: 725.299\n\n 44%|####4 | 110/250 [01:07<01:21, 1.72it/s]\nCLIP Loss: 730.807\tRange Loss: 0.000\tTV Loss: 1.461\tTotal Loss: 732.268\n\n 44%|####4 | 111/250 [01:08<01:31, 1.53it/s]\nCLIP Loss: 736.439\tRange Loss: 0.000\tTV Loss: 1.492\tTotal Loss: 737.931\n\n 45%|####4 | 112/250 [01:08<01:26, 1.60it/s]\nCLIP Loss: 726.288\tRange Loss: 0.000\tTV Loss: 1.451\tTotal Loss: 727.740\n\n 45%|####5 | 113/250 [01:09<01:23, 1.64it/s]\nCLIP Loss: 731.543\tRange Loss: 0.000\tTV Loss: 1.495\tTotal Loss: 733.038\n\n 46%|####5 | 114/250 [01:09<01:20, 1.69it/s]\nCLIP Loss: 732.767\tRange Loss: 0.000\tTV Loss: 1.580\tTotal Loss: 734.347\n\n 46%|####6 | 115/250 [01:10<01:18, 1.73it/s]\nCLIP Loss: 727.801\tRange Loss: 0.000\tTV Loss: 1.578\tTotal Loss: 729.380\n\n 46%|####6 | 116/250 [01:11<01:28, 1.52it/s]\nCLIP Loss: 729.377\tRange Loss: 0.000\tTV Loss: 1.776\tTotal Loss: 731.154\n\n 47%|####6 | 117/250 [01:11<01:22, 1.61it/s]\nCLIP Loss: 730.952\tRange Loss: 0.000\tTV Loss: 1.883\tTotal Loss: 732.835\n\n 47%|####7 | 118/250 [01:12<01:19, 1.66it/s]\nCLIP Loss: 724.725\tRange Loss: 0.000\tTV Loss: 2.106\tTotal Loss: 726.832\n\n 48%|####7 | 119/250 [01:12<01:16, 1.70it/s]\nCLIP Loss: 722.940\tRange Loss: 0.000\tTV Loss: 2.247\tTotal Loss: 725.187\n\n 48%|####8 | 120/250 [01:13<01:15, 1.73it/s]\nCLIP Loss: 732.023\tRange Loss: 0.001\tTV Loss: 2.319\tTotal Loss: 734.343\n\n 48%|####8 | 121/250 [01:14<01:24, 1.54it/s]\nCLIP Loss: 731.515\tRange Loss: 0.000\tTV Loss: 2.490\tTotal Loss: 734.006\n\n 49%|####8 | 122/250 [01:14<01:19, 1.61it/s]\nCLIP Loss: 726.826\tRange Loss: 0.001\tTV Loss: 2.434\tTotal Loss: 729.260\n\n 49%|####9 | 123/250 [01:15<01:16, 1.66it/s]\nCLIP Loss: 728.058\tRange Loss: 0.001\tTV Loss: 2.499\tTotal Loss: 730.558\n\n 50%|####9 | 124/250 [01:15<01:14, 1.70it/s]\nCLIP Loss: 722.381\tRange Loss: 0.001\tTV Loss: 2.507\tTotal Loss: 724.888\n\n 50%|##### | 125/250 [01:16<01:12, 1.73it/s]\nCLIP Loss: 721.672\tRange Loss: 0.001\tTV Loss: 2.754\tTotal Loss: 724.427\n\n 50%|##### | 126/250 [01:17<01:21, 1.52it/s]\nCLIP Loss: 724.411\tRange Loss: 0.001\tTV Loss: 3.136\tTotal Loss: 727.548\n\n 51%|##### | 127/250 [01:17<01:16, 1.60it/s]\nCLIP Loss: 731.736\tRange Loss: 0.001\tTV Loss: 3.281\tTotal Loss: 735.018\n\n 51%|#####1 | 128/250 [01:18<01:13, 1.65it/s]\nCLIP Loss: 730.931\tRange Loss: 0.001\tTV Loss: 3.454\tTotal Loss: 734.385\n\n 52%|#####1 | 129/250 [01:19<01:11, 1.70it/s]\nCLIP Loss: 723.960\tRange Loss: 0.001\tTV Loss: 3.524\tTotal Loss: 727.485\n\n 52%|#####2 | 130/250 [01:19<01:09, 1.73it/s]\nCLIP Loss: 718.505\tRange Loss: 0.001\tTV Loss: 3.818\tTotal Loss: 722.324\n\n 52%|#####2 | 131/250 [01:20<01:17, 1.54it/s]\nCLIP Loss: 718.040\tRange Loss: 0.001\tTV Loss: 3.853\tTotal Loss: 721.894\n\n 53%|#####2 | 132/250 [01:20<01:12, 1.62it/s]\nCLIP Loss: 721.616\tRange Loss: 0.001\tTV Loss: 4.029\tTotal Loss: 725.646\n\n 53%|#####3 | 133/250 [01:21<01:10, 1.67it/s]\nCLIP Loss: 722.566\tRange Loss: 0.001\tTV Loss: 4.234\tTotal Loss: 726.800\n\n 54%|#####3 | 134/250 [01:22<01:08, 1.69it/s]\nCLIP Loss: 727.153\tRange Loss: 0.001\tTV Loss: 4.570\tTotal Loss: 731.725\n\n 54%|#####4 | 135/250 [01:22<01:06, 1.72it/s]\nCLIP Loss: 730.518\tRange Loss: 0.001\tTV Loss: 4.697\tTotal Loss: 735.215\n\n 54%|#####4 | 136/250 [01:23<01:14, 1.52it/s]\nCLIP Loss: 730.060\tRange Loss: 0.001\tTV Loss: 4.918\tTotal Loss: 734.978\n\n 55%|#####4 | 137/250 [01:24<01:10, 1.60it/s]\nCLIP Loss: 725.570\tRange Loss: 0.001\tTV Loss: 5.263\tTotal Loss: 730.835\n\n 55%|#####5 | 138/250 [01:24<01:07, 1.66it/s]\nCLIP Loss: 728.956\tRange Loss: 0.001\tTV Loss: 5.529\tTotal Loss: 734.485\n\n 56%|#####5 | 139/250 [01:25<01:05, 1.70it/s]\nCLIP Loss: 729.926\tRange Loss: 0.001\tTV Loss: 5.797\tTotal Loss: 735.723\n\n 56%|#####6 | 140/250 [01:25<01:03, 1.72it/s]\nCLIP Loss: 726.981\tRange Loss: 0.001\tTV Loss: 6.176\tTotal Loss: 733.158\n\n 56%|#####6 | 141/250 [01:26<01:11, 1.52it/s]\nCLIP Loss: 727.243\tRange Loss: 0.001\tTV Loss: 6.455\tTotal Loss: 733.699\n\n 57%|#####6 | 142/250 [01:27<01:07, 1.61it/s]\nCLIP Loss: 732.599\tRange Loss: 0.001\tTV Loss: 6.726\tTotal Loss: 739.326\n\n 57%|#####7 | 143/250 [01:27<01:04, 1.65it/s]\nCLIP Loss: 726.503\tRange Loss: 0.001\tTV Loss: 7.123\tTotal Loss: 733.627\n\n 58%|#####7 | 144/250 [01:28<01:02, 1.70it/s]\nCLIP Loss: 729.947\tRange Loss: 0.001\tTV Loss: 7.427\tTotal Loss: 737.375\n\n 58%|#####8 | 145/250 [01:28<01:00, 1.73it/s]\nCLIP Loss: 723.429\tRange Loss: 0.001\tTV Loss: 7.569\tTotal Loss: 730.999\n\n 58%|#####8 | 146/250 [01:29<01:08, 1.52it/s]\nCLIP Loss: 724.035\tRange Loss: 0.001\tTV Loss: 7.613\tTotal Loss: 731.649\n\n 59%|#####8 | 147/250 [01:30<01:04, 1.60it/s]\nCLIP Loss: 726.588\tRange Loss: 0.001\tTV Loss: 7.880\tTotal Loss: 734.468\n\n 59%|#####9 | 148/250 [01:30<01:01, 1.66it/s]\nCLIP Loss: 726.545\tRange Loss: 0.001\tTV Loss: 8.193\tTotal Loss: 734.739\n\n 60%|#####9 | 149/250 [01:31<00:59, 1.70it/s]\nCLIP Loss: 729.006\tRange Loss: 0.001\tTV Loss: 8.556\tTotal Loss: 737.563\n\n 60%|###### | 150/250 [01:31<00:58, 1.71it/s]\nCLIP Loss: 723.816\tRange Loss: 0.001\tTV Loss: 9.141\tTotal Loss: 732.958\n\n 60%|###### | 151/250 [01:32<01:04, 1.53it/s]\nCLIP Loss: 725.586\tRange Loss: 0.001\tTV Loss: 9.426\tTotal Loss: 735.012\n\n 61%|###### | 152/250 [01:33<01:01, 1.60it/s]\nCLIP Loss: 727.755\tRange Loss: 0.001\tTV Loss: 9.842\tTotal Loss: 737.598\n\n 61%|######1 | 153/250 [01:33<00:58, 1.65it/s]\nCLIP Loss: 720.458\tRange Loss: 0.001\tTV Loss: 10.261\tTotal Loss: 730.721\n\n 62%|######1 | 154/250 [01:34<00:56, 1.69it/s]\nCLIP Loss: 726.886\tRange Loss: 0.001\tTV Loss: 10.620\tTotal Loss: 737.507\n\n 62%|######2 | 155/250 [01:34<00:55, 1.73it/s]\nCLIP Loss: 725.859\tRange Loss: 0.001\tTV Loss: 11.077\tTotal Loss: 736.937\n\n 62%|######2 | 156/250 [01:35<01:00, 1.54it/s]\nCLIP Loss: 725.069\tRange Loss: 0.001\tTV Loss: 11.531\tTotal Loss: 736.601\n\n 63%|######2 | 157/250 [01:36<00:57, 1.62it/s]\nCLIP Loss: 726.016\tRange Loss: 0.001\tTV Loss: 11.957\tTotal Loss: 737.974\n\n 63%|######3 | 158/250 [01:36<00:55, 1.65it/s]\nCLIP Loss: 725.627\tRange Loss: 0.001\tTV Loss: 12.380\tTotal Loss: 738.008\n\n 64%|######3 | 159/250 [01:37<00:53, 1.69it/s]\nCLIP Loss: 738.169\tRange Loss: 0.001\tTV Loss: 12.834\tTotal Loss: 751.005\n\n 64%|######4 | 160/250 [01:37<00:52, 1.72it/s]\nCLIP Loss: 728.799\tRange Loss: 0.001\tTV Loss: 13.445\tTotal Loss: 742.245\n\n 64%|######4 | 161/250 [01:38<00:58, 1.53it/s]\nCLIP Loss: 727.326\tRange Loss: 0.001\tTV Loss: 13.882\tTotal Loss: 741.209\n\n 65%|######4 | 162/250 [01:39<00:54, 1.61it/s]\nCLIP Loss: 731.036\tRange Loss: 0.001\tTV Loss: 14.422\tTotal Loss: 745.459\n\n 65%|######5 | 163/250 [01:39<00:52, 1.66it/s]\nCLIP Loss: 728.307\tRange Loss: 0.001\tTV Loss: 14.927\tTotal Loss: 743.235\n\n 66%|######5 | 164/250 [01:40<00:50, 1.70it/s]\nCLIP Loss: 720.039\tRange Loss: 0.001\tTV Loss: 15.560\tTotal Loss: 735.600\n\n 66%|######6 | 165/250 [01:40<00:49, 1.72it/s]\nCLIP Loss: 722.920\tRange Loss: 0.001\tTV Loss: 16.424\tTotal Loss: 739.345\n\n 66%|######6 | 166/250 [01:41<00:53, 1.56it/s]\nCLIP Loss: 723.076\tRange Loss: 0.001\tTV Loss: 17.020\tTotal Loss: 740.097\n\n 67%|######6 | 167/250 [01:42<00:50, 1.63it/s]\nCLIP Loss: 730.944\tRange Loss: 0.001\tTV Loss: 17.778\tTotal Loss: 748.724\n\n 67%|######7 | 168/250 [01:42<00:49, 1.67it/s]\nCLIP Loss: 729.114\tRange Loss: 0.001\tTV Loss: 18.435\tTotal Loss: 747.550\n\n 68%|######7 | 169/250 [01:43<00:47, 1.71it/s]\nCLIP Loss: 725.401\tRange Loss: 0.001\tTV Loss: 19.098\tTotal Loss: 744.500\n\n 68%|######8 | 170/250 [01:43<00:46, 1.73it/s]\nCLIP Loss: 726.508\tRange Loss: 0.001\tTV Loss: 19.953\tTotal Loss: 746.463\n\n 68%|######8 | 171/250 [01:44<00:51, 1.55it/s]\nCLIP Loss: 732.286\tRange Loss: 0.001\tTV Loss: 20.806\tTotal Loss: 753.093\n\n 69%|######8 | 172/250 [01:45<00:48, 1.62it/s]\nCLIP Loss: 723.266\tRange Loss: 0.001\tTV Loss: 21.582\tTotal Loss: 744.849\n\n 69%|######9 | 173/250 [01:45<00:46, 1.67it/s]\nCLIP Loss: 721.520\tRange Loss: 0.001\tTV Loss: 22.269\tTotal Loss: 743.791\n\n 70%|######9 | 174/250 [01:46<00:44, 1.70it/s]\nCLIP Loss: 726.835\tRange Loss: 0.001\tTV Loss: 23.127\tTotal Loss: 749.963\n\n 70%|####### | 175/250 [01:46<00:43, 1.73it/s]\nCLIP Loss: 734.157\tRange Loss: 0.001\tTV Loss: 23.684\tTotal Loss: 757.843\n\n 70%|####### | 176/250 [01:47<00:48, 1.53it/s]\nCLIP Loss: 726.944\tRange Loss: 0.002\tTV Loss: 24.561\tTotal Loss: 751.506\n\n 71%|####### | 177/250 [01:48<00:45, 1.59it/s]\nCLIP Loss: 726.703\tRange Loss: 0.002\tTV Loss: 25.514\tTotal Loss: 752.219\n\n 71%|#######1 | 178/250 [01:48<00:43, 1.64it/s]\nCLIP Loss: 725.664\tRange Loss: 0.001\tTV Loss: 26.159\tTotal Loss: 751.824\n\n 72%|#######1 | 179/250 [01:49<00:42, 1.67it/s]\nCLIP Loss: 732.042\tRange Loss: 0.002\tTV Loss: 26.952\tTotal Loss: 758.995\n\n 72%|#######2 | 180/250 [01:50<00:40, 1.71it/s]\nCLIP Loss: 731.248\tRange Loss: 0.001\tTV Loss: 27.921\tTotal Loss: 759.170\n\n 72%|#######2 | 181/250 [01:50<00:45, 1.53it/s]\nCLIP Loss: 734.603\tRange Loss: 0.001\tTV Loss: 28.747\tTotal Loss: 763.350\n\n 73%|#######2 | 182/250 [01:51<00:42, 1.60it/s]\nCLIP Loss: 751.254\tRange Loss: 0.001\tTV Loss: 29.722\tTotal Loss: 780.977\n\n 73%|#######3 | 183/250 [01:52<00:40, 1.65it/s]\nCLIP Loss: 737.665\tRange Loss: 0.001\tTV Loss: 30.381\tTotal Loss: 768.047\n\n 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s]\nCLIP Loss: 731.408\tRange Loss: 0.001\tTV Loss: 31.197\tTotal Loss: 762.605\n\n 74%|#######4 | 185/250 [01:53<00:37, 1.72it/s]\nCLIP Loss: 733.088\tRange Loss: 0.001\tTV Loss: 32.002\tTotal Loss: 765.091\n\n 74%|#######4 | 186/250 [01:53<00:40, 1.56it/s]\nCLIP Loss: 726.635\tRange Loss: 0.001\tTV Loss: 32.983\tTotal Loss: 759.619\n\n 75%|#######4 | 187/250 [01:54<00:38, 1.63it/s]\nCLIP Loss: 733.737\tRange Loss: 0.001\tTV Loss: 33.743\tTotal Loss: 767.481\n\n 75%|#######5 | 188/250 [01:55<00:37, 1.67it/s]\nCLIP Loss: 723.998\tRange Loss: 0.001\tTV Loss: 34.562\tTotal Loss: 758.561\n\n 76%|#######5 | 189/250 [01:55<00:35, 1.71it/s]\nCLIP Loss: 734.738\tRange Loss: 0.001\tTV Loss: 35.359\tTotal Loss: 770.097\n\n 76%|#######6 | 190/250 [01:56<00:34, 1.74it/s]\nCLIP Loss: 732.420\tRange Loss: 0.001\tTV Loss: 36.114\tTotal Loss: 768.535\n\n 76%|#######6 | 191/250 [01:56<00:37, 1.56it/s]\nCLIP Loss: 731.350\tRange Loss: 0.001\tTV Loss: 37.004\tTotal Loss: 768.355\n\n 77%|#######6 | 192/250 [01:57<00:35, 1.63it/s]\nCLIP Loss: 738.984\tRange Loss: 0.001\tTV Loss: 37.846\tTotal Loss: 776.831\n\n 77%|#######7 | 193/250 [01:58<00:34, 1.68it/s]\nCLIP Loss: 728.832\tRange Loss: 0.001\tTV Loss: 38.674\tTotal Loss: 767.507\n\n 78%|#######7 | 194/250 [01:58<00:32, 1.71it/s]\nCLIP Loss: 729.887\tRange Loss: 0.001\tTV Loss: 39.356\tTotal Loss: 769.244\n\n 78%|#######8 | 195/250 [01:59<00:31, 1.73it/s]\nCLIP Loss: 727.240\tRange Loss: 0.001\tTV Loss: 40.111\tTotal Loss: 767.352\n\n 78%|#######8 | 196/250 [01:59<00:34, 1.58it/s]\nCLIP Loss: 726.719\tRange Loss: 0.001\tTV Loss: 40.820\tTotal Loss: 767.540\n\n 79%|#######8 | 197/250 [02:00<00:32, 1.63it/s]\nCLIP Loss: 733.527\tRange Loss: 0.001\tTV Loss: 41.548\tTotal Loss: 775.076\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.67it/s]\nCLIP Loss: 723.195\tRange Loss: 0.001\tTV Loss: 42.208\tTotal Loss: 765.404\n\n 80%|#######9 | 199/250 [02:01<00:30, 1.68it/s]\nCLIP Loss: 737.656\tRange Loss: 0.001\tTV Loss: 42.697\tTotal Loss: 780.354\n\n 80%|######## | 200/250 [02:02<00:29, 1.71it/s]\nCLIP Loss: 725.204\tRange Loss: 0.001\tTV Loss: 43.054\tTotal Loss: 768.258\n\n 80%|######## | 201/250 [02:02<00:31, 1.54it/s]\nCLIP Loss: 731.105\tRange Loss: 0.001\tTV Loss: 43.552\tTotal Loss: 774.658\n\n 81%|######## | 202/250 [02:03<00:29, 1.62it/s]\nCLIP Loss: 738.088\tRange Loss: 0.001\tTV Loss: 44.014\tTotal Loss: 782.102\n\n 81%|########1 | 203/250 [02:04<00:28, 1.66it/s]\nCLIP Loss: 741.319\tRange Loss: 0.001\tTV Loss: 44.384\tTotal Loss: 785.704\n\n 82%|########1 | 204/250 [02:04<00:27, 1.70it/s]\nCLIP Loss: 725.671\tRange Loss: 0.001\tTV Loss: 44.619\tTotal Loss: 770.290\n\n 82%|########2 | 205/250 [02:05<00:26, 1.73it/s]\nCLIP Loss: 732.116\tRange Loss: 0.001\tTV Loss: 44.848\tTotal Loss: 776.964\n\n 82%|########2 | 206/250 [02:05<00:28, 1.56it/s]\nCLIP Loss: 730.957\tRange Loss: 0.001\tTV Loss: 44.922\tTotal Loss: 775.879\n\n 83%|########2 | 207/250 [02:06<00:26, 1.62it/s]\nCLIP Loss: 726.148\tRange Loss: 0.000\tTV Loss: 45.022\tTotal Loss: 771.171\n\n 83%|########3 | 208/250 [02:07<00:25, 1.65it/s]\nCLIP Loss: 725.539\tRange Loss: 0.000\tTV Loss: 45.218\tTotal Loss: 770.758\n\n 84%|########3 | 209/250 [02:07<00:24, 1.69it/s]\nCLIP Loss: 730.550\tRange Loss: 0.000\tTV Loss: 45.221\tTotal Loss: 775.771\n\n 84%|########4 | 210/250 [02:08<00:23, 1.71it/s]\nCLIP Loss: 744.286\tRange Loss: 0.000\tTV Loss: 45.323\tTotal Loss: 789.610\n\n 84%|########4 | 211/250 [02:09<00:25, 1.55it/s]\nCLIP Loss: 735.281\tRange Loss: 0.000\tTV Loss: 45.212\tTotal Loss: 780.494\n\n 85%|########4 | 212/250 [02:09<00:23, 1.61it/s]\nCLIP Loss: 728.757\tRange Loss: 0.000\tTV Loss: 45.024\tTotal Loss: 773.782\n\n 85%|########5 | 213/250 [02:10<00:22, 1.66it/s]\nCLIP Loss: 735.952\tRange Loss: 0.000\tTV Loss: 44.867\tTotal Loss: 780.820\n\n 86%|########5 | 214/250 [02:10<00:21, 1.68it/s]\nCLIP Loss: 734.766\tRange Loss: 0.000\tTV Loss: 44.646\tTotal Loss: 779.412\n\n 86%|########6 | 215/250 [02:11<00:20, 1.71it/s]\nCLIP Loss: 741.578\tRange Loss: 0.000\tTV Loss: 44.273\tTotal Loss: 785.852\n\n 86%|########6 | 216/250 [02:12<00:22, 1.53it/s]\nCLIP Loss: 725.581\tRange Loss: 0.000\tTV Loss: 43.842\tTotal Loss: 769.424\n\n 87%|########6 | 217/250 [02:12<00:20, 1.60it/s]\nCLIP Loss: 732.438\tRange Loss: 0.000\tTV Loss: 43.352\tTotal Loss: 775.790\n\n 87%|########7 | 218/250 [02:13<00:19, 1.65it/s]\nCLIP Loss: 727.565\tRange Loss: 0.000\tTV Loss: 42.727\tTotal Loss: 770.293\n\n 88%|########7 | 219/250 [02:13<00:18, 1.68it/s]\nCLIP Loss: 728.107\tRange Loss: 0.000\tTV Loss: 42.149\tTotal Loss: 770.256\n\n 88%|########8 | 220/250 [02:14<00:17, 1.70it/s]\nCLIP Loss: 728.219\tRange Loss: 0.000\tTV Loss: 41.574\tTotal Loss: 769.794\n\n 88%|########8 | 221/250 [02:15<00:18, 1.55it/s]\nCLIP Loss: 726.946\tRange Loss: 0.000\tTV Loss: 40.732\tTotal Loss: 767.678\n\n 89%|########8 | 222/250 [02:15<00:17, 1.61it/s]\nCLIP Loss: 737.540\tRange Loss: 0.000\tTV Loss: 39.921\tTotal Loss: 777.461\n\n 89%|########9 | 223/250 [02:16<00:16, 1.66it/s]\nCLIP Loss: 727.838\tRange Loss: 0.000\tTV Loss: 39.087\tTotal Loss: 766.925\n\n 90%|########9 | 224/250 [02:16<00:15, 1.70it/s]\nCLIP Loss: 732.209\tRange Loss: 0.000\tTV Loss: 38.162\tTotal Loss: 770.371\n\n 90%|######### | 225/250 [02:17<00:14, 1.73it/s]\nCLIP Loss: 738.243\tRange Loss: 0.000\tTV Loss: 37.172\tTotal Loss: 775.415\n\n 90%|######### | 226/250 [02:18<00:15, 1.56it/s]\nCLIP Loss: 729.453\tRange Loss: 0.000\tTV Loss: 36.054\tTotal Loss: 765.508\n\n 91%|######### | 227/250 [02:18<00:14, 1.63it/s]\nCLIP Loss: 720.651\tRange Loss: 0.000\tTV Loss: 34.985\tTotal Loss: 755.637\n\n 91%|#########1| 228/250 [02:19<00:13, 1.67it/s]\nCLIP Loss: 728.176\tRange Loss: 0.000\tTV Loss: 33.767\tTotal Loss: 761.943\n\n 92%|#########1| 229/250 [02:19<00:12, 1.70it/s]\nCLIP Loss: 720.958\tRange Loss: 0.000\tTV Loss: 32.462\tTotal Loss: 753.421\n\n 92%|#########2| 230/250 [02:20<00:11, 1.73it/s]\nCLIP Loss: 719.118\tRange Loss: 0.000\tTV Loss: 31.213\tTotal Loss: 750.332\n\n 92%|#########2| 231/250 [02:21<00:12, 1.54it/s]\nCLIP Loss: 718.031\tRange Loss: 0.000\tTV Loss: 29.916\tTotal Loss: 747.947\n\n 93%|#########2| 232/250 [02:21<00:11, 1.62it/s]\nCLIP Loss: 722.033\tRange Loss: 0.000\tTV Loss: 28.608\tTotal Loss: 750.641\n\n 93%|#########3| 233/250 [02:22<00:10, 1.67it/s]\nCLIP Loss: 714.966\tRange Loss: 0.000\tTV Loss: 27.282\tTotal Loss: 742.248\n\n 94%|#########3| 234/250 [02:22<00:09, 1.71it/s]\nCLIP Loss: 715.851\tRange Loss: 0.000\tTV Loss: 25.862\tTotal Loss: 741.713\n\n 94%|#########3| 235/250 [02:23<00:08, 1.73it/s]\nCLIP Loss: 719.974\tRange Loss: 0.000\tTV Loss: 24.475\tTotal Loss: 744.450\n\n 94%|#########4| 236/250 [02:24<00:09, 1.54it/s]\nCLIP Loss: 724.686\tRange Loss: 0.000\tTV Loss: 23.034\tTotal Loss: 747.720\n\n 95%|#########4| 237/250 [02:24<00:08, 1.61it/s]\nCLIP Loss: 721.454\tRange Loss: 0.000\tTV Loss: 21.657\tTotal Loss: 743.111\n\n 95%|#########5| 238/250 [02:25<00:07, 1.66it/s]\nCLIP Loss: 720.532\tRange Loss: 0.000\tTV Loss: 20.325\tTotal Loss: 740.857\n\n 96%|#########5| 239/250 [02:25<00:06, 1.71it/s]\nCLIP Loss: 719.734\tRange Loss: 0.000\tTV Loss: 19.025\tTotal Loss: 738.759\n\n 96%|#########6| 240/250 [02:26<00:05, 1.74it/s]\nCLIP Loss: 715.709\tRange Loss: 0.000\tTV Loss: 17.766\tTotal Loss: 733.475\n\n 96%|#########6| 241/250 [02:27<00:05, 1.59it/s]\nCLIP Loss: 718.848\tRange Loss: 0.000\tTV Loss: 16.570\tTotal Loss: 735.418\n\n 97%|#########6| 242/250 [02:27<00:04, 1.65it/s]\nCLIP Loss: 721.008\tRange Loss: 0.000\tTV Loss: 15.447\tTotal Loss: 736.455\n\n 97%|#########7| 243/250 [02:28<00:04, 1.69it/s]\nCLIP Loss: 716.571\tRange Loss: 0.000\tTV Loss: 14.358\tTotal Loss: 730.929\n\n 98%|#########7| 244/250 [02:28<00:03, 1.72it/s]\nCLIP Loss: 713.092\tRange Loss: 0.000\tTV Loss: 13.376\tTotal Loss: 726.468\n\n 98%|#########8| 245/250 [02:29<00:02, 1.73it/s]\nCLIP Loss: 726.744\tRange Loss: 0.000\tTV Loss: 12.470\tTotal Loss: 739.214\n\n 98%|#########8| 246/250 [02:30<00:02, 1.49it/s]\nCLIP Loss: 726.308\tRange Loss: 0.000\tTV Loss: 11.688\tTotal Loss: 737.996\n\n 99%|#########8| 247/250 [02:30<00:01, 1.58it/s]\nCLIP Loss: 733.629\tRange Loss: 0.000\tTV Loss: 11.031\tTotal Loss: 744.660\n\n 99%|#########9| 248/250 [02:31<00:01, 1.64it/s]\nCLIP Loss: 720.179\tRange Loss: 0.000\tTV Loss: 10.530\tTotal Loss: 730.709\n\n100%|#########9| 249/250 [02:31<00:00, 1.69it/s]\nCLIP Loss: 716.860\tRange Loss: 0.000\tTV Loss: 10.159\tTotal Loss: 727.020\n\n100%|##########| 250/250 [02:32<00:00, 1.53it/s]\n\n100%|##########| 250/250 [02:32<00:00, 1.64it/s]", "metrics": { "total_time": 155.206208 }, "output": [ { "file": "https://replicate.delivery/mgxm/545c332a-68bf-4494-b3c3-edac992098f6/0000.png" }, { "file": "https://replicate.delivery/mgxm/a9718050-4dc6-4437-9db9-69e2fce77226/0005.png" }, { "file": "https://replicate.delivery/mgxm/60eba084-a150-4cce-9250-d813ae2860c9/0010.png" }, { "file": "https://replicate.delivery/mgxm/5fa64c73-c326-42e7-9c88-66336339fc7c/0015.png" }, { "file": "https://replicate.delivery/mgxm/652864bb-d058-4de4-b6a0-8377ae9cfc4f/0020.png" }, { "file": "https://replicate.delivery/mgxm/1b9e65c1-4f79-40e3-b54c-46eadf8bf621/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 968.978 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 977.057 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:46, 1.50it/s] CLIP Loss: 935.607 Range Loss: 0.001 TV Loss: 5.268 Total Loss: 940.876 1%| | 2/250 [00:01<02:27, 1.68it/s] CLIP Loss: 929.268 Range Loss: 0.004 TV Loss: 4.859 Total Loss: 934.130 1%|1 | 3/250 [00:01<02:22, 1.74it/s] CLIP Loss: 921.847 Range Loss: 0.018 TV Loss: 5.601 Total Loss: 927.467 2%|1 | 4/250 [00:02<02:19, 1.76it/s] CLIP Loss: 918.971 Range Loss: 0.005 TV Loss: 4.322 Total Loss: 923.298 2%|2 | 5/250 [00:02<02:17, 1.79it/s] CLIP Loss: 917.660 Range Loss: 0.031 TV Loss: 5.154 Total Loss: 922.845 2%|2 | 6/250 [00:03<02:34, 1.58it/s] CLIP Loss: 906.698 Range Loss: 0.047 TV Loss: 4.521 Total Loss: 911.266 3%|2 | 7/250 [00:04<02:26, 1.66it/s] CLIP Loss: 911.238 Range Loss: 0.007 TV Loss: 3.747 Total Loss: 914.991 3%|3 | 8/250 [00:04<02:24, 1.67it/s] CLIP Loss: 902.069 Range Loss: 0.036 TV Loss: 4.519 Total Loss: 906.624 4%|3 | 9/250 [00:05<02:21, 1.71it/s] CLIP Loss: 897.475 Range Loss: 0.065 TV Loss: 3.802 Total Loss: 901.342 4%|4 | 10/250 [00:05<02:18, 1.74it/s] CLIP Loss: 892.929 Range Loss: 0.163 TV Loss: 4.045 Total Loss: 897.137 4%|4 | 11/250 [00:06<02:30, 1.59it/s] CLIP Loss: 896.497 Range Loss: 0.102 TV Loss: 3.850 Total Loss: 900.450 5%|4 | 12/250 [00:07<02:24, 1.65it/s] CLIP Loss: 893.591 Range Loss: 1.021 TV Loss: 4.080 Total Loss: 898.692 5%|5 | 13/250 [00:07<02:20, 1.69it/s] CLIP Loss: 910.524 Range Loss: 0.004 TV Loss: 3.170 Total Loss: 913.698 6%|5 | 14/250 [00:08<02:17, 1.71it/s] CLIP Loss: 897.338 Range Loss: 0.009 TV Loss: 2.389 Total Loss: 899.736 6%|6 | 15/250 [00:08<02:15, 1.74it/s] CLIP Loss: 897.202 Range Loss: 0.020 TV Loss: 2.589 Total Loss: 899.810 6%|6 | 16/250 [00:09<02:26, 1.59it/s] CLIP Loss: 892.613 Range Loss: 0.026 TV Loss: 2.254 Total Loss: 894.893 7%|6 | 17/250 [00:10<02:20, 1.66it/s] CLIP Loss: 886.090 Range Loss: 0.047 TV Loss: 2.408 Total Loss: 888.544 7%|7 | 18/250 [00:10<02:16, 1.70it/s] CLIP Loss: 883.941 Range Loss: 0.130 TV Loss: 2.452 Total Loss: 886.522 8%|7 | 19/250 [00:11<02:14, 1.72it/s] CLIP Loss: 883.882 Range Loss: 0.126 TV Loss: 2.252 Total Loss: 886.260 8%|8 | 20/250 [00:11<02:11, 1.74it/s] CLIP Loss: 874.397 Range Loss: 0.210 TV Loss: 2.215 Total Loss: 876.822 8%|8 | 21/250 [00:12<02:24, 1.59it/s] CLIP Loss: 873.302 Range Loss: 0.102 TV Loss: 1.873 Total Loss: 875.277 9%|8 | 22/250 [00:13<02:18, 1.65it/s] CLIP Loss: 870.520 Range Loss: 0.220 TV Loss: 2.084 Total Loss: 872.824 9%|9 | 23/250 [00:13<02:14, 1.69it/s] CLIP Loss: 870.498 Range Loss: 0.092 TV Loss: 1.634 Total Loss: 872.224 10%|9 | 24/250 [00:14<02:11, 1.72it/s] CLIP Loss: 868.907 Range Loss: 0.051 TV Loss: 1.717 Total Loss: 870.675 10%|# | 25/250 [00:14<02:09, 1.73it/s] CLIP Loss: 871.282 Range Loss: 0.045 TV Loss: 1.644 Total Loss: 872.971 10%|# | 26/250 [00:15<02:20, 1.59it/s] CLIP Loss: 870.755 Range Loss: 0.100 TV Loss: 1.936 Total Loss: 872.791 11%|# | 27/250 [00:16<02:14, 1.66it/s] CLIP Loss: 866.870 Range Loss: 0.002 TV Loss: 1.022 Total Loss: 867.894 11%|#1 | 28/250 [00:16<02:11, 1.69it/s] CLIP Loss: 854.376 Range Loss: 0.034 TV Loss: 1.148 Total Loss: 855.558 12%|#1 | 29/250 [00:17<02:08, 1.71it/s] CLIP Loss: 853.849 Range Loss: 0.018 TV Loss: 0.844 Total Loss: 854.711 12%|#2 | 30/250 [00:17<02:06, 1.74it/s] CLIP Loss: 853.783 Range Loss: 0.005 TV Loss: 0.741 Total Loss: 854.529 12%|#2 | 31/250 [00:18<02:17, 1.59it/s] CLIP Loss: 854.519 Range Loss: 0.008 TV Loss: 0.800 Total Loss: 855.327 13%|#2 | 32/250 [00:19<02:13, 1.64it/s] CLIP Loss: 857.588 Range Loss: 0.006 TV Loss: 0.664 Total Loss: 858.258 13%|#3 | 33/250 [00:19<02:10, 1.67it/s] CLIP Loss: 848.555 Range Loss: 0.018 TV Loss: 0.591 Total Loss: 849.164 14%|#3 | 34/250 [00:20<02:07, 1.69it/s] CLIP Loss: 859.976 Range Loss: 0.035 TV Loss: 0.663 Total Loss: 860.674 14%|#4 | 35/250 [00:20<02:05, 1.71it/s] CLIP Loss: 877.467 Range Loss: 0.003 TV Loss: 0.591 Total Loss: 878.061 14%|#4 | 36/250 [00:21<02:17, 1.56it/s] CLIP Loss: 860.533 Range Loss: 0.040 TV Loss: 0.855 Total Loss: 861.429 15%|#4 | 37/250 [00:22<02:12, 1.61it/s] CLIP Loss: 862.862 Range Loss: 0.002 TV Loss: 0.604 Total Loss: 863.469 15%|#5 | 38/250 [00:22<02:08, 1.65it/s] CLIP Loss: 854.599 Range Loss: 0.041 TV Loss: 0.476 Total Loss: 855.116 16%|#5 | 39/250 [00:23<02:05, 1.68it/s] CLIP Loss: 859.486 Range Loss: 0.002 TV Loss: 0.468 Total Loss: 859.955 16%|#6 | 40/250 [00:23<02:03, 1.70it/s] CLIP Loss: 858.330 Range Loss: 0.004 TV Loss: 0.433 Total Loss: 858.766 16%|#6 | 41/250 [00:24<02:19, 1.49it/s] CLIP Loss: 847.632 Range Loss: 0.017 TV Loss: 0.555 Total Loss: 848.204 17%|#6 | 42/250 [00:25<02:12, 1.57it/s] CLIP Loss: 889.703 Range Loss: 0.001 TV Loss: 0.328 Total Loss: 890.032 17%|#7 | 43/250 [00:25<02:07, 1.62it/s] CLIP Loss: 844.863 Range Loss: 0.008 TV Loss: 0.421 Total Loss: 845.292 18%|#7 | 44/250 [00:26<02:03, 1.67it/s] CLIP Loss: 845.017 Range Loss: 0.006 TV Loss: 0.346 Total Loss: 845.370 18%|#8 | 45/250 [00:27<02:01, 1.69it/s] CLIP Loss: 893.177 Range Loss: 0.031 TV Loss: 0.436 Total Loss: 893.644 18%|#8 | 46/250 [00:27<02:14, 1.52it/s] CLIP Loss: 856.866 Range Loss: 0.004 TV Loss: 0.257 Total Loss: 857.126 19%|#8 | 47/250 [00:28<02:08, 1.58it/s] CLIP Loss: 837.794 Range Loss: 0.001 TV Loss: 0.193 Total Loss: 837.988 19%|#9 | 48/250 [00:28<02:04, 1.62it/s] CLIP Loss: 821.270 Range Loss: 0.019 TV Loss: 0.353 Total Loss: 821.642 20%|#9 | 49/250 [00:29<02:00, 1.67it/s] CLIP Loss: 833.741 Range Loss: 0.002 TV Loss: 0.216 Total Loss: 833.959 20%|## | 50/250 [00:30<01:58, 1.69it/s] CLIP Loss: 836.816 Range Loss: 0.010 TV Loss: 0.223 Total Loss: 837.049 20%|## | 51/250 [00:30<02:12, 1.50it/s] CLIP Loss: 809.881 Range Loss: 0.003 TV Loss: 0.235 Total Loss: 810.118 21%|## | 52/250 [00:31<02:05, 1.57it/s] CLIP Loss: 797.252 Range Loss: 0.010 TV Loss: 0.256 Total Loss: 797.518 21%|##1 | 53/250 [00:32<02:00, 1.63it/s] CLIP Loss: 806.572 Range Loss: 0.004 TV Loss: 0.171 Total Loss: 806.746 22%|##1 | 54/250 [00:32<01:57, 1.67it/s] CLIP Loss: 818.029 Range Loss: 0.013 TV Loss: 0.279 Total Loss: 818.321 22%|##2 | 55/250 [00:33<01:55, 1.69it/s] CLIP Loss: 798.936 Range Loss: 0.001 TV Loss: 0.153 Total Loss: 799.091 22%|##2 | 56/250 [00:34<02:11, 1.47it/s] CLIP Loss: 791.613 Range Loss: 0.003 TV Loss: 0.209 Total Loss: 791.825 23%|##2 | 57/250 [00:34<02:03, 1.56it/s] CLIP Loss: 829.767 Range Loss: 0.002 TV Loss: 0.313 Total Loss: 830.081 23%|##3 | 58/250 [00:35<01:59, 1.61it/s] CLIP Loss: 832.019 Range Loss: 0.006 TV Loss: 0.357 Total Loss: 832.383 24%|##3 | 59/250 [00:35<01:55, 1.66it/s] CLIP Loss: 817.945 Range Loss: 0.001 TV Loss: 0.261 Total Loss: 818.207 24%|##4 | 60/250 [00:36<01:52, 1.68it/s] CLIP Loss: 787.429 Range Loss: 0.001 TV Loss: 0.203 Total Loss: 787.633 24%|##4 | 61/250 [00:37<02:10, 1.45it/s] CLIP Loss: 773.711 Range Loss: 0.001 TV Loss: 0.161 Total Loss: 773.873 25%|##4 | 62/250 [00:37<02:02, 1.53it/s] CLIP Loss: 775.813 Range Loss: 0.003 TV Loss: 0.166 Total Loss: 775.981 25%|##5 | 63/250 [00:38<01:57, 1.59it/s] CLIP Loss: 769.088 Range Loss: 0.003 TV Loss: 0.187 Total Loss: 769.278 26%|##5 | 64/250 [00:39<01:54, 1.63it/s] CLIP Loss: 770.926 Range Loss: 0.009 TV Loss: 0.321 Total Loss: 771.256 26%|##6 | 65/250 [00:39<01:51, 1.66it/s] CLIP Loss: 750.082 Range Loss: 0.002 TV Loss: 0.261 Total Loss: 750.346 26%|##6 | 66/250 [00:40<02:04, 1.48it/s] CLIP Loss: 761.170 Range Loss: 0.002 TV Loss: 0.222 Total Loss: 761.394 27%|##6 | 67/250 [00:40<01:57, 1.56it/s] CLIP Loss: 751.145 Range Loss: 0.004 TV Loss: 0.229 Total Loss: 751.378 27%|##7 | 68/250 [00:41<01:52, 1.62it/s] CLIP Loss: 758.780 Range Loss: 0.002 TV Loss: 0.243 Total Loss: 759.025 28%|##7 | 69/250 [00:42<01:49, 1.66it/s] CLIP Loss: 767.106 Range Loss: 0.006 TV Loss: 0.226 Total Loss: 767.338 28%|##8 | 70/250 [00:42<01:46, 1.69it/s] CLIP Loss: 762.376 Range Loss: 0.010 TV Loss: 0.233 Total Loss: 762.619 28%|##8 | 71/250 [00:43<02:00, 1.48it/s] CLIP Loss: 743.715 Range Loss: 0.006 TV Loss: 0.242 Total Loss: 743.963 29%|##8 | 72/250 [00:44<01:53, 1.57it/s] CLIP Loss: 750.282 Range Loss: 0.006 TV Loss: 0.316 Total Loss: 750.604 29%|##9 | 73/250 [00:44<01:48, 1.62it/s] CLIP Loss: 764.917 Range Loss: 0.005 TV Loss: 0.306 Total Loss: 765.227 30%|##9 | 74/250 [00:45<01:45, 1.67it/s] CLIP Loss: 759.098 Range Loss: 0.005 TV Loss: 0.332 Total Loss: 759.435 30%|### | 75/250 [00:45<01:43, 1.70it/s] CLIP Loss: 748.018 Range Loss: 0.002 TV Loss: 0.312 Total Loss: 748.332 30%|### | 76/250 [00:46<01:56, 1.50it/s] CLIP Loss: 736.421 Range Loss: 0.003 TV Loss: 0.346 Total Loss: 736.771 31%|### | 77/250 [00:47<01:49, 1.58it/s] CLIP Loss: 738.072 Range Loss: 0.002 TV Loss: 0.292 Total Loss: 738.366 31%|###1 | 78/250 [00:47<01:45, 1.63it/s] CLIP Loss: 738.632 Range Loss: 0.002 TV Loss: 0.311 Total Loss: 738.945 32%|###1 | 79/250 [00:48<01:42, 1.67it/s] CLIP Loss: 738.147 Range Loss: 0.003 TV Loss: 0.295 Total Loss: 738.445 32%|###2 | 80/250 [00:48<01:39, 1.71it/s] CLIP Loss: 731.230 Range Loss: 0.002 TV Loss: 0.327 Total Loss: 731.560 32%|###2 | 81/250 [00:49<01:52, 1.50it/s] CLIP Loss: 736.133 Range Loss: 0.002 TV Loss: 0.316 Total Loss: 736.451 33%|###2 | 82/250 [00:50<01:46, 1.58it/s] CLIP Loss: 758.023 Range Loss: 0.001 TV Loss: 0.280 Total Loss: 758.305 33%|###3 | 83/250 [00:50<01:42, 1.64it/s] CLIP Loss: 788.959 Range Loss: 0.004 TV Loss: 0.531 Total Loss: 789.493 34%|###3 | 84/250 [00:51<01:39, 1.67it/s] CLIP Loss: 765.398 Range Loss: 0.003 TV Loss: 0.561 Total Loss: 765.961 34%|###4 | 85/250 [00:51<01:36, 1.70it/s] CLIP Loss: 755.844 Range Loss: 0.003 TV Loss: 0.524 Total Loss: 756.371 34%|###4 | 86/250 [00:52<01:48, 1.51it/s] CLIP Loss: 785.983 Range Loss: 0.002 TV Loss: 0.576 Total Loss: 786.561 35%|###4 | 87/250 [00:53<01:42, 1.59it/s] CLIP Loss: 751.185 Range Loss: 0.001 TV Loss: 0.687 Total Loss: 751.874 35%|###5 | 88/250 [00:53<01:38, 1.64it/s] CLIP Loss: 739.829 Range Loss: 0.001 TV Loss: 0.691 Total Loss: 740.521 36%|###5 | 89/250 [00:54<01:35, 1.68it/s] CLIP Loss: 734.510 Range Loss: 0.001 TV Loss: 0.795 Total Loss: 735.306 36%|###6 | 90/250 [00:55<01:33, 1.72it/s] CLIP Loss: 760.808 Range Loss: 0.001 TV Loss: 0.610 Total Loss: 761.419 36%|###6 | 91/250 [00:55<01:45, 1.51it/s] CLIP Loss: 762.207 Range Loss: 0.001 TV Loss: 0.743 Total Loss: 762.952 37%|###6 | 92/250 [00:56<01:40, 1.57it/s] CLIP Loss: 745.328 Range Loss: 0.000 TV Loss: 0.636 Total Loss: 745.965 37%|###7 | 93/250 [00:57<01:36, 1.63it/s] CLIP Loss: 728.706 Range Loss: 0.000 TV Loss: 0.675 Total Loss: 729.382 38%|###7 | 94/250 [00:57<01:33, 1.67it/s] CLIP Loss: 743.901 Range Loss: 0.001 TV Loss: 0.721 Total Loss: 744.622 38%|###8 | 95/250 [00:58<01:30, 1.71it/s] CLIP Loss: 735.386 Range Loss: 0.000 TV Loss: 0.754 Total Loss: 736.140 38%|###8 | 96/250 [00:59<01:41, 1.51it/s] CLIP Loss: 724.835 Range Loss: 0.000 TV Loss: 0.716 Total Loss: 725.552 39%|###8 | 97/250 [00:59<01:37, 1.57it/s] CLIP Loss: 729.472 Range Loss: 0.000 TV Loss: 0.756 Total Loss: 730.229 39%|###9 | 98/250 [01:00<01:32, 1.64it/s] CLIP Loss: 734.301 Range Loss: 0.000 TV Loss: 0.794 Total Loss: 735.095 40%|###9 | 99/250 [01:00<01:29, 1.68it/s] CLIP Loss: 719.001 Range Loss: 0.000 TV Loss: 0.911 Total Loss: 719.911 40%|#### | 100/250 [01:01<01:27, 1.71it/s] CLIP Loss: 729.424 Range Loss: 0.000 TV Loss: 0.924 Total Loss: 730.348 40%|#### | 101/250 [01:02<01:38, 1.51it/s] CLIP Loss: 719.553 Range Loss: 0.000 TV Loss: 1.073 Total Loss: 720.626 41%|#### | 102/250 [01:02<01:33, 1.58it/s] CLIP Loss: 730.868 Range Loss: 0.000 TV Loss: 1.160 Total Loss: 732.028 41%|####1 | 103/250 [01:03<01:29, 1.64it/s] CLIP Loss: 726.644 Range Loss: 0.000 TV Loss: 1.255 Total Loss: 727.900 42%|####1 | 104/250 [01:03<01:26, 1.68it/s] CLIP Loss: 727.911 Range Loss: 0.000 TV Loss: 1.359 Total Loss: 729.270 42%|####2 | 105/250 [01:04<01:24, 1.71it/s] CLIP Loss: 725.490 Range Loss: 0.000 TV Loss: 1.425 Total Loss: 726.915 42%|####2 | 106/250 [01:05<01:34, 1.53it/s] CLIP Loss: 737.779 Range Loss: 0.000 TV Loss: 1.454 Total Loss: 739.232 43%|####2 | 107/250 [01:05<01:29, 1.61it/s] CLIP Loss: 717.394 Range Loss: 0.000 TV Loss: 1.258 Total Loss: 718.652 43%|####3 | 108/250 [01:06<01:25, 1.66it/s] CLIP Loss: 722.829 Range Loss: 0.000 TV Loss: 1.242 Total Loss: 724.071 44%|####3 | 109/250 [01:06<01:23, 1.70it/s] CLIP Loss: 724.019 Range Loss: 0.000 TV Loss: 1.280 Total Loss: 725.299 44%|####4 | 110/250 [01:07<01:21, 1.72it/s] CLIP Loss: 730.807 Range Loss: 0.000 TV Loss: 1.461 Total Loss: 732.268 44%|####4 | 111/250 [01:08<01:31, 1.53it/s] CLIP Loss: 736.439 Range Loss: 0.000 TV Loss: 1.492 Total Loss: 737.931 45%|####4 | 112/250 [01:08<01:26, 1.60it/s] CLIP Loss: 726.288 Range Loss: 0.000 TV Loss: 1.451 Total Loss: 727.740 45%|####5 | 113/250 [01:09<01:23, 1.64it/s] CLIP Loss: 731.543 Range Loss: 0.000 TV Loss: 1.495 Total Loss: 733.038 46%|####5 | 114/250 [01:09<01:20, 1.69it/s] CLIP Loss: 732.767 Range Loss: 0.000 TV Loss: 1.580 Total Loss: 734.347 46%|####6 | 115/250 [01:10<01:18, 1.73it/s] CLIP Loss: 727.801 Range Loss: 0.000 TV Loss: 1.578 Total Loss: 729.380 46%|####6 | 116/250 [01:11<01:28, 1.52it/s] CLIP Loss: 729.377 Range Loss: 0.000 TV Loss: 1.776 Total Loss: 731.154 47%|####6 | 117/250 [01:11<01:22, 1.61it/s] CLIP Loss: 730.952 Range Loss: 0.000 TV Loss: 1.883 Total Loss: 732.835 47%|####7 | 118/250 [01:12<01:19, 1.66it/s] CLIP Loss: 724.725 Range Loss: 0.000 TV Loss: 2.106 Total Loss: 726.832 48%|####7 | 119/250 [01:12<01:16, 1.70it/s] CLIP Loss: 722.940 Range Loss: 0.000 TV Loss: 2.247 Total Loss: 725.187 48%|####8 | 120/250 [01:13<01:15, 1.73it/s] CLIP Loss: 732.023 Range Loss: 0.001 TV Loss: 2.319 Total Loss: 734.343 48%|####8 | 121/250 [01:14<01:24, 1.54it/s] CLIP Loss: 731.515 Range Loss: 0.000 TV Loss: 2.490 Total Loss: 734.006 49%|####8 | 122/250 [01:14<01:19, 1.61it/s] CLIP Loss: 726.826 Range Loss: 0.001 TV Loss: 2.434 Total Loss: 729.260 49%|####9 | 123/250 [01:15<01:16, 1.66it/s] CLIP Loss: 728.058 Range Loss: 0.001 TV Loss: 2.499 Total Loss: 730.558 50%|####9 | 124/250 [01:15<01:14, 1.70it/s] CLIP Loss: 722.381 Range Loss: 0.001 TV Loss: 2.507 Total Loss: 724.888 50%|##### | 125/250 [01:16<01:12, 1.73it/s] CLIP Loss: 721.672 Range Loss: 0.001 TV Loss: 2.754 Total Loss: 724.427 50%|##### | 126/250 [01:17<01:21, 1.52it/s] CLIP Loss: 724.411 Range Loss: 0.001 TV Loss: 3.136 Total Loss: 727.548 51%|##### | 127/250 [01:17<01:16, 1.60it/s] CLIP Loss: 731.736 Range Loss: 0.001 TV Loss: 3.281 Total Loss: 735.018 51%|#####1 | 128/250 [01:18<01:13, 1.65it/s] CLIP Loss: 730.931 Range Loss: 0.001 TV Loss: 3.454 Total Loss: 734.385 52%|#####1 | 129/250 [01:19<01:11, 1.70it/s] CLIP Loss: 723.960 Range Loss: 0.001 TV Loss: 3.524 Total Loss: 727.485 52%|#####2 | 130/250 [01:19<01:09, 1.73it/s] CLIP Loss: 718.505 Range Loss: 0.001 TV Loss: 3.818 Total Loss: 722.324 52%|#####2 | 131/250 [01:20<01:17, 1.54it/s] CLIP Loss: 718.040 Range Loss: 0.001 TV Loss: 3.853 Total Loss: 721.894 53%|#####2 | 132/250 [01:20<01:12, 1.62it/s] CLIP Loss: 721.616 Range Loss: 0.001 TV Loss: 4.029 Total Loss: 725.646 53%|#####3 | 133/250 [01:21<01:10, 1.67it/s] CLIP Loss: 722.566 Range Loss: 0.001 TV Loss: 4.234 Total Loss: 726.800 54%|#####3 | 134/250 [01:22<01:08, 1.69it/s] CLIP Loss: 727.153 Range Loss: 0.001 TV Loss: 4.570 Total Loss: 731.725 54%|#####4 | 135/250 [01:22<01:06, 1.72it/s] CLIP Loss: 730.518 Range Loss: 0.001 TV Loss: 4.697 Total Loss: 735.215 54%|#####4 | 136/250 [01:23<01:14, 1.52it/s] CLIP Loss: 730.060 Range Loss: 0.001 TV Loss: 4.918 Total Loss: 734.978 55%|#####4 | 137/250 [01:24<01:10, 1.60it/s] CLIP Loss: 725.570 Range Loss: 0.001 TV Loss: 5.263 Total Loss: 730.835 55%|#####5 | 138/250 [01:24<01:07, 1.66it/s] CLIP Loss: 728.956 Range Loss: 0.001 TV Loss: 5.529 Total Loss: 734.485 56%|#####5 | 139/250 [01:25<01:05, 1.70it/s] CLIP Loss: 729.926 Range Loss: 0.001 TV Loss: 5.797 Total Loss: 735.723 56%|#####6 | 140/250 [01:25<01:03, 1.72it/s] CLIP Loss: 726.981 Range Loss: 0.001 TV Loss: 6.176 Total Loss: 733.158 56%|#####6 | 141/250 [01:26<01:11, 1.52it/s] CLIP Loss: 727.243 Range Loss: 0.001 TV Loss: 6.455 Total Loss: 733.699 57%|#####6 | 142/250 [01:27<01:07, 1.61it/s] CLIP Loss: 732.599 Range Loss: 0.001 TV Loss: 6.726 Total Loss: 739.326 57%|#####7 | 143/250 [01:27<01:04, 1.65it/s] CLIP Loss: 726.503 Range Loss: 0.001 TV Loss: 7.123 Total Loss: 733.627 58%|#####7 | 144/250 [01:28<01:02, 1.70it/s] CLIP Loss: 729.947 Range Loss: 0.001 TV Loss: 7.427 Total Loss: 737.375 58%|#####8 | 145/250 [01:28<01:00, 1.73it/s] CLIP Loss: 723.429 Range Loss: 0.001 TV Loss: 7.569 Total Loss: 730.999 58%|#####8 | 146/250 [01:29<01:08, 1.52it/s] CLIP Loss: 724.035 Range Loss: 0.001 TV Loss: 7.613 Total Loss: 731.649 59%|#####8 | 147/250 [01:30<01:04, 1.60it/s] CLIP Loss: 726.588 Range Loss: 0.001 TV Loss: 7.880 Total Loss: 734.468 59%|#####9 | 148/250 [01:30<01:01, 1.66it/s] CLIP Loss: 726.545 Range Loss: 0.001 TV Loss: 8.193 Total Loss: 734.739 60%|#####9 | 149/250 [01:31<00:59, 1.70it/s] CLIP Loss: 729.006 Range Loss: 0.001 TV Loss: 8.556 Total Loss: 737.563 60%|###### | 150/250 [01:31<00:58, 1.71it/s] CLIP Loss: 723.816 Range Loss: 0.001 TV Loss: 9.141 Total Loss: 732.958 60%|###### | 151/250 [01:32<01:04, 1.53it/s] CLIP Loss: 725.586 Range Loss: 0.001 TV Loss: 9.426 Total Loss: 735.012 61%|###### | 152/250 [01:33<01:01, 1.60it/s] CLIP Loss: 727.755 Range Loss: 0.001 TV Loss: 9.842 Total Loss: 737.598 61%|######1 | 153/250 [01:33<00:58, 1.65it/s] CLIP Loss: 720.458 Range Loss: 0.001 TV Loss: 10.261 Total Loss: 730.721 62%|######1 | 154/250 [01:34<00:56, 1.69it/s] CLIP Loss: 726.886 Range Loss: 0.001 TV Loss: 10.620 Total Loss: 737.507 62%|######2 | 155/250 [01:34<00:55, 1.73it/s] CLIP Loss: 725.859 Range Loss: 0.001 TV Loss: 11.077 Total Loss: 736.937 62%|######2 | 156/250 [01:35<01:00, 1.54it/s] CLIP Loss: 725.069 Range Loss: 0.001 TV Loss: 11.531 Total Loss: 736.601 63%|######2 | 157/250 [01:36<00:57, 1.62it/s] CLIP Loss: 726.016 Range Loss: 0.001 TV Loss: 11.957 Total Loss: 737.974 63%|######3 | 158/250 [01:36<00:55, 1.65it/s] CLIP Loss: 725.627 Range Loss: 0.001 TV Loss: 12.380 Total Loss: 738.008 64%|######3 | 159/250 [01:37<00:53, 1.69it/s] CLIP Loss: 738.169 Range Loss: 0.001 TV Loss: 12.834 Total Loss: 751.005 64%|######4 | 160/250 [01:37<00:52, 1.72it/s] CLIP Loss: 728.799 Range Loss: 0.001 TV Loss: 13.445 Total Loss: 742.245 64%|######4 | 161/250 [01:38<00:58, 1.53it/s] CLIP Loss: 727.326 Range Loss: 0.001 TV Loss: 13.882 Total Loss: 741.209 65%|######4 | 162/250 [01:39<00:54, 1.61it/s] CLIP Loss: 731.036 Range Loss: 0.001 TV Loss: 14.422 Total Loss: 745.459 65%|######5 | 163/250 [01:39<00:52, 1.66it/s] CLIP Loss: 728.307 Range Loss: 0.001 TV Loss: 14.927 Total Loss: 743.235 66%|######5 | 164/250 [01:40<00:50, 1.70it/s] CLIP Loss: 720.039 Range Loss: 0.001 TV Loss: 15.560 Total Loss: 735.600 66%|######6 | 165/250 [01:40<00:49, 1.72it/s] CLIP Loss: 722.920 Range Loss: 0.001 TV Loss: 16.424 Total Loss: 739.345 66%|######6 | 166/250 [01:41<00:53, 1.56it/s] CLIP Loss: 723.076 Range Loss: 0.001 TV Loss: 17.020 Total Loss: 740.097 67%|######6 | 167/250 [01:42<00:50, 1.63it/s] CLIP Loss: 730.944 Range Loss: 0.001 TV Loss: 17.778 Total Loss: 748.724 67%|######7 | 168/250 [01:42<00:49, 1.67it/s] CLIP Loss: 729.114 Range Loss: 0.001 TV Loss: 18.435 Total Loss: 747.550 68%|######7 | 169/250 [01:43<00:47, 1.71it/s] CLIP Loss: 725.401 Range Loss: 0.001 TV Loss: 19.098 Total Loss: 744.500 68%|######8 | 170/250 [01:43<00:46, 1.73it/s] CLIP Loss: 726.508 Range Loss: 0.001 TV Loss: 19.953 Total Loss: 746.463 68%|######8 | 171/250 [01:44<00:51, 1.55it/s] CLIP Loss: 732.286 Range Loss: 0.001 TV Loss: 20.806 Total Loss: 753.093 69%|######8 | 172/250 [01:45<00:48, 1.62it/s] CLIP Loss: 723.266 Range Loss: 0.001 TV Loss: 21.582 Total Loss: 744.849 69%|######9 | 173/250 [01:45<00:46, 1.67it/s] CLIP Loss: 721.520 Range Loss: 0.001 TV Loss: 22.269 Total Loss: 743.791 70%|######9 | 174/250 [01:46<00:44, 1.70it/s] CLIP Loss: 726.835 Range Loss: 0.001 TV Loss: 23.127 Total Loss: 749.963 70%|####### | 175/250 [01:46<00:43, 1.73it/s] CLIP Loss: 734.157 Range Loss: 0.001 TV Loss: 23.684 Total Loss: 757.843 70%|####### | 176/250 [01:47<00:48, 1.53it/s] CLIP Loss: 726.944 Range Loss: 0.002 TV Loss: 24.561 Total Loss: 751.506 71%|####### | 177/250 [01:48<00:45, 1.59it/s] CLIP Loss: 726.703 Range Loss: 0.002 TV Loss: 25.514 Total Loss: 752.219 71%|#######1 | 178/250 [01:48<00:43, 1.64it/s] CLIP Loss: 725.664 Range Loss: 0.001 TV Loss: 26.159 Total Loss: 751.824 72%|#######1 | 179/250 [01:49<00:42, 1.67it/s] CLIP Loss: 732.042 Range Loss: 0.002 TV Loss: 26.952 Total Loss: 758.995 72%|#######2 | 180/250 [01:50<00:40, 1.71it/s] CLIP Loss: 731.248 Range Loss: 0.001 TV Loss: 27.921 Total Loss: 759.170 72%|#######2 | 181/250 [01:50<00:45, 1.53it/s] CLIP Loss: 734.603 Range Loss: 0.001 TV Loss: 28.747 Total Loss: 763.350 73%|#######2 | 182/250 [01:51<00:42, 1.60it/s] CLIP Loss: 751.254 Range Loss: 0.001 TV Loss: 29.722 Total Loss: 780.977 73%|#######3 | 183/250 [01:52<00:40, 1.65it/s] CLIP Loss: 737.665 Range Loss: 0.001 TV Loss: 30.381 Total Loss: 768.047 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s] CLIP Loss: 731.408 Range Loss: 0.001 TV Loss: 31.197 Total Loss: 762.605 74%|#######4 | 185/250 [01:53<00:37, 1.72it/s] CLIP Loss: 733.088 Range Loss: 0.001 TV Loss: 32.002 Total Loss: 765.091 74%|#######4 | 186/250 [01:53<00:40, 1.56it/s] CLIP Loss: 726.635 Range Loss: 0.001 TV Loss: 32.983 Total Loss: 759.619 75%|#######4 | 187/250 [01:54<00:38, 1.63it/s] CLIP Loss: 733.737 Range Loss: 0.001 TV Loss: 33.743 Total Loss: 767.481 75%|#######5 | 188/250 [01:55<00:37, 1.67it/s] CLIP Loss: 723.998 Range Loss: 0.001 TV Loss: 34.562 Total Loss: 758.561 76%|#######5 | 189/250 [01:55<00:35, 1.71it/s] CLIP Loss: 734.738 Range Loss: 0.001 TV Loss: 35.359 Total Loss: 770.097 76%|#######6 | 190/250 [01:56<00:34, 1.74it/s] CLIP Loss: 732.420 Range Loss: 0.001 TV Loss: 36.114 Total Loss: 768.535 76%|#######6 | 191/250 [01:56<00:37, 1.56it/s] CLIP Loss: 731.350 Range Loss: 0.001 TV Loss: 37.004 Total Loss: 768.355 77%|#######6 | 192/250 [01:57<00:35, 1.63it/s] CLIP Loss: 738.984 Range Loss: 0.001 TV Loss: 37.846 Total Loss: 776.831 77%|#######7 | 193/250 [01:58<00:34, 1.68it/s] CLIP Loss: 728.832 Range Loss: 0.001 TV Loss: 38.674 Total Loss: 767.507 78%|#######7 | 194/250 [01:58<00:32, 1.71it/s] CLIP Loss: 729.887 Range Loss: 0.001 TV Loss: 39.356 Total Loss: 769.244 78%|#######8 | 195/250 [01:59<00:31, 1.73it/s] CLIP Loss: 727.240 Range Loss: 0.001 TV Loss: 40.111 Total Loss: 767.352 78%|#######8 | 196/250 [01:59<00:34, 1.58it/s] CLIP Loss: 726.719 Range Loss: 0.001 TV Loss: 40.820 Total Loss: 767.540 79%|#######8 | 197/250 [02:00<00:32, 1.63it/s] CLIP Loss: 733.527 Range Loss: 0.001 TV Loss: 41.548 Total Loss: 775.076 79%|#######9 | 198/250 [02:01<00:31, 1.67it/s] CLIP Loss: 723.195 Range Loss: 0.001 TV Loss: 42.208 Total Loss: 765.404 80%|#######9 | 199/250 [02:01<00:30, 1.68it/s] CLIP Loss: 737.656 Range Loss: 0.001 TV Loss: 42.697 Total Loss: 780.354 80%|######## | 200/250 [02:02<00:29, 1.71it/s] CLIP Loss: 725.204 Range Loss: 0.001 TV Loss: 43.054 Total Loss: 768.258 80%|######## | 201/250 [02:02<00:31, 1.54it/s] CLIP Loss: 731.105 Range Loss: 0.001 TV Loss: 43.552 Total Loss: 774.658 81%|######## | 202/250 [02:03<00:29, 1.62it/s] CLIP Loss: 738.088 Range Loss: 0.001 TV Loss: 44.014 Total Loss: 782.102 81%|########1 | 203/250 [02:04<00:28, 1.66it/s] CLIP Loss: 741.319 Range Loss: 0.001 TV Loss: 44.384 Total Loss: 785.704 82%|########1 | 204/250 [02:04<00:27, 1.70it/s] CLIP Loss: 725.671 Range Loss: 0.001 TV Loss: 44.619 Total Loss: 770.290 82%|########2 | 205/250 [02:05<00:26, 1.73it/s] CLIP Loss: 732.116 Range Loss: 0.001 TV Loss: 44.848 Total Loss: 776.964 82%|########2 | 206/250 [02:05<00:28, 1.56it/s] CLIP Loss: 730.957 Range Loss: 0.001 TV Loss: 44.922 Total Loss: 775.879 83%|########2 | 207/250 [02:06<00:26, 1.62it/s] CLIP Loss: 726.148 Range Loss: 0.000 TV Loss: 45.022 Total Loss: 771.171 83%|########3 | 208/250 [02:07<00:25, 1.65it/s] CLIP Loss: 725.539 Range Loss: 0.000 TV Loss: 45.218 Total Loss: 770.758 84%|########3 | 209/250 [02:07<00:24, 1.69it/s] CLIP Loss: 730.550 Range Loss: 0.000 TV Loss: 45.221 Total Loss: 775.771 84%|########4 | 210/250 [02:08<00:23, 1.71it/s] CLIP Loss: 744.286 Range Loss: 0.000 TV Loss: 45.323 Total Loss: 789.610 84%|########4 | 211/250 [02:09<00:25, 1.55it/s] CLIP Loss: 735.281 Range Loss: 0.000 TV Loss: 45.212 Total Loss: 780.494 85%|########4 | 212/250 [02:09<00:23, 1.61it/s] CLIP Loss: 728.757 Range Loss: 0.000 TV Loss: 45.024 Total Loss: 773.782 85%|########5 | 213/250 [02:10<00:22, 1.66it/s] CLIP Loss: 735.952 Range Loss: 0.000 TV Loss: 44.867 Total Loss: 780.820 86%|########5 | 214/250 [02:10<00:21, 1.68it/s] CLIP Loss: 734.766 Range Loss: 0.000 TV Loss: 44.646 Total Loss: 779.412 86%|########6 | 215/250 [02:11<00:20, 1.71it/s] CLIP Loss: 741.578 Range Loss: 0.000 TV Loss: 44.273 Total Loss: 785.852 86%|########6 | 216/250 [02:12<00:22, 1.53it/s] CLIP Loss: 725.581 Range Loss: 0.000 TV Loss: 43.842 Total Loss: 769.424 87%|########6 | 217/250 [02:12<00:20, 1.60it/s] CLIP Loss: 732.438 Range Loss: 0.000 TV Loss: 43.352 Total Loss: 775.790 87%|########7 | 218/250 [02:13<00:19, 1.65it/s] CLIP Loss: 727.565 Range Loss: 0.000 TV Loss: 42.727 Total Loss: 770.293 88%|########7 | 219/250 [02:13<00:18, 1.68it/s] CLIP Loss: 728.107 Range Loss: 0.000 TV Loss: 42.149 Total Loss: 770.256 88%|########8 | 220/250 [02:14<00:17, 1.70it/s] CLIP Loss: 728.219 Range Loss: 0.000 TV Loss: 41.574 Total Loss: 769.794 88%|########8 | 221/250 [02:15<00:18, 1.55it/s] CLIP Loss: 726.946 Range Loss: 0.000 TV Loss: 40.732 Total Loss: 767.678 89%|########8 | 222/250 [02:15<00:17, 1.61it/s] CLIP Loss: 737.540 Range Loss: 0.000 TV Loss: 39.921 Total Loss: 777.461 89%|########9 | 223/250 [02:16<00:16, 1.66it/s] CLIP Loss: 727.838 Range Loss: 0.000 TV Loss: 39.087 Total Loss: 766.925 90%|########9 | 224/250 [02:16<00:15, 1.70it/s] CLIP Loss: 732.209 Range Loss: 0.000 TV Loss: 38.162 Total Loss: 770.371 90%|######### | 225/250 [02:17<00:14, 1.73it/s] CLIP Loss: 738.243 Range Loss: 0.000 TV Loss: 37.172 Total Loss: 775.415 90%|######### | 226/250 [02:18<00:15, 1.56it/s] CLIP Loss: 729.453 Range Loss: 0.000 TV Loss: 36.054 Total Loss: 765.508 91%|######### | 227/250 [02:18<00:14, 1.63it/s] CLIP Loss: 720.651 Range Loss: 0.000 TV Loss: 34.985 Total Loss: 755.637 91%|#########1| 228/250 [02:19<00:13, 1.67it/s] CLIP Loss: 728.176 Range Loss: 0.000 TV Loss: 33.767 Total Loss: 761.943 92%|#########1| 229/250 [02:19<00:12, 1.70it/s] CLIP Loss: 720.958 Range Loss: 0.000 TV Loss: 32.462 Total Loss: 753.421 92%|#########2| 230/250 [02:20<00:11, 1.73it/s] CLIP Loss: 719.118 Range Loss: 0.000 TV Loss: 31.213 Total Loss: 750.332 92%|#########2| 231/250 [02:21<00:12, 1.54it/s] CLIP Loss: 718.031 Range Loss: 0.000 TV Loss: 29.916 Total Loss: 747.947 93%|#########2| 232/250 [02:21<00:11, 1.62it/s] CLIP Loss: 722.033 Range Loss: 0.000 TV Loss: 28.608 Total Loss: 750.641 93%|#########3| 233/250 [02:22<00:10, 1.67it/s] CLIP Loss: 714.966 Range Loss: 0.000 TV Loss: 27.282 Total Loss: 742.248 94%|#########3| 234/250 [02:22<00:09, 1.71it/s] CLIP Loss: 715.851 Range Loss: 0.000 TV Loss: 25.862 Total Loss: 741.713 94%|#########3| 235/250 [02:23<00:08, 1.73it/s] CLIP Loss: 719.974 Range Loss: 0.000 TV Loss: 24.475 Total Loss: 744.450 94%|#########4| 236/250 [02:24<00:09, 1.54it/s] CLIP Loss: 724.686 Range Loss: 0.000 TV Loss: 23.034 Total Loss: 747.720 95%|#########4| 237/250 [02:24<00:08, 1.61it/s] CLIP Loss: 721.454 Range Loss: 0.000 TV Loss: 21.657 Total Loss: 743.111 95%|#########5| 238/250 [02:25<00:07, 1.66it/s] CLIP Loss: 720.532 Range Loss: 0.000 TV Loss: 20.325 Total Loss: 740.857 96%|#########5| 239/250 [02:25<00:06, 1.71it/s] CLIP Loss: 719.734 Range Loss: 0.000 TV Loss: 19.025 Total Loss: 738.759 96%|#########6| 240/250 [02:26<00:05, 1.74it/s] CLIP Loss: 715.709 Range Loss: 0.000 TV Loss: 17.766 Total Loss: 733.475 96%|#########6| 241/250 [02:27<00:05, 1.59it/s] CLIP Loss: 718.848 Range Loss: 0.000 TV Loss: 16.570 Total Loss: 735.418 97%|#########6| 242/250 [02:27<00:04, 1.65it/s] CLIP Loss: 721.008 Range Loss: 0.000 TV Loss: 15.447 Total Loss: 736.455 97%|#########7| 243/250 [02:28<00:04, 1.69it/s] CLIP Loss: 716.571 Range Loss: 0.000 TV Loss: 14.358 Total Loss: 730.929 98%|#########7| 244/250 [02:28<00:03, 1.72it/s] CLIP Loss: 713.092 Range Loss: 0.000 TV Loss: 13.376 Total Loss: 726.468 98%|#########8| 245/250 [02:29<00:02, 1.73it/s] CLIP Loss: 726.744 Range Loss: 0.000 TV Loss: 12.470 Total Loss: 739.214 98%|#########8| 246/250 [02:30<00:02, 1.49it/s] CLIP Loss: 726.308 Range Loss: 0.000 TV Loss: 11.688 Total Loss: 737.996 99%|#########8| 247/250 [02:30<00:01, 1.58it/s] CLIP Loss: 733.629 Range Loss: 0.000 TV Loss: 11.031 Total Loss: 744.660 99%|#########9| 248/250 [02:31<00:01, 1.64it/s] CLIP Loss: 720.179 Range Loss: 0.000 TV Loss: 10.530 Total Loss: 730.709 100%|#########9| 249/250 [02:31<00:00, 1.69it/s] CLIP Loss: 716.860 Range Loss: 0.000 TV Loss: 10.159 Total Loss: 727.020 100%|##########| 250/250 [02:32<00:00, 1.53it/s] 100%|##########| 250/250 [02:32<00:00, 1.64it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDlnevydtt3jhsfkp7pm7aowvwseStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of the city streets of Heidelberg
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a photo of the city streets of Heidelberg", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of the city streets of Heidelberg", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of the city streets of Heidelberg", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of the city streets of Heidelberg", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of the city streets of Heidelberg"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of the city streets of Heidelberg", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:36:38.749917Z", "created_at": "2021-10-15T14:34:02.991673Z", "data_removed": false, "error": null, "id": "lnevydtt3jhsfkp7pm7aowvwse", "input": { "seed": "0", "prompt": "a photo of the city streets of Heidelberg", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 966.949\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 975.029\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:41, 1.55it/s]\nCLIP Loss: 918.141\tRange Loss: 0.175\tTV Loss: 7.351\tTotal Loss: 925.667\n\n 1%| | 2/250 [00:01<02:25, 1.71it/s]\nCLIP Loss: 901.358\tRange Loss: 0.501\tTV Loss: 7.214\tTotal Loss: 909.073\n\n 1%|1 | 3/250 [00:01<02:20, 1.76it/s]\nCLIP Loss: 899.089\tRange Loss: 1.266\tTV Loss: 8.095\tTotal Loss: 908.450\n\n 2%|1 | 4/250 [00:02<02:19, 1.77it/s]\nCLIP Loss: 920.520\tRange Loss: 0.009\tTV Loss: 4.943\tTotal Loss: 925.471\n\n 2%|2 | 5/250 [00:02<02:17, 1.79it/s]\nCLIP Loss: 899.169\tRange Loss: 0.713\tTV Loss: 6.376\tTotal Loss: 906.258\n\n 2%|2 | 6/250 [00:03<02:35, 1.57it/s]\nCLIP Loss: 897.326\tRange Loss: 0.098\tTV Loss: 5.294\tTotal Loss: 902.718\n\n 3%|2 | 7/250 [00:04<02:27, 1.64it/s]\nCLIP Loss: 887.300\tRange Loss: 0.499\tTV Loss: 5.180\tTotal Loss: 892.978\n\n 3%|3 | 8/250 [00:04<02:25, 1.67it/s]\nCLIP Loss: 887.058\tRange Loss: 1.079\tTV Loss: 4.972\tTotal Loss: 893.108\n\n 4%|3 | 9/250 [00:05<02:21, 1.71it/s]\nCLIP Loss: 880.233\tRange Loss: 1.081\tTV Loss: 4.651\tTotal Loss: 885.966\n\n 4%|4 | 10/250 [00:05<02:17, 1.74it/s]\nCLIP Loss: 889.240\tRange Loss: 0.029\tTV Loss: 3.465\tTotal Loss: 892.734\n\n 4%|4 | 11/250 [00:06<02:30, 1.59it/s]\nCLIP Loss: 881.318\tRange Loss: 0.266\tTV Loss: 4.035\tTotal Loss: 885.619\n\n 5%|4 | 12/250 [00:07<02:23, 1.65it/s]\nCLIP Loss: 884.999\tRange Loss: 1.354\tTV Loss: 3.829\tTotal Loss: 890.183\n\n 5%|5 | 13/250 [00:07<02:20, 1.69it/s]\nCLIP Loss: 899.991\tRange Loss: 0.013\tTV Loss: 2.888\tTotal Loss: 902.893\n\n 6%|5 | 14/250 [00:08<02:16, 1.72it/s]\nCLIP Loss: 877.473\tRange Loss: 0.360\tTV Loss: 2.916\tTotal Loss: 880.749\n\n 6%|6 | 15/250 [00:08<02:14, 1.74it/s]\nCLIP Loss: 876.207\tRange Loss: 0.369\tTV Loss: 2.909\tTotal Loss: 879.485\n\n 6%|6 | 16/250 [00:09<02:28, 1.58it/s]\nCLIP Loss: 876.058\tRange Loss: 0.544\tTV Loss: 2.609\tTotal Loss: 879.212\n\n 7%|6 | 17/250 [00:10<02:21, 1.64it/s]\nCLIP Loss: 872.235\tRange Loss: 0.188\tTV Loss: 2.344\tTotal Loss: 874.767\n\n 7%|7 | 18/250 [00:10<02:17, 1.69it/s]\nCLIP Loss: 871.424\tRange Loss: 0.487\tTV Loss: 2.357\tTotal Loss: 874.268\n\n 8%|7 | 19/250 [00:11<02:14, 1.72it/s]\nCLIP Loss: 875.815\tRange Loss: 0.242\tTV Loss: 2.050\tTotal Loss: 878.107\n\n 8%|8 | 20/250 [00:11<02:11, 1.74it/s]\nCLIP Loss: 869.400\tRange Loss: 0.335\tTV Loss: 1.969\tTotal Loss: 871.705\n\n 8%|8 | 21/250 [00:12<02:34, 1.48it/s]\nCLIP Loss: 876.924\tRange Loss: 0.402\tTV Loss: 1.980\tTotal Loss: 879.305\n\n 9%|8 | 22/250 [00:13<02:25, 1.57it/s]\nCLIP Loss: 884.151\tRange Loss: 0.017\tTV Loss: 1.293\tTotal Loss: 885.460\n\n 9%|9 | 23/250 [00:13<02:19, 1.63it/s]\nCLIP Loss: 872.798\tRange Loss: 0.067\tTV Loss: 1.241\tTotal Loss: 874.106\n\n 10%|9 | 24/250 [00:14<02:14, 1.68it/s]\nCLIP Loss: 874.519\tRange Loss: 0.048\tTV Loss: 1.265\tTotal Loss: 875.832\n\n 10%|# | 25/250 [00:14<02:11, 1.71it/s]\nCLIP Loss: 875.022\tRange Loss: 0.200\tTV Loss: 1.378\tTotal Loss: 876.600\n\n 10%|# | 26/250 [00:15<02:23, 1.56it/s]\nCLIP Loss: 873.390\tRange Loss: 0.213\tTV Loss: 1.361\tTotal Loss: 874.964\n\n 11%|# | 27/250 [00:16<02:16, 1.63it/s]\nCLIP Loss: 861.447\tRange Loss: 0.057\tTV Loss: 1.030\tTotal Loss: 862.534\n\n 11%|#1 | 28/250 [00:16<02:13, 1.67it/s]\nCLIP Loss: 861.155\tRange Loss: 0.101\tTV Loss: 0.891\tTotal Loss: 862.147\n\n 12%|#1 | 29/250 [00:17<02:10, 1.70it/s]\nCLIP Loss: 852.736\tRange Loss: 0.081\tTV Loss: 0.807\tTotal Loss: 853.624\n\n 12%|#2 | 30/250 [00:17<02:07, 1.72it/s]\nCLIP Loss: 859.174\tRange Loss: 0.063\tTV Loss: 0.702\tTotal Loss: 859.940\n\n 12%|#2 | 31/250 [00:18<02:19, 1.57it/s]\nCLIP Loss: 870.293\tRange Loss: 0.010\tTV Loss: 0.702\tTotal Loss: 871.005\n\n 13%|#2 | 32/250 [00:19<02:14, 1.62it/s]\nCLIP Loss: 865.474\tRange Loss: 0.004\tTV Loss: 0.526\tTotal Loss: 866.004\n\n 13%|#3 | 33/250 [00:19<02:10, 1.66it/s]\nCLIP Loss: 858.505\tRange Loss: 0.007\tTV Loss: 0.555\tTotal Loss: 859.067\n\n 14%|#3 | 34/250 [00:20<02:08, 1.69it/s]\nCLIP Loss: 854.673\tRange Loss: 0.009\tTV Loss: 0.576\tTotal Loss: 855.258\n\n 14%|#4 | 35/250 [00:21<02:06, 1.70it/s]\nCLIP Loss: 867.053\tRange Loss: 0.006\tTV Loss: 0.491\tTotal Loss: 867.550\n\n 14%|#4 | 36/250 [00:21<02:17, 1.56it/s]\nCLIP Loss: 859.846\tRange Loss: 0.009\tTV Loss: 0.567\tTotal Loss: 860.422\n\n 15%|#4 | 37/250 [00:22<02:12, 1.61it/s]\nCLIP Loss: 854.217\tRange Loss: 0.007\tTV Loss: 0.575\tTotal Loss: 854.799\n\n 15%|#5 | 38/250 [00:22<02:09, 1.64it/s]\nCLIP Loss: 864.287\tRange Loss: 0.005\tTV Loss: 0.372\tTotal Loss: 864.664\n\n 16%|#5 | 39/250 [00:23<02:06, 1.67it/s]\nCLIP Loss: 861.936\tRange Loss: 0.040\tTV Loss: 0.533\tTotal Loss: 862.508\n\n 16%|#6 | 40/250 [00:24<02:03, 1.70it/s]\nCLIP Loss: 859.358\tRange Loss: 0.005\tTV Loss: 0.358\tTotal Loss: 859.722\n\n 16%|#6 | 41/250 [00:24<02:16, 1.53it/s]\nCLIP Loss: 860.213\tRange Loss: 0.022\tTV Loss: 0.408\tTotal Loss: 860.643\n\n 17%|#6 | 42/250 [00:25<02:09, 1.60it/s]\nCLIP Loss: 882.667\tRange Loss: 0.001\tTV Loss: 0.310\tTotal Loss: 882.978\n\n 17%|#7 | 43/250 [00:26<02:05, 1.65it/s]\nCLIP Loss: 876.453\tRange Loss: 0.003\tTV Loss: 0.330\tTotal Loss: 876.786\n\n 18%|#7 | 44/250 [00:26<02:02, 1.68it/s]\nCLIP Loss: 860.973\tRange Loss: 0.009\tTV Loss: 0.373\tTotal Loss: 861.355\n\n 18%|#8 | 45/250 [00:27<02:01, 1.69it/s]\nCLIP Loss: 862.722\tRange Loss: 0.017\tTV Loss: 0.343\tTotal Loss: 863.082\n\n 18%|#8 | 46/250 [00:27<02:13, 1.53it/s]\nCLIP Loss: 874.737\tRange Loss: 0.011\tTV Loss: 0.297\tTotal Loss: 875.045\n\n 19%|#8 | 47/250 [00:28<02:07, 1.59it/s]\nCLIP Loss: 878.135\tRange Loss: 0.017\tTV Loss: 0.346\tTotal Loss: 878.498\n\n 19%|#9 | 48/250 [00:29<02:03, 1.64it/s]\nCLIP Loss: 857.101\tRange Loss: 0.039\tTV Loss: 0.451\tTotal Loss: 857.591\n\n 20%|#9 | 49/250 [00:29<01:59, 1.68it/s]\nCLIP Loss: 865.898\tRange Loss: 0.009\tTV Loss: 0.348\tTotal Loss: 866.256\n\n 20%|## | 50/250 [00:30<01:57, 1.70it/s]\nCLIP Loss: 868.383\tRange Loss: 0.026\tTV Loss: 0.324\tTotal Loss: 868.733\n\n 20%|## | 51/250 [00:31<02:12, 1.50it/s]\nCLIP Loss: 840.295\tRange Loss: 0.031\tTV Loss: 0.325\tTotal Loss: 840.651\n\n 21%|## | 52/250 [00:31<02:05, 1.57it/s]\nCLIP Loss: 835.224\tRange Loss: 0.016\tTV Loss: 0.307\tTotal Loss: 835.547\n\n 21%|##1 | 53/250 [00:32<02:00, 1.63it/s]\nCLIP Loss: 836.451\tRange Loss: 0.008\tTV Loss: 0.243\tTotal Loss: 836.702\n\n 22%|##1 | 54/250 [00:32<01:57, 1.66it/s]\nCLIP Loss: 855.933\tRange Loss: 0.029\tTV Loss: 0.374\tTotal Loss: 856.336\n\n 22%|##2 | 55/250 [00:33<01:55, 1.68it/s]\nCLIP Loss: 889.704\tRange Loss: 0.007\tTV Loss: 0.210\tTotal Loss: 889.922\n\n 22%|##2 | 56/250 [00:34<02:09, 1.49it/s]\nCLIP Loss: 875.337\tRange Loss: 0.010\tTV Loss: 0.214\tTotal Loss: 875.561\n\n 23%|##2 | 57/250 [00:34<02:03, 1.57it/s]\nCLIP Loss: 852.506\tRange Loss: 0.013\tTV Loss: 0.249\tTotal Loss: 852.767\n\n 23%|##3 | 58/250 [00:35<01:58, 1.62it/s]\nCLIP Loss: 837.810\tRange Loss: 0.012\tTV Loss: 0.216\tTotal Loss: 838.038\n\n 24%|##3 | 59/250 [00:35<01:55, 1.66it/s]\nCLIP Loss: 833.944\tRange Loss: 0.015\tTV Loss: 0.246\tTotal Loss: 834.205\n\n 24%|##4 | 60/250 [00:36<01:52, 1.68it/s]\nCLIP Loss: 826.554\tRange Loss: 0.007\tTV Loss: 0.182\tTotal Loss: 826.743\n\n 24%|##4 | 61/250 [00:37<02:07, 1.48it/s]\nCLIP Loss: 823.984\tRange Loss: 0.003\tTV Loss: 0.152\tTotal Loss: 824.139\n\n 25%|##4 | 62/250 [00:37<02:00, 1.56it/s]\nCLIP Loss: 825.064\tRange Loss: 0.002\tTV Loss: 0.131\tTotal Loss: 825.197\n\n 25%|##5 | 63/250 [00:38<01:55, 1.61it/s]\nCLIP Loss: 816.904\tRange Loss: 0.013\tTV Loss: 0.233\tTotal Loss: 817.149\n\n 26%|##5 | 64/250 [00:39<01:52, 1.65it/s]\nCLIP Loss: 809.375\tRange Loss: 0.010\tTV Loss: 0.227\tTotal Loss: 809.612\n\n 26%|##6 | 65/250 [00:39<01:50, 1.68it/s]\nCLIP Loss: 806.578\tRange Loss: 0.006\tTV Loss: 0.217\tTotal Loss: 806.802\n\n 26%|##6 | 66/250 [00:40<02:02, 1.51it/s]\nCLIP Loss: 805.176\tRange Loss: 0.003\tTV Loss: 0.178\tTotal Loss: 805.357\n\n 27%|##6 | 67/250 [00:41<01:55, 1.58it/s]\nCLIP Loss: 804.134\tRange Loss: 0.006\tTV Loss: 0.193\tTotal Loss: 804.333\n\n 27%|##7 | 68/250 [00:41<01:51, 1.64it/s]\nCLIP Loss: 801.491\tRange Loss: 0.003\tTV Loss: 0.207\tTotal Loss: 801.701\n\n 28%|##7 | 69/250 [00:42<01:47, 1.68it/s]\nCLIP Loss: 800.071\tRange Loss: 0.009\tTV Loss: 0.235\tTotal Loss: 800.315\n\n 28%|##8 | 70/250 [00:42<01:45, 1.71it/s]\nCLIP Loss: 801.886\tRange Loss: 0.011\tTV Loss: 0.197\tTotal Loss: 802.095\n\n 28%|##8 | 71/250 [00:43<01:58, 1.51it/s]\nCLIP Loss: 827.902\tRange Loss: 0.006\tTV Loss: 0.155\tTotal Loss: 828.063\n\n 29%|##8 | 72/250 [00:44<01:52, 1.58it/s]\nCLIP Loss: 814.138\tRange Loss: 0.015\tTV Loss: 0.256\tTotal Loss: 814.409\n\n 29%|##9 | 73/250 [00:44<01:48, 1.64it/s]\nCLIP Loss: 804.722\tRange Loss: 0.007\tTV Loss: 0.229\tTotal Loss: 804.958\n\n 30%|##9 | 74/250 [00:45<01:45, 1.68it/s]\nCLIP Loss: 802.328\tRange Loss: 0.018\tTV Loss: 0.268\tTotal Loss: 802.614\n\n 30%|### | 75/250 [00:45<01:42, 1.71it/s]\nCLIP Loss: 793.382\tRange Loss: 0.010\tTV Loss: 0.232\tTotal Loss: 793.624\n\n 30%|### | 76/250 [00:46<01:54, 1.52it/s]\nCLIP Loss: 790.537\tRange Loss: 0.009\tTV Loss: 0.251\tTotal Loss: 790.797\n\n 31%|### | 77/250 [00:47<01:48, 1.59it/s]\nCLIP Loss: 781.801\tRange Loss: 0.008\tTV Loss: 0.212\tTotal Loss: 782.020\n\n 31%|###1 | 78/250 [00:47<01:45, 1.64it/s]\nCLIP Loss: 783.142\tRange Loss: 0.008\tTV Loss: 0.204\tTotal Loss: 783.354\n\n 32%|###1 | 79/250 [00:48<01:43, 1.66it/s]\nCLIP Loss: 782.865\tRange Loss: 0.010\tTV Loss: 0.243\tTotal Loss: 783.119\n\n 32%|###2 | 80/250 [00:48<01:40, 1.70it/s]\nCLIP Loss: 782.806\tRange Loss: 0.007\tTV Loss: 0.209\tTotal Loss: 783.022\n\n 32%|###2 | 81/250 [00:49<01:53, 1.49it/s]\nCLIP Loss: 784.689\tRange Loss: 0.011\tTV Loss: 0.289\tTotal Loss: 784.989\n\n 33%|###2 | 82/250 [00:50<01:46, 1.57it/s]\nCLIP Loss: 799.413\tRange Loss: 0.004\tTV Loss: 0.200\tTotal Loss: 799.617\n\n 33%|###3 | 83/250 [00:50<01:42, 1.63it/s]\nCLIP Loss: 785.931\tRange Loss: 0.008\tTV Loss: 0.237\tTotal Loss: 786.176\n\n 34%|###3 | 84/250 [00:51<01:40, 1.65it/s]\nCLIP Loss: 787.185\tRange Loss: 0.009\tTV Loss: 0.257\tTotal Loss: 787.451\n\n 34%|###4 | 85/250 [00:52<01:37, 1.69it/s]\nCLIP Loss: 781.533\tRange Loss: 0.010\tTV Loss: 0.227\tTotal Loss: 781.769\n\n 34%|###4 | 86/250 [00:52<01:49, 1.50it/s]\nCLIP Loss: 778.233\tRange Loss: 0.008\tTV Loss: 0.233\tTotal Loss: 778.474\n\n 35%|###4 | 87/250 [00:53<01:43, 1.57it/s]\nCLIP Loss: 774.683\tRange Loss: 0.006\tTV Loss: 0.207\tTotal Loss: 774.896\n\n 35%|###5 | 88/250 [00:54<01:39, 1.63it/s]\nCLIP Loss: 786.695\tRange Loss: 0.011\tTV Loss: 0.311\tTotal Loss: 787.016\n\n 36%|###5 | 89/250 [00:54<01:36, 1.67it/s]\nCLIP Loss: 762.977\tRange Loss: 0.006\tTV Loss: 0.248\tTotal Loss: 763.231\n\n 36%|###6 | 90/250 [00:55<01:33, 1.71it/s]\nCLIP Loss: 770.872\tRange Loss: 0.006\tTV Loss: 0.309\tTotal Loss: 771.186\n\n 36%|###6 | 91/250 [00:55<01:45, 1.51it/s]\nCLIP Loss: 792.788\tRange Loss: 0.003\tTV Loss: 0.178\tTotal Loss: 792.969\n\n 37%|###6 | 92/250 [00:56<01:39, 1.58it/s]\nCLIP Loss: 793.502\tRange Loss: 0.006\tTV Loss: 0.315\tTotal Loss: 793.823\n\n 37%|###7 | 93/250 [00:57<01:35, 1.64it/s]\nCLIP Loss: 781.262\tRange Loss: 0.003\tTV Loss: 0.224\tTotal Loss: 781.490\n\n 38%|###7 | 94/250 [00:57<01:33, 1.67it/s]\nCLIP Loss: 809.020\tRange Loss: 0.012\tTV Loss: 0.454\tTotal Loss: 809.486\n\n 38%|###8 | 95/250 [00:58<01:30, 1.71it/s]\nCLIP Loss: 775.027\tRange Loss: 0.006\tTV Loss: 0.441\tTotal Loss: 775.474\n\n 38%|###8 | 96/250 [00:59<01:41, 1.52it/s]\nCLIP Loss: 772.005\tRange Loss: 0.003\tTV Loss: 0.424\tTotal Loss: 772.433\n\n 39%|###8 | 97/250 [00:59<01:36, 1.59it/s]\nCLIP Loss: 777.461\tRange Loss: 0.003\tTV Loss: 0.422\tTotal Loss: 777.886\n\n 39%|###9 | 98/250 [01:00<01:32, 1.64it/s]\nCLIP Loss: 772.848\tRange Loss: 0.002\tTV Loss: 0.364\tTotal Loss: 773.215\n\n 40%|###9 | 99/250 [01:00<01:29, 1.69it/s]\nCLIP Loss: 767.980\tRange Loss: 0.002\tTV Loss: 0.413\tTotal Loss: 768.396\n\n 40%|#### | 100/250 [01:01<01:27, 1.71it/s]\nCLIP Loss: 772.122\tRange Loss: 0.002\tTV Loss: 0.333\tTotal Loss: 772.457\n\n 40%|#### | 101/250 [01:02<01:39, 1.50it/s]\nCLIP Loss: 769.406\tRange Loss: 0.002\tTV Loss: 0.464\tTotal Loss: 769.872\n\n 41%|#### | 102/250 [01:02<01:33, 1.58it/s]\nCLIP Loss: 777.259\tRange Loss: 0.002\tTV Loss: 0.436\tTotal Loss: 777.697\n\n 41%|####1 | 103/250 [01:03<01:29, 1.64it/s]\nCLIP Loss: 760.242\tRange Loss: 0.001\tTV Loss: 0.458\tTotal Loss: 760.701\n\n 42%|####1 | 104/250 [01:03<01:26, 1.68it/s]\nCLIP Loss: 756.822\tRange Loss: 0.001\tTV Loss: 0.473\tTotal Loss: 757.296\n\n 42%|####2 | 105/250 [01:04<01:25, 1.70it/s]\nCLIP Loss: 753.622\tRange Loss: 0.002\tTV Loss: 0.595\tTotal Loss: 754.219\n\n 42%|####2 | 106/250 [01:05<01:36, 1.48it/s]\nCLIP Loss: 759.223\tRange Loss: 0.001\tTV Loss: 0.562\tTotal Loss: 759.786\n\n 43%|####2 | 107/250 [01:05<01:30, 1.58it/s]\nCLIP Loss: 748.531\tRange Loss: 0.001\tTV Loss: 0.583\tTotal Loss: 749.114\n\n 43%|####3 | 108/250 [01:06<01:27, 1.63it/s]\nCLIP Loss: 748.188\tRange Loss: 0.000\tTV Loss: 0.657\tTotal Loss: 748.845\n\n 44%|####3 | 109/250 [01:06<01:24, 1.67it/s]\nCLIP Loss: 745.121\tRange Loss: 0.000\tTV Loss: 0.672\tTotal Loss: 745.792\n\n 44%|####4 | 110/250 [01:07<01:22, 1.70it/s]\nCLIP Loss: 754.204\tRange Loss: 0.000\tTV Loss: 0.696\tTotal Loss: 754.900\n\n 44%|####4 | 111/250 [01:08<01:32, 1.51it/s]\nCLIP Loss: 749.828\tRange Loss: 0.000\tTV Loss: 0.745\tTotal Loss: 750.573\n\n 45%|####4 | 112/250 [01:08<01:26, 1.59it/s]\nCLIP Loss: 744.740\tRange Loss: 0.000\tTV Loss: 0.743\tTotal Loss: 745.483\n\n 45%|####5 | 113/250 [01:09<01:23, 1.64it/s]\nCLIP Loss: 747.090\tRange Loss: 0.000\tTV Loss: 0.765\tTotal Loss: 747.856\n\n 46%|####5 | 114/250 [01:10<01:20, 1.68it/s]\nCLIP Loss: 750.408\tRange Loss: 0.000\tTV Loss: 0.846\tTotal Loss: 751.254\n\n 46%|####6 | 115/250 [01:10<01:18, 1.71it/s]\nCLIP Loss: 742.953\tRange Loss: 0.000\tTV Loss: 0.839\tTotal Loss: 743.792\n\n 46%|####6 | 116/250 [01:11<01:29, 1.50it/s]\nCLIP Loss: 753.952\tRange Loss: 0.000\tTV Loss: 0.901\tTotal Loss: 754.854\n\n 47%|####6 | 117/250 [01:11<01:23, 1.59it/s]\nCLIP Loss: 746.908\tRange Loss: 0.001\tTV Loss: 0.907\tTotal Loss: 747.815\n\n 47%|####7 | 118/250 [01:12<01:20, 1.64it/s]\nCLIP Loss: 746.454\tRange Loss: 0.000\tTV Loss: 0.966\tTotal Loss: 747.421\n\n 48%|####7 | 119/250 [01:13<01:17, 1.69it/s]\nCLIP Loss: 741.457\tRange Loss: 0.000\tTV Loss: 0.967\tTotal Loss: 742.424\n\n 48%|####8 | 120/250 [01:13<01:15, 1.71it/s]\nCLIP Loss: 738.331\tRange Loss: 0.000\tTV Loss: 0.985\tTotal Loss: 739.316\n\n 48%|####8 | 121/250 [01:14<01:24, 1.53it/s]\nCLIP Loss: 747.696\tRange Loss: 0.000\tTV Loss: 1.086\tTotal Loss: 748.782\n\n 49%|####8 | 122/250 [01:15<01:20, 1.59it/s]\nCLIP Loss: 747.451\tRange Loss: 0.000\tTV Loss: 1.137\tTotal Loss: 748.589\n\n 49%|####9 | 123/250 [01:15<01:16, 1.65it/s]\nCLIP Loss: 744.892\tRange Loss: 0.000\tTV Loss: 1.104\tTotal Loss: 745.997\n\n 50%|####9 | 124/250 [01:16<01:14, 1.69it/s]\nCLIP Loss: 737.678\tRange Loss: 0.000\tTV Loss: 1.210\tTotal Loss: 738.888\n\n 50%|##### | 125/250 [01:16<01:12, 1.73it/s]\nCLIP Loss: 729.782\tRange Loss: 0.000\tTV Loss: 1.314\tTotal Loss: 731.096\n\n 50%|##### | 126/250 [01:17<01:22, 1.51it/s]\nCLIP Loss: 731.944\tRange Loss: 0.000\tTV Loss: 1.428\tTotal Loss: 733.372\n\n 51%|##### | 127/250 [01:18<01:17, 1.59it/s]\nCLIP Loss: 738.965\tRange Loss: 0.000\tTV Loss: 1.536\tTotal Loss: 740.501\n\n 51%|#####1 | 128/250 [01:18<01:14, 1.64it/s]\nCLIP Loss: 742.518\tRange Loss: 0.000\tTV Loss: 1.677\tTotal Loss: 744.196\n\n 52%|#####1 | 129/250 [01:19<01:11, 1.69it/s]\nCLIP Loss: 740.203\tRange Loss: 0.000\tTV Loss: 1.852\tTotal Loss: 742.055\n\n 52%|#####2 | 130/250 [01:19<01:09, 1.72it/s]\nCLIP Loss: 732.017\tRange Loss: 0.000\tTV Loss: 2.011\tTotal Loss: 734.027\n\n 52%|#####2 | 131/250 [01:20<01:18, 1.52it/s]\nCLIP Loss: 731.969\tRange Loss: 0.000\tTV Loss: 2.117\tTotal Loss: 734.085\n\n 53%|#####2 | 132/250 [01:21<01:13, 1.60it/s]\nCLIP Loss: 731.115\tRange Loss: 0.000\tTV Loss: 2.253\tTotal Loss: 733.368\n\n 53%|#####3 | 133/250 [01:21<01:10, 1.66it/s]\nCLIP Loss: 726.199\tRange Loss: 0.000\tTV Loss: 2.438\tTotal Loss: 728.637\n\n 54%|#####3 | 134/250 [01:22<01:08, 1.70it/s]\nCLIP Loss: 732.547\tRange Loss: 0.000\tTV Loss: 2.724\tTotal Loss: 735.270\n\n 54%|#####4 | 135/250 [01:22<01:06, 1.73it/s]\nCLIP Loss: 733.850\tRange Loss: 0.000\tTV Loss: 2.879\tTotal Loss: 736.729\n\n 54%|#####4 | 136/250 [01:23<01:14, 1.54it/s]\nCLIP Loss: 731.294\tRange Loss: 0.000\tTV Loss: 3.023\tTotal Loss: 734.317\n\n 55%|#####4 | 137/250 [01:24<01:10, 1.60it/s]\nCLIP Loss: 728.035\tRange Loss: 0.000\tTV Loss: 3.260\tTotal Loss: 731.294\n\n 55%|#####5 | 138/250 [01:24<01:07, 1.66it/s]\nCLIP Loss: 724.109\tRange Loss: 0.000\tTV Loss: 3.411\tTotal Loss: 727.521\n\n 56%|#####5 | 139/250 [01:25<01:05, 1.70it/s]\nCLIP Loss: 728.295\tRange Loss: 0.000\tTV Loss: 3.614\tTotal Loss: 731.909\n\n 56%|#####6 | 140/250 [01:25<01:03, 1.73it/s]\nCLIP Loss: 725.117\tRange Loss: 0.000\tTV Loss: 3.782\tTotal Loss: 728.899\n\n 56%|#####6 | 141/250 [01:26<01:17, 1.41it/s]\nCLIP Loss: 721.246\tRange Loss: 0.000\tTV Loss: 3.968\tTotal Loss: 725.214\n\n 57%|#####6 | 142/250 [01:27<01:11, 1.51it/s]\nCLIP Loss: 733.727\tRange Loss: 0.000\tTV Loss: 4.215\tTotal Loss: 737.942\n\n 57%|#####7 | 143/250 [01:27<01:07, 1.58it/s]\nCLIP Loss: 728.532\tRange Loss: 0.000\tTV Loss: 4.454\tTotal Loss: 732.986\n\n 58%|#####7 | 144/250 [01:28<01:04, 1.64it/s]\nCLIP Loss: 725.217\tRange Loss: 0.000\tTV Loss: 4.651\tTotal Loss: 729.867\n\n 58%|#####8 | 145/250 [01:29<01:02, 1.68it/s]\nCLIP Loss: 720.674\tRange Loss: 0.000\tTV Loss: 4.877\tTotal Loss: 725.551\n\n 58%|#####8 | 146/250 [01:29<01:10, 1.48it/s]\nCLIP Loss: 718.115\tRange Loss: 0.000\tTV Loss: 5.173\tTotal Loss: 723.288\n\n 59%|#####8 | 147/250 [01:30<01:05, 1.58it/s]\nCLIP Loss: 726.258\tRange Loss: 0.000\tTV Loss: 5.523\tTotal Loss: 731.780\n\n 59%|#####9 | 148/250 [01:31<01:02, 1.64it/s]\nCLIP Loss: 728.476\tRange Loss: 0.000\tTV Loss: 5.822\tTotal Loss: 734.298\n\n 60%|#####9 | 149/250 [01:31<00:59, 1.69it/s]\nCLIP Loss: 723.547\tRange Loss: 0.000\tTV Loss: 6.097\tTotal Loss: 729.644\n\n 60%|###### | 150/250 [01:32<00:58, 1.72it/s]\nCLIP Loss: 722.779\tRange Loss: 0.000\tTV Loss: 6.530\tTotal Loss: 729.309\n\n 60%|###### | 151/250 [01:32<01:05, 1.52it/s]\nCLIP Loss: 727.935\tRange Loss: 0.000\tTV Loss: 6.847\tTotal Loss: 734.781\n\n 61%|###### | 152/250 [01:33<01:01, 1.60it/s]\nCLIP Loss: 736.895\tRange Loss: 0.000\tTV Loss: 7.163\tTotal Loss: 744.058\n\n 61%|######1 | 153/250 [01:34<00:58, 1.66it/s]\nCLIP Loss: 734.293\tRange Loss: 0.000\tTV Loss: 7.565\tTotal Loss: 741.859\n\n 62%|######1 | 154/250 [01:34<00:56, 1.69it/s]\nCLIP Loss: 730.778\tRange Loss: 0.000\tTV Loss: 7.882\tTotal Loss: 738.661\n\n 62%|######2 | 155/250 [01:35<00:55, 1.72it/s]\nCLIP Loss: 728.067\tRange Loss: 0.000\tTV Loss: 8.343\tTotal Loss: 736.410\n\n 62%|######2 | 156/250 [01:36<01:00, 1.54it/s]\nCLIP Loss: 719.112\tRange Loss: 0.000\tTV Loss: 8.652\tTotal Loss: 727.764\n\n 63%|######2 | 157/250 [01:36<00:57, 1.62it/s]\nCLIP Loss: 723.240\tRange Loss: 0.000\tTV Loss: 9.203\tTotal Loss: 732.443\n\n 63%|######3 | 158/250 [01:37<00:55, 1.66it/s]\nCLIP Loss: 719.083\tRange Loss: 0.000\tTV Loss: 9.617\tTotal Loss: 728.700\n\n 64%|######3 | 159/250 [01:37<00:53, 1.70it/s]\nCLIP Loss: 731.311\tRange Loss: 0.000\tTV Loss: 10.099\tTotal Loss: 741.409\n\n 64%|######4 | 160/250 [01:38<00:52, 1.73it/s]\nCLIP Loss: 724.976\tRange Loss: 0.000\tTV Loss: 10.667\tTotal Loss: 735.643\n\n 64%|######4 | 161/250 [01:39<00:57, 1.54it/s]\nCLIP Loss: 722.581\tRange Loss: 0.000\tTV Loss: 11.123\tTotal Loss: 733.703\n\n 65%|######4 | 162/250 [01:39<00:54, 1.62it/s]\nCLIP Loss: 718.753\tRange Loss: 0.000\tTV Loss: 11.632\tTotal Loss: 730.385\n\n 65%|######5 | 163/250 [01:40<00:52, 1.67it/s]\nCLIP Loss: 722.355\tRange Loss: 0.000\tTV Loss: 12.161\tTotal Loss: 734.516\n\n 66%|######5 | 164/250 [01:40<00:50, 1.71it/s]\nCLIP Loss: 723.319\tRange Loss: 0.000\tTV Loss: 12.726\tTotal Loss: 736.045\n\n 66%|######6 | 165/250 [01:41<00:49, 1.73it/s]\nCLIP Loss: 716.232\tRange Loss: 0.000\tTV Loss: 13.477\tTotal Loss: 729.709\n\n 66%|######6 | 166/250 [01:42<00:54, 1.54it/s]\nCLIP Loss: 722.156\tRange Loss: 0.000\tTV Loss: 13.995\tTotal Loss: 736.151\n\n 67%|######6 | 167/250 [01:42<00:51, 1.62it/s]\nCLIP Loss: 726.177\tRange Loss: 0.000\tTV Loss: 14.664\tTotal Loss: 740.841\n\n 67%|######7 | 168/250 [01:43<00:49, 1.67it/s]\nCLIP Loss: 728.244\tRange Loss: 0.000\tTV Loss: 15.268\tTotal Loss: 743.511\n\n 68%|######7 | 169/250 [01:43<00:47, 1.70it/s]\nCLIP Loss: 721.802\tRange Loss: 0.000\tTV Loss: 15.886\tTotal Loss: 737.688\n\n 68%|######8 | 170/250 [01:44<00:46, 1.73it/s]\nCLIP Loss: 717.716\tRange Loss: 0.000\tTV Loss: 16.616\tTotal Loss: 734.331\n\n 68%|######8 | 171/250 [01:45<00:51, 1.54it/s]\nCLIP Loss: 731.146\tRange Loss: 0.000\tTV Loss: 17.300\tTotal Loss: 748.446\n\n 69%|######8 | 172/250 [01:45<00:48, 1.62it/s]\nCLIP Loss: 726.387\tRange Loss: 0.000\tTV Loss: 17.980\tTotal Loss: 744.367\n\n 69%|######9 | 173/250 [01:46<00:46, 1.66it/s]\nCLIP Loss: 716.700\tRange Loss: 0.000\tTV Loss: 18.610\tTotal Loss: 735.310\n\n 70%|######9 | 174/250 [01:46<00:44, 1.69it/s]\nCLIP Loss: 724.247\tRange Loss: 0.000\tTV Loss: 19.374\tTotal Loss: 743.621\n\n 70%|####### | 175/250 [01:47<00:43, 1.71it/s]\nCLIP Loss: 728.152\tRange Loss: 0.000\tTV Loss: 19.980\tTotal Loss: 748.132\n\n 70%|####### | 176/250 [01:48<00:48, 1.54it/s]\nCLIP Loss: 712.740\tRange Loss: 0.000\tTV Loss: 20.759\tTotal Loss: 733.499\n\n 71%|####### | 177/250 [01:48<00:45, 1.61it/s]\nCLIP Loss: 716.743\tRange Loss: 0.000\tTV Loss: 21.645\tTotal Loss: 738.388\n\n 71%|#######1 | 178/250 [01:49<00:43, 1.66it/s]\nCLIP Loss: 718.618\tRange Loss: 0.000\tTV Loss: 22.307\tTotal Loss: 740.925\n\n 72%|#######1 | 179/250 [01:49<00:41, 1.70it/s]\nCLIP Loss: 724.226\tRange Loss: 0.000\tTV Loss: 23.075\tTotal Loss: 747.301\n\n 72%|#######2 | 180/250 [01:50<00:40, 1.73it/s]\nCLIP Loss: 725.086\tRange Loss: 0.000\tTV Loss: 23.955\tTotal Loss: 749.041\n\n 72%|#######2 | 181/250 [01:51<00:44, 1.55it/s]\nCLIP Loss: 727.948\tRange Loss: 0.000\tTV Loss: 24.829\tTotal Loss: 752.777\n\n 73%|#######2 | 182/250 [01:51<00:42, 1.62it/s]\nCLIP Loss: 729.870\tRange Loss: 0.000\tTV Loss: 25.646\tTotal Loss: 755.516\n\n 73%|#######3 | 183/250 [01:52<00:40, 1.67it/s]\nCLIP Loss: 730.256\tRange Loss: 0.000\tTV Loss: 26.341\tTotal Loss: 756.597\n\n 74%|#######3 | 184/250 [01:52<00:38, 1.71it/s]\nCLIP Loss: 724.242\tRange Loss: 0.000\tTV Loss: 27.045\tTotal Loss: 751.287\n\n 74%|#######4 | 185/250 [01:53<00:37, 1.74it/s]\nCLIP Loss: 727.583\tRange Loss: 0.000\tTV Loss: 27.788\tTotal Loss: 755.371\n\n 74%|#######4 | 186/250 [01:54<00:41, 1.53it/s]\nCLIP Loss: 721.119\tRange Loss: 0.000\tTV Loss: 28.666\tTotal Loss: 749.785\n\n 75%|#######4 | 187/250 [01:54<00:39, 1.60it/s]\nCLIP Loss: 731.469\tRange Loss: 0.000\tTV Loss: 29.395\tTotal Loss: 760.865\n\n 75%|#######5 | 188/250 [01:55<00:37, 1.65it/s]\nCLIP Loss: 726.573\tRange Loss: 0.000\tTV Loss: 30.215\tTotal Loss: 756.788\n\n 76%|#######5 | 189/250 [01:55<00:36, 1.69it/s]\nCLIP Loss: 732.750\tRange Loss: 0.000\tTV Loss: 30.944\tTotal Loss: 763.694\n\n 76%|#######6 | 190/250 [01:56<00:34, 1.72it/s]\nCLIP Loss: 731.458\tRange Loss: 0.000\tTV Loss: 31.652\tTotal Loss: 763.110\n\n 76%|#######6 | 191/250 [01:57<00:38, 1.54it/s]\nCLIP Loss: 735.437\tRange Loss: 0.000\tTV Loss: 32.495\tTotal Loss: 767.933\n\n 77%|#######6 | 192/250 [01:57<00:36, 1.61it/s]\nCLIP Loss: 732.371\tRange Loss: 0.000\tTV Loss: 33.194\tTotal Loss: 765.566\n\n 77%|#######7 | 193/250 [01:58<00:34, 1.66it/s]\nCLIP Loss: 724.482\tRange Loss: 0.000\tTV Loss: 33.974\tTotal Loss: 758.456\n\n 78%|#######7 | 194/250 [01:58<00:33, 1.69it/s]\nCLIP Loss: 727.001\tRange Loss: 0.000\tTV Loss: 34.705\tTotal Loss: 761.706\n\n 78%|#######8 | 195/250 [01:59<00:31, 1.72it/s]\nCLIP Loss: 733.163\tRange Loss: 0.000\tTV Loss: 35.377\tTotal Loss: 768.540\n\n 78%|#######8 | 196/250 [02:00<00:35, 1.54it/s]\nCLIP Loss: 730.322\tRange Loss: 0.000\tTV Loss: 36.022\tTotal Loss: 766.344\n\n 79%|#######8 | 197/250 [02:00<00:32, 1.61it/s]\nCLIP Loss: 734.177\tRange Loss: 0.000\tTV Loss: 36.722\tTotal Loss: 770.899\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s]\nCLIP Loss: 724.159\tRange Loss: 0.000\tTV Loss: 37.357\tTotal Loss: 761.516\n\n 80%|#######9 | 199/250 [02:02<00:30, 1.68it/s]\nCLIP Loss: 734.259\tRange Loss: 0.000\tTV Loss: 37.781\tTotal Loss: 772.041\n\n 80%|######## | 200/250 [02:02<00:29, 1.71it/s]\nCLIP Loss: 724.878\tRange Loss: 0.000\tTV Loss: 38.140\tTotal Loss: 763.019\n\n 80%|######## | 201/250 [02:03<00:33, 1.48it/s]\nCLIP Loss: 726.396\tRange Loss: 0.000\tTV Loss: 38.581\tTotal Loss: 764.977\n\n 81%|######## | 202/250 [02:04<00:30, 1.57it/s]\nCLIP Loss: 729.374\tRange Loss: 0.000\tTV Loss: 38.955\tTotal Loss: 768.330\n\n 81%|########1 | 203/250 [02:04<00:28, 1.63it/s]\nCLIP Loss: 732.243\tRange Loss: 0.000\tTV Loss: 39.296\tTotal Loss: 771.539\n\n 82%|########1 | 204/250 [02:05<00:27, 1.67it/s]\nCLIP Loss: 730.754\tRange Loss: 0.000\tTV Loss: 39.559\tTotal Loss: 770.313\n\n 82%|########2 | 205/250 [02:05<00:26, 1.71it/s]\nCLIP Loss: 732.016\tRange Loss: 0.000\tTV Loss: 39.760\tTotal Loss: 771.776\n\n 82%|########2 | 206/250 [02:06<00:29, 1.48it/s]\nCLIP Loss: 728.734\tRange Loss: 0.000\tTV Loss: 39.849\tTotal Loss: 768.584\n\n 83%|########2 | 207/250 [02:07<00:27, 1.57it/s]\nCLIP Loss: 723.848\tRange Loss: 0.000\tTV Loss: 39.879\tTotal Loss: 763.727\n\n 83%|########3 | 208/250 [02:07<00:25, 1.62it/s]\nCLIP Loss: 723.505\tRange Loss: 0.000\tTV Loss: 40.049\tTotal Loss: 763.555\n\n 84%|########3 | 209/250 [02:08<00:24, 1.66it/s]\nCLIP Loss: 734.326\tRange Loss: 0.000\tTV Loss: 40.023\tTotal Loss: 774.349\n\n 84%|########4 | 210/250 [02:08<00:23, 1.70it/s]\nCLIP Loss: 734.190\tRange Loss: 0.000\tTV Loss: 40.074\tTotal Loss: 774.265\n\n 84%|########4 | 211/250 [02:09<00:25, 1.54it/s]\nCLIP Loss: 734.877\tRange Loss: 0.000\tTV Loss: 39.927\tTotal Loss: 774.804\n\n 85%|########4 | 212/250 [02:10<00:23, 1.61it/s]\nCLIP Loss: 728.121\tRange Loss: 0.000\tTV Loss: 39.728\tTotal Loss: 767.849\n\n 85%|########5 | 213/250 [02:10<00:22, 1.65it/s]\nCLIP Loss: 732.262\tRange Loss: 0.000\tTV Loss: 39.540\tTotal Loss: 771.802\n\n 86%|########5 | 214/250 [02:11<00:21, 1.69it/s]\nCLIP Loss: 728.142\tRange Loss: 0.000\tTV Loss: 39.274\tTotal Loss: 767.417\n\n 86%|########6 | 215/250 [02:11<00:20, 1.72it/s]\nCLIP Loss: 733.369\tRange Loss: 0.000\tTV Loss: 38.861\tTotal Loss: 772.230\n\n 86%|########6 | 216/250 [02:12<00:22, 1.53it/s]\nCLIP Loss: 721.708\tRange Loss: 0.000\tTV Loss: 38.416\tTotal Loss: 760.125\n\n 87%|########6 | 217/250 [02:13<00:20, 1.60it/s]\nCLIP Loss: 727.092\tRange Loss: 0.000\tTV Loss: 37.894\tTotal Loss: 764.986\n\n 87%|########7 | 218/250 [02:13<00:19, 1.64it/s]\nCLIP Loss: 719.091\tRange Loss: 0.000\tTV Loss: 37.190\tTotal Loss: 756.281\n\n 88%|########7 | 219/250 [02:14<00:18, 1.68it/s]\nCLIP Loss: 726.448\tRange Loss: 0.000\tTV Loss: 36.588\tTotal Loss: 763.037\n\n 88%|########8 | 220/250 [02:14<00:17, 1.70it/s]\nCLIP Loss: 725.997\tRange Loss: 0.000\tTV Loss: 35.930\tTotal Loss: 761.926\n\n 88%|########8 | 221/250 [02:15<00:18, 1.54it/s]\nCLIP Loss: 720.755\tRange Loss: 0.000\tTV Loss: 35.081\tTotal Loss: 755.836\n\n 89%|########8 | 222/250 [02:16<00:17, 1.60it/s]\nCLIP Loss: 727.746\tRange Loss: 0.000\tTV Loss: 34.254\tTotal Loss: 762.001\n\n 89%|########9 | 223/250 [02:16<00:16, 1.66it/s]\nCLIP Loss: 726.518\tRange Loss: 0.000\tTV Loss: 33.361\tTotal Loss: 759.879\n\n 90%|########9 | 224/250 [02:17<00:15, 1.70it/s]\nCLIP Loss: 734.755\tRange Loss: 0.000\tTV Loss: 32.384\tTotal Loss: 767.139\n\n 90%|######### | 225/250 [02:17<00:14, 1.73it/s]\nCLIP Loss: 736.352\tRange Loss: 0.000\tTV Loss: 31.348\tTotal Loss: 767.700\n\n 90%|######### | 226/250 [02:18<00:15, 1.56it/s]\nCLIP Loss: 730.301\tRange Loss: 0.000\tTV Loss: 30.249\tTotal Loss: 760.551\n\n 91%|######### | 227/250 [02:19<00:14, 1.63it/s]\nCLIP Loss: 723.045\tRange Loss: 0.000\tTV Loss: 29.133\tTotal Loss: 752.179\n\n 91%|#########1| 228/250 [02:19<00:13, 1.67it/s]\nCLIP Loss: 726.238\tRange Loss: 0.000\tTV Loss: 27.928\tTotal Loss: 754.167\n\n 92%|#########1| 229/250 [02:20<00:12, 1.71it/s]\nCLIP Loss: 718.180\tRange Loss: 0.000\tTV Loss: 26.596\tTotal Loss: 744.776\n\n 92%|#########2| 230/250 [02:20<00:11, 1.74it/s]\nCLIP Loss: 719.559\tRange Loss: 0.000\tTV Loss: 25.310\tTotal Loss: 744.870\n\n 92%|#########2| 231/250 [02:21<00:12, 1.55it/s]\nCLIP Loss: 720.633\tRange Loss: 0.000\tTV Loss: 24.002\tTotal Loss: 744.636\n\n 93%|#########2| 232/250 [02:22<00:11, 1.63it/s]\nCLIP Loss: 720.903\tRange Loss: 0.000\tTV Loss: 22.666\tTotal Loss: 743.569\n\n 93%|#########3| 233/250 [02:22<00:10, 1.68it/s]\nCLIP Loss: 716.166\tRange Loss: 0.000\tTV Loss: 21.312\tTotal Loss: 737.478\n\n 94%|#########3| 234/250 [02:23<00:09, 1.72it/s]\nCLIP Loss: 714.654\tRange Loss: 0.000\tTV Loss: 19.914\tTotal Loss: 734.568\n\n 94%|#########3| 235/250 [02:23<00:08, 1.74it/s]\nCLIP Loss: 722.569\tRange Loss: 0.000\tTV Loss: 18.544\tTotal Loss: 741.113\n\n 94%|#########4| 236/250 [02:24<00:08, 1.56it/s]\nCLIP Loss: 724.988\tRange Loss: 0.000\tTV Loss: 17.125\tTotal Loss: 742.113\n\n 95%|#########4| 237/250 [02:25<00:07, 1.63it/s]\nCLIP Loss: 724.465\tRange Loss: 0.000\tTV Loss: 15.748\tTotal Loss: 740.213\n\n 95%|#########5| 238/250 [02:25<00:07, 1.67it/s]\nCLIP Loss: 726.688\tRange Loss: 0.000\tTV Loss: 14.397\tTotal Loss: 741.085\n\n 96%|#########5| 239/250 [02:26<00:06, 1.71it/s]\nCLIP Loss: 728.123\tRange Loss: 0.000\tTV Loss: 13.091\tTotal Loss: 741.214\n\n 96%|#########6| 240/250 [02:26<00:05, 1.74it/s]\nCLIP Loss: 719.873\tRange Loss: 0.000\tTV Loss: 11.829\tTotal Loss: 731.703\n\n 96%|#########6| 241/250 [02:27<00:05, 1.58it/s]\nCLIP Loss: 720.627\tRange Loss: 0.000\tTV Loss: 10.614\tTotal Loss: 731.241\n\n 97%|#########6| 242/250 [02:28<00:04, 1.64it/s]\nCLIP Loss: 719.627\tRange Loss: 0.000\tTV Loss: 9.472\tTotal Loss: 729.099\n\n 97%|#########7| 243/250 [02:28<00:04, 1.69it/s]\nCLIP Loss: 717.838\tRange Loss: 0.000\tTV Loss: 8.374\tTotal Loss: 726.212\n\n 98%|#########7| 244/250 [02:29<00:03, 1.72it/s]\nCLIP Loss: 717.542\tRange Loss: 0.000\tTV Loss: 7.397\tTotal Loss: 724.940\n\n 98%|#########8| 245/250 [02:29<00:02, 1.74it/s]\nCLIP Loss: 723.211\tRange Loss: 0.000\tTV Loss: 6.474\tTotal Loss: 729.686\n\n 98%|#########8| 246/250 [02:30<00:02, 1.53it/s]\nCLIP Loss: 725.166\tRange Loss: 0.000\tTV Loss: 5.684\tTotal Loss: 730.849\n\n 99%|#########8| 247/250 [02:31<00:01, 1.61it/s]\nCLIP Loss: 731.938\tRange Loss: 0.000\tTV Loss: 5.013\tTotal Loss: 736.951\n\n 99%|#########9| 248/250 [02:31<00:01, 1.66it/s]\nCLIP Loss: 723.010\tRange Loss: 0.000\tTV Loss: 4.483\tTotal Loss: 727.493\n\n100%|#########9| 249/250 [02:32<00:00, 1.71it/s]\nCLIP Loss: 732.857\tRange Loss: 0.000\tTV Loss: 4.099\tTotal Loss: 736.957\n\n100%|##########| 250/250 [02:33<00:00, 1.56it/s]\n\n100%|##########| 250/250 [02:33<00:00, 1.63it/s]", "metrics": { "total_time": 155.758244 }, "output": [ { "file": "https://replicate.delivery/mgxm/86c65131-87e6-4c29-8f34-f6d41ccb0ac8/0000.png" }, { "file": "https://replicate.delivery/mgxm/d7034d7b-9079-40d2-a136-959bbb4d6a4d/0005.png" }, { "file": "https://replicate.delivery/mgxm/89b72bfd-effd-4ea2-8703-59a931a3c816/0010.png" }, { "file": "https://replicate.delivery/mgxm/dce61225-b2fb-495f-9ec1-0be105fefc35/0015.png" }, { "file": "https://replicate.delivery/mgxm/3861700c-7d47-46ff-947b-9143a1d60f48/0020.png" }, { "file": "https://replicate.delivery/mgxm/0d3f18a6-aade-448a-9cca-086a57a249d3/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 966.949 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 975.029 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:41, 1.55it/s] CLIP Loss: 918.141 Range Loss: 0.175 TV Loss: 7.351 Total Loss: 925.667 1%| | 2/250 [00:01<02:25, 1.71it/s] CLIP Loss: 901.358 Range Loss: 0.501 TV Loss: 7.214 Total Loss: 909.073 1%|1 | 3/250 [00:01<02:20, 1.76it/s] CLIP Loss: 899.089 Range Loss: 1.266 TV Loss: 8.095 Total Loss: 908.450 2%|1 | 4/250 [00:02<02:19, 1.77it/s] CLIP Loss: 920.520 Range Loss: 0.009 TV Loss: 4.943 Total Loss: 925.471 2%|2 | 5/250 [00:02<02:17, 1.79it/s] CLIP Loss: 899.169 Range Loss: 0.713 TV Loss: 6.376 Total Loss: 906.258 2%|2 | 6/250 [00:03<02:35, 1.57it/s] CLIP Loss: 897.326 Range Loss: 0.098 TV Loss: 5.294 Total Loss: 902.718 3%|2 | 7/250 [00:04<02:27, 1.64it/s] CLIP Loss: 887.300 Range Loss: 0.499 TV Loss: 5.180 Total Loss: 892.978 3%|3 | 8/250 [00:04<02:25, 1.67it/s] CLIP Loss: 887.058 Range Loss: 1.079 TV Loss: 4.972 Total Loss: 893.108 4%|3 | 9/250 [00:05<02:21, 1.71it/s] CLIP Loss: 880.233 Range Loss: 1.081 TV Loss: 4.651 Total Loss: 885.966 4%|4 | 10/250 [00:05<02:17, 1.74it/s] CLIP Loss: 889.240 Range Loss: 0.029 TV Loss: 3.465 Total Loss: 892.734 4%|4 | 11/250 [00:06<02:30, 1.59it/s] CLIP Loss: 881.318 Range Loss: 0.266 TV Loss: 4.035 Total Loss: 885.619 5%|4 | 12/250 [00:07<02:23, 1.65it/s] CLIP Loss: 884.999 Range Loss: 1.354 TV Loss: 3.829 Total Loss: 890.183 5%|5 | 13/250 [00:07<02:20, 1.69it/s] CLIP Loss: 899.991 Range Loss: 0.013 TV Loss: 2.888 Total Loss: 902.893 6%|5 | 14/250 [00:08<02:16, 1.72it/s] CLIP Loss: 877.473 Range Loss: 0.360 TV Loss: 2.916 Total Loss: 880.749 6%|6 | 15/250 [00:08<02:14, 1.74it/s] CLIP Loss: 876.207 Range Loss: 0.369 TV Loss: 2.909 Total Loss: 879.485 6%|6 | 16/250 [00:09<02:28, 1.58it/s] CLIP Loss: 876.058 Range Loss: 0.544 TV Loss: 2.609 Total Loss: 879.212 7%|6 | 17/250 [00:10<02:21, 1.64it/s] CLIP Loss: 872.235 Range Loss: 0.188 TV Loss: 2.344 Total Loss: 874.767 7%|7 | 18/250 [00:10<02:17, 1.69it/s] CLIP Loss: 871.424 Range Loss: 0.487 TV Loss: 2.357 Total Loss: 874.268 8%|7 | 19/250 [00:11<02:14, 1.72it/s] CLIP Loss: 875.815 Range Loss: 0.242 TV Loss: 2.050 Total Loss: 878.107 8%|8 | 20/250 [00:11<02:11, 1.74it/s] CLIP Loss: 869.400 Range Loss: 0.335 TV Loss: 1.969 Total Loss: 871.705 8%|8 | 21/250 [00:12<02:34, 1.48it/s] CLIP Loss: 876.924 Range Loss: 0.402 TV Loss: 1.980 Total Loss: 879.305 9%|8 | 22/250 [00:13<02:25, 1.57it/s] CLIP Loss: 884.151 Range Loss: 0.017 TV Loss: 1.293 Total Loss: 885.460 9%|9 | 23/250 [00:13<02:19, 1.63it/s] CLIP Loss: 872.798 Range Loss: 0.067 TV Loss: 1.241 Total Loss: 874.106 10%|9 | 24/250 [00:14<02:14, 1.68it/s] CLIP Loss: 874.519 Range Loss: 0.048 TV Loss: 1.265 Total Loss: 875.832 10%|# | 25/250 [00:14<02:11, 1.71it/s] CLIP Loss: 875.022 Range Loss: 0.200 TV Loss: 1.378 Total Loss: 876.600 10%|# | 26/250 [00:15<02:23, 1.56it/s] CLIP Loss: 873.390 Range Loss: 0.213 TV Loss: 1.361 Total Loss: 874.964 11%|# | 27/250 [00:16<02:16, 1.63it/s] CLIP Loss: 861.447 Range Loss: 0.057 TV Loss: 1.030 Total Loss: 862.534 11%|#1 | 28/250 [00:16<02:13, 1.67it/s] CLIP Loss: 861.155 Range Loss: 0.101 TV Loss: 0.891 Total Loss: 862.147 12%|#1 | 29/250 [00:17<02:10, 1.70it/s] CLIP Loss: 852.736 Range Loss: 0.081 TV Loss: 0.807 Total Loss: 853.624 12%|#2 | 30/250 [00:17<02:07, 1.72it/s] CLIP Loss: 859.174 Range Loss: 0.063 TV Loss: 0.702 Total Loss: 859.940 12%|#2 | 31/250 [00:18<02:19, 1.57it/s] CLIP Loss: 870.293 Range Loss: 0.010 TV Loss: 0.702 Total Loss: 871.005 13%|#2 | 32/250 [00:19<02:14, 1.62it/s] CLIP Loss: 865.474 Range Loss: 0.004 TV Loss: 0.526 Total Loss: 866.004 13%|#3 | 33/250 [00:19<02:10, 1.66it/s] CLIP Loss: 858.505 Range Loss: 0.007 TV Loss: 0.555 Total Loss: 859.067 14%|#3 | 34/250 [00:20<02:08, 1.69it/s] CLIP Loss: 854.673 Range Loss: 0.009 TV Loss: 0.576 Total Loss: 855.258 14%|#4 | 35/250 [00:21<02:06, 1.70it/s] CLIP Loss: 867.053 Range Loss: 0.006 TV Loss: 0.491 Total Loss: 867.550 14%|#4 | 36/250 [00:21<02:17, 1.56it/s] CLIP Loss: 859.846 Range Loss: 0.009 TV Loss: 0.567 Total Loss: 860.422 15%|#4 | 37/250 [00:22<02:12, 1.61it/s] CLIP Loss: 854.217 Range Loss: 0.007 TV Loss: 0.575 Total Loss: 854.799 15%|#5 | 38/250 [00:22<02:09, 1.64it/s] CLIP Loss: 864.287 Range Loss: 0.005 TV Loss: 0.372 Total Loss: 864.664 16%|#5 | 39/250 [00:23<02:06, 1.67it/s] CLIP Loss: 861.936 Range Loss: 0.040 TV Loss: 0.533 Total Loss: 862.508 16%|#6 | 40/250 [00:24<02:03, 1.70it/s] CLIP Loss: 859.358 Range Loss: 0.005 TV Loss: 0.358 Total Loss: 859.722 16%|#6 | 41/250 [00:24<02:16, 1.53it/s] CLIP Loss: 860.213 Range Loss: 0.022 TV Loss: 0.408 Total Loss: 860.643 17%|#6 | 42/250 [00:25<02:09, 1.60it/s] CLIP Loss: 882.667 Range Loss: 0.001 TV Loss: 0.310 Total Loss: 882.978 17%|#7 | 43/250 [00:26<02:05, 1.65it/s] CLIP Loss: 876.453 Range Loss: 0.003 TV Loss: 0.330 Total Loss: 876.786 18%|#7 | 44/250 [00:26<02:02, 1.68it/s] CLIP Loss: 860.973 Range Loss: 0.009 TV Loss: 0.373 Total Loss: 861.355 18%|#8 | 45/250 [00:27<02:01, 1.69it/s] CLIP Loss: 862.722 Range Loss: 0.017 TV Loss: 0.343 Total Loss: 863.082 18%|#8 | 46/250 [00:27<02:13, 1.53it/s] CLIP Loss: 874.737 Range Loss: 0.011 TV Loss: 0.297 Total Loss: 875.045 19%|#8 | 47/250 [00:28<02:07, 1.59it/s] CLIP Loss: 878.135 Range Loss: 0.017 TV Loss: 0.346 Total Loss: 878.498 19%|#9 | 48/250 [00:29<02:03, 1.64it/s] CLIP Loss: 857.101 Range Loss: 0.039 TV Loss: 0.451 Total Loss: 857.591 20%|#9 | 49/250 [00:29<01:59, 1.68it/s] CLIP Loss: 865.898 Range Loss: 0.009 TV Loss: 0.348 Total Loss: 866.256 20%|## | 50/250 [00:30<01:57, 1.70it/s] CLIP Loss: 868.383 Range Loss: 0.026 TV Loss: 0.324 Total Loss: 868.733 20%|## | 51/250 [00:31<02:12, 1.50it/s] CLIP Loss: 840.295 Range Loss: 0.031 TV Loss: 0.325 Total Loss: 840.651 21%|## | 52/250 [00:31<02:05, 1.57it/s] CLIP Loss: 835.224 Range Loss: 0.016 TV Loss: 0.307 Total Loss: 835.547 21%|##1 | 53/250 [00:32<02:00, 1.63it/s] CLIP Loss: 836.451 Range Loss: 0.008 TV Loss: 0.243 Total Loss: 836.702 22%|##1 | 54/250 [00:32<01:57, 1.66it/s] CLIP Loss: 855.933 Range Loss: 0.029 TV Loss: 0.374 Total Loss: 856.336 22%|##2 | 55/250 [00:33<01:55, 1.68it/s] CLIP Loss: 889.704 Range Loss: 0.007 TV Loss: 0.210 Total Loss: 889.922 22%|##2 | 56/250 [00:34<02:09, 1.49it/s] CLIP Loss: 875.337 Range Loss: 0.010 TV Loss: 0.214 Total Loss: 875.561 23%|##2 | 57/250 [00:34<02:03, 1.57it/s] CLIP Loss: 852.506 Range Loss: 0.013 TV Loss: 0.249 Total Loss: 852.767 23%|##3 | 58/250 [00:35<01:58, 1.62it/s] CLIP Loss: 837.810 Range Loss: 0.012 TV Loss: 0.216 Total Loss: 838.038 24%|##3 | 59/250 [00:35<01:55, 1.66it/s] CLIP Loss: 833.944 Range Loss: 0.015 TV Loss: 0.246 Total Loss: 834.205 24%|##4 | 60/250 [00:36<01:52, 1.68it/s] CLIP Loss: 826.554 Range Loss: 0.007 TV Loss: 0.182 Total Loss: 826.743 24%|##4 | 61/250 [00:37<02:07, 1.48it/s] CLIP Loss: 823.984 Range Loss: 0.003 TV Loss: 0.152 Total Loss: 824.139 25%|##4 | 62/250 [00:37<02:00, 1.56it/s] CLIP Loss: 825.064 Range Loss: 0.002 TV Loss: 0.131 Total Loss: 825.197 25%|##5 | 63/250 [00:38<01:55, 1.61it/s] CLIP Loss: 816.904 Range Loss: 0.013 TV Loss: 0.233 Total Loss: 817.149 26%|##5 | 64/250 [00:39<01:52, 1.65it/s] CLIP Loss: 809.375 Range Loss: 0.010 TV Loss: 0.227 Total Loss: 809.612 26%|##6 | 65/250 [00:39<01:50, 1.68it/s] CLIP Loss: 806.578 Range Loss: 0.006 TV Loss: 0.217 Total Loss: 806.802 26%|##6 | 66/250 [00:40<02:02, 1.51it/s] CLIP Loss: 805.176 Range Loss: 0.003 TV Loss: 0.178 Total Loss: 805.357 27%|##6 | 67/250 [00:41<01:55, 1.58it/s] CLIP Loss: 804.134 Range Loss: 0.006 TV Loss: 0.193 Total Loss: 804.333 27%|##7 | 68/250 [00:41<01:51, 1.64it/s] CLIP Loss: 801.491 Range Loss: 0.003 TV Loss: 0.207 Total Loss: 801.701 28%|##7 | 69/250 [00:42<01:47, 1.68it/s] CLIP Loss: 800.071 Range Loss: 0.009 TV Loss: 0.235 Total Loss: 800.315 28%|##8 | 70/250 [00:42<01:45, 1.71it/s] CLIP Loss: 801.886 Range Loss: 0.011 TV Loss: 0.197 Total Loss: 802.095 28%|##8 | 71/250 [00:43<01:58, 1.51it/s] CLIP Loss: 827.902 Range Loss: 0.006 TV Loss: 0.155 Total Loss: 828.063 29%|##8 | 72/250 [00:44<01:52, 1.58it/s] CLIP Loss: 814.138 Range Loss: 0.015 TV Loss: 0.256 Total Loss: 814.409 29%|##9 | 73/250 [00:44<01:48, 1.64it/s] CLIP Loss: 804.722 Range Loss: 0.007 TV Loss: 0.229 Total Loss: 804.958 30%|##9 | 74/250 [00:45<01:45, 1.68it/s] CLIP Loss: 802.328 Range Loss: 0.018 TV Loss: 0.268 Total Loss: 802.614 30%|### | 75/250 [00:45<01:42, 1.71it/s] CLIP Loss: 793.382 Range Loss: 0.010 TV Loss: 0.232 Total Loss: 793.624 30%|### | 76/250 [00:46<01:54, 1.52it/s] CLIP Loss: 790.537 Range Loss: 0.009 TV Loss: 0.251 Total Loss: 790.797 31%|### | 77/250 [00:47<01:48, 1.59it/s] CLIP Loss: 781.801 Range Loss: 0.008 TV Loss: 0.212 Total Loss: 782.020 31%|###1 | 78/250 [00:47<01:45, 1.64it/s] CLIP Loss: 783.142 Range Loss: 0.008 TV Loss: 0.204 Total Loss: 783.354 32%|###1 | 79/250 [00:48<01:43, 1.66it/s] CLIP Loss: 782.865 Range Loss: 0.010 TV Loss: 0.243 Total Loss: 783.119 32%|###2 | 80/250 [00:48<01:40, 1.70it/s] CLIP Loss: 782.806 Range Loss: 0.007 TV Loss: 0.209 Total Loss: 783.022 32%|###2 | 81/250 [00:49<01:53, 1.49it/s] CLIP Loss: 784.689 Range Loss: 0.011 TV Loss: 0.289 Total Loss: 784.989 33%|###2 | 82/250 [00:50<01:46, 1.57it/s] CLIP Loss: 799.413 Range Loss: 0.004 TV Loss: 0.200 Total Loss: 799.617 33%|###3 | 83/250 [00:50<01:42, 1.63it/s] CLIP Loss: 785.931 Range Loss: 0.008 TV Loss: 0.237 Total Loss: 786.176 34%|###3 | 84/250 [00:51<01:40, 1.65it/s] CLIP Loss: 787.185 Range Loss: 0.009 TV Loss: 0.257 Total Loss: 787.451 34%|###4 | 85/250 [00:52<01:37, 1.69it/s] CLIP Loss: 781.533 Range Loss: 0.010 TV Loss: 0.227 Total Loss: 781.769 34%|###4 | 86/250 [00:52<01:49, 1.50it/s] CLIP Loss: 778.233 Range Loss: 0.008 TV Loss: 0.233 Total Loss: 778.474 35%|###4 | 87/250 [00:53<01:43, 1.57it/s] CLIP Loss: 774.683 Range Loss: 0.006 TV Loss: 0.207 Total Loss: 774.896 35%|###5 | 88/250 [00:54<01:39, 1.63it/s] CLIP Loss: 786.695 Range Loss: 0.011 TV Loss: 0.311 Total Loss: 787.016 36%|###5 | 89/250 [00:54<01:36, 1.67it/s] CLIP Loss: 762.977 Range Loss: 0.006 TV Loss: 0.248 Total Loss: 763.231 36%|###6 | 90/250 [00:55<01:33, 1.71it/s] CLIP Loss: 770.872 Range Loss: 0.006 TV Loss: 0.309 Total Loss: 771.186 36%|###6 | 91/250 [00:55<01:45, 1.51it/s] CLIP Loss: 792.788 Range Loss: 0.003 TV Loss: 0.178 Total Loss: 792.969 37%|###6 | 92/250 [00:56<01:39, 1.58it/s] CLIP Loss: 793.502 Range Loss: 0.006 TV Loss: 0.315 Total Loss: 793.823 37%|###7 | 93/250 [00:57<01:35, 1.64it/s] CLIP Loss: 781.262 Range Loss: 0.003 TV Loss: 0.224 Total Loss: 781.490 38%|###7 | 94/250 [00:57<01:33, 1.67it/s] CLIP Loss: 809.020 Range Loss: 0.012 TV Loss: 0.454 Total Loss: 809.486 38%|###8 | 95/250 [00:58<01:30, 1.71it/s] CLIP Loss: 775.027 Range Loss: 0.006 TV Loss: 0.441 Total Loss: 775.474 38%|###8 | 96/250 [00:59<01:41, 1.52it/s] CLIP Loss: 772.005 Range Loss: 0.003 TV Loss: 0.424 Total Loss: 772.433 39%|###8 | 97/250 [00:59<01:36, 1.59it/s] CLIP Loss: 777.461 Range Loss: 0.003 TV Loss: 0.422 Total Loss: 777.886 39%|###9 | 98/250 [01:00<01:32, 1.64it/s] CLIP Loss: 772.848 Range Loss: 0.002 TV Loss: 0.364 Total Loss: 773.215 40%|###9 | 99/250 [01:00<01:29, 1.69it/s] CLIP Loss: 767.980 Range Loss: 0.002 TV Loss: 0.413 Total Loss: 768.396 40%|#### | 100/250 [01:01<01:27, 1.71it/s] CLIP Loss: 772.122 Range Loss: 0.002 TV Loss: 0.333 Total Loss: 772.457 40%|#### | 101/250 [01:02<01:39, 1.50it/s] CLIP Loss: 769.406 Range Loss: 0.002 TV Loss: 0.464 Total Loss: 769.872 41%|#### | 102/250 [01:02<01:33, 1.58it/s] CLIP Loss: 777.259 Range Loss: 0.002 TV Loss: 0.436 Total Loss: 777.697 41%|####1 | 103/250 [01:03<01:29, 1.64it/s] CLIP Loss: 760.242 Range Loss: 0.001 TV Loss: 0.458 Total Loss: 760.701 42%|####1 | 104/250 [01:03<01:26, 1.68it/s] CLIP Loss: 756.822 Range Loss: 0.001 TV Loss: 0.473 Total Loss: 757.296 42%|####2 | 105/250 [01:04<01:25, 1.70it/s] CLIP Loss: 753.622 Range Loss: 0.002 TV Loss: 0.595 Total Loss: 754.219 42%|####2 | 106/250 [01:05<01:36, 1.48it/s] CLIP Loss: 759.223 Range Loss: 0.001 TV Loss: 0.562 Total Loss: 759.786 43%|####2 | 107/250 [01:05<01:30, 1.58it/s] CLIP Loss: 748.531 Range Loss: 0.001 TV Loss: 0.583 Total Loss: 749.114 43%|####3 | 108/250 [01:06<01:27, 1.63it/s] CLIP Loss: 748.188 Range Loss: 0.000 TV Loss: 0.657 Total Loss: 748.845 44%|####3 | 109/250 [01:06<01:24, 1.67it/s] CLIP Loss: 745.121 Range Loss: 0.000 TV Loss: 0.672 Total Loss: 745.792 44%|####4 | 110/250 [01:07<01:22, 1.70it/s] CLIP Loss: 754.204 Range Loss: 0.000 TV Loss: 0.696 Total Loss: 754.900 44%|####4 | 111/250 [01:08<01:32, 1.51it/s] CLIP Loss: 749.828 Range Loss: 0.000 TV Loss: 0.745 Total Loss: 750.573 45%|####4 | 112/250 [01:08<01:26, 1.59it/s] CLIP Loss: 744.740 Range Loss: 0.000 TV Loss: 0.743 Total Loss: 745.483 45%|####5 | 113/250 [01:09<01:23, 1.64it/s] CLIP Loss: 747.090 Range Loss: 0.000 TV Loss: 0.765 Total Loss: 747.856 46%|####5 | 114/250 [01:10<01:20, 1.68it/s] CLIP Loss: 750.408 Range Loss: 0.000 TV Loss: 0.846 Total Loss: 751.254 46%|####6 | 115/250 [01:10<01:18, 1.71it/s] CLIP Loss: 742.953 Range Loss: 0.000 TV Loss: 0.839 Total Loss: 743.792 46%|####6 | 116/250 [01:11<01:29, 1.50it/s] CLIP Loss: 753.952 Range Loss: 0.000 TV Loss: 0.901 Total Loss: 754.854 47%|####6 | 117/250 [01:11<01:23, 1.59it/s] CLIP Loss: 746.908 Range Loss: 0.001 TV Loss: 0.907 Total Loss: 747.815 47%|####7 | 118/250 [01:12<01:20, 1.64it/s] CLIP Loss: 746.454 Range Loss: 0.000 TV Loss: 0.966 Total Loss: 747.421 48%|####7 | 119/250 [01:13<01:17, 1.69it/s] CLIP Loss: 741.457 Range Loss: 0.000 TV Loss: 0.967 Total Loss: 742.424 48%|####8 | 120/250 [01:13<01:15, 1.71it/s] CLIP Loss: 738.331 Range Loss: 0.000 TV Loss: 0.985 Total Loss: 739.316 48%|####8 | 121/250 [01:14<01:24, 1.53it/s] CLIP Loss: 747.696 Range Loss: 0.000 TV Loss: 1.086 Total Loss: 748.782 49%|####8 | 122/250 [01:15<01:20, 1.59it/s] CLIP Loss: 747.451 Range Loss: 0.000 TV Loss: 1.137 Total Loss: 748.589 49%|####9 | 123/250 [01:15<01:16, 1.65it/s] CLIP Loss: 744.892 Range Loss: 0.000 TV Loss: 1.104 Total Loss: 745.997 50%|####9 | 124/250 [01:16<01:14, 1.69it/s] CLIP Loss: 737.678 Range Loss: 0.000 TV Loss: 1.210 Total Loss: 738.888 50%|##### | 125/250 [01:16<01:12, 1.73it/s] CLIP Loss: 729.782 Range Loss: 0.000 TV Loss: 1.314 Total Loss: 731.096 50%|##### | 126/250 [01:17<01:22, 1.51it/s] CLIP Loss: 731.944 Range Loss: 0.000 TV Loss: 1.428 Total Loss: 733.372 51%|##### | 127/250 [01:18<01:17, 1.59it/s] CLIP Loss: 738.965 Range Loss: 0.000 TV Loss: 1.536 Total Loss: 740.501 51%|#####1 | 128/250 [01:18<01:14, 1.64it/s] CLIP Loss: 742.518 Range Loss: 0.000 TV Loss: 1.677 Total Loss: 744.196 52%|#####1 | 129/250 [01:19<01:11, 1.69it/s] CLIP Loss: 740.203 Range Loss: 0.000 TV Loss: 1.852 Total Loss: 742.055 52%|#####2 | 130/250 [01:19<01:09, 1.72it/s] CLIP Loss: 732.017 Range Loss: 0.000 TV Loss: 2.011 Total Loss: 734.027 52%|#####2 | 131/250 [01:20<01:18, 1.52it/s] CLIP Loss: 731.969 Range Loss: 0.000 TV Loss: 2.117 Total Loss: 734.085 53%|#####2 | 132/250 [01:21<01:13, 1.60it/s] CLIP Loss: 731.115 Range Loss: 0.000 TV Loss: 2.253 Total Loss: 733.368 53%|#####3 | 133/250 [01:21<01:10, 1.66it/s] CLIP Loss: 726.199 Range Loss: 0.000 TV Loss: 2.438 Total Loss: 728.637 54%|#####3 | 134/250 [01:22<01:08, 1.70it/s] CLIP Loss: 732.547 Range Loss: 0.000 TV Loss: 2.724 Total Loss: 735.270 54%|#####4 | 135/250 [01:22<01:06, 1.73it/s] CLIP Loss: 733.850 Range Loss: 0.000 TV Loss: 2.879 Total Loss: 736.729 54%|#####4 | 136/250 [01:23<01:14, 1.54it/s] CLIP Loss: 731.294 Range Loss: 0.000 TV Loss: 3.023 Total Loss: 734.317 55%|#####4 | 137/250 [01:24<01:10, 1.60it/s] CLIP Loss: 728.035 Range Loss: 0.000 TV Loss: 3.260 Total Loss: 731.294 55%|#####5 | 138/250 [01:24<01:07, 1.66it/s] CLIP Loss: 724.109 Range Loss: 0.000 TV Loss: 3.411 Total Loss: 727.521 56%|#####5 | 139/250 [01:25<01:05, 1.70it/s] CLIP Loss: 728.295 Range Loss: 0.000 TV Loss: 3.614 Total Loss: 731.909 56%|#####6 | 140/250 [01:25<01:03, 1.73it/s] CLIP Loss: 725.117 Range Loss: 0.000 TV Loss: 3.782 Total Loss: 728.899 56%|#####6 | 141/250 [01:26<01:17, 1.41it/s] CLIP Loss: 721.246 Range Loss: 0.000 TV Loss: 3.968 Total Loss: 725.214 57%|#####6 | 142/250 [01:27<01:11, 1.51it/s] CLIP Loss: 733.727 Range Loss: 0.000 TV Loss: 4.215 Total Loss: 737.942 57%|#####7 | 143/250 [01:27<01:07, 1.58it/s] CLIP Loss: 728.532 Range Loss: 0.000 TV Loss: 4.454 Total Loss: 732.986 58%|#####7 | 144/250 [01:28<01:04, 1.64it/s] CLIP Loss: 725.217 Range Loss: 0.000 TV Loss: 4.651 Total Loss: 729.867 58%|#####8 | 145/250 [01:29<01:02, 1.68it/s] CLIP Loss: 720.674 Range Loss: 0.000 TV Loss: 4.877 Total Loss: 725.551 58%|#####8 | 146/250 [01:29<01:10, 1.48it/s] CLIP Loss: 718.115 Range Loss: 0.000 TV Loss: 5.173 Total Loss: 723.288 59%|#####8 | 147/250 [01:30<01:05, 1.58it/s] CLIP Loss: 726.258 Range Loss: 0.000 TV Loss: 5.523 Total Loss: 731.780 59%|#####9 | 148/250 [01:31<01:02, 1.64it/s] CLIP Loss: 728.476 Range Loss: 0.000 TV Loss: 5.822 Total Loss: 734.298 60%|#####9 | 149/250 [01:31<00:59, 1.69it/s] CLIP Loss: 723.547 Range Loss: 0.000 TV Loss: 6.097 Total Loss: 729.644 60%|###### | 150/250 [01:32<00:58, 1.72it/s] CLIP Loss: 722.779 Range Loss: 0.000 TV Loss: 6.530 Total Loss: 729.309 60%|###### | 151/250 [01:32<01:05, 1.52it/s] CLIP Loss: 727.935 Range Loss: 0.000 TV Loss: 6.847 Total Loss: 734.781 61%|###### | 152/250 [01:33<01:01, 1.60it/s] CLIP Loss: 736.895 Range Loss: 0.000 TV Loss: 7.163 Total Loss: 744.058 61%|######1 | 153/250 [01:34<00:58, 1.66it/s] CLIP Loss: 734.293 Range Loss: 0.000 TV Loss: 7.565 Total Loss: 741.859 62%|######1 | 154/250 [01:34<00:56, 1.69it/s] CLIP Loss: 730.778 Range Loss: 0.000 TV Loss: 7.882 Total Loss: 738.661 62%|######2 | 155/250 [01:35<00:55, 1.72it/s] CLIP Loss: 728.067 Range Loss: 0.000 TV Loss: 8.343 Total Loss: 736.410 62%|######2 | 156/250 [01:36<01:00, 1.54it/s] CLIP Loss: 719.112 Range Loss: 0.000 TV Loss: 8.652 Total Loss: 727.764 63%|######2 | 157/250 [01:36<00:57, 1.62it/s] CLIP Loss: 723.240 Range Loss: 0.000 TV Loss: 9.203 Total Loss: 732.443 63%|######3 | 158/250 [01:37<00:55, 1.66it/s] CLIP Loss: 719.083 Range Loss: 0.000 TV Loss: 9.617 Total Loss: 728.700 64%|######3 | 159/250 [01:37<00:53, 1.70it/s] CLIP Loss: 731.311 Range Loss: 0.000 TV Loss: 10.099 Total Loss: 741.409 64%|######4 | 160/250 [01:38<00:52, 1.73it/s] CLIP Loss: 724.976 Range Loss: 0.000 TV Loss: 10.667 Total Loss: 735.643 64%|######4 | 161/250 [01:39<00:57, 1.54it/s] CLIP Loss: 722.581 Range Loss: 0.000 TV Loss: 11.123 Total Loss: 733.703 65%|######4 | 162/250 [01:39<00:54, 1.62it/s] CLIP Loss: 718.753 Range Loss: 0.000 TV Loss: 11.632 Total Loss: 730.385 65%|######5 | 163/250 [01:40<00:52, 1.67it/s] CLIP Loss: 722.355 Range Loss: 0.000 TV Loss: 12.161 Total Loss: 734.516 66%|######5 | 164/250 [01:40<00:50, 1.71it/s] CLIP Loss: 723.319 Range Loss: 0.000 TV Loss: 12.726 Total Loss: 736.045 66%|######6 | 165/250 [01:41<00:49, 1.73it/s] CLIP Loss: 716.232 Range Loss: 0.000 TV Loss: 13.477 Total Loss: 729.709 66%|######6 | 166/250 [01:42<00:54, 1.54it/s] CLIP Loss: 722.156 Range Loss: 0.000 TV Loss: 13.995 Total Loss: 736.151 67%|######6 | 167/250 [01:42<00:51, 1.62it/s] CLIP Loss: 726.177 Range Loss: 0.000 TV Loss: 14.664 Total Loss: 740.841 67%|######7 | 168/250 [01:43<00:49, 1.67it/s] CLIP Loss: 728.244 Range Loss: 0.000 TV Loss: 15.268 Total Loss: 743.511 68%|######7 | 169/250 [01:43<00:47, 1.70it/s] CLIP Loss: 721.802 Range Loss: 0.000 TV Loss: 15.886 Total Loss: 737.688 68%|######8 | 170/250 [01:44<00:46, 1.73it/s] CLIP Loss: 717.716 Range Loss: 0.000 TV Loss: 16.616 Total Loss: 734.331 68%|######8 | 171/250 [01:45<00:51, 1.54it/s] CLIP Loss: 731.146 Range Loss: 0.000 TV Loss: 17.300 Total Loss: 748.446 69%|######8 | 172/250 [01:45<00:48, 1.62it/s] CLIP Loss: 726.387 Range Loss: 0.000 TV Loss: 17.980 Total Loss: 744.367 69%|######9 | 173/250 [01:46<00:46, 1.66it/s] CLIP Loss: 716.700 Range Loss: 0.000 TV Loss: 18.610 Total Loss: 735.310 70%|######9 | 174/250 [01:46<00:44, 1.69it/s] CLIP Loss: 724.247 Range Loss: 0.000 TV Loss: 19.374 Total Loss: 743.621 70%|####### | 175/250 [01:47<00:43, 1.71it/s] CLIP Loss: 728.152 Range Loss: 0.000 TV Loss: 19.980 Total Loss: 748.132 70%|####### | 176/250 [01:48<00:48, 1.54it/s] CLIP Loss: 712.740 Range Loss: 0.000 TV Loss: 20.759 Total Loss: 733.499 71%|####### | 177/250 [01:48<00:45, 1.61it/s] CLIP Loss: 716.743 Range Loss: 0.000 TV Loss: 21.645 Total Loss: 738.388 71%|#######1 | 178/250 [01:49<00:43, 1.66it/s] CLIP Loss: 718.618 Range Loss: 0.000 TV Loss: 22.307 Total Loss: 740.925 72%|#######1 | 179/250 [01:49<00:41, 1.70it/s] CLIP Loss: 724.226 Range Loss: 0.000 TV Loss: 23.075 Total Loss: 747.301 72%|#######2 | 180/250 [01:50<00:40, 1.73it/s] CLIP Loss: 725.086 Range Loss: 0.000 TV Loss: 23.955 Total Loss: 749.041 72%|#######2 | 181/250 [01:51<00:44, 1.55it/s] CLIP Loss: 727.948 Range Loss: 0.000 TV Loss: 24.829 Total Loss: 752.777 73%|#######2 | 182/250 [01:51<00:42, 1.62it/s] CLIP Loss: 729.870 Range Loss: 0.000 TV Loss: 25.646 Total Loss: 755.516 73%|#######3 | 183/250 [01:52<00:40, 1.67it/s] CLIP Loss: 730.256 Range Loss: 0.000 TV Loss: 26.341 Total Loss: 756.597 74%|#######3 | 184/250 [01:52<00:38, 1.71it/s] CLIP Loss: 724.242 Range Loss: 0.000 TV Loss: 27.045 Total Loss: 751.287 74%|#######4 | 185/250 [01:53<00:37, 1.74it/s] CLIP Loss: 727.583 Range Loss: 0.000 TV Loss: 27.788 Total Loss: 755.371 74%|#######4 | 186/250 [01:54<00:41, 1.53it/s] CLIP Loss: 721.119 Range Loss: 0.000 TV Loss: 28.666 Total Loss: 749.785 75%|#######4 | 187/250 [01:54<00:39, 1.60it/s] CLIP Loss: 731.469 Range Loss: 0.000 TV Loss: 29.395 Total Loss: 760.865 75%|#######5 | 188/250 [01:55<00:37, 1.65it/s] CLIP Loss: 726.573 Range Loss: 0.000 TV Loss: 30.215 Total Loss: 756.788 76%|#######5 | 189/250 [01:55<00:36, 1.69it/s] CLIP Loss: 732.750 Range Loss: 0.000 TV Loss: 30.944 Total Loss: 763.694 76%|#######6 | 190/250 [01:56<00:34, 1.72it/s] CLIP Loss: 731.458 Range Loss: 0.000 TV Loss: 31.652 Total Loss: 763.110 76%|#######6 | 191/250 [01:57<00:38, 1.54it/s] CLIP Loss: 735.437 Range Loss: 0.000 TV Loss: 32.495 Total Loss: 767.933 77%|#######6 | 192/250 [01:57<00:36, 1.61it/s] CLIP Loss: 732.371 Range Loss: 0.000 TV Loss: 33.194 Total Loss: 765.566 77%|#######7 | 193/250 [01:58<00:34, 1.66it/s] CLIP Loss: 724.482 Range Loss: 0.000 TV Loss: 33.974 Total Loss: 758.456 78%|#######7 | 194/250 [01:58<00:33, 1.69it/s] CLIP Loss: 727.001 Range Loss: 0.000 TV Loss: 34.705 Total Loss: 761.706 78%|#######8 | 195/250 [01:59<00:31, 1.72it/s] CLIP Loss: 733.163 Range Loss: 0.000 TV Loss: 35.377 Total Loss: 768.540 78%|#######8 | 196/250 [02:00<00:35, 1.54it/s] CLIP Loss: 730.322 Range Loss: 0.000 TV Loss: 36.022 Total Loss: 766.344 79%|#######8 | 197/250 [02:00<00:32, 1.61it/s] CLIP Loss: 734.177 Range Loss: 0.000 TV Loss: 36.722 Total Loss: 770.899 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s] CLIP Loss: 724.159 Range Loss: 0.000 TV Loss: 37.357 Total Loss: 761.516 80%|#######9 | 199/250 [02:02<00:30, 1.68it/s] CLIP Loss: 734.259 Range Loss: 0.000 TV Loss: 37.781 Total Loss: 772.041 80%|######## | 200/250 [02:02<00:29, 1.71it/s] CLIP Loss: 724.878 Range Loss: 0.000 TV Loss: 38.140 Total Loss: 763.019 80%|######## | 201/250 [02:03<00:33, 1.48it/s] CLIP Loss: 726.396 Range Loss: 0.000 TV Loss: 38.581 Total Loss: 764.977 81%|######## | 202/250 [02:04<00:30, 1.57it/s] CLIP Loss: 729.374 Range Loss: 0.000 TV Loss: 38.955 Total Loss: 768.330 81%|########1 | 203/250 [02:04<00:28, 1.63it/s] CLIP Loss: 732.243 Range Loss: 0.000 TV Loss: 39.296 Total Loss: 771.539 82%|########1 | 204/250 [02:05<00:27, 1.67it/s] CLIP Loss: 730.754 Range Loss: 0.000 TV Loss: 39.559 Total Loss: 770.313 82%|########2 | 205/250 [02:05<00:26, 1.71it/s] CLIP Loss: 732.016 Range Loss: 0.000 TV Loss: 39.760 Total Loss: 771.776 82%|########2 | 206/250 [02:06<00:29, 1.48it/s] CLIP Loss: 728.734 Range Loss: 0.000 TV Loss: 39.849 Total Loss: 768.584 83%|########2 | 207/250 [02:07<00:27, 1.57it/s] CLIP Loss: 723.848 Range Loss: 0.000 TV Loss: 39.879 Total Loss: 763.727 83%|########3 | 208/250 [02:07<00:25, 1.62it/s] CLIP Loss: 723.505 Range Loss: 0.000 TV Loss: 40.049 Total Loss: 763.555 84%|########3 | 209/250 [02:08<00:24, 1.66it/s] CLIP Loss: 734.326 Range Loss: 0.000 TV Loss: 40.023 Total Loss: 774.349 84%|########4 | 210/250 [02:08<00:23, 1.70it/s] CLIP Loss: 734.190 Range Loss: 0.000 TV Loss: 40.074 Total Loss: 774.265 84%|########4 | 211/250 [02:09<00:25, 1.54it/s] CLIP Loss: 734.877 Range Loss: 0.000 TV Loss: 39.927 Total Loss: 774.804 85%|########4 | 212/250 [02:10<00:23, 1.61it/s] CLIP Loss: 728.121 Range Loss: 0.000 TV Loss: 39.728 Total Loss: 767.849 85%|########5 | 213/250 [02:10<00:22, 1.65it/s] CLIP Loss: 732.262 Range Loss: 0.000 TV Loss: 39.540 Total Loss: 771.802 86%|########5 | 214/250 [02:11<00:21, 1.69it/s] CLIP Loss: 728.142 Range Loss: 0.000 TV Loss: 39.274 Total Loss: 767.417 86%|########6 | 215/250 [02:11<00:20, 1.72it/s] CLIP Loss: 733.369 Range Loss: 0.000 TV Loss: 38.861 Total Loss: 772.230 86%|########6 | 216/250 [02:12<00:22, 1.53it/s] CLIP Loss: 721.708 Range Loss: 0.000 TV Loss: 38.416 Total Loss: 760.125 87%|########6 | 217/250 [02:13<00:20, 1.60it/s] CLIP Loss: 727.092 Range Loss: 0.000 TV Loss: 37.894 Total Loss: 764.986 87%|########7 | 218/250 [02:13<00:19, 1.64it/s] CLIP Loss: 719.091 Range Loss: 0.000 TV Loss: 37.190 Total Loss: 756.281 88%|########7 | 219/250 [02:14<00:18, 1.68it/s] CLIP Loss: 726.448 Range Loss: 0.000 TV Loss: 36.588 Total Loss: 763.037 88%|########8 | 220/250 [02:14<00:17, 1.70it/s] CLIP Loss: 725.997 Range Loss: 0.000 TV Loss: 35.930 Total Loss: 761.926 88%|########8 | 221/250 [02:15<00:18, 1.54it/s] CLIP Loss: 720.755 Range Loss: 0.000 TV Loss: 35.081 Total Loss: 755.836 89%|########8 | 222/250 [02:16<00:17, 1.60it/s] CLIP Loss: 727.746 Range Loss: 0.000 TV Loss: 34.254 Total Loss: 762.001 89%|########9 | 223/250 [02:16<00:16, 1.66it/s] CLIP Loss: 726.518 Range Loss: 0.000 TV Loss: 33.361 Total Loss: 759.879 90%|########9 | 224/250 [02:17<00:15, 1.70it/s] CLIP Loss: 734.755 Range Loss: 0.000 TV Loss: 32.384 Total Loss: 767.139 90%|######### | 225/250 [02:17<00:14, 1.73it/s] CLIP Loss: 736.352 Range Loss: 0.000 TV Loss: 31.348 Total Loss: 767.700 90%|######### | 226/250 [02:18<00:15, 1.56it/s] CLIP Loss: 730.301 Range Loss: 0.000 TV Loss: 30.249 Total Loss: 760.551 91%|######### | 227/250 [02:19<00:14, 1.63it/s] CLIP Loss: 723.045 Range Loss: 0.000 TV Loss: 29.133 Total Loss: 752.179 91%|#########1| 228/250 [02:19<00:13, 1.67it/s] CLIP Loss: 726.238 Range Loss: 0.000 TV Loss: 27.928 Total Loss: 754.167 92%|#########1| 229/250 [02:20<00:12, 1.71it/s] CLIP Loss: 718.180 Range Loss: 0.000 TV Loss: 26.596 Total Loss: 744.776 92%|#########2| 230/250 [02:20<00:11, 1.74it/s] CLIP Loss: 719.559 Range Loss: 0.000 TV Loss: 25.310 Total Loss: 744.870 92%|#########2| 231/250 [02:21<00:12, 1.55it/s] CLIP Loss: 720.633 Range Loss: 0.000 TV Loss: 24.002 Total Loss: 744.636 93%|#########2| 232/250 [02:22<00:11, 1.63it/s] CLIP Loss: 720.903 Range Loss: 0.000 TV Loss: 22.666 Total Loss: 743.569 93%|#########3| 233/250 [02:22<00:10, 1.68it/s] CLIP Loss: 716.166 Range Loss: 0.000 TV Loss: 21.312 Total Loss: 737.478 94%|#########3| 234/250 [02:23<00:09, 1.72it/s] CLIP Loss: 714.654 Range Loss: 0.000 TV Loss: 19.914 Total Loss: 734.568 94%|#########3| 235/250 [02:23<00:08, 1.74it/s] CLIP Loss: 722.569 Range Loss: 0.000 TV Loss: 18.544 Total Loss: 741.113 94%|#########4| 236/250 [02:24<00:08, 1.56it/s] CLIP Loss: 724.988 Range Loss: 0.000 TV Loss: 17.125 Total Loss: 742.113 95%|#########4| 237/250 [02:25<00:07, 1.63it/s] CLIP Loss: 724.465 Range Loss: 0.000 TV Loss: 15.748 Total Loss: 740.213 95%|#########5| 238/250 [02:25<00:07, 1.67it/s] CLIP Loss: 726.688 Range Loss: 0.000 TV Loss: 14.397 Total Loss: 741.085 96%|#########5| 239/250 [02:26<00:06, 1.71it/s] CLIP Loss: 728.123 Range Loss: 0.000 TV Loss: 13.091 Total Loss: 741.214 96%|#########6| 240/250 [02:26<00:05, 1.74it/s] CLIP Loss: 719.873 Range Loss: 0.000 TV Loss: 11.829 Total Loss: 731.703 96%|#########6| 241/250 [02:27<00:05, 1.58it/s] CLIP Loss: 720.627 Range Loss: 0.000 TV Loss: 10.614 Total Loss: 731.241 97%|#########6| 242/250 [02:28<00:04, 1.64it/s] CLIP Loss: 719.627 Range Loss: 0.000 TV Loss: 9.472 Total Loss: 729.099 97%|#########7| 243/250 [02:28<00:04, 1.69it/s] CLIP Loss: 717.838 Range Loss: 0.000 TV Loss: 8.374 Total Loss: 726.212 98%|#########7| 244/250 [02:29<00:03, 1.72it/s] CLIP Loss: 717.542 Range Loss: 0.000 TV Loss: 7.397 Total Loss: 724.940 98%|#########8| 245/250 [02:29<00:02, 1.74it/s] CLIP Loss: 723.211 Range Loss: 0.000 TV Loss: 6.474 Total Loss: 729.686 98%|#########8| 246/250 [02:30<00:02, 1.53it/s] CLIP Loss: 725.166 Range Loss: 0.000 TV Loss: 5.684 Total Loss: 730.849 99%|#########8| 247/250 [02:31<00:01, 1.61it/s] CLIP Loss: 731.938 Range Loss: 0.000 TV Loss: 5.013 Total Loss: 736.951 99%|#########9| 248/250 [02:31<00:01, 1.66it/s] CLIP Loss: 723.010 Range Loss: 0.000 TV Loss: 4.483 Total Loss: 727.493 100%|#########9| 249/250 [02:32<00:00, 1.71it/s] CLIP Loss: 732.857 Range Loss: 0.000 TV Loss: 4.099 Total Loss: 736.957 100%|##########| 250/250 [02:33<00:00, 1.56it/s] 100%|##########| 250/250 [02:33<00:00, 1.63it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDl6in4tscuvb77e3iyyjjiavgwmStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of the city streets of New York
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a photo of the city streets of New York", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of the city streets of New York", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of the city streets of New York", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of the city streets of New York", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of the city streets of New York"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of the city streets of New York", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:39:44.946242Z", "created_at": "2021-10-15T14:37:10.870660Z", "data_removed": false, "error": null, "id": "l6in4tscuvb77e3iyyjjiavgwm", "input": { "seed": "0", "prompt": "a photo of the city streets of New York", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 926.603\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 934.683\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:39, 1.56it/s]\nCLIP Loss: 893.377\tRange Loss: 0.002\tTV Loss: 5.740\tTotal Loss: 899.119\n\n 1%| | 2/250 [00:01<02:24, 1.71it/s]\nCLIP Loss: 894.320\tRange Loss: 0.003\tTV Loss: 5.496\tTotal Loss: 899.819\n\n 1%|1 | 3/250 [00:01<02:20, 1.76it/s]\nCLIP Loss: 895.115\tRange Loss: 0.005\tTV Loss: 5.858\tTotal Loss: 900.979\n\n 2%|1 | 4/250 [00:02<02:17, 1.78it/s]\nCLIP Loss: 895.181\tRange Loss: 0.001\tTV Loss: 4.320\tTotal Loss: 899.502\n\n 2%|2 | 5/250 [00:02<02:16, 1.80it/s]\nCLIP Loss: 886.410\tRange Loss: 0.001\tTV Loss: 3.922\tTotal Loss: 890.333\n\n 2%|2 | 6/250 [00:03<02:30, 1.62it/s]\nCLIP Loss: 884.848\tRange Loss: 0.000\tTV Loss: 3.494\tTotal Loss: 888.342\n\n 3%|2 | 7/250 [00:04<02:23, 1.69it/s]\nCLIP Loss: 887.181\tRange Loss: 0.000\tTV Loss: 2.982\tTotal Loss: 890.164\n\n 3%|3 | 8/250 [00:04<02:23, 1.69it/s]\nCLIP Loss: 882.602\tRange Loss: 0.001\tTV Loss: 3.192\tTotal Loss: 885.794\n\n 4%|3 | 9/250 [00:05<02:20, 1.71it/s]\nCLIP Loss: 882.521\tRange Loss: 0.001\tTV Loss: 2.499\tTotal Loss: 885.020\n\n 4%|4 | 10/250 [00:05<02:17, 1.75it/s]\nCLIP Loss: 875.180\tRange Loss: 0.000\tTV Loss: 2.769\tTotal Loss: 877.949\n\n 4%|4 | 11/250 [00:06<02:27, 1.62it/s]\nCLIP Loss: 878.699\tRange Loss: 0.000\tTV Loss: 2.366\tTotal Loss: 881.065\n\n 5%|4 | 12/250 [00:07<02:22, 1.67it/s]\nCLIP Loss: 881.945\tRange Loss: 0.000\tTV Loss: 2.494\tTotal Loss: 884.440\n\n 5%|5 | 13/250 [00:07<02:19, 1.70it/s]\nCLIP Loss: 877.973\tRange Loss: 0.000\tTV Loss: 2.287\tTotal Loss: 880.260\n\n 6%|5 | 14/250 [00:08<02:17, 1.72it/s]\nCLIP Loss: 870.385\tRange Loss: 0.000\tTV Loss: 1.910\tTotal Loss: 872.296\n\n 6%|6 | 15/250 [00:08<02:15, 1.74it/s]\nCLIP Loss: 871.432\tRange Loss: 0.000\tTV Loss: 2.967\tTotal Loss: 874.399\n\n 6%|6 | 16/250 [00:09<02:31, 1.55it/s]\nCLIP Loss: 870.230\tRange Loss: 0.000\tTV Loss: 2.106\tTotal Loss: 872.336\n\n 7%|6 | 17/250 [00:10<02:23, 1.62it/s]\nCLIP Loss: 866.530\tRange Loss: 0.000\tTV Loss: 2.465\tTotal Loss: 868.995\n\n 7%|7 | 18/250 [00:10<02:19, 1.67it/s]\nCLIP Loss: 868.397\tRange Loss: 0.000\tTV Loss: 2.005\tTotal Loss: 870.402\n\n 8%|7 | 19/250 [00:11<02:15, 1.70it/s]\nCLIP Loss: 865.710\tRange Loss: 0.000\tTV Loss: 2.100\tTotal Loss: 867.810\n\n 8%|8 | 20/250 [00:11<02:13, 1.73it/s]\nCLIP Loss: 860.410\tRange Loss: 0.000\tTV Loss: 1.836\tTotal Loss: 862.246\n\n 8%|8 | 21/250 [00:12<02:24, 1.59it/s]\nCLIP Loss: 865.783\tRange Loss: 0.000\tTV Loss: 1.507\tTotal Loss: 867.291\n\n 9%|8 | 22/250 [00:13<02:18, 1.65it/s]\nCLIP Loss: 859.755\tRange Loss: 0.000\tTV Loss: 1.740\tTotal Loss: 861.495\n\n 9%|9 | 23/250 [00:13<02:14, 1.69it/s]\nCLIP Loss: 860.004\tRange Loss: 0.001\tTV Loss: 1.972\tTotal Loss: 861.977\n\n 10%|9 | 24/250 [00:14<02:12, 1.71it/s]\nCLIP Loss: 864.382\tRange Loss: 0.000\tTV Loss: 2.041\tTotal Loss: 866.423\n\n 10%|# | 25/250 [00:14<02:10, 1.72it/s]\nCLIP Loss: 861.515\tRange Loss: 0.000\tTV Loss: 1.749\tTotal Loss: 863.263\n\n 10%|# | 26/250 [00:15<02:23, 1.56it/s]\nCLIP Loss: 847.471\tRange Loss: 0.000\tTV Loss: 1.453\tTotal Loss: 848.924\n\n 11%|# | 27/250 [00:16<02:17, 1.63it/s]\nCLIP Loss: 840.374\tRange Loss: 0.000\tTV Loss: 1.036\tTotal Loss: 841.411\n\n 11%|#1 | 28/250 [00:16<02:12, 1.67it/s]\nCLIP Loss: 836.783\tRange Loss: 0.000\tTV Loss: 1.264\tTotal Loss: 838.047\n\n 12%|#1 | 29/250 [00:17<02:09, 1.71it/s]\nCLIP Loss: 833.793\tRange Loss: 0.000\tTV Loss: 1.092\tTotal Loss: 834.885\n\n 12%|#2 | 30/250 [00:17<02:07, 1.73it/s]\nCLIP Loss: 852.677\tRange Loss: 0.000\tTV Loss: 0.931\tTotal Loss: 853.608\n\n 12%|#2 | 31/250 [00:18<02:17, 1.59it/s]\nCLIP Loss: 846.005\tRange Loss: 0.000\tTV Loss: 0.920\tTotal Loss: 846.926\n\n 13%|#2 | 32/250 [00:19<02:13, 1.63it/s]\nCLIP Loss: 843.959\tRange Loss: 0.000\tTV Loss: 1.017\tTotal Loss: 844.977\n\n 13%|#3 | 33/250 [00:19<02:09, 1.67it/s]\nCLIP Loss: 832.815\tRange Loss: 0.000\tTV Loss: 0.759\tTotal Loss: 833.574\n\n 14%|#3 | 34/250 [00:20<02:07, 1.69it/s]\nCLIP Loss: 834.473\tRange Loss: 0.000\tTV Loss: 0.949\tTotal Loss: 835.422\n\n 14%|#4 | 35/250 [00:20<02:05, 1.71it/s]\nCLIP Loss: 834.459\tRange Loss: 0.000\tTV Loss: 0.610\tTotal Loss: 835.069\n\n 14%|#4 | 36/250 [00:21<02:15, 1.58it/s]\nCLIP Loss: 822.201\tRange Loss: 0.000\tTV Loss: 0.806\tTotal Loss: 823.007\n\n 15%|#4 | 37/250 [00:22<02:10, 1.63it/s]\nCLIP Loss: 825.983\tRange Loss: 0.000\tTV Loss: 0.690\tTotal Loss: 826.673\n\n 15%|#5 | 38/250 [00:22<02:07, 1.66it/s]\nCLIP Loss: 815.835\tRange Loss: 0.000\tTV Loss: 0.449\tTotal Loss: 816.284\n\n 16%|#5 | 39/250 [00:23<02:04, 1.69it/s]\nCLIP Loss: 823.689\tRange Loss: 0.000\tTV Loss: 0.407\tTotal Loss: 824.097\n\n 16%|#6 | 40/250 [00:23<02:02, 1.72it/s]\nCLIP Loss: 808.610\tRange Loss: 0.000\tTV Loss: 0.428\tTotal Loss: 809.038\n\n 16%|#6 | 41/250 [00:24<02:15, 1.54it/s]\nCLIP Loss: 801.941\tRange Loss: 0.000\tTV Loss: 0.386\tTotal Loss: 802.327\n\n 17%|#6 | 42/250 [00:25<02:09, 1.61it/s]\nCLIP Loss: 817.863\tRange Loss: 0.000\tTV Loss: 0.393\tTotal Loss: 818.255\n\n 17%|#7 | 43/250 [00:25<02:05, 1.65it/s]\nCLIP Loss: 817.203\tRange Loss: 0.000\tTV Loss: 0.414\tTotal Loss: 817.617\n\n 18%|#7 | 44/250 [00:26<02:02, 1.68it/s]\nCLIP Loss: 822.052\tRange Loss: 0.000\tTV Loss: 0.360\tTotal Loss: 822.412\n\n 18%|#8 | 45/250 [00:26<02:00, 1.70it/s]\nCLIP Loss: 802.491\tRange Loss: 0.000\tTV Loss: 0.477\tTotal Loss: 802.968\n\n 18%|#8 | 46/250 [00:27<02:12, 1.54it/s]\nCLIP Loss: 806.663\tRange Loss: 0.000\tTV Loss: 0.341\tTotal Loss: 807.003\n\n 19%|#8 | 47/250 [00:28<02:07, 1.59it/s]\nCLIP Loss: 803.453\tRange Loss: 0.000\tTV Loss: 0.312\tTotal Loss: 803.765\n\n 19%|#9 | 48/250 [00:28<02:03, 1.64it/s]\nCLIP Loss: 800.632\tRange Loss: 0.000\tTV Loss: 0.353\tTotal Loss: 800.985\n\n 20%|#9 | 49/250 [00:29<02:00, 1.67it/s]\nCLIP Loss: 809.013\tRange Loss: 0.000\tTV Loss: 0.346\tTotal Loss: 809.359\n\n 20%|## | 50/250 [00:30<01:57, 1.70it/s]\nCLIP Loss: 829.081\tRange Loss: 0.000\tTV Loss: 0.277\tTotal Loss: 829.358\n\n 20%|## | 51/250 [00:30<02:09, 1.54it/s]\nCLIP Loss: 822.090\tRange Loss: 0.000\tTV Loss: 0.293\tTotal Loss: 822.384\n\n 21%|## | 52/250 [00:31<02:03, 1.61it/s]\nCLIP Loss: 816.194\tRange Loss: 0.000\tTV Loss: 0.260\tTotal Loss: 816.454\n\n 21%|##1 | 53/250 [00:31<01:59, 1.65it/s]\nCLIP Loss: 820.387\tRange Loss: 0.000\tTV Loss: 0.192\tTotal Loss: 820.579\n\n 22%|##1 | 54/250 [00:32<01:56, 1.69it/s]\nCLIP Loss: 817.002\tRange Loss: 0.000\tTV Loss: 0.315\tTotal Loss: 817.317\n\n 22%|##2 | 55/250 [00:33<01:53, 1.71it/s]\nCLIP Loss: 811.569\tRange Loss: 0.000\tTV Loss: 0.219\tTotal Loss: 811.788\n\n 22%|##2 | 56/250 [00:33<02:07, 1.52it/s]\nCLIP Loss: 809.312\tRange Loss: 0.000\tTV Loss: 0.206\tTotal Loss: 809.517\n\n 23%|##2 | 57/250 [00:34<02:01, 1.59it/s]\nCLIP Loss: 804.677\tRange Loss: 0.000\tTV Loss: 0.186\tTotal Loss: 804.863\n\n 23%|##3 | 58/250 [00:35<01:57, 1.63it/s]\nCLIP Loss: 795.017\tRange Loss: 0.000\tTV Loss: 0.170\tTotal Loss: 795.187\n\n 24%|##3 | 59/250 [00:35<01:54, 1.67it/s]\nCLIP Loss: 801.842\tRange Loss: 0.000\tTV Loss: 0.188\tTotal Loss: 802.030\n\n 24%|##4 | 60/250 [00:36<01:52, 1.69it/s]\nCLIP Loss: 796.935\tRange Loss: 0.000\tTV Loss: 0.174\tTotal Loss: 797.110\n\n 24%|##4 | 61/250 [00:37<02:06, 1.50it/s]\nCLIP Loss: 799.934\tRange Loss: 0.000\tTV Loss: 0.140\tTotal Loss: 800.074\n\n 25%|##4 | 62/250 [00:37<02:00, 1.56it/s]\nCLIP Loss: 798.208\tRange Loss: 0.000\tTV Loss: 0.135\tTotal Loss: 798.343\n\n 25%|##5 | 63/250 [00:38<01:55, 1.62it/s]\nCLIP Loss: 794.210\tRange Loss: 0.000\tTV Loss: 0.185\tTotal Loss: 794.395\n\n 26%|##5 | 64/250 [00:38<01:53, 1.64it/s]\nCLIP Loss: 783.899\tRange Loss: 0.000\tTV Loss: 0.199\tTotal Loss: 784.098\n\n 26%|##6 | 65/250 [00:39<01:50, 1.67it/s]\nCLIP Loss: 794.016\tRange Loss: 0.000\tTV Loss: 0.220\tTotal Loss: 794.236\n\n 26%|##6 | 66/250 [00:40<02:03, 1.49it/s]\nCLIP Loss: 799.153\tRange Loss: 0.000\tTV Loss: 0.214\tTotal Loss: 799.367\n\n 27%|##6 | 67/250 [00:40<01:57, 1.56it/s]\nCLIP Loss: 795.440\tRange Loss: 0.000\tTV Loss: 0.207\tTotal Loss: 795.647\n\n 27%|##7 | 68/250 [00:41<01:52, 1.61it/s]\nCLIP Loss: 791.576\tRange Loss: 0.000\tTV Loss: 0.205\tTotal Loss: 791.781\n\n 28%|##7 | 69/250 [00:41<01:48, 1.66it/s]\nCLIP Loss: 786.411\tRange Loss: 0.000\tTV Loss: 0.217\tTotal Loss: 786.627\n\n 28%|##8 | 70/250 [00:42<01:46, 1.70it/s]\nCLIP Loss: 793.574\tRange Loss: 0.000\tTV Loss: 0.197\tTotal Loss: 793.771\n\n 28%|##8 | 71/250 [00:43<01:59, 1.50it/s]\nCLIP Loss: 784.593\tRange Loss: 0.000\tTV Loss: 0.187\tTotal Loss: 784.779\n\n 29%|##8 | 72/250 [00:43<01:52, 1.58it/s]\nCLIP Loss: 789.175\tRange Loss: 0.000\tTV Loss: 0.231\tTotal Loss: 789.406\n\n 29%|##9 | 73/250 [00:44<01:48, 1.64it/s]\nCLIP Loss: 785.902\tRange Loss: 0.000\tTV Loss: 0.240\tTotal Loss: 786.143\n\n 30%|##9 | 74/250 [00:44<01:44, 1.68it/s]\nCLIP Loss: 778.730\tRange Loss: 0.000\tTV Loss: 0.251\tTotal Loss: 778.981\n\n 30%|### | 75/250 [00:45<01:42, 1.71it/s]\nCLIP Loss: 785.554\tRange Loss: 0.000\tTV Loss: 0.257\tTotal Loss: 785.811\n\n 30%|### | 76/250 [00:46<01:55, 1.51it/s]\nCLIP Loss: 822.955\tRange Loss: 0.000\tTV Loss: 0.359\tTotal Loss: 823.314\n\n 31%|### | 77/250 [00:46<01:48, 1.59it/s]\nCLIP Loss: 785.197\tRange Loss: 0.000\tTV Loss: 0.227\tTotal Loss: 785.424\n\n 31%|###1 | 78/250 [00:47<01:45, 1.63it/s]\nCLIP Loss: 776.292\tRange Loss: 0.000\tTV Loss: 0.219\tTotal Loss: 776.511\n\n 32%|###1 | 79/250 [00:48<01:43, 1.65it/s]\nCLIP Loss: 772.590\tRange Loss: 0.000\tTV Loss: 0.266\tTotal Loss: 772.856\n\n 32%|###2 | 80/250 [00:48<01:40, 1.69it/s]\nCLIP Loss: 773.463\tRange Loss: 0.000\tTV Loss: 0.284\tTotal Loss: 773.747\n\n 32%|###2 | 81/250 [00:49<01:53, 1.49it/s]\nCLIP Loss: 769.297\tRange Loss: 0.000\tTV Loss: 0.276\tTotal Loss: 769.573\n\n 33%|###2 | 82/250 [00:50<01:46, 1.58it/s]\nCLIP Loss: 769.597\tRange Loss: 0.000\tTV Loss: 0.285\tTotal Loss: 769.882\n\n 33%|###3 | 83/250 [00:50<01:42, 1.63it/s]\nCLIP Loss: 775.370\tRange Loss: 0.000\tTV Loss: 0.249\tTotal Loss: 775.619\n\n 34%|###3 | 84/250 [00:51<01:39, 1.67it/s]\nCLIP Loss: 771.919\tRange Loss: 0.000\tTV Loss: 0.317\tTotal Loss: 772.237\n\n 34%|###4 | 85/250 [00:51<01:37, 1.70it/s]\nCLIP Loss: 775.098\tRange Loss: 0.000\tTV Loss: 0.489\tTotal Loss: 775.587\n\n 34%|###4 | 86/250 [00:52<01:49, 1.50it/s]\nCLIP Loss: 770.836\tRange Loss: 0.000\tTV Loss: 0.424\tTotal Loss: 771.260\n\n 35%|###4 | 87/250 [00:53<01:42, 1.59it/s]\nCLIP Loss: 772.442\tRange Loss: 0.000\tTV Loss: 0.439\tTotal Loss: 772.881\n\n 35%|###5 | 88/250 [00:53<01:39, 1.63it/s]\nCLIP Loss: 763.256\tRange Loss: 0.000\tTV Loss: 0.382\tTotal Loss: 763.637\n\n 36%|###5 | 89/250 [00:54<01:36, 1.67it/s]\nCLIP Loss: 759.168\tRange Loss: 0.000\tTV Loss: 0.450\tTotal Loss: 759.618\n\n 36%|###6 | 90/250 [00:54<01:33, 1.71it/s]\nCLIP Loss: 754.790\tRange Loss: 0.000\tTV Loss: 0.501\tTotal Loss: 755.291\n\n 36%|###6 | 91/250 [00:55<01:47, 1.48it/s]\nCLIP Loss: 786.839\tRange Loss: 0.000\tTV Loss: 0.435\tTotal Loss: 787.274\n\n 37%|###6 | 92/250 [00:56<01:41, 1.55it/s]\nCLIP Loss: 771.500\tRange Loss: 0.000\tTV Loss: 0.407\tTotal Loss: 771.907\n\n 37%|###7 | 93/250 [00:56<01:37, 1.62it/s]\nCLIP Loss: 763.556\tRange Loss: 0.000\tTV Loss: 0.380\tTotal Loss: 763.936\n\n 38%|###7 | 94/250 [00:57<01:33, 1.66it/s]\nCLIP Loss: 765.239\tRange Loss: 0.000\tTV Loss: 0.425\tTotal Loss: 765.664\n\n 38%|###8 | 95/250 [00:57<01:30, 1.70it/s]\nCLIP Loss: 765.277\tRange Loss: 0.000\tTV Loss: 0.481\tTotal Loss: 765.757\n\n 38%|###8 | 96/250 [00:58<01:42, 1.51it/s]\nCLIP Loss: 762.818\tRange Loss: 0.000\tTV Loss: 0.577\tTotal Loss: 763.396\n\n 39%|###8 | 97/250 [00:59<01:37, 1.57it/s]\nCLIP Loss: 762.190\tRange Loss: 0.000\tTV Loss: 0.624\tTotal Loss: 762.813\n\n 39%|###9 | 98/250 [00:59<01:33, 1.63it/s]\nCLIP Loss: 757.478\tRange Loss: 0.000\tTV Loss: 0.535\tTotal Loss: 758.013\n\n 40%|###9 | 99/250 [01:00<01:30, 1.68it/s]\nCLIP Loss: 756.670\tRange Loss: 0.000\tTV Loss: 0.703\tTotal Loss: 757.373\n\n 40%|#### | 100/250 [01:01<01:28, 1.70it/s]\nCLIP Loss: 755.567\tRange Loss: 0.000\tTV Loss: 0.647\tTotal Loss: 756.214\n\n 40%|#### | 101/250 [01:01<01:39, 1.50it/s]\nCLIP Loss: 753.151\tRange Loss: 0.000\tTV Loss: 0.717\tTotal Loss: 753.867\n\n 41%|#### | 102/250 [01:02<01:33, 1.58it/s]\nCLIP Loss: 755.767\tRange Loss: 0.000\tTV Loss: 0.686\tTotal Loss: 756.453\n\n 41%|####1 | 103/250 [01:02<01:30, 1.63it/s]\nCLIP Loss: 752.735\tRange Loss: 0.000\tTV Loss: 0.714\tTotal Loss: 753.449\n\n 42%|####1 | 104/250 [01:03<01:26, 1.68it/s]\nCLIP Loss: 745.681\tRange Loss: 0.000\tTV Loss: 0.709\tTotal Loss: 746.390\n\n 42%|####2 | 105/250 [01:04<01:24, 1.71it/s]\nCLIP Loss: 745.965\tRange Loss: 0.000\tTV Loss: 0.789\tTotal Loss: 746.754\n\n 42%|####2 | 106/250 [01:04<01:34, 1.52it/s]\nCLIP Loss: 742.867\tRange Loss: 0.000\tTV Loss: 0.805\tTotal Loss: 743.672\n\n 43%|####2 | 107/250 [01:05<01:29, 1.60it/s]\nCLIP Loss: 747.894\tRange Loss: 0.000\tTV Loss: 0.803\tTotal Loss: 748.698\n\n 43%|####3 | 108/250 [01:06<01:25, 1.66it/s]\nCLIP Loss: 746.759\tRange Loss: 0.000\tTV Loss: 0.847\tTotal Loss: 747.607\n\n 44%|####3 | 109/250 [01:06<01:23, 1.70it/s]\nCLIP Loss: 741.571\tRange Loss: 0.000\tTV Loss: 0.932\tTotal Loss: 742.503\n\n 44%|####4 | 110/250 [01:07<01:21, 1.72it/s]\nCLIP Loss: 750.177\tRange Loss: 0.000\tTV Loss: 0.912\tTotal Loss: 751.089\n\n 44%|####4 | 111/250 [01:08<01:32, 1.50it/s]\nCLIP Loss: 753.182\tRange Loss: 0.000\tTV Loss: 0.992\tTotal Loss: 754.174\n\n 45%|####4 | 112/250 [01:08<01:27, 1.58it/s]\nCLIP Loss: 754.020\tRange Loss: 0.000\tTV Loss: 0.975\tTotal Loss: 754.996\n\n 45%|####5 | 113/250 [01:09<01:23, 1.63it/s]\nCLIP Loss: 755.166\tRange Loss: 0.000\tTV Loss: 1.039\tTotal Loss: 756.205\n\n 46%|####5 | 114/250 [01:09<01:20, 1.69it/s]\nCLIP Loss: 755.344\tRange Loss: 0.000\tTV Loss: 1.079\tTotal Loss: 756.422\n\n 46%|####6 | 115/250 [01:10<01:18, 1.72it/s]\nCLIP Loss: 753.028\tRange Loss: 0.000\tTV Loss: 1.113\tTotal Loss: 754.141\n\n 46%|####6 | 116/250 [01:11<01:27, 1.53it/s]\nCLIP Loss: 752.225\tRange Loss: 0.000\tTV Loss: 1.175\tTotal Loss: 753.400\n\n 47%|####6 | 117/250 [01:11<01:22, 1.61it/s]\nCLIP Loss: 752.963\tRange Loss: 0.000\tTV Loss: 1.292\tTotal Loss: 754.254\n\n 47%|####7 | 118/250 [01:12<01:19, 1.66it/s]\nCLIP Loss: 749.651\tRange Loss: 0.000\tTV Loss: 1.418\tTotal Loss: 751.069\n\n 48%|####7 | 119/250 [01:12<01:17, 1.70it/s]\nCLIP Loss: 751.149\tRange Loss: 0.000\tTV Loss: 1.490\tTotal Loss: 752.638\n\n 48%|####8 | 120/250 [01:13<01:15, 1.73it/s]\nCLIP Loss: 750.605\tRange Loss: 0.000\tTV Loss: 1.582\tTotal Loss: 752.187\n\n 48%|####8 | 121/250 [01:14<01:26, 1.49it/s]\nCLIP Loss: 747.535\tRange Loss: 0.000\tTV Loss: 1.697\tTotal Loss: 749.232\n\n 49%|####8 | 122/250 [01:14<01:21, 1.57it/s]\nCLIP Loss: 749.672\tRange Loss: 0.000\tTV Loss: 1.764\tTotal Loss: 751.436\n\n 49%|####9 | 123/250 [01:15<01:17, 1.63it/s]\nCLIP Loss: 747.251\tRange Loss: 0.000\tTV Loss: 1.775\tTotal Loss: 749.026\n\n 50%|####9 | 124/250 [01:15<01:15, 1.68it/s]\nCLIP Loss: 748.209\tRange Loss: 0.000\tTV Loss: 1.975\tTotal Loss: 750.183\n\n 50%|##### | 125/250 [01:16<01:12, 1.72it/s]\nCLIP Loss: 745.540\tRange Loss: 0.000\tTV Loss: 2.143\tTotal Loss: 747.684\n\n 50%|##### | 126/250 [01:17<01:21, 1.52it/s]\nCLIP Loss: 746.166\tRange Loss: 0.000\tTV Loss: 2.338\tTotal Loss: 748.504\n\n 51%|##### | 127/250 [01:17<01:16, 1.60it/s]\nCLIP Loss: 751.107\tRange Loss: 0.000\tTV Loss: 2.375\tTotal Loss: 753.482\n\n 51%|#####1 | 128/250 [01:18<01:14, 1.65it/s]\nCLIP Loss: 748.873\tRange Loss: 0.000\tTV Loss: 2.534\tTotal Loss: 751.407\n\n 52%|#####1 | 129/250 [01:18<01:11, 1.69it/s]\nCLIP Loss: 754.838\tRange Loss: 0.000\tTV Loss: 2.744\tTotal Loss: 757.582\n\n 52%|#####2 | 130/250 [01:19<01:09, 1.73it/s]\nCLIP Loss: 749.328\tRange Loss: 0.000\tTV Loss: 2.884\tTotal Loss: 752.211\n\n 52%|#####2 | 131/250 [01:20<01:18, 1.51it/s]\nCLIP Loss: 747.621\tRange Loss: 0.000\tTV Loss: 3.002\tTotal Loss: 750.624\n\n 53%|#####2 | 132/250 [01:20<01:14, 1.59it/s]\nCLIP Loss: 744.730\tRange Loss: 0.000\tTV Loss: 3.168\tTotal Loss: 747.898\n\n 53%|#####3 | 133/250 [01:21<01:11, 1.64it/s]\nCLIP Loss: 748.229\tRange Loss: 0.000\tTV Loss: 3.379\tTotal Loss: 751.608\n\n 54%|#####3 | 134/250 [01:21<01:08, 1.68it/s]\nCLIP Loss: 753.237\tRange Loss: 0.000\tTV Loss: 3.649\tTotal Loss: 756.886\n\n 54%|#####4 | 135/250 [01:22<01:06, 1.72it/s]\nCLIP Loss: 753.406\tRange Loss: 0.000\tTV Loss: 3.872\tTotal Loss: 757.278\n\n 54%|#####4 | 136/250 [01:23<01:14, 1.53it/s]\nCLIP Loss: 754.699\tRange Loss: 0.000\tTV Loss: 4.071\tTotal Loss: 758.770\n\n 55%|#####4 | 137/250 [01:23<01:10, 1.60it/s]\nCLIP Loss: 752.716\tRange Loss: 0.000\tTV Loss: 4.304\tTotal Loss: 757.020\n\n 55%|#####5 | 138/250 [01:24<01:07, 1.65it/s]\nCLIP Loss: 751.717\tRange Loss: 0.000\tTV Loss: 4.508\tTotal Loss: 756.225\n\n 56%|#####5 | 139/250 [01:25<01:05, 1.69it/s]\nCLIP Loss: 754.951\tRange Loss: 0.000\tTV Loss: 4.715\tTotal Loss: 759.666\n\n 56%|#####6 | 140/250 [01:25<01:04, 1.71it/s]\nCLIP Loss: 751.112\tRange Loss: 0.000\tTV Loss: 4.948\tTotal Loss: 756.059\n\n 56%|#####6 | 141/250 [01:26<01:11, 1.52it/s]\nCLIP Loss: 746.632\tRange Loss: 0.000\tTV Loss: 5.257\tTotal Loss: 751.888\n\n 57%|#####6 | 142/250 [01:26<01:07, 1.60it/s]\nCLIP Loss: 756.235\tRange Loss: 0.000\tTV Loss: 5.493\tTotal Loss: 761.728\n\n 57%|#####7 | 143/250 [01:27<01:04, 1.65it/s]\nCLIP Loss: 753.942\tRange Loss: 0.000\tTV Loss: 5.724\tTotal Loss: 759.667\n\n 58%|#####7 | 144/250 [01:28<01:02, 1.70it/s]\nCLIP Loss: 757.052\tRange Loss: 0.000\tTV Loss: 5.980\tTotal Loss: 763.031\n\n 58%|#####8 | 145/250 [01:28<01:01, 1.72it/s]\nCLIP Loss: 749.434\tRange Loss: 0.000\tTV Loss: 6.295\tTotal Loss: 755.729\n\n 58%|#####8 | 146/250 [01:29<01:07, 1.53it/s]\nCLIP Loss: 751.661\tRange Loss: 0.000\tTV Loss: 6.529\tTotal Loss: 758.190\n\n 59%|#####8 | 147/250 [01:30<01:04, 1.61it/s]\nCLIP Loss: 757.294\tRange Loss: 0.000\tTV Loss: 6.977\tTotal Loss: 764.271\n\n 59%|#####9 | 148/250 [01:30<01:01, 1.65it/s]\nCLIP Loss: 755.592\tRange Loss: 0.000\tTV Loss: 7.315\tTotal Loss: 762.907\n\n 60%|#####9 | 149/250 [01:31<00:59, 1.70it/s]\nCLIP Loss: 755.783\tRange Loss: 0.000\tTV Loss: 7.727\tTotal Loss: 763.510\n\n 60%|###### | 150/250 [01:31<00:57, 1.73it/s]\nCLIP Loss: 755.076\tRange Loss: 0.000\tTV Loss: 8.158\tTotal Loss: 763.235\n\n 60%|###### | 151/250 [01:32<01:04, 1.53it/s]\nCLIP Loss: 755.420\tRange Loss: 0.000\tTV Loss: 8.606\tTotal Loss: 764.026\n\n 61%|###### | 152/250 [01:33<01:00, 1.61it/s]\nCLIP Loss: 757.956\tRange Loss: 0.000\tTV Loss: 8.863\tTotal Loss: 766.819\n\n 61%|######1 | 153/250 [01:33<00:58, 1.66it/s]\nCLIP Loss: 752.289\tRange Loss: 0.000\tTV Loss: 9.263\tTotal Loss: 761.551\n\n 62%|######1 | 154/250 [01:34<00:56, 1.69it/s]\nCLIP Loss: 756.126\tRange Loss: 0.000\tTV Loss: 9.619\tTotal Loss: 765.744\n\n 62%|######2 | 155/250 [01:34<00:55, 1.72it/s]\nCLIP Loss: 755.627\tRange Loss: 0.000\tTV Loss: 10.077\tTotal Loss: 765.704\n\n 62%|######2 | 156/250 [01:35<01:01, 1.52it/s]\nCLIP Loss: 752.389\tRange Loss: 0.000\tTV Loss: 10.461\tTotal Loss: 762.850\n\n 63%|######2 | 157/250 [01:36<00:58, 1.60it/s]\nCLIP Loss: 756.070\tRange Loss: 0.000\tTV Loss: 10.971\tTotal Loss: 767.040\n\n 63%|######3 | 158/250 [01:36<00:55, 1.65it/s]\nCLIP Loss: 754.880\tRange Loss: 0.000\tTV Loss: 11.415\tTotal Loss: 766.294\n\n 64%|######3 | 159/250 [01:37<00:54, 1.68it/s]\nCLIP Loss: 762.023\tRange Loss: 0.000\tTV Loss: 12.046\tTotal Loss: 774.070\n\n 64%|######4 | 160/250 [01:37<00:52, 1.72it/s]\nCLIP Loss: 759.575\tRange Loss: 0.000\tTV Loss: 12.556\tTotal Loss: 772.131\n\n 64%|######4 | 161/250 [01:38<00:59, 1.51it/s]\nCLIP Loss: 763.516\tRange Loss: 0.000\tTV Loss: 12.953\tTotal Loss: 776.469\n\n 65%|######4 | 162/250 [01:39<00:55, 1.59it/s]\nCLIP Loss: 757.244\tRange Loss: 0.000\tTV Loss: 13.572\tTotal Loss: 770.816\n\n 65%|######5 | 163/250 [01:39<00:52, 1.64it/s]\nCLIP Loss: 763.021\tRange Loss: 0.000\tTV Loss: 14.150\tTotal Loss: 777.171\n\n 66%|######5 | 164/250 [01:40<00:51, 1.68it/s]\nCLIP Loss: 759.081\tRange Loss: 0.000\tTV Loss: 14.819\tTotal Loss: 773.900\n\n 66%|######6 | 165/250 [01:40<00:49, 1.71it/s]\nCLIP Loss: 761.430\tRange Loss: 0.000\tTV Loss: 15.621\tTotal Loss: 777.051\n\n 66%|######6 | 166/250 [01:41<00:54, 1.54it/s]\nCLIP Loss: 762.256\tRange Loss: 0.000\tTV Loss: 16.199\tTotal Loss: 778.454\n\n 67%|######6 | 167/250 [01:42<00:51, 1.61it/s]\nCLIP Loss: 762.602\tRange Loss: 0.000\tTV Loss: 16.996\tTotal Loss: 779.597\n\n 67%|######7 | 168/250 [01:42<00:49, 1.66it/s]\nCLIP Loss: 764.984\tRange Loss: 0.000\tTV Loss: 17.689\tTotal Loss: 782.672\n\n 68%|######7 | 169/250 [01:43<00:47, 1.70it/s]\nCLIP Loss: 762.594\tRange Loss: 0.000\tTV Loss: 18.344\tTotal Loss: 780.938\n\n 68%|######8 | 170/250 [01:43<00:46, 1.72it/s]\nCLIP Loss: 761.467\tRange Loss: 0.000\tTV Loss: 19.073\tTotal Loss: 780.540\n\n 68%|######8 | 171/250 [01:44<00:51, 1.53it/s]\nCLIP Loss: 761.712\tRange Loss: 0.000\tTV Loss: 19.992\tTotal Loss: 781.704\n\n 69%|######8 | 172/250 [01:45<00:48, 1.61it/s]\nCLIP Loss: 762.001\tRange Loss: 0.000\tTV Loss: 20.666\tTotal Loss: 782.667\n\n 69%|######9 | 173/250 [01:45<00:46, 1.66it/s]\nCLIP Loss: 760.510\tRange Loss: 0.000\tTV Loss: 21.366\tTotal Loss: 781.876\n\n 70%|######9 | 174/250 [01:46<00:45, 1.69it/s]\nCLIP Loss: 761.247\tRange Loss: 0.000\tTV Loss: 22.209\tTotal Loss: 783.456\n\n 70%|####### | 175/250 [01:46<00:43, 1.72it/s]\nCLIP Loss: 760.438\tRange Loss: 0.000\tTV Loss: 22.825\tTotal Loss: 783.263\n\n 70%|####### | 176/250 [01:47<00:48, 1.52it/s]\nCLIP Loss: 761.223\tRange Loss: 0.000\tTV Loss: 23.699\tTotal Loss: 784.922\n\n 71%|####### | 177/250 [01:48<00:46, 1.58it/s]\nCLIP Loss: 760.774\tRange Loss: 0.000\tTV Loss: 24.684\tTotal Loss: 785.458\n\n 71%|#######1 | 178/250 [01:48<00:43, 1.64it/s]\nCLIP Loss: 761.059\tRange Loss: 0.000\tTV Loss: 25.404\tTotal Loss: 786.464\n\n 72%|#######1 | 179/250 [01:49<00:42, 1.68it/s]\nCLIP Loss: 762.673\tRange Loss: 0.000\tTV Loss: 26.235\tTotal Loss: 788.908\n\n 72%|#######2 | 180/250 [01:50<00:40, 1.71it/s]\nCLIP Loss: 764.219\tRange Loss: 0.000\tTV Loss: 27.196\tTotal Loss: 791.415\n\n 72%|#######2 | 181/250 [01:50<00:45, 1.52it/s]\nCLIP Loss: 762.252\tRange Loss: 0.000\tTV Loss: 27.966\tTotal Loss: 790.218\n\n 73%|#######2 | 182/250 [01:51<00:42, 1.60it/s]\nCLIP Loss: 762.681\tRange Loss: 0.000\tTV Loss: 28.876\tTotal Loss: 791.557\n\n 73%|#######3 | 183/250 [01:51<00:40, 1.65it/s]\nCLIP Loss: 761.118\tRange Loss: 0.000\tTV Loss: 29.609\tTotal Loss: 790.726\n\n 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s]\nCLIP Loss: 760.327\tRange Loss: 0.000\tTV Loss: 30.329\tTotal Loss: 790.656\n\n 74%|#######4 | 185/250 [01:53<00:37, 1.73it/s]\nCLIP Loss: 760.817\tRange Loss: 0.000\tTV Loss: 31.178\tTotal Loss: 791.994\n\n 74%|#######4 | 186/250 [01:53<00:41, 1.55it/s]\nCLIP Loss: 762.993\tRange Loss: 0.000\tTV Loss: 32.199\tTotal Loss: 795.192\n\n 75%|#######4 | 187/250 [01:54<00:38, 1.62it/s]\nCLIP Loss: 762.006\tRange Loss: 0.000\tTV Loss: 32.963\tTotal Loss: 794.969\n\n 75%|#######5 | 188/250 [01:55<00:37, 1.67it/s]\nCLIP Loss: 760.247\tRange Loss: 0.000\tTV Loss: 33.874\tTotal Loss: 794.121\n\n 76%|#######5 | 189/250 [01:55<00:35, 1.71it/s]\nCLIP Loss: 761.598\tRange Loss: 0.000\tTV Loss: 34.657\tTotal Loss: 796.255\n\n 76%|#######6 | 190/250 [01:56<00:34, 1.73it/s]\nCLIP Loss: 761.869\tRange Loss: 0.000\tTV Loss: 35.378\tTotal Loss: 797.247\n\n 76%|#######6 | 191/250 [01:56<00:38, 1.54it/s]\nCLIP Loss: 762.457\tRange Loss: 0.000\tTV Loss: 36.295\tTotal Loss: 798.751\n\n 77%|#######6 | 192/250 [01:57<00:36, 1.61it/s]\nCLIP Loss: 758.605\tRange Loss: 0.000\tTV Loss: 37.125\tTotal Loss: 795.729\n\n 77%|#######7 | 193/250 [01:58<00:34, 1.66it/s]\nCLIP Loss: 759.805\tRange Loss: 0.000\tTV Loss: 37.974\tTotal Loss: 797.779\n\n 78%|#######7 | 194/250 [01:58<00:32, 1.70it/s]\nCLIP Loss: 761.306\tRange Loss: 0.000\tTV Loss: 38.742\tTotal Loss: 800.048\n\n 78%|#######8 | 195/250 [01:59<00:32, 1.72it/s]\nCLIP Loss: 757.721\tRange Loss: 0.000\tTV Loss: 39.500\tTotal Loss: 797.222\n\n 78%|#######8 | 196/250 [02:00<00:35, 1.51it/s]\nCLIP Loss: 760.108\tRange Loss: 0.000\tTV Loss: 40.191\tTotal Loss: 800.298\n\n 79%|#######8 | 197/250 [02:00<00:33, 1.58it/s]\nCLIP Loss: 759.269\tRange Loss: 0.000\tTV Loss: 40.877\tTotal Loss: 800.145\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.64it/s]\nCLIP Loss: 755.544\tRange Loss: 0.000\tTV Loss: 41.528\tTotal Loss: 797.073\n\n 80%|#######9 | 199/250 [02:01<00:30, 1.67it/s]\nCLIP Loss: 757.560\tRange Loss: 0.000\tTV Loss: 42.055\tTotal Loss: 799.616\n\n 80%|######## | 200/250 [02:02<00:29, 1.70it/s]\nCLIP Loss: 757.253\tRange Loss: 0.000\tTV Loss: 42.368\tTotal Loss: 799.620\n\n 80%|######## | 201/250 [02:03<00:32, 1.52it/s]\nCLIP Loss: 758.923\tRange Loss: 0.000\tTV Loss: 42.839\tTotal Loss: 801.763\n\n 81%|######## | 202/250 [02:03<00:30, 1.60it/s]\nCLIP Loss: 757.906\tRange Loss: 0.000\tTV Loss: 43.286\tTotal Loss: 801.192\n\n 81%|########1 | 203/250 [02:04<00:28, 1.65it/s]\nCLIP Loss: 757.812\tRange Loss: 0.000\tTV Loss: 43.669\tTotal Loss: 801.482\n\n 82%|########1 | 204/250 [02:04<00:27, 1.70it/s]\nCLIP Loss: 755.807\tRange Loss: 0.000\tTV Loss: 43.901\tTotal Loss: 799.708\n\n 82%|########2 | 205/250 [02:05<00:26, 1.73it/s]\nCLIP Loss: 756.671\tRange Loss: 0.000\tTV Loss: 44.130\tTotal Loss: 800.801\n\n 82%|########2 | 206/250 [02:06<00:28, 1.55it/s]\nCLIP Loss: 758.948\tRange Loss: 0.000\tTV Loss: 44.220\tTotal Loss: 803.168\n\n 83%|########2 | 207/250 [02:06<00:26, 1.63it/s]\nCLIP Loss: 755.170\tRange Loss: 0.000\tTV Loss: 44.245\tTotal Loss: 799.415\n\n 83%|########3 | 208/250 [02:07<00:25, 1.65it/s]\nCLIP Loss: 755.988\tRange Loss: 0.000\tTV Loss: 44.396\tTotal Loss: 800.384\n\n 84%|########3 | 209/250 [02:07<00:24, 1.69it/s]\nCLIP Loss: 757.193\tRange Loss: 0.000\tTV Loss: 44.379\tTotal Loss: 801.571\n\n 84%|########4 | 210/250 [02:08<00:23, 1.72it/s]\nCLIP Loss: 756.211\tRange Loss: 0.000\tTV Loss: 44.452\tTotal Loss: 800.663\n\n 84%|########4 | 211/250 [02:09<00:25, 1.54it/s]\nCLIP Loss: 758.856\tRange Loss: 0.000\tTV Loss: 44.345\tTotal Loss: 803.201\n\n 85%|########4 | 212/250 [02:09<00:23, 1.61it/s]\nCLIP Loss: 754.270\tRange Loss: 0.000\tTV Loss: 44.183\tTotal Loss: 798.453\n\n 85%|########5 | 213/250 [02:10<00:22, 1.66it/s]\nCLIP Loss: 755.543\tRange Loss: 0.000\tTV Loss: 43.994\tTotal Loss: 799.537\n\n 86%|########5 | 214/250 [02:10<00:21, 1.70it/s]\nCLIP Loss: 752.096\tRange Loss: 0.000\tTV Loss: 43.813\tTotal Loss: 795.909\n\n 86%|########6 | 215/250 [02:11<00:20, 1.72it/s]\nCLIP Loss: 754.451\tRange Loss: 0.000\tTV Loss: 43.398\tTotal Loss: 797.848\n\n 86%|########6 | 216/250 [02:12<00:21, 1.55it/s]\nCLIP Loss: 754.926\tRange Loss: 0.000\tTV Loss: 42.934\tTotal Loss: 797.860\n\n 87%|########6 | 217/250 [02:12<00:20, 1.62it/s]\nCLIP Loss: 753.517\tRange Loss: 0.000\tTV Loss: 42.444\tTotal Loss: 795.962\n\n 87%|########7 | 218/250 [02:13<00:19, 1.65it/s]\nCLIP Loss: 751.070\tRange Loss: 0.000\tTV Loss: 41.808\tTotal Loss: 792.878\n\n 88%|########7 | 219/250 [02:13<00:18, 1.69it/s]\nCLIP Loss: 752.815\tRange Loss: 0.000\tTV Loss: 41.233\tTotal Loss: 794.049\n\n 88%|########8 | 220/250 [02:14<00:17, 1.72it/s]\nCLIP Loss: 753.618\tRange Loss: 0.000\tTV Loss: 40.662\tTotal Loss: 794.279\n\n 88%|########8 | 221/250 [02:15<00:18, 1.55it/s]\nCLIP Loss: 750.026\tRange Loss: 0.000\tTV Loss: 39.855\tTotal Loss: 789.881\n\n 89%|########8 | 222/250 [02:15<00:17, 1.62it/s]\nCLIP Loss: 755.647\tRange Loss: 0.000\tTV Loss: 39.056\tTotal Loss: 794.703\n\n 89%|########9 | 223/250 [02:16<00:16, 1.67it/s]\nCLIP Loss: 751.759\tRange Loss: 0.000\tTV Loss: 38.210\tTotal Loss: 789.969\n\n 90%|########9 | 224/250 [02:16<00:15, 1.71it/s]\nCLIP Loss: 752.733\tRange Loss: 0.000\tTV Loss: 37.269\tTotal Loss: 790.003\n\n 90%|######### | 225/250 [02:17<00:14, 1.74it/s]\nCLIP Loss: 753.089\tRange Loss: 0.000\tTV Loss: 36.250\tTotal Loss: 789.340\n\n 90%|######### | 226/250 [02:18<00:15, 1.56it/s]\nCLIP Loss: 750.375\tRange Loss: 0.000\tTV Loss: 35.170\tTotal Loss: 785.544\n\n 91%|######### | 227/250 [02:18<00:14, 1.63it/s]\nCLIP Loss: 748.925\tRange Loss: 0.000\tTV Loss: 34.094\tTotal Loss: 783.019\n\n 91%|#########1| 228/250 [02:19<00:13, 1.67it/s]\nCLIP Loss: 751.910\tRange Loss: 0.000\tTV Loss: 32.907\tTotal Loss: 784.817\n\n 92%|#########1| 229/250 [02:19<00:12, 1.70it/s]\nCLIP Loss: 751.606\tRange Loss: 0.000\tTV Loss: 31.599\tTotal Loss: 783.205\n\n 92%|#########2| 230/250 [02:20<00:11, 1.73it/s]\nCLIP Loss: 750.490\tRange Loss: 0.000\tTV Loss: 30.352\tTotal Loss: 780.842\n\n 92%|#########2| 231/250 [02:21<00:12, 1.55it/s]\nCLIP Loss: 751.510\tRange Loss: 0.000\tTV Loss: 29.045\tTotal Loss: 780.556\n\n 93%|#########2| 232/250 [02:21<00:11, 1.63it/s]\nCLIP Loss: 751.369\tRange Loss: 0.000\tTV Loss: 27.722\tTotal Loss: 779.091\n\n 93%|#########3| 233/250 [02:22<00:10, 1.67it/s]\nCLIP Loss: 753.066\tRange Loss: 0.000\tTV Loss: 26.372\tTotal Loss: 779.438\n\n 94%|#########3| 234/250 [02:22<00:09, 1.71it/s]\nCLIP Loss: 752.355\tRange Loss: 0.000\tTV Loss: 24.994\tTotal Loss: 777.350\n\n 94%|#########3| 235/250 [02:23<00:08, 1.74it/s]\nCLIP Loss: 753.654\tRange Loss: 0.000\tTV Loss: 23.616\tTotal Loss: 777.270\n\n 94%|#########4| 236/250 [02:24<00:08, 1.56it/s]\nCLIP Loss: 757.848\tRange Loss: 0.000\tTV Loss: 22.200\tTotal Loss: 780.048\n\n 95%|#########4| 237/250 [02:24<00:08, 1.62it/s]\nCLIP Loss: 758.684\tRange Loss: 0.000\tTV Loss: 20.835\tTotal Loss: 779.519\n\n 95%|#########5| 238/250 [02:25<00:07, 1.66it/s]\nCLIP Loss: 758.469\tRange Loss: 0.000\tTV Loss: 19.488\tTotal Loss: 777.957\n\n 96%|#########5| 239/250 [02:25<00:06, 1.71it/s]\nCLIP Loss: 759.335\tRange Loss: 0.000\tTV Loss: 18.210\tTotal Loss: 777.545\n\n 96%|#########6| 240/250 [02:26<00:05, 1.74it/s]\nCLIP Loss: 757.531\tRange Loss: 0.000\tTV Loss: 16.931\tTotal Loss: 774.461\n\n 96%|#########6| 241/250 [02:27<00:05, 1.55it/s]\nCLIP Loss: 757.940\tRange Loss: 0.000\tTV Loss: 15.720\tTotal Loss: 773.660\n\n 97%|#########6| 242/250 [02:27<00:04, 1.62it/s]\nCLIP Loss: 759.076\tRange Loss: 0.000\tTV Loss: 14.572\tTotal Loss: 773.648\n\n 97%|#########7| 243/250 [02:28<00:04, 1.66it/s]\nCLIP Loss: 759.098\tRange Loss: 0.000\tTV Loss: 13.468\tTotal Loss: 772.567\n\n 98%|#########7| 244/250 [02:28<00:03, 1.71it/s]\nCLIP Loss: 757.060\tRange Loss: 0.000\tTV Loss: 12.492\tTotal Loss: 769.552\n\n 98%|#########8| 245/250 [02:29<00:02, 1.73it/s]\nCLIP Loss: 758.707\tRange Loss: 0.000\tTV Loss: 11.576\tTotal Loss: 770.283\n\n 98%|#########8| 246/250 [02:30<00:02, 1.52it/s]\nCLIP Loss: 759.625\tRange Loss: 0.000\tTV Loss: 10.772\tTotal Loss: 770.397\n\n 99%|#########8| 247/250 [02:30<00:01, 1.60it/s]\nCLIP Loss: 760.438\tRange Loss: 0.000\tTV Loss: 10.097\tTotal Loss: 770.535\n\n 99%|#########9| 248/250 [02:31<00:01, 1.66it/s]\nCLIP Loss: 761.733\tRange Loss: 0.000\tTV Loss: 9.563\tTotal Loss: 771.296\n\n100%|#########9| 249/250 [02:32<00:00, 1.71it/s]\nCLIP Loss: 759.576\tRange Loss: 0.000\tTV Loss: 9.157\tTotal Loss: 768.734\n\n100%|##########| 250/250 [02:32<00:00, 1.57it/s]\n\n100%|##########| 250/250 [02:32<00:00, 1.64it/s]", "metrics": { "total_time": 154.075582 }, "output": [ { "file": "https://replicate.delivery/mgxm/e2a8302a-d899-411e-ba19-208016655a64/0000.png" }, { "file": "https://replicate.delivery/mgxm/ad97a766-1574-473c-9217-a68af8dee702/0005.png" }, { "file": "https://replicate.delivery/mgxm/6ade74d3-d98a-4b9a-90ee-50c42b96acc2/0010.png" }, { "file": "https://replicate.delivery/mgxm/2e602a5b-04d0-44dc-969c-01a71dd90ad5/0015.png" }, { "file": "https://replicate.delivery/mgxm/bd9b7a3d-4e26-4bd0-bed2-943cc2f88c71/0020.png" }, { "file": "https://replicate.delivery/mgxm/cb98a980-ac31-44a7-937c-9dceab25839f/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 926.603 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 934.683 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:39, 1.56it/s] CLIP Loss: 893.377 Range Loss: 0.002 TV Loss: 5.740 Total Loss: 899.119 1%| | 2/250 [00:01<02:24, 1.71it/s] CLIP Loss: 894.320 Range Loss: 0.003 TV Loss: 5.496 Total Loss: 899.819 1%|1 | 3/250 [00:01<02:20, 1.76it/s] CLIP Loss: 895.115 Range Loss: 0.005 TV Loss: 5.858 Total Loss: 900.979 2%|1 | 4/250 [00:02<02:17, 1.78it/s] CLIP Loss: 895.181 Range Loss: 0.001 TV Loss: 4.320 Total Loss: 899.502 2%|2 | 5/250 [00:02<02:16, 1.80it/s] CLIP Loss: 886.410 Range Loss: 0.001 TV Loss: 3.922 Total Loss: 890.333 2%|2 | 6/250 [00:03<02:30, 1.62it/s] CLIP Loss: 884.848 Range Loss: 0.000 TV Loss: 3.494 Total Loss: 888.342 3%|2 | 7/250 [00:04<02:23, 1.69it/s] CLIP Loss: 887.181 Range Loss: 0.000 TV Loss: 2.982 Total Loss: 890.164 3%|3 | 8/250 [00:04<02:23, 1.69it/s] CLIP Loss: 882.602 Range Loss: 0.001 TV Loss: 3.192 Total Loss: 885.794 4%|3 | 9/250 [00:05<02:20, 1.71it/s] CLIP Loss: 882.521 Range Loss: 0.001 TV Loss: 2.499 Total Loss: 885.020 4%|4 | 10/250 [00:05<02:17, 1.75it/s] CLIP Loss: 875.180 Range Loss: 0.000 TV Loss: 2.769 Total Loss: 877.949 4%|4 | 11/250 [00:06<02:27, 1.62it/s] CLIP Loss: 878.699 Range Loss: 0.000 TV Loss: 2.366 Total Loss: 881.065 5%|4 | 12/250 [00:07<02:22, 1.67it/s] CLIP Loss: 881.945 Range Loss: 0.000 TV Loss: 2.494 Total Loss: 884.440 5%|5 | 13/250 [00:07<02:19, 1.70it/s] CLIP Loss: 877.973 Range Loss: 0.000 TV Loss: 2.287 Total Loss: 880.260 6%|5 | 14/250 [00:08<02:17, 1.72it/s] CLIP Loss: 870.385 Range Loss: 0.000 TV Loss: 1.910 Total Loss: 872.296 6%|6 | 15/250 [00:08<02:15, 1.74it/s] CLIP Loss: 871.432 Range Loss: 0.000 TV Loss: 2.967 Total Loss: 874.399 6%|6 | 16/250 [00:09<02:31, 1.55it/s] CLIP Loss: 870.230 Range Loss: 0.000 TV Loss: 2.106 Total Loss: 872.336 7%|6 | 17/250 [00:10<02:23, 1.62it/s] CLIP Loss: 866.530 Range Loss: 0.000 TV Loss: 2.465 Total Loss: 868.995 7%|7 | 18/250 [00:10<02:19, 1.67it/s] CLIP Loss: 868.397 Range Loss: 0.000 TV Loss: 2.005 Total Loss: 870.402 8%|7 | 19/250 [00:11<02:15, 1.70it/s] CLIP Loss: 865.710 Range Loss: 0.000 TV Loss: 2.100 Total Loss: 867.810 8%|8 | 20/250 [00:11<02:13, 1.73it/s] CLIP Loss: 860.410 Range Loss: 0.000 TV Loss: 1.836 Total Loss: 862.246 8%|8 | 21/250 [00:12<02:24, 1.59it/s] CLIP Loss: 865.783 Range Loss: 0.000 TV Loss: 1.507 Total Loss: 867.291 9%|8 | 22/250 [00:13<02:18, 1.65it/s] CLIP Loss: 859.755 Range Loss: 0.000 TV Loss: 1.740 Total Loss: 861.495 9%|9 | 23/250 [00:13<02:14, 1.69it/s] CLIP Loss: 860.004 Range Loss: 0.001 TV Loss: 1.972 Total Loss: 861.977 10%|9 | 24/250 [00:14<02:12, 1.71it/s] CLIP Loss: 864.382 Range Loss: 0.000 TV Loss: 2.041 Total Loss: 866.423 10%|# | 25/250 [00:14<02:10, 1.72it/s] CLIP Loss: 861.515 Range Loss: 0.000 TV Loss: 1.749 Total Loss: 863.263 10%|# | 26/250 [00:15<02:23, 1.56it/s] CLIP Loss: 847.471 Range Loss: 0.000 TV Loss: 1.453 Total Loss: 848.924 11%|# | 27/250 [00:16<02:17, 1.63it/s] CLIP Loss: 840.374 Range Loss: 0.000 TV Loss: 1.036 Total Loss: 841.411 11%|#1 | 28/250 [00:16<02:12, 1.67it/s] CLIP Loss: 836.783 Range Loss: 0.000 TV Loss: 1.264 Total Loss: 838.047 12%|#1 | 29/250 [00:17<02:09, 1.71it/s] CLIP Loss: 833.793 Range Loss: 0.000 TV Loss: 1.092 Total Loss: 834.885 12%|#2 | 30/250 [00:17<02:07, 1.73it/s] CLIP Loss: 852.677 Range Loss: 0.000 TV Loss: 0.931 Total Loss: 853.608 12%|#2 | 31/250 [00:18<02:17, 1.59it/s] CLIP Loss: 846.005 Range Loss: 0.000 TV Loss: 0.920 Total Loss: 846.926 13%|#2 | 32/250 [00:19<02:13, 1.63it/s] CLIP Loss: 843.959 Range Loss: 0.000 TV Loss: 1.017 Total Loss: 844.977 13%|#3 | 33/250 [00:19<02:09, 1.67it/s] CLIP Loss: 832.815 Range Loss: 0.000 TV Loss: 0.759 Total Loss: 833.574 14%|#3 | 34/250 [00:20<02:07, 1.69it/s] CLIP Loss: 834.473 Range Loss: 0.000 TV Loss: 0.949 Total Loss: 835.422 14%|#4 | 35/250 [00:20<02:05, 1.71it/s] CLIP Loss: 834.459 Range Loss: 0.000 TV Loss: 0.610 Total Loss: 835.069 14%|#4 | 36/250 [00:21<02:15, 1.58it/s] CLIP Loss: 822.201 Range Loss: 0.000 TV Loss: 0.806 Total Loss: 823.007 15%|#4 | 37/250 [00:22<02:10, 1.63it/s] CLIP Loss: 825.983 Range Loss: 0.000 TV Loss: 0.690 Total Loss: 826.673 15%|#5 | 38/250 [00:22<02:07, 1.66it/s] CLIP Loss: 815.835 Range Loss: 0.000 TV Loss: 0.449 Total Loss: 816.284 16%|#5 | 39/250 [00:23<02:04, 1.69it/s] CLIP Loss: 823.689 Range Loss: 0.000 TV Loss: 0.407 Total Loss: 824.097 16%|#6 | 40/250 [00:23<02:02, 1.72it/s] CLIP Loss: 808.610 Range Loss: 0.000 TV Loss: 0.428 Total Loss: 809.038 16%|#6 | 41/250 [00:24<02:15, 1.54it/s] CLIP Loss: 801.941 Range Loss: 0.000 TV Loss: 0.386 Total Loss: 802.327 17%|#6 | 42/250 [00:25<02:09, 1.61it/s] CLIP Loss: 817.863 Range Loss: 0.000 TV Loss: 0.393 Total Loss: 818.255 17%|#7 | 43/250 [00:25<02:05, 1.65it/s] CLIP Loss: 817.203 Range Loss: 0.000 TV Loss: 0.414 Total Loss: 817.617 18%|#7 | 44/250 [00:26<02:02, 1.68it/s] CLIP Loss: 822.052 Range Loss: 0.000 TV Loss: 0.360 Total Loss: 822.412 18%|#8 | 45/250 [00:26<02:00, 1.70it/s] CLIP Loss: 802.491 Range Loss: 0.000 TV Loss: 0.477 Total Loss: 802.968 18%|#8 | 46/250 [00:27<02:12, 1.54it/s] CLIP Loss: 806.663 Range Loss: 0.000 TV Loss: 0.341 Total Loss: 807.003 19%|#8 | 47/250 [00:28<02:07, 1.59it/s] CLIP Loss: 803.453 Range Loss: 0.000 TV Loss: 0.312 Total Loss: 803.765 19%|#9 | 48/250 [00:28<02:03, 1.64it/s] CLIP Loss: 800.632 Range Loss: 0.000 TV Loss: 0.353 Total Loss: 800.985 20%|#9 | 49/250 [00:29<02:00, 1.67it/s] CLIP Loss: 809.013 Range Loss: 0.000 TV Loss: 0.346 Total Loss: 809.359 20%|## | 50/250 [00:30<01:57, 1.70it/s] CLIP Loss: 829.081 Range Loss: 0.000 TV Loss: 0.277 Total Loss: 829.358 20%|## | 51/250 [00:30<02:09, 1.54it/s] CLIP Loss: 822.090 Range Loss: 0.000 TV Loss: 0.293 Total Loss: 822.384 21%|## | 52/250 [00:31<02:03, 1.61it/s] CLIP Loss: 816.194 Range Loss: 0.000 TV Loss: 0.260 Total Loss: 816.454 21%|##1 | 53/250 [00:31<01:59, 1.65it/s] CLIP Loss: 820.387 Range Loss: 0.000 TV Loss: 0.192 Total Loss: 820.579 22%|##1 | 54/250 [00:32<01:56, 1.69it/s] CLIP Loss: 817.002 Range Loss: 0.000 TV Loss: 0.315 Total Loss: 817.317 22%|##2 | 55/250 [00:33<01:53, 1.71it/s] CLIP Loss: 811.569 Range Loss: 0.000 TV Loss: 0.219 Total Loss: 811.788 22%|##2 | 56/250 [00:33<02:07, 1.52it/s] CLIP Loss: 809.312 Range Loss: 0.000 TV Loss: 0.206 Total Loss: 809.517 23%|##2 | 57/250 [00:34<02:01, 1.59it/s] CLIP Loss: 804.677 Range Loss: 0.000 TV Loss: 0.186 Total Loss: 804.863 23%|##3 | 58/250 [00:35<01:57, 1.63it/s] CLIP Loss: 795.017 Range Loss: 0.000 TV Loss: 0.170 Total Loss: 795.187 24%|##3 | 59/250 [00:35<01:54, 1.67it/s] CLIP Loss: 801.842 Range Loss: 0.000 TV Loss: 0.188 Total Loss: 802.030 24%|##4 | 60/250 [00:36<01:52, 1.69it/s] CLIP Loss: 796.935 Range Loss: 0.000 TV Loss: 0.174 Total Loss: 797.110 24%|##4 | 61/250 [00:37<02:06, 1.50it/s] CLIP Loss: 799.934 Range Loss: 0.000 TV Loss: 0.140 Total Loss: 800.074 25%|##4 | 62/250 [00:37<02:00, 1.56it/s] CLIP Loss: 798.208 Range Loss: 0.000 TV Loss: 0.135 Total Loss: 798.343 25%|##5 | 63/250 [00:38<01:55, 1.62it/s] CLIP Loss: 794.210 Range Loss: 0.000 TV Loss: 0.185 Total Loss: 794.395 26%|##5 | 64/250 [00:38<01:53, 1.64it/s] CLIP Loss: 783.899 Range Loss: 0.000 TV Loss: 0.199 Total Loss: 784.098 26%|##6 | 65/250 [00:39<01:50, 1.67it/s] CLIP Loss: 794.016 Range Loss: 0.000 TV Loss: 0.220 Total Loss: 794.236 26%|##6 | 66/250 [00:40<02:03, 1.49it/s] CLIP Loss: 799.153 Range Loss: 0.000 TV Loss: 0.214 Total Loss: 799.367 27%|##6 | 67/250 [00:40<01:57, 1.56it/s] CLIP Loss: 795.440 Range Loss: 0.000 TV Loss: 0.207 Total Loss: 795.647 27%|##7 | 68/250 [00:41<01:52, 1.61it/s] CLIP Loss: 791.576 Range Loss: 0.000 TV Loss: 0.205 Total Loss: 791.781 28%|##7 | 69/250 [00:41<01:48, 1.66it/s] CLIP Loss: 786.411 Range Loss: 0.000 TV Loss: 0.217 Total Loss: 786.627 28%|##8 | 70/250 [00:42<01:46, 1.70it/s] CLIP Loss: 793.574 Range Loss: 0.000 TV Loss: 0.197 Total Loss: 793.771 28%|##8 | 71/250 [00:43<01:59, 1.50it/s] CLIP Loss: 784.593 Range Loss: 0.000 TV Loss: 0.187 Total Loss: 784.779 29%|##8 | 72/250 [00:43<01:52, 1.58it/s] CLIP Loss: 789.175 Range Loss: 0.000 TV Loss: 0.231 Total Loss: 789.406 29%|##9 | 73/250 [00:44<01:48, 1.64it/s] CLIP Loss: 785.902 Range Loss: 0.000 TV Loss: 0.240 Total Loss: 786.143 30%|##9 | 74/250 [00:44<01:44, 1.68it/s] CLIP Loss: 778.730 Range Loss: 0.000 TV Loss: 0.251 Total Loss: 778.981 30%|### | 75/250 [00:45<01:42, 1.71it/s] CLIP Loss: 785.554 Range Loss: 0.000 TV Loss: 0.257 Total Loss: 785.811 30%|### | 76/250 [00:46<01:55, 1.51it/s] CLIP Loss: 822.955 Range Loss: 0.000 TV Loss: 0.359 Total Loss: 823.314 31%|### | 77/250 [00:46<01:48, 1.59it/s] CLIP Loss: 785.197 Range Loss: 0.000 TV Loss: 0.227 Total Loss: 785.424 31%|###1 | 78/250 [00:47<01:45, 1.63it/s] CLIP Loss: 776.292 Range Loss: 0.000 TV Loss: 0.219 Total Loss: 776.511 32%|###1 | 79/250 [00:48<01:43, 1.65it/s] CLIP Loss: 772.590 Range Loss: 0.000 TV Loss: 0.266 Total Loss: 772.856 32%|###2 | 80/250 [00:48<01:40, 1.69it/s] CLIP Loss: 773.463 Range Loss: 0.000 TV Loss: 0.284 Total Loss: 773.747 32%|###2 | 81/250 [00:49<01:53, 1.49it/s] CLIP Loss: 769.297 Range Loss: 0.000 TV Loss: 0.276 Total Loss: 769.573 33%|###2 | 82/250 [00:50<01:46, 1.58it/s] CLIP Loss: 769.597 Range Loss: 0.000 TV Loss: 0.285 Total Loss: 769.882 33%|###3 | 83/250 [00:50<01:42, 1.63it/s] CLIP Loss: 775.370 Range Loss: 0.000 TV Loss: 0.249 Total Loss: 775.619 34%|###3 | 84/250 [00:51<01:39, 1.67it/s] CLIP Loss: 771.919 Range Loss: 0.000 TV Loss: 0.317 Total Loss: 772.237 34%|###4 | 85/250 [00:51<01:37, 1.70it/s] CLIP Loss: 775.098 Range Loss: 0.000 TV Loss: 0.489 Total Loss: 775.587 34%|###4 | 86/250 [00:52<01:49, 1.50it/s] CLIP Loss: 770.836 Range Loss: 0.000 TV Loss: 0.424 Total Loss: 771.260 35%|###4 | 87/250 [00:53<01:42, 1.59it/s] CLIP Loss: 772.442 Range Loss: 0.000 TV Loss: 0.439 Total Loss: 772.881 35%|###5 | 88/250 [00:53<01:39, 1.63it/s] CLIP Loss: 763.256 Range Loss: 0.000 TV Loss: 0.382 Total Loss: 763.637 36%|###5 | 89/250 [00:54<01:36, 1.67it/s] CLIP Loss: 759.168 Range Loss: 0.000 TV Loss: 0.450 Total Loss: 759.618 36%|###6 | 90/250 [00:54<01:33, 1.71it/s] CLIP Loss: 754.790 Range Loss: 0.000 TV Loss: 0.501 Total Loss: 755.291 36%|###6 | 91/250 [00:55<01:47, 1.48it/s] CLIP Loss: 786.839 Range Loss: 0.000 TV Loss: 0.435 Total Loss: 787.274 37%|###6 | 92/250 [00:56<01:41, 1.55it/s] CLIP Loss: 771.500 Range Loss: 0.000 TV Loss: 0.407 Total Loss: 771.907 37%|###7 | 93/250 [00:56<01:37, 1.62it/s] CLIP Loss: 763.556 Range Loss: 0.000 TV Loss: 0.380 Total Loss: 763.936 38%|###7 | 94/250 [00:57<01:33, 1.66it/s] CLIP Loss: 765.239 Range Loss: 0.000 TV Loss: 0.425 Total Loss: 765.664 38%|###8 | 95/250 [00:57<01:30, 1.70it/s] CLIP Loss: 765.277 Range Loss: 0.000 TV Loss: 0.481 Total Loss: 765.757 38%|###8 | 96/250 [00:58<01:42, 1.51it/s] CLIP Loss: 762.818 Range Loss: 0.000 TV Loss: 0.577 Total Loss: 763.396 39%|###8 | 97/250 [00:59<01:37, 1.57it/s] CLIP Loss: 762.190 Range Loss: 0.000 TV Loss: 0.624 Total Loss: 762.813 39%|###9 | 98/250 [00:59<01:33, 1.63it/s] CLIP Loss: 757.478 Range Loss: 0.000 TV Loss: 0.535 Total Loss: 758.013 40%|###9 | 99/250 [01:00<01:30, 1.68it/s] CLIP Loss: 756.670 Range Loss: 0.000 TV Loss: 0.703 Total Loss: 757.373 40%|#### | 100/250 [01:01<01:28, 1.70it/s] CLIP Loss: 755.567 Range Loss: 0.000 TV Loss: 0.647 Total Loss: 756.214 40%|#### | 101/250 [01:01<01:39, 1.50it/s] CLIP Loss: 753.151 Range Loss: 0.000 TV Loss: 0.717 Total Loss: 753.867 41%|#### | 102/250 [01:02<01:33, 1.58it/s] CLIP Loss: 755.767 Range Loss: 0.000 TV Loss: 0.686 Total Loss: 756.453 41%|####1 | 103/250 [01:02<01:30, 1.63it/s] CLIP Loss: 752.735 Range Loss: 0.000 TV Loss: 0.714 Total Loss: 753.449 42%|####1 | 104/250 [01:03<01:26, 1.68it/s] CLIP Loss: 745.681 Range Loss: 0.000 TV Loss: 0.709 Total Loss: 746.390 42%|####2 | 105/250 [01:04<01:24, 1.71it/s] CLIP Loss: 745.965 Range Loss: 0.000 TV Loss: 0.789 Total Loss: 746.754 42%|####2 | 106/250 [01:04<01:34, 1.52it/s] CLIP Loss: 742.867 Range Loss: 0.000 TV Loss: 0.805 Total Loss: 743.672 43%|####2 | 107/250 [01:05<01:29, 1.60it/s] CLIP Loss: 747.894 Range Loss: 0.000 TV Loss: 0.803 Total Loss: 748.698 43%|####3 | 108/250 [01:06<01:25, 1.66it/s] CLIP Loss: 746.759 Range Loss: 0.000 TV Loss: 0.847 Total Loss: 747.607 44%|####3 | 109/250 [01:06<01:23, 1.70it/s] CLIP Loss: 741.571 Range Loss: 0.000 TV Loss: 0.932 Total Loss: 742.503 44%|####4 | 110/250 [01:07<01:21, 1.72it/s] CLIP Loss: 750.177 Range Loss: 0.000 TV Loss: 0.912 Total Loss: 751.089 44%|####4 | 111/250 [01:08<01:32, 1.50it/s] CLIP Loss: 753.182 Range Loss: 0.000 TV Loss: 0.992 Total Loss: 754.174 45%|####4 | 112/250 [01:08<01:27, 1.58it/s] CLIP Loss: 754.020 Range Loss: 0.000 TV Loss: 0.975 Total Loss: 754.996 45%|####5 | 113/250 [01:09<01:23, 1.63it/s] CLIP Loss: 755.166 Range Loss: 0.000 TV Loss: 1.039 Total Loss: 756.205 46%|####5 | 114/250 [01:09<01:20, 1.69it/s] CLIP Loss: 755.344 Range Loss: 0.000 TV Loss: 1.079 Total Loss: 756.422 46%|####6 | 115/250 [01:10<01:18, 1.72it/s] CLIP Loss: 753.028 Range Loss: 0.000 TV Loss: 1.113 Total Loss: 754.141 46%|####6 | 116/250 [01:11<01:27, 1.53it/s] CLIP Loss: 752.225 Range Loss: 0.000 TV Loss: 1.175 Total Loss: 753.400 47%|####6 | 117/250 [01:11<01:22, 1.61it/s] CLIP Loss: 752.963 Range Loss: 0.000 TV Loss: 1.292 Total Loss: 754.254 47%|####7 | 118/250 [01:12<01:19, 1.66it/s] CLIP Loss: 749.651 Range Loss: 0.000 TV Loss: 1.418 Total Loss: 751.069 48%|####7 | 119/250 [01:12<01:17, 1.70it/s] CLIP Loss: 751.149 Range Loss: 0.000 TV Loss: 1.490 Total Loss: 752.638 48%|####8 | 120/250 [01:13<01:15, 1.73it/s] CLIP Loss: 750.605 Range Loss: 0.000 TV Loss: 1.582 Total Loss: 752.187 48%|####8 | 121/250 [01:14<01:26, 1.49it/s] CLIP Loss: 747.535 Range Loss: 0.000 TV Loss: 1.697 Total Loss: 749.232 49%|####8 | 122/250 [01:14<01:21, 1.57it/s] CLIP Loss: 749.672 Range Loss: 0.000 TV Loss: 1.764 Total Loss: 751.436 49%|####9 | 123/250 [01:15<01:17, 1.63it/s] CLIP Loss: 747.251 Range Loss: 0.000 TV Loss: 1.775 Total Loss: 749.026 50%|####9 | 124/250 [01:15<01:15, 1.68it/s] CLIP Loss: 748.209 Range Loss: 0.000 TV Loss: 1.975 Total Loss: 750.183 50%|##### | 125/250 [01:16<01:12, 1.72it/s] CLIP Loss: 745.540 Range Loss: 0.000 TV Loss: 2.143 Total Loss: 747.684 50%|##### | 126/250 [01:17<01:21, 1.52it/s] CLIP Loss: 746.166 Range Loss: 0.000 TV Loss: 2.338 Total Loss: 748.504 51%|##### | 127/250 [01:17<01:16, 1.60it/s] CLIP Loss: 751.107 Range Loss: 0.000 TV Loss: 2.375 Total Loss: 753.482 51%|#####1 | 128/250 [01:18<01:14, 1.65it/s] CLIP Loss: 748.873 Range Loss: 0.000 TV Loss: 2.534 Total Loss: 751.407 52%|#####1 | 129/250 [01:18<01:11, 1.69it/s] CLIP Loss: 754.838 Range Loss: 0.000 TV Loss: 2.744 Total Loss: 757.582 52%|#####2 | 130/250 [01:19<01:09, 1.73it/s] CLIP Loss: 749.328 Range Loss: 0.000 TV Loss: 2.884 Total Loss: 752.211 52%|#####2 | 131/250 [01:20<01:18, 1.51it/s] CLIP Loss: 747.621 Range Loss: 0.000 TV Loss: 3.002 Total Loss: 750.624 53%|#####2 | 132/250 [01:20<01:14, 1.59it/s] CLIP Loss: 744.730 Range Loss: 0.000 TV Loss: 3.168 Total Loss: 747.898 53%|#####3 | 133/250 [01:21<01:11, 1.64it/s] CLIP Loss: 748.229 Range Loss: 0.000 TV Loss: 3.379 Total Loss: 751.608 54%|#####3 | 134/250 [01:21<01:08, 1.68it/s] CLIP Loss: 753.237 Range Loss: 0.000 TV Loss: 3.649 Total Loss: 756.886 54%|#####4 | 135/250 [01:22<01:06, 1.72it/s] CLIP Loss: 753.406 Range Loss: 0.000 TV Loss: 3.872 Total Loss: 757.278 54%|#####4 | 136/250 [01:23<01:14, 1.53it/s] CLIP Loss: 754.699 Range Loss: 0.000 TV Loss: 4.071 Total Loss: 758.770 55%|#####4 | 137/250 [01:23<01:10, 1.60it/s] CLIP Loss: 752.716 Range Loss: 0.000 TV Loss: 4.304 Total Loss: 757.020 55%|#####5 | 138/250 [01:24<01:07, 1.65it/s] CLIP Loss: 751.717 Range Loss: 0.000 TV Loss: 4.508 Total Loss: 756.225 56%|#####5 | 139/250 [01:25<01:05, 1.69it/s] CLIP Loss: 754.951 Range Loss: 0.000 TV Loss: 4.715 Total Loss: 759.666 56%|#####6 | 140/250 [01:25<01:04, 1.71it/s] CLIP Loss: 751.112 Range Loss: 0.000 TV Loss: 4.948 Total Loss: 756.059 56%|#####6 | 141/250 [01:26<01:11, 1.52it/s] CLIP Loss: 746.632 Range Loss: 0.000 TV Loss: 5.257 Total Loss: 751.888 57%|#####6 | 142/250 [01:26<01:07, 1.60it/s] CLIP Loss: 756.235 Range Loss: 0.000 TV Loss: 5.493 Total Loss: 761.728 57%|#####7 | 143/250 [01:27<01:04, 1.65it/s] CLIP Loss: 753.942 Range Loss: 0.000 TV Loss: 5.724 Total Loss: 759.667 58%|#####7 | 144/250 [01:28<01:02, 1.70it/s] CLIP Loss: 757.052 Range Loss: 0.000 TV Loss: 5.980 Total Loss: 763.031 58%|#####8 | 145/250 [01:28<01:01, 1.72it/s] CLIP Loss: 749.434 Range Loss: 0.000 TV Loss: 6.295 Total Loss: 755.729 58%|#####8 | 146/250 [01:29<01:07, 1.53it/s] CLIP Loss: 751.661 Range Loss: 0.000 TV Loss: 6.529 Total Loss: 758.190 59%|#####8 | 147/250 [01:30<01:04, 1.61it/s] CLIP Loss: 757.294 Range Loss: 0.000 TV Loss: 6.977 Total Loss: 764.271 59%|#####9 | 148/250 [01:30<01:01, 1.65it/s] CLIP Loss: 755.592 Range Loss: 0.000 TV Loss: 7.315 Total Loss: 762.907 60%|#####9 | 149/250 [01:31<00:59, 1.70it/s] CLIP Loss: 755.783 Range Loss: 0.000 TV Loss: 7.727 Total Loss: 763.510 60%|###### | 150/250 [01:31<00:57, 1.73it/s] CLIP Loss: 755.076 Range Loss: 0.000 TV Loss: 8.158 Total Loss: 763.235 60%|###### | 151/250 [01:32<01:04, 1.53it/s] CLIP Loss: 755.420 Range Loss: 0.000 TV Loss: 8.606 Total Loss: 764.026 61%|###### | 152/250 [01:33<01:00, 1.61it/s] CLIP Loss: 757.956 Range Loss: 0.000 TV Loss: 8.863 Total Loss: 766.819 61%|######1 | 153/250 [01:33<00:58, 1.66it/s] CLIP Loss: 752.289 Range Loss: 0.000 TV Loss: 9.263 Total Loss: 761.551 62%|######1 | 154/250 [01:34<00:56, 1.69it/s] CLIP Loss: 756.126 Range Loss: 0.000 TV Loss: 9.619 Total Loss: 765.744 62%|######2 | 155/250 [01:34<00:55, 1.72it/s] CLIP Loss: 755.627 Range Loss: 0.000 TV Loss: 10.077 Total Loss: 765.704 62%|######2 | 156/250 [01:35<01:01, 1.52it/s] CLIP Loss: 752.389 Range Loss: 0.000 TV Loss: 10.461 Total Loss: 762.850 63%|######2 | 157/250 [01:36<00:58, 1.60it/s] CLIP Loss: 756.070 Range Loss: 0.000 TV Loss: 10.971 Total Loss: 767.040 63%|######3 | 158/250 [01:36<00:55, 1.65it/s] CLIP Loss: 754.880 Range Loss: 0.000 TV Loss: 11.415 Total Loss: 766.294 64%|######3 | 159/250 [01:37<00:54, 1.68it/s] CLIP Loss: 762.023 Range Loss: 0.000 TV Loss: 12.046 Total Loss: 774.070 64%|######4 | 160/250 [01:37<00:52, 1.72it/s] CLIP Loss: 759.575 Range Loss: 0.000 TV Loss: 12.556 Total Loss: 772.131 64%|######4 | 161/250 [01:38<00:59, 1.51it/s] CLIP Loss: 763.516 Range Loss: 0.000 TV Loss: 12.953 Total Loss: 776.469 65%|######4 | 162/250 [01:39<00:55, 1.59it/s] CLIP Loss: 757.244 Range Loss: 0.000 TV Loss: 13.572 Total Loss: 770.816 65%|######5 | 163/250 [01:39<00:52, 1.64it/s] CLIP Loss: 763.021 Range Loss: 0.000 TV Loss: 14.150 Total Loss: 777.171 66%|######5 | 164/250 [01:40<00:51, 1.68it/s] CLIP Loss: 759.081 Range Loss: 0.000 TV Loss: 14.819 Total Loss: 773.900 66%|######6 | 165/250 [01:40<00:49, 1.71it/s] CLIP Loss: 761.430 Range Loss: 0.000 TV Loss: 15.621 Total Loss: 777.051 66%|######6 | 166/250 [01:41<00:54, 1.54it/s] CLIP Loss: 762.256 Range Loss: 0.000 TV Loss: 16.199 Total Loss: 778.454 67%|######6 | 167/250 [01:42<00:51, 1.61it/s] CLIP Loss: 762.602 Range Loss: 0.000 TV Loss: 16.996 Total Loss: 779.597 67%|######7 | 168/250 [01:42<00:49, 1.66it/s] CLIP Loss: 764.984 Range Loss: 0.000 TV Loss: 17.689 Total Loss: 782.672 68%|######7 | 169/250 [01:43<00:47, 1.70it/s] CLIP Loss: 762.594 Range Loss: 0.000 TV Loss: 18.344 Total Loss: 780.938 68%|######8 | 170/250 [01:43<00:46, 1.72it/s] CLIP Loss: 761.467 Range Loss: 0.000 TV Loss: 19.073 Total Loss: 780.540 68%|######8 | 171/250 [01:44<00:51, 1.53it/s] CLIP Loss: 761.712 Range Loss: 0.000 TV Loss: 19.992 Total Loss: 781.704 69%|######8 | 172/250 [01:45<00:48, 1.61it/s] CLIP Loss: 762.001 Range Loss: 0.000 TV Loss: 20.666 Total Loss: 782.667 69%|######9 | 173/250 [01:45<00:46, 1.66it/s] CLIP Loss: 760.510 Range Loss: 0.000 TV Loss: 21.366 Total Loss: 781.876 70%|######9 | 174/250 [01:46<00:45, 1.69it/s] CLIP Loss: 761.247 Range Loss: 0.000 TV Loss: 22.209 Total Loss: 783.456 70%|####### | 175/250 [01:46<00:43, 1.72it/s] CLIP Loss: 760.438 Range Loss: 0.000 TV Loss: 22.825 Total Loss: 783.263 70%|####### | 176/250 [01:47<00:48, 1.52it/s] CLIP Loss: 761.223 Range Loss: 0.000 TV Loss: 23.699 Total Loss: 784.922 71%|####### | 177/250 [01:48<00:46, 1.58it/s] CLIP Loss: 760.774 Range Loss: 0.000 TV Loss: 24.684 Total Loss: 785.458 71%|#######1 | 178/250 [01:48<00:43, 1.64it/s] CLIP Loss: 761.059 Range Loss: 0.000 TV Loss: 25.404 Total Loss: 786.464 72%|#######1 | 179/250 [01:49<00:42, 1.68it/s] CLIP Loss: 762.673 Range Loss: 0.000 TV Loss: 26.235 Total Loss: 788.908 72%|#######2 | 180/250 [01:50<00:40, 1.71it/s] CLIP Loss: 764.219 Range Loss: 0.000 TV Loss: 27.196 Total Loss: 791.415 72%|#######2 | 181/250 [01:50<00:45, 1.52it/s] CLIP Loss: 762.252 Range Loss: 0.000 TV Loss: 27.966 Total Loss: 790.218 73%|#######2 | 182/250 [01:51<00:42, 1.60it/s] CLIP Loss: 762.681 Range Loss: 0.000 TV Loss: 28.876 Total Loss: 791.557 73%|#######3 | 183/250 [01:51<00:40, 1.65it/s] CLIP Loss: 761.118 Range Loss: 0.000 TV Loss: 29.609 Total Loss: 790.726 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s] CLIP Loss: 760.327 Range Loss: 0.000 TV Loss: 30.329 Total Loss: 790.656 74%|#######4 | 185/250 [01:53<00:37, 1.73it/s] CLIP Loss: 760.817 Range Loss: 0.000 TV Loss: 31.178 Total Loss: 791.994 74%|#######4 | 186/250 [01:53<00:41, 1.55it/s] CLIP Loss: 762.993 Range Loss: 0.000 TV Loss: 32.199 Total Loss: 795.192 75%|#######4 | 187/250 [01:54<00:38, 1.62it/s] CLIP Loss: 762.006 Range Loss: 0.000 TV Loss: 32.963 Total Loss: 794.969 75%|#######5 | 188/250 [01:55<00:37, 1.67it/s] CLIP Loss: 760.247 Range Loss: 0.000 TV Loss: 33.874 Total Loss: 794.121 76%|#######5 | 189/250 [01:55<00:35, 1.71it/s] CLIP Loss: 761.598 Range Loss: 0.000 TV Loss: 34.657 Total Loss: 796.255 76%|#######6 | 190/250 [01:56<00:34, 1.73it/s] CLIP Loss: 761.869 Range Loss: 0.000 TV Loss: 35.378 Total Loss: 797.247 76%|#######6 | 191/250 [01:56<00:38, 1.54it/s] CLIP Loss: 762.457 Range Loss: 0.000 TV Loss: 36.295 Total Loss: 798.751 77%|#######6 | 192/250 [01:57<00:36, 1.61it/s] CLIP Loss: 758.605 Range Loss: 0.000 TV Loss: 37.125 Total Loss: 795.729 77%|#######7 | 193/250 [01:58<00:34, 1.66it/s] CLIP Loss: 759.805 Range Loss: 0.000 TV Loss: 37.974 Total Loss: 797.779 78%|#######7 | 194/250 [01:58<00:32, 1.70it/s] CLIP Loss: 761.306 Range Loss: 0.000 TV Loss: 38.742 Total Loss: 800.048 78%|#######8 | 195/250 [01:59<00:32, 1.72it/s] CLIP Loss: 757.721 Range Loss: 0.000 TV Loss: 39.500 Total Loss: 797.222 78%|#######8 | 196/250 [02:00<00:35, 1.51it/s] CLIP Loss: 760.108 Range Loss: 0.000 TV Loss: 40.191 Total Loss: 800.298 79%|#######8 | 197/250 [02:00<00:33, 1.58it/s] CLIP Loss: 759.269 Range Loss: 0.000 TV Loss: 40.877 Total Loss: 800.145 79%|#######9 | 198/250 [02:01<00:31, 1.64it/s] CLIP Loss: 755.544 Range Loss: 0.000 TV Loss: 41.528 Total Loss: 797.073 80%|#######9 | 199/250 [02:01<00:30, 1.67it/s] CLIP Loss: 757.560 Range Loss: 0.000 TV Loss: 42.055 Total Loss: 799.616 80%|######## | 200/250 [02:02<00:29, 1.70it/s] CLIP Loss: 757.253 Range Loss: 0.000 TV Loss: 42.368 Total Loss: 799.620 80%|######## | 201/250 [02:03<00:32, 1.52it/s] CLIP Loss: 758.923 Range Loss: 0.000 TV Loss: 42.839 Total Loss: 801.763 81%|######## | 202/250 [02:03<00:30, 1.60it/s] CLIP Loss: 757.906 Range Loss: 0.000 TV Loss: 43.286 Total Loss: 801.192 81%|########1 | 203/250 [02:04<00:28, 1.65it/s] CLIP Loss: 757.812 Range Loss: 0.000 TV Loss: 43.669 Total Loss: 801.482 82%|########1 | 204/250 [02:04<00:27, 1.70it/s] CLIP Loss: 755.807 Range Loss: 0.000 TV Loss: 43.901 Total Loss: 799.708 82%|########2 | 205/250 [02:05<00:26, 1.73it/s] CLIP Loss: 756.671 Range Loss: 0.000 TV Loss: 44.130 Total Loss: 800.801 82%|########2 | 206/250 [02:06<00:28, 1.55it/s] CLIP Loss: 758.948 Range Loss: 0.000 TV Loss: 44.220 Total Loss: 803.168 83%|########2 | 207/250 [02:06<00:26, 1.63it/s] CLIP Loss: 755.170 Range Loss: 0.000 TV Loss: 44.245 Total Loss: 799.415 83%|########3 | 208/250 [02:07<00:25, 1.65it/s] CLIP Loss: 755.988 Range Loss: 0.000 TV Loss: 44.396 Total Loss: 800.384 84%|########3 | 209/250 [02:07<00:24, 1.69it/s] CLIP Loss: 757.193 Range Loss: 0.000 TV Loss: 44.379 Total Loss: 801.571 84%|########4 | 210/250 [02:08<00:23, 1.72it/s] CLIP Loss: 756.211 Range Loss: 0.000 TV Loss: 44.452 Total Loss: 800.663 84%|########4 | 211/250 [02:09<00:25, 1.54it/s] CLIP Loss: 758.856 Range Loss: 0.000 TV Loss: 44.345 Total Loss: 803.201 85%|########4 | 212/250 [02:09<00:23, 1.61it/s] CLIP Loss: 754.270 Range Loss: 0.000 TV Loss: 44.183 Total Loss: 798.453 85%|########5 | 213/250 [02:10<00:22, 1.66it/s] CLIP Loss: 755.543 Range Loss: 0.000 TV Loss: 43.994 Total Loss: 799.537 86%|########5 | 214/250 [02:10<00:21, 1.70it/s] CLIP Loss: 752.096 Range Loss: 0.000 TV Loss: 43.813 Total Loss: 795.909 86%|########6 | 215/250 [02:11<00:20, 1.72it/s] CLIP Loss: 754.451 Range Loss: 0.000 TV Loss: 43.398 Total Loss: 797.848 86%|########6 | 216/250 [02:12<00:21, 1.55it/s] CLIP Loss: 754.926 Range Loss: 0.000 TV Loss: 42.934 Total Loss: 797.860 87%|########6 | 217/250 [02:12<00:20, 1.62it/s] CLIP Loss: 753.517 Range Loss: 0.000 TV Loss: 42.444 Total Loss: 795.962 87%|########7 | 218/250 [02:13<00:19, 1.65it/s] CLIP Loss: 751.070 Range Loss: 0.000 TV Loss: 41.808 Total Loss: 792.878 88%|########7 | 219/250 [02:13<00:18, 1.69it/s] CLIP Loss: 752.815 Range Loss: 0.000 TV Loss: 41.233 Total Loss: 794.049 88%|########8 | 220/250 [02:14<00:17, 1.72it/s] CLIP Loss: 753.618 Range Loss: 0.000 TV Loss: 40.662 Total Loss: 794.279 88%|########8 | 221/250 [02:15<00:18, 1.55it/s] CLIP Loss: 750.026 Range Loss: 0.000 TV Loss: 39.855 Total Loss: 789.881 89%|########8 | 222/250 [02:15<00:17, 1.62it/s] CLIP Loss: 755.647 Range Loss: 0.000 TV Loss: 39.056 Total Loss: 794.703 89%|########9 | 223/250 [02:16<00:16, 1.67it/s] CLIP Loss: 751.759 Range Loss: 0.000 TV Loss: 38.210 Total Loss: 789.969 90%|########9 | 224/250 [02:16<00:15, 1.71it/s] CLIP Loss: 752.733 Range Loss: 0.000 TV Loss: 37.269 Total Loss: 790.003 90%|######### | 225/250 [02:17<00:14, 1.74it/s] CLIP Loss: 753.089 Range Loss: 0.000 TV Loss: 36.250 Total Loss: 789.340 90%|######### | 226/250 [02:18<00:15, 1.56it/s] CLIP Loss: 750.375 Range Loss: 0.000 TV Loss: 35.170 Total Loss: 785.544 91%|######### | 227/250 [02:18<00:14, 1.63it/s] CLIP Loss: 748.925 Range Loss: 0.000 TV Loss: 34.094 Total Loss: 783.019 91%|#########1| 228/250 [02:19<00:13, 1.67it/s] CLIP Loss: 751.910 Range Loss: 0.000 TV Loss: 32.907 Total Loss: 784.817 92%|#########1| 229/250 [02:19<00:12, 1.70it/s] CLIP Loss: 751.606 Range Loss: 0.000 TV Loss: 31.599 Total Loss: 783.205 92%|#########2| 230/250 [02:20<00:11, 1.73it/s] CLIP Loss: 750.490 Range Loss: 0.000 TV Loss: 30.352 Total Loss: 780.842 92%|#########2| 231/250 [02:21<00:12, 1.55it/s] CLIP Loss: 751.510 Range Loss: 0.000 TV Loss: 29.045 Total Loss: 780.556 93%|#########2| 232/250 [02:21<00:11, 1.63it/s] CLIP Loss: 751.369 Range Loss: 0.000 TV Loss: 27.722 Total Loss: 779.091 93%|#########3| 233/250 [02:22<00:10, 1.67it/s] CLIP Loss: 753.066 Range Loss: 0.000 TV Loss: 26.372 Total Loss: 779.438 94%|#########3| 234/250 [02:22<00:09, 1.71it/s] CLIP Loss: 752.355 Range Loss: 0.000 TV Loss: 24.994 Total Loss: 777.350 94%|#########3| 235/250 [02:23<00:08, 1.74it/s] CLIP Loss: 753.654 Range Loss: 0.000 TV Loss: 23.616 Total Loss: 777.270 94%|#########4| 236/250 [02:24<00:08, 1.56it/s] CLIP Loss: 757.848 Range Loss: 0.000 TV Loss: 22.200 Total Loss: 780.048 95%|#########4| 237/250 [02:24<00:08, 1.62it/s] CLIP Loss: 758.684 Range Loss: 0.000 TV Loss: 20.835 Total Loss: 779.519 95%|#########5| 238/250 [02:25<00:07, 1.66it/s] CLIP Loss: 758.469 Range Loss: 0.000 TV Loss: 19.488 Total Loss: 777.957 96%|#########5| 239/250 [02:25<00:06, 1.71it/s] CLIP Loss: 759.335 Range Loss: 0.000 TV Loss: 18.210 Total Loss: 777.545 96%|#########6| 240/250 [02:26<00:05, 1.74it/s] CLIP Loss: 757.531 Range Loss: 0.000 TV Loss: 16.931 Total Loss: 774.461 96%|#########6| 241/250 [02:27<00:05, 1.55it/s] CLIP Loss: 757.940 Range Loss: 0.000 TV Loss: 15.720 Total Loss: 773.660 97%|#########6| 242/250 [02:27<00:04, 1.62it/s] CLIP Loss: 759.076 Range Loss: 0.000 TV Loss: 14.572 Total Loss: 773.648 97%|#########7| 243/250 [02:28<00:04, 1.66it/s] CLIP Loss: 759.098 Range Loss: 0.000 TV Loss: 13.468 Total Loss: 772.567 98%|#########7| 244/250 [02:28<00:03, 1.71it/s] CLIP Loss: 757.060 Range Loss: 0.000 TV Loss: 12.492 Total Loss: 769.552 98%|#########8| 245/250 [02:29<00:02, 1.73it/s] CLIP Loss: 758.707 Range Loss: 0.000 TV Loss: 11.576 Total Loss: 770.283 98%|#########8| 246/250 [02:30<00:02, 1.52it/s] CLIP Loss: 759.625 Range Loss: 0.000 TV Loss: 10.772 Total Loss: 770.397 99%|#########8| 247/250 [02:30<00:01, 1.60it/s] CLIP Loss: 760.438 Range Loss: 0.000 TV Loss: 10.097 Total Loss: 770.535 99%|#########9| 248/250 [02:31<00:01, 1.66it/s] CLIP Loss: 761.733 Range Loss: 0.000 TV Loss: 9.563 Total Loss: 771.296 100%|#########9| 249/250 [02:32<00:00, 1.71it/s] CLIP Loss: 759.576 Range Loss: 0.000 TV Loss: 9.157 Total Loss: 768.734 100%|##########| 250/250 [02:32<00:00, 1.57it/s] 100%|##########| 250/250 [02:32<00:00, 1.64it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDpbyblvbpffde5myz6thsphgepiStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of the city streets of Vancouver
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a photo of the city streets of Vancouver", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of the city streets of Vancouver", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of the city streets of Vancouver", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of the city streets of Vancouver", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of the city streets of Vancouver"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of the city streets of Vancouver", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:42:32.305271Z", "created_at": "2021-10-15T14:39:56.596556Z", "data_removed": false, "error": null, "id": "pbyblvbpffde5myz6thsphgepi", "input": { "seed": "0", "prompt": "a photo of the city streets of Vancouver", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 922.236\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 930.315\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:47, 1.48it/s]\nCLIP Loss: 893.767\tRange Loss: 0.002\tTV Loss: 5.762\tTotal Loss: 899.530\n\n 1%| | 2/250 [00:01<02:28, 1.67it/s]\nCLIP Loss: 886.502\tRange Loss: 0.004\tTV Loss: 5.739\tTotal Loss: 892.245\n\n 1%|1 | 3/250 [00:01<02:22, 1.73it/s]\nCLIP Loss: 894.013\tRange Loss: 0.016\tTV Loss: 6.748\tTotal Loss: 900.777\n\n 2%|1 | 4/250 [00:02<02:19, 1.77it/s]\nCLIP Loss: 888.735\tRange Loss: 0.001\tTV Loss: 4.319\tTotal Loss: 893.055\n\n 2%|2 | 5/250 [00:02<02:17, 1.79it/s]\nCLIP Loss: 885.654\tRange Loss: 0.001\tTV Loss: 3.860\tTotal Loss: 889.515\n\n 2%|2 | 6/250 [00:03<02:30, 1.62it/s]\nCLIP Loss: 885.164\tRange Loss: 0.001\tTV Loss: 3.578\tTotal Loss: 888.742\n\n 3%|2 | 7/250 [00:04<02:24, 1.68it/s]\nCLIP Loss: 890.638\tRange Loss: 0.001\tTV Loss: 3.083\tTotal Loss: 893.722\n\n 3%|3 | 8/250 [00:04<02:23, 1.69it/s]\nCLIP Loss: 882.415\tRange Loss: 0.001\tTV Loss: 3.048\tTotal Loss: 885.464\n\n 4%|3 | 9/250 [00:05<02:19, 1.72it/s]\nCLIP Loss: 878.733\tRange Loss: 0.001\tTV Loss: 2.664\tTotal Loss: 881.398\n\n 4%|4 | 10/250 [00:05<02:16, 1.75it/s]\nCLIP Loss: 872.308\tRange Loss: 0.001\tTV Loss: 2.590\tTotal Loss: 874.899\n\n 4%|4 | 11/250 [00:06<02:29, 1.60it/s]\nCLIP Loss: 878.180\tRange Loss: 0.000\tTV Loss: 2.425\tTotal Loss: 880.605\n\n 5%|4 | 12/250 [00:07<02:23, 1.66it/s]\nCLIP Loss: 883.591\tRange Loss: 0.000\tTV Loss: 2.392\tTotal Loss: 885.983\n\n 5%|5 | 13/250 [00:07<02:19, 1.70it/s]\nCLIP Loss: 876.992\tRange Loss: 0.000\tTV Loss: 2.149\tTotal Loss: 879.141\n\n 6%|5 | 14/250 [00:08<02:16, 1.73it/s]\nCLIP Loss: 876.374\tRange Loss: 0.000\tTV Loss: 1.758\tTotal Loss: 878.132\n\n 6%|6 | 15/250 [00:08<02:14, 1.74it/s]\nCLIP Loss: 875.174\tRange Loss: 0.000\tTV Loss: 2.526\tTotal Loss: 877.701\n\n 6%|6 | 16/250 [00:09<02:25, 1.61it/s]\nCLIP Loss: 872.381\tRange Loss: 0.000\tTV Loss: 2.052\tTotal Loss: 874.434\n\n 7%|6 | 17/250 [00:10<02:19, 1.67it/s]\nCLIP Loss: 870.852\tRange Loss: 0.000\tTV Loss: 2.709\tTotal Loss: 873.562\n\n 7%|7 | 18/250 [00:10<02:16, 1.70it/s]\nCLIP Loss: 872.437\tRange Loss: 0.000\tTV Loss: 2.207\tTotal Loss: 874.644\n\n 8%|7 | 19/250 [00:11<02:13, 1.73it/s]\nCLIP Loss: 869.675\tRange Loss: 0.000\tTV Loss: 2.329\tTotal Loss: 872.005\n\n 8%|8 | 20/250 [00:11<02:11, 1.75it/s]\nCLIP Loss: 863.695\tRange Loss: 0.000\tTV Loss: 1.981\tTotal Loss: 865.677\n\n 8%|8 | 21/250 [00:12<02:22, 1.61it/s]\nCLIP Loss: 866.968\tRange Loss: 0.000\tTV Loss: 1.784\tTotal Loss: 868.753\n\n 9%|8 | 22/250 [00:13<02:16, 1.67it/s]\nCLIP Loss: 861.793\tRange Loss: 0.000\tTV Loss: 2.048\tTotal Loss: 863.841\n\n 9%|9 | 23/250 [00:13<02:14, 1.69it/s]\nCLIP Loss: 860.852\tRange Loss: 0.001\tTV Loss: 2.491\tTotal Loss: 863.343\n\n 10%|9 | 24/250 [00:14<02:11, 1.71it/s]\nCLIP Loss: 865.717\tRange Loss: 0.000\tTV Loss: 2.777\tTotal Loss: 868.494\n\n 10%|# | 25/250 [00:14<02:10, 1.72it/s]\nCLIP Loss: 864.251\tRange Loss: 0.000\tTV Loss: 2.362\tTotal Loss: 866.613\n\n 10%|# | 26/250 [00:15<02:20, 1.60it/s]\nCLIP Loss: 867.602\tRange Loss: 0.000\tTV Loss: 2.069\tTotal Loss: 869.671\n\n 11%|# | 27/250 [00:16<02:15, 1.65it/s]\nCLIP Loss: 863.069\tRange Loss: 0.000\tTV Loss: 1.424\tTotal Loss: 864.493\n\n 11%|#1 | 28/250 [00:16<02:11, 1.69it/s]\nCLIP Loss: 859.980\tRange Loss: 0.000\tTV Loss: 1.570\tTotal Loss: 861.550\n\n 12%|#1 | 29/250 [00:17<02:08, 1.72it/s]\nCLIP Loss: 864.238\tRange Loss: 0.000\tTV Loss: 1.477\tTotal Loss: 865.715\n\n 12%|#2 | 30/250 [00:17<02:06, 1.74it/s]\nCLIP Loss: 861.607\tRange Loss: 0.000\tTV Loss: 1.296\tTotal Loss: 862.903\n\n 12%|#2 | 31/250 [00:18<02:16, 1.60it/s]\nCLIP Loss: 866.443\tRange Loss: 0.000\tTV Loss: 1.384\tTotal Loss: 867.827\n\n 13%|#2 | 32/250 [00:19<02:12, 1.65it/s]\nCLIP Loss: 855.473\tRange Loss: 0.000\tTV Loss: 1.444\tTotal Loss: 856.917\n\n 13%|#3 | 33/250 [00:19<02:09, 1.68it/s]\nCLIP Loss: 865.158\tRange Loss: 0.000\tTV Loss: 1.130\tTotal Loss: 866.288\n\n 14%|#3 | 34/250 [00:20<02:06, 1.71it/s]\nCLIP Loss: 866.923\tRange Loss: 0.000\tTV Loss: 1.373\tTotal Loss: 868.297\n\n 14%|#4 | 35/250 [00:20<02:05, 1.71it/s]\nCLIP Loss: 866.089\tRange Loss: 0.000\tTV Loss: 1.027\tTotal Loss: 867.116\n\n 14%|#4 | 36/250 [00:21<02:16, 1.57it/s]\nCLIP Loss: 866.481\tRange Loss: 0.000\tTV Loss: 1.278\tTotal Loss: 867.760\n\n 15%|#4 | 37/250 [00:22<02:11, 1.62it/s]\nCLIP Loss: 862.290\tRange Loss: 0.000\tTV Loss: 1.098\tTotal Loss: 863.389\n\n 15%|#5 | 38/250 [00:22<02:09, 1.64it/s]\nCLIP Loss: 860.988\tRange Loss: 0.000\tTV Loss: 0.821\tTotal Loss: 861.809\n\n 16%|#5 | 39/250 [00:23<02:06, 1.67it/s]\nCLIP Loss: 860.876\tRange Loss: 0.000\tTV Loss: 0.633\tTotal Loss: 861.508\n\n 16%|#6 | 40/250 [00:23<02:03, 1.70it/s]\nCLIP Loss: 855.841\tRange Loss: 0.000\tTV Loss: 0.754\tTotal Loss: 856.595\n\n 16%|#6 | 41/250 [00:24<02:13, 1.56it/s]\nCLIP Loss: 854.808\tRange Loss: 0.000\tTV Loss: 0.670\tTotal Loss: 855.478\n\n 17%|#6 | 42/250 [00:25<02:08, 1.62it/s]\nCLIP Loss: 857.759\tRange Loss: 0.000\tTV Loss: 0.702\tTotal Loss: 858.461\n\n 17%|#7 | 43/250 [00:25<02:04, 1.66it/s]\nCLIP Loss: 856.821\tRange Loss: 0.000\tTV Loss: 0.666\tTotal Loss: 857.487\n\n 18%|#7 | 44/250 [00:26<02:01, 1.69it/s]\nCLIP Loss: 858.762\tRange Loss: 0.000\tTV Loss: 0.801\tTotal Loss: 859.563\n\n 18%|#8 | 45/250 [00:26<01:59, 1.71it/s]\nCLIP Loss: 850.762\tRange Loss: 0.000\tTV Loss: 0.855\tTotal Loss: 851.617\n\n 18%|#8 | 46/250 [00:27<02:11, 1.55it/s]\nCLIP Loss: 856.037\tRange Loss: 0.000\tTV Loss: 0.719\tTotal Loss: 856.755\n\n 19%|#8 | 47/250 [00:28<02:06, 1.61it/s]\nCLIP Loss: 854.444\tRange Loss: 0.000\tTV Loss: 0.730\tTotal Loss: 855.174\n\n 19%|#9 | 48/250 [00:28<02:02, 1.65it/s]\nCLIP Loss: 848.016\tRange Loss: 0.000\tTV Loss: 0.791\tTotal Loss: 848.807\n\n 20%|#9 | 49/250 [00:29<01:59, 1.68it/s]\nCLIP Loss: 853.241\tRange Loss: 0.000\tTV Loss: 0.861\tTotal Loss: 854.102\n\n 20%|## | 50/250 [00:29<01:57, 1.70it/s]\nCLIP Loss: 848.797\tRange Loss: 0.000\tTV Loss: 0.688\tTotal Loss: 849.485\n\n 20%|## | 51/250 [00:30<02:07, 1.56it/s]\nCLIP Loss: 849.031\tRange Loss: 0.000\tTV Loss: 0.832\tTotal Loss: 849.863\n\n 21%|## | 52/250 [00:31<02:02, 1.62it/s]\nCLIP Loss: 847.674\tRange Loss: 0.000\tTV Loss: 0.812\tTotal Loss: 848.486\n\n 21%|##1 | 53/250 [00:31<01:58, 1.66it/s]\nCLIP Loss: 848.109\tRange Loss: 0.000\tTV Loss: 0.568\tTotal Loss: 848.677\n\n 22%|##1 | 54/250 [00:32<01:55, 1.70it/s]\nCLIP Loss: 849.313\tRange Loss: 0.000\tTV Loss: 0.792\tTotal Loss: 850.105\n\n 22%|##2 | 55/250 [00:32<01:53, 1.71it/s]\nCLIP Loss: 840.155\tRange Loss: 0.000\tTV Loss: 0.557\tTotal Loss: 840.712\n\n 22%|##2 | 56/250 [00:33<02:06, 1.54it/s]\nCLIP Loss: 844.553\tRange Loss: 0.000\tTV Loss: 0.452\tTotal Loss: 845.005\n\n 23%|##2 | 57/250 [00:34<02:00, 1.60it/s]\nCLIP Loss: 837.914\tRange Loss: 0.000\tTV Loss: 0.452\tTotal Loss: 838.366\n\n 23%|##3 | 58/250 [00:34<01:57, 1.63it/s]\nCLIP Loss: 842.828\tRange Loss: 0.000\tTV Loss: 0.379\tTotal Loss: 843.207\n\n 24%|##3 | 59/250 [00:35<01:54, 1.66it/s]\nCLIP Loss: 832.395\tRange Loss: 0.000\tTV Loss: 0.446\tTotal Loss: 832.842\n\n 24%|##4 | 60/250 [00:36<01:53, 1.68it/s]\nCLIP Loss: 827.372\tRange Loss: 0.000\tTV Loss: 0.345\tTotal Loss: 827.717\n\n 24%|##4 | 61/250 [00:36<02:04, 1.52it/s]\nCLIP Loss: 829.479\tRange Loss: 0.000\tTV Loss: 0.375\tTotal Loss: 829.854\n\n 25%|##4 | 62/250 [00:37<01:58, 1.59it/s]\nCLIP Loss: 830.100\tRange Loss: 0.000\tTV Loss: 0.316\tTotal Loss: 830.416\n\n 25%|##5 | 63/250 [00:37<01:53, 1.64it/s]\nCLIP Loss: 819.460\tRange Loss: 0.000\tTV Loss: 0.334\tTotal Loss: 819.794\n\n 26%|##5 | 64/250 [00:38<01:51, 1.66it/s]\nCLIP Loss: 813.213\tRange Loss: 0.000\tTV Loss: 0.271\tTotal Loss: 813.484\n\n 26%|##6 | 65/250 [00:39<01:50, 1.68it/s]\nCLIP Loss: 815.851\tRange Loss: 0.000\tTV Loss: 0.284\tTotal Loss: 816.136\n\n 26%|##6 | 66/250 [00:39<02:00, 1.52it/s]\nCLIP Loss: 811.895\tRange Loss: 0.000\tTV Loss: 0.241\tTotal Loss: 812.136\n\n 27%|##6 | 67/250 [00:40<01:54, 1.59it/s]\nCLIP Loss: 811.021\tRange Loss: 0.000\tTV Loss: 0.216\tTotal Loss: 811.236\n\n 27%|##7 | 68/250 [00:41<01:50, 1.64it/s]\nCLIP Loss: 809.085\tRange Loss: 0.000\tTV Loss: 0.248\tTotal Loss: 809.333\n\n 28%|##7 | 69/250 [00:41<01:48, 1.68it/s]\nCLIP Loss: 799.460\tRange Loss: 0.000\tTV Loss: 0.224\tTotal Loss: 799.684\n\n 28%|##8 | 70/250 [00:42<01:45, 1.70it/s]\nCLIP Loss: 806.216\tRange Loss: 0.000\tTV Loss: 0.194\tTotal Loss: 806.411\n\n 28%|##8 | 71/250 [00:43<02:08, 1.40it/s]\nCLIP Loss: 797.931\tRange Loss: 0.000\tTV Loss: 0.185\tTotal Loss: 798.117\n\n 29%|##8 | 72/250 [00:43<01:58, 1.50it/s]\nCLIP Loss: 808.494\tRange Loss: 0.000\tTV Loss: 0.261\tTotal Loss: 808.755\n\n 29%|##9 | 73/250 [00:44<01:52, 1.58it/s]\nCLIP Loss: 817.079\tRange Loss: 0.000\tTV Loss: 0.219\tTotal Loss: 817.298\n\n 30%|##9 | 74/250 [00:44<01:48, 1.63it/s]\nCLIP Loss: 797.358\tRange Loss: 0.000\tTV Loss: 0.242\tTotal Loss: 797.600\n\n 30%|### | 75/250 [00:45<01:44, 1.67it/s]\nCLIP Loss: 797.760\tRange Loss: 0.000\tTV Loss: 0.289\tTotal Loss: 798.049\n\n 30%|### | 76/250 [00:46<01:57, 1.48it/s]\nCLIP Loss: 787.743\tRange Loss: 0.000\tTV Loss: 0.281\tTotal Loss: 788.025\n\n 31%|### | 77/250 [00:46<01:50, 1.57it/s]\nCLIP Loss: 791.070\tRange Loss: 0.000\tTV Loss: 0.278\tTotal Loss: 791.349\n\n 31%|###1 | 78/250 [00:47<01:46, 1.62it/s]\nCLIP Loss: 791.645\tRange Loss: 0.000\tTV Loss: 0.247\tTotal Loss: 791.892\n\n 32%|###1 | 79/250 [00:47<01:43, 1.66it/s]\nCLIP Loss: 786.150\tRange Loss: 0.000\tTV Loss: 0.313\tTotal Loss: 786.463\n\n 32%|###2 | 80/250 [00:48<01:40, 1.70it/s]\nCLIP Loss: 783.672\tRange Loss: 0.000\tTV Loss: 0.323\tTotal Loss: 783.995\n\n 32%|###2 | 81/250 [00:49<01:53, 1.49it/s]\nCLIP Loss: 777.561\tRange Loss: 0.000\tTV Loss: 0.332\tTotal Loss: 777.894\n\n 33%|###2 | 82/250 [00:49<01:47, 1.57it/s]\nCLIP Loss: 781.476\tRange Loss: 0.000\tTV Loss: 0.288\tTotal Loss: 781.764\n\n 33%|###3 | 83/250 [00:50<01:42, 1.63it/s]\nCLIP Loss: 785.754\tRange Loss: 0.000\tTV Loss: 0.401\tTotal Loss: 786.155\n\n 34%|###3 | 84/250 [00:51<01:39, 1.67it/s]\nCLIP Loss: 830.033\tRange Loss: 0.000\tTV Loss: 0.379\tTotal Loss: 830.411\n\n 34%|###4 | 85/250 [00:51<01:37, 1.69it/s]\nCLIP Loss: 794.982\tRange Loss: 0.000\tTV Loss: 0.374\tTotal Loss: 795.355\n\n 34%|###4 | 86/250 [00:52<01:51, 1.47it/s]\nCLIP Loss: 785.531\tRange Loss: 0.000\tTV Loss: 0.342\tTotal Loss: 785.873\n\n 35%|###4 | 87/250 [00:53<01:44, 1.56it/s]\nCLIP Loss: 782.550\tRange Loss: 0.000\tTV Loss: 0.445\tTotal Loss: 782.995\n\n 35%|###5 | 88/250 [00:53<01:40, 1.61it/s]\nCLIP Loss: 774.816\tRange Loss: 0.000\tTV Loss: 0.357\tTotal Loss: 775.173\n\n 36%|###5 | 89/250 [00:54<01:36, 1.66it/s]\nCLIP Loss: 770.523\tRange Loss: 0.000\tTV Loss: 0.374\tTotal Loss: 770.897\n\n 36%|###6 | 90/250 [00:54<01:33, 1.70it/s]\nCLIP Loss: 764.565\tRange Loss: 0.000\tTV Loss: 0.492\tTotal Loss: 765.057\n\n 36%|###6 | 91/250 [00:55<01:47, 1.48it/s]\nCLIP Loss: 765.289\tRange Loss: 0.000\tTV Loss: 0.537\tTotal Loss: 765.826\n\n 37%|###6 | 92/250 [00:56<01:41, 1.56it/s]\nCLIP Loss: 767.308\tRange Loss: 0.000\tTV Loss: 0.443\tTotal Loss: 767.750\n\n 37%|###7 | 93/250 [00:56<01:37, 1.62it/s]\nCLIP Loss: 762.524\tRange Loss: 0.000\tTV Loss: 0.443\tTotal Loss: 762.967\n\n 38%|###7 | 94/250 [00:57<01:34, 1.66it/s]\nCLIP Loss: 768.381\tRange Loss: 0.000\tTV Loss: 0.558\tTotal Loss: 768.938\n\n 38%|###8 | 95/250 [00:57<01:31, 1.70it/s]\nCLIP Loss: 757.013\tRange Loss: 0.000\tTV Loss: 0.592\tTotal Loss: 757.604\n\n 38%|###8 | 96/250 [00:58<01:48, 1.42it/s]\nCLIP Loss: 758.090\tRange Loss: 0.000\tTV Loss: 0.716\tTotal Loss: 758.805\n\n 39%|###8 | 97/250 [00:59<01:41, 1.50it/s]\nCLIP Loss: 763.454\tRange Loss: 0.000\tTV Loss: 0.595\tTotal Loss: 764.049\n\n 39%|###9 | 98/250 [01:00<01:36, 1.58it/s]\nCLIP Loss: 756.860\tRange Loss: 0.000\tTV Loss: 0.641\tTotal Loss: 757.501\n\n 40%|###9 | 99/250 [01:00<01:32, 1.64it/s]\nCLIP Loss: 750.243\tRange Loss: 0.000\tTV Loss: 0.715\tTotal Loss: 750.958\n\n 40%|#### | 100/250 [01:01<01:29, 1.68it/s]\nCLIP Loss: 757.655\tRange Loss: 0.000\tTV Loss: 0.794\tTotal Loss: 758.450\n\n 40%|#### | 101/250 [01:02<01:41, 1.47it/s]\nCLIP Loss: 755.725\tRange Loss: 0.000\tTV Loss: 0.939\tTotal Loss: 756.664\n\n 41%|#### | 102/250 [01:02<01:34, 1.56it/s]\nCLIP Loss: 756.706\tRange Loss: 0.000\tTV Loss: 0.896\tTotal Loss: 757.602\n\n 41%|####1 | 103/250 [01:03<01:30, 1.63it/s]\nCLIP Loss: 755.798\tRange Loss: 0.000\tTV Loss: 1.029\tTotal Loss: 756.826\n\n 42%|####1 | 104/250 [01:03<01:27, 1.68it/s]\nCLIP Loss: 756.675\tRange Loss: 0.000\tTV Loss: 1.071\tTotal Loss: 757.746\n\n 42%|####2 | 105/250 [01:04<01:24, 1.71it/s]\nCLIP Loss: 751.436\tRange Loss: 0.000\tTV Loss: 1.152\tTotal Loss: 752.587\n\n 42%|####2 | 106/250 [01:05<01:34, 1.52it/s]\nCLIP Loss: 756.231\tRange Loss: 0.000\tTV Loss: 1.074\tTotal Loss: 757.306\n\n 43%|####2 | 107/250 [01:05<01:29, 1.60it/s]\nCLIP Loss: 756.751\tRange Loss: 0.000\tTV Loss: 1.026\tTotal Loss: 757.777\n\n 43%|####3 | 108/250 [01:06<01:25, 1.66it/s]\nCLIP Loss: 759.209\tRange Loss: 0.000\tTV Loss: 1.063\tTotal Loss: 760.272\n\n 44%|####3 | 109/250 [01:06<01:22, 1.70it/s]\nCLIP Loss: 753.418\tRange Loss: 0.000\tTV Loss: 1.054\tTotal Loss: 754.472\n\n 44%|####4 | 110/250 [01:07<01:21, 1.73it/s]\nCLIP Loss: 755.602\tRange Loss: 0.000\tTV Loss: 1.109\tTotal Loss: 756.711\n\n 44%|####4 | 111/250 [01:08<01:31, 1.52it/s]\nCLIP Loss: 763.392\tRange Loss: 0.000\tTV Loss: 1.172\tTotal Loss: 764.564\n\n 45%|####4 | 112/250 [01:08<01:26, 1.59it/s]\nCLIP Loss: 761.433\tRange Loss: 0.000\tTV Loss: 1.188\tTotal Loss: 762.621\n\n 45%|####5 | 113/250 [01:09<01:23, 1.64it/s]\nCLIP Loss: 765.571\tRange Loss: 0.000\tTV Loss: 1.236\tTotal Loss: 766.806\n\n 46%|####5 | 114/250 [01:09<01:20, 1.69it/s]\nCLIP Loss: 754.399\tRange Loss: 0.000\tTV Loss: 1.445\tTotal Loss: 755.843\n\n 46%|####6 | 115/250 [01:10<01:18, 1.73it/s]\nCLIP Loss: 750.952\tRange Loss: 0.000\tTV Loss: 1.626\tTotal Loss: 752.578\n\n 46%|####6 | 116/250 [01:11<01:28, 1.51it/s]\nCLIP Loss: 751.624\tRange Loss: 0.000\tTV Loss: 1.598\tTotal Loss: 753.222\n\n 47%|####6 | 117/250 [01:11<01:23, 1.60it/s]\nCLIP Loss: 751.870\tRange Loss: 0.000\tTV Loss: 1.679\tTotal Loss: 753.549\n\n 47%|####7 | 118/250 [01:12<01:19, 1.65it/s]\nCLIP Loss: 752.358\tRange Loss: 0.000\tTV Loss: 1.868\tTotal Loss: 754.226\n\n 48%|####7 | 119/250 [01:12<01:17, 1.69it/s]\nCLIP Loss: 750.974\tRange Loss: 0.000\tTV Loss: 1.863\tTotal Loss: 752.837\n\n 48%|####8 | 120/250 [01:13<01:15, 1.72it/s]\nCLIP Loss: 750.503\tRange Loss: 0.000\tTV Loss: 1.929\tTotal Loss: 752.433\n\n 48%|####8 | 121/250 [01:14<01:26, 1.49it/s]\nCLIP Loss: 751.779\tRange Loss: 0.000\tTV Loss: 2.027\tTotal Loss: 753.805\n\n 49%|####8 | 122/250 [01:14<01:21, 1.57it/s]\nCLIP Loss: 758.563\tRange Loss: 0.000\tTV Loss: 2.212\tTotal Loss: 760.775\n\n 49%|####9 | 123/250 [01:15<01:17, 1.63it/s]\nCLIP Loss: 752.425\tRange Loss: 0.000\tTV Loss: 2.130\tTotal Loss: 754.555\n\n 50%|####9 | 124/250 [01:15<01:14, 1.68it/s]\nCLIP Loss: 747.702\tRange Loss: 0.000\tTV Loss: 2.284\tTotal Loss: 749.986\n\n 50%|##### | 125/250 [01:16<01:12, 1.71it/s]\nCLIP Loss: 746.651\tRange Loss: 0.000\tTV Loss: 2.416\tTotal Loss: 749.068\n\n 50%|##### | 126/250 [01:17<01:21, 1.52it/s]\nCLIP Loss: 741.776\tRange Loss: 0.000\tTV Loss: 2.699\tTotal Loss: 744.475\n\n 51%|##### | 127/250 [01:17<01:16, 1.60it/s]\nCLIP Loss: 752.971\tRange Loss: 0.000\tTV Loss: 2.837\tTotal Loss: 755.808\n\n 51%|#####1 | 128/250 [01:18<01:13, 1.65it/s]\nCLIP Loss: 745.554\tRange Loss: 0.000\tTV Loss: 2.978\tTotal Loss: 748.532\n\n 52%|#####1 | 129/250 [01:18<01:11, 1.70it/s]\nCLIP Loss: 753.675\tRange Loss: 0.000\tTV Loss: 3.131\tTotal Loss: 756.806\n\n 52%|#####2 | 130/250 [01:19<01:09, 1.73it/s]\nCLIP Loss: 750.349\tRange Loss: 0.000\tTV Loss: 3.371\tTotal Loss: 753.719\n\n 52%|#####2 | 131/250 [01:20<01:18, 1.51it/s]\nCLIP Loss: 747.636\tRange Loss: 0.000\tTV Loss: 3.393\tTotal Loss: 751.029\n\n 53%|#####2 | 132/250 [01:20<01:14, 1.59it/s]\nCLIP Loss: 750.545\tRange Loss: 0.000\tTV Loss: 3.375\tTotal Loss: 753.920\n\n 53%|#####3 | 133/250 [01:21<01:11, 1.64it/s]\nCLIP Loss: 754.084\tRange Loss: 0.000\tTV Loss: 3.508\tTotal Loss: 757.592\n\n 54%|#####3 | 134/250 [01:22<01:08, 1.69it/s]\nCLIP Loss: 753.884\tRange Loss: 0.000\tTV Loss: 3.803\tTotal Loss: 757.687\n\n 54%|#####4 | 135/250 [01:22<01:06, 1.72it/s]\nCLIP Loss: 766.458\tRange Loss: 0.000\tTV Loss: 4.055\tTotal Loss: 770.513\n\n 54%|#####4 | 136/250 [01:23<01:15, 1.52it/s]\nCLIP Loss: 761.661\tRange Loss: 0.000\tTV Loss: 4.189\tTotal Loss: 765.850\n\n 55%|#####4 | 137/250 [01:24<01:11, 1.59it/s]\nCLIP Loss: 756.510\tRange Loss: 0.000\tTV Loss: 4.370\tTotal Loss: 760.880\n\n 55%|#####5 | 138/250 [01:24<01:08, 1.64it/s]\nCLIP Loss: 759.400\tRange Loss: 0.000\tTV Loss: 4.663\tTotal Loss: 764.063\n\n 56%|#####5 | 139/250 [01:25<01:05, 1.69it/s]\nCLIP Loss: 761.887\tRange Loss: 0.000\tTV Loss: 4.865\tTotal Loss: 766.753\n\n 56%|#####6 | 140/250 [01:25<01:04, 1.71it/s]\nCLIP Loss: 761.202\tRange Loss: 0.000\tTV Loss: 5.143\tTotal Loss: 766.346\n\n 56%|#####6 | 141/250 [01:26<01:11, 1.51it/s]\nCLIP Loss: 763.587\tRange Loss: 0.000\tTV Loss: 5.421\tTotal Loss: 769.008\n\n 57%|#####6 | 142/250 [01:27<01:07, 1.59it/s]\nCLIP Loss: 763.315\tRange Loss: 0.000\tTV Loss: 5.652\tTotal Loss: 768.966\n\n 57%|#####7 | 143/250 [01:27<01:05, 1.64it/s]\nCLIP Loss: 755.551\tRange Loss: 0.000\tTV Loss: 5.754\tTotal Loss: 761.305\n\n 58%|#####7 | 144/250 [01:28<01:02, 1.69it/s]\nCLIP Loss: 757.355\tRange Loss: 0.000\tTV Loss: 5.942\tTotal Loss: 763.297\n\n 58%|#####8 | 145/250 [01:28<01:01, 1.71it/s]\nCLIP Loss: 754.309\tRange Loss: 0.000\tTV Loss: 6.297\tTotal Loss: 760.606\n\n 58%|#####8 | 146/250 [01:29<01:07, 1.54it/s]\nCLIP Loss: 754.680\tRange Loss: 0.000\tTV Loss: 6.549\tTotal Loss: 761.229\n\n 59%|#####8 | 147/250 [01:30<01:03, 1.61it/s]\nCLIP Loss: 763.392\tRange Loss: 0.000\tTV Loss: 6.828\tTotal Loss: 770.220\n\n 59%|#####9 | 148/250 [01:30<01:01, 1.66it/s]\nCLIP Loss: 763.310\tRange Loss: 0.000\tTV Loss: 7.079\tTotal Loss: 770.389\n\n 60%|#####9 | 149/250 [01:31<00:59, 1.70it/s]\nCLIP Loss: 764.573\tRange Loss: 0.000\tTV Loss: 7.457\tTotal Loss: 772.030\n\n 60%|###### | 150/250 [01:31<00:58, 1.72it/s]\nCLIP Loss: 759.902\tRange Loss: 0.000\tTV Loss: 7.913\tTotal Loss: 767.815\n\n 60%|###### | 151/250 [01:32<01:05, 1.51it/s]\nCLIP Loss: 766.486\tRange Loss: 0.000\tTV Loss: 8.317\tTotal Loss: 774.803\n\n 61%|###### | 152/250 [01:33<01:01, 1.59it/s]\nCLIP Loss: 769.957\tRange Loss: 0.000\tTV Loss: 8.702\tTotal Loss: 778.659\n\n 61%|######1 | 153/250 [01:33<00:58, 1.65it/s]\nCLIP Loss: 768.524\tRange Loss: 0.000\tTV Loss: 9.115\tTotal Loss: 777.639\n\n 62%|######1 | 154/250 [01:34<00:56, 1.69it/s]\nCLIP Loss: 768.425\tRange Loss: 0.000\tTV Loss: 9.437\tTotal Loss: 777.862\n\n 62%|######2 | 155/250 [01:34<00:55, 1.71it/s]\nCLIP Loss: 772.646\tRange Loss: 0.000\tTV Loss: 9.803\tTotal Loss: 782.449\n\n 62%|######2 | 156/250 [01:35<01:01, 1.52it/s]\nCLIP Loss: 768.616\tRange Loss: 0.000\tTV Loss: 10.141\tTotal Loss: 778.758\n\n 63%|######2 | 157/250 [01:36<00:58, 1.60it/s]\nCLIP Loss: 771.925\tRange Loss: 0.000\tTV Loss: 10.595\tTotal Loss: 782.519\n\n 63%|######3 | 158/250 [01:36<00:55, 1.65it/s]\nCLIP Loss: 769.228\tRange Loss: 0.000\tTV Loss: 11.138\tTotal Loss: 780.367\n\n 64%|######3 | 159/250 [01:37<00:54, 1.68it/s]\nCLIP Loss: 780.133\tRange Loss: 0.000\tTV Loss: 11.738\tTotal Loss: 791.871\n\n 64%|######4 | 160/250 [01:37<00:52, 1.70it/s]\nCLIP Loss: 772.251\tRange Loss: 0.000\tTV Loss: 12.233\tTotal Loss: 784.483\n\n 64%|######4 | 161/250 [01:38<00:58, 1.51it/s]\nCLIP Loss: 774.907\tRange Loss: 0.000\tTV Loss: 12.724\tTotal Loss: 787.630\n\n 65%|######4 | 162/250 [01:39<00:55, 1.58it/s]\nCLIP Loss: 776.349\tRange Loss: 0.000\tTV Loss: 13.363\tTotal Loss: 789.712\n\n 65%|######5 | 163/250 [01:39<00:53, 1.63it/s]\nCLIP Loss: 775.193\tRange Loss: 0.000\tTV Loss: 13.927\tTotal Loss: 789.119\n\n 66%|######5 | 164/250 [01:40<00:51, 1.67it/s]\nCLIP Loss: 777.675\tRange Loss: 0.000\tTV Loss: 14.512\tTotal Loss: 792.187\n\n 66%|######6 | 165/250 [01:41<00:50, 1.70it/s]\nCLIP Loss: 771.936\tRange Loss: 0.000\tTV Loss: 15.329\tTotal Loss: 787.265\n\n 66%|######6 | 166/250 [01:41<00:55, 1.51it/s]\nCLIP Loss: 776.124\tRange Loss: 0.000\tTV Loss: 15.908\tTotal Loss: 792.031\n\n 67%|######6 | 167/250 [01:42<00:52, 1.59it/s]\nCLIP Loss: 779.041\tRange Loss: 0.000\tTV Loss: 16.611\tTotal Loss: 795.652\n\n 67%|######7 | 168/250 [01:43<00:49, 1.64it/s]\nCLIP Loss: 777.510\tRange Loss: 0.000\tTV Loss: 17.278\tTotal Loss: 794.788\n\n 68%|######7 | 169/250 [01:43<00:48, 1.68it/s]\nCLIP Loss: 772.291\tRange Loss: 0.000\tTV Loss: 17.906\tTotal Loss: 790.197\n\n 68%|######8 | 170/250 [01:44<00:46, 1.71it/s]\nCLIP Loss: 774.867\tRange Loss: 0.000\tTV Loss: 18.664\tTotal Loss: 793.531\n\n 68%|######8 | 171/250 [01:44<00:52, 1.51it/s]\nCLIP Loss: 781.321\tRange Loss: 0.000\tTV Loss: 19.501\tTotal Loss: 800.822\n\n 69%|######8 | 172/250 [01:45<00:49, 1.59it/s]\nCLIP Loss: 771.788\tRange Loss: 0.000\tTV Loss: 20.202\tTotal Loss: 791.990\n\n 69%|######9 | 173/250 [01:46<00:46, 1.65it/s]\nCLIP Loss: 769.636\tRange Loss: 0.000\tTV Loss: 20.761\tTotal Loss: 790.397\n\n 70%|######9 | 174/250 [01:46<00:45, 1.68it/s]\nCLIP Loss: 772.584\tRange Loss: 0.000\tTV Loss: 21.557\tTotal Loss: 794.142\n\n 70%|####### | 175/250 [01:47<00:43, 1.71it/s]\nCLIP Loss: 771.431\tRange Loss: 0.000\tTV Loss: 22.231\tTotal Loss: 793.662\n\n 70%|####### | 176/250 [01:48<00:48, 1.52it/s]\nCLIP Loss: 771.619\tRange Loss: 0.000\tTV Loss: 22.966\tTotal Loss: 794.586\n\n 71%|####### | 177/250 [01:48<00:45, 1.60it/s]\nCLIP Loss: 773.118\tRange Loss: 0.000\tTV Loss: 23.906\tTotal Loss: 797.023\n\n 71%|#######1 | 178/250 [01:49<00:43, 1.65it/s]\nCLIP Loss: 770.156\tRange Loss: 0.000\tTV Loss: 24.573\tTotal Loss: 794.728\n\n 72%|#######1 | 179/250 [01:49<00:41, 1.70it/s]\nCLIP Loss: 779.477\tRange Loss: 0.000\tTV Loss: 25.370\tTotal Loss: 804.847\n\n 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s]\nCLIP Loss: 776.894\tRange Loss: 0.000\tTV Loss: 26.228\tTotal Loss: 803.123\n\n 72%|#######2 | 181/250 [01:51<00:49, 1.39it/s]\nCLIP Loss: 774.989\tRange Loss: 0.000\tTV Loss: 27.018\tTotal Loss: 802.007\n\n 73%|#######2 | 182/250 [01:51<00:45, 1.49it/s]\nCLIP Loss: 779.610\tRange Loss: 0.000\tTV Loss: 27.887\tTotal Loss: 807.497\n\n 73%|#######3 | 183/250 [01:52<00:42, 1.57it/s]\nCLIP Loss: 776.629\tRange Loss: 0.000\tTV Loss: 28.645\tTotal Loss: 805.275\n\n 74%|#######3 | 184/250 [01:52<00:40, 1.63it/s]\nCLIP Loss: 776.887\tRange Loss: 0.000\tTV Loss: 29.388\tTotal Loss: 806.275\n\n 74%|#######4 | 185/250 [01:53<00:38, 1.68it/s]\nCLIP Loss: 776.052\tRange Loss: 0.000\tTV Loss: 30.143\tTotal Loss: 806.196\n\n 74%|#######4 | 186/250 [01:54<00:42, 1.49it/s]\nCLIP Loss: 772.924\tRange Loss: 0.000\tTV Loss: 31.160\tTotal Loss: 804.085\n\n 75%|#######4 | 187/250 [01:54<00:39, 1.58it/s]\nCLIP Loss: 773.048\tRange Loss: 0.000\tTV Loss: 31.874\tTotal Loss: 804.922\n\n 75%|#######5 | 188/250 [01:55<00:37, 1.63it/s]\nCLIP Loss: 770.733\tRange Loss: 0.000\tTV Loss: 32.725\tTotal Loss: 803.458\n\n 76%|#######5 | 189/250 [01:56<00:36, 1.68it/s]\nCLIP Loss: 776.537\tRange Loss: 0.000\tTV Loss: 33.529\tTotal Loss: 810.066\n\n 76%|#######6 | 190/250 [01:56<00:35, 1.71it/s]\nCLIP Loss: 773.754\tRange Loss: 0.000\tTV Loss: 34.233\tTotal Loss: 807.987\n\n 76%|#######6 | 191/250 [01:57<00:38, 1.52it/s]\nCLIP Loss: 779.736\tRange Loss: 0.000\tTV Loss: 35.134\tTotal Loss: 814.869\n\n 77%|#######6 | 192/250 [01:57<00:36, 1.60it/s]\nCLIP Loss: 775.116\tRange Loss: 0.000\tTV Loss: 35.908\tTotal Loss: 811.023\n\n 77%|#######7 | 193/250 [01:58<00:34, 1.65it/s]\nCLIP Loss: 772.444\tRange Loss: 0.000\tTV Loss: 36.777\tTotal Loss: 809.221\n\n 78%|#######7 | 194/250 [01:59<00:33, 1.69it/s]\nCLIP Loss: 775.990\tRange Loss: 0.000\tTV Loss: 37.495\tTotal Loss: 813.485\n\n 78%|#######8 | 195/250 [01:59<00:32, 1.71it/s]\nCLIP Loss: 771.674\tRange Loss: 0.000\tTV Loss: 38.214\tTotal Loss: 809.887\n\n 78%|#######8 | 196/250 [02:00<00:35, 1.53it/s]\nCLIP Loss: 772.492\tRange Loss: 0.000\tTV Loss: 38.908\tTotal Loss: 811.400\n\n 79%|#######8 | 197/250 [02:01<00:32, 1.61it/s]\nCLIP Loss: 779.792\tRange Loss: 0.000\tTV Loss: 39.612\tTotal Loss: 819.404\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s]\nCLIP Loss: 771.037\tRange Loss: 0.000\tTV Loss: 40.326\tTotal Loss: 811.363\n\n 80%|#######9 | 199/250 [02:02<00:30, 1.69it/s]\nCLIP Loss: 774.721\tRange Loss: 0.000\tTV Loss: 40.832\tTotal Loss: 815.553\n\n 80%|######## | 200/250 [02:02<00:29, 1.71it/s]\nCLIP Loss: 770.122\tRange Loss: 0.000\tTV Loss: 41.172\tTotal Loss: 811.295\n\n 80%|######## | 201/250 [02:03<00:32, 1.50it/s]\nCLIP Loss: 773.943\tRange Loss: 0.000\tTV Loss: 41.653\tTotal Loss: 815.596\n\n 81%|######## | 202/250 [02:04<00:30, 1.59it/s]\nCLIP Loss: 771.502\tRange Loss: 0.000\tTV Loss: 42.083\tTotal Loss: 813.585\n\n 81%|########1 | 203/250 [02:04<00:28, 1.63it/s]\nCLIP Loss: 774.000\tRange Loss: 0.000\tTV Loss: 42.438\tTotal Loss: 816.439\n\n 82%|########1 | 204/250 [02:05<00:27, 1.69it/s]\nCLIP Loss: 772.843\tRange Loss: 0.000\tTV Loss: 42.660\tTotal Loss: 815.503\n\n 82%|########2 | 205/250 [02:05<00:26, 1.71it/s]\nCLIP Loss: 774.022\tRange Loss: 0.000\tTV Loss: 42.870\tTotal Loss: 816.892\n\n 82%|########2 | 206/250 [02:06<00:28, 1.53it/s]\nCLIP Loss: 772.729\tRange Loss: 0.000\tTV Loss: 42.943\tTotal Loss: 815.672\n\n 83%|########2 | 207/250 [02:07<00:26, 1.61it/s]\nCLIP Loss: 772.163\tRange Loss: 0.000\tTV Loss: 43.009\tTotal Loss: 815.172\n\n 83%|########3 | 208/250 [02:07<00:25, 1.64it/s]\nCLIP Loss: 772.200\tRange Loss: 0.000\tTV Loss: 43.203\tTotal Loss: 815.403\n\n 84%|########3 | 209/250 [02:08<00:24, 1.66it/s]\nCLIP Loss: 774.989\tRange Loss: 0.000\tTV Loss: 43.181\tTotal Loss: 818.170\n\n 84%|########4 | 210/250 [02:08<00:23, 1.70it/s]\nCLIP Loss: 773.079\tRange Loss: 0.000\tTV Loss: 43.234\tTotal Loss: 816.313\n\n 84%|########4 | 211/250 [02:09<00:25, 1.53it/s]\nCLIP Loss: 772.269\tRange Loss: 0.000\tTV Loss: 43.169\tTotal Loss: 815.438\n\n 85%|########4 | 212/250 [02:10<00:23, 1.61it/s]\nCLIP Loss: 767.760\tRange Loss: 0.000\tTV Loss: 42.935\tTotal Loss: 810.694\n\n 85%|########5 | 213/250 [02:10<00:22, 1.65it/s]\nCLIP Loss: 774.923\tRange Loss: 0.000\tTV Loss: 42.713\tTotal Loss: 817.636\n\n 86%|########5 | 214/250 [02:11<00:21, 1.68it/s]\nCLIP Loss: 773.289\tRange Loss: 0.000\tTV Loss: 42.484\tTotal Loss: 815.773\n\n 86%|########6 | 215/250 [02:11<00:20, 1.71it/s]\nCLIP Loss: 775.987\tRange Loss: 0.000\tTV Loss: 42.075\tTotal Loss: 818.061\n\n 86%|########6 | 216/250 [02:12<00:22, 1.52it/s]\nCLIP Loss: 770.696\tRange Loss: 0.000\tTV Loss: 41.624\tTotal Loss: 812.320\n\n 87%|########6 | 217/250 [02:13<00:20, 1.59it/s]\nCLIP Loss: 770.514\tRange Loss: 0.000\tTV Loss: 41.119\tTotal Loss: 811.633\n\n 87%|########7 | 218/250 [02:13<00:19, 1.63it/s]\nCLIP Loss: 771.966\tRange Loss: 0.000\tTV Loss: 40.482\tTotal Loss: 812.449\n\n 88%|########7 | 219/250 [02:14<00:18, 1.67it/s]\nCLIP Loss: 770.170\tRange Loss: 0.000\tTV Loss: 39.901\tTotal Loss: 810.072\n\n 88%|########8 | 220/250 [02:15<00:17, 1.70it/s]\nCLIP Loss: 773.675\tRange Loss: 0.000\tTV Loss: 39.303\tTotal Loss: 812.978\n\n 88%|########8 | 221/250 [02:15<00:19, 1.51it/s]\nCLIP Loss: 773.778\tRange Loss: 0.000\tTV Loss: 38.541\tTotal Loss: 812.319\n\n 89%|########8 | 222/250 [02:16<00:17, 1.58it/s]\nCLIP Loss: 775.005\tRange Loss: 0.000\tTV Loss: 37.754\tTotal Loss: 812.758\n\n 89%|########9 | 223/250 [02:17<00:16, 1.64it/s]\nCLIP Loss: 770.933\tRange Loss: 0.000\tTV Loss: 36.907\tTotal Loss: 807.840\n\n 90%|########9 | 224/250 [02:17<00:15, 1.68it/s]\nCLIP Loss: 775.282\tRange Loss: 0.000\tTV Loss: 35.959\tTotal Loss: 811.241\n\n 90%|######### | 225/250 [02:18<00:14, 1.71it/s]\nCLIP Loss: 777.955\tRange Loss: 0.000\tTV Loss: 34.922\tTotal Loss: 812.877\n\n 90%|######### | 226/250 [02:18<00:15, 1.51it/s]\nCLIP Loss: 774.286\tRange Loss: 0.000\tTV Loss: 33.796\tTotal Loss: 808.082\n\n 91%|######### | 227/250 [02:19<00:14, 1.59it/s]\nCLIP Loss: 777.640\tRange Loss: 0.000\tTV Loss: 32.684\tTotal Loss: 810.324\n\n 91%|#########1| 228/250 [02:20<00:13, 1.64it/s]\nCLIP Loss: 777.082\tRange Loss: 0.000\tTV Loss: 31.470\tTotal Loss: 808.552\n\n 92%|#########1| 229/250 [02:20<00:12, 1.69it/s]\nCLIP Loss: 773.467\tRange Loss: 0.000\tTV Loss: 30.147\tTotal Loss: 803.614\n\n 92%|#########2| 230/250 [02:21<00:11, 1.72it/s]\nCLIP Loss: 772.485\tRange Loss: 0.000\tTV Loss: 28.870\tTotal Loss: 801.355\n\n 92%|#########2| 231/250 [02:21<00:12, 1.55it/s]\nCLIP Loss: 769.899\tRange Loss: 0.000\tTV Loss: 27.556\tTotal Loss: 797.455\n\n 93%|#########2| 232/250 [02:22<00:11, 1.62it/s]\nCLIP Loss: 777.142\tRange Loss: 0.000\tTV Loss: 26.258\tTotal Loss: 803.400\n\n 93%|#########3| 233/250 [02:23<00:10, 1.66it/s]\nCLIP Loss: 772.931\tRange Loss: 0.000\tTV Loss: 24.905\tTotal Loss: 797.835\n\n 94%|#########3| 234/250 [02:23<00:09, 1.70it/s]\nCLIP Loss: 773.790\tRange Loss: 0.000\tTV Loss: 23.506\tTotal Loss: 797.296\n\n 94%|#########3| 235/250 [02:24<00:08, 1.73it/s]\nCLIP Loss: 777.903\tRange Loss: 0.000\tTV Loss: 22.132\tTotal Loss: 800.035\n\n 94%|#########4| 236/250 [02:25<00:09, 1.55it/s]\nCLIP Loss: 779.534\tRange Loss: 0.000\tTV Loss: 20.708\tTotal Loss: 800.242\n\n 95%|#########4| 237/250 [02:25<00:08, 1.62it/s]\nCLIP Loss: 781.972\tRange Loss: 0.000\tTV Loss: 19.321\tTotal Loss: 801.294\n\n 95%|#########5| 238/250 [02:26<00:07, 1.67it/s]\nCLIP Loss: 781.558\tRange Loss: 0.000\tTV Loss: 17.958\tTotal Loss: 799.515\n\n 96%|#########5| 239/250 [02:26<00:06, 1.71it/s]\nCLIP Loss: 776.735\tRange Loss: 0.000\tTV Loss: 16.642\tTotal Loss: 793.377\n\n 96%|#########6| 240/250 [02:27<00:05, 1.74it/s]\nCLIP Loss: 773.810\tRange Loss: 0.000\tTV Loss: 15.357\tTotal Loss: 789.168\n\n 96%|#########6| 241/250 [02:28<00:05, 1.58it/s]\nCLIP Loss: 774.098\tRange Loss: 0.000\tTV Loss: 14.153\tTotal Loss: 788.251\n\n 97%|#########6| 242/250 [02:28<00:04, 1.64it/s]\nCLIP Loss: 780.728\tRange Loss: 0.000\tTV Loss: 13.001\tTotal Loss: 793.729\n\n 97%|#########7| 243/250 [02:29<00:04, 1.69it/s]\nCLIP Loss: 780.325\tRange Loss: 0.000\tTV Loss: 11.894\tTotal Loss: 792.219\n\n 98%|#########7| 244/250 [02:29<00:03, 1.71it/s]\nCLIP Loss: 774.687\tRange Loss: 0.000\tTV Loss: 10.892\tTotal Loss: 785.579\n\n 98%|#########8| 245/250 [02:30<00:02, 1.73it/s]\nCLIP Loss: 784.346\tRange Loss: 0.000\tTV Loss: 9.961\tTotal Loss: 794.307\n\n 98%|#########8| 246/250 [02:31<00:02, 1.53it/s]\nCLIP Loss: 778.153\tRange Loss: 0.000\tTV Loss: 9.164\tTotal Loss: 787.317\n\n 99%|#########8| 247/250 [02:31<00:01, 1.61it/s]\nCLIP Loss: 781.844\tRange Loss: 0.000\tTV Loss: 8.500\tTotal Loss: 790.344\n\n 99%|#########9| 248/250 [02:32<00:01, 1.67it/s]\nCLIP Loss: 774.464\tRange Loss: 0.000\tTV Loss: 7.973\tTotal Loss: 782.438\n\n100%|#########9| 249/250 [02:32<00:00, 1.71it/s]\nCLIP Loss: 777.938\tRange Loss: 0.000\tTV Loss: 7.582\tTotal Loss: 785.520\n\n100%|##########| 250/250 [02:33<00:00, 1.59it/s]\n\n100%|##########| 250/250 [02:33<00:00, 1.63it/s]", "metrics": { "total_time": 155.708715 }, "output": [ { "file": "https://replicate.delivery/mgxm/8c61dfed-111e-4eae-976c-2c77d9504c65/0000.png" }, { "file": "https://replicate.delivery/mgxm/9743c0a8-59af-4658-ac2c-d5f882ce4ec3/0005.png" }, { "file": "https://replicate.delivery/mgxm/3c76b586-862f-402f-9970-7223ed88d996/0010.png" }, { "file": "https://replicate.delivery/mgxm/fbe86c5a-873d-4617-b319-6e46868b65a5/0015.png" }, { "file": "https://replicate.delivery/mgxm/c28cd47d-5156-4209-a974-d4b82d19a459/0020.png" }, { "file": "https://replicate.delivery/mgxm/91418cb3-4241-43d1-a588-8db93ee4a91e/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 922.236 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 930.315 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:47, 1.48it/s] CLIP Loss: 893.767 Range Loss: 0.002 TV Loss: 5.762 Total Loss: 899.530 1%| | 2/250 [00:01<02:28, 1.67it/s] CLIP Loss: 886.502 Range Loss: 0.004 TV Loss: 5.739 Total Loss: 892.245 1%|1 | 3/250 [00:01<02:22, 1.73it/s] CLIP Loss: 894.013 Range Loss: 0.016 TV Loss: 6.748 Total Loss: 900.777 2%|1 | 4/250 [00:02<02:19, 1.77it/s] CLIP Loss: 888.735 Range Loss: 0.001 TV Loss: 4.319 Total Loss: 893.055 2%|2 | 5/250 [00:02<02:17, 1.79it/s] CLIP Loss: 885.654 Range Loss: 0.001 TV Loss: 3.860 Total Loss: 889.515 2%|2 | 6/250 [00:03<02:30, 1.62it/s] CLIP Loss: 885.164 Range Loss: 0.001 TV Loss: 3.578 Total Loss: 888.742 3%|2 | 7/250 [00:04<02:24, 1.68it/s] CLIP Loss: 890.638 Range Loss: 0.001 TV Loss: 3.083 Total Loss: 893.722 3%|3 | 8/250 [00:04<02:23, 1.69it/s] CLIP Loss: 882.415 Range Loss: 0.001 TV Loss: 3.048 Total Loss: 885.464 4%|3 | 9/250 [00:05<02:19, 1.72it/s] CLIP Loss: 878.733 Range Loss: 0.001 TV Loss: 2.664 Total Loss: 881.398 4%|4 | 10/250 [00:05<02:16, 1.75it/s] CLIP Loss: 872.308 Range Loss: 0.001 TV Loss: 2.590 Total Loss: 874.899 4%|4 | 11/250 [00:06<02:29, 1.60it/s] CLIP Loss: 878.180 Range Loss: 0.000 TV Loss: 2.425 Total Loss: 880.605 5%|4 | 12/250 [00:07<02:23, 1.66it/s] CLIP Loss: 883.591 Range Loss: 0.000 TV Loss: 2.392 Total Loss: 885.983 5%|5 | 13/250 [00:07<02:19, 1.70it/s] CLIP Loss: 876.992 Range Loss: 0.000 TV Loss: 2.149 Total Loss: 879.141 6%|5 | 14/250 [00:08<02:16, 1.73it/s] CLIP Loss: 876.374 Range Loss: 0.000 TV Loss: 1.758 Total Loss: 878.132 6%|6 | 15/250 [00:08<02:14, 1.74it/s] CLIP Loss: 875.174 Range Loss: 0.000 TV Loss: 2.526 Total Loss: 877.701 6%|6 | 16/250 [00:09<02:25, 1.61it/s] CLIP Loss: 872.381 Range Loss: 0.000 TV Loss: 2.052 Total Loss: 874.434 7%|6 | 17/250 [00:10<02:19, 1.67it/s] CLIP Loss: 870.852 Range Loss: 0.000 TV Loss: 2.709 Total Loss: 873.562 7%|7 | 18/250 [00:10<02:16, 1.70it/s] CLIP Loss: 872.437 Range Loss: 0.000 TV Loss: 2.207 Total Loss: 874.644 8%|7 | 19/250 [00:11<02:13, 1.73it/s] CLIP Loss: 869.675 Range Loss: 0.000 TV Loss: 2.329 Total Loss: 872.005 8%|8 | 20/250 [00:11<02:11, 1.75it/s] CLIP Loss: 863.695 Range Loss: 0.000 TV Loss: 1.981 Total Loss: 865.677 8%|8 | 21/250 [00:12<02:22, 1.61it/s] CLIP Loss: 866.968 Range Loss: 0.000 TV Loss: 1.784 Total Loss: 868.753 9%|8 | 22/250 [00:13<02:16, 1.67it/s] CLIP Loss: 861.793 Range Loss: 0.000 TV Loss: 2.048 Total Loss: 863.841 9%|9 | 23/250 [00:13<02:14, 1.69it/s] CLIP Loss: 860.852 Range Loss: 0.001 TV Loss: 2.491 Total Loss: 863.343 10%|9 | 24/250 [00:14<02:11, 1.71it/s] CLIP Loss: 865.717 Range Loss: 0.000 TV Loss: 2.777 Total Loss: 868.494 10%|# | 25/250 [00:14<02:10, 1.72it/s] CLIP Loss: 864.251 Range Loss: 0.000 TV Loss: 2.362 Total Loss: 866.613 10%|# | 26/250 [00:15<02:20, 1.60it/s] CLIP Loss: 867.602 Range Loss: 0.000 TV Loss: 2.069 Total Loss: 869.671 11%|# | 27/250 [00:16<02:15, 1.65it/s] CLIP Loss: 863.069 Range Loss: 0.000 TV Loss: 1.424 Total Loss: 864.493 11%|#1 | 28/250 [00:16<02:11, 1.69it/s] CLIP Loss: 859.980 Range Loss: 0.000 TV Loss: 1.570 Total Loss: 861.550 12%|#1 | 29/250 [00:17<02:08, 1.72it/s] CLIP Loss: 864.238 Range Loss: 0.000 TV Loss: 1.477 Total Loss: 865.715 12%|#2 | 30/250 [00:17<02:06, 1.74it/s] CLIP Loss: 861.607 Range Loss: 0.000 TV Loss: 1.296 Total Loss: 862.903 12%|#2 | 31/250 [00:18<02:16, 1.60it/s] CLIP Loss: 866.443 Range Loss: 0.000 TV Loss: 1.384 Total Loss: 867.827 13%|#2 | 32/250 [00:19<02:12, 1.65it/s] CLIP Loss: 855.473 Range Loss: 0.000 TV Loss: 1.444 Total Loss: 856.917 13%|#3 | 33/250 [00:19<02:09, 1.68it/s] CLIP Loss: 865.158 Range Loss: 0.000 TV Loss: 1.130 Total Loss: 866.288 14%|#3 | 34/250 [00:20<02:06, 1.71it/s] CLIP Loss: 866.923 Range Loss: 0.000 TV Loss: 1.373 Total Loss: 868.297 14%|#4 | 35/250 [00:20<02:05, 1.71it/s] CLIP Loss: 866.089 Range Loss: 0.000 TV Loss: 1.027 Total Loss: 867.116 14%|#4 | 36/250 [00:21<02:16, 1.57it/s] CLIP Loss: 866.481 Range Loss: 0.000 TV Loss: 1.278 Total Loss: 867.760 15%|#4 | 37/250 [00:22<02:11, 1.62it/s] CLIP Loss: 862.290 Range Loss: 0.000 TV Loss: 1.098 Total Loss: 863.389 15%|#5 | 38/250 [00:22<02:09, 1.64it/s] CLIP Loss: 860.988 Range Loss: 0.000 TV Loss: 0.821 Total Loss: 861.809 16%|#5 | 39/250 [00:23<02:06, 1.67it/s] CLIP Loss: 860.876 Range Loss: 0.000 TV Loss: 0.633 Total Loss: 861.508 16%|#6 | 40/250 [00:23<02:03, 1.70it/s] CLIP Loss: 855.841 Range Loss: 0.000 TV Loss: 0.754 Total Loss: 856.595 16%|#6 | 41/250 [00:24<02:13, 1.56it/s] CLIP Loss: 854.808 Range Loss: 0.000 TV Loss: 0.670 Total Loss: 855.478 17%|#6 | 42/250 [00:25<02:08, 1.62it/s] CLIP Loss: 857.759 Range Loss: 0.000 TV Loss: 0.702 Total Loss: 858.461 17%|#7 | 43/250 [00:25<02:04, 1.66it/s] CLIP Loss: 856.821 Range Loss: 0.000 TV Loss: 0.666 Total Loss: 857.487 18%|#7 | 44/250 [00:26<02:01, 1.69it/s] CLIP Loss: 858.762 Range Loss: 0.000 TV Loss: 0.801 Total Loss: 859.563 18%|#8 | 45/250 [00:26<01:59, 1.71it/s] CLIP Loss: 850.762 Range Loss: 0.000 TV Loss: 0.855 Total Loss: 851.617 18%|#8 | 46/250 [00:27<02:11, 1.55it/s] CLIP Loss: 856.037 Range Loss: 0.000 TV Loss: 0.719 Total Loss: 856.755 19%|#8 | 47/250 [00:28<02:06, 1.61it/s] CLIP Loss: 854.444 Range Loss: 0.000 TV Loss: 0.730 Total Loss: 855.174 19%|#9 | 48/250 [00:28<02:02, 1.65it/s] CLIP Loss: 848.016 Range Loss: 0.000 TV Loss: 0.791 Total Loss: 848.807 20%|#9 | 49/250 [00:29<01:59, 1.68it/s] CLIP Loss: 853.241 Range Loss: 0.000 TV Loss: 0.861 Total Loss: 854.102 20%|## | 50/250 [00:29<01:57, 1.70it/s] CLIP Loss: 848.797 Range Loss: 0.000 TV Loss: 0.688 Total Loss: 849.485 20%|## | 51/250 [00:30<02:07, 1.56it/s] CLIP Loss: 849.031 Range Loss: 0.000 TV Loss: 0.832 Total Loss: 849.863 21%|## | 52/250 [00:31<02:02, 1.62it/s] CLIP Loss: 847.674 Range Loss: 0.000 TV Loss: 0.812 Total Loss: 848.486 21%|##1 | 53/250 [00:31<01:58, 1.66it/s] CLIP Loss: 848.109 Range Loss: 0.000 TV Loss: 0.568 Total Loss: 848.677 22%|##1 | 54/250 [00:32<01:55, 1.70it/s] CLIP Loss: 849.313 Range Loss: 0.000 TV Loss: 0.792 Total Loss: 850.105 22%|##2 | 55/250 [00:32<01:53, 1.71it/s] CLIP Loss: 840.155 Range Loss: 0.000 TV Loss: 0.557 Total Loss: 840.712 22%|##2 | 56/250 [00:33<02:06, 1.54it/s] CLIP Loss: 844.553 Range Loss: 0.000 TV Loss: 0.452 Total Loss: 845.005 23%|##2 | 57/250 [00:34<02:00, 1.60it/s] CLIP Loss: 837.914 Range Loss: 0.000 TV Loss: 0.452 Total Loss: 838.366 23%|##3 | 58/250 [00:34<01:57, 1.63it/s] CLIP Loss: 842.828 Range Loss: 0.000 TV Loss: 0.379 Total Loss: 843.207 24%|##3 | 59/250 [00:35<01:54, 1.66it/s] CLIP Loss: 832.395 Range Loss: 0.000 TV Loss: 0.446 Total Loss: 832.842 24%|##4 | 60/250 [00:36<01:53, 1.68it/s] CLIP Loss: 827.372 Range Loss: 0.000 TV Loss: 0.345 Total Loss: 827.717 24%|##4 | 61/250 [00:36<02:04, 1.52it/s] CLIP Loss: 829.479 Range Loss: 0.000 TV Loss: 0.375 Total Loss: 829.854 25%|##4 | 62/250 [00:37<01:58, 1.59it/s] CLIP Loss: 830.100 Range Loss: 0.000 TV Loss: 0.316 Total Loss: 830.416 25%|##5 | 63/250 [00:37<01:53, 1.64it/s] CLIP Loss: 819.460 Range Loss: 0.000 TV Loss: 0.334 Total Loss: 819.794 26%|##5 | 64/250 [00:38<01:51, 1.66it/s] CLIP Loss: 813.213 Range Loss: 0.000 TV Loss: 0.271 Total Loss: 813.484 26%|##6 | 65/250 [00:39<01:50, 1.68it/s] CLIP Loss: 815.851 Range Loss: 0.000 TV Loss: 0.284 Total Loss: 816.136 26%|##6 | 66/250 [00:39<02:00, 1.52it/s] CLIP Loss: 811.895 Range Loss: 0.000 TV Loss: 0.241 Total Loss: 812.136 27%|##6 | 67/250 [00:40<01:54, 1.59it/s] CLIP Loss: 811.021 Range Loss: 0.000 TV Loss: 0.216 Total Loss: 811.236 27%|##7 | 68/250 [00:41<01:50, 1.64it/s] CLIP Loss: 809.085 Range Loss: 0.000 TV Loss: 0.248 Total Loss: 809.333 28%|##7 | 69/250 [00:41<01:48, 1.68it/s] CLIP Loss: 799.460 Range Loss: 0.000 TV Loss: 0.224 Total Loss: 799.684 28%|##8 | 70/250 [00:42<01:45, 1.70it/s] CLIP Loss: 806.216 Range Loss: 0.000 TV Loss: 0.194 Total Loss: 806.411 28%|##8 | 71/250 [00:43<02:08, 1.40it/s] CLIP Loss: 797.931 Range Loss: 0.000 TV Loss: 0.185 Total Loss: 798.117 29%|##8 | 72/250 [00:43<01:58, 1.50it/s] CLIP Loss: 808.494 Range Loss: 0.000 TV Loss: 0.261 Total Loss: 808.755 29%|##9 | 73/250 [00:44<01:52, 1.58it/s] CLIP Loss: 817.079 Range Loss: 0.000 TV Loss: 0.219 Total Loss: 817.298 30%|##9 | 74/250 [00:44<01:48, 1.63it/s] CLIP Loss: 797.358 Range Loss: 0.000 TV Loss: 0.242 Total Loss: 797.600 30%|### | 75/250 [00:45<01:44, 1.67it/s] CLIP Loss: 797.760 Range Loss: 0.000 TV Loss: 0.289 Total Loss: 798.049 30%|### | 76/250 [00:46<01:57, 1.48it/s] CLIP Loss: 787.743 Range Loss: 0.000 TV Loss: 0.281 Total Loss: 788.025 31%|### | 77/250 [00:46<01:50, 1.57it/s] CLIP Loss: 791.070 Range Loss: 0.000 TV Loss: 0.278 Total Loss: 791.349 31%|###1 | 78/250 [00:47<01:46, 1.62it/s] CLIP Loss: 791.645 Range Loss: 0.000 TV Loss: 0.247 Total Loss: 791.892 32%|###1 | 79/250 [00:47<01:43, 1.66it/s] CLIP Loss: 786.150 Range Loss: 0.000 TV Loss: 0.313 Total Loss: 786.463 32%|###2 | 80/250 [00:48<01:40, 1.70it/s] CLIP Loss: 783.672 Range Loss: 0.000 TV Loss: 0.323 Total Loss: 783.995 32%|###2 | 81/250 [00:49<01:53, 1.49it/s] CLIP Loss: 777.561 Range Loss: 0.000 TV Loss: 0.332 Total Loss: 777.894 33%|###2 | 82/250 [00:49<01:47, 1.57it/s] CLIP Loss: 781.476 Range Loss: 0.000 TV Loss: 0.288 Total Loss: 781.764 33%|###3 | 83/250 [00:50<01:42, 1.63it/s] CLIP Loss: 785.754 Range Loss: 0.000 TV Loss: 0.401 Total Loss: 786.155 34%|###3 | 84/250 [00:51<01:39, 1.67it/s] CLIP Loss: 830.033 Range Loss: 0.000 TV Loss: 0.379 Total Loss: 830.411 34%|###4 | 85/250 [00:51<01:37, 1.69it/s] CLIP Loss: 794.982 Range Loss: 0.000 TV Loss: 0.374 Total Loss: 795.355 34%|###4 | 86/250 [00:52<01:51, 1.47it/s] CLIP Loss: 785.531 Range Loss: 0.000 TV Loss: 0.342 Total Loss: 785.873 35%|###4 | 87/250 [00:53<01:44, 1.56it/s] CLIP Loss: 782.550 Range Loss: 0.000 TV Loss: 0.445 Total Loss: 782.995 35%|###5 | 88/250 [00:53<01:40, 1.61it/s] CLIP Loss: 774.816 Range Loss: 0.000 TV Loss: 0.357 Total Loss: 775.173 36%|###5 | 89/250 [00:54<01:36, 1.66it/s] CLIP Loss: 770.523 Range Loss: 0.000 TV Loss: 0.374 Total Loss: 770.897 36%|###6 | 90/250 [00:54<01:33, 1.70it/s] CLIP Loss: 764.565 Range Loss: 0.000 TV Loss: 0.492 Total Loss: 765.057 36%|###6 | 91/250 [00:55<01:47, 1.48it/s] CLIP Loss: 765.289 Range Loss: 0.000 TV Loss: 0.537 Total Loss: 765.826 37%|###6 | 92/250 [00:56<01:41, 1.56it/s] CLIP Loss: 767.308 Range Loss: 0.000 TV Loss: 0.443 Total Loss: 767.750 37%|###7 | 93/250 [00:56<01:37, 1.62it/s] CLIP Loss: 762.524 Range Loss: 0.000 TV Loss: 0.443 Total Loss: 762.967 38%|###7 | 94/250 [00:57<01:34, 1.66it/s] CLIP Loss: 768.381 Range Loss: 0.000 TV Loss: 0.558 Total Loss: 768.938 38%|###8 | 95/250 [00:57<01:31, 1.70it/s] CLIP Loss: 757.013 Range Loss: 0.000 TV Loss: 0.592 Total Loss: 757.604 38%|###8 | 96/250 [00:58<01:48, 1.42it/s] CLIP Loss: 758.090 Range Loss: 0.000 TV Loss: 0.716 Total Loss: 758.805 39%|###8 | 97/250 [00:59<01:41, 1.50it/s] CLIP Loss: 763.454 Range Loss: 0.000 TV Loss: 0.595 Total Loss: 764.049 39%|###9 | 98/250 [01:00<01:36, 1.58it/s] CLIP Loss: 756.860 Range Loss: 0.000 TV Loss: 0.641 Total Loss: 757.501 40%|###9 | 99/250 [01:00<01:32, 1.64it/s] CLIP Loss: 750.243 Range Loss: 0.000 TV Loss: 0.715 Total Loss: 750.958 40%|#### | 100/250 [01:01<01:29, 1.68it/s] CLIP Loss: 757.655 Range Loss: 0.000 TV Loss: 0.794 Total Loss: 758.450 40%|#### | 101/250 [01:02<01:41, 1.47it/s] CLIP Loss: 755.725 Range Loss: 0.000 TV Loss: 0.939 Total Loss: 756.664 41%|#### | 102/250 [01:02<01:34, 1.56it/s] CLIP Loss: 756.706 Range Loss: 0.000 TV Loss: 0.896 Total Loss: 757.602 41%|####1 | 103/250 [01:03<01:30, 1.63it/s] CLIP Loss: 755.798 Range Loss: 0.000 TV Loss: 1.029 Total Loss: 756.826 42%|####1 | 104/250 [01:03<01:27, 1.68it/s] CLIP Loss: 756.675 Range Loss: 0.000 TV Loss: 1.071 Total Loss: 757.746 42%|####2 | 105/250 [01:04<01:24, 1.71it/s] CLIP Loss: 751.436 Range Loss: 0.000 TV Loss: 1.152 Total Loss: 752.587 42%|####2 | 106/250 [01:05<01:34, 1.52it/s] CLIP Loss: 756.231 Range Loss: 0.000 TV Loss: 1.074 Total Loss: 757.306 43%|####2 | 107/250 [01:05<01:29, 1.60it/s] CLIP Loss: 756.751 Range Loss: 0.000 TV Loss: 1.026 Total Loss: 757.777 43%|####3 | 108/250 [01:06<01:25, 1.66it/s] CLIP Loss: 759.209 Range Loss: 0.000 TV Loss: 1.063 Total Loss: 760.272 44%|####3 | 109/250 [01:06<01:22, 1.70it/s] CLIP Loss: 753.418 Range Loss: 0.000 TV Loss: 1.054 Total Loss: 754.472 44%|####4 | 110/250 [01:07<01:21, 1.73it/s] CLIP Loss: 755.602 Range Loss: 0.000 TV Loss: 1.109 Total Loss: 756.711 44%|####4 | 111/250 [01:08<01:31, 1.52it/s] CLIP Loss: 763.392 Range Loss: 0.000 TV Loss: 1.172 Total Loss: 764.564 45%|####4 | 112/250 [01:08<01:26, 1.59it/s] CLIP Loss: 761.433 Range Loss: 0.000 TV Loss: 1.188 Total Loss: 762.621 45%|####5 | 113/250 [01:09<01:23, 1.64it/s] CLIP Loss: 765.571 Range Loss: 0.000 TV Loss: 1.236 Total Loss: 766.806 46%|####5 | 114/250 [01:09<01:20, 1.69it/s] CLIP Loss: 754.399 Range Loss: 0.000 TV Loss: 1.445 Total Loss: 755.843 46%|####6 | 115/250 [01:10<01:18, 1.73it/s] CLIP Loss: 750.952 Range Loss: 0.000 TV Loss: 1.626 Total Loss: 752.578 46%|####6 | 116/250 [01:11<01:28, 1.51it/s] CLIP Loss: 751.624 Range Loss: 0.000 TV Loss: 1.598 Total Loss: 753.222 47%|####6 | 117/250 [01:11<01:23, 1.60it/s] CLIP Loss: 751.870 Range Loss: 0.000 TV Loss: 1.679 Total Loss: 753.549 47%|####7 | 118/250 [01:12<01:19, 1.65it/s] CLIP Loss: 752.358 Range Loss: 0.000 TV Loss: 1.868 Total Loss: 754.226 48%|####7 | 119/250 [01:12<01:17, 1.69it/s] CLIP Loss: 750.974 Range Loss: 0.000 TV Loss: 1.863 Total Loss: 752.837 48%|####8 | 120/250 [01:13<01:15, 1.72it/s] CLIP Loss: 750.503 Range Loss: 0.000 TV Loss: 1.929 Total Loss: 752.433 48%|####8 | 121/250 [01:14<01:26, 1.49it/s] CLIP Loss: 751.779 Range Loss: 0.000 TV Loss: 2.027 Total Loss: 753.805 49%|####8 | 122/250 [01:14<01:21, 1.57it/s] CLIP Loss: 758.563 Range Loss: 0.000 TV Loss: 2.212 Total Loss: 760.775 49%|####9 | 123/250 [01:15<01:17, 1.63it/s] CLIP Loss: 752.425 Range Loss: 0.000 TV Loss: 2.130 Total Loss: 754.555 50%|####9 | 124/250 [01:15<01:14, 1.68it/s] CLIP Loss: 747.702 Range Loss: 0.000 TV Loss: 2.284 Total Loss: 749.986 50%|##### | 125/250 [01:16<01:12, 1.71it/s] CLIP Loss: 746.651 Range Loss: 0.000 TV Loss: 2.416 Total Loss: 749.068 50%|##### | 126/250 [01:17<01:21, 1.52it/s] CLIP Loss: 741.776 Range Loss: 0.000 TV Loss: 2.699 Total Loss: 744.475 51%|##### | 127/250 [01:17<01:16, 1.60it/s] CLIP Loss: 752.971 Range Loss: 0.000 TV Loss: 2.837 Total Loss: 755.808 51%|#####1 | 128/250 [01:18<01:13, 1.65it/s] CLIP Loss: 745.554 Range Loss: 0.000 TV Loss: 2.978 Total Loss: 748.532 52%|#####1 | 129/250 [01:18<01:11, 1.70it/s] CLIP Loss: 753.675 Range Loss: 0.000 TV Loss: 3.131 Total Loss: 756.806 52%|#####2 | 130/250 [01:19<01:09, 1.73it/s] CLIP Loss: 750.349 Range Loss: 0.000 TV Loss: 3.371 Total Loss: 753.719 52%|#####2 | 131/250 [01:20<01:18, 1.51it/s] CLIP Loss: 747.636 Range Loss: 0.000 TV Loss: 3.393 Total Loss: 751.029 53%|#####2 | 132/250 [01:20<01:14, 1.59it/s] CLIP Loss: 750.545 Range Loss: 0.000 TV Loss: 3.375 Total Loss: 753.920 53%|#####3 | 133/250 [01:21<01:11, 1.64it/s] CLIP Loss: 754.084 Range Loss: 0.000 TV Loss: 3.508 Total Loss: 757.592 54%|#####3 | 134/250 [01:22<01:08, 1.69it/s] CLIP Loss: 753.884 Range Loss: 0.000 TV Loss: 3.803 Total Loss: 757.687 54%|#####4 | 135/250 [01:22<01:06, 1.72it/s] CLIP Loss: 766.458 Range Loss: 0.000 TV Loss: 4.055 Total Loss: 770.513 54%|#####4 | 136/250 [01:23<01:15, 1.52it/s] CLIP Loss: 761.661 Range Loss: 0.000 TV Loss: 4.189 Total Loss: 765.850 55%|#####4 | 137/250 [01:24<01:11, 1.59it/s] CLIP Loss: 756.510 Range Loss: 0.000 TV Loss: 4.370 Total Loss: 760.880 55%|#####5 | 138/250 [01:24<01:08, 1.64it/s] CLIP Loss: 759.400 Range Loss: 0.000 TV Loss: 4.663 Total Loss: 764.063 56%|#####5 | 139/250 [01:25<01:05, 1.69it/s] CLIP Loss: 761.887 Range Loss: 0.000 TV Loss: 4.865 Total Loss: 766.753 56%|#####6 | 140/250 [01:25<01:04, 1.71it/s] CLIP Loss: 761.202 Range Loss: 0.000 TV Loss: 5.143 Total Loss: 766.346 56%|#####6 | 141/250 [01:26<01:11, 1.51it/s] CLIP Loss: 763.587 Range Loss: 0.000 TV Loss: 5.421 Total Loss: 769.008 57%|#####6 | 142/250 [01:27<01:07, 1.59it/s] CLIP Loss: 763.315 Range Loss: 0.000 TV Loss: 5.652 Total Loss: 768.966 57%|#####7 | 143/250 [01:27<01:05, 1.64it/s] CLIP Loss: 755.551 Range Loss: 0.000 TV Loss: 5.754 Total Loss: 761.305 58%|#####7 | 144/250 [01:28<01:02, 1.69it/s] CLIP Loss: 757.355 Range Loss: 0.000 TV Loss: 5.942 Total Loss: 763.297 58%|#####8 | 145/250 [01:28<01:01, 1.71it/s] CLIP Loss: 754.309 Range Loss: 0.000 TV Loss: 6.297 Total Loss: 760.606 58%|#####8 | 146/250 [01:29<01:07, 1.54it/s] CLIP Loss: 754.680 Range Loss: 0.000 TV Loss: 6.549 Total Loss: 761.229 59%|#####8 | 147/250 [01:30<01:03, 1.61it/s] CLIP Loss: 763.392 Range Loss: 0.000 TV Loss: 6.828 Total Loss: 770.220 59%|#####9 | 148/250 [01:30<01:01, 1.66it/s] CLIP Loss: 763.310 Range Loss: 0.000 TV Loss: 7.079 Total Loss: 770.389 60%|#####9 | 149/250 [01:31<00:59, 1.70it/s] CLIP Loss: 764.573 Range Loss: 0.000 TV Loss: 7.457 Total Loss: 772.030 60%|###### | 150/250 [01:31<00:58, 1.72it/s] CLIP Loss: 759.902 Range Loss: 0.000 TV Loss: 7.913 Total Loss: 767.815 60%|###### | 151/250 [01:32<01:05, 1.51it/s] CLIP Loss: 766.486 Range Loss: 0.000 TV Loss: 8.317 Total Loss: 774.803 61%|###### | 152/250 [01:33<01:01, 1.59it/s] CLIP Loss: 769.957 Range Loss: 0.000 TV Loss: 8.702 Total Loss: 778.659 61%|######1 | 153/250 [01:33<00:58, 1.65it/s] CLIP Loss: 768.524 Range Loss: 0.000 TV Loss: 9.115 Total Loss: 777.639 62%|######1 | 154/250 [01:34<00:56, 1.69it/s] CLIP Loss: 768.425 Range Loss: 0.000 TV Loss: 9.437 Total Loss: 777.862 62%|######2 | 155/250 [01:34<00:55, 1.71it/s] CLIP Loss: 772.646 Range Loss: 0.000 TV Loss: 9.803 Total Loss: 782.449 62%|######2 | 156/250 [01:35<01:01, 1.52it/s] CLIP Loss: 768.616 Range Loss: 0.000 TV Loss: 10.141 Total Loss: 778.758 63%|######2 | 157/250 [01:36<00:58, 1.60it/s] CLIP Loss: 771.925 Range Loss: 0.000 TV Loss: 10.595 Total Loss: 782.519 63%|######3 | 158/250 [01:36<00:55, 1.65it/s] CLIP Loss: 769.228 Range Loss: 0.000 TV Loss: 11.138 Total Loss: 780.367 64%|######3 | 159/250 [01:37<00:54, 1.68it/s] CLIP Loss: 780.133 Range Loss: 0.000 TV Loss: 11.738 Total Loss: 791.871 64%|######4 | 160/250 [01:37<00:52, 1.70it/s] CLIP Loss: 772.251 Range Loss: 0.000 TV Loss: 12.233 Total Loss: 784.483 64%|######4 | 161/250 [01:38<00:58, 1.51it/s] CLIP Loss: 774.907 Range Loss: 0.000 TV Loss: 12.724 Total Loss: 787.630 65%|######4 | 162/250 [01:39<00:55, 1.58it/s] CLIP Loss: 776.349 Range Loss: 0.000 TV Loss: 13.363 Total Loss: 789.712 65%|######5 | 163/250 [01:39<00:53, 1.63it/s] CLIP Loss: 775.193 Range Loss: 0.000 TV Loss: 13.927 Total Loss: 789.119 66%|######5 | 164/250 [01:40<00:51, 1.67it/s] CLIP Loss: 777.675 Range Loss: 0.000 TV Loss: 14.512 Total Loss: 792.187 66%|######6 | 165/250 [01:41<00:50, 1.70it/s] CLIP Loss: 771.936 Range Loss: 0.000 TV Loss: 15.329 Total Loss: 787.265 66%|######6 | 166/250 [01:41<00:55, 1.51it/s] CLIP Loss: 776.124 Range Loss: 0.000 TV Loss: 15.908 Total Loss: 792.031 67%|######6 | 167/250 [01:42<00:52, 1.59it/s] CLIP Loss: 779.041 Range Loss: 0.000 TV Loss: 16.611 Total Loss: 795.652 67%|######7 | 168/250 [01:43<00:49, 1.64it/s] CLIP Loss: 777.510 Range Loss: 0.000 TV Loss: 17.278 Total Loss: 794.788 68%|######7 | 169/250 [01:43<00:48, 1.68it/s] CLIP Loss: 772.291 Range Loss: 0.000 TV Loss: 17.906 Total Loss: 790.197 68%|######8 | 170/250 [01:44<00:46, 1.71it/s] CLIP Loss: 774.867 Range Loss: 0.000 TV Loss: 18.664 Total Loss: 793.531 68%|######8 | 171/250 [01:44<00:52, 1.51it/s] CLIP Loss: 781.321 Range Loss: 0.000 TV Loss: 19.501 Total Loss: 800.822 69%|######8 | 172/250 [01:45<00:49, 1.59it/s] CLIP Loss: 771.788 Range Loss: 0.000 TV Loss: 20.202 Total Loss: 791.990 69%|######9 | 173/250 [01:46<00:46, 1.65it/s] CLIP Loss: 769.636 Range Loss: 0.000 TV Loss: 20.761 Total Loss: 790.397 70%|######9 | 174/250 [01:46<00:45, 1.68it/s] CLIP Loss: 772.584 Range Loss: 0.000 TV Loss: 21.557 Total Loss: 794.142 70%|####### | 175/250 [01:47<00:43, 1.71it/s] CLIP Loss: 771.431 Range Loss: 0.000 TV Loss: 22.231 Total Loss: 793.662 70%|####### | 176/250 [01:48<00:48, 1.52it/s] CLIP Loss: 771.619 Range Loss: 0.000 TV Loss: 22.966 Total Loss: 794.586 71%|####### | 177/250 [01:48<00:45, 1.60it/s] CLIP Loss: 773.118 Range Loss: 0.000 TV Loss: 23.906 Total Loss: 797.023 71%|#######1 | 178/250 [01:49<00:43, 1.65it/s] CLIP Loss: 770.156 Range Loss: 0.000 TV Loss: 24.573 Total Loss: 794.728 72%|#######1 | 179/250 [01:49<00:41, 1.70it/s] CLIP Loss: 779.477 Range Loss: 0.000 TV Loss: 25.370 Total Loss: 804.847 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s] CLIP Loss: 776.894 Range Loss: 0.000 TV Loss: 26.228 Total Loss: 803.123 72%|#######2 | 181/250 [01:51<00:49, 1.39it/s] CLIP Loss: 774.989 Range Loss: 0.000 TV Loss: 27.018 Total Loss: 802.007 73%|#######2 | 182/250 [01:51<00:45, 1.49it/s] CLIP Loss: 779.610 Range Loss: 0.000 TV Loss: 27.887 Total Loss: 807.497 73%|#######3 | 183/250 [01:52<00:42, 1.57it/s] CLIP Loss: 776.629 Range Loss: 0.000 TV Loss: 28.645 Total Loss: 805.275 74%|#######3 | 184/250 [01:52<00:40, 1.63it/s] CLIP Loss: 776.887 Range Loss: 0.000 TV Loss: 29.388 Total Loss: 806.275 74%|#######4 | 185/250 [01:53<00:38, 1.68it/s] CLIP Loss: 776.052 Range Loss: 0.000 TV Loss: 30.143 Total Loss: 806.196 74%|#######4 | 186/250 [01:54<00:42, 1.49it/s] CLIP Loss: 772.924 Range Loss: 0.000 TV Loss: 31.160 Total Loss: 804.085 75%|#######4 | 187/250 [01:54<00:39, 1.58it/s] CLIP Loss: 773.048 Range Loss: 0.000 TV Loss: 31.874 Total Loss: 804.922 75%|#######5 | 188/250 [01:55<00:37, 1.63it/s] CLIP Loss: 770.733 Range Loss: 0.000 TV Loss: 32.725 Total Loss: 803.458 76%|#######5 | 189/250 [01:56<00:36, 1.68it/s] CLIP Loss: 776.537 Range Loss: 0.000 TV Loss: 33.529 Total Loss: 810.066 76%|#######6 | 190/250 [01:56<00:35, 1.71it/s] CLIP Loss: 773.754 Range Loss: 0.000 TV Loss: 34.233 Total Loss: 807.987 76%|#######6 | 191/250 [01:57<00:38, 1.52it/s] CLIP Loss: 779.736 Range Loss: 0.000 TV Loss: 35.134 Total Loss: 814.869 77%|#######6 | 192/250 [01:57<00:36, 1.60it/s] CLIP Loss: 775.116 Range Loss: 0.000 TV Loss: 35.908 Total Loss: 811.023 77%|#######7 | 193/250 [01:58<00:34, 1.65it/s] CLIP Loss: 772.444 Range Loss: 0.000 TV Loss: 36.777 Total Loss: 809.221 78%|#######7 | 194/250 [01:59<00:33, 1.69it/s] CLIP Loss: 775.990 Range Loss: 0.000 TV Loss: 37.495 Total Loss: 813.485 78%|#######8 | 195/250 [01:59<00:32, 1.71it/s] CLIP Loss: 771.674 Range Loss: 0.000 TV Loss: 38.214 Total Loss: 809.887 78%|#######8 | 196/250 [02:00<00:35, 1.53it/s] CLIP Loss: 772.492 Range Loss: 0.000 TV Loss: 38.908 Total Loss: 811.400 79%|#######8 | 197/250 [02:01<00:32, 1.61it/s] CLIP Loss: 779.792 Range Loss: 0.000 TV Loss: 39.612 Total Loss: 819.404 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s] CLIP Loss: 771.037 Range Loss: 0.000 TV Loss: 40.326 Total Loss: 811.363 80%|#######9 | 199/250 [02:02<00:30, 1.69it/s] CLIP Loss: 774.721 Range Loss: 0.000 TV Loss: 40.832 Total Loss: 815.553 80%|######## | 200/250 [02:02<00:29, 1.71it/s] CLIP Loss: 770.122 Range Loss: 0.000 TV Loss: 41.172 Total Loss: 811.295 80%|######## | 201/250 [02:03<00:32, 1.50it/s] CLIP Loss: 773.943 Range Loss: 0.000 TV Loss: 41.653 Total Loss: 815.596 81%|######## | 202/250 [02:04<00:30, 1.59it/s] CLIP Loss: 771.502 Range Loss: 0.000 TV Loss: 42.083 Total Loss: 813.585 81%|########1 | 203/250 [02:04<00:28, 1.63it/s] CLIP Loss: 774.000 Range Loss: 0.000 TV Loss: 42.438 Total Loss: 816.439 82%|########1 | 204/250 [02:05<00:27, 1.69it/s] CLIP Loss: 772.843 Range Loss: 0.000 TV Loss: 42.660 Total Loss: 815.503 82%|########2 | 205/250 [02:05<00:26, 1.71it/s] CLIP Loss: 774.022 Range Loss: 0.000 TV Loss: 42.870 Total Loss: 816.892 82%|########2 | 206/250 [02:06<00:28, 1.53it/s] CLIP Loss: 772.729 Range Loss: 0.000 TV Loss: 42.943 Total Loss: 815.672 83%|########2 | 207/250 [02:07<00:26, 1.61it/s] CLIP Loss: 772.163 Range Loss: 0.000 TV Loss: 43.009 Total Loss: 815.172 83%|########3 | 208/250 [02:07<00:25, 1.64it/s] CLIP Loss: 772.200 Range Loss: 0.000 TV Loss: 43.203 Total Loss: 815.403 84%|########3 | 209/250 [02:08<00:24, 1.66it/s] CLIP Loss: 774.989 Range Loss: 0.000 TV Loss: 43.181 Total Loss: 818.170 84%|########4 | 210/250 [02:08<00:23, 1.70it/s] CLIP Loss: 773.079 Range Loss: 0.000 TV Loss: 43.234 Total Loss: 816.313 84%|########4 | 211/250 [02:09<00:25, 1.53it/s] CLIP Loss: 772.269 Range Loss: 0.000 TV Loss: 43.169 Total Loss: 815.438 85%|########4 | 212/250 [02:10<00:23, 1.61it/s] CLIP Loss: 767.760 Range Loss: 0.000 TV Loss: 42.935 Total Loss: 810.694 85%|########5 | 213/250 [02:10<00:22, 1.65it/s] CLIP Loss: 774.923 Range Loss: 0.000 TV Loss: 42.713 Total Loss: 817.636 86%|########5 | 214/250 [02:11<00:21, 1.68it/s] CLIP Loss: 773.289 Range Loss: 0.000 TV Loss: 42.484 Total Loss: 815.773 86%|########6 | 215/250 [02:11<00:20, 1.71it/s] CLIP Loss: 775.987 Range Loss: 0.000 TV Loss: 42.075 Total Loss: 818.061 86%|########6 | 216/250 [02:12<00:22, 1.52it/s] CLIP Loss: 770.696 Range Loss: 0.000 TV Loss: 41.624 Total Loss: 812.320 87%|########6 | 217/250 [02:13<00:20, 1.59it/s] CLIP Loss: 770.514 Range Loss: 0.000 TV Loss: 41.119 Total Loss: 811.633 87%|########7 | 218/250 [02:13<00:19, 1.63it/s] CLIP Loss: 771.966 Range Loss: 0.000 TV Loss: 40.482 Total Loss: 812.449 88%|########7 | 219/250 [02:14<00:18, 1.67it/s] CLIP Loss: 770.170 Range Loss: 0.000 TV Loss: 39.901 Total Loss: 810.072 88%|########8 | 220/250 [02:15<00:17, 1.70it/s] CLIP Loss: 773.675 Range Loss: 0.000 TV Loss: 39.303 Total Loss: 812.978 88%|########8 | 221/250 [02:15<00:19, 1.51it/s] CLIP Loss: 773.778 Range Loss: 0.000 TV Loss: 38.541 Total Loss: 812.319 89%|########8 | 222/250 [02:16<00:17, 1.58it/s] CLIP Loss: 775.005 Range Loss: 0.000 TV Loss: 37.754 Total Loss: 812.758 89%|########9 | 223/250 [02:17<00:16, 1.64it/s] CLIP Loss: 770.933 Range Loss: 0.000 TV Loss: 36.907 Total Loss: 807.840 90%|########9 | 224/250 [02:17<00:15, 1.68it/s] CLIP Loss: 775.282 Range Loss: 0.000 TV Loss: 35.959 Total Loss: 811.241 90%|######### | 225/250 [02:18<00:14, 1.71it/s] CLIP Loss: 777.955 Range Loss: 0.000 TV Loss: 34.922 Total Loss: 812.877 90%|######### | 226/250 [02:18<00:15, 1.51it/s] CLIP Loss: 774.286 Range Loss: 0.000 TV Loss: 33.796 Total Loss: 808.082 91%|######### | 227/250 [02:19<00:14, 1.59it/s] CLIP Loss: 777.640 Range Loss: 0.000 TV Loss: 32.684 Total Loss: 810.324 91%|#########1| 228/250 [02:20<00:13, 1.64it/s] CLIP Loss: 777.082 Range Loss: 0.000 TV Loss: 31.470 Total Loss: 808.552 92%|#########1| 229/250 [02:20<00:12, 1.69it/s] CLIP Loss: 773.467 Range Loss: 0.000 TV Loss: 30.147 Total Loss: 803.614 92%|#########2| 230/250 [02:21<00:11, 1.72it/s] CLIP Loss: 772.485 Range Loss: 0.000 TV Loss: 28.870 Total Loss: 801.355 92%|#########2| 231/250 [02:21<00:12, 1.55it/s] CLIP Loss: 769.899 Range Loss: 0.000 TV Loss: 27.556 Total Loss: 797.455 93%|#########2| 232/250 [02:22<00:11, 1.62it/s] CLIP Loss: 777.142 Range Loss: 0.000 TV Loss: 26.258 Total Loss: 803.400 93%|#########3| 233/250 [02:23<00:10, 1.66it/s] CLIP Loss: 772.931 Range Loss: 0.000 TV Loss: 24.905 Total Loss: 797.835 94%|#########3| 234/250 [02:23<00:09, 1.70it/s] CLIP Loss: 773.790 Range Loss: 0.000 TV Loss: 23.506 Total Loss: 797.296 94%|#########3| 235/250 [02:24<00:08, 1.73it/s] CLIP Loss: 777.903 Range Loss: 0.000 TV Loss: 22.132 Total Loss: 800.035 94%|#########4| 236/250 [02:25<00:09, 1.55it/s] CLIP Loss: 779.534 Range Loss: 0.000 TV Loss: 20.708 Total Loss: 800.242 95%|#########4| 237/250 [02:25<00:08, 1.62it/s] CLIP Loss: 781.972 Range Loss: 0.000 TV Loss: 19.321 Total Loss: 801.294 95%|#########5| 238/250 [02:26<00:07, 1.67it/s] CLIP Loss: 781.558 Range Loss: 0.000 TV Loss: 17.958 Total Loss: 799.515 96%|#########5| 239/250 [02:26<00:06, 1.71it/s] CLIP Loss: 776.735 Range Loss: 0.000 TV Loss: 16.642 Total Loss: 793.377 96%|#########6| 240/250 [02:27<00:05, 1.74it/s] CLIP Loss: 773.810 Range Loss: 0.000 TV Loss: 15.357 Total Loss: 789.168 96%|#########6| 241/250 [02:28<00:05, 1.58it/s] CLIP Loss: 774.098 Range Loss: 0.000 TV Loss: 14.153 Total Loss: 788.251 97%|#########6| 242/250 [02:28<00:04, 1.64it/s] CLIP Loss: 780.728 Range Loss: 0.000 TV Loss: 13.001 Total Loss: 793.729 97%|#########7| 243/250 [02:29<00:04, 1.69it/s] CLIP Loss: 780.325 Range Loss: 0.000 TV Loss: 11.894 Total Loss: 792.219 98%|#########7| 244/250 [02:29<00:03, 1.71it/s] CLIP Loss: 774.687 Range Loss: 0.000 TV Loss: 10.892 Total Loss: 785.579 98%|#########8| 245/250 [02:30<00:02, 1.73it/s] CLIP Loss: 784.346 Range Loss: 0.000 TV Loss: 9.961 Total Loss: 794.307 98%|#########8| 246/250 [02:31<00:02, 1.53it/s] CLIP Loss: 778.153 Range Loss: 0.000 TV Loss: 9.164 Total Loss: 787.317 99%|#########8| 247/250 [02:31<00:01, 1.61it/s] CLIP Loss: 781.844 Range Loss: 0.000 TV Loss: 8.500 Total Loss: 790.344 99%|#########9| 248/250 [02:32<00:01, 1.67it/s] CLIP Loss: 774.464 Range Loss: 0.000 TV Loss: 7.973 Total Loss: 782.438 100%|#########9| 249/250 [02:32<00:00, 1.71it/s] CLIP Loss: 777.938 Range Loss: 0.000 TV Loss: 7.582 Total Loss: 785.520 100%|##########| 250/250 [02:33<00:00, 1.59it/s] 100%|##########| 250/250 [02:33<00:00, 1.63it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDjltqpqaj7naaffgl54ushgedgmStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of the city streets of Beijing, taken during the day
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a photo of the city streets of Beijing, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of the city streets of Beijing, taken during the day", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of the city streets of Beijing, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of the city streets of Beijing, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of the city streets of Beijing, taken during the day"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of the city streets of Beijing, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:45:09.910175Z", "created_at": "2021-10-15T14:42:35.982396Z", "data_removed": false, "error": null, "id": "jltqpqaj7naaffgl54ushgedgm", "input": { "seed": "0", "prompt": "a photo of the city streets of Beijing, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 963.758\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 971.838\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:48, 1.48it/s]\nCLIP Loss: 939.480\tRange Loss: 0.006\tTV Loss: 6.190\tTotal Loss: 945.676\n\n 1%| | 2/250 [00:01<02:29, 1.66it/s]\nCLIP Loss: 937.135\tRange Loss: 0.002\tTV Loss: 5.179\tTotal Loss: 942.316\n\n 1%|1 | 3/250 [00:01<02:23, 1.72it/s]\nCLIP Loss: 937.812\tRange Loss: 0.003\tTV Loss: 5.294\tTotal Loss: 943.110\n\n 2%|1 | 4/250 [00:02<02:20, 1.76it/s]\nCLIP Loss: 933.818\tRange Loss: 0.001\tTV Loss: 4.133\tTotal Loss: 937.952\n\n 2%|2 | 5/250 [00:02<02:18, 1.77it/s]\nCLIP Loss: 930.456\tRange Loss: 0.000\tTV Loss: 3.575\tTotal Loss: 934.031\n\n 2%|2 | 6/250 [00:03<02:32, 1.60it/s]\nCLIP Loss: 928.851\tRange Loss: 0.000\tTV Loss: 3.229\tTotal Loss: 932.081\n\n 3%|2 | 7/250 [00:04<02:25, 1.66it/s]\nCLIP Loss: 934.791\tRange Loss: 0.000\tTV Loss: 3.101\tTotal Loss: 937.892\n\n 3%|3 | 8/250 [00:04<02:24, 1.68it/s]\nCLIP Loss: 929.852\tRange Loss: 0.000\tTV Loss: 3.317\tTotal Loss: 933.169\n\n 4%|3 | 9/250 [00:05<02:21, 1.70it/s]\nCLIP Loss: 923.410\tRange Loss: 0.001\tTV Loss: 2.572\tTotal Loss: 925.982\n\n 4%|4 | 10/250 [00:05<02:18, 1.73it/s]\nCLIP Loss: 915.108\tRange Loss: 0.000\tTV Loss: 2.746\tTotal Loss: 917.854\n\n 4%|4 | 11/250 [00:06<02:30, 1.59it/s]\nCLIP Loss: 916.202\tRange Loss: 0.000\tTV Loss: 2.518\tTotal Loss: 918.720\n\n 5%|4 | 12/250 [00:07<02:23, 1.65it/s]\nCLIP Loss: 920.704\tRange Loss: 0.000\tTV Loss: 2.572\tTotal Loss: 923.276\n\n 5%|5 | 13/250 [00:07<02:20, 1.69it/s]\nCLIP Loss: 914.923\tRange Loss: 0.000\tTV Loss: 2.607\tTotal Loss: 917.530\n\n 6%|5 | 14/250 [00:08<02:18, 1.71it/s]\nCLIP Loss: 909.661\tRange Loss: 0.000\tTV Loss: 1.836\tTotal Loss: 911.498\n\n 6%|6 | 15/250 [00:08<02:15, 1.73it/s]\nCLIP Loss: 907.362\tRange Loss: 0.000\tTV Loss: 3.096\tTotal Loss: 910.458\n\n 6%|6 | 16/250 [00:09<02:26, 1.60it/s]\nCLIP Loss: 902.626\tRange Loss: 0.000\tTV Loss: 2.088\tTotal Loss: 904.714\n\n 7%|6 | 17/250 [00:10<02:20, 1.66it/s]\nCLIP Loss: 893.550\tRange Loss: 0.000\tTV Loss: 2.273\tTotal Loss: 895.823\n\n 7%|7 | 18/250 [00:10<02:17, 1.69it/s]\nCLIP Loss: 896.719\tRange Loss: 0.000\tTV Loss: 1.753\tTotal Loss: 898.472\n\n 8%|7 | 19/250 [00:11<02:15, 1.71it/s]\nCLIP Loss: 892.062\tRange Loss: 0.000\tTV Loss: 1.726\tTotal Loss: 893.788\n\n 8%|8 | 20/250 [00:11<02:12, 1.73it/s]\nCLIP Loss: 879.899\tRange Loss: 0.000\tTV Loss: 1.473\tTotal Loss: 881.372\n\n 8%|8 | 21/250 [00:12<02:26, 1.57it/s]\nCLIP Loss: 881.579\tRange Loss: 0.000\tTV Loss: 1.303\tTotal Loss: 882.882\n\n 9%|8 | 22/250 [00:13<02:20, 1.63it/s]\nCLIP Loss: 887.139\tRange Loss: 0.000\tTV Loss: 1.175\tTotal Loss: 888.314\n\n 9%|9 | 23/250 [00:13<02:15, 1.67it/s]\nCLIP Loss: 868.051\tRange Loss: 0.000\tTV Loss: 1.620\tTotal Loss: 869.671\n\n 10%|9 | 24/250 [00:14<02:12, 1.70it/s]\nCLIP Loss: 867.878\tRange Loss: 0.000\tTV Loss: 1.720\tTotal Loss: 869.598\n\n 10%|# | 25/250 [00:14<02:10, 1.72it/s]\nCLIP Loss: 871.153\tRange Loss: 0.000\tTV Loss: 1.158\tTotal Loss: 872.311\n\n 10%|# | 26/250 [00:15<02:23, 1.57it/s]\nCLIP Loss: 859.249\tRange Loss: 0.000\tTV Loss: 1.433\tTotal Loss: 860.682\n\n 11%|# | 27/250 [00:16<02:16, 1.63it/s]\nCLIP Loss: 864.781\tRange Loss: 0.000\tTV Loss: 0.799\tTotal Loss: 865.580\n\n 11%|#1 | 28/250 [00:16<02:12, 1.67it/s]\nCLIP Loss: 855.437\tRange Loss: 0.000\tTV Loss: 1.201\tTotal Loss: 856.638\n\n 12%|#1 | 29/250 [00:17<02:09, 1.71it/s]\nCLIP Loss: 851.602\tRange Loss: 0.000\tTV Loss: 0.822\tTotal Loss: 852.424\n\n 12%|#2 | 30/250 [00:17<02:06, 1.74it/s]\nCLIP Loss: 857.154\tRange Loss: 0.000\tTV Loss: 0.871\tTotal Loss: 858.025\n\n 12%|#2 | 31/250 [00:18<02:17, 1.60it/s]\nCLIP Loss: 853.208\tRange Loss: 0.000\tTV Loss: 0.730\tTotal Loss: 853.938\n\n 13%|#2 | 32/250 [00:19<02:13, 1.63it/s]\nCLIP Loss: 844.702\tRange Loss: 0.000\tTV Loss: 0.918\tTotal Loss: 845.620\n\n 13%|#3 | 33/250 [00:19<02:09, 1.67it/s]\nCLIP Loss: 852.570\tRange Loss: 0.000\tTV Loss: 0.496\tTotal Loss: 853.065\n\n 14%|#3 | 34/250 [00:20<02:06, 1.70it/s]\nCLIP Loss: 853.225\tRange Loss: 0.000\tTV Loss: 0.874\tTotal Loss: 854.099\n\n 14%|#4 | 35/250 [00:20<02:05, 1.71it/s]\nCLIP Loss: 850.533\tRange Loss: 0.000\tTV Loss: 0.454\tTotal Loss: 850.986\n\n 14%|#4 | 36/250 [00:21<02:18, 1.54it/s]\nCLIP Loss: 832.195\tRange Loss: 0.000\tTV Loss: 0.664\tTotal Loss: 832.859\n\n 15%|#4 | 37/250 [00:22<02:13, 1.60it/s]\nCLIP Loss: 823.583\tRange Loss: 0.000\tTV Loss: 0.397\tTotal Loss: 823.979\n\n 15%|#5 | 38/250 [00:22<02:10, 1.62it/s]\nCLIP Loss: 813.801\tRange Loss: 0.000\tTV Loss: 0.373\tTotal Loss: 814.174\n\n 16%|#5 | 39/250 [00:23<02:06, 1.67it/s]\nCLIP Loss: 820.667\tRange Loss: 0.000\tTV Loss: 0.317\tTotal Loss: 820.984\n\n 16%|#6 | 40/250 [00:23<02:03, 1.70it/s]\nCLIP Loss: 819.512\tRange Loss: 0.000\tTV Loss: 0.406\tTotal Loss: 819.918\n\n 16%|#6 | 41/250 [00:24<02:15, 1.54it/s]\nCLIP Loss: 828.276\tRange Loss: 0.000\tTV Loss: 0.436\tTotal Loss: 828.712\n\n 17%|#6 | 42/250 [00:25<02:10, 1.59it/s]\nCLIP Loss: 832.759\tRange Loss: 0.000\tTV Loss: 0.367\tTotal Loss: 833.126\n\n 17%|#7 | 43/250 [00:25<02:05, 1.65it/s]\nCLIP Loss: 814.736\tRange Loss: 0.000\tTV Loss: 0.466\tTotal Loss: 815.202\n\n 18%|#7 | 44/250 [00:26<02:02, 1.68it/s]\nCLIP Loss: 822.127\tRange Loss: 0.000\tTV Loss: 0.371\tTotal Loss: 822.498\n\n 18%|#8 | 45/250 [00:27<02:01, 1.69it/s]\nCLIP Loss: 817.902\tRange Loss: 0.000\tTV Loss: 0.478\tTotal Loss: 818.380\n\n 18%|#8 | 46/250 [00:27<02:10, 1.56it/s]\nCLIP Loss: 811.950\tRange Loss: 0.000\tTV Loss: 0.303\tTotal Loss: 812.254\n\n 19%|#8 | 47/250 [00:28<02:05, 1.62it/s]\nCLIP Loss: 826.239\tRange Loss: 0.000\tTV Loss: 0.294\tTotal Loss: 826.533\n\n 19%|#9 | 48/250 [00:28<02:01, 1.66it/s]\nCLIP Loss: 820.867\tRange Loss: 0.000\tTV Loss: 0.410\tTotal Loss: 821.278\n\n 20%|#9 | 49/250 [00:29<01:58, 1.70it/s]\nCLIP Loss: 819.349\tRange Loss: 0.000\tTV Loss: 0.321\tTotal Loss: 819.669\n\n 20%|## | 50/250 [00:30<01:55, 1.72it/s]\nCLIP Loss: 809.908\tRange Loss: 0.000\tTV Loss: 0.267\tTotal Loss: 810.175\n\n 20%|## | 51/250 [00:30<02:09, 1.53it/s]\nCLIP Loss: 813.359\tRange Loss: 0.000\tTV Loss: 0.334\tTotal Loss: 813.693\n\n 21%|## | 52/250 [00:31<02:03, 1.60it/s]\nCLIP Loss: 800.608\tRange Loss: 0.000\tTV Loss: 0.277\tTotal Loss: 800.885\n\n 21%|##1 | 53/250 [00:32<01:59, 1.65it/s]\nCLIP Loss: 800.790\tRange Loss: 0.000\tTV Loss: 0.243\tTotal Loss: 801.034\n\n 22%|##1 | 54/250 [00:32<01:55, 1.69it/s]\nCLIP Loss: 807.926\tRange Loss: 0.000\tTV Loss: 0.359\tTotal Loss: 808.285\n\n 22%|##2 | 55/250 [00:33<01:53, 1.71it/s]\nCLIP Loss: 862.177\tRange Loss: 0.000\tTV Loss: 0.209\tTotal Loss: 862.386\n\n 22%|##2 | 56/250 [00:33<02:07, 1.53it/s]\nCLIP Loss: 830.991\tRange Loss: 0.000\tTV Loss: 0.245\tTotal Loss: 831.235\n\n 23%|##2 | 57/250 [00:34<02:00, 1.60it/s]\nCLIP Loss: 826.901\tRange Loss: 0.000\tTV Loss: 0.177\tTotal Loss: 827.078\n\n 23%|##3 | 58/250 [00:35<01:56, 1.65it/s]\nCLIP Loss: 803.366\tRange Loss: 0.000\tTV Loss: 0.171\tTotal Loss: 803.537\n\n 24%|##3 | 59/250 [00:35<01:53, 1.69it/s]\nCLIP Loss: 799.515\tRange Loss: 0.000\tTV Loss: 0.196\tTotal Loss: 799.711\n\n 24%|##4 | 60/250 [00:36<01:51, 1.70it/s]\nCLIP Loss: 783.438\tRange Loss: 0.000\tTV Loss: 0.178\tTotal Loss: 783.616\n\n 24%|##4 | 61/250 [00:37<02:06, 1.49it/s]\nCLIP Loss: 801.499\tRange Loss: 0.000\tTV Loss: 0.131\tTotal Loss: 801.630\n\n 25%|##4 | 62/250 [00:37<01:59, 1.57it/s]\nCLIP Loss: 784.482\tRange Loss: 0.000\tTV Loss: 0.138\tTotal Loss: 784.620\n\n 25%|##5 | 63/250 [00:38<01:54, 1.63it/s]\nCLIP Loss: 770.126\tRange Loss: 0.000\tTV Loss: 0.189\tTotal Loss: 770.315\n\n 26%|##5 | 64/250 [00:38<01:51, 1.67it/s]\nCLIP Loss: 769.611\tRange Loss: 0.000\tTV Loss: 0.200\tTotal Loss: 769.811\n\n 26%|##6 | 65/250 [00:39<01:48, 1.70it/s]\nCLIP Loss: 778.703\tRange Loss: 0.000\tTV Loss: 0.211\tTotal Loss: 778.914\n\n 26%|##6 | 66/250 [00:40<02:01, 1.51it/s]\nCLIP Loss: 758.038\tRange Loss: 0.000\tTV Loss: 0.205\tTotal Loss: 758.243\n\n 27%|##6 | 67/250 [00:40<01:55, 1.59it/s]\nCLIP Loss: 763.470\tRange Loss: 0.000\tTV Loss: 0.169\tTotal Loss: 763.639\n\n 27%|##7 | 68/250 [00:41<01:51, 1.64it/s]\nCLIP Loss: 773.536\tRange Loss: 0.000\tTV Loss: 0.223\tTotal Loss: 773.759\n\n 28%|##7 | 69/250 [00:41<01:48, 1.68it/s]\nCLIP Loss: 826.974\tRange Loss: 0.000\tTV Loss: 0.193\tTotal Loss: 827.166\n\n 28%|##8 | 70/250 [00:42<01:45, 1.71it/s]\nCLIP Loss: 808.939\tRange Loss: 0.000\tTV Loss: 0.612\tTotal Loss: 809.551\n\n 28%|##8 | 71/250 [00:43<01:58, 1.51it/s]\nCLIP Loss: 793.952\tRange Loss: 0.000\tTV Loss: 0.540\tTotal Loss: 794.492\n\n 29%|##8 | 72/250 [00:43<01:52, 1.59it/s]\nCLIP Loss: 778.805\tRange Loss: 0.000\tTV Loss: 0.695\tTotal Loss: 779.500\n\n 29%|##9 | 73/250 [00:44<01:47, 1.64it/s]\nCLIP Loss: 806.059\tRange Loss: 0.000\tTV Loss: 0.667\tTotal Loss: 806.726\n\n 30%|##9 | 74/250 [00:44<01:44, 1.69it/s]\nCLIP Loss: 814.213\tRange Loss: 0.000\tTV Loss: 0.903\tTotal Loss: 815.115\n\n 30%|### | 75/250 [00:45<01:42, 1.71it/s]\nCLIP Loss: 776.105\tRange Loss: 0.000\tTV Loss: 0.898\tTotal Loss: 777.003\n\n 30%|### | 76/250 [00:46<01:54, 1.52it/s]\nCLIP Loss: 758.072\tRange Loss: 0.000\tTV Loss: 0.845\tTotal Loss: 758.917\n\n 31%|### | 77/250 [00:46<01:48, 1.60it/s]\nCLIP Loss: 752.331\tRange Loss: 0.000\tTV Loss: 0.983\tTotal Loss: 753.315\n\n 31%|###1 | 78/250 [00:47<01:44, 1.65it/s]\nCLIP Loss: 739.661\tRange Loss: 0.000\tTV Loss: 0.895\tTotal Loss: 740.555\n\n 32%|###1 | 79/250 [00:47<01:41, 1.68it/s]\nCLIP Loss: 731.372\tRange Loss: 0.000\tTV Loss: 1.062\tTotal Loss: 732.434\n\n 32%|###2 | 80/250 [00:48<01:39, 1.72it/s]\nCLIP Loss: 735.387\tRange Loss: 0.000\tTV Loss: 0.917\tTotal Loss: 736.304\n\n 32%|###2 | 81/250 [00:49<01:52, 1.50it/s]\nCLIP Loss: 723.220\tRange Loss: 0.000\tTV Loss: 0.898\tTotal Loss: 724.118\n\n 33%|###2 | 82/250 [00:49<01:45, 1.59it/s]\nCLIP Loss: 723.985\tRange Loss: 0.000\tTV Loss: 0.881\tTotal Loss: 724.866\n\n 33%|###3 | 83/250 [00:50<01:42, 1.64it/s]\nCLIP Loss: 720.831\tRange Loss: 0.000\tTV Loss: 0.848\tTotal Loss: 721.679\n\n 34%|###3 | 84/250 [00:51<01:39, 1.67it/s]\nCLIP Loss: 724.314\tRange Loss: 0.000\tTV Loss: 0.842\tTotal Loss: 725.156\n\n 34%|###4 | 85/250 [00:51<01:37, 1.70it/s]\nCLIP Loss: 725.130\tRange Loss: 0.000\tTV Loss: 0.974\tTotal Loss: 726.104\n\n 34%|###4 | 86/250 [00:52<01:50, 1.49it/s]\nCLIP Loss: 743.675\tRange Loss: 0.000\tTV Loss: 0.849\tTotal Loss: 744.524\n\n 35%|###4 | 87/250 [00:53<01:43, 1.58it/s]\nCLIP Loss: 728.162\tRange Loss: 0.000\tTV Loss: 1.246\tTotal Loss: 729.408\n\n 35%|###5 | 88/250 [00:53<01:39, 1.63it/s]\nCLIP Loss: 716.262\tRange Loss: 0.000\tTV Loss: 1.097\tTotal Loss: 717.359\n\n 36%|###5 | 89/250 [00:54<01:35, 1.68it/s]\nCLIP Loss: 711.003\tRange Loss: 0.000\tTV Loss: 1.112\tTotal Loss: 712.114\n\n 36%|###6 | 90/250 [00:54<01:33, 1.72it/s]\nCLIP Loss: 708.601\tRange Loss: 0.000\tTV Loss: 1.267\tTotal Loss: 709.868\n\n 36%|###6 | 91/250 [00:55<01:44, 1.52it/s]\nCLIP Loss: 703.441\tRange Loss: 0.000\tTV Loss: 1.261\tTotal Loss: 704.701\n\n 37%|###6 | 92/250 [00:56<01:39, 1.58it/s]\nCLIP Loss: 705.081\tRange Loss: 0.000\tTV Loss: 1.237\tTotal Loss: 706.318\n\n 37%|###7 | 93/250 [00:56<01:35, 1.64it/s]\nCLIP Loss: 701.009\tRange Loss: 0.000\tTV Loss: 1.119\tTotal Loss: 702.128\n\n 38%|###7 | 94/250 [00:57<01:32, 1.68it/s]\nCLIP Loss: 706.110\tRange Loss: 0.000\tTV Loss: 1.258\tTotal Loss: 707.369\n\n 38%|###8 | 95/250 [00:57<01:30, 1.72it/s]\nCLIP Loss: 703.800\tRange Loss: 0.000\tTV Loss: 1.346\tTotal Loss: 705.146\n\n 38%|###8 | 96/250 [00:58<01:42, 1.51it/s]\nCLIP Loss: 695.680\tRange Loss: 0.000\tTV Loss: 1.389\tTotal Loss: 697.070\n\n 39%|###8 | 97/250 [00:59<01:37, 1.57it/s]\nCLIP Loss: 703.469\tRange Loss: 0.000\tTV Loss: 1.409\tTotal Loss: 704.878\n\n 39%|###9 | 98/250 [00:59<01:33, 1.63it/s]\nCLIP Loss: 697.115\tRange Loss: 0.000\tTV Loss: 1.504\tTotal Loss: 698.620\n\n 40%|###9 | 99/250 [01:00<01:30, 1.67it/s]\nCLIP Loss: 695.683\tRange Loss: 0.000\tTV Loss: 1.597\tTotal Loss: 697.280\n\n 40%|#### | 100/250 [01:00<01:28, 1.69it/s]\nCLIP Loss: 693.847\tRange Loss: 0.000\tTV Loss: 1.535\tTotal Loss: 695.382\n\n 40%|#### | 101/250 [01:01<01:39, 1.50it/s]\nCLIP Loss: 698.154\tRange Loss: 0.000\tTV Loss: 1.701\tTotal Loss: 699.855\n\n 41%|#### | 102/250 [01:02<01:33, 1.58it/s]\nCLIP Loss: 705.609\tRange Loss: 0.000\tTV Loss: 1.695\tTotal Loss: 707.304\n\n 41%|####1 | 103/250 [01:02<01:29, 1.64it/s]\nCLIP Loss: 699.520\tRange Loss: 0.000\tTV Loss: 1.735\tTotal Loss: 701.255\n\n 42%|####1 | 104/250 [01:03<01:26, 1.68it/s]\nCLIP Loss: 698.974\tRange Loss: 0.000\tTV Loss: 1.823\tTotal Loss: 700.797\n\n 42%|####2 | 105/250 [01:04<01:25, 1.70it/s]\nCLIP Loss: 700.586\tRange Loss: 0.000\tTV Loss: 1.769\tTotal Loss: 702.355\n\n 42%|####2 | 106/250 [01:04<01:35, 1.51it/s]\nCLIP Loss: 698.497\tRange Loss: 0.000\tTV Loss: 1.714\tTotal Loss: 700.211\n\n 43%|####2 | 107/250 [01:05<01:29, 1.60it/s]\nCLIP Loss: 698.776\tRange Loss: 0.000\tTV Loss: 1.726\tTotal Loss: 700.503\n\n 43%|####3 | 108/250 [01:05<01:25, 1.65it/s]\nCLIP Loss: 701.251\tRange Loss: 0.000\tTV Loss: 1.834\tTotal Loss: 703.086\n\n 44%|####3 | 109/250 [01:06<01:23, 1.69it/s]\nCLIP Loss: 698.096\tRange Loss: 0.000\tTV Loss: 1.870\tTotal Loss: 699.966\n\n 44%|####4 | 110/250 [01:07<01:21, 1.71it/s]\nCLIP Loss: 705.448\tRange Loss: 0.000\tTV Loss: 1.891\tTotal Loss: 707.339\n\n 44%|####4 | 111/250 [01:07<01:32, 1.50it/s]\nCLIP Loss: 705.530\tRange Loss: 0.000\tTV Loss: 2.026\tTotal Loss: 707.556\n\n 45%|####4 | 112/250 [01:08<01:26, 1.59it/s]\nCLIP Loss: 708.314\tRange Loss: 0.000\tTV Loss: 2.129\tTotal Loss: 710.443\n\n 45%|####5 | 113/250 [01:09<01:23, 1.64it/s]\nCLIP Loss: 705.674\tRange Loss: 0.000\tTV Loss: 2.212\tTotal Loss: 707.886\n\n 46%|####5 | 114/250 [01:09<01:20, 1.69it/s]\nCLIP Loss: 700.484\tRange Loss: 0.000\tTV Loss: 2.169\tTotal Loss: 702.653\n\n 46%|####6 | 115/250 [01:10<01:18, 1.71it/s]\nCLIP Loss: 700.324\tRange Loss: 0.000\tTV Loss: 2.208\tTotal Loss: 702.532\n\n 46%|####6 | 116/250 [01:10<01:27, 1.52it/s]\nCLIP Loss: 706.570\tRange Loss: 0.000\tTV Loss: 2.312\tTotal Loss: 708.882\n\n 47%|####6 | 117/250 [01:11<01:22, 1.60it/s]\nCLIP Loss: 702.744\tRange Loss: 0.000\tTV Loss: 2.282\tTotal Loss: 705.026\n\n 47%|####7 | 118/250 [01:12<01:19, 1.66it/s]\nCLIP Loss: 701.901\tRange Loss: 0.000\tTV Loss: 2.437\tTotal Loss: 704.338\n\n 48%|####7 | 119/250 [01:12<01:17, 1.69it/s]\nCLIP Loss: 708.847\tRange Loss: 0.000\tTV Loss: 2.482\tTotal Loss: 711.330\n\n 48%|####8 | 120/250 [01:13<01:15, 1.72it/s]\nCLIP Loss: 709.409\tRange Loss: 0.000\tTV Loss: 2.512\tTotal Loss: 711.920\n\n 48%|####8 | 121/250 [01:14<01:25, 1.51it/s]\nCLIP Loss: 707.135\tRange Loss: 0.000\tTV Loss: 2.764\tTotal Loss: 709.899\n\n 49%|####8 | 122/250 [01:14<01:20, 1.58it/s]\nCLIP Loss: 710.910\tRange Loss: 0.000\tTV Loss: 2.815\tTotal Loss: 713.725\n\n 49%|####9 | 123/250 [01:15<01:17, 1.64it/s]\nCLIP Loss: 704.196\tRange Loss: 0.000\tTV Loss: 2.913\tTotal Loss: 707.109\n\n 50%|####9 | 124/250 [01:15<01:14, 1.69it/s]\nCLIP Loss: 703.382\tRange Loss: 0.000\tTV Loss: 3.080\tTotal Loss: 706.462\n\n 50%|##### | 125/250 [01:16<01:12, 1.71it/s]\nCLIP Loss: 706.398\tRange Loss: 0.000\tTV Loss: 3.330\tTotal Loss: 709.728\n\n 50%|##### | 126/250 [01:17<01:22, 1.50it/s]\nCLIP Loss: 702.682\tRange Loss: 0.000\tTV Loss: 3.593\tTotal Loss: 706.276\n\n 51%|##### | 127/250 [01:17<01:17, 1.58it/s]\nCLIP Loss: 709.431\tRange Loss: 0.000\tTV Loss: 3.803\tTotal Loss: 713.235\n\n 51%|#####1 | 128/250 [01:18<01:14, 1.64it/s]\nCLIP Loss: 716.324\tRange Loss: 0.000\tTV Loss: 3.963\tTotal Loss: 720.287\n\n 52%|#####1 | 129/250 [01:18<01:11, 1.69it/s]\nCLIP Loss: 712.292\tRange Loss: 0.000\tTV Loss: 4.151\tTotal Loss: 716.443\n\n 52%|#####2 | 130/250 [01:19<01:09, 1.72it/s]\nCLIP Loss: 711.237\tRange Loss: 0.000\tTV Loss: 4.488\tTotal Loss: 715.725\n\n 52%|#####2 | 131/250 [01:20<01:17, 1.53it/s]\nCLIP Loss: 705.959\tRange Loss: 0.000\tTV Loss: 4.683\tTotal Loss: 710.642\n\n 53%|#####2 | 132/250 [01:20<01:13, 1.60it/s]\nCLIP Loss: 706.984\tRange Loss: 0.000\tTV Loss: 4.908\tTotal Loss: 711.892\n\n 53%|#####3 | 133/250 [01:21<01:10, 1.65it/s]\nCLIP Loss: 712.153\tRange Loss: 0.000\tTV Loss: 5.086\tTotal Loss: 717.238\n\n 54%|#####3 | 134/250 [01:21<01:08, 1.69it/s]\nCLIP Loss: 724.736\tRange Loss: 0.000\tTV Loss: 5.332\tTotal Loss: 730.068\n\n 54%|#####4 | 135/250 [01:22<01:07, 1.71it/s]\nCLIP Loss: 725.548\tRange Loss: 0.000\tTV Loss: 5.592\tTotal Loss: 731.140\n\n 54%|#####4 | 136/250 [01:23<01:15, 1.51it/s]\nCLIP Loss: 719.425\tRange Loss: 0.000\tTV Loss: 5.820\tTotal Loss: 725.245\n\n 55%|#####4 | 137/250 [01:23<01:11, 1.58it/s]\nCLIP Loss: 719.223\tRange Loss: 0.000\tTV Loss: 6.080\tTotal Loss: 725.303\n\n 55%|#####5 | 138/250 [01:24<01:08, 1.63it/s]\nCLIP Loss: 713.510\tRange Loss: 0.000\tTV Loss: 6.264\tTotal Loss: 719.774\n\n 56%|#####5 | 139/250 [01:24<01:06, 1.68it/s]\nCLIP Loss: 717.175\tRange Loss: 0.000\tTV Loss: 6.477\tTotal Loss: 723.652\n\n 56%|#####6 | 140/250 [01:25<01:04, 1.70it/s]\nCLIP Loss: 713.571\tRange Loss: 0.000\tTV Loss: 6.729\tTotal Loss: 720.300\n\n 56%|#####6 | 141/250 [01:26<01:11, 1.53it/s]\nCLIP Loss: 712.134\tRange Loss: 0.000\tTV Loss: 6.982\tTotal Loss: 719.116\n\n 57%|#####6 | 142/250 [01:26<01:07, 1.61it/s]\nCLIP Loss: 716.031\tRange Loss: 0.000\tTV Loss: 7.227\tTotal Loss: 723.258\n\n 57%|#####7 | 143/250 [01:27<01:04, 1.65it/s]\nCLIP Loss: 713.984\tRange Loss: 0.000\tTV Loss: 7.413\tTotal Loss: 721.397\n\n 58%|#####7 | 144/250 [01:28<01:02, 1.69it/s]\nCLIP Loss: 710.680\tRange Loss: 0.000\tTV Loss: 7.767\tTotal Loss: 718.447\n\n 58%|#####8 | 145/250 [01:28<01:00, 1.72it/s]\nCLIP Loss: 710.118\tRange Loss: 0.000\tTV Loss: 8.048\tTotal Loss: 718.166\n\n 58%|#####8 | 146/250 [01:29<01:07, 1.54it/s]\nCLIP Loss: 704.544\tRange Loss: 0.000\tTV Loss: 8.368\tTotal Loss: 712.912\n\n 59%|#####8 | 147/250 [01:29<01:03, 1.61it/s]\nCLIP Loss: 711.671\tRange Loss: 0.000\tTV Loss: 8.892\tTotal Loss: 720.563\n\n 59%|#####9 | 148/250 [01:30<01:01, 1.66it/s]\nCLIP Loss: 712.159\tRange Loss: 0.000\tTV Loss: 9.312\tTotal Loss: 721.470\n\n 60%|#####9 | 149/250 [01:31<00:59, 1.70it/s]\nCLIP Loss: 717.421\tRange Loss: 0.000\tTV Loss: 9.543\tTotal Loss: 726.965\n\n 60%|###### | 150/250 [01:31<00:58, 1.72it/s]\nCLIP Loss: 706.822\tRange Loss: 0.000\tTV Loss: 10.112\tTotal Loss: 716.933\n\n 60%|###### | 151/250 [01:32<01:06, 1.50it/s]\nCLIP Loss: 710.724\tRange Loss: 0.000\tTV Loss: 10.380\tTotal Loss: 721.104\n\n 61%|###### | 152/250 [01:33<01:02, 1.57it/s]\nCLIP Loss: 714.723\tRange Loss: 0.000\tTV Loss: 10.755\tTotal Loss: 725.478\n\n 61%|######1 | 153/250 [01:33<00:59, 1.63it/s]\nCLIP Loss: 710.691\tRange Loss: 0.000\tTV Loss: 11.159\tTotal Loss: 721.850\n\n 62%|######1 | 154/250 [01:34<00:57, 1.67it/s]\nCLIP Loss: 712.950\tRange Loss: 0.000\tTV Loss: 11.603\tTotal Loss: 724.553\n\n 62%|######2 | 155/250 [01:34<00:55, 1.71it/s]\nCLIP Loss: 708.545\tRange Loss: 0.000\tTV Loss: 12.058\tTotal Loss: 720.603\n\n 62%|######2 | 156/250 [01:35<01:01, 1.53it/s]\nCLIP Loss: 710.313\tRange Loss: 0.000\tTV Loss: 12.495\tTotal Loss: 722.807\n\n 63%|######2 | 157/250 [01:36<00:58, 1.60it/s]\nCLIP Loss: 710.221\tRange Loss: 0.000\tTV Loss: 13.029\tTotal Loss: 723.250\n\n 63%|######3 | 158/250 [01:36<00:56, 1.64it/s]\nCLIP Loss: 711.245\tRange Loss: 0.000\tTV Loss: 13.444\tTotal Loss: 724.689\n\n 64%|######3 | 159/250 [01:37<00:54, 1.68it/s]\nCLIP Loss: 722.348\tRange Loss: 0.000\tTV Loss: 14.125\tTotal Loss: 736.473\n\n 64%|######4 | 160/250 [01:37<00:52, 1.71it/s]\nCLIP Loss: 713.985\tRange Loss: 0.000\tTV Loss: 14.599\tTotal Loss: 728.585\n\n 64%|######4 | 161/250 [01:38<00:58, 1.52it/s]\nCLIP Loss: 717.087\tRange Loss: 0.000\tTV Loss: 15.121\tTotal Loss: 732.208\n\n 65%|######4 | 162/250 [01:39<00:54, 1.60it/s]\nCLIP Loss: 710.470\tRange Loss: 0.000\tTV Loss: 15.643\tTotal Loss: 726.113\n\n 65%|######5 | 163/250 [01:39<00:52, 1.65it/s]\nCLIP Loss: 725.147\tRange Loss: 0.000\tTV Loss: 16.275\tTotal Loss: 741.422\n\n 66%|######5 | 164/250 [01:40<00:50, 1.69it/s]\nCLIP Loss: 711.755\tRange Loss: 0.000\tTV Loss: 17.007\tTotal Loss: 728.762\n\n 66%|######6 | 165/250 [01:40<00:49, 1.71it/s]\nCLIP Loss: 707.594\tRange Loss: 0.000\tTV Loss: 17.918\tTotal Loss: 725.512\n\n 66%|######6 | 166/250 [01:41<00:54, 1.55it/s]\nCLIP Loss: 710.674\tRange Loss: 0.000\tTV Loss: 18.520\tTotal Loss: 729.194\n\n 67%|######6 | 167/250 [01:42<00:51, 1.62it/s]\nCLIP Loss: 718.293\tRange Loss: 0.000\tTV Loss: 19.240\tTotal Loss: 737.533\n\n 67%|######7 | 168/250 [01:42<00:49, 1.67it/s]\nCLIP Loss: 712.274\tRange Loss: 0.000\tTV Loss: 19.927\tTotal Loss: 732.201\n\n 68%|######7 | 169/250 [01:43<00:47, 1.71it/s]\nCLIP Loss: 713.228\tRange Loss: 0.000\tTV Loss: 20.591\tTotal Loss: 733.819\n\n 68%|######8 | 170/250 [01:43<00:46, 1.73it/s]\nCLIP Loss: 706.935\tRange Loss: 0.000\tTV Loss: 21.393\tTotal Loss: 728.327\n\n 68%|######8 | 171/250 [01:44<00:50, 1.56it/s]\nCLIP Loss: 712.820\tRange Loss: 0.000\tTV Loss: 22.320\tTotal Loss: 735.140\n\n 69%|######8 | 172/250 [01:45<00:47, 1.63it/s]\nCLIP Loss: 712.191\tRange Loss: 0.000\tTV Loss: 23.191\tTotal Loss: 735.382\n\n 69%|######9 | 173/250 [01:45<00:45, 1.68it/s]\nCLIP Loss: 707.834\tRange Loss: 0.000\tTV Loss: 23.866\tTotal Loss: 731.701\n\n 70%|######9 | 174/250 [01:46<00:44, 1.71it/s]\nCLIP Loss: 714.031\tRange Loss: 0.000\tTV Loss: 24.679\tTotal Loss: 738.710\n\n 70%|####### | 175/250 [01:46<00:43, 1.74it/s]\nCLIP Loss: 718.854\tRange Loss: 0.000\tTV Loss: 25.386\tTotal Loss: 744.240\n\n 70%|####### | 176/250 [01:47<00:47, 1.56it/s]\nCLIP Loss: 713.552\tRange Loss: 0.000\tTV Loss: 26.194\tTotal Loss: 739.747\n\n 71%|####### | 177/250 [01:48<00:45, 1.62it/s]\nCLIP Loss: 711.198\tRange Loss: 0.000\tTV Loss: 27.228\tTotal Loss: 738.426\n\n 71%|#######1 | 178/250 [01:48<00:43, 1.67it/s]\nCLIP Loss: 710.119\tRange Loss: 0.000\tTV Loss: 27.938\tTotal Loss: 738.058\n\n 72%|#######1 | 179/250 [01:49<00:41, 1.71it/s]\nCLIP Loss: 718.642\tRange Loss: 0.000\tTV Loss: 28.849\tTotal Loss: 747.491\n\n 72%|#######2 | 180/250 [01:49<00:40, 1.74it/s]\nCLIP Loss: 709.876\tRange Loss: 0.000\tTV Loss: 29.913\tTotal Loss: 739.789\n\n 72%|#######2 | 181/250 [01:50<00:44, 1.54it/s]\nCLIP Loss: 714.786\tRange Loss: 0.000\tTV Loss: 30.647\tTotal Loss: 745.433\n\n 73%|#######2 | 182/250 [01:51<00:42, 1.61it/s]\nCLIP Loss: 720.014\tRange Loss: 0.000\tTV Loss: 31.580\tTotal Loss: 751.594\n\n 73%|#######3 | 183/250 [01:51<00:40, 1.65it/s]\nCLIP Loss: 715.633\tRange Loss: 0.000\tTV Loss: 32.328\tTotal Loss: 747.961\n\n 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s]\nCLIP Loss: 713.015\tRange Loss: 0.000\tTV Loss: 33.154\tTotal Loss: 746.169\n\n 74%|#######4 | 185/250 [01:52<00:37, 1.73it/s]\nCLIP Loss: 712.933\tRange Loss: 0.000\tTV Loss: 34.016\tTotal Loss: 746.948\n\n 74%|#######4 | 186/250 [01:53<00:41, 1.54it/s]\nCLIP Loss: 711.043\tRange Loss: 0.000\tTV Loss: 35.078\tTotal Loss: 746.121\n\n 75%|#######4 | 187/250 [01:54<00:39, 1.61it/s]\nCLIP Loss: 715.150\tRange Loss: 0.000\tTV Loss: 35.893\tTotal Loss: 751.042\n\n 75%|#######5 | 188/250 [01:54<00:37, 1.66it/s]\nCLIP Loss: 712.620\tRange Loss: 0.000\tTV Loss: 36.850\tTotal Loss: 749.470\n\n 76%|#######5 | 189/250 [01:55<00:36, 1.69it/s]\nCLIP Loss: 715.617\tRange Loss: 0.000\tTV Loss: 37.740\tTotal Loss: 753.357\n\n 76%|#######6 | 190/250 [01:56<00:35, 1.71it/s]\nCLIP Loss: 708.781\tRange Loss: 0.000\tTV Loss: 38.587\tTotal Loss: 747.368\n\n 76%|#######6 | 191/250 [01:56<00:40, 1.47it/s]\nCLIP Loss: 713.845\tRange Loss: 0.000\tTV Loss: 39.588\tTotal Loss: 753.433\n\n 77%|#######6 | 192/250 [01:57<00:37, 1.56it/s]\nCLIP Loss: 711.982\tRange Loss: 0.000\tTV Loss: 40.486\tTotal Loss: 752.469\n\n 77%|#######7 | 193/250 [01:58<00:35, 1.62it/s]\nCLIP Loss: 707.416\tRange Loss: 0.000\tTV Loss: 41.347\tTotal Loss: 748.763\n\n 78%|#######7 | 194/250 [01:58<00:33, 1.67it/s]\nCLIP Loss: 708.688\tRange Loss: 0.000\tTV Loss: 42.175\tTotal Loss: 750.863\n\n 78%|#######8 | 195/250 [01:59<00:32, 1.70it/s]\nCLIP Loss: 714.297\tRange Loss: 0.000\tTV Loss: 42.998\tTotal Loss: 757.295\n\n 78%|#######8 | 196/250 [01:59<00:35, 1.54it/s]\nCLIP Loss: 712.036\tRange Loss: 0.000\tTV Loss: 43.739\tTotal Loss: 755.775\n\n 79%|#######8 | 197/250 [02:00<00:32, 1.61it/s]\nCLIP Loss: 718.086\tRange Loss: 0.000\tTV Loss: 44.503\tTotal Loss: 762.589\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s]\nCLIP Loss: 708.279\tRange Loss: 0.000\tTV Loss: 45.275\tTotal Loss: 753.554\n\n 80%|#######9 | 199/250 [02:01<00:30, 1.69it/s]\nCLIP Loss: 708.918\tRange Loss: 0.000\tTV Loss: 45.844\tTotal Loss: 754.762\n\n 80%|######## | 200/250 [02:02<00:29, 1.70it/s]\nCLIP Loss: 705.557\tRange Loss: 0.000\tTV Loss: 46.205\tTotal Loss: 751.762\n\n 80%|######## | 201/250 [02:03<00:31, 1.54it/s]\nCLIP Loss: 709.484\tRange Loss: 0.000\tTV Loss: 46.803\tTotal Loss: 756.287\n\n 81%|######## | 202/250 [02:03<00:29, 1.61it/s]\nCLIP Loss: 709.141\tRange Loss: 0.000\tTV Loss: 47.234\tTotal Loss: 756.375\n\n 81%|########1 | 203/250 [02:04<00:28, 1.66it/s]\nCLIP Loss: 709.939\tRange Loss: 0.000\tTV Loss: 47.687\tTotal Loss: 757.625\n\n 82%|########1 | 204/250 [02:04<00:26, 1.70it/s]\nCLIP Loss: 706.101\tRange Loss: 0.000\tTV Loss: 47.986\tTotal Loss: 754.087\n\n 82%|########2 | 205/250 [02:05<00:26, 1.72it/s]\nCLIP Loss: 709.106\tRange Loss: 0.000\tTV Loss: 48.276\tTotal Loss: 757.382\n\n 82%|########2 | 206/250 [02:06<00:28, 1.55it/s]\nCLIP Loss: 709.705\tRange Loss: 0.000\tTV Loss: 48.363\tTotal Loss: 758.068\n\n 83%|########2 | 207/250 [02:06<00:26, 1.61it/s]\nCLIP Loss: 702.704\tRange Loss: 0.000\tTV Loss: 48.423\tTotal Loss: 751.126\n\n 83%|########3 | 208/250 [02:07<00:25, 1.65it/s]\nCLIP Loss: 707.609\tRange Loss: 0.000\tTV Loss: 48.642\tTotal Loss: 756.251\n\n 84%|########3 | 209/250 [02:07<00:24, 1.68it/s]\nCLIP Loss: 709.362\tRange Loss: 0.000\tTV Loss: 48.677\tTotal Loss: 758.039\n\n 84%|########4 | 210/250 [02:08<00:23, 1.71it/s]\nCLIP Loss: 712.953\tRange Loss: 0.000\tTV Loss: 48.878\tTotal Loss: 761.832\n\n 84%|########4 | 211/250 [02:09<00:25, 1.52it/s]\nCLIP Loss: 714.133\tRange Loss: 0.000\tTV Loss: 48.885\tTotal Loss: 763.018\n\n 85%|########4 | 212/250 [02:09<00:23, 1.60it/s]\nCLIP Loss: 704.363\tRange Loss: 0.000\tTV Loss: 48.756\tTotal Loss: 753.119\n\n 85%|########5 | 213/250 [02:10<00:22, 1.64it/s]\nCLIP Loss: 713.236\tRange Loss: 0.000\tTV Loss: 48.624\tTotal Loss: 761.860\n\n 86%|########5 | 214/250 [02:10<00:21, 1.68it/s]\nCLIP Loss: 707.404\tRange Loss: 0.000\tTV Loss: 48.453\tTotal Loss: 755.857\n\n 86%|########6 | 215/250 [02:11<00:20, 1.70it/s]\nCLIP Loss: 709.441\tRange Loss: 0.000\tTV Loss: 48.094\tTotal Loss: 757.535\n\n 86%|########6 | 216/250 [02:12<00:21, 1.55it/s]\nCLIP Loss: 702.767\tRange Loss: 0.000\tTV Loss: 47.746\tTotal Loss: 750.513\n\n 87%|########6 | 217/250 [02:12<00:20, 1.62it/s]\nCLIP Loss: 703.315\tRange Loss: 0.000\tTV Loss: 47.266\tTotal Loss: 750.582\n\n 87%|########7 | 218/250 [02:13<00:19, 1.66it/s]\nCLIP Loss: 702.802\tRange Loss: 0.000\tTV Loss: 46.709\tTotal Loss: 749.510\n\n 88%|########7 | 219/250 [02:13<00:18, 1.69it/s]\nCLIP Loss: 703.838\tRange Loss: 0.000\tTV Loss: 46.191\tTotal Loss: 750.029\n\n 88%|########8 | 220/250 [02:14<00:17, 1.71it/s]\nCLIP Loss: 705.507\tRange Loss: 0.000\tTV Loss: 45.662\tTotal Loss: 751.169\n\n 88%|########8 | 221/250 [02:15<00:19, 1.48it/s]\nCLIP Loss: 700.594\tRange Loss: 0.000\tTV Loss: 44.908\tTotal Loss: 745.503\n\n 89%|########8 | 222/250 [02:15<00:17, 1.56it/s]\nCLIP Loss: 707.106\tRange Loss: 0.000\tTV Loss: 44.133\tTotal Loss: 751.239\n\n 89%|########9 | 223/250 [02:16<00:16, 1.62it/s]\nCLIP Loss: 700.862\tRange Loss: 0.000\tTV Loss: 43.352\tTotal Loss: 744.214\n\n 90%|########9 | 224/250 [02:16<00:15, 1.68it/s]\nCLIP Loss: 704.789\tRange Loss: 0.000\tTV Loss: 42.468\tTotal Loss: 747.257\n\n 90%|######### | 225/250 [02:17<00:14, 1.70it/s]\nCLIP Loss: 705.695\tRange Loss: 0.000\tTV Loss: 41.520\tTotal Loss: 747.215\n\n 90%|######### | 226/250 [02:18<00:15, 1.53it/s]\nCLIP Loss: 704.904\tRange Loss: 0.000\tTV Loss: 40.499\tTotal Loss: 745.403\n\n 91%|######### | 227/250 [02:18<00:14, 1.61it/s]\nCLIP Loss: 696.509\tRange Loss: 0.000\tTV Loss: 39.454\tTotal Loss: 735.963\n\n 91%|#########1| 228/250 [02:19<00:13, 1.66it/s]\nCLIP Loss: 703.690\tRange Loss: 0.000\tTV Loss: 38.302\tTotal Loss: 741.992\n\n 92%|#########1| 229/250 [02:20<00:12, 1.70it/s]\nCLIP Loss: 700.902\tRange Loss: 0.000\tTV Loss: 37.052\tTotal Loss: 737.954\n\n 92%|#########2| 230/250 [02:20<00:11, 1.73it/s]\nCLIP Loss: 702.000\tRange Loss: 0.000\tTV Loss: 35.855\tTotal Loss: 737.855\n\n 92%|#########2| 231/250 [02:21<00:12, 1.57it/s]\nCLIP Loss: 702.588\tRange Loss: 0.000\tTV Loss: 34.608\tTotal Loss: 737.196\n\n 93%|#########2| 232/250 [02:21<00:10, 1.64it/s]\nCLIP Loss: 705.994\tRange Loss: 0.000\tTV Loss: 33.329\tTotal Loss: 739.323\n\n 93%|#########3| 233/250 [02:22<00:10, 1.69it/s]\nCLIP Loss: 705.428\tRange Loss: 0.000\tTV Loss: 32.028\tTotal Loss: 737.456\n\n 94%|#########3| 234/250 [02:22<00:09, 1.72it/s]\nCLIP Loss: 697.889\tRange Loss: 0.000\tTV Loss: 30.676\tTotal Loss: 728.565\n\n 94%|#########3| 235/250 [02:23<00:08, 1.75it/s]\nCLIP Loss: 701.613\tRange Loss: 0.000\tTV Loss: 29.330\tTotal Loss: 730.943\n\n 94%|#########4| 236/250 [02:24<00:08, 1.59it/s]\nCLIP Loss: 708.510\tRange Loss: 0.000\tTV Loss: 27.937\tTotal Loss: 736.447\n\n 95%|#########4| 237/250 [02:24<00:07, 1.65it/s]\nCLIP Loss: 710.853\tRange Loss: 0.000\tTV Loss: 26.589\tTotal Loss: 737.442\n\n 95%|#########5| 238/250 [02:25<00:07, 1.69it/s]\nCLIP Loss: 703.707\tRange Loss: 0.000\tTV Loss: 25.246\tTotal Loss: 728.953\n\n 96%|#########5| 239/250 [02:25<00:06, 1.72it/s]\nCLIP Loss: 704.370\tRange Loss: 0.000\tTV Loss: 23.998\tTotal Loss: 728.368\n\n 96%|#########6| 240/250 [02:26<00:05, 1.75it/s]\nCLIP Loss: 702.788\tRange Loss: 0.000\tTV Loss: 22.757\tTotal Loss: 725.545\n\n 96%|#########6| 241/250 [02:27<00:05, 1.60it/s]\nCLIP Loss: 700.655\tRange Loss: 0.000\tTV Loss: 21.586\tTotal Loss: 722.241\n\n 97%|#########6| 242/250 [02:27<00:04, 1.65it/s]\nCLIP Loss: 705.153\tRange Loss: 0.000\tTV Loss: 20.467\tTotal Loss: 725.620\n\n 97%|#########7| 243/250 [02:28<00:04, 1.70it/s]\nCLIP Loss: 701.200\tRange Loss: 0.000\tTV Loss: 19.389\tTotal Loss: 720.589\n\n 98%|#########7| 244/250 [02:28<00:03, 1.73it/s]\nCLIP Loss: 702.931\tRange Loss: 0.000\tTV Loss: 18.399\tTotal Loss: 721.331\n\n 98%|#########8| 245/250 [02:29<00:02, 1.74it/s]\nCLIP Loss: 703.554\tRange Loss: 0.000\tTV Loss: 17.491\tTotal Loss: 721.045\n\n 98%|#########8| 246/250 [02:30<00:02, 1.58it/s]\nCLIP Loss: 700.846\tRange Loss: 0.000\tTV Loss: 16.690\tTotal Loss: 717.536\n\n 99%|#########8| 247/250 [02:30<00:01, 1.64it/s]\nCLIP Loss: 703.343\tRange Loss: 0.000\tTV Loss: 16.042\tTotal Loss: 719.385\n\n 99%|#########9| 248/250 [02:31<00:01, 1.69it/s]\nCLIP Loss: 699.425\tRange Loss: 0.000\tTV Loss: 15.544\tTotal Loss: 714.969\n\n100%|#########9| 249/250 [02:31<00:00, 1.73it/s]\nCLIP Loss: 689.077\tRange Loss: 0.000\tTV Loss: 15.163\tTotal Loss: 704.241\n\n100%|##########| 250/250 [02:32<00:00, 1.57it/s]\n\n100%|##########| 250/250 [02:32<00:00, 1.64it/s]", "metrics": { "total_time": 153.927779 }, "output": [ { "file": "https://replicate.delivery/mgxm/f4bc96e8-56d7-45a8-899a-96528817b467/0000.png" }, { "file": "https://replicate.delivery/mgxm/8e0f0689-2f56-4114-84c8-ccdb655f46eb/0005.png" }, { "file": "https://replicate.delivery/mgxm/32646899-2ba9-45e9-aaff-98eb85b280ae/0010.png" }, { "file": "https://replicate.delivery/mgxm/26b857ab-7b32-4949-a5db-8bec5feec7fe/0015.png" }, { "file": "https://replicate.delivery/mgxm/46bc804d-227b-4337-8bbc-2ddc1e870939/0020.png" }, { "file": "https://replicate.delivery/mgxm/607969b3-fb88-4054-b381-b25d3f4b5aef/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 963.758 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 971.838 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:48, 1.48it/s] CLIP Loss: 939.480 Range Loss: 0.006 TV Loss: 6.190 Total Loss: 945.676 1%| | 2/250 [00:01<02:29, 1.66it/s] CLIP Loss: 937.135 Range Loss: 0.002 TV Loss: 5.179 Total Loss: 942.316 1%|1 | 3/250 [00:01<02:23, 1.72it/s] CLIP Loss: 937.812 Range Loss: 0.003 TV Loss: 5.294 Total Loss: 943.110 2%|1 | 4/250 [00:02<02:20, 1.76it/s] CLIP Loss: 933.818 Range Loss: 0.001 TV Loss: 4.133 Total Loss: 937.952 2%|2 | 5/250 [00:02<02:18, 1.77it/s] CLIP Loss: 930.456 Range Loss: 0.000 TV Loss: 3.575 Total Loss: 934.031 2%|2 | 6/250 [00:03<02:32, 1.60it/s] CLIP Loss: 928.851 Range Loss: 0.000 TV Loss: 3.229 Total Loss: 932.081 3%|2 | 7/250 [00:04<02:25, 1.66it/s] CLIP Loss: 934.791 Range Loss: 0.000 TV Loss: 3.101 Total Loss: 937.892 3%|3 | 8/250 [00:04<02:24, 1.68it/s] CLIP Loss: 929.852 Range Loss: 0.000 TV Loss: 3.317 Total Loss: 933.169 4%|3 | 9/250 [00:05<02:21, 1.70it/s] CLIP Loss: 923.410 Range Loss: 0.001 TV Loss: 2.572 Total Loss: 925.982 4%|4 | 10/250 [00:05<02:18, 1.73it/s] CLIP Loss: 915.108 Range Loss: 0.000 TV Loss: 2.746 Total Loss: 917.854 4%|4 | 11/250 [00:06<02:30, 1.59it/s] CLIP Loss: 916.202 Range Loss: 0.000 TV Loss: 2.518 Total Loss: 918.720 5%|4 | 12/250 [00:07<02:23, 1.65it/s] CLIP Loss: 920.704 Range Loss: 0.000 TV Loss: 2.572 Total Loss: 923.276 5%|5 | 13/250 [00:07<02:20, 1.69it/s] CLIP Loss: 914.923 Range Loss: 0.000 TV Loss: 2.607 Total Loss: 917.530 6%|5 | 14/250 [00:08<02:18, 1.71it/s] CLIP Loss: 909.661 Range Loss: 0.000 TV Loss: 1.836 Total Loss: 911.498 6%|6 | 15/250 [00:08<02:15, 1.73it/s] CLIP Loss: 907.362 Range Loss: 0.000 TV Loss: 3.096 Total Loss: 910.458 6%|6 | 16/250 [00:09<02:26, 1.60it/s] CLIP Loss: 902.626 Range Loss: 0.000 TV Loss: 2.088 Total Loss: 904.714 7%|6 | 17/250 [00:10<02:20, 1.66it/s] CLIP Loss: 893.550 Range Loss: 0.000 TV Loss: 2.273 Total Loss: 895.823 7%|7 | 18/250 [00:10<02:17, 1.69it/s] CLIP Loss: 896.719 Range Loss: 0.000 TV Loss: 1.753 Total Loss: 898.472 8%|7 | 19/250 [00:11<02:15, 1.71it/s] CLIP Loss: 892.062 Range Loss: 0.000 TV Loss: 1.726 Total Loss: 893.788 8%|8 | 20/250 [00:11<02:12, 1.73it/s] CLIP Loss: 879.899 Range Loss: 0.000 TV Loss: 1.473 Total Loss: 881.372 8%|8 | 21/250 [00:12<02:26, 1.57it/s] CLIP Loss: 881.579 Range Loss: 0.000 TV Loss: 1.303 Total Loss: 882.882 9%|8 | 22/250 [00:13<02:20, 1.63it/s] CLIP Loss: 887.139 Range Loss: 0.000 TV Loss: 1.175 Total Loss: 888.314 9%|9 | 23/250 [00:13<02:15, 1.67it/s] CLIP Loss: 868.051 Range Loss: 0.000 TV Loss: 1.620 Total Loss: 869.671 10%|9 | 24/250 [00:14<02:12, 1.70it/s] CLIP Loss: 867.878 Range Loss: 0.000 TV Loss: 1.720 Total Loss: 869.598 10%|# | 25/250 [00:14<02:10, 1.72it/s] CLIP Loss: 871.153 Range Loss: 0.000 TV Loss: 1.158 Total Loss: 872.311 10%|# | 26/250 [00:15<02:23, 1.57it/s] CLIP Loss: 859.249 Range Loss: 0.000 TV Loss: 1.433 Total Loss: 860.682 11%|# | 27/250 [00:16<02:16, 1.63it/s] CLIP Loss: 864.781 Range Loss: 0.000 TV Loss: 0.799 Total Loss: 865.580 11%|#1 | 28/250 [00:16<02:12, 1.67it/s] CLIP Loss: 855.437 Range Loss: 0.000 TV Loss: 1.201 Total Loss: 856.638 12%|#1 | 29/250 [00:17<02:09, 1.71it/s] CLIP Loss: 851.602 Range Loss: 0.000 TV Loss: 0.822 Total Loss: 852.424 12%|#2 | 30/250 [00:17<02:06, 1.74it/s] CLIP Loss: 857.154 Range Loss: 0.000 TV Loss: 0.871 Total Loss: 858.025 12%|#2 | 31/250 [00:18<02:17, 1.60it/s] CLIP Loss: 853.208 Range Loss: 0.000 TV Loss: 0.730 Total Loss: 853.938 13%|#2 | 32/250 [00:19<02:13, 1.63it/s] CLIP Loss: 844.702 Range Loss: 0.000 TV Loss: 0.918 Total Loss: 845.620 13%|#3 | 33/250 [00:19<02:09, 1.67it/s] CLIP Loss: 852.570 Range Loss: 0.000 TV Loss: 0.496 Total Loss: 853.065 14%|#3 | 34/250 [00:20<02:06, 1.70it/s] CLIP Loss: 853.225 Range Loss: 0.000 TV Loss: 0.874 Total Loss: 854.099 14%|#4 | 35/250 [00:20<02:05, 1.71it/s] CLIP Loss: 850.533 Range Loss: 0.000 TV Loss: 0.454 Total Loss: 850.986 14%|#4 | 36/250 [00:21<02:18, 1.54it/s] CLIP Loss: 832.195 Range Loss: 0.000 TV Loss: 0.664 Total Loss: 832.859 15%|#4 | 37/250 [00:22<02:13, 1.60it/s] CLIP Loss: 823.583 Range Loss: 0.000 TV Loss: 0.397 Total Loss: 823.979 15%|#5 | 38/250 [00:22<02:10, 1.62it/s] CLIP Loss: 813.801 Range Loss: 0.000 TV Loss: 0.373 Total Loss: 814.174 16%|#5 | 39/250 [00:23<02:06, 1.67it/s] CLIP Loss: 820.667 Range Loss: 0.000 TV Loss: 0.317 Total Loss: 820.984 16%|#6 | 40/250 [00:23<02:03, 1.70it/s] CLIP Loss: 819.512 Range Loss: 0.000 TV Loss: 0.406 Total Loss: 819.918 16%|#6 | 41/250 [00:24<02:15, 1.54it/s] CLIP Loss: 828.276 Range Loss: 0.000 TV Loss: 0.436 Total Loss: 828.712 17%|#6 | 42/250 [00:25<02:10, 1.59it/s] CLIP Loss: 832.759 Range Loss: 0.000 TV Loss: 0.367 Total Loss: 833.126 17%|#7 | 43/250 [00:25<02:05, 1.65it/s] CLIP Loss: 814.736 Range Loss: 0.000 TV Loss: 0.466 Total Loss: 815.202 18%|#7 | 44/250 [00:26<02:02, 1.68it/s] CLIP Loss: 822.127 Range Loss: 0.000 TV Loss: 0.371 Total Loss: 822.498 18%|#8 | 45/250 [00:27<02:01, 1.69it/s] CLIP Loss: 817.902 Range Loss: 0.000 TV Loss: 0.478 Total Loss: 818.380 18%|#8 | 46/250 [00:27<02:10, 1.56it/s] CLIP Loss: 811.950 Range Loss: 0.000 TV Loss: 0.303 Total Loss: 812.254 19%|#8 | 47/250 [00:28<02:05, 1.62it/s] CLIP Loss: 826.239 Range Loss: 0.000 TV Loss: 0.294 Total Loss: 826.533 19%|#9 | 48/250 [00:28<02:01, 1.66it/s] CLIP Loss: 820.867 Range Loss: 0.000 TV Loss: 0.410 Total Loss: 821.278 20%|#9 | 49/250 [00:29<01:58, 1.70it/s] CLIP Loss: 819.349 Range Loss: 0.000 TV Loss: 0.321 Total Loss: 819.669 20%|## | 50/250 [00:30<01:55, 1.72it/s] CLIP Loss: 809.908 Range Loss: 0.000 TV Loss: 0.267 Total Loss: 810.175 20%|## | 51/250 [00:30<02:09, 1.53it/s] CLIP Loss: 813.359 Range Loss: 0.000 TV Loss: 0.334 Total Loss: 813.693 21%|## | 52/250 [00:31<02:03, 1.60it/s] CLIP Loss: 800.608 Range Loss: 0.000 TV Loss: 0.277 Total Loss: 800.885 21%|##1 | 53/250 [00:32<01:59, 1.65it/s] CLIP Loss: 800.790 Range Loss: 0.000 TV Loss: 0.243 Total Loss: 801.034 22%|##1 | 54/250 [00:32<01:55, 1.69it/s] CLIP Loss: 807.926 Range Loss: 0.000 TV Loss: 0.359 Total Loss: 808.285 22%|##2 | 55/250 [00:33<01:53, 1.71it/s] CLIP Loss: 862.177 Range Loss: 0.000 TV Loss: 0.209 Total Loss: 862.386 22%|##2 | 56/250 [00:33<02:07, 1.53it/s] CLIP Loss: 830.991 Range Loss: 0.000 TV Loss: 0.245 Total Loss: 831.235 23%|##2 | 57/250 [00:34<02:00, 1.60it/s] CLIP Loss: 826.901 Range Loss: 0.000 TV Loss: 0.177 Total Loss: 827.078 23%|##3 | 58/250 [00:35<01:56, 1.65it/s] CLIP Loss: 803.366 Range Loss: 0.000 TV Loss: 0.171 Total Loss: 803.537 24%|##3 | 59/250 [00:35<01:53, 1.69it/s] CLIP Loss: 799.515 Range Loss: 0.000 TV Loss: 0.196 Total Loss: 799.711 24%|##4 | 60/250 [00:36<01:51, 1.70it/s] CLIP Loss: 783.438 Range Loss: 0.000 TV Loss: 0.178 Total Loss: 783.616 24%|##4 | 61/250 [00:37<02:06, 1.49it/s] CLIP Loss: 801.499 Range Loss: 0.000 TV Loss: 0.131 Total Loss: 801.630 25%|##4 | 62/250 [00:37<01:59, 1.57it/s] CLIP Loss: 784.482 Range Loss: 0.000 TV Loss: 0.138 Total Loss: 784.620 25%|##5 | 63/250 [00:38<01:54, 1.63it/s] CLIP Loss: 770.126 Range Loss: 0.000 TV Loss: 0.189 Total Loss: 770.315 26%|##5 | 64/250 [00:38<01:51, 1.67it/s] CLIP Loss: 769.611 Range Loss: 0.000 TV Loss: 0.200 Total Loss: 769.811 26%|##6 | 65/250 [00:39<01:48, 1.70it/s] CLIP Loss: 778.703 Range Loss: 0.000 TV Loss: 0.211 Total Loss: 778.914 26%|##6 | 66/250 [00:40<02:01, 1.51it/s] CLIP Loss: 758.038 Range Loss: 0.000 TV Loss: 0.205 Total Loss: 758.243 27%|##6 | 67/250 [00:40<01:55, 1.59it/s] CLIP Loss: 763.470 Range Loss: 0.000 TV Loss: 0.169 Total Loss: 763.639 27%|##7 | 68/250 [00:41<01:51, 1.64it/s] CLIP Loss: 773.536 Range Loss: 0.000 TV Loss: 0.223 Total Loss: 773.759 28%|##7 | 69/250 [00:41<01:48, 1.68it/s] CLIP Loss: 826.974 Range Loss: 0.000 TV Loss: 0.193 Total Loss: 827.166 28%|##8 | 70/250 [00:42<01:45, 1.71it/s] CLIP Loss: 808.939 Range Loss: 0.000 TV Loss: 0.612 Total Loss: 809.551 28%|##8 | 71/250 [00:43<01:58, 1.51it/s] CLIP Loss: 793.952 Range Loss: 0.000 TV Loss: 0.540 Total Loss: 794.492 29%|##8 | 72/250 [00:43<01:52, 1.59it/s] CLIP Loss: 778.805 Range Loss: 0.000 TV Loss: 0.695 Total Loss: 779.500 29%|##9 | 73/250 [00:44<01:47, 1.64it/s] CLIP Loss: 806.059 Range Loss: 0.000 TV Loss: 0.667 Total Loss: 806.726 30%|##9 | 74/250 [00:44<01:44, 1.69it/s] CLIP Loss: 814.213 Range Loss: 0.000 TV Loss: 0.903 Total Loss: 815.115 30%|### | 75/250 [00:45<01:42, 1.71it/s] CLIP Loss: 776.105 Range Loss: 0.000 TV Loss: 0.898 Total Loss: 777.003 30%|### | 76/250 [00:46<01:54, 1.52it/s] CLIP Loss: 758.072 Range Loss: 0.000 TV Loss: 0.845 Total Loss: 758.917 31%|### | 77/250 [00:46<01:48, 1.60it/s] CLIP Loss: 752.331 Range Loss: 0.000 TV Loss: 0.983 Total Loss: 753.315 31%|###1 | 78/250 [00:47<01:44, 1.65it/s] CLIP Loss: 739.661 Range Loss: 0.000 TV Loss: 0.895 Total Loss: 740.555 32%|###1 | 79/250 [00:47<01:41, 1.68it/s] CLIP Loss: 731.372 Range Loss: 0.000 TV Loss: 1.062 Total Loss: 732.434 32%|###2 | 80/250 [00:48<01:39, 1.72it/s] CLIP Loss: 735.387 Range Loss: 0.000 TV Loss: 0.917 Total Loss: 736.304 32%|###2 | 81/250 [00:49<01:52, 1.50it/s] CLIP Loss: 723.220 Range Loss: 0.000 TV Loss: 0.898 Total Loss: 724.118 33%|###2 | 82/250 [00:49<01:45, 1.59it/s] CLIP Loss: 723.985 Range Loss: 0.000 TV Loss: 0.881 Total Loss: 724.866 33%|###3 | 83/250 [00:50<01:42, 1.64it/s] CLIP Loss: 720.831 Range Loss: 0.000 TV Loss: 0.848 Total Loss: 721.679 34%|###3 | 84/250 [00:51<01:39, 1.67it/s] CLIP Loss: 724.314 Range Loss: 0.000 TV Loss: 0.842 Total Loss: 725.156 34%|###4 | 85/250 [00:51<01:37, 1.70it/s] CLIP Loss: 725.130 Range Loss: 0.000 TV Loss: 0.974 Total Loss: 726.104 34%|###4 | 86/250 [00:52<01:50, 1.49it/s] CLIP Loss: 743.675 Range Loss: 0.000 TV Loss: 0.849 Total Loss: 744.524 35%|###4 | 87/250 [00:53<01:43, 1.58it/s] CLIP Loss: 728.162 Range Loss: 0.000 TV Loss: 1.246 Total Loss: 729.408 35%|###5 | 88/250 [00:53<01:39, 1.63it/s] CLIP Loss: 716.262 Range Loss: 0.000 TV Loss: 1.097 Total Loss: 717.359 36%|###5 | 89/250 [00:54<01:35, 1.68it/s] CLIP Loss: 711.003 Range Loss: 0.000 TV Loss: 1.112 Total Loss: 712.114 36%|###6 | 90/250 [00:54<01:33, 1.72it/s] CLIP Loss: 708.601 Range Loss: 0.000 TV Loss: 1.267 Total Loss: 709.868 36%|###6 | 91/250 [00:55<01:44, 1.52it/s] CLIP Loss: 703.441 Range Loss: 0.000 TV Loss: 1.261 Total Loss: 704.701 37%|###6 | 92/250 [00:56<01:39, 1.58it/s] CLIP Loss: 705.081 Range Loss: 0.000 TV Loss: 1.237 Total Loss: 706.318 37%|###7 | 93/250 [00:56<01:35, 1.64it/s] CLIP Loss: 701.009 Range Loss: 0.000 TV Loss: 1.119 Total Loss: 702.128 38%|###7 | 94/250 [00:57<01:32, 1.68it/s] CLIP Loss: 706.110 Range Loss: 0.000 TV Loss: 1.258 Total Loss: 707.369 38%|###8 | 95/250 [00:57<01:30, 1.72it/s] CLIP Loss: 703.800 Range Loss: 0.000 TV Loss: 1.346 Total Loss: 705.146 38%|###8 | 96/250 [00:58<01:42, 1.51it/s] CLIP Loss: 695.680 Range Loss: 0.000 TV Loss: 1.389 Total Loss: 697.070 39%|###8 | 97/250 [00:59<01:37, 1.57it/s] CLIP Loss: 703.469 Range Loss: 0.000 TV Loss: 1.409 Total Loss: 704.878 39%|###9 | 98/250 [00:59<01:33, 1.63it/s] CLIP Loss: 697.115 Range Loss: 0.000 TV Loss: 1.504 Total Loss: 698.620 40%|###9 | 99/250 [01:00<01:30, 1.67it/s] CLIP Loss: 695.683 Range Loss: 0.000 TV Loss: 1.597 Total Loss: 697.280 40%|#### | 100/250 [01:00<01:28, 1.69it/s] CLIP Loss: 693.847 Range Loss: 0.000 TV Loss: 1.535 Total Loss: 695.382 40%|#### | 101/250 [01:01<01:39, 1.50it/s] CLIP Loss: 698.154 Range Loss: 0.000 TV Loss: 1.701 Total Loss: 699.855 41%|#### | 102/250 [01:02<01:33, 1.58it/s] CLIP Loss: 705.609 Range Loss: 0.000 TV Loss: 1.695 Total Loss: 707.304 41%|####1 | 103/250 [01:02<01:29, 1.64it/s] CLIP Loss: 699.520 Range Loss: 0.000 TV Loss: 1.735 Total Loss: 701.255 42%|####1 | 104/250 [01:03<01:26, 1.68it/s] CLIP Loss: 698.974 Range Loss: 0.000 TV Loss: 1.823 Total Loss: 700.797 42%|####2 | 105/250 [01:04<01:25, 1.70it/s] CLIP Loss: 700.586 Range Loss: 0.000 TV Loss: 1.769 Total Loss: 702.355 42%|####2 | 106/250 [01:04<01:35, 1.51it/s] CLIP Loss: 698.497 Range Loss: 0.000 TV Loss: 1.714 Total Loss: 700.211 43%|####2 | 107/250 [01:05<01:29, 1.60it/s] CLIP Loss: 698.776 Range Loss: 0.000 TV Loss: 1.726 Total Loss: 700.503 43%|####3 | 108/250 [01:05<01:25, 1.65it/s] CLIP Loss: 701.251 Range Loss: 0.000 TV Loss: 1.834 Total Loss: 703.086 44%|####3 | 109/250 [01:06<01:23, 1.69it/s] CLIP Loss: 698.096 Range Loss: 0.000 TV Loss: 1.870 Total Loss: 699.966 44%|####4 | 110/250 [01:07<01:21, 1.71it/s] CLIP Loss: 705.448 Range Loss: 0.000 TV Loss: 1.891 Total Loss: 707.339 44%|####4 | 111/250 [01:07<01:32, 1.50it/s] CLIP Loss: 705.530 Range Loss: 0.000 TV Loss: 2.026 Total Loss: 707.556 45%|####4 | 112/250 [01:08<01:26, 1.59it/s] CLIP Loss: 708.314 Range Loss: 0.000 TV Loss: 2.129 Total Loss: 710.443 45%|####5 | 113/250 [01:09<01:23, 1.64it/s] CLIP Loss: 705.674 Range Loss: 0.000 TV Loss: 2.212 Total Loss: 707.886 46%|####5 | 114/250 [01:09<01:20, 1.69it/s] CLIP Loss: 700.484 Range Loss: 0.000 TV Loss: 2.169 Total Loss: 702.653 46%|####6 | 115/250 [01:10<01:18, 1.71it/s] CLIP Loss: 700.324 Range Loss: 0.000 TV Loss: 2.208 Total Loss: 702.532 46%|####6 | 116/250 [01:10<01:27, 1.52it/s] CLIP Loss: 706.570 Range Loss: 0.000 TV Loss: 2.312 Total Loss: 708.882 47%|####6 | 117/250 [01:11<01:22, 1.60it/s] CLIP Loss: 702.744 Range Loss: 0.000 TV Loss: 2.282 Total Loss: 705.026 47%|####7 | 118/250 [01:12<01:19, 1.66it/s] CLIP Loss: 701.901 Range Loss: 0.000 TV Loss: 2.437 Total Loss: 704.338 48%|####7 | 119/250 [01:12<01:17, 1.69it/s] CLIP Loss: 708.847 Range Loss: 0.000 TV Loss: 2.482 Total Loss: 711.330 48%|####8 | 120/250 [01:13<01:15, 1.72it/s] CLIP Loss: 709.409 Range Loss: 0.000 TV Loss: 2.512 Total Loss: 711.920 48%|####8 | 121/250 [01:14<01:25, 1.51it/s] CLIP Loss: 707.135 Range Loss: 0.000 TV Loss: 2.764 Total Loss: 709.899 49%|####8 | 122/250 [01:14<01:20, 1.58it/s] CLIP Loss: 710.910 Range Loss: 0.000 TV Loss: 2.815 Total Loss: 713.725 49%|####9 | 123/250 [01:15<01:17, 1.64it/s] CLIP Loss: 704.196 Range Loss: 0.000 TV Loss: 2.913 Total Loss: 707.109 50%|####9 | 124/250 [01:15<01:14, 1.69it/s] CLIP Loss: 703.382 Range Loss: 0.000 TV Loss: 3.080 Total Loss: 706.462 50%|##### | 125/250 [01:16<01:12, 1.71it/s] CLIP Loss: 706.398 Range Loss: 0.000 TV Loss: 3.330 Total Loss: 709.728 50%|##### | 126/250 [01:17<01:22, 1.50it/s] CLIP Loss: 702.682 Range Loss: 0.000 TV Loss: 3.593 Total Loss: 706.276 51%|##### | 127/250 [01:17<01:17, 1.58it/s] CLIP Loss: 709.431 Range Loss: 0.000 TV Loss: 3.803 Total Loss: 713.235 51%|#####1 | 128/250 [01:18<01:14, 1.64it/s] CLIP Loss: 716.324 Range Loss: 0.000 TV Loss: 3.963 Total Loss: 720.287 52%|#####1 | 129/250 [01:18<01:11, 1.69it/s] CLIP Loss: 712.292 Range Loss: 0.000 TV Loss: 4.151 Total Loss: 716.443 52%|#####2 | 130/250 [01:19<01:09, 1.72it/s] CLIP Loss: 711.237 Range Loss: 0.000 TV Loss: 4.488 Total Loss: 715.725 52%|#####2 | 131/250 [01:20<01:17, 1.53it/s] CLIP Loss: 705.959 Range Loss: 0.000 TV Loss: 4.683 Total Loss: 710.642 53%|#####2 | 132/250 [01:20<01:13, 1.60it/s] CLIP Loss: 706.984 Range Loss: 0.000 TV Loss: 4.908 Total Loss: 711.892 53%|#####3 | 133/250 [01:21<01:10, 1.65it/s] CLIP Loss: 712.153 Range Loss: 0.000 TV Loss: 5.086 Total Loss: 717.238 54%|#####3 | 134/250 [01:21<01:08, 1.69it/s] CLIP Loss: 724.736 Range Loss: 0.000 TV Loss: 5.332 Total Loss: 730.068 54%|#####4 | 135/250 [01:22<01:07, 1.71it/s] CLIP Loss: 725.548 Range Loss: 0.000 TV Loss: 5.592 Total Loss: 731.140 54%|#####4 | 136/250 [01:23<01:15, 1.51it/s] CLIP Loss: 719.425 Range Loss: 0.000 TV Loss: 5.820 Total Loss: 725.245 55%|#####4 | 137/250 [01:23<01:11, 1.58it/s] CLIP Loss: 719.223 Range Loss: 0.000 TV Loss: 6.080 Total Loss: 725.303 55%|#####5 | 138/250 [01:24<01:08, 1.63it/s] CLIP Loss: 713.510 Range Loss: 0.000 TV Loss: 6.264 Total Loss: 719.774 56%|#####5 | 139/250 [01:24<01:06, 1.68it/s] CLIP Loss: 717.175 Range Loss: 0.000 TV Loss: 6.477 Total Loss: 723.652 56%|#####6 | 140/250 [01:25<01:04, 1.70it/s] CLIP Loss: 713.571 Range Loss: 0.000 TV Loss: 6.729 Total Loss: 720.300 56%|#####6 | 141/250 [01:26<01:11, 1.53it/s] CLIP Loss: 712.134 Range Loss: 0.000 TV Loss: 6.982 Total Loss: 719.116 57%|#####6 | 142/250 [01:26<01:07, 1.61it/s] CLIP Loss: 716.031 Range Loss: 0.000 TV Loss: 7.227 Total Loss: 723.258 57%|#####7 | 143/250 [01:27<01:04, 1.65it/s] CLIP Loss: 713.984 Range Loss: 0.000 TV Loss: 7.413 Total Loss: 721.397 58%|#####7 | 144/250 [01:28<01:02, 1.69it/s] CLIP Loss: 710.680 Range Loss: 0.000 TV Loss: 7.767 Total Loss: 718.447 58%|#####8 | 145/250 [01:28<01:00, 1.72it/s] CLIP Loss: 710.118 Range Loss: 0.000 TV Loss: 8.048 Total Loss: 718.166 58%|#####8 | 146/250 [01:29<01:07, 1.54it/s] CLIP Loss: 704.544 Range Loss: 0.000 TV Loss: 8.368 Total Loss: 712.912 59%|#####8 | 147/250 [01:29<01:03, 1.61it/s] CLIP Loss: 711.671 Range Loss: 0.000 TV Loss: 8.892 Total Loss: 720.563 59%|#####9 | 148/250 [01:30<01:01, 1.66it/s] CLIP Loss: 712.159 Range Loss: 0.000 TV Loss: 9.312 Total Loss: 721.470 60%|#####9 | 149/250 [01:31<00:59, 1.70it/s] CLIP Loss: 717.421 Range Loss: 0.000 TV Loss: 9.543 Total Loss: 726.965 60%|###### | 150/250 [01:31<00:58, 1.72it/s] CLIP Loss: 706.822 Range Loss: 0.000 TV Loss: 10.112 Total Loss: 716.933 60%|###### | 151/250 [01:32<01:06, 1.50it/s] CLIP Loss: 710.724 Range Loss: 0.000 TV Loss: 10.380 Total Loss: 721.104 61%|###### | 152/250 [01:33<01:02, 1.57it/s] CLIP Loss: 714.723 Range Loss: 0.000 TV Loss: 10.755 Total Loss: 725.478 61%|######1 | 153/250 [01:33<00:59, 1.63it/s] CLIP Loss: 710.691 Range Loss: 0.000 TV Loss: 11.159 Total Loss: 721.850 62%|######1 | 154/250 [01:34<00:57, 1.67it/s] CLIP Loss: 712.950 Range Loss: 0.000 TV Loss: 11.603 Total Loss: 724.553 62%|######2 | 155/250 [01:34<00:55, 1.71it/s] CLIP Loss: 708.545 Range Loss: 0.000 TV Loss: 12.058 Total Loss: 720.603 62%|######2 | 156/250 [01:35<01:01, 1.53it/s] CLIP Loss: 710.313 Range Loss: 0.000 TV Loss: 12.495 Total Loss: 722.807 63%|######2 | 157/250 [01:36<00:58, 1.60it/s] CLIP Loss: 710.221 Range Loss: 0.000 TV Loss: 13.029 Total Loss: 723.250 63%|######3 | 158/250 [01:36<00:56, 1.64it/s] CLIP Loss: 711.245 Range Loss: 0.000 TV Loss: 13.444 Total Loss: 724.689 64%|######3 | 159/250 [01:37<00:54, 1.68it/s] CLIP Loss: 722.348 Range Loss: 0.000 TV Loss: 14.125 Total Loss: 736.473 64%|######4 | 160/250 [01:37<00:52, 1.71it/s] CLIP Loss: 713.985 Range Loss: 0.000 TV Loss: 14.599 Total Loss: 728.585 64%|######4 | 161/250 [01:38<00:58, 1.52it/s] CLIP Loss: 717.087 Range Loss: 0.000 TV Loss: 15.121 Total Loss: 732.208 65%|######4 | 162/250 [01:39<00:54, 1.60it/s] CLIP Loss: 710.470 Range Loss: 0.000 TV Loss: 15.643 Total Loss: 726.113 65%|######5 | 163/250 [01:39<00:52, 1.65it/s] CLIP Loss: 725.147 Range Loss: 0.000 TV Loss: 16.275 Total Loss: 741.422 66%|######5 | 164/250 [01:40<00:50, 1.69it/s] CLIP Loss: 711.755 Range Loss: 0.000 TV Loss: 17.007 Total Loss: 728.762 66%|######6 | 165/250 [01:40<00:49, 1.71it/s] CLIP Loss: 707.594 Range Loss: 0.000 TV Loss: 17.918 Total Loss: 725.512 66%|######6 | 166/250 [01:41<00:54, 1.55it/s] CLIP Loss: 710.674 Range Loss: 0.000 TV Loss: 18.520 Total Loss: 729.194 67%|######6 | 167/250 [01:42<00:51, 1.62it/s] CLIP Loss: 718.293 Range Loss: 0.000 TV Loss: 19.240 Total Loss: 737.533 67%|######7 | 168/250 [01:42<00:49, 1.67it/s] CLIP Loss: 712.274 Range Loss: 0.000 TV Loss: 19.927 Total Loss: 732.201 68%|######7 | 169/250 [01:43<00:47, 1.71it/s] CLIP Loss: 713.228 Range Loss: 0.000 TV Loss: 20.591 Total Loss: 733.819 68%|######8 | 170/250 [01:43<00:46, 1.73it/s] CLIP Loss: 706.935 Range Loss: 0.000 TV Loss: 21.393 Total Loss: 728.327 68%|######8 | 171/250 [01:44<00:50, 1.56it/s] CLIP Loss: 712.820 Range Loss: 0.000 TV Loss: 22.320 Total Loss: 735.140 69%|######8 | 172/250 [01:45<00:47, 1.63it/s] CLIP Loss: 712.191 Range Loss: 0.000 TV Loss: 23.191 Total Loss: 735.382 69%|######9 | 173/250 [01:45<00:45, 1.68it/s] CLIP Loss: 707.834 Range Loss: 0.000 TV Loss: 23.866 Total Loss: 731.701 70%|######9 | 174/250 [01:46<00:44, 1.71it/s] CLIP Loss: 714.031 Range Loss: 0.000 TV Loss: 24.679 Total Loss: 738.710 70%|####### | 175/250 [01:46<00:43, 1.74it/s] CLIP Loss: 718.854 Range Loss: 0.000 TV Loss: 25.386 Total Loss: 744.240 70%|####### | 176/250 [01:47<00:47, 1.56it/s] CLIP Loss: 713.552 Range Loss: 0.000 TV Loss: 26.194 Total Loss: 739.747 71%|####### | 177/250 [01:48<00:45, 1.62it/s] CLIP Loss: 711.198 Range Loss: 0.000 TV Loss: 27.228 Total Loss: 738.426 71%|#######1 | 178/250 [01:48<00:43, 1.67it/s] CLIP Loss: 710.119 Range Loss: 0.000 TV Loss: 27.938 Total Loss: 738.058 72%|#######1 | 179/250 [01:49<00:41, 1.71it/s] CLIP Loss: 718.642 Range Loss: 0.000 TV Loss: 28.849 Total Loss: 747.491 72%|#######2 | 180/250 [01:49<00:40, 1.74it/s] CLIP Loss: 709.876 Range Loss: 0.000 TV Loss: 29.913 Total Loss: 739.789 72%|#######2 | 181/250 [01:50<00:44, 1.54it/s] CLIP Loss: 714.786 Range Loss: 0.000 TV Loss: 30.647 Total Loss: 745.433 73%|#######2 | 182/250 [01:51<00:42, 1.61it/s] CLIP Loss: 720.014 Range Loss: 0.000 TV Loss: 31.580 Total Loss: 751.594 73%|#######3 | 183/250 [01:51<00:40, 1.65it/s] CLIP Loss: 715.633 Range Loss: 0.000 TV Loss: 32.328 Total Loss: 747.961 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s] CLIP Loss: 713.015 Range Loss: 0.000 TV Loss: 33.154 Total Loss: 746.169 74%|#######4 | 185/250 [01:52<00:37, 1.73it/s] CLIP Loss: 712.933 Range Loss: 0.000 TV Loss: 34.016 Total Loss: 746.948 74%|#######4 | 186/250 [01:53<00:41, 1.54it/s] CLIP Loss: 711.043 Range Loss: 0.000 TV Loss: 35.078 Total Loss: 746.121 75%|#######4 | 187/250 [01:54<00:39, 1.61it/s] CLIP Loss: 715.150 Range Loss: 0.000 TV Loss: 35.893 Total Loss: 751.042 75%|#######5 | 188/250 [01:54<00:37, 1.66it/s] CLIP Loss: 712.620 Range Loss: 0.000 TV Loss: 36.850 Total Loss: 749.470 76%|#######5 | 189/250 [01:55<00:36, 1.69it/s] CLIP Loss: 715.617 Range Loss: 0.000 TV Loss: 37.740 Total Loss: 753.357 76%|#######6 | 190/250 [01:56<00:35, 1.71it/s] CLIP Loss: 708.781 Range Loss: 0.000 TV Loss: 38.587 Total Loss: 747.368 76%|#######6 | 191/250 [01:56<00:40, 1.47it/s] CLIP Loss: 713.845 Range Loss: 0.000 TV Loss: 39.588 Total Loss: 753.433 77%|#######6 | 192/250 [01:57<00:37, 1.56it/s] CLIP Loss: 711.982 Range Loss: 0.000 TV Loss: 40.486 Total Loss: 752.469 77%|#######7 | 193/250 [01:58<00:35, 1.62it/s] CLIP Loss: 707.416 Range Loss: 0.000 TV Loss: 41.347 Total Loss: 748.763 78%|#######7 | 194/250 [01:58<00:33, 1.67it/s] CLIP Loss: 708.688 Range Loss: 0.000 TV Loss: 42.175 Total Loss: 750.863 78%|#######8 | 195/250 [01:59<00:32, 1.70it/s] CLIP Loss: 714.297 Range Loss: 0.000 TV Loss: 42.998 Total Loss: 757.295 78%|#######8 | 196/250 [01:59<00:35, 1.54it/s] CLIP Loss: 712.036 Range Loss: 0.000 TV Loss: 43.739 Total Loss: 755.775 79%|#######8 | 197/250 [02:00<00:32, 1.61it/s] CLIP Loss: 718.086 Range Loss: 0.000 TV Loss: 44.503 Total Loss: 762.589 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s] CLIP Loss: 708.279 Range Loss: 0.000 TV Loss: 45.275 Total Loss: 753.554 80%|#######9 | 199/250 [02:01<00:30, 1.69it/s] CLIP Loss: 708.918 Range Loss: 0.000 TV Loss: 45.844 Total Loss: 754.762 80%|######## | 200/250 [02:02<00:29, 1.70it/s] CLIP Loss: 705.557 Range Loss: 0.000 TV Loss: 46.205 Total Loss: 751.762 80%|######## | 201/250 [02:03<00:31, 1.54it/s] CLIP Loss: 709.484 Range Loss: 0.000 TV Loss: 46.803 Total Loss: 756.287 81%|######## | 202/250 [02:03<00:29, 1.61it/s] CLIP Loss: 709.141 Range Loss: 0.000 TV Loss: 47.234 Total Loss: 756.375 81%|########1 | 203/250 [02:04<00:28, 1.66it/s] CLIP Loss: 709.939 Range Loss: 0.000 TV Loss: 47.687 Total Loss: 757.625 82%|########1 | 204/250 [02:04<00:26, 1.70it/s] CLIP Loss: 706.101 Range Loss: 0.000 TV Loss: 47.986 Total Loss: 754.087 82%|########2 | 205/250 [02:05<00:26, 1.72it/s] CLIP Loss: 709.106 Range Loss: 0.000 TV Loss: 48.276 Total Loss: 757.382 82%|########2 | 206/250 [02:06<00:28, 1.55it/s] CLIP Loss: 709.705 Range Loss: 0.000 TV Loss: 48.363 Total Loss: 758.068 83%|########2 | 207/250 [02:06<00:26, 1.61it/s] CLIP Loss: 702.704 Range Loss: 0.000 TV Loss: 48.423 Total Loss: 751.126 83%|########3 | 208/250 [02:07<00:25, 1.65it/s] CLIP Loss: 707.609 Range Loss: 0.000 TV Loss: 48.642 Total Loss: 756.251 84%|########3 | 209/250 [02:07<00:24, 1.68it/s] CLIP Loss: 709.362 Range Loss: 0.000 TV Loss: 48.677 Total Loss: 758.039 84%|########4 | 210/250 [02:08<00:23, 1.71it/s] CLIP Loss: 712.953 Range Loss: 0.000 TV Loss: 48.878 Total Loss: 761.832 84%|########4 | 211/250 [02:09<00:25, 1.52it/s] CLIP Loss: 714.133 Range Loss: 0.000 TV Loss: 48.885 Total Loss: 763.018 85%|########4 | 212/250 [02:09<00:23, 1.60it/s] CLIP Loss: 704.363 Range Loss: 0.000 TV Loss: 48.756 Total Loss: 753.119 85%|########5 | 213/250 [02:10<00:22, 1.64it/s] CLIP Loss: 713.236 Range Loss: 0.000 TV Loss: 48.624 Total Loss: 761.860 86%|########5 | 214/250 [02:10<00:21, 1.68it/s] CLIP Loss: 707.404 Range Loss: 0.000 TV Loss: 48.453 Total Loss: 755.857 86%|########6 | 215/250 [02:11<00:20, 1.70it/s] CLIP Loss: 709.441 Range Loss: 0.000 TV Loss: 48.094 Total Loss: 757.535 86%|########6 | 216/250 [02:12<00:21, 1.55it/s] CLIP Loss: 702.767 Range Loss: 0.000 TV Loss: 47.746 Total Loss: 750.513 87%|########6 | 217/250 [02:12<00:20, 1.62it/s] CLIP Loss: 703.315 Range Loss: 0.000 TV Loss: 47.266 Total Loss: 750.582 87%|########7 | 218/250 [02:13<00:19, 1.66it/s] CLIP Loss: 702.802 Range Loss: 0.000 TV Loss: 46.709 Total Loss: 749.510 88%|########7 | 219/250 [02:13<00:18, 1.69it/s] CLIP Loss: 703.838 Range Loss: 0.000 TV Loss: 46.191 Total Loss: 750.029 88%|########8 | 220/250 [02:14<00:17, 1.71it/s] CLIP Loss: 705.507 Range Loss: 0.000 TV Loss: 45.662 Total Loss: 751.169 88%|########8 | 221/250 [02:15<00:19, 1.48it/s] CLIP Loss: 700.594 Range Loss: 0.000 TV Loss: 44.908 Total Loss: 745.503 89%|########8 | 222/250 [02:15<00:17, 1.56it/s] CLIP Loss: 707.106 Range Loss: 0.000 TV Loss: 44.133 Total Loss: 751.239 89%|########9 | 223/250 [02:16<00:16, 1.62it/s] CLIP Loss: 700.862 Range Loss: 0.000 TV Loss: 43.352 Total Loss: 744.214 90%|########9 | 224/250 [02:16<00:15, 1.68it/s] CLIP Loss: 704.789 Range Loss: 0.000 TV Loss: 42.468 Total Loss: 747.257 90%|######### | 225/250 [02:17<00:14, 1.70it/s] CLIP Loss: 705.695 Range Loss: 0.000 TV Loss: 41.520 Total Loss: 747.215 90%|######### | 226/250 [02:18<00:15, 1.53it/s] CLIP Loss: 704.904 Range Loss: 0.000 TV Loss: 40.499 Total Loss: 745.403 91%|######### | 227/250 [02:18<00:14, 1.61it/s] CLIP Loss: 696.509 Range Loss: 0.000 TV Loss: 39.454 Total Loss: 735.963 91%|#########1| 228/250 [02:19<00:13, 1.66it/s] CLIP Loss: 703.690 Range Loss: 0.000 TV Loss: 38.302 Total Loss: 741.992 92%|#########1| 229/250 [02:20<00:12, 1.70it/s] CLIP Loss: 700.902 Range Loss: 0.000 TV Loss: 37.052 Total Loss: 737.954 92%|#########2| 230/250 [02:20<00:11, 1.73it/s] CLIP Loss: 702.000 Range Loss: 0.000 TV Loss: 35.855 Total Loss: 737.855 92%|#########2| 231/250 [02:21<00:12, 1.57it/s] CLIP Loss: 702.588 Range Loss: 0.000 TV Loss: 34.608 Total Loss: 737.196 93%|#########2| 232/250 [02:21<00:10, 1.64it/s] CLIP Loss: 705.994 Range Loss: 0.000 TV Loss: 33.329 Total Loss: 739.323 93%|#########3| 233/250 [02:22<00:10, 1.69it/s] CLIP Loss: 705.428 Range Loss: 0.000 TV Loss: 32.028 Total Loss: 737.456 94%|#########3| 234/250 [02:22<00:09, 1.72it/s] CLIP Loss: 697.889 Range Loss: 0.000 TV Loss: 30.676 Total Loss: 728.565 94%|#########3| 235/250 [02:23<00:08, 1.75it/s] CLIP Loss: 701.613 Range Loss: 0.000 TV Loss: 29.330 Total Loss: 730.943 94%|#########4| 236/250 [02:24<00:08, 1.59it/s] CLIP Loss: 708.510 Range Loss: 0.000 TV Loss: 27.937 Total Loss: 736.447 95%|#########4| 237/250 [02:24<00:07, 1.65it/s] CLIP Loss: 710.853 Range Loss: 0.000 TV Loss: 26.589 Total Loss: 737.442 95%|#########5| 238/250 [02:25<00:07, 1.69it/s] CLIP Loss: 703.707 Range Loss: 0.000 TV Loss: 25.246 Total Loss: 728.953 96%|#########5| 239/250 [02:25<00:06, 1.72it/s] CLIP Loss: 704.370 Range Loss: 0.000 TV Loss: 23.998 Total Loss: 728.368 96%|#########6| 240/250 [02:26<00:05, 1.75it/s] CLIP Loss: 702.788 Range Loss: 0.000 TV Loss: 22.757 Total Loss: 725.545 96%|#########6| 241/250 [02:27<00:05, 1.60it/s] CLIP Loss: 700.655 Range Loss: 0.000 TV Loss: 21.586 Total Loss: 722.241 97%|#########6| 242/250 [02:27<00:04, 1.65it/s] CLIP Loss: 705.153 Range Loss: 0.000 TV Loss: 20.467 Total Loss: 725.620 97%|#########7| 243/250 [02:28<00:04, 1.70it/s] CLIP Loss: 701.200 Range Loss: 0.000 TV Loss: 19.389 Total Loss: 720.589 98%|#########7| 244/250 [02:28<00:03, 1.73it/s] CLIP Loss: 702.931 Range Loss: 0.000 TV Loss: 18.399 Total Loss: 721.331 98%|#########8| 245/250 [02:29<00:02, 1.74it/s] CLIP Loss: 703.554 Range Loss: 0.000 TV Loss: 17.491 Total Loss: 721.045 98%|#########8| 246/250 [02:30<00:02, 1.58it/s] CLIP Loss: 700.846 Range Loss: 0.000 TV Loss: 16.690 Total Loss: 717.536 99%|#########8| 247/250 [02:30<00:01, 1.64it/s] CLIP Loss: 703.343 Range Loss: 0.000 TV Loss: 16.042 Total Loss: 719.385 99%|#########9| 248/250 [02:31<00:01, 1.69it/s] CLIP Loss: 699.425 Range Loss: 0.000 TV Loss: 15.544 Total Loss: 714.969 100%|#########9| 249/250 [02:31<00:00, 1.73it/s] CLIP Loss: 689.077 Range Loss: 0.000 TV Loss: 15.163 Total Loss: 704.241 100%|##########| 250/250 [02:32<00:00, 1.57it/s] 100%|##########| 250/250 [02:32<00:00, 1.64it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDdbu4sq6hlnhxvcdy52qrktdnr4StatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of the city streets of Moscow, taken during the day
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a photo of the city streets of Moscow, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of the city streets of Moscow, taken during the day", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of the city streets of Moscow, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of the city streets of Moscow, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of the city streets of Moscow, taken during the day"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of the city streets of Moscow, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:48:01.243425Z", "created_at": "2021-10-15T14:45:26.530889Z", "data_removed": false, "error": null, "id": "dbu4sq6hlnhxvcdy52qrktdnr4", "input": { "seed": "0", "prompt": "a photo of the city streets of Moscow, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 960.106\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 968.186\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:40, 1.55it/s]\nCLIP Loss: 933.808\tRange Loss: 0.003\tTV Loss: 5.976\tTotal Loss: 939.787\n\n 1%| | 2/250 [00:01<02:24, 1.71it/s]\nCLIP Loss: 930.235\tRange Loss: 0.003\tTV Loss: 5.511\tTotal Loss: 935.750\n\n 1%|1 | 3/250 [00:01<02:20, 1.76it/s]\nCLIP Loss: 930.996\tRange Loss: 0.004\tTV Loss: 5.431\tTotal Loss: 936.432\n\n 2%|1 | 4/250 [00:02<02:17, 1.79it/s]\nCLIP Loss: 931.170\tRange Loss: 0.001\tTV Loss: 4.576\tTotal Loss: 935.746\n\n 2%|2 | 5/250 [00:02<02:16, 1.79it/s]\nCLIP Loss: 925.981\tRange Loss: 0.000\tTV Loss: 4.167\tTotal Loss: 930.149\n\n 2%|2 | 6/250 [00:03<02:32, 1.60it/s]\nCLIP Loss: 923.757\tRange Loss: 0.000\tTV Loss: 3.436\tTotal Loss: 927.193\n\n 3%|2 | 7/250 [00:04<02:25, 1.67it/s]\nCLIP Loss: 926.342\tRange Loss: 0.000\tTV Loss: 3.065\tTotal Loss: 929.408\n\n 3%|3 | 8/250 [00:04<02:24, 1.68it/s]\nCLIP Loss: 924.746\tRange Loss: 0.000\tTV Loss: 3.421\tTotal Loss: 928.168\n\n 4%|3 | 9/250 [00:05<02:20, 1.71it/s]\nCLIP Loss: 918.029\tRange Loss: 0.000\tTV Loss: 2.549\tTotal Loss: 920.578\n\n 4%|4 | 10/250 [00:05<02:17, 1.74it/s]\nCLIP Loss: 912.132\tRange Loss: 0.000\tTV Loss: 2.521\tTotal Loss: 914.654\n\n 4%|4 | 11/250 [00:06<02:28, 1.60it/s]\nCLIP Loss: 915.566\tRange Loss: 0.000\tTV Loss: 2.336\tTotal Loss: 917.903\n\n 5%|4 | 12/250 [00:07<02:22, 1.67it/s]\nCLIP Loss: 919.011\tRange Loss: 0.000\tTV Loss: 2.550\tTotal Loss: 921.562\n\n 5%|5 | 13/250 [00:07<02:19, 1.69it/s]\nCLIP Loss: 912.413\tRange Loss: 0.000\tTV Loss: 2.440\tTotal Loss: 914.853\n\n 6%|5 | 14/250 [00:08<02:17, 1.71it/s]\nCLIP Loss: 906.123\tRange Loss: 0.000\tTV Loss: 1.945\tTotal Loss: 908.069\n\n 6%|6 | 15/250 [00:08<02:16, 1.72it/s]\nCLIP Loss: 903.495\tRange Loss: 0.000\tTV Loss: 3.271\tTotal Loss: 906.766\n\n 6%|6 | 16/250 [00:09<02:28, 1.58it/s]\nCLIP Loss: 900.737\tRange Loss: 0.000\tTV Loss: 2.110\tTotal Loss: 902.847\n\n 7%|6 | 17/250 [00:10<02:21, 1.65it/s]\nCLIP Loss: 896.984\tRange Loss: 0.000\tTV Loss: 2.567\tTotal Loss: 899.551\n\n 7%|7 | 18/250 [00:10<02:18, 1.68it/s]\nCLIP Loss: 901.459\tRange Loss: 0.000\tTV Loss: 2.066\tTotal Loss: 903.525\n\n 8%|7 | 19/250 [00:11<02:15, 1.70it/s]\nCLIP Loss: 898.362\tRange Loss: 0.000\tTV Loss: 2.055\tTotal Loss: 900.417\n\n 8%|8 | 20/250 [00:11<02:12, 1.73it/s]\nCLIP Loss: 888.528\tRange Loss: 0.000\tTV Loss: 1.571\tTotal Loss: 890.099\n\n 8%|8 | 21/250 [00:12<02:23, 1.60it/s]\nCLIP Loss: 895.096\tRange Loss: 0.000\tTV Loss: 1.467\tTotal Loss: 896.563\n\n 9%|8 | 22/250 [00:13<02:17, 1.66it/s]\nCLIP Loss: 891.337\tRange Loss: 0.000\tTV Loss: 1.710\tTotal Loss: 893.047\n\n 9%|9 | 23/250 [00:13<02:14, 1.69it/s]\nCLIP Loss: 891.776\tRange Loss: 0.000\tTV Loss: 1.853\tTotal Loss: 893.629\n\n 10%|9 | 24/250 [00:14<02:11, 1.72it/s]\nCLIP Loss: 892.278\tRange Loss: 0.000\tTV Loss: 2.206\tTotal Loss: 894.483\n\n 10%|# | 25/250 [00:14<02:09, 1.73it/s]\nCLIP Loss: 892.115\tRange Loss: 0.000\tTV Loss: 2.064\tTotal Loss: 894.179\n\n 10%|# | 26/250 [00:15<02:29, 1.50it/s]\nCLIP Loss: 884.132\tRange Loss: 0.000\tTV Loss: 1.862\tTotal Loss: 885.994\n\n 11%|# | 27/250 [00:16<02:21, 1.58it/s]\nCLIP Loss: 896.517\tRange Loss: 0.000\tTV Loss: 1.084\tTotal Loss: 897.601\n\n 11%|#1 | 28/250 [00:16<02:16, 1.63it/s]\nCLIP Loss: 882.412\tRange Loss: 0.000\tTV Loss: 1.334\tTotal Loss: 883.746\n\n 12%|#1 | 29/250 [00:17<02:12, 1.67it/s]\nCLIP Loss: 874.723\tRange Loss: 0.000\tTV Loss: 1.125\tTotal Loss: 875.848\n\n 12%|#2 | 30/250 [00:17<02:08, 1.71it/s]\nCLIP Loss: 867.839\tRange Loss: 0.000\tTV Loss: 1.000\tTotal Loss: 868.839\n\n 12%|#2 | 31/250 [00:18<02:19, 1.57it/s]\nCLIP Loss: 846.573\tRange Loss: 0.000\tTV Loss: 1.034\tTotal Loss: 847.607\n\n 13%|#2 | 32/250 [00:19<02:14, 1.62it/s]\nCLIP Loss: 831.984\tRange Loss: 0.000\tTV Loss: 1.057\tTotal Loss: 833.041\n\n 13%|#3 | 33/250 [00:19<02:11, 1.65it/s]\nCLIP Loss: 853.702\tRange Loss: 0.000\tTV Loss: 0.643\tTotal Loss: 854.345\n\n 14%|#3 | 34/250 [00:20<02:08, 1.69it/s]\nCLIP Loss: 842.564\tRange Loss: 0.000\tTV Loss: 0.998\tTotal Loss: 843.562\n\n 14%|#4 | 35/250 [00:20<02:06, 1.70it/s]\nCLIP Loss: 830.789\tRange Loss: 0.000\tTV Loss: 0.445\tTotal Loss: 831.234\n\n 14%|#4 | 36/250 [00:21<02:18, 1.55it/s]\nCLIP Loss: 815.197\tRange Loss: 0.000\tTV Loss: 0.929\tTotal Loss: 816.126\n\n 15%|#4 | 37/250 [00:22<02:11, 1.61it/s]\nCLIP Loss: 812.252\tRange Loss: 0.000\tTV Loss: 0.626\tTotal Loss: 812.878\n\n 15%|#5 | 38/250 [00:22<02:09, 1.64it/s]\nCLIP Loss: 803.758\tRange Loss: 0.000\tTV Loss: 0.346\tTotal Loss: 804.104\n\n 16%|#5 | 39/250 [00:23<02:06, 1.67it/s]\nCLIP Loss: 806.689\tRange Loss: 0.000\tTV Loss: 0.381\tTotal Loss: 807.070\n\n 16%|#6 | 40/250 [00:24<02:03, 1.70it/s]\nCLIP Loss: 810.999\tRange Loss: 0.000\tTV Loss: 0.356\tTotal Loss: 811.356\n\n 16%|#6 | 41/250 [00:24<02:17, 1.52it/s]\nCLIP Loss: 827.207\tRange Loss: 0.000\tTV Loss: 0.363\tTotal Loss: 827.570\n\n 17%|#6 | 42/250 [00:25<02:10, 1.60it/s]\nCLIP Loss: 820.177\tRange Loss: 0.000\tTV Loss: 0.404\tTotal Loss: 820.582\n\n 17%|#7 | 43/250 [00:25<02:05, 1.64it/s]\nCLIP Loss: 797.033\tRange Loss: 0.000\tTV Loss: 0.306\tTotal Loss: 797.338\n\n 18%|#7 | 44/250 [00:26<02:02, 1.68it/s]\nCLIP Loss: 795.760\tRange Loss: 0.000\tTV Loss: 0.329\tTotal Loss: 796.088\n\n 18%|#8 | 45/250 [00:27<02:00, 1.70it/s]\nCLIP Loss: 798.419\tRange Loss: 0.000\tTV Loss: 0.350\tTotal Loss: 798.769\n\n 18%|#8 | 46/250 [00:27<02:11, 1.55it/s]\nCLIP Loss: 799.074\tRange Loss: 0.000\tTV Loss: 0.262\tTotal Loss: 799.336\n\n 19%|#8 | 47/250 [00:28<02:06, 1.61it/s]\nCLIP Loss: 802.481\tRange Loss: 0.000\tTV Loss: 0.263\tTotal Loss: 802.745\n\n 19%|#9 | 48/250 [00:29<02:02, 1.65it/s]\nCLIP Loss: 786.886\tRange Loss: 0.000\tTV Loss: 0.322\tTotal Loss: 787.209\n\n 20%|#9 | 49/250 [00:29<01:59, 1.68it/s]\nCLIP Loss: 788.034\tRange Loss: 0.000\tTV Loss: 0.307\tTotal Loss: 788.340\n\n 20%|## | 50/250 [00:30<01:58, 1.69it/s]\nCLIP Loss: 791.402\tRange Loss: 0.000\tTV Loss: 0.215\tTotal Loss: 791.617\n\n 20%|## | 51/250 [00:31<02:12, 1.51it/s]\nCLIP Loss: 798.641\tRange Loss: 0.000\tTV Loss: 0.258\tTotal Loss: 798.899\n\n 21%|## | 52/250 [00:31<02:05, 1.57it/s]\nCLIP Loss: 811.599\tRange Loss: 0.000\tTV Loss: 0.234\tTotal Loss: 811.833\n\n 21%|##1 | 53/250 [00:32<02:01, 1.62it/s]\nCLIP Loss: 798.729\tRange Loss: 0.000\tTV Loss: 0.188\tTotal Loss: 798.917\n\n 22%|##1 | 54/250 [00:32<01:57, 1.66it/s]\nCLIP Loss: 790.308\tRange Loss: 0.000\tTV Loss: 0.321\tTotal Loss: 790.629\n\n 22%|##2 | 55/250 [00:33<01:55, 1.68it/s]\nCLIP Loss: 789.838\tRange Loss: 0.000\tTV Loss: 0.192\tTotal Loss: 790.029\n\n 22%|##2 | 56/250 [00:34<02:15, 1.43it/s]\nCLIP Loss: 802.967\tRange Loss: 0.000\tTV Loss: 0.180\tTotal Loss: 803.147\n\n 23%|##2 | 57/250 [00:34<02:07, 1.52it/s]\nCLIP Loss: 792.734\tRange Loss: 0.000\tTV Loss: 0.185\tTotal Loss: 792.920\n\n 23%|##3 | 58/250 [00:35<02:01, 1.57it/s]\nCLIP Loss: 832.745\tRange Loss: 0.000\tTV Loss: 0.144\tTotal Loss: 832.889\n\n 24%|##3 | 59/250 [00:35<01:57, 1.63it/s]\nCLIP Loss: 793.063\tRange Loss: 0.000\tTV Loss: 0.184\tTotal Loss: 793.247\n\n 24%|##4 | 60/250 [00:36<01:54, 1.66it/s]\nCLIP Loss: 771.592\tRange Loss: 0.000\tTV Loss: 0.162\tTotal Loss: 771.754\n\n 24%|##4 | 61/250 [00:37<02:10, 1.45it/s]\nCLIP Loss: 781.835\tRange Loss: 0.000\tTV Loss: 0.128\tTotal Loss: 781.964\n\n 25%|##4 | 62/250 [00:37<02:02, 1.53it/s]\nCLIP Loss: 779.613\tRange Loss: 0.000\tTV Loss: 0.129\tTotal Loss: 779.742\n\n 25%|##5 | 63/250 [00:38<01:56, 1.60it/s]\nCLIP Loss: 787.615\tRange Loss: 0.000\tTV Loss: 0.155\tTotal Loss: 787.769\n\n 26%|##5 | 64/250 [00:39<01:53, 1.64it/s]\nCLIP Loss: 778.172\tRange Loss: 0.000\tTV Loss: 0.195\tTotal Loss: 778.367\n\n 26%|##6 | 65/250 [00:39<01:50, 1.68it/s]\nCLIP Loss: 783.104\tRange Loss: 0.000\tTV Loss: 0.183\tTotal Loss: 783.287\n\n 26%|##6 | 66/250 [00:40<02:03, 1.49it/s]\nCLIP Loss: 785.178\tRange Loss: 0.000\tTV Loss: 0.156\tTotal Loss: 785.334\n\n 27%|##6 | 67/250 [00:41<01:56, 1.57it/s]\nCLIP Loss: 781.226\tRange Loss: 0.000\tTV Loss: 0.150\tTotal Loss: 781.376\n\n 27%|##7 | 68/250 [00:41<01:51, 1.63it/s]\nCLIP Loss: 774.746\tRange Loss: 0.000\tTV Loss: 0.172\tTotal Loss: 774.918\n\n 28%|##7 | 69/250 [00:42<01:48, 1.67it/s]\nCLIP Loss: 769.702\tRange Loss: 0.000\tTV Loss: 0.189\tTotal Loss: 769.891\n\n 28%|##8 | 70/250 [00:42<01:46, 1.69it/s]\nCLIP Loss: 771.329\tRange Loss: 0.000\tTV Loss: 0.131\tTotal Loss: 771.460\n\n 28%|##8 | 71/250 [00:43<02:01, 1.47it/s]\nCLIP Loss: 767.859\tRange Loss: 0.000\tTV Loss: 0.141\tTotal Loss: 768.000\n\n 29%|##8 | 72/250 [00:44<01:54, 1.56it/s]\nCLIP Loss: 769.734\tRange Loss: 0.000\tTV Loss: 0.189\tTotal Loss: 769.923\n\n 29%|##9 | 73/250 [00:44<01:49, 1.62it/s]\nCLIP Loss: 770.604\tRange Loss: 0.000\tTV Loss: 0.180\tTotal Loss: 770.784\n\n 30%|##9 | 74/250 [00:45<01:45, 1.67it/s]\nCLIP Loss: 794.403\tRange Loss: 0.000\tTV Loss: 0.218\tTotal Loss: 794.622\n\n 30%|### | 75/250 [00:45<01:42, 1.70it/s]\nCLIP Loss: 788.212\tRange Loss: 0.000\tTV Loss: 0.177\tTotal Loss: 788.390\n\n 30%|### | 76/250 [00:46<01:56, 1.50it/s]\nCLIP Loss: 829.631\tRange Loss: 0.000\tTV Loss: 0.310\tTotal Loss: 829.941\n\n 31%|### | 77/250 [00:47<01:49, 1.58it/s]\nCLIP Loss: 824.628\tRange Loss: 0.000\tTV Loss: 0.299\tTotal Loss: 824.927\n\n 31%|###1 | 78/250 [00:47<01:45, 1.63it/s]\nCLIP Loss: 797.884\tRange Loss: 0.000\tTV Loss: 0.234\tTotal Loss: 798.118\n\n 32%|###1 | 79/250 [00:48<01:42, 1.67it/s]\nCLIP Loss: 788.806\tRange Loss: 0.000\tTV Loss: 0.312\tTotal Loss: 789.117\n\n 32%|###2 | 80/250 [00:48<01:39, 1.71it/s]\nCLIP Loss: 782.352\tRange Loss: 0.000\tTV Loss: 0.317\tTotal Loss: 782.669\n\n 32%|###2 | 81/250 [00:49<01:53, 1.49it/s]\nCLIP Loss: 791.114\tRange Loss: 0.000\tTV Loss: 0.319\tTotal Loss: 791.433\n\n 33%|###2 | 82/250 [00:50<01:46, 1.58it/s]\nCLIP Loss: 774.105\tRange Loss: 0.000\tTV Loss: 0.257\tTotal Loss: 774.362\n\n 33%|###3 | 83/250 [00:50<01:42, 1.63it/s]\nCLIP Loss: 780.964\tRange Loss: 0.000\tTV Loss: 0.242\tTotal Loss: 781.206\n\n 34%|###3 | 84/250 [00:51<01:40, 1.66it/s]\nCLIP Loss: 774.541\tRange Loss: 0.000\tTV Loss: 0.341\tTotal Loss: 774.882\n\n 34%|###4 | 85/250 [00:52<01:37, 1.70it/s]\nCLIP Loss: 765.881\tRange Loss: 0.000\tTV Loss: 0.400\tTotal Loss: 766.281\n\n 34%|###4 | 86/250 [00:52<01:50, 1.49it/s]\nCLIP Loss: 759.142\tRange Loss: 0.000\tTV Loss: 0.341\tTotal Loss: 759.482\n\n 35%|###4 | 87/250 [00:53<01:43, 1.57it/s]\nCLIP Loss: 748.512\tRange Loss: 0.000\tTV Loss: 0.376\tTotal Loss: 748.888\n\n 35%|###5 | 88/250 [00:54<01:39, 1.62it/s]\nCLIP Loss: 741.608\tRange Loss: 0.000\tTV Loss: 0.447\tTotal Loss: 742.055\n\n 36%|###5 | 89/250 [00:54<01:36, 1.67it/s]\nCLIP Loss: 743.766\tRange Loss: 0.000\tTV Loss: 0.381\tTotal Loss: 744.147\n\n 36%|###6 | 90/250 [00:55<01:33, 1.71it/s]\nCLIP Loss: 740.324\tRange Loss: 0.000\tTV Loss: 0.600\tTotal Loss: 740.924\n\n 36%|###6 | 91/250 [00:56<01:45, 1.51it/s]\nCLIP Loss: 741.729\tRange Loss: 0.000\tTV Loss: 0.525\tTotal Loss: 742.254\n\n 37%|###6 | 92/250 [00:56<01:40, 1.58it/s]\nCLIP Loss: 739.940\tRange Loss: 0.000\tTV Loss: 0.524\tTotal Loss: 740.464\n\n 37%|###7 | 93/250 [00:57<01:35, 1.64it/s]\nCLIP Loss: 735.983\tRange Loss: 0.000\tTV Loss: 0.510\tTotal Loss: 736.494\n\n 38%|###7 | 94/250 [00:57<01:32, 1.68it/s]\nCLIP Loss: 743.069\tRange Loss: 0.000\tTV Loss: 0.539\tTotal Loss: 743.608\n\n 38%|###8 | 95/250 [00:58<01:30, 1.72it/s]\nCLIP Loss: 746.112\tRange Loss: 0.000\tTV Loss: 0.659\tTotal Loss: 746.771\n\n 38%|###8 | 96/250 [00:59<01:42, 1.51it/s]\nCLIP Loss: 733.537\tRange Loss: 0.000\tTV Loss: 0.602\tTotal Loss: 734.139\n\n 39%|###8 | 97/250 [00:59<01:37, 1.58it/s]\nCLIP Loss: 738.129\tRange Loss: 0.000\tTV Loss: 0.624\tTotal Loss: 738.753\n\n 39%|###9 | 98/250 [01:00<01:32, 1.64it/s]\nCLIP Loss: 726.429\tRange Loss: 0.000\tTV Loss: 0.553\tTotal Loss: 726.982\n\n 40%|###9 | 99/250 [01:00<01:29, 1.68it/s]\nCLIP Loss: 719.743\tRange Loss: 0.000\tTV Loss: 0.704\tTotal Loss: 720.447\n\n 40%|#### | 100/250 [01:01<01:27, 1.71it/s]\nCLIP Loss: 724.393\tRange Loss: 0.000\tTV Loss: 0.693\tTotal Loss: 725.087\n\n 40%|#### | 101/250 [01:02<01:41, 1.47it/s]\nCLIP Loss: 723.566\tRange Loss: 0.000\tTV Loss: 0.815\tTotal Loss: 724.381\n\n 41%|#### | 102/250 [01:02<01:35, 1.55it/s]\nCLIP Loss: 732.049\tRange Loss: 0.000\tTV Loss: 0.785\tTotal Loss: 732.834\n\n 41%|####1 | 103/250 [01:03<01:31, 1.61it/s]\nCLIP Loss: 729.935\tRange Loss: 0.000\tTV Loss: 0.852\tTotal Loss: 730.788\n\n 42%|####1 | 104/250 [01:03<01:27, 1.66it/s]\nCLIP Loss: 726.894\tRange Loss: 0.000\tTV Loss: 0.955\tTotal Loss: 727.849\n\n 42%|####2 | 105/250 [01:04<01:25, 1.69it/s]\nCLIP Loss: 730.071\tRange Loss: 0.000\tTV Loss: 1.037\tTotal Loss: 731.107\n\n 42%|####2 | 106/250 [01:05<01:35, 1.50it/s]\nCLIP Loss: 722.703\tRange Loss: 0.000\tTV Loss: 0.948\tTotal Loss: 723.652\n\n 43%|####2 | 107/250 [01:05<01:30, 1.59it/s]\nCLIP Loss: 722.233\tRange Loss: 0.000\tTV Loss: 1.000\tTotal Loss: 723.234\n\n 43%|####3 | 108/250 [01:06<01:25, 1.65it/s]\nCLIP Loss: 725.604\tRange Loss: 0.000\tTV Loss: 0.997\tTotal Loss: 726.600\n\n 44%|####3 | 109/250 [01:07<01:23, 1.70it/s]\nCLIP Loss: 721.861\tRange Loss: 0.000\tTV Loss: 1.011\tTotal Loss: 722.872\n\n 44%|####4 | 110/250 [01:07<01:21, 1.71it/s]\nCLIP Loss: 728.776\tRange Loss: 0.000\tTV Loss: 0.937\tTotal Loss: 729.712\n\n 44%|####4 | 111/250 [01:08<01:32, 1.51it/s]\nCLIP Loss: 730.328\tRange Loss: 0.000\tTV Loss: 1.016\tTotal Loss: 731.344\n\n 45%|####4 | 112/250 [01:08<01:26, 1.59it/s]\nCLIP Loss: 719.755\tRange Loss: 0.000\tTV Loss: 1.186\tTotal Loss: 720.941\n\n 45%|####5 | 113/250 [01:09<01:23, 1.64it/s]\nCLIP Loss: 732.843\tRange Loss: 0.000\tTV Loss: 1.214\tTotal Loss: 734.057\n\n 46%|####5 | 114/250 [01:10<01:20, 1.69it/s]\nCLIP Loss: 724.566\tRange Loss: 0.000\tTV Loss: 1.217\tTotal Loss: 725.782\n\n 46%|####6 | 115/250 [01:10<01:18, 1.73it/s]\nCLIP Loss: 727.066\tRange Loss: 0.000\tTV Loss: 1.186\tTotal Loss: 728.252\n\n 46%|####6 | 116/250 [01:11<01:30, 1.48it/s]\nCLIP Loss: 728.458\tRange Loss: 0.000\tTV Loss: 1.250\tTotal Loss: 729.707\n\n 47%|####6 | 117/250 [01:12<01:25, 1.56it/s]\nCLIP Loss: 731.720\tRange Loss: 0.000\tTV Loss: 1.284\tTotal Loss: 733.004\n\n 47%|####7 | 118/250 [01:12<01:20, 1.63it/s]\nCLIP Loss: 731.088\tRange Loss: 0.000\tTV Loss: 1.445\tTotal Loss: 732.532\n\n 48%|####7 | 119/250 [01:13<01:17, 1.68it/s]\nCLIP Loss: 735.315\tRange Loss: 0.000\tTV Loss: 1.452\tTotal Loss: 736.767\n\n 48%|####8 | 120/250 [01:13<01:15, 1.71it/s]\nCLIP Loss: 729.923\tRange Loss: 0.000\tTV Loss: 1.557\tTotal Loss: 731.480\n\n 48%|####8 | 121/250 [01:14<01:24, 1.53it/s]\nCLIP Loss: 728.125\tRange Loss: 0.000\tTV Loss: 1.513\tTotal Loss: 729.639\n\n 49%|####8 | 122/250 [01:15<01:19, 1.60it/s]\nCLIP Loss: 731.960\tRange Loss: 0.000\tTV Loss: 1.622\tTotal Loss: 733.582\n\n 49%|####9 | 123/250 [01:15<01:16, 1.66it/s]\nCLIP Loss: 730.009\tRange Loss: 0.000\tTV Loss: 1.587\tTotal Loss: 731.596\n\n 50%|####9 | 124/250 [01:16<01:14, 1.70it/s]\nCLIP Loss: 731.786\tRange Loss: 0.000\tTV Loss: 1.843\tTotal Loss: 733.628\n\n 50%|##### | 125/250 [01:16<01:12, 1.73it/s]\nCLIP Loss: 730.938\tRange Loss: 0.000\tTV Loss: 2.007\tTotal Loss: 732.945\n\n 50%|##### | 126/250 [01:17<01:20, 1.53it/s]\nCLIP Loss: 727.772\tRange Loss: 0.000\tTV Loss: 2.090\tTotal Loss: 729.862\n\n 51%|##### | 127/250 [01:18<01:16, 1.61it/s]\nCLIP Loss: 730.173\tRange Loss: 0.000\tTV Loss: 2.124\tTotal Loss: 732.297\n\n 51%|#####1 | 128/250 [01:18<01:13, 1.66it/s]\nCLIP Loss: 727.583\tRange Loss: 0.000\tTV Loss: 2.255\tTotal Loss: 729.837\n\n 52%|#####1 | 129/250 [01:19<01:10, 1.70it/s]\nCLIP Loss: 727.590\tRange Loss: 0.000\tTV Loss: 2.461\tTotal Loss: 730.052\n\n 52%|#####2 | 130/250 [01:19<01:09, 1.73it/s]\nCLIP Loss: 723.164\tRange Loss: 0.000\tTV Loss: 2.644\tTotal Loss: 725.808\n\n 52%|#####2 | 131/250 [01:20<01:17, 1.53it/s]\nCLIP Loss: 722.448\tRange Loss: 0.000\tTV Loss: 2.750\tTotal Loss: 725.198\n\n 53%|#####2 | 132/250 [01:21<01:13, 1.60it/s]\nCLIP Loss: 720.176\tRange Loss: 0.000\tTV Loss: 2.945\tTotal Loss: 723.121\n\n 53%|#####3 | 133/250 [01:21<01:10, 1.65it/s]\nCLIP Loss: 728.185\tRange Loss: 0.000\tTV Loss: 3.062\tTotal Loss: 731.247\n\n 54%|#####3 | 134/250 [01:22<01:08, 1.69it/s]\nCLIP Loss: 729.086\tRange Loss: 0.000\tTV Loss: 3.268\tTotal Loss: 732.353\n\n 54%|#####4 | 135/250 [01:22<01:06, 1.72it/s]\nCLIP Loss: 730.004\tRange Loss: 0.000\tTV Loss: 3.477\tTotal Loss: 733.480\n\n 54%|#####4 | 136/250 [01:23<01:14, 1.53it/s]\nCLIP Loss: 731.549\tRange Loss: 0.000\tTV Loss: 3.562\tTotal Loss: 735.112\n\n 55%|#####4 | 137/250 [01:24<01:10, 1.60it/s]\nCLIP Loss: 727.277\tRange Loss: 0.000\tTV Loss: 3.792\tTotal Loss: 731.070\n\n 55%|#####5 | 138/250 [01:24<01:07, 1.66it/s]\nCLIP Loss: 726.435\tRange Loss: 0.000\tTV Loss: 3.999\tTotal Loss: 730.435\n\n 56%|#####5 | 139/250 [01:25<01:05, 1.70it/s]\nCLIP Loss: 731.406\tRange Loss: 0.000\tTV Loss: 4.152\tTotal Loss: 735.558\n\n 56%|#####6 | 140/250 [01:25<01:03, 1.73it/s]\nCLIP Loss: 724.109\tRange Loss: 0.000\tTV Loss: 4.355\tTotal Loss: 728.464\n\n 56%|#####6 | 141/250 [01:26<01:10, 1.54it/s]\nCLIP Loss: 726.211\tRange Loss: 0.000\tTV Loss: 4.572\tTotal Loss: 730.783\n\n 57%|#####6 | 142/250 [01:27<01:06, 1.61it/s]\nCLIP Loss: 730.927\tRange Loss: 0.000\tTV Loss: 4.834\tTotal Loss: 735.761\n\n 57%|#####7 | 143/250 [01:27<01:04, 1.67it/s]\nCLIP Loss: 727.022\tRange Loss: 0.000\tTV Loss: 5.094\tTotal Loss: 732.116\n\n 58%|#####7 | 144/250 [01:28<01:02, 1.70it/s]\nCLIP Loss: 726.568\tRange Loss: 0.000\tTV Loss: 5.348\tTotal Loss: 731.917\n\n 58%|#####8 | 145/250 [01:28<01:00, 1.73it/s]\nCLIP Loss: 724.760\tRange Loss: 0.000\tTV Loss: 5.609\tTotal Loss: 730.369\n\n 58%|#####8 | 146/250 [01:29<01:07, 1.55it/s]\nCLIP Loss: 722.743\tRange Loss: 0.000\tTV Loss: 5.875\tTotal Loss: 728.618\n\n 59%|#####8 | 147/250 [01:30<01:03, 1.63it/s]\nCLIP Loss: 728.028\tRange Loss: 0.000\tTV Loss: 6.260\tTotal Loss: 734.288\n\n 59%|#####9 | 148/250 [01:30<01:00, 1.67it/s]\nCLIP Loss: 727.453\tRange Loss: 0.000\tTV Loss: 6.626\tTotal Loss: 734.079\n\n 60%|#####9 | 149/250 [01:31<00:59, 1.71it/s]\nCLIP Loss: 729.027\tRange Loss: 0.000\tTV Loss: 7.014\tTotal Loss: 736.041\n\n 60%|###### | 150/250 [01:32<00:57, 1.73it/s]\nCLIP Loss: 725.865\tRange Loss: 0.000\tTV Loss: 7.440\tTotal Loss: 733.305\n\n 60%|###### | 151/250 [01:32<01:04, 1.53it/s]\nCLIP Loss: 730.344\tRange Loss: 0.000\tTV Loss: 7.695\tTotal Loss: 738.039\n\n 61%|###### | 152/250 [01:33<01:00, 1.61it/s]\nCLIP Loss: 735.268\tRange Loss: 0.000\tTV Loss: 8.035\tTotal Loss: 743.302\n\n 61%|######1 | 153/250 [01:33<00:58, 1.66it/s]\nCLIP Loss: 732.557\tRange Loss: 0.000\tTV Loss: 8.464\tTotal Loss: 741.021\n\n 62%|######1 | 154/250 [01:34<00:56, 1.69it/s]\nCLIP Loss: 734.366\tRange Loss: 0.000\tTV Loss: 8.820\tTotal Loss: 743.187\n\n 62%|######2 | 155/250 [01:35<00:55, 1.72it/s]\nCLIP Loss: 734.675\tRange Loss: 0.000\tTV Loss: 9.202\tTotal Loss: 743.878\n\n 62%|######2 | 156/250 [01:35<01:01, 1.53it/s]\nCLIP Loss: 726.766\tRange Loss: 0.000\tTV Loss: 9.622\tTotal Loss: 736.388\n\n 63%|######2 | 157/250 [01:36<00:57, 1.61it/s]\nCLIP Loss: 733.404\tRange Loss: 0.000\tTV Loss: 10.092\tTotal Loss: 743.497\n\n 63%|######3 | 158/250 [01:36<00:55, 1.65it/s]\nCLIP Loss: 724.262\tRange Loss: 0.000\tTV Loss: 10.471\tTotal Loss: 734.733\n\n 64%|######3 | 159/250 [01:37<00:54, 1.68it/s]\nCLIP Loss: 740.519\tRange Loss: 0.000\tTV Loss: 11.060\tTotal Loss: 751.580\n\n 64%|######4 | 160/250 [01:38<00:52, 1.72it/s]\nCLIP Loss: 730.184\tRange Loss: 0.000\tTV Loss: 11.564\tTotal Loss: 741.748\n\n 64%|######4 | 161/250 [01:38<00:58, 1.52it/s]\nCLIP Loss: 737.858\tRange Loss: 0.000\tTV Loss: 12.113\tTotal Loss: 749.971\n\n 65%|######4 | 162/250 [01:39<00:55, 1.59it/s]\nCLIP Loss: 730.770\tRange Loss: 0.000\tTV Loss: 12.593\tTotal Loss: 743.363\n\n 65%|######5 | 163/250 [01:40<00:52, 1.65it/s]\nCLIP Loss: 729.995\tRange Loss: 0.000\tTV Loss: 13.127\tTotal Loss: 743.122\n\n 66%|######5 | 164/250 [01:40<00:51, 1.69it/s]\nCLIP Loss: 728.802\tRange Loss: 0.000\tTV Loss: 13.751\tTotal Loss: 742.553\n\n 66%|######6 | 165/250 [01:41<00:49, 1.72it/s]\nCLIP Loss: 730.963\tRange Loss: 0.000\tTV Loss: 14.460\tTotal Loss: 745.422\n\n 66%|######6 | 166/250 [01:42<00:55, 1.52it/s]\nCLIP Loss: 730.633\tRange Loss: 0.000\tTV Loss: 14.978\tTotal Loss: 745.611\n\n 67%|######6 | 167/250 [01:42<00:52, 1.59it/s]\nCLIP Loss: 733.289\tRange Loss: 0.000\tTV Loss: 15.616\tTotal Loss: 748.905\n\n 67%|######7 | 168/250 [01:43<00:49, 1.65it/s]\nCLIP Loss: 728.074\tRange Loss: 0.000\tTV Loss: 16.246\tTotal Loss: 744.320\n\n 68%|######7 | 169/250 [01:43<00:48, 1.69it/s]\nCLIP Loss: 721.608\tRange Loss: 0.000\tTV Loss: 16.892\tTotal Loss: 738.500\n\n 68%|######8 | 170/250 [01:44<00:46, 1.72it/s]\nCLIP Loss: 718.147\tRange Loss: 0.000\tTV Loss: 17.604\tTotal Loss: 735.751\n\n 68%|######8 | 171/250 [01:45<00:51, 1.54it/s]\nCLIP Loss: 728.382\tRange Loss: 0.000\tTV Loss: 18.401\tTotal Loss: 746.783\n\n 69%|######8 | 172/250 [01:45<00:48, 1.62it/s]\nCLIP Loss: 726.403\tRange Loss: 0.000\tTV Loss: 19.113\tTotal Loss: 745.516\n\n 69%|######9 | 173/250 [01:46<00:46, 1.67it/s]\nCLIP Loss: 717.027\tRange Loss: 0.000\tTV Loss: 19.770\tTotal Loss: 736.797\n\n 70%|######9 | 174/250 [01:46<00:44, 1.71it/s]\nCLIP Loss: 724.772\tRange Loss: 0.000\tTV Loss: 20.529\tTotal Loss: 745.301\n\n 70%|####### | 175/250 [01:47<00:43, 1.73it/s]\nCLIP Loss: 724.087\tRange Loss: 0.000\tTV Loss: 21.175\tTotal Loss: 745.262\n\n 70%|####### | 176/250 [01:48<00:47, 1.55it/s]\nCLIP Loss: 722.544\tRange Loss: 0.000\tTV Loss: 21.928\tTotal Loss: 744.472\n\n 71%|####### | 177/250 [01:48<00:45, 1.61it/s]\nCLIP Loss: 723.587\tRange Loss: 0.000\tTV Loss: 22.786\tTotal Loss: 746.373\n\n 71%|#######1 | 178/250 [01:49<00:43, 1.66it/s]\nCLIP Loss: 726.016\tRange Loss: 0.000\tTV Loss: 23.462\tTotal Loss: 749.478\n\n 72%|#######1 | 179/250 [01:49<00:41, 1.70it/s]\nCLIP Loss: 726.960\tRange Loss: 0.000\tTV Loss: 24.267\tTotal Loss: 751.227\n\n 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s]\nCLIP Loss: 729.949\tRange Loss: 0.000\tTV Loss: 25.067\tTotal Loss: 755.016\n\n 72%|#######2 | 181/250 [01:51<00:44, 1.54it/s]\nCLIP Loss: 729.661\tRange Loss: 0.000\tTV Loss: 25.852\tTotal Loss: 755.513\n\n 73%|#######2 | 182/250 [01:51<00:42, 1.61it/s]\nCLIP Loss: 737.892\tRange Loss: 0.000\tTV Loss: 26.716\tTotal Loss: 764.609\n\n 73%|#######3 | 183/250 [01:52<00:40, 1.66it/s]\nCLIP Loss: 732.936\tRange Loss: 0.000\tTV Loss: 27.479\tTotal Loss: 760.415\n\n 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s]\nCLIP Loss: 731.433\tRange Loss: 0.000\tTV Loss: 28.161\tTotal Loss: 759.595\n\n 74%|#######4 | 185/250 [01:53<00:37, 1.73it/s]\nCLIP Loss: 732.156\tRange Loss: 0.000\tTV Loss: 28.937\tTotal Loss: 761.093\n\n 74%|#######4 | 186/250 [01:54<00:41, 1.53it/s]\nCLIP Loss: 726.119\tRange Loss: 0.000\tTV Loss: 29.914\tTotal Loss: 756.033\n\n 75%|#######4 | 187/250 [01:54<00:39, 1.60it/s]\nCLIP Loss: 731.340\tRange Loss: 0.000\tTV Loss: 30.683\tTotal Loss: 762.023\n\n 75%|#######5 | 188/250 [01:55<00:37, 1.65it/s]\nCLIP Loss: 724.399\tRange Loss: 0.000\tTV Loss: 31.506\tTotal Loss: 755.905\n\n 76%|#######5 | 189/250 [01:55<00:36, 1.69it/s]\nCLIP Loss: 730.369\tRange Loss: 0.000\tTV Loss: 32.240\tTotal Loss: 762.609\n\n 76%|#######6 | 190/250 [01:56<00:34, 1.72it/s]\nCLIP Loss: 727.017\tRange Loss: 0.000\tTV Loss: 32.932\tTotal Loss: 759.949\n\n 76%|#######6 | 191/250 [01:57<00:38, 1.54it/s]\nCLIP Loss: 727.879\tRange Loss: 0.000\tTV Loss: 33.837\tTotal Loss: 761.716\n\n 77%|#######6 | 192/250 [01:57<00:36, 1.61it/s]\nCLIP Loss: 731.822\tRange Loss: 0.000\tTV Loss: 34.566\tTotal Loss: 766.388\n\n 77%|#######7 | 193/250 [01:58<00:34, 1.66it/s]\nCLIP Loss: 726.580\tRange Loss: 0.000\tTV Loss: 35.349\tTotal Loss: 761.929\n\n 78%|#######7 | 194/250 [01:58<00:32, 1.70it/s]\nCLIP Loss: 724.003\tRange Loss: 0.000\tTV Loss: 36.022\tTotal Loss: 760.025\n\n 78%|#######8 | 195/250 [01:59<00:32, 1.72it/s]\nCLIP Loss: 728.912\tRange Loss: 0.000\tTV Loss: 36.705\tTotal Loss: 765.617\n\n 78%|#######8 | 196/250 [02:00<00:34, 1.55it/s]\nCLIP Loss: 736.364\tRange Loss: 0.000\tTV Loss: 37.339\tTotal Loss: 773.704\n\n 79%|#######8 | 197/250 [02:00<00:32, 1.61it/s]\nCLIP Loss: 734.777\tRange Loss: 0.000\tTV Loss: 37.994\tTotal Loss: 772.770\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s]\nCLIP Loss: 727.149\tRange Loss: 0.000\tTV Loss: 38.614\tTotal Loss: 765.763\n\n 80%|#######9 | 199/250 [02:01<00:30, 1.69it/s]\nCLIP Loss: 733.415\tRange Loss: 0.000\tTV Loss: 39.064\tTotal Loss: 772.479\n\n 80%|######## | 200/250 [02:02<00:29, 1.72it/s]\nCLIP Loss: 727.386\tRange Loss: 0.000\tTV Loss: 39.416\tTotal Loss: 766.801\n\n 80%|######## | 201/250 [02:03<00:31, 1.53it/s]\nCLIP Loss: 733.613\tRange Loss: 0.000\tTV Loss: 39.914\tTotal Loss: 773.527\n\n 81%|######## | 202/250 [02:03<00:29, 1.61it/s]\nCLIP Loss: 732.790\tRange Loss: 0.000\tTV Loss: 40.269\tTotal Loss: 773.059\n\n 81%|########1 | 203/250 [02:04<00:28, 1.66it/s]\nCLIP Loss: 731.442\tRange Loss: 0.000\tTV Loss: 40.633\tTotal Loss: 772.075\n\n 82%|########1 | 204/250 [02:04<00:27, 1.70it/s]\nCLIP Loss: 726.988\tRange Loss: 0.000\tTV Loss: 40.847\tTotal Loss: 767.836\n\n 82%|########2 | 205/250 [02:05<00:25, 1.73it/s]\nCLIP Loss: 728.385\tRange Loss: 0.000\tTV Loss: 41.040\tTotal Loss: 769.426\n\n 82%|########2 | 206/250 [02:06<00:28, 1.56it/s]\nCLIP Loss: 725.260\tRange Loss: 0.000\tTV Loss: 41.104\tTotal Loss: 766.364\n\n 83%|########2 | 207/250 [02:06<00:26, 1.63it/s]\nCLIP Loss: 723.417\tRange Loss: 0.000\tTV Loss: 41.135\tTotal Loss: 764.553\n\n 83%|########3 | 208/250 [02:07<00:25, 1.66it/s]\nCLIP Loss: 722.132\tRange Loss: 0.000\tTV Loss: 41.265\tTotal Loss: 763.397\n\n 84%|########3 | 209/250 [02:08<00:24, 1.70it/s]\nCLIP Loss: 727.278\tRange Loss: 0.000\tTV Loss: 41.236\tTotal Loss: 768.514\n\n 84%|########4 | 210/250 [02:08<00:23, 1.70it/s]\nCLIP Loss: 726.011\tRange Loss: 0.000\tTV Loss: 41.284\tTotal Loss: 767.295\n\n 84%|########4 | 211/250 [02:09<00:25, 1.54it/s]\nCLIP Loss: 729.585\tRange Loss: 0.000\tTV Loss: 41.166\tTotal Loss: 770.751\n\n 85%|########4 | 212/250 [02:09<00:23, 1.61it/s]\nCLIP Loss: 720.331\tRange Loss: 0.000\tTV Loss: 40.989\tTotal Loss: 761.320\n\n 85%|########5 | 213/250 [02:10<00:22, 1.66it/s]\nCLIP Loss: 721.683\tRange Loss: 0.000\tTV Loss: 40.794\tTotal Loss: 762.478\n\n 86%|########5 | 214/250 [02:11<00:21, 1.69it/s]\nCLIP Loss: 724.501\tRange Loss: 0.000\tTV Loss: 40.572\tTotal Loss: 765.073\n\n 86%|########6 | 215/250 [02:11<00:20, 1.71it/s]\nCLIP Loss: 727.911\tRange Loss: 0.000\tTV Loss: 40.165\tTotal Loss: 768.077\n\n 86%|########6 | 216/250 [02:12<00:21, 1.55it/s]\nCLIP Loss: 724.786\tRange Loss: 0.000\tTV Loss: 39.675\tTotal Loss: 764.461\n\n 87%|########6 | 217/250 [02:12<00:20, 1.61it/s]\nCLIP Loss: 723.621\tRange Loss: 0.000\tTV Loss: 39.151\tTotal Loss: 762.772\n\n 87%|########7 | 218/250 [02:13<00:19, 1.65it/s]\nCLIP Loss: 717.867\tRange Loss: 0.000\tTV Loss: 38.508\tTotal Loss: 756.375\n\n 88%|########7 | 219/250 [02:14<00:18, 1.69it/s]\nCLIP Loss: 722.850\tRange Loss: 0.000\tTV Loss: 37.897\tTotal Loss: 760.747\n\n 88%|########8 | 220/250 [02:14<00:17, 1.71it/s]\nCLIP Loss: 724.090\tRange Loss: 0.000\tTV Loss: 37.260\tTotal Loss: 761.349\n\n 88%|########8 | 221/250 [02:15<00:19, 1.52it/s]\nCLIP Loss: 717.971\tRange Loss: 0.000\tTV Loss: 36.443\tTotal Loss: 754.414\n\n 89%|########8 | 222/250 [02:16<00:17, 1.58it/s]\nCLIP Loss: 723.339\tRange Loss: 0.000\tTV Loss: 35.641\tTotal Loss: 758.980\n\n 89%|########9 | 223/250 [02:16<00:16, 1.64it/s]\nCLIP Loss: 719.736\tRange Loss: 0.000\tTV Loss: 34.774\tTotal Loss: 754.511\n\n 90%|########9 | 224/250 [02:17<00:15, 1.68it/s]\nCLIP Loss: 722.366\tRange Loss: 0.000\tTV Loss: 33.814\tTotal Loss: 756.180\n\n 90%|######### | 225/250 [02:17<00:14, 1.71it/s]\nCLIP Loss: 730.987\tRange Loss: 0.000\tTV Loss: 32.787\tTotal Loss: 763.774\n\n 90%|######### | 226/250 [02:18<00:15, 1.54it/s]\nCLIP Loss: 724.384\tRange Loss: 0.000\tTV Loss: 31.680\tTotal Loss: 756.065\n\n 91%|######### | 227/250 [02:19<00:14, 1.62it/s]\nCLIP Loss: 718.466\tRange Loss: 0.000\tTV Loss: 30.575\tTotal Loss: 749.041\n\n 91%|#########1| 228/250 [02:19<00:13, 1.66it/s]\nCLIP Loss: 722.187\tRange Loss: 0.000\tTV Loss: 29.343\tTotal Loss: 751.530\n\n 92%|#########1| 229/250 [02:20<00:12, 1.70it/s]\nCLIP Loss: 722.319\tRange Loss: 0.000\tTV Loss: 28.004\tTotal Loss: 750.323\n\n 92%|#########2| 230/250 [02:20<00:11, 1.72it/s]\nCLIP Loss: 715.375\tRange Loss: 0.000\tTV Loss: 26.741\tTotal Loss: 742.116\n\n 92%|#########2| 231/250 [02:21<00:12, 1.56it/s]\nCLIP Loss: 713.492\tRange Loss: 0.000\tTV Loss: 25.441\tTotal Loss: 738.933\n\n 93%|#########2| 232/250 [02:22<00:11, 1.63it/s]\nCLIP Loss: 719.270\tRange Loss: 0.000\tTV Loss: 24.100\tTotal Loss: 743.370\n\n 93%|#########3| 233/250 [02:22<00:10, 1.68it/s]\nCLIP Loss: 715.093\tRange Loss: 0.000\tTV Loss: 22.742\tTotal Loss: 737.835\n\n 94%|#########3| 234/250 [02:23<00:09, 1.72it/s]\nCLIP Loss: 712.371\tRange Loss: 0.000\tTV Loss: 21.349\tTotal Loss: 733.720\n\n 94%|#########3| 235/250 [02:23<00:08, 1.74it/s]\nCLIP Loss: 718.340\tRange Loss: 0.000\tTV Loss: 19.950\tTotal Loss: 738.290\n\n 94%|#########4| 236/250 [02:24<00:09, 1.55it/s]\nCLIP Loss: 718.113\tRange Loss: 0.000\tTV Loss: 18.539\tTotal Loss: 736.652\n\n 95%|#########4| 237/250 [02:25<00:08, 1.62it/s]\nCLIP Loss: 719.982\tRange Loss: 0.000\tTV Loss: 17.158\tTotal Loss: 737.140\n\n 95%|#########5| 238/250 [02:25<00:07, 1.67it/s]\nCLIP Loss: 723.826\tRange Loss: 0.000\tTV Loss: 15.796\tTotal Loss: 739.622\n\n 96%|#########5| 239/250 [02:26<00:06, 1.71it/s]\nCLIP Loss: 722.955\tRange Loss: 0.000\tTV Loss: 14.499\tTotal Loss: 737.454\n\n 96%|#########6| 240/250 [02:26<00:05, 1.75it/s]\nCLIP Loss: 721.064\tRange Loss: 0.000\tTV Loss: 13.219\tTotal Loss: 734.283\n\n 96%|#########6| 241/250 [02:27<00:05, 1.56it/s]\nCLIP Loss: 723.270\tRange Loss: 0.000\tTV Loss: 11.999\tTotal Loss: 735.269\n\n 97%|#########6| 242/250 [02:28<00:04, 1.62it/s]\nCLIP Loss: 723.549\tRange Loss: 0.000\tTV Loss: 10.862\tTotal Loss: 734.411\n\n 97%|#########7| 243/250 [02:28<00:04, 1.67it/s]\nCLIP Loss: 723.773\tRange Loss: 0.000\tTV Loss: 9.756\tTotal Loss: 733.530\n\n 98%|#########7| 244/250 [02:29<00:03, 1.70it/s]\nCLIP Loss: 725.752\tRange Loss: 0.000\tTV Loss: 8.769\tTotal Loss: 734.521\n\n 98%|#########8| 245/250 [02:29<00:02, 1.73it/s]\nCLIP Loss: 730.641\tRange Loss: 0.000\tTV Loss: 7.846\tTotal Loss: 738.487\n\n 98%|#########8| 246/250 [02:30<00:02, 1.54it/s]\nCLIP Loss: 731.142\tRange Loss: 0.000\tTV Loss: 7.050\tTotal Loss: 738.192\n\n 99%|#########8| 247/250 [02:31<00:01, 1.62it/s]\nCLIP Loss: 738.456\tRange Loss: 0.000\tTV Loss: 6.383\tTotal Loss: 744.839\n\n 99%|#########9| 248/250 [02:31<00:01, 1.67it/s]\nCLIP Loss: 730.555\tRange Loss: 0.000\tTV Loss: 5.862\tTotal Loss: 736.417\n\n100%|#########9| 249/250 [02:32<00:00, 1.71it/s]\nCLIP Loss: 738.816\tRange Loss: 0.000\tTV Loss: 5.464\tTotal Loss: 744.280\n\n100%|##########| 250/250 [02:33<00:00, 1.56it/s]\n\n100%|##########| 250/250 [02:33<00:00, 1.63it/s]", "metrics": { "total_time": 154.712536 }, "output": [ { "file": "https://replicate.delivery/mgxm/55cc8e25-6072-435d-9d69-550c69989c70/0000.png" }, { "file": "https://replicate.delivery/mgxm/f8371308-4138-45a9-8cb4-15d2b80c9dcd/0005.png" }, { "file": "https://replicate.delivery/mgxm/6acbda4e-dc9a-4e04-83de-17d626c3dd56/0010.png" }, { "file": "https://replicate.delivery/mgxm/15b81b03-2280-403e-8efa-432250e49cc6/0015.png" }, { "file": "https://replicate.delivery/mgxm/c270dcf7-46ea-48d7-a0dc-6d0634011040/0020.png" }, { "file": "https://replicate.delivery/mgxm/70b68f05-f632-4688-ae5e-f99101664dea/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 960.106 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 968.186 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:40, 1.55it/s] CLIP Loss: 933.808 Range Loss: 0.003 TV Loss: 5.976 Total Loss: 939.787 1%| | 2/250 [00:01<02:24, 1.71it/s] CLIP Loss: 930.235 Range Loss: 0.003 TV Loss: 5.511 Total Loss: 935.750 1%|1 | 3/250 [00:01<02:20, 1.76it/s] CLIP Loss: 930.996 Range Loss: 0.004 TV Loss: 5.431 Total Loss: 936.432 2%|1 | 4/250 [00:02<02:17, 1.79it/s] CLIP Loss: 931.170 Range Loss: 0.001 TV Loss: 4.576 Total Loss: 935.746 2%|2 | 5/250 [00:02<02:16, 1.79it/s] CLIP Loss: 925.981 Range Loss: 0.000 TV Loss: 4.167 Total Loss: 930.149 2%|2 | 6/250 [00:03<02:32, 1.60it/s] CLIP Loss: 923.757 Range Loss: 0.000 TV Loss: 3.436 Total Loss: 927.193 3%|2 | 7/250 [00:04<02:25, 1.67it/s] CLIP Loss: 926.342 Range Loss: 0.000 TV Loss: 3.065 Total Loss: 929.408 3%|3 | 8/250 [00:04<02:24, 1.68it/s] CLIP Loss: 924.746 Range Loss: 0.000 TV Loss: 3.421 Total Loss: 928.168 4%|3 | 9/250 [00:05<02:20, 1.71it/s] CLIP Loss: 918.029 Range Loss: 0.000 TV Loss: 2.549 Total Loss: 920.578 4%|4 | 10/250 [00:05<02:17, 1.74it/s] CLIP Loss: 912.132 Range Loss: 0.000 TV Loss: 2.521 Total Loss: 914.654 4%|4 | 11/250 [00:06<02:28, 1.60it/s] CLIP Loss: 915.566 Range Loss: 0.000 TV Loss: 2.336 Total Loss: 917.903 5%|4 | 12/250 [00:07<02:22, 1.67it/s] CLIP Loss: 919.011 Range Loss: 0.000 TV Loss: 2.550 Total Loss: 921.562 5%|5 | 13/250 [00:07<02:19, 1.69it/s] CLIP Loss: 912.413 Range Loss: 0.000 TV Loss: 2.440 Total Loss: 914.853 6%|5 | 14/250 [00:08<02:17, 1.71it/s] CLIP Loss: 906.123 Range Loss: 0.000 TV Loss: 1.945 Total Loss: 908.069 6%|6 | 15/250 [00:08<02:16, 1.72it/s] CLIP Loss: 903.495 Range Loss: 0.000 TV Loss: 3.271 Total Loss: 906.766 6%|6 | 16/250 [00:09<02:28, 1.58it/s] CLIP Loss: 900.737 Range Loss: 0.000 TV Loss: 2.110 Total Loss: 902.847 7%|6 | 17/250 [00:10<02:21, 1.65it/s] CLIP Loss: 896.984 Range Loss: 0.000 TV Loss: 2.567 Total Loss: 899.551 7%|7 | 18/250 [00:10<02:18, 1.68it/s] CLIP Loss: 901.459 Range Loss: 0.000 TV Loss: 2.066 Total Loss: 903.525 8%|7 | 19/250 [00:11<02:15, 1.70it/s] CLIP Loss: 898.362 Range Loss: 0.000 TV Loss: 2.055 Total Loss: 900.417 8%|8 | 20/250 [00:11<02:12, 1.73it/s] CLIP Loss: 888.528 Range Loss: 0.000 TV Loss: 1.571 Total Loss: 890.099 8%|8 | 21/250 [00:12<02:23, 1.60it/s] CLIP Loss: 895.096 Range Loss: 0.000 TV Loss: 1.467 Total Loss: 896.563 9%|8 | 22/250 [00:13<02:17, 1.66it/s] CLIP Loss: 891.337 Range Loss: 0.000 TV Loss: 1.710 Total Loss: 893.047 9%|9 | 23/250 [00:13<02:14, 1.69it/s] CLIP Loss: 891.776 Range Loss: 0.000 TV Loss: 1.853 Total Loss: 893.629 10%|9 | 24/250 [00:14<02:11, 1.72it/s] CLIP Loss: 892.278 Range Loss: 0.000 TV Loss: 2.206 Total Loss: 894.483 10%|# | 25/250 [00:14<02:09, 1.73it/s] CLIP Loss: 892.115 Range Loss: 0.000 TV Loss: 2.064 Total Loss: 894.179 10%|# | 26/250 [00:15<02:29, 1.50it/s] CLIP Loss: 884.132 Range Loss: 0.000 TV Loss: 1.862 Total Loss: 885.994 11%|# | 27/250 [00:16<02:21, 1.58it/s] CLIP Loss: 896.517 Range Loss: 0.000 TV Loss: 1.084 Total Loss: 897.601 11%|#1 | 28/250 [00:16<02:16, 1.63it/s] CLIP Loss: 882.412 Range Loss: 0.000 TV Loss: 1.334 Total Loss: 883.746 12%|#1 | 29/250 [00:17<02:12, 1.67it/s] CLIP Loss: 874.723 Range Loss: 0.000 TV Loss: 1.125 Total Loss: 875.848 12%|#2 | 30/250 [00:17<02:08, 1.71it/s] CLIP Loss: 867.839 Range Loss: 0.000 TV Loss: 1.000 Total Loss: 868.839 12%|#2 | 31/250 [00:18<02:19, 1.57it/s] CLIP Loss: 846.573 Range Loss: 0.000 TV Loss: 1.034 Total Loss: 847.607 13%|#2 | 32/250 [00:19<02:14, 1.62it/s] CLIP Loss: 831.984 Range Loss: 0.000 TV Loss: 1.057 Total Loss: 833.041 13%|#3 | 33/250 [00:19<02:11, 1.65it/s] CLIP Loss: 853.702 Range Loss: 0.000 TV Loss: 0.643 Total Loss: 854.345 14%|#3 | 34/250 [00:20<02:08, 1.69it/s] CLIP Loss: 842.564 Range Loss: 0.000 TV Loss: 0.998 Total Loss: 843.562 14%|#4 | 35/250 [00:20<02:06, 1.70it/s] CLIP Loss: 830.789 Range Loss: 0.000 TV Loss: 0.445 Total Loss: 831.234 14%|#4 | 36/250 [00:21<02:18, 1.55it/s] CLIP Loss: 815.197 Range Loss: 0.000 TV Loss: 0.929 Total Loss: 816.126 15%|#4 | 37/250 [00:22<02:11, 1.61it/s] CLIP Loss: 812.252 Range Loss: 0.000 TV Loss: 0.626 Total Loss: 812.878 15%|#5 | 38/250 [00:22<02:09, 1.64it/s] CLIP Loss: 803.758 Range Loss: 0.000 TV Loss: 0.346 Total Loss: 804.104 16%|#5 | 39/250 [00:23<02:06, 1.67it/s] CLIP Loss: 806.689 Range Loss: 0.000 TV Loss: 0.381 Total Loss: 807.070 16%|#6 | 40/250 [00:24<02:03, 1.70it/s] CLIP Loss: 810.999 Range Loss: 0.000 TV Loss: 0.356 Total Loss: 811.356 16%|#6 | 41/250 [00:24<02:17, 1.52it/s] CLIP Loss: 827.207 Range Loss: 0.000 TV Loss: 0.363 Total Loss: 827.570 17%|#6 | 42/250 [00:25<02:10, 1.60it/s] CLIP Loss: 820.177 Range Loss: 0.000 TV Loss: 0.404 Total Loss: 820.582 17%|#7 | 43/250 [00:25<02:05, 1.64it/s] CLIP Loss: 797.033 Range Loss: 0.000 TV Loss: 0.306 Total Loss: 797.338 18%|#7 | 44/250 [00:26<02:02, 1.68it/s] CLIP Loss: 795.760 Range Loss: 0.000 TV Loss: 0.329 Total Loss: 796.088 18%|#8 | 45/250 [00:27<02:00, 1.70it/s] CLIP Loss: 798.419 Range Loss: 0.000 TV Loss: 0.350 Total Loss: 798.769 18%|#8 | 46/250 [00:27<02:11, 1.55it/s] CLIP Loss: 799.074 Range Loss: 0.000 TV Loss: 0.262 Total Loss: 799.336 19%|#8 | 47/250 [00:28<02:06, 1.61it/s] CLIP Loss: 802.481 Range Loss: 0.000 TV Loss: 0.263 Total Loss: 802.745 19%|#9 | 48/250 [00:29<02:02, 1.65it/s] CLIP Loss: 786.886 Range Loss: 0.000 TV Loss: 0.322 Total Loss: 787.209 20%|#9 | 49/250 [00:29<01:59, 1.68it/s] CLIP Loss: 788.034 Range Loss: 0.000 TV Loss: 0.307 Total Loss: 788.340 20%|## | 50/250 [00:30<01:58, 1.69it/s] CLIP Loss: 791.402 Range Loss: 0.000 TV Loss: 0.215 Total Loss: 791.617 20%|## | 51/250 [00:31<02:12, 1.51it/s] CLIP Loss: 798.641 Range Loss: 0.000 TV Loss: 0.258 Total Loss: 798.899 21%|## | 52/250 [00:31<02:05, 1.57it/s] CLIP Loss: 811.599 Range Loss: 0.000 TV Loss: 0.234 Total Loss: 811.833 21%|##1 | 53/250 [00:32<02:01, 1.62it/s] CLIP Loss: 798.729 Range Loss: 0.000 TV Loss: 0.188 Total Loss: 798.917 22%|##1 | 54/250 [00:32<01:57, 1.66it/s] CLIP Loss: 790.308 Range Loss: 0.000 TV Loss: 0.321 Total Loss: 790.629 22%|##2 | 55/250 [00:33<01:55, 1.68it/s] CLIP Loss: 789.838 Range Loss: 0.000 TV Loss: 0.192 Total Loss: 790.029 22%|##2 | 56/250 [00:34<02:15, 1.43it/s] CLIP Loss: 802.967 Range Loss: 0.000 TV Loss: 0.180 Total Loss: 803.147 23%|##2 | 57/250 [00:34<02:07, 1.52it/s] CLIP Loss: 792.734 Range Loss: 0.000 TV Loss: 0.185 Total Loss: 792.920 23%|##3 | 58/250 [00:35<02:01, 1.57it/s] CLIP Loss: 832.745 Range Loss: 0.000 TV Loss: 0.144 Total Loss: 832.889 24%|##3 | 59/250 [00:35<01:57, 1.63it/s] CLIP Loss: 793.063 Range Loss: 0.000 TV Loss: 0.184 Total Loss: 793.247 24%|##4 | 60/250 [00:36<01:54, 1.66it/s] CLIP Loss: 771.592 Range Loss: 0.000 TV Loss: 0.162 Total Loss: 771.754 24%|##4 | 61/250 [00:37<02:10, 1.45it/s] CLIP Loss: 781.835 Range Loss: 0.000 TV Loss: 0.128 Total Loss: 781.964 25%|##4 | 62/250 [00:37<02:02, 1.53it/s] CLIP Loss: 779.613 Range Loss: 0.000 TV Loss: 0.129 Total Loss: 779.742 25%|##5 | 63/250 [00:38<01:56, 1.60it/s] CLIP Loss: 787.615 Range Loss: 0.000 TV Loss: 0.155 Total Loss: 787.769 26%|##5 | 64/250 [00:39<01:53, 1.64it/s] CLIP Loss: 778.172 Range Loss: 0.000 TV Loss: 0.195 Total Loss: 778.367 26%|##6 | 65/250 [00:39<01:50, 1.68it/s] CLIP Loss: 783.104 Range Loss: 0.000 TV Loss: 0.183 Total Loss: 783.287 26%|##6 | 66/250 [00:40<02:03, 1.49it/s] CLIP Loss: 785.178 Range Loss: 0.000 TV Loss: 0.156 Total Loss: 785.334 27%|##6 | 67/250 [00:41<01:56, 1.57it/s] CLIP Loss: 781.226 Range Loss: 0.000 TV Loss: 0.150 Total Loss: 781.376 27%|##7 | 68/250 [00:41<01:51, 1.63it/s] CLIP Loss: 774.746 Range Loss: 0.000 TV Loss: 0.172 Total Loss: 774.918 28%|##7 | 69/250 [00:42<01:48, 1.67it/s] CLIP Loss: 769.702 Range Loss: 0.000 TV Loss: 0.189 Total Loss: 769.891 28%|##8 | 70/250 [00:42<01:46, 1.69it/s] CLIP Loss: 771.329 Range Loss: 0.000 TV Loss: 0.131 Total Loss: 771.460 28%|##8 | 71/250 [00:43<02:01, 1.47it/s] CLIP Loss: 767.859 Range Loss: 0.000 TV Loss: 0.141 Total Loss: 768.000 29%|##8 | 72/250 [00:44<01:54, 1.56it/s] CLIP Loss: 769.734 Range Loss: 0.000 TV Loss: 0.189 Total Loss: 769.923 29%|##9 | 73/250 [00:44<01:49, 1.62it/s] CLIP Loss: 770.604 Range Loss: 0.000 TV Loss: 0.180 Total Loss: 770.784 30%|##9 | 74/250 [00:45<01:45, 1.67it/s] CLIP Loss: 794.403 Range Loss: 0.000 TV Loss: 0.218 Total Loss: 794.622 30%|### | 75/250 [00:45<01:42, 1.70it/s] CLIP Loss: 788.212 Range Loss: 0.000 TV Loss: 0.177 Total Loss: 788.390 30%|### | 76/250 [00:46<01:56, 1.50it/s] CLIP Loss: 829.631 Range Loss: 0.000 TV Loss: 0.310 Total Loss: 829.941 31%|### | 77/250 [00:47<01:49, 1.58it/s] CLIP Loss: 824.628 Range Loss: 0.000 TV Loss: 0.299 Total Loss: 824.927 31%|###1 | 78/250 [00:47<01:45, 1.63it/s] CLIP Loss: 797.884 Range Loss: 0.000 TV Loss: 0.234 Total Loss: 798.118 32%|###1 | 79/250 [00:48<01:42, 1.67it/s] CLIP Loss: 788.806 Range Loss: 0.000 TV Loss: 0.312 Total Loss: 789.117 32%|###2 | 80/250 [00:48<01:39, 1.71it/s] CLIP Loss: 782.352 Range Loss: 0.000 TV Loss: 0.317 Total Loss: 782.669 32%|###2 | 81/250 [00:49<01:53, 1.49it/s] CLIP Loss: 791.114 Range Loss: 0.000 TV Loss: 0.319 Total Loss: 791.433 33%|###2 | 82/250 [00:50<01:46, 1.58it/s] CLIP Loss: 774.105 Range Loss: 0.000 TV Loss: 0.257 Total Loss: 774.362 33%|###3 | 83/250 [00:50<01:42, 1.63it/s] CLIP Loss: 780.964 Range Loss: 0.000 TV Loss: 0.242 Total Loss: 781.206 34%|###3 | 84/250 [00:51<01:40, 1.66it/s] CLIP Loss: 774.541 Range Loss: 0.000 TV Loss: 0.341 Total Loss: 774.882 34%|###4 | 85/250 [00:52<01:37, 1.70it/s] CLIP Loss: 765.881 Range Loss: 0.000 TV Loss: 0.400 Total Loss: 766.281 34%|###4 | 86/250 [00:52<01:50, 1.49it/s] CLIP Loss: 759.142 Range Loss: 0.000 TV Loss: 0.341 Total Loss: 759.482 35%|###4 | 87/250 [00:53<01:43, 1.57it/s] CLIP Loss: 748.512 Range Loss: 0.000 TV Loss: 0.376 Total Loss: 748.888 35%|###5 | 88/250 [00:54<01:39, 1.62it/s] CLIP Loss: 741.608 Range Loss: 0.000 TV Loss: 0.447 Total Loss: 742.055 36%|###5 | 89/250 [00:54<01:36, 1.67it/s] CLIP Loss: 743.766 Range Loss: 0.000 TV Loss: 0.381 Total Loss: 744.147 36%|###6 | 90/250 [00:55<01:33, 1.71it/s] CLIP Loss: 740.324 Range Loss: 0.000 TV Loss: 0.600 Total Loss: 740.924 36%|###6 | 91/250 [00:56<01:45, 1.51it/s] CLIP Loss: 741.729 Range Loss: 0.000 TV Loss: 0.525 Total Loss: 742.254 37%|###6 | 92/250 [00:56<01:40, 1.58it/s] CLIP Loss: 739.940 Range Loss: 0.000 TV Loss: 0.524 Total Loss: 740.464 37%|###7 | 93/250 [00:57<01:35, 1.64it/s] CLIP Loss: 735.983 Range Loss: 0.000 TV Loss: 0.510 Total Loss: 736.494 38%|###7 | 94/250 [00:57<01:32, 1.68it/s] CLIP Loss: 743.069 Range Loss: 0.000 TV Loss: 0.539 Total Loss: 743.608 38%|###8 | 95/250 [00:58<01:30, 1.72it/s] CLIP Loss: 746.112 Range Loss: 0.000 TV Loss: 0.659 Total Loss: 746.771 38%|###8 | 96/250 [00:59<01:42, 1.51it/s] CLIP Loss: 733.537 Range Loss: 0.000 TV Loss: 0.602 Total Loss: 734.139 39%|###8 | 97/250 [00:59<01:37, 1.58it/s] CLIP Loss: 738.129 Range Loss: 0.000 TV Loss: 0.624 Total Loss: 738.753 39%|###9 | 98/250 [01:00<01:32, 1.64it/s] CLIP Loss: 726.429 Range Loss: 0.000 TV Loss: 0.553 Total Loss: 726.982 40%|###9 | 99/250 [01:00<01:29, 1.68it/s] CLIP Loss: 719.743 Range Loss: 0.000 TV Loss: 0.704 Total Loss: 720.447 40%|#### | 100/250 [01:01<01:27, 1.71it/s] CLIP Loss: 724.393 Range Loss: 0.000 TV Loss: 0.693 Total Loss: 725.087 40%|#### | 101/250 [01:02<01:41, 1.47it/s] CLIP Loss: 723.566 Range Loss: 0.000 TV Loss: 0.815 Total Loss: 724.381 41%|#### | 102/250 [01:02<01:35, 1.55it/s] CLIP Loss: 732.049 Range Loss: 0.000 TV Loss: 0.785 Total Loss: 732.834 41%|####1 | 103/250 [01:03<01:31, 1.61it/s] CLIP Loss: 729.935 Range Loss: 0.000 TV Loss: 0.852 Total Loss: 730.788 42%|####1 | 104/250 [01:03<01:27, 1.66it/s] CLIP Loss: 726.894 Range Loss: 0.000 TV Loss: 0.955 Total Loss: 727.849 42%|####2 | 105/250 [01:04<01:25, 1.69it/s] CLIP Loss: 730.071 Range Loss: 0.000 TV Loss: 1.037 Total Loss: 731.107 42%|####2 | 106/250 [01:05<01:35, 1.50it/s] CLIP Loss: 722.703 Range Loss: 0.000 TV Loss: 0.948 Total Loss: 723.652 43%|####2 | 107/250 [01:05<01:30, 1.59it/s] CLIP Loss: 722.233 Range Loss: 0.000 TV Loss: 1.000 Total Loss: 723.234 43%|####3 | 108/250 [01:06<01:25, 1.65it/s] CLIP Loss: 725.604 Range Loss: 0.000 TV Loss: 0.997 Total Loss: 726.600 44%|####3 | 109/250 [01:07<01:23, 1.70it/s] CLIP Loss: 721.861 Range Loss: 0.000 TV Loss: 1.011 Total Loss: 722.872 44%|####4 | 110/250 [01:07<01:21, 1.71it/s] CLIP Loss: 728.776 Range Loss: 0.000 TV Loss: 0.937 Total Loss: 729.712 44%|####4 | 111/250 [01:08<01:32, 1.51it/s] CLIP Loss: 730.328 Range Loss: 0.000 TV Loss: 1.016 Total Loss: 731.344 45%|####4 | 112/250 [01:08<01:26, 1.59it/s] CLIP Loss: 719.755 Range Loss: 0.000 TV Loss: 1.186 Total Loss: 720.941 45%|####5 | 113/250 [01:09<01:23, 1.64it/s] CLIP Loss: 732.843 Range Loss: 0.000 TV Loss: 1.214 Total Loss: 734.057 46%|####5 | 114/250 [01:10<01:20, 1.69it/s] CLIP Loss: 724.566 Range Loss: 0.000 TV Loss: 1.217 Total Loss: 725.782 46%|####6 | 115/250 [01:10<01:18, 1.73it/s] CLIP Loss: 727.066 Range Loss: 0.000 TV Loss: 1.186 Total Loss: 728.252 46%|####6 | 116/250 [01:11<01:30, 1.48it/s] CLIP Loss: 728.458 Range Loss: 0.000 TV Loss: 1.250 Total Loss: 729.707 47%|####6 | 117/250 [01:12<01:25, 1.56it/s] CLIP Loss: 731.720 Range Loss: 0.000 TV Loss: 1.284 Total Loss: 733.004 47%|####7 | 118/250 [01:12<01:20, 1.63it/s] CLIP Loss: 731.088 Range Loss: 0.000 TV Loss: 1.445 Total Loss: 732.532 48%|####7 | 119/250 [01:13<01:17, 1.68it/s] CLIP Loss: 735.315 Range Loss: 0.000 TV Loss: 1.452 Total Loss: 736.767 48%|####8 | 120/250 [01:13<01:15, 1.71it/s] CLIP Loss: 729.923 Range Loss: 0.000 TV Loss: 1.557 Total Loss: 731.480 48%|####8 | 121/250 [01:14<01:24, 1.53it/s] CLIP Loss: 728.125 Range Loss: 0.000 TV Loss: 1.513 Total Loss: 729.639 49%|####8 | 122/250 [01:15<01:19, 1.60it/s] CLIP Loss: 731.960 Range Loss: 0.000 TV Loss: 1.622 Total Loss: 733.582 49%|####9 | 123/250 [01:15<01:16, 1.66it/s] CLIP Loss: 730.009 Range Loss: 0.000 TV Loss: 1.587 Total Loss: 731.596 50%|####9 | 124/250 [01:16<01:14, 1.70it/s] CLIP Loss: 731.786 Range Loss: 0.000 TV Loss: 1.843 Total Loss: 733.628 50%|##### | 125/250 [01:16<01:12, 1.73it/s] CLIP Loss: 730.938 Range Loss: 0.000 TV Loss: 2.007 Total Loss: 732.945 50%|##### | 126/250 [01:17<01:20, 1.53it/s] CLIP Loss: 727.772 Range Loss: 0.000 TV Loss: 2.090 Total Loss: 729.862 51%|##### | 127/250 [01:18<01:16, 1.61it/s] CLIP Loss: 730.173 Range Loss: 0.000 TV Loss: 2.124 Total Loss: 732.297 51%|#####1 | 128/250 [01:18<01:13, 1.66it/s] CLIP Loss: 727.583 Range Loss: 0.000 TV Loss: 2.255 Total Loss: 729.837 52%|#####1 | 129/250 [01:19<01:10, 1.70it/s] CLIP Loss: 727.590 Range Loss: 0.000 TV Loss: 2.461 Total Loss: 730.052 52%|#####2 | 130/250 [01:19<01:09, 1.73it/s] CLIP Loss: 723.164 Range Loss: 0.000 TV Loss: 2.644 Total Loss: 725.808 52%|#####2 | 131/250 [01:20<01:17, 1.53it/s] CLIP Loss: 722.448 Range Loss: 0.000 TV Loss: 2.750 Total Loss: 725.198 53%|#####2 | 132/250 [01:21<01:13, 1.60it/s] CLIP Loss: 720.176 Range Loss: 0.000 TV Loss: 2.945 Total Loss: 723.121 53%|#####3 | 133/250 [01:21<01:10, 1.65it/s] CLIP Loss: 728.185 Range Loss: 0.000 TV Loss: 3.062 Total Loss: 731.247 54%|#####3 | 134/250 [01:22<01:08, 1.69it/s] CLIP Loss: 729.086 Range Loss: 0.000 TV Loss: 3.268 Total Loss: 732.353 54%|#####4 | 135/250 [01:22<01:06, 1.72it/s] CLIP Loss: 730.004 Range Loss: 0.000 TV Loss: 3.477 Total Loss: 733.480 54%|#####4 | 136/250 [01:23<01:14, 1.53it/s] CLIP Loss: 731.549 Range Loss: 0.000 TV Loss: 3.562 Total Loss: 735.112 55%|#####4 | 137/250 [01:24<01:10, 1.60it/s] CLIP Loss: 727.277 Range Loss: 0.000 TV Loss: 3.792 Total Loss: 731.070 55%|#####5 | 138/250 [01:24<01:07, 1.66it/s] CLIP Loss: 726.435 Range Loss: 0.000 TV Loss: 3.999 Total Loss: 730.435 56%|#####5 | 139/250 [01:25<01:05, 1.70it/s] CLIP Loss: 731.406 Range Loss: 0.000 TV Loss: 4.152 Total Loss: 735.558 56%|#####6 | 140/250 [01:25<01:03, 1.73it/s] CLIP Loss: 724.109 Range Loss: 0.000 TV Loss: 4.355 Total Loss: 728.464 56%|#####6 | 141/250 [01:26<01:10, 1.54it/s] CLIP Loss: 726.211 Range Loss: 0.000 TV Loss: 4.572 Total Loss: 730.783 57%|#####6 | 142/250 [01:27<01:06, 1.61it/s] CLIP Loss: 730.927 Range Loss: 0.000 TV Loss: 4.834 Total Loss: 735.761 57%|#####7 | 143/250 [01:27<01:04, 1.67it/s] CLIP Loss: 727.022 Range Loss: 0.000 TV Loss: 5.094 Total Loss: 732.116 58%|#####7 | 144/250 [01:28<01:02, 1.70it/s] CLIP Loss: 726.568 Range Loss: 0.000 TV Loss: 5.348 Total Loss: 731.917 58%|#####8 | 145/250 [01:28<01:00, 1.73it/s] CLIP Loss: 724.760 Range Loss: 0.000 TV Loss: 5.609 Total Loss: 730.369 58%|#####8 | 146/250 [01:29<01:07, 1.55it/s] CLIP Loss: 722.743 Range Loss: 0.000 TV Loss: 5.875 Total Loss: 728.618 59%|#####8 | 147/250 [01:30<01:03, 1.63it/s] CLIP Loss: 728.028 Range Loss: 0.000 TV Loss: 6.260 Total Loss: 734.288 59%|#####9 | 148/250 [01:30<01:00, 1.67it/s] CLIP Loss: 727.453 Range Loss: 0.000 TV Loss: 6.626 Total Loss: 734.079 60%|#####9 | 149/250 [01:31<00:59, 1.71it/s] CLIP Loss: 729.027 Range Loss: 0.000 TV Loss: 7.014 Total Loss: 736.041 60%|###### | 150/250 [01:32<00:57, 1.73it/s] CLIP Loss: 725.865 Range Loss: 0.000 TV Loss: 7.440 Total Loss: 733.305 60%|###### | 151/250 [01:32<01:04, 1.53it/s] CLIP Loss: 730.344 Range Loss: 0.000 TV Loss: 7.695 Total Loss: 738.039 61%|###### | 152/250 [01:33<01:00, 1.61it/s] CLIP Loss: 735.268 Range Loss: 0.000 TV Loss: 8.035 Total Loss: 743.302 61%|######1 | 153/250 [01:33<00:58, 1.66it/s] CLIP Loss: 732.557 Range Loss: 0.000 TV Loss: 8.464 Total Loss: 741.021 62%|######1 | 154/250 [01:34<00:56, 1.69it/s] CLIP Loss: 734.366 Range Loss: 0.000 TV Loss: 8.820 Total Loss: 743.187 62%|######2 | 155/250 [01:35<00:55, 1.72it/s] CLIP Loss: 734.675 Range Loss: 0.000 TV Loss: 9.202 Total Loss: 743.878 62%|######2 | 156/250 [01:35<01:01, 1.53it/s] CLIP Loss: 726.766 Range Loss: 0.000 TV Loss: 9.622 Total Loss: 736.388 63%|######2 | 157/250 [01:36<00:57, 1.61it/s] CLIP Loss: 733.404 Range Loss: 0.000 TV Loss: 10.092 Total Loss: 743.497 63%|######3 | 158/250 [01:36<00:55, 1.65it/s] CLIP Loss: 724.262 Range Loss: 0.000 TV Loss: 10.471 Total Loss: 734.733 64%|######3 | 159/250 [01:37<00:54, 1.68it/s] CLIP Loss: 740.519 Range Loss: 0.000 TV Loss: 11.060 Total Loss: 751.580 64%|######4 | 160/250 [01:38<00:52, 1.72it/s] CLIP Loss: 730.184 Range Loss: 0.000 TV Loss: 11.564 Total Loss: 741.748 64%|######4 | 161/250 [01:38<00:58, 1.52it/s] CLIP Loss: 737.858 Range Loss: 0.000 TV Loss: 12.113 Total Loss: 749.971 65%|######4 | 162/250 [01:39<00:55, 1.59it/s] CLIP Loss: 730.770 Range Loss: 0.000 TV Loss: 12.593 Total Loss: 743.363 65%|######5 | 163/250 [01:40<00:52, 1.65it/s] CLIP Loss: 729.995 Range Loss: 0.000 TV Loss: 13.127 Total Loss: 743.122 66%|######5 | 164/250 [01:40<00:51, 1.69it/s] CLIP Loss: 728.802 Range Loss: 0.000 TV Loss: 13.751 Total Loss: 742.553 66%|######6 | 165/250 [01:41<00:49, 1.72it/s] CLIP Loss: 730.963 Range Loss: 0.000 TV Loss: 14.460 Total Loss: 745.422 66%|######6 | 166/250 [01:42<00:55, 1.52it/s] CLIP Loss: 730.633 Range Loss: 0.000 TV Loss: 14.978 Total Loss: 745.611 67%|######6 | 167/250 [01:42<00:52, 1.59it/s] CLIP Loss: 733.289 Range Loss: 0.000 TV Loss: 15.616 Total Loss: 748.905 67%|######7 | 168/250 [01:43<00:49, 1.65it/s] CLIP Loss: 728.074 Range Loss: 0.000 TV Loss: 16.246 Total Loss: 744.320 68%|######7 | 169/250 [01:43<00:48, 1.69it/s] CLIP Loss: 721.608 Range Loss: 0.000 TV Loss: 16.892 Total Loss: 738.500 68%|######8 | 170/250 [01:44<00:46, 1.72it/s] CLIP Loss: 718.147 Range Loss: 0.000 TV Loss: 17.604 Total Loss: 735.751 68%|######8 | 171/250 [01:45<00:51, 1.54it/s] CLIP Loss: 728.382 Range Loss: 0.000 TV Loss: 18.401 Total Loss: 746.783 69%|######8 | 172/250 [01:45<00:48, 1.62it/s] CLIP Loss: 726.403 Range Loss: 0.000 TV Loss: 19.113 Total Loss: 745.516 69%|######9 | 173/250 [01:46<00:46, 1.67it/s] CLIP Loss: 717.027 Range Loss: 0.000 TV Loss: 19.770 Total Loss: 736.797 70%|######9 | 174/250 [01:46<00:44, 1.71it/s] CLIP Loss: 724.772 Range Loss: 0.000 TV Loss: 20.529 Total Loss: 745.301 70%|####### | 175/250 [01:47<00:43, 1.73it/s] CLIP Loss: 724.087 Range Loss: 0.000 TV Loss: 21.175 Total Loss: 745.262 70%|####### | 176/250 [01:48<00:47, 1.55it/s] CLIP Loss: 722.544 Range Loss: 0.000 TV Loss: 21.928 Total Loss: 744.472 71%|####### | 177/250 [01:48<00:45, 1.61it/s] CLIP Loss: 723.587 Range Loss: 0.000 TV Loss: 22.786 Total Loss: 746.373 71%|#######1 | 178/250 [01:49<00:43, 1.66it/s] CLIP Loss: 726.016 Range Loss: 0.000 TV Loss: 23.462 Total Loss: 749.478 72%|#######1 | 179/250 [01:49<00:41, 1.70it/s] CLIP Loss: 726.960 Range Loss: 0.000 TV Loss: 24.267 Total Loss: 751.227 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s] CLIP Loss: 729.949 Range Loss: 0.000 TV Loss: 25.067 Total Loss: 755.016 72%|#######2 | 181/250 [01:51<00:44, 1.54it/s] CLIP Loss: 729.661 Range Loss: 0.000 TV Loss: 25.852 Total Loss: 755.513 73%|#######2 | 182/250 [01:51<00:42, 1.61it/s] CLIP Loss: 737.892 Range Loss: 0.000 TV Loss: 26.716 Total Loss: 764.609 73%|#######3 | 183/250 [01:52<00:40, 1.66it/s] CLIP Loss: 732.936 Range Loss: 0.000 TV Loss: 27.479 Total Loss: 760.415 74%|#######3 | 184/250 [01:52<00:38, 1.70it/s] CLIP Loss: 731.433 Range Loss: 0.000 TV Loss: 28.161 Total Loss: 759.595 74%|#######4 | 185/250 [01:53<00:37, 1.73it/s] CLIP Loss: 732.156 Range Loss: 0.000 TV Loss: 28.937 Total Loss: 761.093 74%|#######4 | 186/250 [01:54<00:41, 1.53it/s] CLIP Loss: 726.119 Range Loss: 0.000 TV Loss: 29.914 Total Loss: 756.033 75%|#######4 | 187/250 [01:54<00:39, 1.60it/s] CLIP Loss: 731.340 Range Loss: 0.000 TV Loss: 30.683 Total Loss: 762.023 75%|#######5 | 188/250 [01:55<00:37, 1.65it/s] CLIP Loss: 724.399 Range Loss: 0.000 TV Loss: 31.506 Total Loss: 755.905 76%|#######5 | 189/250 [01:55<00:36, 1.69it/s] CLIP Loss: 730.369 Range Loss: 0.000 TV Loss: 32.240 Total Loss: 762.609 76%|#######6 | 190/250 [01:56<00:34, 1.72it/s] CLIP Loss: 727.017 Range Loss: 0.000 TV Loss: 32.932 Total Loss: 759.949 76%|#######6 | 191/250 [01:57<00:38, 1.54it/s] CLIP Loss: 727.879 Range Loss: 0.000 TV Loss: 33.837 Total Loss: 761.716 77%|#######6 | 192/250 [01:57<00:36, 1.61it/s] CLIP Loss: 731.822 Range Loss: 0.000 TV Loss: 34.566 Total Loss: 766.388 77%|#######7 | 193/250 [01:58<00:34, 1.66it/s] CLIP Loss: 726.580 Range Loss: 0.000 TV Loss: 35.349 Total Loss: 761.929 78%|#######7 | 194/250 [01:58<00:32, 1.70it/s] CLIP Loss: 724.003 Range Loss: 0.000 TV Loss: 36.022 Total Loss: 760.025 78%|#######8 | 195/250 [01:59<00:32, 1.72it/s] CLIP Loss: 728.912 Range Loss: 0.000 TV Loss: 36.705 Total Loss: 765.617 78%|#######8 | 196/250 [02:00<00:34, 1.55it/s] CLIP Loss: 736.364 Range Loss: 0.000 TV Loss: 37.339 Total Loss: 773.704 79%|#######8 | 197/250 [02:00<00:32, 1.61it/s] CLIP Loss: 734.777 Range Loss: 0.000 TV Loss: 37.994 Total Loss: 772.770 79%|#######9 | 198/250 [02:01<00:31, 1.66it/s] CLIP Loss: 727.149 Range Loss: 0.000 TV Loss: 38.614 Total Loss: 765.763 80%|#######9 | 199/250 [02:01<00:30, 1.69it/s] CLIP Loss: 733.415 Range Loss: 0.000 TV Loss: 39.064 Total Loss: 772.479 80%|######## | 200/250 [02:02<00:29, 1.72it/s] CLIP Loss: 727.386 Range Loss: 0.000 TV Loss: 39.416 Total Loss: 766.801 80%|######## | 201/250 [02:03<00:31, 1.53it/s] CLIP Loss: 733.613 Range Loss: 0.000 TV Loss: 39.914 Total Loss: 773.527 81%|######## | 202/250 [02:03<00:29, 1.61it/s] CLIP Loss: 732.790 Range Loss: 0.000 TV Loss: 40.269 Total Loss: 773.059 81%|########1 | 203/250 [02:04<00:28, 1.66it/s] CLIP Loss: 731.442 Range Loss: 0.000 TV Loss: 40.633 Total Loss: 772.075 82%|########1 | 204/250 [02:04<00:27, 1.70it/s] CLIP Loss: 726.988 Range Loss: 0.000 TV Loss: 40.847 Total Loss: 767.836 82%|########2 | 205/250 [02:05<00:25, 1.73it/s] CLIP Loss: 728.385 Range Loss: 0.000 TV Loss: 41.040 Total Loss: 769.426 82%|########2 | 206/250 [02:06<00:28, 1.56it/s] CLIP Loss: 725.260 Range Loss: 0.000 TV Loss: 41.104 Total Loss: 766.364 83%|########2 | 207/250 [02:06<00:26, 1.63it/s] CLIP Loss: 723.417 Range Loss: 0.000 TV Loss: 41.135 Total Loss: 764.553 83%|########3 | 208/250 [02:07<00:25, 1.66it/s] CLIP Loss: 722.132 Range Loss: 0.000 TV Loss: 41.265 Total Loss: 763.397 84%|########3 | 209/250 [02:08<00:24, 1.70it/s] CLIP Loss: 727.278 Range Loss: 0.000 TV Loss: 41.236 Total Loss: 768.514 84%|########4 | 210/250 [02:08<00:23, 1.70it/s] CLIP Loss: 726.011 Range Loss: 0.000 TV Loss: 41.284 Total Loss: 767.295 84%|########4 | 211/250 [02:09<00:25, 1.54it/s] CLIP Loss: 729.585 Range Loss: 0.000 TV Loss: 41.166 Total Loss: 770.751 85%|########4 | 212/250 [02:09<00:23, 1.61it/s] CLIP Loss: 720.331 Range Loss: 0.000 TV Loss: 40.989 Total Loss: 761.320 85%|########5 | 213/250 [02:10<00:22, 1.66it/s] CLIP Loss: 721.683 Range Loss: 0.000 TV Loss: 40.794 Total Loss: 762.478 86%|########5 | 214/250 [02:11<00:21, 1.69it/s] CLIP Loss: 724.501 Range Loss: 0.000 TV Loss: 40.572 Total Loss: 765.073 86%|########6 | 215/250 [02:11<00:20, 1.71it/s] CLIP Loss: 727.911 Range Loss: 0.000 TV Loss: 40.165 Total Loss: 768.077 86%|########6 | 216/250 [02:12<00:21, 1.55it/s] CLIP Loss: 724.786 Range Loss: 0.000 TV Loss: 39.675 Total Loss: 764.461 87%|########6 | 217/250 [02:12<00:20, 1.61it/s] CLIP Loss: 723.621 Range Loss: 0.000 TV Loss: 39.151 Total Loss: 762.772 87%|########7 | 218/250 [02:13<00:19, 1.65it/s] CLIP Loss: 717.867 Range Loss: 0.000 TV Loss: 38.508 Total Loss: 756.375 88%|########7 | 219/250 [02:14<00:18, 1.69it/s] CLIP Loss: 722.850 Range Loss: 0.000 TV Loss: 37.897 Total Loss: 760.747 88%|########8 | 220/250 [02:14<00:17, 1.71it/s] CLIP Loss: 724.090 Range Loss: 0.000 TV Loss: 37.260 Total Loss: 761.349 88%|########8 | 221/250 [02:15<00:19, 1.52it/s] CLIP Loss: 717.971 Range Loss: 0.000 TV Loss: 36.443 Total Loss: 754.414 89%|########8 | 222/250 [02:16<00:17, 1.58it/s] CLIP Loss: 723.339 Range Loss: 0.000 TV Loss: 35.641 Total Loss: 758.980 89%|########9 | 223/250 [02:16<00:16, 1.64it/s] CLIP Loss: 719.736 Range Loss: 0.000 TV Loss: 34.774 Total Loss: 754.511 90%|########9 | 224/250 [02:17<00:15, 1.68it/s] CLIP Loss: 722.366 Range Loss: 0.000 TV Loss: 33.814 Total Loss: 756.180 90%|######### | 225/250 [02:17<00:14, 1.71it/s] CLIP Loss: 730.987 Range Loss: 0.000 TV Loss: 32.787 Total Loss: 763.774 90%|######### | 226/250 [02:18<00:15, 1.54it/s] CLIP Loss: 724.384 Range Loss: 0.000 TV Loss: 31.680 Total Loss: 756.065 91%|######### | 227/250 [02:19<00:14, 1.62it/s] CLIP Loss: 718.466 Range Loss: 0.000 TV Loss: 30.575 Total Loss: 749.041 91%|#########1| 228/250 [02:19<00:13, 1.66it/s] CLIP Loss: 722.187 Range Loss: 0.000 TV Loss: 29.343 Total Loss: 751.530 92%|#########1| 229/250 [02:20<00:12, 1.70it/s] CLIP Loss: 722.319 Range Loss: 0.000 TV Loss: 28.004 Total Loss: 750.323 92%|#########2| 230/250 [02:20<00:11, 1.72it/s] CLIP Loss: 715.375 Range Loss: 0.000 TV Loss: 26.741 Total Loss: 742.116 92%|#########2| 231/250 [02:21<00:12, 1.56it/s] CLIP Loss: 713.492 Range Loss: 0.000 TV Loss: 25.441 Total Loss: 738.933 93%|#########2| 232/250 [02:22<00:11, 1.63it/s] CLIP Loss: 719.270 Range Loss: 0.000 TV Loss: 24.100 Total Loss: 743.370 93%|#########3| 233/250 [02:22<00:10, 1.68it/s] CLIP Loss: 715.093 Range Loss: 0.000 TV Loss: 22.742 Total Loss: 737.835 94%|#########3| 234/250 [02:23<00:09, 1.72it/s] CLIP Loss: 712.371 Range Loss: 0.000 TV Loss: 21.349 Total Loss: 733.720 94%|#########3| 235/250 [02:23<00:08, 1.74it/s] CLIP Loss: 718.340 Range Loss: 0.000 TV Loss: 19.950 Total Loss: 738.290 94%|#########4| 236/250 [02:24<00:09, 1.55it/s] CLIP Loss: 718.113 Range Loss: 0.000 TV Loss: 18.539 Total Loss: 736.652 95%|#########4| 237/250 [02:25<00:08, 1.62it/s] CLIP Loss: 719.982 Range Loss: 0.000 TV Loss: 17.158 Total Loss: 737.140 95%|#########5| 238/250 [02:25<00:07, 1.67it/s] CLIP Loss: 723.826 Range Loss: 0.000 TV Loss: 15.796 Total Loss: 739.622 96%|#########5| 239/250 [02:26<00:06, 1.71it/s] CLIP Loss: 722.955 Range Loss: 0.000 TV Loss: 14.499 Total Loss: 737.454 96%|#########6| 240/250 [02:26<00:05, 1.75it/s] CLIP Loss: 721.064 Range Loss: 0.000 TV Loss: 13.219 Total Loss: 734.283 96%|#########6| 241/250 [02:27<00:05, 1.56it/s] CLIP Loss: 723.270 Range Loss: 0.000 TV Loss: 11.999 Total Loss: 735.269 97%|#########6| 242/250 [02:28<00:04, 1.62it/s] CLIP Loss: 723.549 Range Loss: 0.000 TV Loss: 10.862 Total Loss: 734.411 97%|#########7| 243/250 [02:28<00:04, 1.67it/s] CLIP Loss: 723.773 Range Loss: 0.000 TV Loss: 9.756 Total Loss: 733.530 98%|#########7| 244/250 [02:29<00:03, 1.70it/s] CLIP Loss: 725.752 Range Loss: 0.000 TV Loss: 8.769 Total Loss: 734.521 98%|#########8| 245/250 [02:29<00:02, 1.73it/s] CLIP Loss: 730.641 Range Loss: 0.000 TV Loss: 7.846 Total Loss: 738.487 98%|#########8| 246/250 [02:30<00:02, 1.54it/s] CLIP Loss: 731.142 Range Loss: 0.000 TV Loss: 7.050 Total Loss: 738.192 99%|#########8| 247/250 [02:31<00:01, 1.62it/s] CLIP Loss: 738.456 Range Loss: 0.000 TV Loss: 6.383 Total Loss: 744.839 99%|#########9| 248/250 [02:31<00:01, 1.67it/s] CLIP Loss: 730.555 Range Loss: 0.000 TV Loss: 5.862 Total Loss: 736.417 100%|#########9| 249/250 [02:32<00:00, 1.71it/s] CLIP Loss: 738.816 Range Loss: 0.000 TV Loss: 5.464 Total Loss: 744.280 100%|##########| 250/250 [02:33<00:00, 1.56it/s] 100%|##########| 250/250 [02:33<00:00, 1.63it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bID5vhmzdrgw5g7tmj5mod2i4boieStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of the city streets of Seoul, taken during the day
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a photo of the city streets of Seoul, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of the city streets of Seoul, taken during the day", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of the city streets of Seoul, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of the city streets of Seoul, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of the city streets of Seoul, taken during the day"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of the city streets of Seoul, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:51:05.744829Z", "created_at": "2021-10-15T14:48:30.687010Z", "data_removed": false, "error": null, "id": "5vhmzdrgw5g7tmj5mod2i4boie", "input": { "seed": "0", "prompt": "a photo of the city streets of Seoul, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 999.050\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 1007.129\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:48, 1.48it/s]\nCLIP Loss: 976.410\tRange Loss: 0.016\tTV Loss: 7.158\tTotal Loss: 983.583\n\n 1%| | 2/250 [00:01<02:27, 1.68it/s]\nCLIP Loss: 966.603\tRange Loss: 0.002\tTV Loss: 5.902\tTotal Loss: 972.507\n\n 1%|1 | 3/250 [00:01<02:21, 1.74it/s]\nCLIP Loss: 972.435\tRange Loss: 0.003\tTV Loss: 6.327\tTotal Loss: 978.765\n\n 2%|1 | 4/250 [00:02<02:18, 1.77it/s]\nCLIP Loss: 963.257\tRange Loss: 0.000\tTV Loss: 4.637\tTotal Loss: 967.894\n\n 2%|2 | 5/250 [00:02<02:16, 1.79it/s]\nCLIP Loss: 961.731\tRange Loss: 0.000\tTV Loss: 3.976\tTotal Loss: 965.707\n\n 2%|2 | 6/250 [00:03<02:38, 1.54it/s]\nCLIP Loss: 960.053\tRange Loss: 0.000\tTV Loss: 2.709\tTotal Loss: 962.762\n\n 3%|2 | 7/250 [00:04<02:29, 1.63it/s]\nCLIP Loss: 967.058\tRange Loss: 0.000\tTV Loss: 2.800\tTotal Loss: 969.858\n\n 3%|3 | 8/250 [00:04<02:26, 1.66it/s]\nCLIP Loss: 962.586\tRange Loss: 0.000\tTV Loss: 2.357\tTotal Loss: 964.943\n\n 4%|3 | 9/250 [00:05<02:22, 1.69it/s]\nCLIP Loss: 956.792\tRange Loss: 0.000\tTV Loss: 1.937\tTotal Loss: 958.728\n\n 4%|4 | 10/250 [00:05<02:18, 1.73it/s]\nCLIP Loss: 958.913\tRange Loss: 0.000\tTV Loss: 2.313\tTotal Loss: 961.227\n\n 4%|4 | 11/250 [00:06<02:29, 1.60it/s]\nCLIP Loss: 959.282\tRange Loss: 0.000\tTV Loss: 2.023\tTotal Loss: 961.304\n\n 5%|4 | 12/250 [00:07<02:23, 1.65it/s]\nCLIP Loss: 963.038\tRange Loss: 0.000\tTV Loss: 2.145\tTotal Loss: 965.183\n\n 5%|5 | 13/250 [00:07<02:19, 1.69it/s]\nCLIP Loss: 952.398\tRange Loss: 0.000\tTV Loss: 1.790\tTotal Loss: 954.187\n\n 6%|5 | 14/250 [00:08<02:17, 1.72it/s]\nCLIP Loss: 953.657\tRange Loss: 0.000\tTV Loss: 1.477\tTotal Loss: 955.135\n\n 6%|6 | 15/250 [00:08<02:15, 1.73it/s]\nCLIP Loss: 946.225\tRange Loss: 0.000\tTV Loss: 1.691\tTotal Loss: 947.917\n\n 6%|6 | 16/250 [00:09<02:26, 1.59it/s]\nCLIP Loss: 951.180\tRange Loss: 0.000\tTV Loss: 1.515\tTotal Loss: 952.695\n\n 7%|6 | 17/250 [00:10<02:20, 1.66it/s]\nCLIP Loss: 939.254\tRange Loss: 0.000\tTV Loss: 1.456\tTotal Loss: 940.709\n\n 7%|7 | 18/250 [00:10<02:17, 1.69it/s]\nCLIP Loss: 939.704\tRange Loss: 0.000\tTV Loss: 1.878\tTotal Loss: 941.583\n\n 8%|7 | 19/250 [00:11<02:14, 1.71it/s]\nCLIP Loss: 933.854\tRange Loss: 0.000\tTV Loss: 1.789\tTotal Loss: 935.643\n\n 8%|8 | 20/250 [00:11<02:12, 1.74it/s]\nCLIP Loss: 929.545\tRange Loss: 0.000\tTV Loss: 1.478\tTotal Loss: 931.023\n\n 8%|8 | 21/250 [00:12<02:23, 1.60it/s]\nCLIP Loss: 934.151\tRange Loss: 0.000\tTV Loss: 1.210\tTotal Loss: 935.361\n\n 9%|8 | 22/250 [00:13<02:17, 1.66it/s]\nCLIP Loss: 927.332\tRange Loss: 0.000\tTV Loss: 1.238\tTotal Loss: 928.570\n\n 9%|9 | 23/250 [00:13<02:13, 1.70it/s]\nCLIP Loss: 921.363\tRange Loss: 0.000\tTV Loss: 1.208\tTotal Loss: 922.571\n\n 10%|9 | 24/250 [00:14<02:11, 1.72it/s]\nCLIP Loss: 925.875\tRange Loss: 0.000\tTV Loss: 1.404\tTotal Loss: 927.280\n\n 10%|# | 25/250 [00:14<02:09, 1.74it/s]\nCLIP Loss: 910.874\tRange Loss: 0.000\tTV Loss: 1.020\tTotal Loss: 911.894\n\n 10%|# | 26/250 [00:15<02:19, 1.60it/s]\nCLIP Loss: 914.464\tRange Loss: 0.000\tTV Loss: 1.524\tTotal Loss: 915.988\n\n 11%|# | 27/250 [00:16<02:14, 1.66it/s]\nCLIP Loss: 911.203\tRange Loss: 0.000\tTV Loss: 0.855\tTotal Loss: 912.058\n\n 11%|#1 | 28/250 [00:16<02:11, 1.69it/s]\nCLIP Loss: 895.841\tRange Loss: 0.000\tTV Loss: 1.008\tTotal Loss: 896.849\n\n 12%|#1 | 29/250 [00:17<02:09, 1.71it/s]\nCLIP Loss: 891.216\tRange Loss: 0.000\tTV Loss: 0.835\tTotal Loss: 892.051\n\n 12%|#2 | 30/250 [00:17<02:06, 1.74it/s]\nCLIP Loss: 894.666\tRange Loss: 0.000\tTV Loss: 0.725\tTotal Loss: 895.391\n\n 12%|#2 | 31/250 [00:18<02:17, 1.60it/s]\nCLIP Loss: 890.223\tRange Loss: 0.000\tTV Loss: 0.650\tTotal Loss: 890.873\n\n 13%|#2 | 32/250 [00:19<02:13, 1.64it/s]\nCLIP Loss: 876.322\tRange Loss: 0.000\tTV Loss: 0.688\tTotal Loss: 877.010\n\n 13%|#3 | 33/250 [00:19<02:09, 1.67it/s]\nCLIP Loss: 885.564\tRange Loss: 0.000\tTV Loss: 0.489\tTotal Loss: 886.053\n\n 14%|#3 | 34/250 [00:20<02:07, 1.69it/s]\nCLIP Loss: 891.472\tRange Loss: 0.000\tTV Loss: 0.897\tTotal Loss: 892.369\n\n 14%|#4 | 35/250 [00:20<02:05, 1.71it/s]\nCLIP Loss: 871.253\tRange Loss: 0.000\tTV Loss: 0.474\tTotal Loss: 871.727\n\n 14%|#4 | 36/250 [00:21<02:16, 1.57it/s]\nCLIP Loss: 857.358\tRange Loss: 0.000\tTV Loss: 0.673\tTotal Loss: 858.030\n\n 15%|#4 | 37/250 [00:22<02:10, 1.63it/s]\nCLIP Loss: 868.479\tRange Loss: 0.000\tTV Loss: 0.580\tTotal Loss: 869.059\n\n 15%|#5 | 38/250 [00:22<02:08, 1.65it/s]\nCLIP Loss: 866.733\tRange Loss: 0.000\tTV Loss: 0.403\tTotal Loss: 867.136\n\n 16%|#5 | 39/250 [00:23<02:04, 1.69it/s]\nCLIP Loss: 861.531\tRange Loss: 0.000\tTV Loss: 0.466\tTotal Loss: 861.998\n\n 16%|#6 | 40/250 [00:23<02:02, 1.71it/s]\nCLIP Loss: 856.467\tRange Loss: 0.000\tTV Loss: 0.453\tTotal Loss: 856.920\n\n 16%|#6 | 41/250 [00:24<02:14, 1.55it/s]\nCLIP Loss: 856.964\tRange Loss: 0.000\tTV Loss: 0.376\tTotal Loss: 857.340\n\n 17%|#6 | 42/250 [00:25<02:08, 1.62it/s]\nCLIP Loss: 865.548\tRange Loss: 0.000\tTV Loss: 0.450\tTotal Loss: 865.998\n\n 17%|#7 | 43/250 [00:25<02:04, 1.66it/s]\nCLIP Loss: 867.513\tRange Loss: 0.000\tTV Loss: 0.421\tTotal Loss: 867.934\n\n 18%|#7 | 44/250 [00:26<02:01, 1.69it/s]\nCLIP Loss: 871.608\tRange Loss: 0.000\tTV Loss: 0.383\tTotal Loss: 871.991\n\n 18%|#8 | 45/250 [00:26<02:00, 1.71it/s]\nCLIP Loss: 862.514\tRange Loss: 0.000\tTV Loss: 0.495\tTotal Loss: 863.009\n\n 18%|#8 | 46/250 [00:27<02:11, 1.55it/s]\nCLIP Loss: 871.638\tRange Loss: 0.000\tTV Loss: 0.354\tTotal Loss: 871.992\n\n 19%|#8 | 47/250 [00:28<02:06, 1.61it/s]\nCLIP Loss: 872.637\tRange Loss: 0.000\tTV Loss: 0.376\tTotal Loss: 873.013\n\n 19%|#9 | 48/250 [00:28<02:02, 1.65it/s]\nCLIP Loss: 859.816\tRange Loss: 0.000\tTV Loss: 0.415\tTotal Loss: 860.231\n\n 20%|#9 | 49/250 [00:29<02:00, 1.67it/s]\nCLIP Loss: 860.926\tRange Loss: 0.000\tTV Loss: 0.382\tTotal Loss: 861.308\n\n 20%|## | 50/250 [00:29<01:57, 1.70it/s]\nCLIP Loss: 857.857\tRange Loss: 0.000\tTV Loss: 0.283\tTotal Loss: 858.141\n\n 20%|## | 51/250 [00:30<02:09, 1.54it/s]\nCLIP Loss: 852.635\tRange Loss: 0.000\tTV Loss: 0.365\tTotal Loss: 852.999\n\n 21%|## | 52/250 [00:31<02:03, 1.60it/s]\nCLIP Loss: 842.214\tRange Loss: 0.000\tTV Loss: 0.319\tTotal Loss: 842.533\n\n 21%|##1 | 53/250 [00:31<01:59, 1.65it/s]\nCLIP Loss: 858.323\tRange Loss: 0.000\tTV Loss: 0.275\tTotal Loss: 858.598\n\n 22%|##1 | 54/250 [00:32<01:56, 1.69it/s]\nCLIP Loss: 846.947\tRange Loss: 0.000\tTV Loss: 0.449\tTotal Loss: 847.397\n\n 22%|##2 | 55/250 [00:33<01:54, 1.71it/s]\nCLIP Loss: 823.089\tRange Loss: 0.000\tTV Loss: 0.332\tTotal Loss: 823.421\n\n 22%|##2 | 56/250 [00:33<02:08, 1.51it/s]\nCLIP Loss: 816.446\tRange Loss: 0.000\tTV Loss: 0.299\tTotal Loss: 816.746\n\n 23%|##2 | 57/250 [00:34<02:01, 1.59it/s]\nCLIP Loss: 815.289\tRange Loss: 0.000\tTV Loss: 0.295\tTotal Loss: 815.584\n\n 23%|##3 | 58/250 [00:35<01:57, 1.63it/s]\nCLIP Loss: 816.425\tRange Loss: 0.000\tTV Loss: 0.267\tTotal Loss: 816.692\n\n 24%|##3 | 59/250 [00:35<01:54, 1.67it/s]\nCLIP Loss: 809.523\tRange Loss: 0.000\tTV Loss: 0.317\tTotal Loss: 809.840\n\n 24%|##4 | 60/250 [00:36<01:52, 1.70it/s]\nCLIP Loss: 816.365\tRange Loss: 0.000\tTV Loss: 0.346\tTotal Loss: 816.711\n\n 24%|##4 | 61/250 [00:37<02:07, 1.49it/s]\nCLIP Loss: 810.611\tRange Loss: 0.000\tTV Loss: 0.326\tTotal Loss: 810.937\n\n 25%|##4 | 62/250 [00:37<02:00, 1.56it/s]\nCLIP Loss: 814.195\tRange Loss: 0.000\tTV Loss: 0.282\tTotal Loss: 814.477\n\n 25%|##5 | 63/250 [00:38<01:55, 1.62it/s]\nCLIP Loss: 809.912\tRange Loss: 0.000\tTV Loss: 0.349\tTotal Loss: 810.262\n\n 26%|##5 | 64/250 [00:38<01:52, 1.66it/s]\nCLIP Loss: 796.634\tRange Loss: 0.000\tTV Loss: 0.404\tTotal Loss: 797.038\n\n 26%|##6 | 65/250 [00:39<01:49, 1.68it/s]\nCLIP Loss: 793.672\tRange Loss: 0.000\tTV Loss: 0.434\tTotal Loss: 794.106\n\n 26%|##6 | 66/250 [00:40<02:03, 1.49it/s]\nCLIP Loss: 796.539\tRange Loss: 0.000\tTV Loss: 0.442\tTotal Loss: 796.981\n\n 27%|##6 | 67/250 [00:40<01:57, 1.56it/s]\nCLIP Loss: 794.050\tRange Loss: 0.000\tTV Loss: 0.401\tTotal Loss: 794.451\n\n 27%|##7 | 68/250 [00:41<01:52, 1.62it/s]\nCLIP Loss: 795.240\tRange Loss: 0.000\tTV Loss: 0.477\tTotal Loss: 795.716\n\n 28%|##7 | 69/250 [00:41<01:48, 1.66it/s]\nCLIP Loss: 787.042\tRange Loss: 0.000\tTV Loss: 0.462\tTotal Loss: 787.504\n\n 28%|##8 | 70/250 [00:42<01:45, 1.70it/s]\nCLIP Loss: 791.797\tRange Loss: 0.000\tTV Loss: 0.453\tTotal Loss: 792.250\n\n 28%|##8 | 71/250 [00:43<02:00, 1.48it/s]\nCLIP Loss: 792.069\tRange Loss: 0.000\tTV Loss: 0.406\tTotal Loss: 792.475\n\n 29%|##8 | 72/250 [00:43<01:53, 1.57it/s]\nCLIP Loss: 800.436\tRange Loss: 0.000\tTV Loss: 0.600\tTotal Loss: 801.036\n\n 29%|##9 | 73/250 [00:44<01:48, 1.63it/s]\nCLIP Loss: 789.929\tRange Loss: 0.000\tTV Loss: 0.425\tTotal Loss: 790.354\n\n 30%|##9 | 74/250 [00:44<01:45, 1.67it/s]\nCLIP Loss: 778.411\tRange Loss: 0.000\tTV Loss: 0.499\tTotal Loss: 778.910\n\n 30%|### | 75/250 [00:45<01:43, 1.70it/s]\nCLIP Loss: 781.137\tRange Loss: 0.000\tTV Loss: 0.499\tTotal Loss: 781.635\n\n 30%|### | 76/250 [00:46<01:56, 1.49it/s]\nCLIP Loss: 780.131\tRange Loss: 0.000\tTV Loss: 0.480\tTotal Loss: 780.611\n\n 31%|### | 77/250 [00:46<01:49, 1.57it/s]\nCLIP Loss: 786.750\tRange Loss: 0.000\tTV Loss: 0.528\tTotal Loss: 787.278\n\n 31%|###1 | 78/250 [00:47<01:45, 1.62it/s]\nCLIP Loss: 788.672\tRange Loss: 0.000\tTV Loss: 0.446\tTotal Loss: 789.118\n\n 32%|###1 | 79/250 [00:48<01:43, 1.66it/s]\nCLIP Loss: 780.896\tRange Loss: 0.000\tTV Loss: 0.482\tTotal Loss: 781.378\n\n 32%|###2 | 80/250 [00:48<01:40, 1.70it/s]\nCLIP Loss: 784.613\tRange Loss: 0.000\tTV Loss: 0.579\tTotal Loss: 785.191\n\n 32%|###2 | 81/250 [00:49<01:55, 1.46it/s]\nCLIP Loss: 773.785\tRange Loss: 0.000\tTV Loss: 0.527\tTotal Loss: 774.312\n\n 33%|###2 | 82/250 [00:50<01:48, 1.55it/s]\nCLIP Loss: 788.797\tRange Loss: 0.000\tTV Loss: 0.480\tTotal Loss: 789.278\n\n 33%|###3 | 83/250 [00:50<01:43, 1.61it/s]\nCLIP Loss: 782.986\tRange Loss: 0.000\tTV Loss: 0.565\tTotal Loss: 783.551\n\n 34%|###3 | 84/250 [00:51<01:40, 1.66it/s]\nCLIP Loss: 788.286\tRange Loss: 0.000\tTV Loss: 0.564\tTotal Loss: 788.850\n\n 34%|###4 | 85/250 [00:51<01:37, 1.70it/s]\nCLIP Loss: 787.840\tRange Loss: 0.000\tTV Loss: 0.769\tTotal Loss: 788.609\n\n 34%|###4 | 86/250 [00:52<01:51, 1.48it/s]\nCLIP Loss: 785.828\tRange Loss: 0.000\tTV Loss: 0.633\tTotal Loss: 786.461\n\n 35%|###4 | 87/250 [00:53<01:44, 1.56it/s]\nCLIP Loss: 772.293\tRange Loss: 0.000\tTV Loss: 0.809\tTotal Loss: 773.102\n\n 35%|###5 | 88/250 [00:53<01:39, 1.63it/s]\nCLIP Loss: 774.935\tRange Loss: 0.000\tTV Loss: 0.727\tTotal Loss: 775.662\n\n 36%|###5 | 89/250 [00:54<01:36, 1.68it/s]\nCLIP Loss: 779.260\tRange Loss: 0.000\tTV Loss: 1.109\tTotal Loss: 780.369\n\n 36%|###6 | 90/250 [00:54<01:33, 1.71it/s]\nCLIP Loss: 761.532\tRange Loss: 0.000\tTV Loss: 0.982\tTotal Loss: 762.514\n\n 36%|###6 | 91/250 [00:55<01:44, 1.52it/s]\nCLIP Loss: 785.917\tRange Loss: 0.000\tTV Loss: 1.142\tTotal Loss: 787.060\n\n 37%|###6 | 92/250 [00:56<01:39, 1.59it/s]\nCLIP Loss: 747.767\tRange Loss: 0.000\tTV Loss: 0.959\tTotal Loss: 748.727\n\n 37%|###7 | 93/250 [00:56<01:35, 1.64it/s]\nCLIP Loss: 749.626\tRange Loss: 0.000\tTV Loss: 1.189\tTotal Loss: 750.815\n\n 38%|###7 | 94/250 [00:57<01:32, 1.68it/s]\nCLIP Loss: 752.551\tRange Loss: 0.000\tTV Loss: 1.140\tTotal Loss: 753.691\n\n 38%|###8 | 95/250 [00:57<01:30, 1.71it/s]\nCLIP Loss: 759.804\tRange Loss: 0.000\tTV Loss: 1.098\tTotal Loss: 760.901\n\n 38%|###8 | 96/250 [00:58<01:42, 1.51it/s]\nCLIP Loss: 738.102\tRange Loss: 0.000\tTV Loss: 1.015\tTotal Loss: 739.117\n\n 39%|###8 | 97/250 [00:59<01:36, 1.58it/s]\nCLIP Loss: 758.162\tRange Loss: 0.000\tTV Loss: 1.048\tTotal Loss: 759.210\n\n 39%|###9 | 98/250 [00:59<01:32, 1.64it/s]\nCLIP Loss: 796.050\tRange Loss: 0.000\tTV Loss: 1.063\tTotal Loss: 797.113\n\n 40%|###9 | 99/250 [01:00<01:29, 1.69it/s]\nCLIP Loss: 745.937\tRange Loss: 0.000\tTV Loss: 1.180\tTotal Loss: 747.117\n\n 40%|#### | 100/250 [01:01<01:27, 1.71it/s]\nCLIP Loss: 738.878\tRange Loss: 0.000\tTV Loss: 1.330\tTotal Loss: 740.208\n\n 40%|#### | 101/250 [01:01<01:38, 1.51it/s]\nCLIP Loss: 726.030\tRange Loss: 0.000\tTV Loss: 1.433\tTotal Loss: 727.463\n\n 41%|#### | 102/250 [01:02<01:33, 1.59it/s]\nCLIP Loss: 727.678\tRange Loss: 0.000\tTV Loss: 1.763\tTotal Loss: 729.441\n\n 41%|####1 | 103/250 [01:02<01:29, 1.64it/s]\nCLIP Loss: 727.132\tRange Loss: 0.000\tTV Loss: 1.830\tTotal Loss: 728.962\n\n 42%|####1 | 104/250 [01:03<01:26, 1.69it/s]\nCLIP Loss: 724.232\tRange Loss: 0.000\tTV Loss: 1.815\tTotal Loss: 726.047\n\n 42%|####2 | 105/250 [01:04<01:24, 1.72it/s]\nCLIP Loss: 722.139\tRange Loss: 0.000\tTV Loss: 1.925\tTotal Loss: 724.064\n\n 42%|####2 | 106/250 [01:04<01:34, 1.52it/s]\nCLIP Loss: 727.215\tRange Loss: 0.000\tTV Loss: 1.903\tTotal Loss: 729.118\n\n 43%|####2 | 107/250 [01:05<01:29, 1.60it/s]\nCLIP Loss: 716.354\tRange Loss: 0.000\tTV Loss: 1.805\tTotal Loss: 718.159\n\n 43%|####3 | 108/250 [01:06<01:25, 1.66it/s]\nCLIP Loss: 712.080\tRange Loss: 0.000\tTV Loss: 1.975\tTotal Loss: 714.055\n\n 44%|####3 | 109/250 [01:06<01:22, 1.70it/s]\nCLIP Loss: 722.053\tRange Loss: 0.000\tTV Loss: 2.057\tTotal Loss: 724.110\n\n 44%|####4 | 110/250 [01:07<01:21, 1.72it/s]\nCLIP Loss: 721.512\tRange Loss: 0.000\tTV Loss: 2.632\tTotal Loss: 724.144\n\n 44%|####4 | 111/250 [01:07<01:31, 1.52it/s]\nCLIP Loss: 723.243\tRange Loss: 0.000\tTV Loss: 2.751\tTotal Loss: 725.995\n\n 45%|####4 | 112/250 [01:08<01:26, 1.60it/s]\nCLIP Loss: 720.502\tRange Loss: 0.000\tTV Loss: 2.669\tTotal Loss: 723.171\n\n 45%|####5 | 113/250 [01:09<01:23, 1.65it/s]\nCLIP Loss: 721.987\tRange Loss: 0.000\tTV Loss: 2.860\tTotal Loss: 724.847\n\n 46%|####5 | 114/250 [01:09<01:20, 1.70it/s]\nCLIP Loss: 716.338\tRange Loss: 0.000\tTV Loss: 3.005\tTotal Loss: 719.343\n\n 46%|####6 | 115/250 [01:10<01:18, 1.72it/s]\nCLIP Loss: 717.267\tRange Loss: 0.000\tTV Loss: 3.062\tTotal Loss: 720.329\n\n 46%|####6 | 116/250 [01:11<01:27, 1.53it/s]\nCLIP Loss: 719.939\tRange Loss: 0.000\tTV Loss: 3.214\tTotal Loss: 723.153\n\n 47%|####6 | 117/250 [01:11<01:22, 1.61it/s]\nCLIP Loss: 712.119\tRange Loss: 0.000\tTV Loss: 3.249\tTotal Loss: 715.368\n\n 47%|####7 | 118/250 [01:12<01:19, 1.67it/s]\nCLIP Loss: 713.092\tRange Loss: 0.000\tTV Loss: 3.664\tTotal Loss: 716.756\n\n 48%|####7 | 119/250 [01:12<01:16, 1.71it/s]\nCLIP Loss: 710.047\tRange Loss: 0.000\tTV Loss: 3.682\tTotal Loss: 713.729\n\n 48%|####8 | 120/250 [01:13<01:15, 1.73it/s]\nCLIP Loss: 716.769\tRange Loss: 0.000\tTV Loss: 3.831\tTotal Loss: 720.600\n\n 48%|####8 | 121/250 [01:14<01:29, 1.43it/s]\nCLIP Loss: 712.868\tRange Loss: 0.000\tTV Loss: 3.908\tTotal Loss: 716.775\n\n 49%|####8 | 122/250 [01:14<01:23, 1.53it/s]\nCLIP Loss: 718.588\tRange Loss: 0.000\tTV Loss: 4.000\tTotal Loss: 722.588\n\n 49%|####9 | 123/250 [01:15<01:19, 1.60it/s]\nCLIP Loss: 713.534\tRange Loss: 0.000\tTV Loss: 4.006\tTotal Loss: 717.540\n\n 50%|####9 | 124/250 [01:15<01:16, 1.65it/s]\nCLIP Loss: 712.548\tRange Loss: 0.000\tTV Loss: 4.289\tTotal Loss: 716.837\n\n 50%|##### | 125/250 [01:16<01:13, 1.69it/s]\nCLIP Loss: 703.635\tRange Loss: 0.000\tTV Loss: 4.575\tTotal Loss: 708.210\n\n 50%|##### | 126/250 [01:17<01:22, 1.50it/s]\nCLIP Loss: 710.267\tRange Loss: 0.000\tTV Loss: 4.890\tTotal Loss: 715.156\n\n 51%|##### | 127/250 [01:17<01:17, 1.58it/s]\nCLIP Loss: 717.285\tRange Loss: 0.000\tTV Loss: 5.064\tTotal Loss: 722.350\n\n 51%|#####1 | 128/250 [01:18<01:14, 1.64it/s]\nCLIP Loss: 721.218\tRange Loss: 0.000\tTV Loss: 5.323\tTotal Loss: 726.541\n\n 52%|#####1 | 129/250 [01:18<01:11, 1.69it/s]\nCLIP Loss: 721.464\tRange Loss: 0.000\tTV Loss: 5.542\tTotal Loss: 727.006\n\n 52%|#####2 | 130/250 [01:19<01:09, 1.72it/s]\nCLIP Loss: 719.548\tRange Loss: 0.000\tTV Loss: 5.919\tTotal Loss: 725.467\n\n 52%|#####2 | 131/250 [01:20<01:17, 1.53it/s]\nCLIP Loss: 715.123\tRange Loss: 0.000\tTV Loss: 5.997\tTotal Loss: 721.120\n\n 53%|#####2 | 132/250 [01:20<01:13, 1.60it/s]\nCLIP Loss: 723.002\tRange Loss: 0.000\tTV Loss: 6.112\tTotal Loss: 729.113\n\n 53%|#####3 | 133/250 [01:21<01:10, 1.65it/s]\nCLIP Loss: 709.948\tRange Loss: 0.000\tTV Loss: 6.339\tTotal Loss: 716.288\n\n 54%|#####3 | 134/250 [01:21<01:08, 1.69it/s]\nCLIP Loss: 709.163\tRange Loss: 0.000\tTV Loss: 6.847\tTotal Loss: 716.011\n\n 54%|#####4 | 135/250 [01:22<01:07, 1.72it/s]\nCLIP Loss: 711.255\tRange Loss: 0.000\tTV Loss: 7.262\tTotal Loss: 718.517\n\n 54%|#####4 | 136/250 [01:23<01:14, 1.54it/s]\nCLIP Loss: 714.133\tRange Loss: 0.000\tTV Loss: 7.512\tTotal Loss: 721.645\n\n 55%|#####4 | 137/250 [01:23<01:10, 1.61it/s]\nCLIP Loss: 711.846\tRange Loss: 0.000\tTV Loss: 7.880\tTotal Loss: 719.726\n\n 55%|#####5 | 138/250 [01:24<01:07, 1.66it/s]\nCLIP Loss: 709.159\tRange Loss: 0.000\tTV Loss: 8.322\tTotal Loss: 717.482\n\n 56%|#####5 | 139/250 [01:25<01:05, 1.70it/s]\nCLIP Loss: 708.444\tRange Loss: 0.000\tTV Loss: 8.434\tTotal Loss: 716.879\n\n 56%|#####6 | 140/250 [01:25<01:03, 1.73it/s]\nCLIP Loss: 705.127\tRange Loss: 0.000\tTV Loss: 8.719\tTotal Loss: 713.846\n\n 56%|#####6 | 141/250 [01:26<01:11, 1.53it/s]\nCLIP Loss: 712.155\tRange Loss: 0.000\tTV Loss: 9.068\tTotal Loss: 721.223\n\n 57%|#####6 | 142/250 [01:26<01:07, 1.60it/s]\nCLIP Loss: 708.670\tRange Loss: 0.000\tTV Loss: 9.450\tTotal Loss: 718.120\n\n 57%|#####7 | 143/250 [01:27<01:05, 1.65it/s]\nCLIP Loss: 703.035\tRange Loss: 0.000\tTV Loss: 9.602\tTotal Loss: 712.637\n\n 58%|#####7 | 144/250 [01:28<01:02, 1.68it/s]\nCLIP Loss: 704.620\tRange Loss: 0.000\tTV Loss: 9.792\tTotal Loss: 714.413\n\n 58%|#####8 | 145/250 [01:28<01:01, 1.71it/s]\nCLIP Loss: 702.518\tRange Loss: 0.000\tTV Loss: 10.064\tTotal Loss: 712.583\n\n 58%|#####8 | 146/250 [01:29<01:10, 1.47it/s]\nCLIP Loss: 695.677\tRange Loss: 0.000\tTV Loss: 10.182\tTotal Loss: 705.859\n\n 59%|#####8 | 147/250 [01:30<01:06, 1.55it/s]\nCLIP Loss: 700.523\tRange Loss: 0.000\tTV Loss: 10.573\tTotal Loss: 711.096\n\n 59%|#####9 | 148/250 [01:30<01:02, 1.62it/s]\nCLIP Loss: 700.987\tRange Loss: 0.000\tTV Loss: 10.891\tTotal Loss: 711.878\n\n 60%|#####9 | 149/250 [01:31<01:00, 1.67it/s]\nCLIP Loss: 708.211\tRange Loss: 0.000\tTV Loss: 11.220\tTotal Loss: 719.430\n\n 60%|###### | 150/250 [01:31<00:58, 1.70it/s]\nCLIP Loss: 697.859\tRange Loss: 0.000\tTV Loss: 11.735\tTotal Loss: 709.594\n\n 60%|###### | 151/250 [01:32<01:05, 1.52it/s]\nCLIP Loss: 699.541\tRange Loss: 0.000\tTV Loss: 12.279\tTotal Loss: 711.820\n\n 61%|###### | 152/250 [01:33<01:01, 1.58it/s]\nCLIP Loss: 705.820\tRange Loss: 0.000\tTV Loss: 12.782\tTotal Loss: 718.601\n\n 61%|######1 | 153/250 [01:33<00:58, 1.64it/s]\nCLIP Loss: 699.765\tRange Loss: 0.000\tTV Loss: 13.292\tTotal Loss: 713.057\n\n 62%|######1 | 154/250 [01:34<00:57, 1.68it/s]\nCLIP Loss: 701.321\tRange Loss: 0.000\tTV Loss: 13.756\tTotal Loss: 715.078\n\n 62%|######2 | 155/250 [01:34<00:55, 1.71it/s]\nCLIP Loss: 698.087\tRange Loss: 0.000\tTV Loss: 14.131\tTotal Loss: 712.218\n\n 62%|######2 | 156/250 [01:35<01:01, 1.52it/s]\nCLIP Loss: 698.772\tRange Loss: 0.000\tTV Loss: 14.692\tTotal Loss: 713.464\n\n 63%|######2 | 157/250 [01:36<00:58, 1.60it/s]\nCLIP Loss: 700.442\tRange Loss: 0.000\tTV Loss: 15.087\tTotal Loss: 715.529\n\n 63%|######3 | 158/250 [01:36<00:55, 1.64it/s]\nCLIP Loss: 699.029\tRange Loss: 0.000\tTV Loss: 15.557\tTotal Loss: 714.586\n\n 64%|######3 | 159/250 [01:37<00:53, 1.69it/s]\nCLIP Loss: 711.708\tRange Loss: 0.000\tTV Loss: 16.152\tTotal Loss: 727.859\n\n 64%|######4 | 160/250 [01:37<00:52, 1.72it/s]\nCLIP Loss: 706.354\tRange Loss: 0.000\tTV Loss: 16.667\tTotal Loss: 723.021\n\n 64%|######4 | 161/250 [01:38<00:57, 1.54it/s]\nCLIP Loss: 712.261\tRange Loss: 0.000\tTV Loss: 17.313\tTotal Loss: 729.574\n\n 65%|######4 | 162/250 [01:39<00:54, 1.62it/s]\nCLIP Loss: 707.156\tRange Loss: 0.000\tTV Loss: 18.051\tTotal Loss: 725.207\n\n 65%|######5 | 163/250 [01:39<00:52, 1.66it/s]\nCLIP Loss: 711.034\tRange Loss: 0.000\tTV Loss: 18.622\tTotal Loss: 729.656\n\n 66%|######5 | 164/250 [01:40<00:50, 1.71it/s]\nCLIP Loss: 710.142\tRange Loss: 0.000\tTV Loss: 19.352\tTotal Loss: 729.494\n\n 66%|######6 | 165/250 [01:40<00:49, 1.73it/s]\nCLIP Loss: 711.949\tRange Loss: 0.000\tTV Loss: 20.322\tTotal Loss: 732.271\n\n 66%|######6 | 166/250 [01:41<00:54, 1.55it/s]\nCLIP Loss: 711.062\tRange Loss: 0.000\tTV Loss: 21.088\tTotal Loss: 732.150\n\n 67%|######6 | 167/250 [01:42<00:51, 1.62it/s]\nCLIP Loss: 710.140\tRange Loss: 0.000\tTV Loss: 21.843\tTotal Loss: 731.983\n\n 67%|######7 | 168/250 [01:42<00:49, 1.67it/s]\nCLIP Loss: 708.727\tRange Loss: 0.000\tTV Loss: 22.552\tTotal Loss: 731.279\n\n 68%|######7 | 169/250 [01:43<00:47, 1.70it/s]\nCLIP Loss: 709.805\tRange Loss: 0.000\tTV Loss: 23.283\tTotal Loss: 733.088\n\n 68%|######8 | 170/250 [01:43<00:46, 1.73it/s]\nCLIP Loss: 707.355\tRange Loss: 0.000\tTV Loss: 24.122\tTotal Loss: 731.477\n\n 68%|######8 | 171/250 [01:44<00:51, 1.54it/s]\nCLIP Loss: 705.871\tRange Loss: 0.000\tTV Loss: 25.045\tTotal Loss: 730.917\n\n 69%|######8 | 172/250 [01:45<00:48, 1.61it/s]\nCLIP Loss: 712.862\tRange Loss: 0.000\tTV Loss: 25.878\tTotal Loss: 738.740\n\n 69%|######9 | 173/250 [01:45<00:46, 1.66it/s]\nCLIP Loss: 705.648\tRange Loss: 0.000\tTV Loss: 26.513\tTotal Loss: 732.161\n\n 70%|######9 | 174/250 [01:46<00:45, 1.69it/s]\nCLIP Loss: 714.335\tRange Loss: 0.000\tTV Loss: 27.371\tTotal Loss: 741.706\n\n 70%|####### | 175/250 [01:47<00:43, 1.72it/s]\nCLIP Loss: 714.133\tRange Loss: 0.000\tTV Loss: 28.004\tTotal Loss: 742.137\n\n 70%|####### | 176/250 [01:47<00:47, 1.55it/s]\nCLIP Loss: 715.429\tRange Loss: 0.000\tTV Loss: 28.827\tTotal Loss: 744.256\n\n 71%|####### | 177/250 [01:48<00:45, 1.61it/s]\nCLIP Loss: 712.673\tRange Loss: 0.000\tTV Loss: 29.922\tTotal Loss: 742.596\n\n 71%|#######1 | 178/250 [01:48<00:43, 1.66it/s]\nCLIP Loss: 706.751\tRange Loss: 0.000\tTV Loss: 30.645\tTotal Loss: 737.396\n\n 72%|#######1 | 179/250 [01:49<00:42, 1.69it/s]\nCLIP Loss: 713.040\tRange Loss: 0.000\tTV Loss: 31.521\tTotal Loss: 744.561\n\n 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s]\nCLIP Loss: 712.362\tRange Loss: 0.000\tTV Loss: 32.487\tTotal Loss: 744.850\n\n 72%|#######2 | 181/250 [01:50<00:45, 1.51it/s]\nCLIP Loss: 710.024\tRange Loss: 0.000\tTV Loss: 33.318\tTotal Loss: 743.342\n\n 73%|#######2 | 182/250 [01:51<00:43, 1.58it/s]\nCLIP Loss: 719.311\tRange Loss: 0.000\tTV Loss: 34.147\tTotal Loss: 753.458\n\n 73%|#######3 | 183/250 [01:52<00:40, 1.64it/s]\nCLIP Loss: 712.852\tRange Loss: 0.000\tTV Loss: 34.945\tTotal Loss: 747.796\n\n 74%|#######3 | 184/250 [01:52<00:39, 1.68it/s]\nCLIP Loss: 708.763\tRange Loss: 0.000\tTV Loss: 35.788\tTotal Loss: 744.551\n\n 74%|#######4 | 185/250 [01:53<00:37, 1.72it/s]\nCLIP Loss: 713.848\tRange Loss: 0.000\tTV Loss: 36.670\tTotal Loss: 750.519\n\n 74%|#######4 | 186/250 [01:53<00:41, 1.55it/s]\nCLIP Loss: 709.184\tRange Loss: 0.000\tTV Loss: 37.802\tTotal Loss: 746.986\n\n 75%|#######4 | 187/250 [01:54<00:38, 1.63it/s]\nCLIP Loss: 709.798\tRange Loss: 0.000\tTV Loss: 38.625\tTotal Loss: 748.423\n\n 75%|#######5 | 188/250 [01:55<00:37, 1.67it/s]\nCLIP Loss: 710.191\tRange Loss: 0.000\tTV Loss: 39.537\tTotal Loss: 749.728\n\n 76%|#######5 | 189/250 [01:55<00:35, 1.70it/s]\nCLIP Loss: 717.032\tRange Loss: 0.000\tTV Loss: 40.457\tTotal Loss: 757.489\n\n 76%|#######6 | 190/250 [01:56<00:35, 1.71it/s]\nCLIP Loss: 712.578\tRange Loss: 0.000\tTV Loss: 41.168\tTotal Loss: 753.746\n\n 76%|#######6 | 191/250 [01:57<00:38, 1.53it/s]\nCLIP Loss: 720.160\tRange Loss: 0.000\tTV Loss: 42.119\tTotal Loss: 762.279\n\n 77%|#######6 | 192/250 [01:57<00:36, 1.60it/s]\nCLIP Loss: 716.725\tRange Loss: 0.000\tTV Loss: 43.015\tTotal Loss: 759.740\n\n 77%|#######7 | 193/250 [01:58<00:34, 1.65it/s]\nCLIP Loss: 715.357\tRange Loss: 0.000\tTV Loss: 43.861\tTotal Loss: 759.218\n\n 78%|#######7 | 194/250 [01:58<00:33, 1.69it/s]\nCLIP Loss: 714.603\tRange Loss: 0.000\tTV Loss: 44.668\tTotal Loss: 759.271\n\n 78%|#######8 | 195/250 [01:59<00:32, 1.72it/s]\nCLIP Loss: 717.072\tRange Loss: 0.000\tTV Loss: 45.455\tTotal Loss: 762.527\n\n 78%|#######8 | 196/250 [02:00<00:34, 1.55it/s]\nCLIP Loss: 718.651\tRange Loss: 0.000\tTV Loss: 46.257\tTotal Loss: 764.908\n\n 79%|#######8 | 197/250 [02:00<00:32, 1.62it/s]\nCLIP Loss: 719.718\tRange Loss: 0.000\tTV Loss: 47.110\tTotal Loss: 766.828\n\n 79%|#######9 | 198/250 [02:01<00:31, 1.67it/s]\nCLIP Loss: 712.379\tRange Loss: 0.000\tTV Loss: 47.890\tTotal Loss: 760.269\n\n 80%|#######9 | 199/250 [02:01<00:30, 1.69it/s]\nCLIP Loss: 718.405\tRange Loss: 0.000\tTV Loss: 48.490\tTotal Loss: 766.895\n\n 80%|######## | 200/250 [02:02<00:29, 1.72it/s]\nCLIP Loss: 714.533\tRange Loss: 0.000\tTV Loss: 48.918\tTotal Loss: 763.452\n\n 80%|######## | 201/250 [02:03<00:31, 1.54it/s]\nCLIP Loss: 715.356\tRange Loss: 0.000\tTV Loss: 49.447\tTotal Loss: 764.803\n\n 81%|######## | 202/250 [02:03<00:29, 1.61it/s]\nCLIP Loss: 717.189\tRange Loss: 0.000\tTV Loss: 49.963\tTotal Loss: 767.152\n\n 81%|########1 | 203/250 [02:04<00:28, 1.66it/s]\nCLIP Loss: 715.360\tRange Loss: 0.000\tTV Loss: 50.399\tTotal Loss: 765.759\n\n 82%|########1 | 204/250 [02:04<00:27, 1.70it/s]\nCLIP Loss: 714.451\tRange Loss: 0.000\tTV Loss: 50.685\tTotal Loss: 765.136\n\n 82%|########2 | 205/250 [02:05<00:26, 1.73it/s]\nCLIP Loss: 713.492\tRange Loss: 0.000\tTV Loss: 50.976\tTotal Loss: 764.468\n\n 82%|########2 | 206/250 [02:06<00:28, 1.56it/s]\nCLIP Loss: 708.774\tRange Loss: 0.000\tTV Loss: 51.152\tTotal Loss: 759.926\n\n 83%|########2 | 207/250 [02:06<00:26, 1.62it/s]\nCLIP Loss: 710.387\tRange Loss: 0.000\tTV Loss: 51.260\tTotal Loss: 761.647\n\n 83%|########3 | 208/250 [02:07<00:25, 1.66it/s]\nCLIP Loss: 708.985\tRange Loss: 0.000\tTV Loss: 51.474\tTotal Loss: 760.459\n\n 84%|########3 | 209/250 [02:07<00:24, 1.69it/s]\nCLIP Loss: 711.275\tRange Loss: 0.000\tTV Loss: 51.529\tTotal Loss: 762.804\n\n 84%|########4 | 210/250 [02:08<00:23, 1.72it/s]\nCLIP Loss: 712.935\tRange Loss: 0.000\tTV Loss: 51.725\tTotal Loss: 764.660\n\n 84%|########4 | 211/250 [02:09<00:24, 1.56it/s]\nCLIP Loss: 712.002\tRange Loss: 0.000\tTV Loss: 51.715\tTotal Loss: 763.718\n\n 85%|########4 | 212/250 [02:09<00:23, 1.63it/s]\nCLIP Loss: 709.500\tRange Loss: 0.000\tTV Loss: 51.594\tTotal Loss: 761.094\n\n 85%|########5 | 213/250 [02:10<00:22, 1.67it/s]\nCLIP Loss: 713.976\tRange Loss: 0.000\tTV Loss: 51.524\tTotal Loss: 765.499\n\n 86%|########5 | 214/250 [02:10<00:21, 1.71it/s]\nCLIP Loss: 706.573\tRange Loss: 0.000\tTV Loss: 51.369\tTotal Loss: 757.942\n\n 86%|########6 | 215/250 [02:11<00:20, 1.72it/s]\nCLIP Loss: 708.942\tRange Loss: 0.000\tTV Loss: 50.997\tTotal Loss: 759.940\n\n 86%|########6 | 216/250 [02:12<00:21, 1.56it/s]\nCLIP Loss: 702.908\tRange Loss: 0.000\tTV Loss: 50.621\tTotal Loss: 753.529\n\n 87%|########6 | 217/250 [02:12<00:20, 1.63it/s]\nCLIP Loss: 707.659\tRange Loss: 0.000\tTV Loss: 50.214\tTotal Loss: 757.873\n\n 87%|########7 | 218/250 [02:13<00:19, 1.67it/s]\nCLIP Loss: 705.221\tRange Loss: 0.000\tTV Loss: 49.643\tTotal Loss: 754.864\n\n 88%|########7 | 219/250 [02:13<00:18, 1.69it/s]\nCLIP Loss: 704.839\tRange Loss: 0.000\tTV Loss: 49.170\tTotal Loss: 754.009\n\n 88%|########8 | 220/250 [02:14<00:17, 1.72it/s]\nCLIP Loss: 709.517\tRange Loss: 0.000\tTV Loss: 48.664\tTotal Loss: 758.182\n\n 88%|########8 | 221/250 [02:15<00:18, 1.56it/s]\nCLIP Loss: 703.698\tRange Loss: 0.000\tTV Loss: 47.926\tTotal Loss: 751.624\n\n 89%|########8 | 222/250 [02:15<00:17, 1.63it/s]\nCLIP Loss: 711.771\tRange Loss: 0.000\tTV Loss: 47.183\tTotal Loss: 758.954\n\n 89%|########9 | 223/250 [02:16<00:16, 1.68it/s]\nCLIP Loss: 707.852\tRange Loss: 0.000\tTV Loss: 46.396\tTotal Loss: 754.248\n\n 90%|########9 | 224/250 [02:16<00:15, 1.72it/s]\nCLIP Loss: 709.436\tRange Loss: 0.000\tTV Loss: 45.493\tTotal Loss: 754.929\n\n 90%|######### | 225/250 [02:17<00:14, 1.74it/s]\nCLIP Loss: 712.298\tRange Loss: 0.000\tTV Loss: 44.514\tTotal Loss: 756.812\n\n 90%|######### | 226/250 [02:18<00:15, 1.58it/s]\nCLIP Loss: 713.010\tRange Loss: 0.000\tTV Loss: 43.414\tTotal Loss: 756.424\n\n 91%|######### | 227/250 [02:18<00:13, 1.65it/s]\nCLIP Loss: 709.086\tRange Loss: 0.000\tTV Loss: 42.359\tTotal Loss: 751.444\n\n 91%|#########1| 228/250 [02:19<00:13, 1.68it/s]\nCLIP Loss: 708.560\tRange Loss: 0.000\tTV Loss: 41.221\tTotal Loss: 749.781\n\n 92%|#########1| 229/250 [02:19<00:12, 1.71it/s]\nCLIP Loss: 708.988\tRange Loss: 0.000\tTV Loss: 39.975\tTotal Loss: 748.964\n\n 92%|#########2| 230/250 [02:20<00:11, 1.73it/s]\nCLIP Loss: 705.603\tRange Loss: 0.000\tTV Loss: 38.760\tTotal Loss: 744.363\n\n 92%|#########2| 231/250 [02:21<00:12, 1.53it/s]\nCLIP Loss: 701.821\tRange Loss: 0.000\tTV Loss: 37.505\tTotal Loss: 739.326\n\n 93%|#########2| 232/250 [02:21<00:11, 1.61it/s]\nCLIP Loss: 704.857\tRange Loss: 0.000\tTV Loss: 36.241\tTotal Loss: 741.097\n\n 93%|#########3| 233/250 [02:22<00:10, 1.66it/s]\nCLIP Loss: 701.276\tRange Loss: 0.000\tTV Loss: 34.930\tTotal Loss: 736.206\n\n 94%|#########3| 234/250 [02:22<00:09, 1.70it/s]\nCLIP Loss: 697.937\tRange Loss: 0.000\tTV Loss: 33.551\tTotal Loss: 731.488\n\n 94%|#########3| 235/250 [02:23<00:08, 1.73it/s]\nCLIP Loss: 704.554\tRange Loss: 0.000\tTV Loss: 32.220\tTotal Loss: 736.774\n\n 94%|#########4| 236/250 [02:24<00:08, 1.56it/s]\nCLIP Loss: 706.531\tRange Loss: 0.000\tTV Loss: 30.834\tTotal Loss: 737.365\n\n 95%|#########4| 237/250 [02:24<00:07, 1.63it/s]\nCLIP Loss: 704.060\tRange Loss: 0.000\tTV Loss: 29.483\tTotal Loss: 733.543\n\n 95%|#########5| 238/250 [02:25<00:07, 1.68it/s]\nCLIP Loss: 701.897\tRange Loss: 0.000\tTV Loss: 28.173\tTotal Loss: 730.071\n\n 96%|#########5| 239/250 [02:25<00:06, 1.72it/s]\nCLIP Loss: 700.097\tRange Loss: 0.000\tTV Loss: 26.888\tTotal Loss: 726.985\n\n 96%|#########6| 240/250 [02:26<00:05, 1.75it/s]\nCLIP Loss: 696.865\tRange Loss: 0.000\tTV Loss: 25.644\tTotal Loss: 722.509\n\n 96%|#########6| 241/250 [02:27<00:05, 1.59it/s]\nCLIP Loss: 694.823\tRange Loss: 0.000\tTV Loss: 24.468\tTotal Loss: 719.291\n\n 97%|#########6| 242/250 [02:27<00:04, 1.65it/s]\nCLIP Loss: 695.358\tRange Loss: 0.000\tTV Loss: 23.376\tTotal Loss: 718.734\n\n 97%|#########7| 243/250 [02:28<00:04, 1.69it/s]\nCLIP Loss: 690.018\tRange Loss: 0.000\tTV Loss: 22.294\tTotal Loss: 712.312\n\n 98%|#########7| 244/250 [02:28<00:03, 1.72it/s]\nCLIP Loss: 687.397\tRange Loss: 0.000\tTV Loss: 21.312\tTotal Loss: 708.708\n\n 98%|#########8| 245/250 [02:29<00:02, 1.73it/s]\nCLIP Loss: 691.847\tRange Loss: 0.000\tTV Loss: 20.399\tTotal Loss: 712.245\n\n 98%|#########8| 246/250 [02:30<00:02, 1.53it/s]\nCLIP Loss: 688.159\tRange Loss: 0.000\tTV Loss: 19.602\tTotal Loss: 707.761\n\n 99%|#########8| 247/250 [02:30<00:01, 1.61it/s]\nCLIP Loss: 687.044\tRange Loss: 0.000\tTV Loss: 18.946\tTotal Loss: 705.989\n\n 99%|#########9| 248/250 [02:31<00:01, 1.67it/s]\nCLIP Loss: 683.080\tRange Loss: 0.000\tTV Loss: 18.437\tTotal Loss: 701.517\n\n100%|#########9| 249/250 [02:31<00:00, 1.72it/s]\nCLIP Loss: 686.252\tRange Loss: 0.000\tTV Loss: 18.053\tTotal Loss: 704.305\n\n100%|##########| 250/250 [02:32<00:00, 1.58it/s]\n\n100%|##########| 250/250 [02:32<00:00, 1.64it/s]", "metrics": { "total_time": 155.057819 }, "output": [ { "file": "https://replicate.delivery/mgxm/2a51822a-654a-48d7-9475-5515d54ab489/0000.png" }, { "file": "https://replicate.delivery/mgxm/313d7687-5a26-4462-90ad-353d536c944f/0005.png" }, { "file": "https://replicate.delivery/mgxm/9b2593eb-47a0-47ec-9f8b-8d4a43487942/0010.png" }, { "file": "https://replicate.delivery/mgxm/2c052259-8a1c-4b58-9220-b15722ea03b0/0015.png" }, { "file": "https://replicate.delivery/mgxm/a9f6c328-8603-4a72-b004-ea091a95c983/0020.png" }, { "file": "https://replicate.delivery/mgxm/91dc5bcf-f7dd-4b43-92c6-cfc6d88c23ff/0025.png" }, { "file": "https://replicate.delivery/mgxm/438fb0be-7398-428f-8f5e-84b40c48e650/0030.png" }, { "file": "https://replicate.delivery/mgxm/c0ed6ff5-032f-4b34-b416-26b19ad94d08/0035.png" }, { "file": "https://replicate.delivery/mgxm/64faf24a-087a-4b30-9e20-4f487d6dae44/0040.png" }, { "file": "https://replicate.delivery/mgxm/4e0d67b1-90ba-4e63-85ec-66e9c9444a87/0045.png" }, { "file": "https://replicate.delivery/mgxm/ebd0c008-7345-465f-8853-10a6a3fcc33a/0050.png" }, { "file": "https://replicate.delivery/mgxm/a13b761e-f7b9-4252-a5f0-c727d5c347f5/0055.png" }, { "file": "https://replicate.delivery/mgxm/e27035c0-701f-41ef-86cd-ebf5b24f2ad7/0060.png" }, { "file": "https://replicate.delivery/mgxm/4411651b-52a9-4d21-9c7d-9ff4e9244a30/0065.png" }, { "file": "https://replicate.delivery/mgxm/db0deb54-53d6-459e-b9df-234f84235769/0070.png" }, { "file": "https://replicate.delivery/mgxm/8de63723-7cbb-45b5-b873-5e89b9aca0bb/0075.png" }, { "file": "https://replicate.delivery/mgxm/f16debb6-2ba0-4f13-b4d5-6d4198e85507/0080.png" }, { "file": "https://replicate.delivery/mgxm/a255eeb5-b285-46fb-b68c-fac228330316/0085.png" }, { "file": "https://replicate.delivery/mgxm/c28b17e6-5bbd-4641-ac92-fd09b7e17c8d/0090.png" }, { "file": "https://replicate.delivery/mgxm/1e3ae753-d004-4c70-930d-c44dd451578e/0095.png" }, { "file": "https://replicate.delivery/mgxm/a7e77fd3-d379-4a5f-b4f9-98fa1aff918b/0100.png" }, { "file": "https://replicate.delivery/mgxm/5692239b-5211-4d5b-9087-c1e525e39aef/0105.png" }, { "file": "https://replicate.delivery/mgxm/0a3261a8-2553-46d0-bb59-4d43bc28ae9e/0110.png" }, { "file": "https://replicate.delivery/mgxm/594940be-a950-447e-93ba-18afa5b9acec/0115.png" }, { "file": "https://replicate.delivery/mgxm/5be38d59-a78f-4090-83bf-d35623223a00/0120.png" }, { "file": "https://replicate.delivery/mgxm/13ebc532-0772-4de3-86a4-82c6070533c6/0125.png" }, { "file": "https://replicate.delivery/mgxm/5429c3c8-5c16-4761-a515-a8f75a9137b5/0130.png" }, { "file": "https://replicate.delivery/mgxm/ccfd0168-2e50-405e-992e-9fa2904f467d/0135.png" }, { "file": "https://replicate.delivery/mgxm/cb622f4e-458b-4743-802a-565610eb9105/0140.png" }, { "file": "https://replicate.delivery/mgxm/67d2f4ce-96de-488a-95a3-65ca9b822b40/0145.png" }, { "file": "https://replicate.delivery/mgxm/3944971e-cfbb-4cc9-9254-f1bbbc3f9d2f/0150.png" }, { "file": "https://replicate.delivery/mgxm/89124424-f210-432b-ba40-95e42b8cf1b4/0155.png" }, { "file": "https://replicate.delivery/mgxm/0929a734-5097-4dea-8424-fb0e62af08e5/0160.png" }, { "file": "https://replicate.delivery/mgxm/17c850fa-f542-4525-89fd-d4beacbcb231/0165.png" }, { "file": "https://replicate.delivery/mgxm/a28e45b1-06bc-4ac4-9fad-b5c50bf97027/0170.png" }, { "file": "https://replicate.delivery/mgxm/42727185-7a44-4fa3-826a-f7d4603b19e6/0175.png" }, { "file": "https://replicate.delivery/mgxm/622aa6d3-9b1f-4d61-9e0c-0925b46dc971/0180.png" }, { "file": "https://replicate.delivery/mgxm/19380a4a-b25a-4949-b686-e3d62903a965/0185.png" }, { "file": "https://replicate.delivery/mgxm/caf48e58-1e06-42d3-aa5c-ddead7553110/0190.png" }, { "file": "https://replicate.delivery/mgxm/afb4dec0-cccc-4a71-a6be-c89934ce6d05/0195.png" }, { "file": "https://replicate.delivery/mgxm/010636ef-b9a9-4a6b-87c2-8c80123aefe0/0200.png" }, { "file": "https://replicate.delivery/mgxm/3940652e-fc30-435b-ba68-6b21af20550a/0205.png" }, { "file": "https://replicate.delivery/mgxm/47b7cc94-c94a-4cba-a32f-e58dca882022/0210.png" }, { "file": "https://replicate.delivery/mgxm/b4ce2e3f-ee88-4950-b7a5-bf4dbbfbefb9/0215.png" }, { "file": "https://replicate.delivery/mgxm/50645935-8980-46b2-a41a-c8a77f5188f3/0220.png" }, { "file": "https://replicate.delivery/mgxm/c6d0498b-05de-4559-8d61-af674b066af7/0225.png" }, { "file": "https://replicate.delivery/mgxm/4cc87450-f1f3-42f7-be4d-51c1103fd26b/0230.png" }, { "file": "https://replicate.delivery/mgxm/d2beb138-a494-41d6-a9ac-14c5e7fa2826/0235.png" }, { "file": "https://replicate.delivery/mgxm/61c49ded-f6eb-4664-8cf6-c4f063d450e7/0240.png" }, { "file": "https://replicate.delivery/mgxm/3885b4dd-1012-4071-b376-0fd81836f8f0/0245.png" }, { "file": "https://replicate.delivery/mgxm/af345496-e494-4c0a-8f97-4059b6beceb9/0249.png" } ], "started_at": "2022-01-21T14:09:52.669870Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/5vhmzdrgw5g7tmj5mod2i4boie", "cancel": "https://api.replicate.com/v1/predictions/5vhmzdrgw5g7tmj5mod2i4boie/cancel" }, "version": "e654097b5b935605427a8f331b49e780cca0e83608924f6c6f3b9ad09a9de06e" }
Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 999.050 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 1007.129 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:48, 1.48it/s] CLIP Loss: 976.410 Range Loss: 0.016 TV Loss: 7.158 Total Loss: 983.583 1%| | 2/250 [00:01<02:27, 1.68it/s] CLIP Loss: 966.603 Range Loss: 0.002 TV Loss: 5.902 Total Loss: 972.507 1%|1 | 3/250 [00:01<02:21, 1.74it/s] CLIP Loss: 972.435 Range Loss: 0.003 TV Loss: 6.327 Total Loss: 978.765 2%|1 | 4/250 [00:02<02:18, 1.77it/s] CLIP Loss: 963.257 Range Loss: 0.000 TV Loss: 4.637 Total Loss: 967.894 2%|2 | 5/250 [00:02<02:16, 1.79it/s] CLIP Loss: 961.731 Range Loss: 0.000 TV Loss: 3.976 Total Loss: 965.707 2%|2 | 6/250 [00:03<02:38, 1.54it/s] CLIP Loss: 960.053 Range Loss: 0.000 TV Loss: 2.709 Total Loss: 962.762 3%|2 | 7/250 [00:04<02:29, 1.63it/s] CLIP Loss: 967.058 Range Loss: 0.000 TV Loss: 2.800 Total Loss: 969.858 3%|3 | 8/250 [00:04<02:26, 1.66it/s] CLIP Loss: 962.586 Range Loss: 0.000 TV Loss: 2.357 Total Loss: 964.943 4%|3 | 9/250 [00:05<02:22, 1.69it/s] CLIP Loss: 956.792 Range Loss: 0.000 TV Loss: 1.937 Total Loss: 958.728 4%|4 | 10/250 [00:05<02:18, 1.73it/s] CLIP Loss: 958.913 Range Loss: 0.000 TV Loss: 2.313 Total Loss: 961.227 4%|4 | 11/250 [00:06<02:29, 1.60it/s] CLIP Loss: 959.282 Range Loss: 0.000 TV Loss: 2.023 Total Loss: 961.304 5%|4 | 12/250 [00:07<02:23, 1.65it/s] CLIP Loss: 963.038 Range Loss: 0.000 TV Loss: 2.145 Total Loss: 965.183 5%|5 | 13/250 [00:07<02:19, 1.69it/s] CLIP Loss: 952.398 Range Loss: 0.000 TV Loss: 1.790 Total Loss: 954.187 6%|5 | 14/250 [00:08<02:17, 1.72it/s] CLIP Loss: 953.657 Range Loss: 0.000 TV Loss: 1.477 Total Loss: 955.135 6%|6 | 15/250 [00:08<02:15, 1.73it/s] CLIP Loss: 946.225 Range Loss: 0.000 TV Loss: 1.691 Total Loss: 947.917 6%|6 | 16/250 [00:09<02:26, 1.59it/s] CLIP Loss: 951.180 Range Loss: 0.000 TV Loss: 1.515 Total Loss: 952.695 7%|6 | 17/250 [00:10<02:20, 1.66it/s] CLIP Loss: 939.254 Range Loss: 0.000 TV Loss: 1.456 Total Loss: 940.709 7%|7 | 18/250 [00:10<02:17, 1.69it/s] CLIP Loss: 939.704 Range Loss: 0.000 TV Loss: 1.878 Total Loss: 941.583 8%|7 | 19/250 [00:11<02:14, 1.71it/s] CLIP Loss: 933.854 Range Loss: 0.000 TV Loss: 1.789 Total Loss: 935.643 8%|8 | 20/250 [00:11<02:12, 1.74it/s] CLIP Loss: 929.545 Range Loss: 0.000 TV Loss: 1.478 Total Loss: 931.023 8%|8 | 21/250 [00:12<02:23, 1.60it/s] CLIP Loss: 934.151 Range Loss: 0.000 TV Loss: 1.210 Total Loss: 935.361 9%|8 | 22/250 [00:13<02:17, 1.66it/s] CLIP Loss: 927.332 Range Loss: 0.000 TV Loss: 1.238 Total Loss: 928.570 9%|9 | 23/250 [00:13<02:13, 1.70it/s] CLIP Loss: 921.363 Range Loss: 0.000 TV Loss: 1.208 Total Loss: 922.571 10%|9 | 24/250 [00:14<02:11, 1.72it/s] CLIP Loss: 925.875 Range Loss: 0.000 TV Loss: 1.404 Total Loss: 927.280 10%|# | 25/250 [00:14<02:09, 1.74it/s] CLIP Loss: 910.874 Range Loss: 0.000 TV Loss: 1.020 Total Loss: 911.894 10%|# | 26/250 [00:15<02:19, 1.60it/s] CLIP Loss: 914.464 Range Loss: 0.000 TV Loss: 1.524 Total Loss: 915.988 11%|# | 27/250 [00:16<02:14, 1.66it/s] CLIP Loss: 911.203 Range Loss: 0.000 TV Loss: 0.855 Total Loss: 912.058 11%|#1 | 28/250 [00:16<02:11, 1.69it/s] CLIP Loss: 895.841 Range Loss: 0.000 TV Loss: 1.008 Total Loss: 896.849 12%|#1 | 29/250 [00:17<02:09, 1.71it/s] CLIP Loss: 891.216 Range Loss: 0.000 TV Loss: 0.835 Total Loss: 892.051 12%|#2 | 30/250 [00:17<02:06, 1.74it/s] CLIP Loss: 894.666 Range Loss: 0.000 TV Loss: 0.725 Total Loss: 895.391 12%|#2 | 31/250 [00:18<02:17, 1.60it/s] CLIP Loss: 890.223 Range Loss: 0.000 TV Loss: 0.650 Total Loss: 890.873 13%|#2 | 32/250 [00:19<02:13, 1.64it/s] CLIP Loss: 876.322 Range Loss: 0.000 TV Loss: 0.688 Total Loss: 877.010 13%|#3 | 33/250 [00:19<02:09, 1.67it/s] CLIP Loss: 885.564 Range Loss: 0.000 TV Loss: 0.489 Total Loss: 886.053 14%|#3 | 34/250 [00:20<02:07, 1.69it/s] CLIP Loss: 891.472 Range Loss: 0.000 TV Loss: 0.897 Total Loss: 892.369 14%|#4 | 35/250 [00:20<02:05, 1.71it/s] CLIP Loss: 871.253 Range Loss: 0.000 TV Loss: 0.474 Total Loss: 871.727 14%|#4 | 36/250 [00:21<02:16, 1.57it/s] CLIP Loss: 857.358 Range Loss: 0.000 TV Loss: 0.673 Total Loss: 858.030 15%|#4 | 37/250 [00:22<02:10, 1.63it/s] CLIP Loss: 868.479 Range Loss: 0.000 TV Loss: 0.580 Total Loss: 869.059 15%|#5 | 38/250 [00:22<02:08, 1.65it/s] CLIP Loss: 866.733 Range Loss: 0.000 TV Loss: 0.403 Total Loss: 867.136 16%|#5 | 39/250 [00:23<02:04, 1.69it/s] CLIP Loss: 861.531 Range Loss: 0.000 TV Loss: 0.466 Total Loss: 861.998 16%|#6 | 40/250 [00:23<02:02, 1.71it/s] CLIP Loss: 856.467 Range Loss: 0.000 TV Loss: 0.453 Total Loss: 856.920 16%|#6 | 41/250 [00:24<02:14, 1.55it/s] CLIP Loss: 856.964 Range Loss: 0.000 TV Loss: 0.376 Total Loss: 857.340 17%|#6 | 42/250 [00:25<02:08, 1.62it/s] CLIP Loss: 865.548 Range Loss: 0.000 TV Loss: 0.450 Total Loss: 865.998 17%|#7 | 43/250 [00:25<02:04, 1.66it/s] CLIP Loss: 867.513 Range Loss: 0.000 TV Loss: 0.421 Total Loss: 867.934 18%|#7 | 44/250 [00:26<02:01, 1.69it/s] CLIP Loss: 871.608 Range Loss: 0.000 TV Loss: 0.383 Total Loss: 871.991 18%|#8 | 45/250 [00:26<02:00, 1.71it/s] CLIP Loss: 862.514 Range Loss: 0.000 TV Loss: 0.495 Total Loss: 863.009 18%|#8 | 46/250 [00:27<02:11, 1.55it/s] CLIP Loss: 871.638 Range Loss: 0.000 TV Loss: 0.354 Total Loss: 871.992 19%|#8 | 47/250 [00:28<02:06, 1.61it/s] CLIP Loss: 872.637 Range Loss: 0.000 TV Loss: 0.376 Total Loss: 873.013 19%|#9 | 48/250 [00:28<02:02, 1.65it/s] CLIP Loss: 859.816 Range Loss: 0.000 TV Loss: 0.415 Total Loss: 860.231 20%|#9 | 49/250 [00:29<02:00, 1.67it/s] CLIP Loss: 860.926 Range Loss: 0.000 TV Loss: 0.382 Total Loss: 861.308 20%|## | 50/250 [00:29<01:57, 1.70it/s] CLIP Loss: 857.857 Range Loss: 0.000 TV Loss: 0.283 Total Loss: 858.141 20%|## | 51/250 [00:30<02:09, 1.54it/s] CLIP Loss: 852.635 Range Loss: 0.000 TV Loss: 0.365 Total Loss: 852.999 21%|## | 52/250 [00:31<02:03, 1.60it/s] CLIP Loss: 842.214 Range Loss: 0.000 TV Loss: 0.319 Total Loss: 842.533 21%|##1 | 53/250 [00:31<01:59, 1.65it/s] CLIP Loss: 858.323 Range Loss: 0.000 TV Loss: 0.275 Total Loss: 858.598 22%|##1 | 54/250 [00:32<01:56, 1.69it/s] CLIP Loss: 846.947 Range Loss: 0.000 TV Loss: 0.449 Total Loss: 847.397 22%|##2 | 55/250 [00:33<01:54, 1.71it/s] CLIP Loss: 823.089 Range Loss: 0.000 TV Loss: 0.332 Total Loss: 823.421 22%|##2 | 56/250 [00:33<02:08, 1.51it/s] CLIP Loss: 816.446 Range Loss: 0.000 TV Loss: 0.299 Total Loss: 816.746 23%|##2 | 57/250 [00:34<02:01, 1.59it/s] CLIP Loss: 815.289 Range Loss: 0.000 TV Loss: 0.295 Total Loss: 815.584 23%|##3 | 58/250 [00:35<01:57, 1.63it/s] CLIP Loss: 816.425 Range Loss: 0.000 TV Loss: 0.267 Total Loss: 816.692 24%|##3 | 59/250 [00:35<01:54, 1.67it/s] CLIP Loss: 809.523 Range Loss: 0.000 TV Loss: 0.317 Total Loss: 809.840 24%|##4 | 60/250 [00:36<01:52, 1.70it/s] CLIP Loss: 816.365 Range Loss: 0.000 TV Loss: 0.346 Total Loss: 816.711 24%|##4 | 61/250 [00:37<02:07, 1.49it/s] CLIP Loss: 810.611 Range Loss: 0.000 TV Loss: 0.326 Total Loss: 810.937 25%|##4 | 62/250 [00:37<02:00, 1.56it/s] CLIP Loss: 814.195 Range Loss: 0.000 TV Loss: 0.282 Total Loss: 814.477 25%|##5 | 63/250 [00:38<01:55, 1.62it/s] CLIP Loss: 809.912 Range Loss: 0.000 TV Loss: 0.349 Total Loss: 810.262 26%|##5 | 64/250 [00:38<01:52, 1.66it/s] CLIP Loss: 796.634 Range Loss: 0.000 TV Loss: 0.404 Total Loss: 797.038 26%|##6 | 65/250 [00:39<01:49, 1.68it/s] CLIP Loss: 793.672 Range Loss: 0.000 TV Loss: 0.434 Total Loss: 794.106 26%|##6 | 66/250 [00:40<02:03, 1.49it/s] CLIP Loss: 796.539 Range Loss: 0.000 TV Loss: 0.442 Total Loss: 796.981 27%|##6 | 67/250 [00:40<01:57, 1.56it/s] CLIP Loss: 794.050 Range Loss: 0.000 TV Loss: 0.401 Total Loss: 794.451 27%|##7 | 68/250 [00:41<01:52, 1.62it/s] CLIP Loss: 795.240 Range Loss: 0.000 TV Loss: 0.477 Total Loss: 795.716 28%|##7 | 69/250 [00:41<01:48, 1.66it/s] CLIP Loss: 787.042 Range Loss: 0.000 TV Loss: 0.462 Total Loss: 787.504 28%|##8 | 70/250 [00:42<01:45, 1.70it/s] CLIP Loss: 791.797 Range Loss: 0.000 TV Loss: 0.453 Total Loss: 792.250 28%|##8 | 71/250 [00:43<02:00, 1.48it/s] CLIP Loss: 792.069 Range Loss: 0.000 TV Loss: 0.406 Total Loss: 792.475 29%|##8 | 72/250 [00:43<01:53, 1.57it/s] CLIP Loss: 800.436 Range Loss: 0.000 TV Loss: 0.600 Total Loss: 801.036 29%|##9 | 73/250 [00:44<01:48, 1.63it/s] CLIP Loss: 789.929 Range Loss: 0.000 TV Loss: 0.425 Total Loss: 790.354 30%|##9 | 74/250 [00:44<01:45, 1.67it/s] CLIP Loss: 778.411 Range Loss: 0.000 TV Loss: 0.499 Total Loss: 778.910 30%|### | 75/250 [00:45<01:43, 1.70it/s] CLIP Loss: 781.137 Range Loss: 0.000 TV Loss: 0.499 Total Loss: 781.635 30%|### | 76/250 [00:46<01:56, 1.49it/s] CLIP Loss: 780.131 Range Loss: 0.000 TV Loss: 0.480 Total Loss: 780.611 31%|### | 77/250 [00:46<01:49, 1.57it/s] CLIP Loss: 786.750 Range Loss: 0.000 TV Loss: 0.528 Total Loss: 787.278 31%|###1 | 78/250 [00:47<01:45, 1.62it/s] CLIP Loss: 788.672 Range Loss: 0.000 TV Loss: 0.446 Total Loss: 789.118 32%|###1 | 79/250 [00:48<01:43, 1.66it/s] CLIP Loss: 780.896 Range Loss: 0.000 TV Loss: 0.482 Total Loss: 781.378 32%|###2 | 80/250 [00:48<01:40, 1.70it/s] CLIP Loss: 784.613 Range Loss: 0.000 TV Loss: 0.579 Total Loss: 785.191 32%|###2 | 81/250 [00:49<01:55, 1.46it/s] CLIP Loss: 773.785 Range Loss: 0.000 TV Loss: 0.527 Total Loss: 774.312 33%|###2 | 82/250 [00:50<01:48, 1.55it/s] CLIP Loss: 788.797 Range Loss: 0.000 TV Loss: 0.480 Total Loss: 789.278 33%|###3 | 83/250 [00:50<01:43, 1.61it/s] CLIP Loss: 782.986 Range Loss: 0.000 TV Loss: 0.565 Total Loss: 783.551 34%|###3 | 84/250 [00:51<01:40, 1.66it/s] CLIP Loss: 788.286 Range Loss: 0.000 TV Loss: 0.564 Total Loss: 788.850 34%|###4 | 85/250 [00:51<01:37, 1.70it/s] CLIP Loss: 787.840 Range Loss: 0.000 TV Loss: 0.769 Total Loss: 788.609 34%|###4 | 86/250 [00:52<01:51, 1.48it/s] CLIP Loss: 785.828 Range Loss: 0.000 TV Loss: 0.633 Total Loss: 786.461 35%|###4 | 87/250 [00:53<01:44, 1.56it/s] CLIP Loss: 772.293 Range Loss: 0.000 TV Loss: 0.809 Total Loss: 773.102 35%|###5 | 88/250 [00:53<01:39, 1.63it/s] CLIP Loss: 774.935 Range Loss: 0.000 TV Loss: 0.727 Total Loss: 775.662 36%|###5 | 89/250 [00:54<01:36, 1.68it/s] CLIP Loss: 779.260 Range Loss: 0.000 TV Loss: 1.109 Total Loss: 780.369 36%|###6 | 90/250 [00:54<01:33, 1.71it/s] CLIP Loss: 761.532 Range Loss: 0.000 TV Loss: 0.982 Total Loss: 762.514 36%|###6 | 91/250 [00:55<01:44, 1.52it/s] CLIP Loss: 785.917 Range Loss: 0.000 TV Loss: 1.142 Total Loss: 787.060 37%|###6 | 92/250 [00:56<01:39, 1.59it/s] CLIP Loss: 747.767 Range Loss: 0.000 TV Loss: 0.959 Total Loss: 748.727 37%|###7 | 93/250 [00:56<01:35, 1.64it/s] CLIP Loss: 749.626 Range Loss: 0.000 TV Loss: 1.189 Total Loss: 750.815 38%|###7 | 94/250 [00:57<01:32, 1.68it/s] CLIP Loss: 752.551 Range Loss: 0.000 TV Loss: 1.140 Total Loss: 753.691 38%|###8 | 95/250 [00:57<01:30, 1.71it/s] CLIP Loss: 759.804 Range Loss: 0.000 TV Loss: 1.098 Total Loss: 760.901 38%|###8 | 96/250 [00:58<01:42, 1.51it/s] CLIP Loss: 738.102 Range Loss: 0.000 TV Loss: 1.015 Total Loss: 739.117 39%|###8 | 97/250 [00:59<01:36, 1.58it/s] CLIP Loss: 758.162 Range Loss: 0.000 TV Loss: 1.048 Total Loss: 759.210 39%|###9 | 98/250 [00:59<01:32, 1.64it/s] CLIP Loss: 796.050 Range Loss: 0.000 TV Loss: 1.063 Total Loss: 797.113 40%|###9 | 99/250 [01:00<01:29, 1.69it/s] CLIP Loss: 745.937 Range Loss: 0.000 TV Loss: 1.180 Total Loss: 747.117 40%|#### | 100/250 [01:01<01:27, 1.71it/s] CLIP Loss: 738.878 Range Loss: 0.000 TV Loss: 1.330 Total Loss: 740.208 40%|#### | 101/250 [01:01<01:38, 1.51it/s] CLIP Loss: 726.030 Range Loss: 0.000 TV Loss: 1.433 Total Loss: 727.463 41%|#### | 102/250 [01:02<01:33, 1.59it/s] CLIP Loss: 727.678 Range Loss: 0.000 TV Loss: 1.763 Total Loss: 729.441 41%|####1 | 103/250 [01:02<01:29, 1.64it/s] CLIP Loss: 727.132 Range Loss: 0.000 TV Loss: 1.830 Total Loss: 728.962 42%|####1 | 104/250 [01:03<01:26, 1.69it/s] CLIP Loss: 724.232 Range Loss: 0.000 TV Loss: 1.815 Total Loss: 726.047 42%|####2 | 105/250 [01:04<01:24, 1.72it/s] CLIP Loss: 722.139 Range Loss: 0.000 TV Loss: 1.925 Total Loss: 724.064 42%|####2 | 106/250 [01:04<01:34, 1.52it/s] CLIP Loss: 727.215 Range Loss: 0.000 TV Loss: 1.903 Total Loss: 729.118 43%|####2 | 107/250 [01:05<01:29, 1.60it/s] CLIP Loss: 716.354 Range Loss: 0.000 TV Loss: 1.805 Total Loss: 718.159 43%|####3 | 108/250 [01:06<01:25, 1.66it/s] CLIP Loss: 712.080 Range Loss: 0.000 TV Loss: 1.975 Total Loss: 714.055 44%|####3 | 109/250 [01:06<01:22, 1.70it/s] CLIP Loss: 722.053 Range Loss: 0.000 TV Loss: 2.057 Total Loss: 724.110 44%|####4 | 110/250 [01:07<01:21, 1.72it/s] CLIP Loss: 721.512 Range Loss: 0.000 TV Loss: 2.632 Total Loss: 724.144 44%|####4 | 111/250 [01:07<01:31, 1.52it/s] CLIP Loss: 723.243 Range Loss: 0.000 TV Loss: 2.751 Total Loss: 725.995 45%|####4 | 112/250 [01:08<01:26, 1.60it/s] CLIP Loss: 720.502 Range Loss: 0.000 TV Loss: 2.669 Total Loss: 723.171 45%|####5 | 113/250 [01:09<01:23, 1.65it/s] CLIP Loss: 721.987 Range Loss: 0.000 TV Loss: 2.860 Total Loss: 724.847 46%|####5 | 114/250 [01:09<01:20, 1.70it/s] CLIP Loss: 716.338 Range Loss: 0.000 TV Loss: 3.005 Total Loss: 719.343 46%|####6 | 115/250 [01:10<01:18, 1.72it/s] CLIP Loss: 717.267 Range Loss: 0.000 TV Loss: 3.062 Total Loss: 720.329 46%|####6 | 116/250 [01:11<01:27, 1.53it/s] CLIP Loss: 719.939 Range Loss: 0.000 TV Loss: 3.214 Total Loss: 723.153 47%|####6 | 117/250 [01:11<01:22, 1.61it/s] CLIP Loss: 712.119 Range Loss: 0.000 TV Loss: 3.249 Total Loss: 715.368 47%|####7 | 118/250 [01:12<01:19, 1.67it/s] CLIP Loss: 713.092 Range Loss: 0.000 TV Loss: 3.664 Total Loss: 716.756 48%|####7 | 119/250 [01:12<01:16, 1.71it/s] CLIP Loss: 710.047 Range Loss: 0.000 TV Loss: 3.682 Total Loss: 713.729 48%|####8 | 120/250 [01:13<01:15, 1.73it/s] CLIP Loss: 716.769 Range Loss: 0.000 TV Loss: 3.831 Total Loss: 720.600 48%|####8 | 121/250 [01:14<01:29, 1.43it/s] CLIP Loss: 712.868 Range Loss: 0.000 TV Loss: 3.908 Total Loss: 716.775 49%|####8 | 122/250 [01:14<01:23, 1.53it/s] CLIP Loss: 718.588 Range Loss: 0.000 TV Loss: 4.000 Total Loss: 722.588 49%|####9 | 123/250 [01:15<01:19, 1.60it/s] CLIP Loss: 713.534 Range Loss: 0.000 TV Loss: 4.006 Total Loss: 717.540 50%|####9 | 124/250 [01:15<01:16, 1.65it/s] CLIP Loss: 712.548 Range Loss: 0.000 TV Loss: 4.289 Total Loss: 716.837 50%|##### | 125/250 [01:16<01:13, 1.69it/s] CLIP Loss: 703.635 Range Loss: 0.000 TV Loss: 4.575 Total Loss: 708.210 50%|##### | 126/250 [01:17<01:22, 1.50it/s] CLIP Loss: 710.267 Range Loss: 0.000 TV Loss: 4.890 Total Loss: 715.156 51%|##### | 127/250 [01:17<01:17, 1.58it/s] CLIP Loss: 717.285 Range Loss: 0.000 TV Loss: 5.064 Total Loss: 722.350 51%|#####1 | 128/250 [01:18<01:14, 1.64it/s] CLIP Loss: 721.218 Range Loss: 0.000 TV Loss: 5.323 Total Loss: 726.541 52%|#####1 | 129/250 [01:18<01:11, 1.69it/s] CLIP Loss: 721.464 Range Loss: 0.000 TV Loss: 5.542 Total Loss: 727.006 52%|#####2 | 130/250 [01:19<01:09, 1.72it/s] CLIP Loss: 719.548 Range Loss: 0.000 TV Loss: 5.919 Total Loss: 725.467 52%|#####2 | 131/250 [01:20<01:17, 1.53it/s] CLIP Loss: 715.123 Range Loss: 0.000 TV Loss: 5.997 Total Loss: 721.120 53%|#####2 | 132/250 [01:20<01:13, 1.60it/s] CLIP Loss: 723.002 Range Loss: 0.000 TV Loss: 6.112 Total Loss: 729.113 53%|#####3 | 133/250 [01:21<01:10, 1.65it/s] CLIP Loss: 709.948 Range Loss: 0.000 TV Loss: 6.339 Total Loss: 716.288 54%|#####3 | 134/250 [01:21<01:08, 1.69it/s] CLIP Loss: 709.163 Range Loss: 0.000 TV Loss: 6.847 Total Loss: 716.011 54%|#####4 | 135/250 [01:22<01:07, 1.72it/s] CLIP Loss: 711.255 Range Loss: 0.000 TV Loss: 7.262 Total Loss: 718.517 54%|#####4 | 136/250 [01:23<01:14, 1.54it/s] CLIP Loss: 714.133 Range Loss: 0.000 TV Loss: 7.512 Total Loss: 721.645 55%|#####4 | 137/250 [01:23<01:10, 1.61it/s] CLIP Loss: 711.846 Range Loss: 0.000 TV Loss: 7.880 Total Loss: 719.726 55%|#####5 | 138/250 [01:24<01:07, 1.66it/s] CLIP Loss: 709.159 Range Loss: 0.000 TV Loss: 8.322 Total Loss: 717.482 56%|#####5 | 139/250 [01:25<01:05, 1.70it/s] CLIP Loss: 708.444 Range Loss: 0.000 TV Loss: 8.434 Total Loss: 716.879 56%|#####6 | 140/250 [01:25<01:03, 1.73it/s] CLIP Loss: 705.127 Range Loss: 0.000 TV Loss: 8.719 Total Loss: 713.846 56%|#####6 | 141/250 [01:26<01:11, 1.53it/s] CLIP Loss: 712.155 Range Loss: 0.000 TV Loss: 9.068 Total Loss: 721.223 57%|#####6 | 142/250 [01:26<01:07, 1.60it/s] CLIP Loss: 708.670 Range Loss: 0.000 TV Loss: 9.450 Total Loss: 718.120 57%|#####7 | 143/250 [01:27<01:05, 1.65it/s] CLIP Loss: 703.035 Range Loss: 0.000 TV Loss: 9.602 Total Loss: 712.637 58%|#####7 | 144/250 [01:28<01:02, 1.68it/s] CLIP Loss: 704.620 Range Loss: 0.000 TV Loss: 9.792 Total Loss: 714.413 58%|#####8 | 145/250 [01:28<01:01, 1.71it/s] CLIP Loss: 702.518 Range Loss: 0.000 TV Loss: 10.064 Total Loss: 712.583 58%|#####8 | 146/250 [01:29<01:10, 1.47it/s] CLIP Loss: 695.677 Range Loss: 0.000 TV Loss: 10.182 Total Loss: 705.859 59%|#####8 | 147/250 [01:30<01:06, 1.55it/s] CLIP Loss: 700.523 Range Loss: 0.000 TV Loss: 10.573 Total Loss: 711.096 59%|#####9 | 148/250 [01:30<01:02, 1.62it/s] CLIP Loss: 700.987 Range Loss: 0.000 TV Loss: 10.891 Total Loss: 711.878 60%|#####9 | 149/250 [01:31<01:00, 1.67it/s] CLIP Loss: 708.211 Range Loss: 0.000 TV Loss: 11.220 Total Loss: 719.430 60%|###### | 150/250 [01:31<00:58, 1.70it/s] CLIP Loss: 697.859 Range Loss: 0.000 TV Loss: 11.735 Total Loss: 709.594 60%|###### | 151/250 [01:32<01:05, 1.52it/s] CLIP Loss: 699.541 Range Loss: 0.000 TV Loss: 12.279 Total Loss: 711.820 61%|###### | 152/250 [01:33<01:01, 1.58it/s] CLIP Loss: 705.820 Range Loss: 0.000 TV Loss: 12.782 Total Loss: 718.601 61%|######1 | 153/250 [01:33<00:58, 1.64it/s] CLIP Loss: 699.765 Range Loss: 0.000 TV Loss: 13.292 Total Loss: 713.057 62%|######1 | 154/250 [01:34<00:57, 1.68it/s] CLIP Loss: 701.321 Range Loss: 0.000 TV Loss: 13.756 Total Loss: 715.078 62%|######2 | 155/250 [01:34<00:55, 1.71it/s] CLIP Loss: 698.087 Range Loss: 0.000 TV Loss: 14.131 Total Loss: 712.218 62%|######2 | 156/250 [01:35<01:01, 1.52it/s] CLIP Loss: 698.772 Range Loss: 0.000 TV Loss: 14.692 Total Loss: 713.464 63%|######2 | 157/250 [01:36<00:58, 1.60it/s] CLIP Loss: 700.442 Range Loss: 0.000 TV Loss: 15.087 Total Loss: 715.529 63%|######3 | 158/250 [01:36<00:55, 1.64it/s] CLIP Loss: 699.029 Range Loss: 0.000 TV Loss: 15.557 Total Loss: 714.586 64%|######3 | 159/250 [01:37<00:53, 1.69it/s] CLIP Loss: 711.708 Range Loss: 0.000 TV Loss: 16.152 Total Loss: 727.859 64%|######4 | 160/250 [01:37<00:52, 1.72it/s] CLIP Loss: 706.354 Range Loss: 0.000 TV Loss: 16.667 Total Loss: 723.021 64%|######4 | 161/250 [01:38<00:57, 1.54it/s] CLIP Loss: 712.261 Range Loss: 0.000 TV Loss: 17.313 Total Loss: 729.574 65%|######4 | 162/250 [01:39<00:54, 1.62it/s] CLIP Loss: 707.156 Range Loss: 0.000 TV Loss: 18.051 Total Loss: 725.207 65%|######5 | 163/250 [01:39<00:52, 1.66it/s] CLIP Loss: 711.034 Range Loss: 0.000 TV Loss: 18.622 Total Loss: 729.656 66%|######5 | 164/250 [01:40<00:50, 1.71it/s] CLIP Loss: 710.142 Range Loss: 0.000 TV Loss: 19.352 Total Loss: 729.494 66%|######6 | 165/250 [01:40<00:49, 1.73it/s] CLIP Loss: 711.949 Range Loss: 0.000 TV Loss: 20.322 Total Loss: 732.271 66%|######6 | 166/250 [01:41<00:54, 1.55it/s] CLIP Loss: 711.062 Range Loss: 0.000 TV Loss: 21.088 Total Loss: 732.150 67%|######6 | 167/250 [01:42<00:51, 1.62it/s] CLIP Loss: 710.140 Range Loss: 0.000 TV Loss: 21.843 Total Loss: 731.983 67%|######7 | 168/250 [01:42<00:49, 1.67it/s] CLIP Loss: 708.727 Range Loss: 0.000 TV Loss: 22.552 Total Loss: 731.279 68%|######7 | 169/250 [01:43<00:47, 1.70it/s] CLIP Loss: 709.805 Range Loss: 0.000 TV Loss: 23.283 Total Loss: 733.088 68%|######8 | 170/250 [01:43<00:46, 1.73it/s] CLIP Loss: 707.355 Range Loss: 0.000 TV Loss: 24.122 Total Loss: 731.477 68%|######8 | 171/250 [01:44<00:51, 1.54it/s] CLIP Loss: 705.871 Range Loss: 0.000 TV Loss: 25.045 Total Loss: 730.917 69%|######8 | 172/250 [01:45<00:48, 1.61it/s] CLIP Loss: 712.862 Range Loss: 0.000 TV Loss: 25.878 Total Loss: 738.740 69%|######9 | 173/250 [01:45<00:46, 1.66it/s] CLIP Loss: 705.648 Range Loss: 0.000 TV Loss: 26.513 Total Loss: 732.161 70%|######9 | 174/250 [01:46<00:45, 1.69it/s] CLIP Loss: 714.335 Range Loss: 0.000 TV Loss: 27.371 Total Loss: 741.706 70%|####### | 175/250 [01:47<00:43, 1.72it/s] CLIP Loss: 714.133 Range Loss: 0.000 TV Loss: 28.004 Total Loss: 742.137 70%|####### | 176/250 [01:47<00:47, 1.55it/s] CLIP Loss: 715.429 Range Loss: 0.000 TV Loss: 28.827 Total Loss: 744.256 71%|####### | 177/250 [01:48<00:45, 1.61it/s] CLIP Loss: 712.673 Range Loss: 0.000 TV Loss: 29.922 Total Loss: 742.596 71%|#######1 | 178/250 [01:48<00:43, 1.66it/s] CLIP Loss: 706.751 Range Loss: 0.000 TV Loss: 30.645 Total Loss: 737.396 72%|#######1 | 179/250 [01:49<00:42, 1.69it/s] CLIP Loss: 713.040 Range Loss: 0.000 TV Loss: 31.521 Total Loss: 744.561 72%|#######2 | 180/250 [01:50<00:40, 1.72it/s] CLIP Loss: 712.362 Range Loss: 0.000 TV Loss: 32.487 Total Loss: 744.850 72%|#######2 | 181/250 [01:50<00:45, 1.51it/s] CLIP Loss: 710.024 Range Loss: 0.000 TV Loss: 33.318 Total Loss: 743.342 73%|#######2 | 182/250 [01:51<00:43, 1.58it/s] CLIP Loss: 719.311 Range Loss: 0.000 TV Loss: 34.147 Total Loss: 753.458 73%|#######3 | 183/250 [01:52<00:40, 1.64it/s] CLIP Loss: 712.852 Range Loss: 0.000 TV Loss: 34.945 Total Loss: 747.796 74%|#######3 | 184/250 [01:52<00:39, 1.68it/s] CLIP Loss: 708.763 Range Loss: 0.000 TV Loss: 35.788 Total Loss: 744.551 74%|#######4 | 185/250 [01:53<00:37, 1.72it/s] CLIP Loss: 713.848 Range Loss: 0.000 TV Loss: 36.670 Total Loss: 750.519 74%|#######4 | 186/250 [01:53<00:41, 1.55it/s] CLIP Loss: 709.184 Range Loss: 0.000 TV Loss: 37.802 Total Loss: 746.986 75%|#######4 | 187/250 [01:54<00:38, 1.63it/s] CLIP Loss: 709.798 Range Loss: 0.000 TV Loss: 38.625 Total Loss: 748.423 75%|#######5 | 188/250 [01:55<00:37, 1.67it/s] CLIP Loss: 710.191 Range Loss: 0.000 TV Loss: 39.537 Total Loss: 749.728 76%|#######5 | 189/250 [01:55<00:35, 1.70it/s] CLIP Loss: 717.032 Range Loss: 0.000 TV Loss: 40.457 Total Loss: 757.489 76%|#######6 | 190/250 [01:56<00:35, 1.71it/s] CLIP Loss: 712.578 Range Loss: 0.000 TV Loss: 41.168 Total Loss: 753.746 76%|#######6 | 191/250 [01:57<00:38, 1.53it/s] CLIP Loss: 720.160 Range Loss: 0.000 TV Loss: 42.119 Total Loss: 762.279 77%|#######6 | 192/250 [01:57<00:36, 1.60it/s] CLIP Loss: 716.725 Range Loss: 0.000 TV Loss: 43.015 Total Loss: 759.740 77%|#######7 | 193/250 [01:58<00:34, 1.65it/s] CLIP Loss: 715.357 Range Loss: 0.000 TV Loss: 43.861 Total Loss: 759.218 78%|#######7 | 194/250 [01:58<00:33, 1.69it/s] CLIP Loss: 714.603 Range Loss: 0.000 TV Loss: 44.668 Total Loss: 759.271 78%|#######8 | 195/250 [01:59<00:32, 1.72it/s] CLIP Loss: 717.072 Range Loss: 0.000 TV Loss: 45.455 Total Loss: 762.527 78%|#######8 | 196/250 [02:00<00:34, 1.55it/s] CLIP Loss: 718.651 Range Loss: 0.000 TV Loss: 46.257 Total Loss: 764.908 79%|#######8 | 197/250 [02:00<00:32, 1.62it/s] CLIP Loss: 719.718 Range Loss: 0.000 TV Loss: 47.110 Total Loss: 766.828 79%|#######9 | 198/250 [02:01<00:31, 1.67it/s] CLIP Loss: 712.379 Range Loss: 0.000 TV Loss: 47.890 Total Loss: 760.269 80%|#######9 | 199/250 [02:01<00:30, 1.69it/s] CLIP Loss: 718.405 Range Loss: 0.000 TV Loss: 48.490 Total Loss: 766.895 80%|######## | 200/250 [02:02<00:29, 1.72it/s] CLIP Loss: 714.533 Range Loss: 0.000 TV Loss: 48.918 Total Loss: 763.452 80%|######## | 201/250 [02:03<00:31, 1.54it/s] CLIP Loss: 715.356 Range Loss: 0.000 TV Loss: 49.447 Total Loss: 764.803 81%|######## | 202/250 [02:03<00:29, 1.61it/s] CLIP Loss: 717.189 Range Loss: 0.000 TV Loss: 49.963 Total Loss: 767.152 81%|########1 | 203/250 [02:04<00:28, 1.66it/s] CLIP Loss: 715.360 Range Loss: 0.000 TV Loss: 50.399 Total Loss: 765.759 82%|########1 | 204/250 [02:04<00:27, 1.70it/s] CLIP Loss: 714.451 Range Loss: 0.000 TV Loss: 50.685 Total Loss: 765.136 82%|########2 | 205/250 [02:05<00:26, 1.73it/s] CLIP Loss: 713.492 Range Loss: 0.000 TV Loss: 50.976 Total Loss: 764.468 82%|########2 | 206/250 [02:06<00:28, 1.56it/s] CLIP Loss: 708.774 Range Loss: 0.000 TV Loss: 51.152 Total Loss: 759.926 83%|########2 | 207/250 [02:06<00:26, 1.62it/s] CLIP Loss: 710.387 Range Loss: 0.000 TV Loss: 51.260 Total Loss: 761.647 83%|########3 | 208/250 [02:07<00:25, 1.66it/s] CLIP Loss: 708.985 Range Loss: 0.000 TV Loss: 51.474 Total Loss: 760.459 84%|########3 | 209/250 [02:07<00:24, 1.69it/s] CLIP Loss: 711.275 Range Loss: 0.000 TV Loss: 51.529 Total Loss: 762.804 84%|########4 | 210/250 [02:08<00:23, 1.72it/s] CLIP Loss: 712.935 Range Loss: 0.000 TV Loss: 51.725 Total Loss: 764.660 84%|########4 | 211/250 [02:09<00:24, 1.56it/s] CLIP Loss: 712.002 Range Loss: 0.000 TV Loss: 51.715 Total Loss: 763.718 85%|########4 | 212/250 [02:09<00:23, 1.63it/s] CLIP Loss: 709.500 Range Loss: 0.000 TV Loss: 51.594 Total Loss: 761.094 85%|########5 | 213/250 [02:10<00:22, 1.67it/s] CLIP Loss: 713.976 Range Loss: 0.000 TV Loss: 51.524 Total Loss: 765.499 86%|########5 | 214/250 [02:10<00:21, 1.71it/s] CLIP Loss: 706.573 Range Loss: 0.000 TV Loss: 51.369 Total Loss: 757.942 86%|########6 | 215/250 [02:11<00:20, 1.72it/s] CLIP Loss: 708.942 Range Loss: 0.000 TV Loss: 50.997 Total Loss: 759.940 86%|########6 | 216/250 [02:12<00:21, 1.56it/s] CLIP Loss: 702.908 Range Loss: 0.000 TV Loss: 50.621 Total Loss: 753.529 87%|########6 | 217/250 [02:12<00:20, 1.63it/s] CLIP Loss: 707.659 Range Loss: 0.000 TV Loss: 50.214 Total Loss: 757.873 87%|########7 | 218/250 [02:13<00:19, 1.67it/s] CLIP Loss: 705.221 Range Loss: 0.000 TV Loss: 49.643 Total Loss: 754.864 88%|########7 | 219/250 [02:13<00:18, 1.69it/s] CLIP Loss: 704.839 Range Loss: 0.000 TV Loss: 49.170 Total Loss: 754.009 88%|########8 | 220/250 [02:14<00:17, 1.72it/s] CLIP Loss: 709.517 Range Loss: 0.000 TV Loss: 48.664 Total Loss: 758.182 88%|########8 | 221/250 [02:15<00:18, 1.56it/s] CLIP Loss: 703.698 Range Loss: 0.000 TV Loss: 47.926 Total Loss: 751.624 89%|########8 | 222/250 [02:15<00:17, 1.63it/s] CLIP Loss: 711.771 Range Loss: 0.000 TV Loss: 47.183 Total Loss: 758.954 89%|########9 | 223/250 [02:16<00:16, 1.68it/s] CLIP Loss: 707.852 Range Loss: 0.000 TV Loss: 46.396 Total Loss: 754.248 90%|########9 | 224/250 [02:16<00:15, 1.72it/s] CLIP Loss: 709.436 Range Loss: 0.000 TV Loss: 45.493 Total Loss: 754.929 90%|######### | 225/250 [02:17<00:14, 1.74it/s] CLIP Loss: 712.298 Range Loss: 0.000 TV Loss: 44.514 Total Loss: 756.812 90%|######### | 226/250 [02:18<00:15, 1.58it/s] CLIP Loss: 713.010 Range Loss: 0.000 TV Loss: 43.414 Total Loss: 756.424 91%|######### | 227/250 [02:18<00:13, 1.65it/s] CLIP Loss: 709.086 Range Loss: 0.000 TV Loss: 42.359 Total Loss: 751.444 91%|#########1| 228/250 [02:19<00:13, 1.68it/s] CLIP Loss: 708.560 Range Loss: 0.000 TV Loss: 41.221 Total Loss: 749.781 92%|#########1| 229/250 [02:19<00:12, 1.71it/s] CLIP Loss: 708.988 Range Loss: 0.000 TV Loss: 39.975 Total Loss: 748.964 92%|#########2| 230/250 [02:20<00:11, 1.73it/s] CLIP Loss: 705.603 Range Loss: 0.000 TV Loss: 38.760 Total Loss: 744.363 92%|#########2| 231/250 [02:21<00:12, 1.53it/s] CLIP Loss: 701.821 Range Loss: 0.000 TV Loss: 37.505 Total Loss: 739.326 93%|#########2| 232/250 [02:21<00:11, 1.61it/s] CLIP Loss: 704.857 Range Loss: 0.000 TV Loss: 36.241 Total Loss: 741.097 93%|#########3| 233/250 [02:22<00:10, 1.66it/s] CLIP Loss: 701.276 Range Loss: 0.000 TV Loss: 34.930 Total Loss: 736.206 94%|#########3| 234/250 [02:22<00:09, 1.70it/s] CLIP Loss: 697.937 Range Loss: 0.000 TV Loss: 33.551 Total Loss: 731.488 94%|#########3| 235/250 [02:23<00:08, 1.73it/s] CLIP Loss: 704.554 Range Loss: 0.000 TV Loss: 32.220 Total Loss: 736.774 94%|#########4| 236/250 [02:24<00:08, 1.56it/s] CLIP Loss: 706.531 Range Loss: 0.000 TV Loss: 30.834 Total Loss: 737.365 95%|#########4| 237/250 [02:24<00:07, 1.63it/s] CLIP Loss: 704.060 Range Loss: 0.000 TV Loss: 29.483 Total Loss: 733.543 95%|#########5| 238/250 [02:25<00:07, 1.68it/s] CLIP Loss: 701.897 Range Loss: 0.000 TV Loss: 28.173 Total Loss: 730.071 96%|#########5| 239/250 [02:25<00:06, 1.72it/s] CLIP Loss: 700.097 Range Loss: 0.000 TV Loss: 26.888 Total Loss: 726.985 96%|#########6| 240/250 [02:26<00:05, 1.75it/s] CLIP Loss: 696.865 Range Loss: 0.000 TV Loss: 25.644 Total Loss: 722.509 96%|#########6| 241/250 [02:27<00:05, 1.59it/s] CLIP Loss: 694.823 Range Loss: 0.000 TV Loss: 24.468 Total Loss: 719.291 97%|#########6| 242/250 [02:27<00:04, 1.65it/s] CLIP Loss: 695.358 Range Loss: 0.000 TV Loss: 23.376 Total Loss: 718.734 97%|#########7| 243/250 [02:28<00:04, 1.69it/s] CLIP Loss: 690.018 Range Loss: 0.000 TV Loss: 22.294 Total Loss: 712.312 98%|#########7| 244/250 [02:28<00:03, 1.72it/s] CLIP Loss: 687.397 Range Loss: 0.000 TV Loss: 21.312 Total Loss: 708.708 98%|#########8| 245/250 [02:29<00:02, 1.73it/s] CLIP Loss: 691.847 Range Loss: 0.000 TV Loss: 20.399 Total Loss: 712.245 98%|#########8| 246/250 [02:30<00:02, 1.53it/s] CLIP Loss: 688.159 Range Loss: 0.000 TV Loss: 19.602 Total Loss: 707.761 99%|#########8| 247/250 [02:30<00:01, 1.61it/s] CLIP Loss: 687.044 Range Loss: 0.000 TV Loss: 18.946 Total Loss: 705.989 99%|#########9| 248/250 [02:31<00:01, 1.67it/s] CLIP Loss: 683.080 Range Loss: 0.000 TV Loss: 18.437 Total Loss: 701.517 100%|#########9| 249/250 [02:31<00:00, 1.72it/s] CLIP Loss: 686.252 Range Loss: 0.000 TV Loss: 18.053 Total Loss: 704.305 100%|##########| 250/250 [02:32<00:00, 1.58it/s] 100%|##########| 250/250 [02:32<00:00, 1.64it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDhfm252id7rg4vnbklj4jpwei3iStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a photo of the city streets of Hell, taken during the day
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a photo of the city streets of Hell, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a photo of the city streets of Hell, taken during the day", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a photo of the city streets of Hell, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a photo of the city streets of Hell, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a photo of the city streets of Hell, taken during the day"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a photo of the city streets of Hell, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T14:59:38.152152Z", "created_at": "2021-10-15T14:57:06.722233Z", "data_removed": false, "error": null, "id": "hfm252id7rg4vnbklj4jpwei3i", "input": { "seed": "0", "prompt": "a photo of the city streets of Hell, taken during the day", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 893.738\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 901.818\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:44, 1.51it/s]\nCLIP Loss: 855.142\tRange Loss: 0.116\tTV Loss: 7.345\tTotal Loss: 862.602\n\n 1%| | 2/250 [00:01<02:27, 1.68it/s]\nCLIP Loss: 851.914\tRange Loss: 0.248\tTV Loss: 7.461\tTotal Loss: 859.623\n\n 1%|1 | 3/250 [00:01<02:21, 1.74it/s]\nCLIP Loss: 851.837\tRange Loss: 1.238\tTV Loss: 8.876\tTotal Loss: 861.951\n\n 2%|1 | 4/250 [00:02<02:18, 1.77it/s]\nCLIP Loss: 860.885\tRange Loss: 0.076\tTV Loss: 7.350\tTotal Loss: 868.311\n\n 2%|2 | 5/250 [00:02<02:17, 1.79it/s]\nCLIP Loss: 853.341\tRange Loss: 5.957\tTV Loss: 6.990\tTotal Loss: 866.288\n\n 2%|2 | 6/250 [00:03<02:40, 1.52it/s]\nCLIP Loss: 863.726\tRange Loss: 0.005\tTV Loss: 4.229\tTotal Loss: 867.961\n\n 3%|2 | 7/250 [00:04<02:30, 1.61it/s]\nCLIP Loss: 862.657\tRange Loss: 0.012\tTV Loss: 3.978\tTotal Loss: 866.647\n\n 3%|3 | 8/250 [00:04<02:27, 1.64it/s]\nCLIP Loss: 851.658\tRange Loss: 0.102\tTV Loss: 4.830\tTotal Loss: 856.590\n\n 4%|3 | 9/250 [00:05<02:22, 1.69it/s]\nCLIP Loss: 849.815\tRange Loss: 0.221\tTV Loss: 4.053\tTotal Loss: 854.089\n\n 4%|4 | 10/250 [00:05<02:19, 1.73it/s]\nCLIP Loss: 854.090\tRange Loss: 0.107\tTV Loss: 3.177\tTotal Loss: 857.374\n\n 4%|4 | 11/250 [00:06<02:29, 1.60it/s]\nCLIP Loss: 845.847\tRange Loss: 0.265\tTV Loss: 3.903\tTotal Loss: 850.015\n\n 5%|4 | 12/250 [00:07<02:23, 1.66it/s]\nCLIP Loss: 850.065\tRange Loss: 0.628\tTV Loss: 3.452\tTotal Loss: 854.145\n\n 5%|5 | 13/250 [00:07<02:20, 1.69it/s]\nCLIP Loss: 839.617\tRange Loss: 0.460\tTV Loss: 3.813\tTotal Loss: 843.890\n\n 6%|5 | 14/250 [00:08<02:17, 1.72it/s]\nCLIP Loss: 839.975\tRange Loss: 0.345\tTV Loss: 2.979\tTotal Loss: 843.299\n\n 6%|6 | 15/250 [00:08<02:15, 1.74it/s]\nCLIP Loss: 844.310\tRange Loss: 0.477\tTV Loss: 2.558\tTotal Loss: 847.345\n\n 6%|6 | 16/250 [00:09<02:32, 1.54it/s]\nCLIP Loss: 840.552\tRange Loss: 0.557\tTV Loss: 3.298\tTotal Loss: 844.407\n\n 7%|6 | 17/250 [00:10<02:24, 1.62it/s]\nCLIP Loss: 836.278\tRange Loss: 0.571\tTV Loss: 2.399\tTotal Loss: 839.248\n\n 7%|7 | 18/250 [00:10<02:19, 1.67it/s]\nCLIP Loss: 833.890\tRange Loss: 0.706\tTV Loss: 2.594\tTotal Loss: 837.191\n\n 8%|7 | 19/250 [00:11<02:16, 1.70it/s]\nCLIP Loss: 833.616\tRange Loss: 0.530\tTV Loss: 2.177\tTotal Loss: 836.323\n\n 8%|8 | 20/250 [00:11<02:13, 1.73it/s]\nCLIP Loss: 831.588\tRange Loss: 0.515\tTV Loss: 2.306\tTotal Loss: 834.409\n\n 8%|8 | 21/250 [00:12<02:27, 1.56it/s]\nCLIP Loss: 829.866\tRange Loss: 0.579\tTV Loss: 1.914\tTotal Loss: 832.359\n\n 9%|8 | 22/250 [00:13<02:20, 1.62it/s]\nCLIP Loss: 822.567\tRange Loss: 0.351\tTV Loss: 1.783\tTotal Loss: 824.701\n\n 9%|9 | 23/250 [00:13<02:15, 1.67it/s]\nCLIP Loss: 830.433\tRange Loss: 0.821\tTV Loss: 1.693\tTotal Loss: 832.947\n\n 10%|9 | 24/250 [00:14<02:13, 1.69it/s]\nCLIP Loss: 831.499\tRange Loss: 0.147\tTV Loss: 1.895\tTotal Loss: 833.542\n\n 10%|# | 25/250 [00:14<02:11, 1.71it/s]\nCLIP Loss: 822.274\tRange Loss: 0.279\tTV Loss: 1.216\tTotal Loss: 823.769\n\n 10%|# | 26/250 [00:15<02:24, 1.55it/s]\nCLIP Loss: 821.620\tRange Loss: 0.834\tTV Loss: 1.522\tTotal Loss: 823.976\n\n 11%|# | 27/250 [00:16<02:17, 1.62it/s]\nCLIP Loss: 832.614\tRange Loss: 0.159\tTV Loss: 1.761\tTotal Loss: 834.534\n\n 11%|#1 | 28/250 [00:16<02:13, 1.67it/s]\nCLIP Loss: 827.143\tRange Loss: 0.364\tTV Loss: 1.411\tTotal Loss: 828.919\n\n 12%|#1 | 29/250 [00:17<02:09, 1.71it/s]\nCLIP Loss: 814.530\tRange Loss: 0.526\tTV Loss: 1.210\tTotal Loss: 816.266\n\n 12%|#2 | 30/250 [00:17<02:06, 1.73it/s]\nCLIP Loss: 828.744\tRange Loss: 0.653\tTV Loss: 1.287\tTotal Loss: 830.684\n\n 12%|#2 | 31/250 [00:18<02:21, 1.55it/s]\nCLIP Loss: 831.741\tRange Loss: 0.125\tTV Loss: 1.142\tTotal Loss: 833.008\n\n 13%|#2 | 32/250 [00:19<02:15, 1.60it/s]\nCLIP Loss: 810.579\tRange Loss: 0.104\tTV Loss: 0.907\tTotal Loss: 811.590\n\n 13%|#3 | 33/250 [00:19<02:11, 1.65it/s]\nCLIP Loss: 806.879\tRange Loss: 0.344\tTV Loss: 0.959\tTotal Loss: 808.181\n\n 14%|#3 | 34/250 [00:20<02:08, 1.68it/s]\nCLIP Loss: 806.989\tRange Loss: 0.298\tTV Loss: 0.685\tTotal Loss: 807.972\n\n 14%|#4 | 35/250 [00:21<02:06, 1.70it/s]\nCLIP Loss: 808.537\tRange Loss: 0.382\tTV Loss: 0.790\tTotal Loss: 809.710\n\n 14%|#4 | 36/250 [00:22<02:29, 1.43it/s]\nCLIP Loss: 805.480\tRange Loss: 0.605\tTV Loss: 0.599\tTotal Loss: 806.684\n\n 15%|#4 | 37/250 [00:22<02:20, 1.52it/s]\nCLIP Loss: 798.614\tRange Loss: 0.354\tTV Loss: 0.578\tTotal Loss: 799.545\n\n 15%|#5 | 38/250 [00:23<02:14, 1.57it/s]\nCLIP Loss: 795.992\tRange Loss: 0.542\tTV Loss: 0.566\tTotal Loss: 797.100\n\n 16%|#5 | 39/250 [00:23<02:09, 1.63it/s]\nCLIP Loss: 794.732\tRange Loss: 0.481\tTV Loss: 0.635\tTotal Loss: 795.849\n\n 16%|#6 | 40/250 [00:24<02:05, 1.67it/s]\nCLIP Loss: 796.461\tRange Loss: 0.366\tTV Loss: 0.480\tTotal Loss: 797.308\n\n 16%|#6 | 41/250 [00:25<02:17, 1.52it/s]\nCLIP Loss: 790.819\tRange Loss: 0.500\tTV Loss: 0.483\tTotal Loss: 791.802\n\n 17%|#6 | 42/250 [00:25<02:10, 1.60it/s]\nCLIP Loss: 789.755\tRange Loss: 0.426\tTV Loss: 0.455\tTotal Loss: 790.636\n\n 17%|#7 | 43/250 [00:26<02:05, 1.65it/s]\nCLIP Loss: 791.340\tRange Loss: 0.400\tTV Loss: 0.494\tTotal Loss: 792.233\n\n 18%|#7 | 44/250 [00:26<02:02, 1.68it/s]\nCLIP Loss: 792.830\tRange Loss: 0.390\tTV Loss: 0.465\tTotal Loss: 793.685\n\n 18%|#8 | 45/250 [00:27<02:00, 1.70it/s]\nCLIP Loss: 792.245\tRange Loss: 0.484\tTV Loss: 0.449\tTotal Loss: 793.177\n\n 18%|#8 | 46/250 [00:28<02:11, 1.55it/s]\nCLIP Loss: 804.429\tRange Loss: 0.331\tTV Loss: 0.503\tTotal Loss: 805.264\n\n 19%|#8 | 47/250 [00:28<02:06, 1.60it/s]\nCLIP Loss: 797.063\tRange Loss: 0.592\tTV Loss: 0.449\tTotal Loss: 798.104\n\n 19%|#9 | 48/250 [00:29<02:02, 1.65it/s]\nCLIP Loss: 798.026\tRange Loss: 0.543\tTV Loss: 0.403\tTotal Loss: 798.972\n\n 20%|#9 | 49/250 [00:29<01:59, 1.68it/s]\nCLIP Loss: 794.146\tRange Loss: 0.290\tTV Loss: 0.351\tTotal Loss: 794.786\n\n 20%|## | 50/250 [00:30<01:57, 1.70it/s]\nCLIP Loss: 789.377\tRange Loss: 0.339\tTV Loss: 0.388\tTotal Loss: 790.103\n\n 20%|## | 51/250 [00:31<02:06, 1.58it/s]\nCLIP Loss: 796.516\tRange Loss: 0.315\tTV Loss: 0.251\tTotal Loss: 797.082\n\n 21%|## | 52/250 [00:31<02:01, 1.64it/s]\nCLIP Loss: 795.875\tRange Loss: 0.451\tTV Loss: 0.268\tTotal Loss: 796.594\n\n 21%|##1 | 53/250 [00:32<01:57, 1.67it/s]\nCLIP Loss: 788.711\tRange Loss: 0.482\tTV Loss: 0.354\tTotal Loss: 789.546\n\n 22%|##1 | 54/250 [00:32<01:54, 1.71it/s]\nCLIP Loss: 797.971\tRange Loss: 0.439\tTV Loss: 0.273\tTotal Loss: 798.683\n\n 22%|##2 | 55/250 [00:33<01:53, 1.71it/s]\nCLIP Loss: 795.518\tRange Loss: 0.367\tTV Loss: 0.285\tTotal Loss: 796.170\n\n 22%|##2 | 56/250 [00:34<02:03, 1.58it/s]\nCLIP Loss: 802.802\tRange Loss: 0.251\tTV Loss: 0.310\tTotal Loss: 803.363\n\n 23%|##2 | 57/250 [00:34<01:57, 1.64it/s]\nCLIP Loss: 792.826\tRange Loss: 0.286\tTV Loss: 0.252\tTotal Loss: 793.364\n\n 23%|##3 | 58/250 [00:35<01:54, 1.68it/s]\nCLIP Loss: 789.827\tRange Loss: 0.293\tTV Loss: 0.285\tTotal Loss: 790.405\n\n 24%|##3 | 59/250 [00:35<01:52, 1.70it/s]\nCLIP Loss: 804.326\tRange Loss: 0.320\tTV Loss: 0.265\tTotal Loss: 804.910\n\n 24%|##4 | 60/250 [00:36<01:51, 1.71it/s]\nCLIP Loss: 801.172\tRange Loss: 0.388\tTV Loss: 0.339\tTotal Loss: 801.900\n\n 24%|##4 | 61/250 [00:37<01:59, 1.59it/s]\nCLIP Loss: 792.419\tRange Loss: 0.346\tTV Loss: 0.256\tTotal Loss: 793.021\n\n 25%|##4 | 62/250 [00:37<01:54, 1.64it/s]\nCLIP Loss: 784.524\tRange Loss: 0.362\tTV Loss: 0.245\tTotal Loss: 785.132\n\n 25%|##5 | 63/250 [00:38<01:51, 1.68it/s]\nCLIP Loss: 786.732\tRange Loss: 0.420\tTV Loss: 0.215\tTotal Loss: 787.366\n\n 26%|##5 | 64/250 [00:38<01:50, 1.69it/s]\nCLIP Loss: 792.976\tRange Loss: 0.352\tTV Loss: 0.264\tTotal Loss: 793.591\n\n 26%|##6 | 65/250 [00:39<01:48, 1.71it/s]\nCLIP Loss: 785.639\tRange Loss: 0.309\tTV Loss: 0.245\tTotal Loss: 786.193\n\n 26%|##6 | 66/250 [00:40<01:56, 1.58it/s]\nCLIP Loss: 784.449\tRange Loss: 0.269\tTV Loss: 0.199\tTotal Loss: 784.917\n\n 27%|##6 | 67/250 [00:40<01:52, 1.63it/s]\nCLIP Loss: 780.249\tRange Loss: 0.256\tTV Loss: 0.190\tTotal Loss: 780.695\n\n 27%|##7 | 68/250 [00:41<01:48, 1.67it/s]\nCLIP Loss: 785.415\tRange Loss: 0.216\tTV Loss: 0.199\tTotal Loss: 785.831\n\n 28%|##7 | 69/250 [00:41<01:46, 1.70it/s]\nCLIP Loss: 821.531\tRange Loss: 0.329\tTV Loss: 0.147\tTotal Loss: 822.007\n\n 28%|##8 | 70/250 [00:42<01:44, 1.72it/s]\nCLIP Loss: 800.384\tRange Loss: 0.419\tTV Loss: 0.190\tTotal Loss: 800.992\n\n 28%|##8 | 71/250 [00:43<01:54, 1.57it/s]\nCLIP Loss: 788.631\tRange Loss: 0.381\tTV Loss: 0.207\tTotal Loss: 789.219\n\n 29%|##8 | 72/250 [00:43<01:48, 1.64it/s]\nCLIP Loss: 791.430\tRange Loss: 0.359\tTV Loss: 0.150\tTotal Loss: 791.938\n\n 29%|##9 | 73/250 [00:44<01:45, 1.68it/s]\nCLIP Loss: 787.719\tRange Loss: 0.302\tTV Loss: 0.163\tTotal Loss: 788.184\n\n 30%|##9 | 74/250 [00:44<01:43, 1.71it/s]\nCLIP Loss: 795.486\tRange Loss: 0.342\tTV Loss: 0.147\tTotal Loss: 795.975\n\n 30%|### | 75/250 [00:45<01:41, 1.73it/s]\nCLIP Loss: 785.887\tRange Loss: 0.309\tTV Loss: 0.124\tTotal Loss: 786.320\n\n 30%|### | 76/250 [00:46<01:50, 1.57it/s]\nCLIP Loss: 771.507\tRange Loss: 0.290\tTV Loss: 0.118\tTotal Loss: 771.915\n\n 31%|### | 77/250 [00:46<01:45, 1.64it/s]\nCLIP Loss: 777.665\tRange Loss: 0.254\tTV Loss: 0.119\tTotal Loss: 778.038\n\n 31%|###1 | 78/250 [00:47<01:42, 1.68it/s]\nCLIP Loss: 774.101\tRange Loss: 0.244\tTV Loss: 0.123\tTotal Loss: 774.468\n\n 32%|###1 | 79/250 [00:47<01:40, 1.70it/s]\nCLIP Loss: 770.143\tRange Loss: 0.255\tTV Loss: 0.151\tTotal Loss: 770.550\n\n 32%|###2 | 80/250 [00:48<01:38, 1.73it/s]\nCLIP Loss: 772.299\tRange Loss: 0.233\tTV Loss: 0.153\tTotal Loss: 772.686\n\n 32%|###2 | 81/250 [00:49<01:46, 1.58it/s]\nCLIP Loss: 770.573\tRange Loss: 0.232\tTV Loss: 0.149\tTotal Loss: 770.954\n\n 33%|###2 | 82/250 [00:49<01:42, 1.64it/s]\nCLIP Loss: 754.629\tRange Loss: 0.232\tTV Loss: 0.158\tTotal Loss: 755.018\n\n 33%|###3 | 83/250 [00:50<01:39, 1.69it/s]\nCLIP Loss: 752.191\tRange Loss: 0.211\tTV Loss: 0.141\tTotal Loss: 752.543\n\n 34%|###3 | 84/250 [00:50<01:37, 1.71it/s]\nCLIP Loss: 746.930\tRange Loss: 0.198\tTV Loss: 0.154\tTotal Loss: 747.281\n\n 34%|###4 | 85/250 [00:51<01:35, 1.73it/s]\nCLIP Loss: 748.427\tRange Loss: 0.194\tTV Loss: 0.154\tTotal Loss: 748.775\n\n 34%|###4 | 86/250 [00:52<01:44, 1.56it/s]\nCLIP Loss: 748.698\tRange Loss: 0.171\tTV Loss: 0.143\tTotal Loss: 749.012\n\n 35%|###4 | 87/250 [00:52<01:39, 1.63it/s]\nCLIP Loss: 747.329\tRange Loss: 0.144\tTV Loss: 0.160\tTotal Loss: 747.633\n\n 35%|###5 | 88/250 [00:53<01:37, 1.66it/s]\nCLIP Loss: 749.844\tRange Loss: 0.122\tTV Loss: 0.150\tTotal Loss: 750.116\n\n 36%|###5 | 89/250 [00:53<01:34, 1.70it/s]\nCLIP Loss: 750.639\tRange Loss: 0.110\tTV Loss: 0.159\tTotal Loss: 750.909\n\n 36%|###6 | 90/250 [00:54<01:32, 1.73it/s]\nCLIP Loss: 741.901\tRange Loss: 0.122\tTV Loss: 0.188\tTotal Loss: 742.211\n\n 36%|###6 | 91/250 [00:55<01:40, 1.58it/s]\nCLIP Loss: 748.931\tRange Loss: 0.113\tTV Loss: 0.163\tTotal Loss: 749.207\n\n 37%|###6 | 92/250 [00:55<01:36, 1.63it/s]\nCLIP Loss: 740.394\tRange Loss: 0.114\tTV Loss: 0.171\tTotal Loss: 740.679\n\n 37%|###7 | 93/250 [00:56<01:34, 1.67it/s]\nCLIP Loss: 736.202\tRange Loss: 0.116\tTV Loss: 0.164\tTotal Loss: 736.482\n\n 38%|###7 | 94/250 [00:56<01:31, 1.70it/s]\nCLIP Loss: 748.019\tRange Loss: 0.127\tTV Loss: 0.196\tTotal Loss: 748.341\n\n 38%|###8 | 95/250 [00:57<01:29, 1.73it/s]\nCLIP Loss: 750.272\tRange Loss: 0.131\tTV Loss: 0.197\tTotal Loss: 750.600\n\n 38%|###8 | 96/250 [00:58<01:38, 1.57it/s]\nCLIP Loss: 739.997\tRange Loss: 0.111\tTV Loss: 0.191\tTotal Loss: 740.299\n\n 39%|###8 | 97/250 [00:58<01:34, 1.62it/s]\nCLIP Loss: 740.809\tRange Loss: 0.107\tTV Loss: 0.241\tTotal Loss: 741.156\n\n 39%|###9 | 98/250 [00:59<01:31, 1.67it/s]\nCLIP Loss: 742.661\tRange Loss: 0.096\tTV Loss: 0.225\tTotal Loss: 742.982\n\n 40%|###9 | 99/250 [00:59<01:28, 1.71it/s]\nCLIP Loss: 740.559\tRange Loss: 0.092\tTV Loss: 0.231\tTotal Loss: 740.882\n\n 40%|#### | 100/250 [01:00<01:26, 1.73it/s]\nCLIP Loss: 746.240\tRange Loss: 0.090\tTV Loss: 0.252\tTotal Loss: 746.582\n\n 40%|#### | 101/250 [01:01<01:34, 1.57it/s]\nCLIP Loss: 746.948\tRange Loss: 0.081\tTV Loss: 0.297\tTotal Loss: 747.326\n\n 41%|#### | 102/250 [01:01<01:30, 1.64it/s]\nCLIP Loss: 742.165\tRange Loss: 0.081\tTV Loss: 0.304\tTotal Loss: 742.550\n\n 41%|####1 | 103/250 [01:02<01:27, 1.68it/s]\nCLIP Loss: 739.763\tRange Loss: 0.067\tTV Loss: 0.320\tTotal Loss: 740.151\n\n 42%|####1 | 104/250 [01:02<01:24, 1.72it/s]\nCLIP Loss: 737.632\tRange Loss: 0.061\tTV Loss: 0.327\tTotal Loss: 738.020\n\n 42%|####2 | 105/250 [01:03<01:23, 1.74it/s]\nCLIP Loss: 732.316\tRange Loss: 0.055\tTV Loss: 0.371\tTotal Loss: 732.742\n\n 42%|####2 | 106/250 [01:04<01:31, 1.58it/s]\nCLIP Loss: 733.836\tRange Loss: 0.054\tTV Loss: 0.357\tTotal Loss: 734.247\n\n 43%|####2 | 107/250 [01:04<01:26, 1.65it/s]\nCLIP Loss: 736.658\tRange Loss: 0.052\tTV Loss: 0.390\tTotal Loss: 737.100\n\n 43%|####3 | 108/250 [01:05<01:23, 1.69it/s]\nCLIP Loss: 736.105\tRange Loss: 0.048\tTV Loss: 0.403\tTotal Loss: 736.557\n\n 44%|####3 | 109/250 [01:05<01:21, 1.73it/s]\nCLIP Loss: 733.437\tRange Loss: 0.044\tTV Loss: 0.408\tTotal Loss: 733.889\n\n 44%|####4 | 110/250 [01:06<01:20, 1.74it/s]\nCLIP Loss: 738.969\tRange Loss: 0.047\tTV Loss: 0.445\tTotal Loss: 739.461\n\n 44%|####4 | 111/250 [01:07<01:27, 1.58it/s]\nCLIP Loss: 738.831\tRange Loss: 0.047\tTV Loss: 0.486\tTotal Loss: 739.363\n\n 45%|####4 | 112/250 [01:07<01:23, 1.65it/s]\nCLIP Loss: 739.313\tRange Loss: 0.052\tTV Loss: 0.511\tTotal Loss: 739.876\n\n 45%|####5 | 113/250 [01:08<01:22, 1.67it/s]\nCLIP Loss: 742.198\tRange Loss: 0.057\tTV Loss: 0.543\tTotal Loss: 742.799\n\n 46%|####5 | 114/250 [01:08<01:19, 1.71it/s]\nCLIP Loss: 743.381\tRange Loss: 0.057\tTV Loss: 0.585\tTotal Loss: 744.023\n\n 46%|####6 | 115/250 [01:09<01:17, 1.74it/s]\nCLIP Loss: 740.264\tRange Loss: 0.059\tTV Loss: 0.630\tTotal Loss: 740.953\n\n 46%|####6 | 116/250 [01:10<01:24, 1.59it/s]\nCLIP Loss: 743.079\tRange Loss: 0.061\tTV Loss: 0.681\tTotal Loss: 743.821\n\n 47%|####6 | 117/250 [01:10<01:20, 1.65it/s]\nCLIP Loss: 739.693\tRange Loss: 0.068\tTV Loss: 0.723\tTotal Loss: 740.484\n\n 47%|####7 | 118/250 [01:11<01:18, 1.69it/s]\nCLIP Loss: 739.728\tRange Loss: 0.069\tTV Loss: 0.794\tTotal Loss: 740.592\n\n 48%|####7 | 119/250 [01:11<01:15, 1.73it/s]\nCLIP Loss: 746.725\tRange Loss: 0.067\tTV Loss: 0.812\tTotal Loss: 747.603\n\n 48%|####8 | 120/250 [01:12<01:14, 1.74it/s]\nCLIP Loss: 740.662\tRange Loss: 0.068\tTV Loss: 0.825\tTotal Loss: 741.554\n\n 48%|####8 | 121/250 [01:13<01:20, 1.60it/s]\nCLIP Loss: 739.916\tRange Loss: 0.055\tTV Loss: 0.900\tTotal Loss: 740.871\n\n 49%|####8 | 122/250 [01:13<01:17, 1.66it/s]\nCLIP Loss: 740.566\tRange Loss: 0.062\tTV Loss: 0.948\tTotal Loss: 741.576\n\n 49%|####9 | 123/250 [01:14<01:15, 1.69it/s]\nCLIP Loss: 739.321\tRange Loss: 0.068\tTV Loss: 0.987\tTotal Loss: 740.376\n\n 50%|####9 | 124/250 [01:14<01:13, 1.71it/s]\nCLIP Loss: 738.142\tRange Loss: 0.062\tTV Loss: 1.095\tTotal Loss: 739.299\n\n 50%|##### | 125/250 [01:15<01:12, 1.74it/s]\nCLIP Loss: 738.341\tRange Loss: 0.055\tTV Loss: 1.196\tTotal Loss: 739.593\n\n 50%|##### | 126/250 [01:16<01:18, 1.59it/s]\nCLIP Loss: 737.028\tRange Loss: 0.056\tTV Loss: 1.295\tTotal Loss: 738.380\n\n 51%|##### | 127/250 [01:16<01:14, 1.65it/s]\nCLIP Loss: 737.312\tRange Loss: 0.059\tTV Loss: 1.374\tTotal Loss: 738.745\n\n 51%|#####1 | 128/250 [01:17<01:12, 1.69it/s]\nCLIP Loss: 736.832\tRange Loss: 0.061\tTV Loss: 1.509\tTotal Loss: 738.402\n\n 52%|#####1 | 129/250 [01:17<01:10, 1.73it/s]\nCLIP Loss: 735.617\tRange Loss: 0.060\tTV Loss: 1.624\tTotal Loss: 737.301\n\n 52%|#####2 | 130/250 [01:18<01:08, 1.74it/s]\nCLIP Loss: 731.271\tRange Loss: 0.059\tTV Loss: 1.735\tTotal Loss: 733.065\n\n 52%|#####2 | 131/250 [01:19<01:14, 1.59it/s]\nCLIP Loss: 734.046\tRange Loss: 0.055\tTV Loss: 1.844\tTotal Loss: 735.944\n\n 53%|#####2 | 132/250 [01:19<01:11, 1.65it/s]\nCLIP Loss: 736.201\tRange Loss: 0.056\tTV Loss: 1.960\tTotal Loss: 738.216\n\n 53%|#####3 | 133/250 [01:20<01:09, 1.69it/s]\nCLIP Loss: 731.382\tRange Loss: 0.049\tTV Loss: 2.088\tTotal Loss: 733.520\n\n 54%|#####3 | 134/250 [01:20<01:07, 1.72it/s]\nCLIP Loss: 733.392\tRange Loss: 0.047\tTV Loss: 2.295\tTotal Loss: 735.734\n\n 54%|#####4 | 135/250 [01:21<01:06, 1.74it/s]\nCLIP Loss: 737.313\tRange Loss: 0.044\tTV Loss: 2.479\tTotal Loss: 739.837\n\n 54%|#####4 | 136/250 [01:22<01:11, 1.59it/s]\nCLIP Loss: 736.263\tRange Loss: 0.045\tTV Loss: 2.607\tTotal Loss: 738.916\n\n 55%|#####4 | 137/250 [01:22<01:08, 1.64it/s]\nCLIP Loss: 733.831\tRange Loss: 0.047\tTV Loss: 2.801\tTotal Loss: 736.680\n\n 55%|#####5 | 138/250 [01:23<01:06, 1.68it/s]\nCLIP Loss: 737.137\tRange Loss: 0.044\tTV Loss: 2.984\tTotal Loss: 740.165\n\n 56%|#####5 | 139/250 [01:23<01:04, 1.72it/s]\nCLIP Loss: 734.784\tRange Loss: 0.043\tTV Loss: 3.141\tTotal Loss: 737.968\n\n 56%|#####6 | 140/250 [01:24<01:03, 1.73it/s]\nCLIP Loss: 733.371\tRange Loss: 0.046\tTV Loss: 3.337\tTotal Loss: 736.755\n\n 56%|#####6 | 141/250 [01:25<01:08, 1.58it/s]\nCLIP Loss: 730.961\tRange Loss: 0.044\tTV Loss: 3.548\tTotal Loss: 734.553\n\n 57%|#####6 | 142/250 [01:25<01:05, 1.65it/s]\nCLIP Loss: 737.151\tRange Loss: 0.045\tTV Loss: 3.801\tTotal Loss: 740.998\n\n 57%|#####7 | 143/250 [01:26<01:03, 1.69it/s]\nCLIP Loss: 730.762\tRange Loss: 0.047\tTV Loss: 3.979\tTotal Loss: 734.788\n\n 58%|#####7 | 144/250 [01:26<01:01, 1.72it/s]\nCLIP Loss: 737.238\tRange Loss: 0.043\tTV Loss: 4.188\tTotal Loss: 741.468\n\n 58%|#####8 | 145/250 [01:27<01:00, 1.75it/s]\nCLIP Loss: 732.083\tRange Loss: 0.041\tTV Loss: 4.457\tTotal Loss: 736.581\n\n 58%|#####8 | 146/250 [01:28<01:04, 1.61it/s]\nCLIP Loss: 735.215\tRange Loss: 0.038\tTV Loss: 4.716\tTotal Loss: 739.969\n\n 59%|#####8 | 147/250 [01:28<01:01, 1.66it/s]\nCLIP Loss: 737.503\tRange Loss: 0.038\tTV Loss: 5.014\tTotal Loss: 742.555\n\n 59%|#####9 | 148/250 [01:29<01:00, 1.70it/s]\nCLIP Loss: 733.846\tRange Loss: 0.036\tTV Loss: 5.329\tTotal Loss: 739.212\n\n 60%|#####9 | 149/250 [01:29<00:58, 1.72it/s]\nCLIP Loss: 733.111\tRange Loss: 0.035\tTV Loss: 5.672\tTotal Loss: 738.818\n\n 60%|###### | 150/250 [01:30<00:57, 1.74it/s]\nCLIP Loss: 731.981\tRange Loss: 0.035\tTV Loss: 5.995\tTotal Loss: 738.011\n\n 60%|###### | 151/250 [01:31<01:02, 1.59it/s]\nCLIP Loss: 732.138\tRange Loss: 0.036\tTV Loss: 6.325\tTotal Loss: 738.500\n\n 61%|###### | 152/250 [01:31<00:59, 1.66it/s]\nCLIP Loss: 734.843\tRange Loss: 0.035\tTV Loss: 6.667\tTotal Loss: 741.545\n\n 61%|######1 | 153/250 [01:32<00:57, 1.70it/s]\nCLIP Loss: 733.327\tRange Loss: 0.035\tTV Loss: 7.057\tTotal Loss: 740.419\n\n 62%|######1 | 154/250 [01:32<00:55, 1.72it/s]\nCLIP Loss: 734.920\tRange Loss: 0.032\tTV Loss: 7.356\tTotal Loss: 742.307\n\n 62%|######2 | 155/250 [01:33<00:54, 1.74it/s]\nCLIP Loss: 733.366\tRange Loss: 0.032\tTV Loss: 7.800\tTotal Loss: 741.198\n\n 62%|######2 | 156/250 [01:34<00:59, 1.58it/s]\nCLIP Loss: 728.688\tRange Loss: 0.031\tTV Loss: 8.193\tTotal Loss: 736.912\n\n 63%|######2 | 157/250 [01:34<00:56, 1.65it/s]\nCLIP Loss: 730.951\tRange Loss: 0.032\tTV Loss: 8.652\tTotal Loss: 739.635\n\n 63%|######3 | 158/250 [01:35<00:54, 1.68it/s]\nCLIP Loss: 732.794\tRange Loss: 0.033\tTV Loss: 9.037\tTotal Loss: 741.864\n\n 64%|######3 | 159/250 [01:35<00:53, 1.71it/s]\nCLIP Loss: 738.146\tRange Loss: 0.031\tTV Loss: 9.552\tTotal Loss: 747.729\n\n 64%|######4 | 160/250 [01:36<00:51, 1.74it/s]\nCLIP Loss: 730.715\tRange Loss: 0.031\tTV Loss: 10.065\tTotal Loss: 740.811\n\n 64%|######4 | 161/250 [01:37<00:55, 1.59it/s]\nCLIP Loss: 731.233\tRange Loss: 0.030\tTV Loss: 10.604\tTotal Loss: 741.867\n\n 65%|######4 | 162/250 [01:37<00:53, 1.65it/s]\nCLIP Loss: 731.484\tRange Loss: 0.029\tTV Loss: 11.134\tTotal Loss: 742.646\n\n 65%|######5 | 163/250 [01:38<00:51, 1.69it/s]\nCLIP Loss: 732.386\tRange Loss: 0.029\tTV Loss: 11.686\tTotal Loss: 744.102\n\n 66%|######5 | 164/250 [01:38<00:49, 1.73it/s]\nCLIP Loss: 729.655\tRange Loss: 0.028\tTV Loss: 12.282\tTotal Loss: 741.965\n\n 66%|######6 | 165/250 [01:39<00:48, 1.75it/s]\nCLIP Loss: 730.082\tRange Loss: 0.028\tTV Loss: 13.028\tTotal Loss: 743.138\n\n 66%|######6 | 166/250 [01:40<00:52, 1.61it/s]\nCLIP Loss: 730.238\tRange Loss: 0.028\tTV Loss: 13.564\tTotal Loss: 743.830\n\n 67%|######6 | 167/250 [01:40<00:49, 1.66it/s]\nCLIP Loss: 732.139\tRange Loss: 0.028\tTV Loss: 14.196\tTotal Loss: 746.363\n\n 67%|######7 | 168/250 [01:41<00:48, 1.70it/s]\nCLIP Loss: 732.530\tRange Loss: 0.029\tTV Loss: 14.753\tTotal Loss: 747.313\n\n 68%|######7 | 169/250 [01:41<00:46, 1.73it/s]\nCLIP Loss: 734.109\tRange Loss: 0.029\tTV Loss: 15.389\tTotal Loss: 749.527\n\n 68%|######8 | 170/250 [01:42<00:45, 1.75it/s]\nCLIP Loss: 732.231\tRange Loss: 0.028\tTV Loss: 16.095\tTotal Loss: 748.354\n\n 68%|######8 | 171/250 [01:43<00:49, 1.58it/s]\nCLIP Loss: 735.435\tRange Loss: 0.027\tTV Loss: 16.797\tTotal Loss: 752.260\n\n 69%|######8 | 172/250 [01:43<00:47, 1.64it/s]\nCLIP Loss: 735.663\tRange Loss: 0.026\tTV Loss: 17.485\tTotal Loss: 753.174\n\n 69%|######9 | 173/250 [01:44<00:45, 1.69it/s]\nCLIP Loss: 733.189\tRange Loss: 0.025\tTV Loss: 18.129\tTotal Loss: 751.343\n\n 70%|######9 | 174/250 [01:44<00:44, 1.72it/s]\nCLIP Loss: 737.378\tRange Loss: 0.025\tTV Loss: 18.892\tTotal Loss: 756.295\n\n 70%|####### | 175/250 [01:45<00:43, 1.74it/s]\nCLIP Loss: 743.729\tRange Loss: 0.024\tTV Loss: 19.502\tTotal Loss: 763.256\n\n 70%|####### | 176/250 [01:45<00:46, 1.60it/s]\nCLIP Loss: 736.317\tRange Loss: 0.025\tTV Loss: 20.226\tTotal Loss: 756.567\n\n 71%|####### | 177/250 [01:46<00:44, 1.66it/s]\nCLIP Loss: 738.131\tRange Loss: 0.025\tTV Loss: 21.110\tTotal Loss: 759.266\n\n 71%|#######1 | 178/250 [01:47<00:42, 1.70it/s]\nCLIP Loss: 734.344\tRange Loss: 0.025\tTV Loss: 21.791\tTotal Loss: 756.160\n\n 72%|#######1 | 179/250 [01:47<00:41, 1.73it/s]\nCLIP Loss: 738.378\tRange Loss: 0.025\tTV Loss: 22.517\tTotal Loss: 760.919\n\n 72%|#######2 | 180/250 [01:48<00:39, 1.75it/s]\nCLIP Loss: 739.009\tRange Loss: 0.024\tTV Loss: 23.428\tTotal Loss: 762.461\n\n 72%|#######2 | 181/250 [01:48<00:43, 1.59it/s]\nCLIP Loss: 736.070\tRange Loss: 0.024\tTV Loss: 24.189\tTotal Loss: 760.283\n\n 73%|#######2 | 182/250 [01:49<00:41, 1.64it/s]\nCLIP Loss: 739.139\tRange Loss: 0.024\tTV Loss: 25.028\tTotal Loss: 764.190\n\n 73%|#######3 | 183/250 [01:50<00:39, 1.68it/s]\nCLIP Loss: 734.821\tRange Loss: 0.023\tTV Loss: 25.737\tTotal Loss: 760.581\n\n 74%|#######3 | 184/250 [01:50<00:38, 1.72it/s]\nCLIP Loss: 733.371\tRange Loss: 0.022\tTV Loss: 26.444\tTotal Loss: 759.837\n\n 74%|#######4 | 185/250 [01:51<00:37, 1.74it/s]\nCLIP Loss: 731.691\tRange Loss: 0.023\tTV Loss: 27.222\tTotal Loss: 758.937\n\n 74%|#######4 | 186/250 [01:51<00:40, 1.59it/s]\nCLIP Loss: 732.303\tRange Loss: 0.023\tTV Loss: 28.069\tTotal Loss: 760.395\n\n 75%|#######4 | 187/250 [01:52<00:38, 1.65it/s]\nCLIP Loss: 733.374\tRange Loss: 0.022\tTV Loss: 28.795\tTotal Loss: 762.191\n\n 75%|#######5 | 188/250 [01:53<00:36, 1.69it/s]\nCLIP Loss: 734.869\tRange Loss: 0.023\tTV Loss: 29.550\tTotal Loss: 764.443\n\n 76%|#######5 | 189/250 [01:53<00:35, 1.72it/s]\nCLIP Loss: 736.071\tRange Loss: 0.023\tTV Loss: 30.329\tTotal Loss: 766.423\n\n 76%|#######6 | 190/250 [01:54<00:34, 1.75it/s]\nCLIP Loss: 734.536\tRange Loss: 0.021\tTV Loss: 31.049\tTotal Loss: 765.607\n\n 76%|#######6 | 191/250 [01:54<00:36, 1.61it/s]\nCLIP Loss: 736.104\tRange Loss: 0.021\tTV Loss: 31.932\tTotal Loss: 768.057\n\n 77%|#######6 | 192/250 [01:55<00:34, 1.66it/s]\nCLIP Loss: 736.149\tRange Loss: 0.022\tTV Loss: 32.699\tTotal Loss: 768.870\n\n 77%|#######7 | 193/250 [01:56<00:33, 1.70it/s]\nCLIP Loss: 735.689\tRange Loss: 0.023\tTV Loss: 33.504\tTotal Loss: 769.216\n\n 78%|#######7 | 194/250 [01:56<00:32, 1.73it/s]\nCLIP Loss: 735.806\tRange Loss: 0.022\tTV Loss: 34.144\tTotal Loss: 769.972\n\n 78%|#######8 | 195/250 [01:57<00:31, 1.75it/s]\nCLIP Loss: 734.878\tRange Loss: 0.022\tTV Loss: 34.801\tTotal Loss: 769.701\n\n 78%|#######8 | 196/250 [01:57<00:33, 1.60it/s]\nCLIP Loss: 736.200\tRange Loss: 0.023\tTV Loss: 35.473\tTotal Loss: 771.696\n\n 79%|#######8 | 197/250 [01:58<00:32, 1.65it/s]\nCLIP Loss: 738.224\tRange Loss: 0.023\tTV Loss: 36.168\tTotal Loss: 774.415\n\n 79%|#######9 | 198/250 [01:59<00:31, 1.67it/s]\nCLIP Loss: 735.848\tRange Loss: 0.022\tTV Loss: 36.751\tTotal Loss: 772.621\n\n 80%|#######9 | 199/250 [01:59<00:30, 1.70it/s]\nCLIP Loss: 737.492\tRange Loss: 0.021\tTV Loss: 37.205\tTotal Loss: 774.718\n\n 80%|######## | 200/250 [02:00<00:29, 1.72it/s]\nCLIP Loss: 736.565\tRange Loss: 0.020\tTV Loss: 37.546\tTotal Loss: 774.132\n\n 80%|######## | 201/250 [02:00<00:30, 1.60it/s]\nCLIP Loss: 736.729\tRange Loss: 0.019\tTV Loss: 37.955\tTotal Loss: 774.703\n\n 81%|######## | 202/250 [02:01<00:28, 1.66it/s]\nCLIP Loss: 734.296\tRange Loss: 0.020\tTV Loss: 38.362\tTotal Loss: 772.678\n\n 81%|########1 | 203/250 [02:01<00:27, 1.69it/s]\nCLIP Loss: 734.872\tRange Loss: 0.019\tTV Loss: 38.652\tTotal Loss: 773.544\n\n 82%|########1 | 204/250 [02:02<00:26, 1.73it/s]\nCLIP Loss: 735.421\tRange Loss: 0.019\tTV Loss: 38.898\tTotal Loss: 774.338\n\n 82%|########2 | 205/250 [02:03<00:25, 1.75it/s]\nCLIP Loss: 733.915\tRange Loss: 0.019\tTV Loss: 39.116\tTotal Loss: 773.050\n\n 82%|########2 | 206/250 [02:03<00:27, 1.59it/s]\nCLIP Loss: 734.604\tRange Loss: 0.019\tTV Loss: 39.167\tTotal Loss: 773.790\n\n 83%|########2 | 207/250 [02:04<00:26, 1.65it/s]\nCLIP Loss: 730.029\tRange Loss: 0.018\tTV Loss: 39.196\tTotal Loss: 769.242\n\n 83%|########3 | 208/250 [02:04<00:24, 1.68it/s]\nCLIP Loss: 733.105\tRange Loss: 0.017\tTV Loss: 39.349\tTotal Loss: 772.471\n\n 84%|########3 | 209/250 [02:05<00:23, 1.71it/s]\nCLIP Loss: 735.137\tRange Loss: 0.017\tTV Loss: 39.312\tTotal Loss: 774.466\n\n 84%|########4 | 210/250 [02:06<00:22, 1.74it/s]\nCLIP Loss: 735.122\tRange Loss: 0.017\tTV Loss: 39.349\tTotal Loss: 774.488\n\n 84%|########4 | 211/250 [02:06<00:24, 1.62it/s]\nCLIP Loss: 734.825\tRange Loss: 0.017\tTV Loss: 39.205\tTotal Loss: 774.048\n\n 85%|########4 | 212/250 [02:07<00:22, 1.67it/s]\nCLIP Loss: 733.169\tRange Loss: 0.017\tTV Loss: 38.981\tTotal Loss: 772.167\n\n 85%|########5 | 213/250 [02:07<00:21, 1.70it/s]\nCLIP Loss: 732.785\tRange Loss: 0.017\tTV Loss: 38.738\tTotal Loss: 771.541\n\n 86%|########5 | 214/250 [02:08<00:20, 1.72it/s]\nCLIP Loss: 731.896\tRange Loss: 0.016\tTV Loss: 38.528\tTotal Loss: 770.440\n\n 86%|########6 | 215/250 [02:09<00:20, 1.73it/s]\nCLIP Loss: 733.531\tRange Loss: 0.015\tTV Loss: 38.103\tTotal Loss: 771.650\n\n 86%|########6 | 216/250 [02:09<00:21, 1.60it/s]\nCLIP Loss: 733.010\tRange Loss: 0.016\tTV Loss: 37.643\tTotal Loss: 770.670\n\n 87%|########6 | 217/250 [02:10<00:19, 1.66it/s]\nCLIP Loss: 732.004\tRange Loss: 0.016\tTV Loss: 37.101\tTotal Loss: 769.121\n\n 87%|########7 | 218/250 [02:10<00:18, 1.69it/s]\nCLIP Loss: 728.174\tRange Loss: 0.015\tTV Loss: 36.455\tTotal Loss: 764.644\n\n 88%|########7 | 219/250 [02:11<00:18, 1.71it/s]\nCLIP Loss: 732.638\tRange Loss: 0.016\tTV Loss: 35.844\tTotal Loss: 768.498\n\n 88%|########8 | 220/250 [02:12<00:17, 1.73it/s]\nCLIP Loss: 733.635\tRange Loss: 0.016\tTV Loss: 35.193\tTotal Loss: 768.844\n\n 88%|########8 | 221/250 [02:12<00:18, 1.60it/s]\nCLIP Loss: 730.419\tRange Loss: 0.016\tTV Loss: 34.346\tTotal Loss: 764.780\n\n 89%|########8 | 222/250 [02:13<00:16, 1.65it/s]\nCLIP Loss: 734.554\tRange Loss: 0.015\tTV Loss: 33.504\tTotal Loss: 768.073\n\n 89%|########9 | 223/250 [02:13<00:15, 1.69it/s]\nCLIP Loss: 730.554\tRange Loss: 0.016\tTV Loss: 32.604\tTotal Loss: 763.174\n\n 90%|########9 | 224/250 [02:14<00:15, 1.72it/s]\nCLIP Loss: 731.243\tRange Loss: 0.015\tTV Loss: 31.628\tTotal Loss: 762.886\n\n 90%|######### | 225/250 [02:15<00:14, 1.74it/s]\nCLIP Loss: 730.619\tRange Loss: 0.015\tTV Loss: 30.573\tTotal Loss: 761.206\n\n 90%|######### | 226/250 [02:15<00:14, 1.61it/s]\nCLIP Loss: 729.447\tRange Loss: 0.015\tTV Loss: 29.429\tTotal Loss: 758.891\n\n 91%|######### | 227/250 [02:16<00:13, 1.67it/s]\nCLIP Loss: 727.118\tRange Loss: 0.014\tTV Loss: 28.283\tTotal Loss: 755.415\n\n 91%|#########1| 228/250 [02:16<00:12, 1.71it/s]\nCLIP Loss: 728.463\tRange Loss: 0.014\tTV Loss: 27.050\tTotal Loss: 755.527\n\n 92%|#########1| 229/250 [02:17<00:12, 1.73it/s]\nCLIP Loss: 729.391\tRange Loss: 0.014\tTV Loss: 25.687\tTotal Loss: 755.091\n\n 92%|#########2| 230/250 [02:17<00:11, 1.75it/s]\nCLIP Loss: 727.782\tRange Loss: 0.014\tTV Loss: 24.391\tTotal Loss: 752.187\n\n 92%|#########2| 231/250 [02:18<00:11, 1.61it/s]\nCLIP Loss: 729.007\tRange Loss: 0.014\tTV Loss: 23.081\tTotal Loss: 752.101\n\n 93%|#########2| 232/250 [02:19<00:10, 1.67it/s]\nCLIP Loss: 729.147\tRange Loss: 0.013\tTV Loss: 21.723\tTotal Loss: 750.883\n\n 93%|#########3| 233/250 [02:19<00:09, 1.71it/s]\nCLIP Loss: 727.226\tRange Loss: 0.013\tTV Loss: 20.359\tTotal Loss: 747.598\n\n 94%|#########3| 234/250 [02:20<00:09, 1.74it/s]\nCLIP Loss: 729.376\tRange Loss: 0.012\tTV Loss: 18.950\tTotal Loss: 748.339\n\n 94%|#########3| 235/250 [02:20<00:08, 1.76it/s]\nCLIP Loss: 731.542\tRange Loss: 0.012\tTV Loss: 17.567\tTotal Loss: 749.121\n\n 94%|#########4| 236/250 [02:21<00:08, 1.61it/s]\nCLIP Loss: 730.560\tRange Loss: 0.012\tTV Loss: 16.137\tTotal Loss: 746.709\n\n 95%|#########4| 237/250 [02:22<00:07, 1.67it/s]\nCLIP Loss: 732.840\tRange Loss: 0.012\tTV Loss: 14.766\tTotal Loss: 747.618\n\n 95%|#########5| 238/250 [02:22<00:07, 1.71it/s]\nCLIP Loss: 731.749\tRange Loss: 0.011\tTV Loss: 13.400\tTotal Loss: 745.160\n\n 96%|#########5| 239/250 [02:23<00:06, 1.73it/s]\nCLIP Loss: 731.290\tRange Loss: 0.011\tTV Loss: 12.089\tTotal Loss: 743.390\n\n 96%|#########6| 240/250 [02:23<00:05, 1.75it/s]\nCLIP Loss: 734.495\tRange Loss: 0.011\tTV Loss: 10.817\tTotal Loss: 745.322\n\n 96%|#########6| 241/250 [02:24<00:05, 1.62it/s]\nCLIP Loss: 731.565\tRange Loss: 0.011\tTV Loss: 9.614\tTotal Loss: 741.190\n\n 97%|#########6| 242/250 [02:25<00:04, 1.66it/s]\nCLIP Loss: 734.476\tRange Loss: 0.010\tTV Loss: 8.467\tTotal Loss: 742.953\n\n 97%|#########7| 243/250 [02:25<00:04, 1.71it/s]\nCLIP Loss: 738.150\tRange Loss: 0.010\tTV Loss: 7.369\tTotal Loss: 745.529\n\n 98%|#########7| 244/250 [02:26<00:03, 1.74it/s]\nCLIP Loss: 733.255\tRange Loss: 0.009\tTV Loss: 6.392\tTotal Loss: 739.656\n\n 98%|#########8| 245/250 [02:26<00:02, 1.75it/s]\nCLIP Loss: 741.232\tRange Loss: 0.009\tTV Loss: 5.486\tTotal Loss: 746.727\n\n 98%|#########8| 246/250 [02:27<00:02, 1.58it/s]\nCLIP Loss: 742.959\tRange Loss: 0.009\tTV Loss: 4.705\tTotal Loss: 747.672\n\n 99%|#########8| 247/250 [02:28<00:01, 1.65it/s]\nCLIP Loss: 740.468\tRange Loss: 0.009\tTV Loss: 4.049\tTotal Loss: 744.526\n\n 99%|#########9| 248/250 [02:28<00:01, 1.70it/s]\nCLIP Loss: 746.546\tRange Loss: 0.008\tTV Loss: 3.540\tTotal Loss: 750.094\n\n100%|#########9| 249/250 [02:29<00:00, 1.72it/s]\nCLIP Loss: 739.708\tRange Loss: 0.008\tTV Loss: 3.159\tTotal Loss: 742.875\n\n100%|##########| 250/250 [02:29<00:00, 1.61it/s]\n\n100%|##########| 250/250 [02:29<00:00, 1.67it/s]", "metrics": { "total_time": 151.429919 }, "output": [ { "file": "https://replicate.delivery/mgxm/eeb3a032-d812-4b19-9d80-572e63be0545/0000.png" }, { "file": "https://replicate.delivery/mgxm/009fe8cc-1b8e-45f7-b072-5da6499dd4a3/0005.png" }, { "file": "https://replicate.delivery/mgxm/019a3f86-c5fd-47c0-a128-3feba82a7d9a/0010.png" }, { "file": "https://replicate.delivery/mgxm/a0856131-1f84-46e6-8834-a048f8737ba6/0015.png" }, { "file": "https://replicate.delivery/mgxm/f6ae9090-1d43-454e-bedb-6c4ba2459092/0020.png" }, { "file": "https://replicate.delivery/mgxm/7f67cf54-7b67-4eac-b78a-2a8ce0f0d89d/0025.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 893.738 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 901.818 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:44, 1.51it/s] CLIP Loss: 855.142 Range Loss: 0.116 TV Loss: 7.345 Total Loss: 862.602 1%| | 2/250 [00:01<02:27, 1.68it/s] CLIP Loss: 851.914 Range Loss: 0.248 TV Loss: 7.461 Total Loss: 859.623 1%|1 | 3/250 [00:01<02:21, 1.74it/s] CLIP Loss: 851.837 Range Loss: 1.238 TV Loss: 8.876 Total Loss: 861.951 2%|1 | 4/250 [00:02<02:18, 1.77it/s] CLIP Loss: 860.885 Range Loss: 0.076 TV Loss: 7.350 Total Loss: 868.311 2%|2 | 5/250 [00:02<02:17, 1.79it/s] CLIP Loss: 853.341 Range Loss: 5.957 TV Loss: 6.990 Total Loss: 866.288 2%|2 | 6/250 [00:03<02:40, 1.52it/s] CLIP Loss: 863.726 Range Loss: 0.005 TV Loss: 4.229 Total Loss: 867.961 3%|2 | 7/250 [00:04<02:30, 1.61it/s] CLIP Loss: 862.657 Range Loss: 0.012 TV Loss: 3.978 Total Loss: 866.647 3%|3 | 8/250 [00:04<02:27, 1.64it/s] CLIP Loss: 851.658 Range Loss: 0.102 TV Loss: 4.830 Total Loss: 856.590 4%|3 | 9/250 [00:05<02:22, 1.69it/s] CLIP Loss: 849.815 Range Loss: 0.221 TV Loss: 4.053 Total Loss: 854.089 4%|4 | 10/250 [00:05<02:19, 1.73it/s] CLIP Loss: 854.090 Range Loss: 0.107 TV Loss: 3.177 Total Loss: 857.374 4%|4 | 11/250 [00:06<02:29, 1.60it/s] CLIP Loss: 845.847 Range Loss: 0.265 TV Loss: 3.903 Total Loss: 850.015 5%|4 | 12/250 [00:07<02:23, 1.66it/s] CLIP Loss: 850.065 Range Loss: 0.628 TV Loss: 3.452 Total Loss: 854.145 5%|5 | 13/250 [00:07<02:20, 1.69it/s] CLIP Loss: 839.617 Range Loss: 0.460 TV Loss: 3.813 Total Loss: 843.890 6%|5 | 14/250 [00:08<02:17, 1.72it/s] CLIP Loss: 839.975 Range Loss: 0.345 TV Loss: 2.979 Total Loss: 843.299 6%|6 | 15/250 [00:08<02:15, 1.74it/s] CLIP Loss: 844.310 Range Loss: 0.477 TV Loss: 2.558 Total Loss: 847.345 6%|6 | 16/250 [00:09<02:32, 1.54it/s] CLIP Loss: 840.552 Range Loss: 0.557 TV Loss: 3.298 Total Loss: 844.407 7%|6 | 17/250 [00:10<02:24, 1.62it/s] CLIP Loss: 836.278 Range Loss: 0.571 TV Loss: 2.399 Total Loss: 839.248 7%|7 | 18/250 [00:10<02:19, 1.67it/s] CLIP Loss: 833.890 Range Loss: 0.706 TV Loss: 2.594 Total Loss: 837.191 8%|7 | 19/250 [00:11<02:16, 1.70it/s] CLIP Loss: 833.616 Range Loss: 0.530 TV Loss: 2.177 Total Loss: 836.323 8%|8 | 20/250 [00:11<02:13, 1.73it/s] CLIP Loss: 831.588 Range Loss: 0.515 TV Loss: 2.306 Total Loss: 834.409 8%|8 | 21/250 [00:12<02:27, 1.56it/s] CLIP Loss: 829.866 Range Loss: 0.579 TV Loss: 1.914 Total Loss: 832.359 9%|8 | 22/250 [00:13<02:20, 1.62it/s] CLIP Loss: 822.567 Range Loss: 0.351 TV Loss: 1.783 Total Loss: 824.701 9%|9 | 23/250 [00:13<02:15, 1.67it/s] CLIP Loss: 830.433 Range Loss: 0.821 TV Loss: 1.693 Total Loss: 832.947 10%|9 | 24/250 [00:14<02:13, 1.69it/s] CLIP Loss: 831.499 Range Loss: 0.147 TV Loss: 1.895 Total Loss: 833.542 10%|# | 25/250 [00:14<02:11, 1.71it/s] CLIP Loss: 822.274 Range Loss: 0.279 TV Loss: 1.216 Total Loss: 823.769 10%|# | 26/250 [00:15<02:24, 1.55it/s] CLIP Loss: 821.620 Range Loss: 0.834 TV Loss: 1.522 Total Loss: 823.976 11%|# | 27/250 [00:16<02:17, 1.62it/s] CLIP Loss: 832.614 Range Loss: 0.159 TV Loss: 1.761 Total Loss: 834.534 11%|#1 | 28/250 [00:16<02:13, 1.67it/s] CLIP Loss: 827.143 Range Loss: 0.364 TV Loss: 1.411 Total Loss: 828.919 12%|#1 | 29/250 [00:17<02:09, 1.71it/s] CLIP Loss: 814.530 Range Loss: 0.526 TV Loss: 1.210 Total Loss: 816.266 12%|#2 | 30/250 [00:17<02:06, 1.73it/s] CLIP Loss: 828.744 Range Loss: 0.653 TV Loss: 1.287 Total Loss: 830.684 12%|#2 | 31/250 [00:18<02:21, 1.55it/s] CLIP Loss: 831.741 Range Loss: 0.125 TV Loss: 1.142 Total Loss: 833.008 13%|#2 | 32/250 [00:19<02:15, 1.60it/s] CLIP Loss: 810.579 Range Loss: 0.104 TV Loss: 0.907 Total Loss: 811.590 13%|#3 | 33/250 [00:19<02:11, 1.65it/s] CLIP Loss: 806.879 Range Loss: 0.344 TV Loss: 0.959 Total Loss: 808.181 14%|#3 | 34/250 [00:20<02:08, 1.68it/s] CLIP Loss: 806.989 Range Loss: 0.298 TV Loss: 0.685 Total Loss: 807.972 14%|#4 | 35/250 [00:21<02:06, 1.70it/s] CLIP Loss: 808.537 Range Loss: 0.382 TV Loss: 0.790 Total Loss: 809.710 14%|#4 | 36/250 [00:22<02:29, 1.43it/s] CLIP Loss: 805.480 Range Loss: 0.605 TV Loss: 0.599 Total Loss: 806.684 15%|#4 | 37/250 [00:22<02:20, 1.52it/s] CLIP Loss: 798.614 Range Loss: 0.354 TV Loss: 0.578 Total Loss: 799.545 15%|#5 | 38/250 [00:23<02:14, 1.57it/s] CLIP Loss: 795.992 Range Loss: 0.542 TV Loss: 0.566 Total Loss: 797.100 16%|#5 | 39/250 [00:23<02:09, 1.63it/s] CLIP Loss: 794.732 Range Loss: 0.481 TV Loss: 0.635 Total Loss: 795.849 16%|#6 | 40/250 [00:24<02:05, 1.67it/s] CLIP Loss: 796.461 Range Loss: 0.366 TV Loss: 0.480 Total Loss: 797.308 16%|#6 | 41/250 [00:25<02:17, 1.52it/s] CLIP Loss: 790.819 Range Loss: 0.500 TV Loss: 0.483 Total Loss: 791.802 17%|#6 | 42/250 [00:25<02:10, 1.60it/s] CLIP Loss: 789.755 Range Loss: 0.426 TV Loss: 0.455 Total Loss: 790.636 17%|#7 | 43/250 [00:26<02:05, 1.65it/s] CLIP Loss: 791.340 Range Loss: 0.400 TV Loss: 0.494 Total Loss: 792.233 18%|#7 | 44/250 [00:26<02:02, 1.68it/s] CLIP Loss: 792.830 Range Loss: 0.390 TV Loss: 0.465 Total Loss: 793.685 18%|#8 | 45/250 [00:27<02:00, 1.70it/s] CLIP Loss: 792.245 Range Loss: 0.484 TV Loss: 0.449 Total Loss: 793.177 18%|#8 | 46/250 [00:28<02:11, 1.55it/s] CLIP Loss: 804.429 Range Loss: 0.331 TV Loss: 0.503 Total Loss: 805.264 19%|#8 | 47/250 [00:28<02:06, 1.60it/s] CLIP Loss: 797.063 Range Loss: 0.592 TV Loss: 0.449 Total Loss: 798.104 19%|#9 | 48/250 [00:29<02:02, 1.65it/s] CLIP Loss: 798.026 Range Loss: 0.543 TV Loss: 0.403 Total Loss: 798.972 20%|#9 | 49/250 [00:29<01:59, 1.68it/s] CLIP Loss: 794.146 Range Loss: 0.290 TV Loss: 0.351 Total Loss: 794.786 20%|## | 50/250 [00:30<01:57, 1.70it/s] CLIP Loss: 789.377 Range Loss: 0.339 TV Loss: 0.388 Total Loss: 790.103 20%|## | 51/250 [00:31<02:06, 1.58it/s] CLIP Loss: 796.516 Range Loss: 0.315 TV Loss: 0.251 Total Loss: 797.082 21%|## | 52/250 [00:31<02:01, 1.64it/s] CLIP Loss: 795.875 Range Loss: 0.451 TV Loss: 0.268 Total Loss: 796.594 21%|##1 | 53/250 [00:32<01:57, 1.67it/s] CLIP Loss: 788.711 Range Loss: 0.482 TV Loss: 0.354 Total Loss: 789.546 22%|##1 | 54/250 [00:32<01:54, 1.71it/s] CLIP Loss: 797.971 Range Loss: 0.439 TV Loss: 0.273 Total Loss: 798.683 22%|##2 | 55/250 [00:33<01:53, 1.71it/s] CLIP Loss: 795.518 Range Loss: 0.367 TV Loss: 0.285 Total Loss: 796.170 22%|##2 | 56/250 [00:34<02:03, 1.58it/s] CLIP Loss: 802.802 Range Loss: 0.251 TV Loss: 0.310 Total Loss: 803.363 23%|##2 | 57/250 [00:34<01:57, 1.64it/s] CLIP Loss: 792.826 Range Loss: 0.286 TV Loss: 0.252 Total Loss: 793.364 23%|##3 | 58/250 [00:35<01:54, 1.68it/s] CLIP Loss: 789.827 Range Loss: 0.293 TV Loss: 0.285 Total Loss: 790.405 24%|##3 | 59/250 [00:35<01:52, 1.70it/s] CLIP Loss: 804.326 Range Loss: 0.320 TV Loss: 0.265 Total Loss: 804.910 24%|##4 | 60/250 [00:36<01:51, 1.71it/s] CLIP Loss: 801.172 Range Loss: 0.388 TV Loss: 0.339 Total Loss: 801.900 24%|##4 | 61/250 [00:37<01:59, 1.59it/s] CLIP Loss: 792.419 Range Loss: 0.346 TV Loss: 0.256 Total Loss: 793.021 25%|##4 | 62/250 [00:37<01:54, 1.64it/s] CLIP Loss: 784.524 Range Loss: 0.362 TV Loss: 0.245 Total Loss: 785.132 25%|##5 | 63/250 [00:38<01:51, 1.68it/s] CLIP Loss: 786.732 Range Loss: 0.420 TV Loss: 0.215 Total Loss: 787.366 26%|##5 | 64/250 [00:38<01:50, 1.69it/s] CLIP Loss: 792.976 Range Loss: 0.352 TV Loss: 0.264 Total Loss: 793.591 26%|##6 | 65/250 [00:39<01:48, 1.71it/s] CLIP Loss: 785.639 Range Loss: 0.309 TV Loss: 0.245 Total Loss: 786.193 26%|##6 | 66/250 [00:40<01:56, 1.58it/s] CLIP Loss: 784.449 Range Loss: 0.269 TV Loss: 0.199 Total Loss: 784.917 27%|##6 | 67/250 [00:40<01:52, 1.63it/s] CLIP Loss: 780.249 Range Loss: 0.256 TV Loss: 0.190 Total Loss: 780.695 27%|##7 | 68/250 [00:41<01:48, 1.67it/s] CLIP Loss: 785.415 Range Loss: 0.216 TV Loss: 0.199 Total Loss: 785.831 28%|##7 | 69/250 [00:41<01:46, 1.70it/s] CLIP Loss: 821.531 Range Loss: 0.329 TV Loss: 0.147 Total Loss: 822.007 28%|##8 | 70/250 [00:42<01:44, 1.72it/s] CLIP Loss: 800.384 Range Loss: 0.419 TV Loss: 0.190 Total Loss: 800.992 28%|##8 | 71/250 [00:43<01:54, 1.57it/s] CLIP Loss: 788.631 Range Loss: 0.381 TV Loss: 0.207 Total Loss: 789.219 29%|##8 | 72/250 [00:43<01:48, 1.64it/s] CLIP Loss: 791.430 Range Loss: 0.359 TV Loss: 0.150 Total Loss: 791.938 29%|##9 | 73/250 [00:44<01:45, 1.68it/s] CLIP Loss: 787.719 Range Loss: 0.302 TV Loss: 0.163 Total Loss: 788.184 30%|##9 | 74/250 [00:44<01:43, 1.71it/s] CLIP Loss: 795.486 Range Loss: 0.342 TV Loss: 0.147 Total Loss: 795.975 30%|### | 75/250 [00:45<01:41, 1.73it/s] CLIP Loss: 785.887 Range Loss: 0.309 TV Loss: 0.124 Total Loss: 786.320 30%|### | 76/250 [00:46<01:50, 1.57it/s] CLIP Loss: 771.507 Range Loss: 0.290 TV Loss: 0.118 Total Loss: 771.915 31%|### | 77/250 [00:46<01:45, 1.64it/s] CLIP Loss: 777.665 Range Loss: 0.254 TV Loss: 0.119 Total Loss: 778.038 31%|###1 | 78/250 [00:47<01:42, 1.68it/s] CLIP Loss: 774.101 Range Loss: 0.244 TV Loss: 0.123 Total Loss: 774.468 32%|###1 | 79/250 [00:47<01:40, 1.70it/s] CLIP Loss: 770.143 Range Loss: 0.255 TV Loss: 0.151 Total Loss: 770.550 32%|###2 | 80/250 [00:48<01:38, 1.73it/s] CLIP Loss: 772.299 Range Loss: 0.233 TV Loss: 0.153 Total Loss: 772.686 32%|###2 | 81/250 [00:49<01:46, 1.58it/s] CLIP Loss: 770.573 Range Loss: 0.232 TV Loss: 0.149 Total Loss: 770.954 33%|###2 | 82/250 [00:49<01:42, 1.64it/s] CLIP Loss: 754.629 Range Loss: 0.232 TV Loss: 0.158 Total Loss: 755.018 33%|###3 | 83/250 [00:50<01:39, 1.69it/s] CLIP Loss: 752.191 Range Loss: 0.211 TV Loss: 0.141 Total Loss: 752.543 34%|###3 | 84/250 [00:50<01:37, 1.71it/s] CLIP Loss: 746.930 Range Loss: 0.198 TV Loss: 0.154 Total Loss: 747.281 34%|###4 | 85/250 [00:51<01:35, 1.73it/s] CLIP Loss: 748.427 Range Loss: 0.194 TV Loss: 0.154 Total Loss: 748.775 34%|###4 | 86/250 [00:52<01:44, 1.56it/s] CLIP Loss: 748.698 Range Loss: 0.171 TV Loss: 0.143 Total Loss: 749.012 35%|###4 | 87/250 [00:52<01:39, 1.63it/s] CLIP Loss: 747.329 Range Loss: 0.144 TV Loss: 0.160 Total Loss: 747.633 35%|###5 | 88/250 [00:53<01:37, 1.66it/s] CLIP Loss: 749.844 Range Loss: 0.122 TV Loss: 0.150 Total Loss: 750.116 36%|###5 | 89/250 [00:53<01:34, 1.70it/s] CLIP Loss: 750.639 Range Loss: 0.110 TV Loss: 0.159 Total Loss: 750.909 36%|###6 | 90/250 [00:54<01:32, 1.73it/s] CLIP Loss: 741.901 Range Loss: 0.122 TV Loss: 0.188 Total Loss: 742.211 36%|###6 | 91/250 [00:55<01:40, 1.58it/s] CLIP Loss: 748.931 Range Loss: 0.113 TV Loss: 0.163 Total Loss: 749.207 37%|###6 | 92/250 [00:55<01:36, 1.63it/s] CLIP Loss: 740.394 Range Loss: 0.114 TV Loss: 0.171 Total Loss: 740.679 37%|###7 | 93/250 [00:56<01:34, 1.67it/s] CLIP Loss: 736.202 Range Loss: 0.116 TV Loss: 0.164 Total Loss: 736.482 38%|###7 | 94/250 [00:56<01:31, 1.70it/s] CLIP Loss: 748.019 Range Loss: 0.127 TV Loss: 0.196 Total Loss: 748.341 38%|###8 | 95/250 [00:57<01:29, 1.73it/s] CLIP Loss: 750.272 Range Loss: 0.131 TV Loss: 0.197 Total Loss: 750.600 38%|###8 | 96/250 [00:58<01:38, 1.57it/s] CLIP Loss: 739.997 Range Loss: 0.111 TV Loss: 0.191 Total Loss: 740.299 39%|###8 | 97/250 [00:58<01:34, 1.62it/s] CLIP Loss: 740.809 Range Loss: 0.107 TV Loss: 0.241 Total Loss: 741.156 39%|###9 | 98/250 [00:59<01:31, 1.67it/s] CLIP Loss: 742.661 Range Loss: 0.096 TV Loss: 0.225 Total Loss: 742.982 40%|###9 | 99/250 [00:59<01:28, 1.71it/s] CLIP Loss: 740.559 Range Loss: 0.092 TV Loss: 0.231 Total Loss: 740.882 40%|#### | 100/250 [01:00<01:26, 1.73it/s] CLIP Loss: 746.240 Range Loss: 0.090 TV Loss: 0.252 Total Loss: 746.582 40%|#### | 101/250 [01:01<01:34, 1.57it/s] CLIP Loss: 746.948 Range Loss: 0.081 TV Loss: 0.297 Total Loss: 747.326 41%|#### | 102/250 [01:01<01:30, 1.64it/s] CLIP Loss: 742.165 Range Loss: 0.081 TV Loss: 0.304 Total Loss: 742.550 41%|####1 | 103/250 [01:02<01:27, 1.68it/s] CLIP Loss: 739.763 Range Loss: 0.067 TV Loss: 0.320 Total Loss: 740.151 42%|####1 | 104/250 [01:02<01:24, 1.72it/s] CLIP Loss: 737.632 Range Loss: 0.061 TV Loss: 0.327 Total Loss: 738.020 42%|####2 | 105/250 [01:03<01:23, 1.74it/s] CLIP Loss: 732.316 Range Loss: 0.055 TV Loss: 0.371 Total Loss: 732.742 42%|####2 | 106/250 [01:04<01:31, 1.58it/s] CLIP Loss: 733.836 Range Loss: 0.054 TV Loss: 0.357 Total Loss: 734.247 43%|####2 | 107/250 [01:04<01:26, 1.65it/s] CLIP Loss: 736.658 Range Loss: 0.052 TV Loss: 0.390 Total Loss: 737.100 43%|####3 | 108/250 [01:05<01:23, 1.69it/s] CLIP Loss: 736.105 Range Loss: 0.048 TV Loss: 0.403 Total Loss: 736.557 44%|####3 | 109/250 [01:05<01:21, 1.73it/s] CLIP Loss: 733.437 Range Loss: 0.044 TV Loss: 0.408 Total Loss: 733.889 44%|####4 | 110/250 [01:06<01:20, 1.74it/s] CLIP Loss: 738.969 Range Loss: 0.047 TV Loss: 0.445 Total Loss: 739.461 44%|####4 | 111/250 [01:07<01:27, 1.58it/s] CLIP Loss: 738.831 Range Loss: 0.047 TV Loss: 0.486 Total Loss: 739.363 45%|####4 | 112/250 [01:07<01:23, 1.65it/s] CLIP Loss: 739.313 Range Loss: 0.052 TV Loss: 0.511 Total Loss: 739.876 45%|####5 | 113/250 [01:08<01:22, 1.67it/s] CLIP Loss: 742.198 Range Loss: 0.057 TV Loss: 0.543 Total Loss: 742.799 46%|####5 | 114/250 [01:08<01:19, 1.71it/s] CLIP Loss: 743.381 Range Loss: 0.057 TV Loss: 0.585 Total Loss: 744.023 46%|####6 | 115/250 [01:09<01:17, 1.74it/s] CLIP Loss: 740.264 Range Loss: 0.059 TV Loss: 0.630 Total Loss: 740.953 46%|####6 | 116/250 [01:10<01:24, 1.59it/s] CLIP Loss: 743.079 Range Loss: 0.061 TV Loss: 0.681 Total Loss: 743.821 47%|####6 | 117/250 [01:10<01:20, 1.65it/s] CLIP Loss: 739.693 Range Loss: 0.068 TV Loss: 0.723 Total Loss: 740.484 47%|####7 | 118/250 [01:11<01:18, 1.69it/s] CLIP Loss: 739.728 Range Loss: 0.069 TV Loss: 0.794 Total Loss: 740.592 48%|####7 | 119/250 [01:11<01:15, 1.73it/s] CLIP Loss: 746.725 Range Loss: 0.067 TV Loss: 0.812 Total Loss: 747.603 48%|####8 | 120/250 [01:12<01:14, 1.74it/s] CLIP Loss: 740.662 Range Loss: 0.068 TV Loss: 0.825 Total Loss: 741.554 48%|####8 | 121/250 [01:13<01:20, 1.60it/s] CLIP Loss: 739.916 Range Loss: 0.055 TV Loss: 0.900 Total Loss: 740.871 49%|####8 | 122/250 [01:13<01:17, 1.66it/s] CLIP Loss: 740.566 Range Loss: 0.062 TV Loss: 0.948 Total Loss: 741.576 49%|####9 | 123/250 [01:14<01:15, 1.69it/s] CLIP Loss: 739.321 Range Loss: 0.068 TV Loss: 0.987 Total Loss: 740.376 50%|####9 | 124/250 [01:14<01:13, 1.71it/s] CLIP Loss: 738.142 Range Loss: 0.062 TV Loss: 1.095 Total Loss: 739.299 50%|##### | 125/250 [01:15<01:12, 1.74it/s] CLIP Loss: 738.341 Range Loss: 0.055 TV Loss: 1.196 Total Loss: 739.593 50%|##### | 126/250 [01:16<01:18, 1.59it/s] CLIP Loss: 737.028 Range Loss: 0.056 TV Loss: 1.295 Total Loss: 738.380 51%|##### | 127/250 [01:16<01:14, 1.65it/s] CLIP Loss: 737.312 Range Loss: 0.059 TV Loss: 1.374 Total Loss: 738.745 51%|#####1 | 128/250 [01:17<01:12, 1.69it/s] CLIP Loss: 736.832 Range Loss: 0.061 TV Loss: 1.509 Total Loss: 738.402 52%|#####1 | 129/250 [01:17<01:10, 1.73it/s] CLIP Loss: 735.617 Range Loss: 0.060 TV Loss: 1.624 Total Loss: 737.301 52%|#####2 | 130/250 [01:18<01:08, 1.74it/s] CLIP Loss: 731.271 Range Loss: 0.059 TV Loss: 1.735 Total Loss: 733.065 52%|#####2 | 131/250 [01:19<01:14, 1.59it/s] CLIP Loss: 734.046 Range Loss: 0.055 TV Loss: 1.844 Total Loss: 735.944 53%|#####2 | 132/250 [01:19<01:11, 1.65it/s] CLIP Loss: 736.201 Range Loss: 0.056 TV Loss: 1.960 Total Loss: 738.216 53%|#####3 | 133/250 [01:20<01:09, 1.69it/s] CLIP Loss: 731.382 Range Loss: 0.049 TV Loss: 2.088 Total Loss: 733.520 54%|#####3 | 134/250 [01:20<01:07, 1.72it/s] CLIP Loss: 733.392 Range Loss: 0.047 TV Loss: 2.295 Total Loss: 735.734 54%|#####4 | 135/250 [01:21<01:06, 1.74it/s] CLIP Loss: 737.313 Range Loss: 0.044 TV Loss: 2.479 Total Loss: 739.837 54%|#####4 | 136/250 [01:22<01:11, 1.59it/s] CLIP Loss: 736.263 Range Loss: 0.045 TV Loss: 2.607 Total Loss: 738.916 55%|#####4 | 137/250 [01:22<01:08, 1.64it/s] CLIP Loss: 733.831 Range Loss: 0.047 TV Loss: 2.801 Total Loss: 736.680 55%|#####5 | 138/250 [01:23<01:06, 1.68it/s] CLIP Loss: 737.137 Range Loss: 0.044 TV Loss: 2.984 Total Loss: 740.165 56%|#####5 | 139/250 [01:23<01:04, 1.72it/s] CLIP Loss: 734.784 Range Loss: 0.043 TV Loss: 3.141 Total Loss: 737.968 56%|#####6 | 140/250 [01:24<01:03, 1.73it/s] CLIP Loss: 733.371 Range Loss: 0.046 TV Loss: 3.337 Total Loss: 736.755 56%|#####6 | 141/250 [01:25<01:08, 1.58it/s] CLIP Loss: 730.961 Range Loss: 0.044 TV Loss: 3.548 Total Loss: 734.553 57%|#####6 | 142/250 [01:25<01:05, 1.65it/s] CLIP Loss: 737.151 Range Loss: 0.045 TV Loss: 3.801 Total Loss: 740.998 57%|#####7 | 143/250 [01:26<01:03, 1.69it/s] CLIP Loss: 730.762 Range Loss: 0.047 TV Loss: 3.979 Total Loss: 734.788 58%|#####7 | 144/250 [01:26<01:01, 1.72it/s] CLIP Loss: 737.238 Range Loss: 0.043 TV Loss: 4.188 Total Loss: 741.468 58%|#####8 | 145/250 [01:27<01:00, 1.75it/s] CLIP Loss: 732.083 Range Loss: 0.041 TV Loss: 4.457 Total Loss: 736.581 58%|#####8 | 146/250 [01:28<01:04, 1.61it/s] CLIP Loss: 735.215 Range Loss: 0.038 TV Loss: 4.716 Total Loss: 739.969 59%|#####8 | 147/250 [01:28<01:01, 1.66it/s] CLIP Loss: 737.503 Range Loss: 0.038 TV Loss: 5.014 Total Loss: 742.555 59%|#####9 | 148/250 [01:29<01:00, 1.70it/s] CLIP Loss: 733.846 Range Loss: 0.036 TV Loss: 5.329 Total Loss: 739.212 60%|#####9 | 149/250 [01:29<00:58, 1.72it/s] CLIP Loss: 733.111 Range Loss: 0.035 TV Loss: 5.672 Total Loss: 738.818 60%|###### | 150/250 [01:30<00:57, 1.74it/s] CLIP Loss: 731.981 Range Loss: 0.035 TV Loss: 5.995 Total Loss: 738.011 60%|###### | 151/250 [01:31<01:02, 1.59it/s] CLIP Loss: 732.138 Range Loss: 0.036 TV Loss: 6.325 Total Loss: 738.500 61%|###### | 152/250 [01:31<00:59, 1.66it/s] CLIP Loss: 734.843 Range Loss: 0.035 TV Loss: 6.667 Total Loss: 741.545 61%|######1 | 153/250 [01:32<00:57, 1.70it/s] CLIP Loss: 733.327 Range Loss: 0.035 TV Loss: 7.057 Total Loss: 740.419 62%|######1 | 154/250 [01:32<00:55, 1.72it/s] CLIP Loss: 734.920 Range Loss: 0.032 TV Loss: 7.356 Total Loss: 742.307 62%|######2 | 155/250 [01:33<00:54, 1.74it/s] CLIP Loss: 733.366 Range Loss: 0.032 TV Loss: 7.800 Total Loss: 741.198 62%|######2 | 156/250 [01:34<00:59, 1.58it/s] CLIP Loss: 728.688 Range Loss: 0.031 TV Loss: 8.193 Total Loss: 736.912 63%|######2 | 157/250 [01:34<00:56, 1.65it/s] CLIP Loss: 730.951 Range Loss: 0.032 TV Loss: 8.652 Total Loss: 739.635 63%|######3 | 158/250 [01:35<00:54, 1.68it/s] CLIP Loss: 732.794 Range Loss: 0.033 TV Loss: 9.037 Total Loss: 741.864 64%|######3 | 159/250 [01:35<00:53, 1.71it/s] CLIP Loss: 738.146 Range Loss: 0.031 TV Loss: 9.552 Total Loss: 747.729 64%|######4 | 160/250 [01:36<00:51, 1.74it/s] CLIP Loss: 730.715 Range Loss: 0.031 TV Loss: 10.065 Total Loss: 740.811 64%|######4 | 161/250 [01:37<00:55, 1.59it/s] CLIP Loss: 731.233 Range Loss: 0.030 TV Loss: 10.604 Total Loss: 741.867 65%|######4 | 162/250 [01:37<00:53, 1.65it/s] CLIP Loss: 731.484 Range Loss: 0.029 TV Loss: 11.134 Total Loss: 742.646 65%|######5 | 163/250 [01:38<00:51, 1.69it/s] CLIP Loss: 732.386 Range Loss: 0.029 TV Loss: 11.686 Total Loss: 744.102 66%|######5 | 164/250 [01:38<00:49, 1.73it/s] CLIP Loss: 729.655 Range Loss: 0.028 TV Loss: 12.282 Total Loss: 741.965 66%|######6 | 165/250 [01:39<00:48, 1.75it/s] CLIP Loss: 730.082 Range Loss: 0.028 TV Loss: 13.028 Total Loss: 743.138 66%|######6 | 166/250 [01:40<00:52, 1.61it/s] CLIP Loss: 730.238 Range Loss: 0.028 TV Loss: 13.564 Total Loss: 743.830 67%|######6 | 167/250 [01:40<00:49, 1.66it/s] CLIP Loss: 732.139 Range Loss: 0.028 TV Loss: 14.196 Total Loss: 746.363 67%|######7 | 168/250 [01:41<00:48, 1.70it/s] CLIP Loss: 732.530 Range Loss: 0.029 TV Loss: 14.753 Total Loss: 747.313 68%|######7 | 169/250 [01:41<00:46, 1.73it/s] CLIP Loss: 734.109 Range Loss: 0.029 TV Loss: 15.389 Total Loss: 749.527 68%|######8 | 170/250 [01:42<00:45, 1.75it/s] CLIP Loss: 732.231 Range Loss: 0.028 TV Loss: 16.095 Total Loss: 748.354 68%|######8 | 171/250 [01:43<00:49, 1.58it/s] CLIP Loss: 735.435 Range Loss: 0.027 TV Loss: 16.797 Total Loss: 752.260 69%|######8 | 172/250 [01:43<00:47, 1.64it/s] CLIP Loss: 735.663 Range Loss: 0.026 TV Loss: 17.485 Total Loss: 753.174 69%|######9 | 173/250 [01:44<00:45, 1.69it/s] CLIP Loss: 733.189 Range Loss: 0.025 TV Loss: 18.129 Total Loss: 751.343 70%|######9 | 174/250 [01:44<00:44, 1.72it/s] CLIP Loss: 737.378 Range Loss: 0.025 TV Loss: 18.892 Total Loss: 756.295 70%|####### | 175/250 [01:45<00:43, 1.74it/s] CLIP Loss: 743.729 Range Loss: 0.024 TV Loss: 19.502 Total Loss: 763.256 70%|####### | 176/250 [01:45<00:46, 1.60it/s] CLIP Loss: 736.317 Range Loss: 0.025 TV Loss: 20.226 Total Loss: 756.567 71%|####### | 177/250 [01:46<00:44, 1.66it/s] CLIP Loss: 738.131 Range Loss: 0.025 TV Loss: 21.110 Total Loss: 759.266 71%|#######1 | 178/250 [01:47<00:42, 1.70it/s] CLIP Loss: 734.344 Range Loss: 0.025 TV Loss: 21.791 Total Loss: 756.160 72%|#######1 | 179/250 [01:47<00:41, 1.73it/s] CLIP Loss: 738.378 Range Loss: 0.025 TV Loss: 22.517 Total Loss: 760.919 72%|#######2 | 180/250 [01:48<00:39, 1.75it/s] CLIP Loss: 739.009 Range Loss: 0.024 TV Loss: 23.428 Total Loss: 762.461 72%|#######2 | 181/250 [01:48<00:43, 1.59it/s] CLIP Loss: 736.070 Range Loss: 0.024 TV Loss: 24.189 Total Loss: 760.283 73%|#######2 | 182/250 [01:49<00:41, 1.64it/s] CLIP Loss: 739.139 Range Loss: 0.024 TV Loss: 25.028 Total Loss: 764.190 73%|#######3 | 183/250 [01:50<00:39, 1.68it/s] CLIP Loss: 734.821 Range Loss: 0.023 TV Loss: 25.737 Total Loss: 760.581 74%|#######3 | 184/250 [01:50<00:38, 1.72it/s] CLIP Loss: 733.371 Range Loss: 0.022 TV Loss: 26.444 Total Loss: 759.837 74%|#######4 | 185/250 [01:51<00:37, 1.74it/s] CLIP Loss: 731.691 Range Loss: 0.023 TV Loss: 27.222 Total Loss: 758.937 74%|#######4 | 186/250 [01:51<00:40, 1.59it/s] CLIP Loss: 732.303 Range Loss: 0.023 TV Loss: 28.069 Total Loss: 760.395 75%|#######4 | 187/250 [01:52<00:38, 1.65it/s] CLIP Loss: 733.374 Range Loss: 0.022 TV Loss: 28.795 Total Loss: 762.191 75%|#######5 | 188/250 [01:53<00:36, 1.69it/s] CLIP Loss: 734.869 Range Loss: 0.023 TV Loss: 29.550 Total Loss: 764.443 76%|#######5 | 189/250 [01:53<00:35, 1.72it/s] CLIP Loss: 736.071 Range Loss: 0.023 TV Loss: 30.329 Total Loss: 766.423 76%|#######6 | 190/250 [01:54<00:34, 1.75it/s] CLIP Loss: 734.536 Range Loss: 0.021 TV Loss: 31.049 Total Loss: 765.607 76%|#######6 | 191/250 [01:54<00:36, 1.61it/s] CLIP Loss: 736.104 Range Loss: 0.021 TV Loss: 31.932 Total Loss: 768.057 77%|#######6 | 192/250 [01:55<00:34, 1.66it/s] CLIP Loss: 736.149 Range Loss: 0.022 TV Loss: 32.699 Total Loss: 768.870 77%|#######7 | 193/250 [01:56<00:33, 1.70it/s] CLIP Loss: 735.689 Range Loss: 0.023 TV Loss: 33.504 Total Loss: 769.216 78%|#######7 | 194/250 [01:56<00:32, 1.73it/s] CLIP Loss: 735.806 Range Loss: 0.022 TV Loss: 34.144 Total Loss: 769.972 78%|#######8 | 195/250 [01:57<00:31, 1.75it/s] CLIP Loss: 734.878 Range Loss: 0.022 TV Loss: 34.801 Total Loss: 769.701 78%|#######8 | 196/250 [01:57<00:33, 1.60it/s] CLIP Loss: 736.200 Range Loss: 0.023 TV Loss: 35.473 Total Loss: 771.696 79%|#######8 | 197/250 [01:58<00:32, 1.65it/s] CLIP Loss: 738.224 Range Loss: 0.023 TV Loss: 36.168 Total Loss: 774.415 79%|#######9 | 198/250 [01:59<00:31, 1.67it/s] CLIP Loss: 735.848 Range Loss: 0.022 TV Loss: 36.751 Total Loss: 772.621 80%|#######9 | 199/250 [01:59<00:30, 1.70it/s] CLIP Loss: 737.492 Range Loss: 0.021 TV Loss: 37.205 Total Loss: 774.718 80%|######## | 200/250 [02:00<00:29, 1.72it/s] CLIP Loss: 736.565 Range Loss: 0.020 TV Loss: 37.546 Total Loss: 774.132 80%|######## | 201/250 [02:00<00:30, 1.60it/s] CLIP Loss: 736.729 Range Loss: 0.019 TV Loss: 37.955 Total Loss: 774.703 81%|######## | 202/250 [02:01<00:28, 1.66it/s] CLIP Loss: 734.296 Range Loss: 0.020 TV Loss: 38.362 Total Loss: 772.678 81%|########1 | 203/250 [02:01<00:27, 1.69it/s] CLIP Loss: 734.872 Range Loss: 0.019 TV Loss: 38.652 Total Loss: 773.544 82%|########1 | 204/250 [02:02<00:26, 1.73it/s] CLIP Loss: 735.421 Range Loss: 0.019 TV Loss: 38.898 Total Loss: 774.338 82%|########2 | 205/250 [02:03<00:25, 1.75it/s] CLIP Loss: 733.915 Range Loss: 0.019 TV Loss: 39.116 Total Loss: 773.050 82%|########2 | 206/250 [02:03<00:27, 1.59it/s] CLIP Loss: 734.604 Range Loss: 0.019 TV Loss: 39.167 Total Loss: 773.790 83%|########2 | 207/250 [02:04<00:26, 1.65it/s] CLIP Loss: 730.029 Range Loss: 0.018 TV Loss: 39.196 Total Loss: 769.242 83%|########3 | 208/250 [02:04<00:24, 1.68it/s] CLIP Loss: 733.105 Range Loss: 0.017 TV Loss: 39.349 Total Loss: 772.471 84%|########3 | 209/250 [02:05<00:23, 1.71it/s] CLIP Loss: 735.137 Range Loss: 0.017 TV Loss: 39.312 Total Loss: 774.466 84%|########4 | 210/250 [02:06<00:22, 1.74it/s] CLIP Loss: 735.122 Range Loss: 0.017 TV Loss: 39.349 Total Loss: 774.488 84%|########4 | 211/250 [02:06<00:24, 1.62it/s] CLIP Loss: 734.825 Range Loss: 0.017 TV Loss: 39.205 Total Loss: 774.048 85%|########4 | 212/250 [02:07<00:22, 1.67it/s] CLIP Loss: 733.169 Range Loss: 0.017 TV Loss: 38.981 Total Loss: 772.167 85%|########5 | 213/250 [02:07<00:21, 1.70it/s] CLIP Loss: 732.785 Range Loss: 0.017 TV Loss: 38.738 Total Loss: 771.541 86%|########5 | 214/250 [02:08<00:20, 1.72it/s] CLIP Loss: 731.896 Range Loss: 0.016 TV Loss: 38.528 Total Loss: 770.440 86%|########6 | 215/250 [02:09<00:20, 1.73it/s] CLIP Loss: 733.531 Range Loss: 0.015 TV Loss: 38.103 Total Loss: 771.650 86%|########6 | 216/250 [02:09<00:21, 1.60it/s] CLIP Loss: 733.010 Range Loss: 0.016 TV Loss: 37.643 Total Loss: 770.670 87%|########6 | 217/250 [02:10<00:19, 1.66it/s] CLIP Loss: 732.004 Range Loss: 0.016 TV Loss: 37.101 Total Loss: 769.121 87%|########7 | 218/250 [02:10<00:18, 1.69it/s] CLIP Loss: 728.174 Range Loss: 0.015 TV Loss: 36.455 Total Loss: 764.644 88%|########7 | 219/250 [02:11<00:18, 1.71it/s] CLIP Loss: 732.638 Range Loss: 0.016 TV Loss: 35.844 Total Loss: 768.498 88%|########8 | 220/250 [02:12<00:17, 1.73it/s] CLIP Loss: 733.635 Range Loss: 0.016 TV Loss: 35.193 Total Loss: 768.844 88%|########8 | 221/250 [02:12<00:18, 1.60it/s] CLIP Loss: 730.419 Range Loss: 0.016 TV Loss: 34.346 Total Loss: 764.780 89%|########8 | 222/250 [02:13<00:16, 1.65it/s] CLIP Loss: 734.554 Range Loss: 0.015 TV Loss: 33.504 Total Loss: 768.073 89%|########9 | 223/250 [02:13<00:15, 1.69it/s] CLIP Loss: 730.554 Range Loss: 0.016 TV Loss: 32.604 Total Loss: 763.174 90%|########9 | 224/250 [02:14<00:15, 1.72it/s] CLIP Loss: 731.243 Range Loss: 0.015 TV Loss: 31.628 Total Loss: 762.886 90%|######### | 225/250 [02:15<00:14, 1.74it/s] CLIP Loss: 730.619 Range Loss: 0.015 TV Loss: 30.573 Total Loss: 761.206 90%|######### | 226/250 [02:15<00:14, 1.61it/s] CLIP Loss: 729.447 Range Loss: 0.015 TV Loss: 29.429 Total Loss: 758.891 91%|######### | 227/250 [02:16<00:13, 1.67it/s] CLIP Loss: 727.118 Range Loss: 0.014 TV Loss: 28.283 Total Loss: 755.415 91%|#########1| 228/250 [02:16<00:12, 1.71it/s] CLIP Loss: 728.463 Range Loss: 0.014 TV Loss: 27.050 Total Loss: 755.527 92%|#########1| 229/250 [02:17<00:12, 1.73it/s] CLIP Loss: 729.391 Range Loss: 0.014 TV Loss: 25.687 Total Loss: 755.091 92%|#########2| 230/250 [02:17<00:11, 1.75it/s] CLIP Loss: 727.782 Range Loss: 0.014 TV Loss: 24.391 Total Loss: 752.187 92%|#########2| 231/250 [02:18<00:11, 1.61it/s] CLIP Loss: 729.007 Range Loss: 0.014 TV Loss: 23.081 Total Loss: 752.101 93%|#########2| 232/250 [02:19<00:10, 1.67it/s] CLIP Loss: 729.147 Range Loss: 0.013 TV Loss: 21.723 Total Loss: 750.883 93%|#########3| 233/250 [02:19<00:09, 1.71it/s] CLIP Loss: 727.226 Range Loss: 0.013 TV Loss: 20.359 Total Loss: 747.598 94%|#########3| 234/250 [02:20<00:09, 1.74it/s] CLIP Loss: 729.376 Range Loss: 0.012 TV Loss: 18.950 Total Loss: 748.339 94%|#########3| 235/250 [02:20<00:08, 1.76it/s] CLIP Loss: 731.542 Range Loss: 0.012 TV Loss: 17.567 Total Loss: 749.121 94%|#########4| 236/250 [02:21<00:08, 1.61it/s] CLIP Loss: 730.560 Range Loss: 0.012 TV Loss: 16.137 Total Loss: 746.709 95%|#########4| 237/250 [02:22<00:07, 1.67it/s] CLIP Loss: 732.840 Range Loss: 0.012 TV Loss: 14.766 Total Loss: 747.618 95%|#########5| 238/250 [02:22<00:07, 1.71it/s] CLIP Loss: 731.749 Range Loss: 0.011 TV Loss: 13.400 Total Loss: 745.160 96%|#########5| 239/250 [02:23<00:06, 1.73it/s] CLIP Loss: 731.290 Range Loss: 0.011 TV Loss: 12.089 Total Loss: 743.390 96%|#########6| 240/250 [02:23<00:05, 1.75it/s] CLIP Loss: 734.495 Range Loss: 0.011 TV Loss: 10.817 Total Loss: 745.322 96%|#########6| 241/250 [02:24<00:05, 1.62it/s] CLIP Loss: 731.565 Range Loss: 0.011 TV Loss: 9.614 Total Loss: 741.190 97%|#########6| 242/250 [02:25<00:04, 1.66it/s] CLIP Loss: 734.476 Range Loss: 0.010 TV Loss: 8.467 Total Loss: 742.953 97%|#########7| 243/250 [02:25<00:04, 1.71it/s] CLIP Loss: 738.150 Range Loss: 0.010 TV Loss: 7.369 Total Loss: 745.529 98%|#########7| 244/250 [02:26<00:03, 1.74it/s] CLIP Loss: 733.255 Range Loss: 0.009 TV Loss: 6.392 Total Loss: 739.656 98%|#########8| 245/250 [02:26<00:02, 1.75it/s] CLIP Loss: 741.232 Range Loss: 0.009 TV Loss: 5.486 Total Loss: 746.727 98%|#########8| 246/250 [02:27<00:02, 1.58it/s] CLIP Loss: 742.959 Range Loss: 0.009 TV Loss: 4.705 Total Loss: 747.672 99%|#########8| 247/250 [02:28<00:01, 1.65it/s] CLIP Loss: 740.468 Range Loss: 0.009 TV Loss: 4.049 Total Loss: 744.526 99%|#########9| 248/250 [02:28<00:01, 1.70it/s] CLIP Loss: 746.546 Range Loss: 0.008 TV Loss: 3.540 Total Loss: 750.094 100%|#########9| 249/250 [02:29<00:00, 1.72it/s] CLIP Loss: 739.708 Range Loss: 0.008 TV Loss: 3.159 Total Loss: 742.875 100%|##########| 250/250 [02:29<00:00, 1.61it/s] 100%|##########| 250/250 [02:29<00:00, 1.67it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDql4gpfp7c5guhasua25t6ceczqStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- [insert unmerited criticism from a hacker news comment here]
- respace
- 250
- tv_scale
- "150"
- sat_scale
- "0"
- range_scale
- "50"
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "[insert unmerited criticism from a hacker news comment here]", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "[insert unmerited criticism from a hacker news comment here]", respace: "250", tv_scale: "150", sat_scale: "0", range_scale: "50", use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "[insert unmerited criticism from a hacker news comment here]", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "[insert unmerited criticism from a hacker news comment here]", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="[insert unmerited criticism from a hacker news comment here]"' \ -i 'respace="250"' \ -i 'tv_scale="150"' \ -i 'sat_scale="0"' \ -i 'range_scale="50"' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "[insert unmerited criticism from a hacker news comment here]", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-15T16:28:21.297711Z", "created_at": "2021-10-15T16:25:48.424900Z", "data_removed": false, "error": null, "id": "ql4gpfp7c5guhasua25t6ceczq", "input": { "seed": "0", "prompt": "[insert unmerited criticism from a hacker news comment here]", "respace": "250", "tv_scale": "150", "sat_scale": "0", "range_scale": "50", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 921.024\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 929.104\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:42, 1.53it/s]\nCLIP Loss: 917.099\tRange Loss: 0.000\tTV Loss: 4.917\tTotal Loss: 922.017\n\n 1%| | 2/250 [00:01<02:22, 1.74it/s]\nCLIP Loss: 907.085\tRange Loss: 0.000\tTV Loss: 5.818\tTotal Loss: 912.904\n\n 1%|1 | 3/250 [00:01<02:16, 1.81it/s]\nCLIP Loss: 906.320\tRange Loss: 0.000\tTV Loss: 8.320\tTotal Loss: 914.641\n\n 2%|1 | 4/250 [00:02<02:13, 1.84it/s]\nCLIP Loss: 902.503\tRange Loss: 0.000\tTV Loss: 7.166\tTotal Loss: 909.669\n\n 2%|2 | 5/250 [00:02<02:11, 1.86it/s]\nCLIP Loss: 904.994\tRange Loss: 0.000\tTV Loss: 5.438\tTotal Loss: 910.432\n\n 2%|2 | 6/250 [00:03<02:27, 1.66it/s]\nCLIP Loss: 902.975\tRange Loss: 0.000\tTV Loss: 4.261\tTotal Loss: 907.237\n\n 3%|2 | 7/250 [00:04<02:20, 1.73it/s]\nCLIP Loss: 902.122\tRange Loss: 0.000\tTV Loss: 4.850\tTotal Loss: 906.972\n\n 3%|3 | 8/250 [00:04<02:20, 1.73it/s]\nCLIP Loss: 899.520\tRange Loss: 0.000\tTV Loss: 3.620\tTotal Loss: 903.141\n\n 4%|3 | 9/250 [00:05<02:16, 1.77it/s]\nCLIP Loss: 909.813\tRange Loss: 0.000\tTV Loss: 4.308\tTotal Loss: 914.121\n\n 4%|4 | 10/250 [00:05<02:12, 1.81it/s]\nCLIP Loss: 900.388\tRange Loss: 0.000\tTV Loss: 5.136\tTotal Loss: 905.524\n\n 4%|4 | 11/250 [00:06<02:22, 1.67it/s]\nCLIP Loss: 900.519\tRange Loss: 0.000\tTV Loss: 4.725\tTotal Loss: 905.244\n\n 5%|4 | 12/250 [00:06<02:16, 1.74it/s]\nCLIP Loss: 903.174\tRange Loss: 0.000\tTV Loss: 3.202\tTotal Loss: 906.377\n\n 5%|5 | 13/250 [00:07<02:12, 1.79it/s]\nCLIP Loss: 902.986\tRange Loss: 0.000\tTV Loss: 2.909\tTotal Loss: 905.895\n\n 6%|5 | 14/250 [00:07<02:09, 1.82it/s]\nCLIP Loss: 901.693\tRange Loss: 0.000\tTV Loss: 3.562\tTotal Loss: 905.255\n\n 6%|6 | 15/250 [00:08<02:08, 1.83it/s]\nCLIP Loss: 902.760\tRange Loss: 0.000\tTV Loss: 4.354\tTotal Loss: 907.114\n\n 6%|6 | 16/250 [00:09<02:18, 1.69it/s]\nCLIP Loss: 902.560\tRange Loss: 0.000\tTV Loss: 3.300\tTotal Loss: 905.860\n\n 7%|6 | 17/250 [00:09<02:13, 1.75it/s]\nCLIP Loss: 898.692\tRange Loss: 0.000\tTV Loss: 3.930\tTotal Loss: 902.622\n\n 7%|7 | 18/250 [00:10<02:10, 1.78it/s]\nCLIP Loss: 901.520\tRange Loss: 0.000\tTV Loss: 2.633\tTotal Loss: 904.153\n\n 8%|7 | 19/250 [00:10<02:07, 1.81it/s]\nCLIP Loss: 896.012\tRange Loss: 0.000\tTV Loss: 2.349\tTotal Loss: 898.360\n\n 8%|8 | 20/250 [00:11<02:05, 1.84it/s]\nCLIP Loss: 895.299\tRange Loss: 0.000\tTV Loss: 1.949\tTotal Loss: 897.248\n\n 8%|8 | 21/250 [00:11<02:16, 1.68it/s]\nCLIP Loss: 894.246\tRange Loss: 0.000\tTV Loss: 1.745\tTotal Loss: 895.991\n\n 9%|8 | 22/250 [00:12<02:10, 1.75it/s]\nCLIP Loss: 895.235\tRange Loss: 0.000\tTV Loss: 1.977\tTotal Loss: 897.212\n\n 9%|9 | 23/250 [00:13<02:06, 1.79it/s]\nCLIP Loss: 894.635\tRange Loss: 0.000\tTV Loss: 1.964\tTotal Loss: 896.599\n\n 10%|9 | 24/250 [00:13<02:04, 1.82it/s]\nCLIP Loss: 891.511\tRange Loss: 0.000\tTV Loss: 2.164\tTotal Loss: 893.675\n\n 10%|# | 25/250 [00:14<02:02, 1.84it/s]\nCLIP Loss: 893.062\tRange Loss: 0.000\tTV Loss: 2.122\tTotal Loss: 895.183\n\n 10%|# | 26/250 [00:14<02:14, 1.67it/s]\nCLIP Loss: 894.597\tRange Loss: 0.000\tTV Loss: 1.804\tTotal Loss: 896.401\n\n 11%|# | 27/250 [00:15<02:08, 1.73it/s]\nCLIP Loss: 890.241\tRange Loss: 0.000\tTV Loss: 1.183\tTotal Loss: 891.423\n\n 11%|#1 | 28/250 [00:15<02:04, 1.78it/s]\nCLIP Loss: 890.550\tRange Loss: 0.000\tTV Loss: 1.212\tTotal Loss: 891.762\n\n 12%|#1 | 29/250 [00:16<02:01, 1.81it/s]\nCLIP Loss: 891.633\tRange Loss: 0.000\tTV Loss: 0.977\tTotal Loss: 892.610\n\n 12%|#2 | 30/250 [00:16<02:00, 1.83it/s]\nCLIP Loss: 893.077\tRange Loss: 0.000\tTV Loss: 0.811\tTotal Loss: 893.888\n\n 12%|#2 | 31/250 [00:17<02:12, 1.65it/s]\nCLIP Loss: 895.834\tRange Loss: 0.000\tTV Loss: 0.900\tTotal Loss: 896.735\n\n 13%|#2 | 32/250 [00:18<02:08, 1.70it/s]\nCLIP Loss: 893.362\tRange Loss: 0.000\tTV Loss: 0.902\tTotal Loss: 894.263\n\n 13%|#3 | 33/250 [00:18<02:04, 1.74it/s]\nCLIP Loss: 894.182\tRange Loss: 0.000\tTV Loss: 0.671\tTotal Loss: 894.854\n\n 14%|#3 | 34/250 [00:19<02:01, 1.78it/s]\nCLIP Loss: 895.940\tRange Loss: 0.000\tTV Loss: 0.813\tTotal Loss: 896.754\n\n 14%|#4 | 35/250 [00:19<01:59, 1.80it/s]\nCLIP Loss: 892.689\tRange Loss: 0.000\tTV Loss: 0.618\tTotal Loss: 893.308\n\n 14%|#4 | 36/250 [00:20<02:11, 1.63it/s]\nCLIP Loss: 893.885\tRange Loss: 0.000\tTV Loss: 0.697\tTotal Loss: 894.582\n\n 15%|#4 | 37/250 [00:21<02:05, 1.70it/s]\nCLIP Loss: 893.477\tRange Loss: 0.000\tTV Loss: 0.617\tTotal Loss: 894.095\n\n 15%|#5 | 38/250 [00:21<02:01, 1.74it/s]\nCLIP Loss: 893.271\tRange Loss: 0.000\tTV Loss: 0.487\tTotal Loss: 893.758\n\n 16%|#5 | 39/250 [00:22<01:58, 1.78it/s]\nCLIP Loss: 897.986\tRange Loss: 0.000\tTV Loss: 0.311\tTotal Loss: 898.297\n\n 16%|#6 | 40/250 [00:22<01:55, 1.81it/s]\nCLIP Loss: 893.983\tRange Loss: 0.000\tTV Loss: 0.490\tTotal Loss: 894.473\n\n 16%|#6 | 41/250 [00:23<02:06, 1.65it/s]\nCLIP Loss: 892.270\tRange Loss: 0.000\tTV Loss: 0.395\tTotal Loss: 892.665\n\n 17%|#6 | 42/250 [00:23<02:00, 1.72it/s]\nCLIP Loss: 891.820\tRange Loss: 0.000\tTV Loss: 0.341\tTotal Loss: 892.162\n\n 17%|#7 | 43/250 [00:24<01:57, 1.77it/s]\nCLIP Loss: 895.320\tRange Loss: 0.000\tTV Loss: 0.258\tTotal Loss: 895.578\n\n 18%|#7 | 44/250 [00:25<01:54, 1.80it/s]\nCLIP Loss: 897.469\tRange Loss: 0.000\tTV Loss: 0.287\tTotal Loss: 897.756\n\n 18%|#8 | 45/250 [00:25<01:52, 1.82it/s]\nCLIP Loss: 893.753\tRange Loss: 0.000\tTV Loss: 0.282\tTotal Loss: 894.035\n\n 18%|#8 | 46/250 [00:26<02:04, 1.63it/s]\nCLIP Loss: 892.591\tRange Loss: 0.000\tTV Loss: 0.236\tTotal Loss: 892.827\n\n 19%|#8 | 47/250 [00:26<01:59, 1.69it/s]\nCLIP Loss: 891.807\tRange Loss: 0.000\tTV Loss: 0.256\tTotal Loss: 892.063\n\n 19%|#9 | 48/250 [00:27<01:55, 1.75it/s]\nCLIP Loss: 888.177\tRange Loss: 0.000\tTV Loss: 0.283\tTotal Loss: 888.461\n\n 20%|#9 | 49/250 [00:27<01:52, 1.79it/s]\nCLIP Loss: 886.579\tRange Loss: 0.000\tTV Loss: 0.307\tTotal Loss: 886.885\n\n 20%|## | 50/250 [00:28<01:50, 1.82it/s]\nCLIP Loss: 887.658\tRange Loss: 0.000\tTV Loss: 0.239\tTotal Loss: 887.897\n\n 20%|## | 51/250 [00:29<02:03, 1.62it/s]\nCLIP Loss: 887.174\tRange Loss: 0.000\tTV Loss: 0.303\tTotal Loss: 887.477\n\n 21%|## | 52/250 [00:29<01:57, 1.69it/s]\nCLIP Loss: 887.582\tRange Loss: 0.000\tTV Loss: 0.268\tTotal Loss: 887.850\n\n 21%|##1 | 53/250 [00:30<01:53, 1.74it/s]\nCLIP Loss: 892.864\tRange Loss: 0.000\tTV Loss: 0.179\tTotal Loss: 893.043\n\n 22%|##1 | 54/250 [00:30<01:49, 1.78it/s]\nCLIP Loss: 885.406\tRange Loss: 0.000\tTV Loss: 0.247\tTotal Loss: 885.653\n\n 22%|##2 | 55/250 [00:31<01:47, 1.81it/s]\nCLIP Loss: 888.930\tRange Loss: 0.000\tTV Loss: 0.148\tTotal Loss: 889.078\n\n 22%|##2 | 56/250 [00:32<02:03, 1.58it/s]\nCLIP Loss: 887.618\tRange Loss: 0.000\tTV Loss: 0.133\tTotal Loss: 887.751\n\n 23%|##2 | 57/250 [00:32<01:56, 1.66it/s]\nCLIP Loss: 886.715\tRange Loss: 0.000\tTV Loss: 0.127\tTotal Loss: 886.842\n\n 23%|##3 | 58/250 [00:33<01:51, 1.72it/s]\nCLIP Loss: 890.223\tRange Loss: 0.000\tTV Loss: 0.094\tTotal Loss: 890.317\n\n 24%|##3 | 59/250 [00:33<01:48, 1.76it/s]\nCLIP Loss: 886.135\tRange Loss: 0.000\tTV Loss: 0.105\tTotal Loss: 886.240\n\n 24%|##4 | 60/250 [00:34<01:46, 1.79it/s]\nCLIP Loss: 886.788\tRange Loss: 0.000\tTV Loss: 0.090\tTotal Loss: 886.878\n\n 24%|##4 | 61/250 [00:35<02:05, 1.50it/s]\nCLIP Loss: 886.649\tRange Loss: 0.000\tTV Loss: 0.107\tTotal Loss: 886.756\n\n 25%|##4 | 62/250 [00:35<01:58, 1.59it/s]\nCLIP Loss: 883.705\tRange Loss: 0.000\tTV Loss: 0.106\tTotal Loss: 883.812\n\n 25%|##5 | 63/250 [00:36<01:52, 1.67it/s]\nCLIP Loss: 885.460\tRange Loss: 0.000\tTV Loss: 0.102\tTotal Loss: 885.563\n\n 26%|##5 | 64/250 [00:36<01:48, 1.71it/s]\nCLIP Loss: 886.963\tRange Loss: 0.000\tTV Loss: 0.085\tTotal Loss: 887.048\n\n 26%|##6 | 65/250 [00:37<01:45, 1.75it/s]\nCLIP Loss: 882.206\tRange Loss: 0.000\tTV Loss: 0.099\tTotal Loss: 882.305\n\n 26%|##6 | 66/250 [00:38<02:02, 1.50it/s]\nCLIP Loss: 877.765\tRange Loss: 0.000\tTV Loss: 0.105\tTotal Loss: 877.871\n\n 27%|##6 | 67/250 [00:38<01:54, 1.60it/s]\nCLIP Loss: 877.764\tRange Loss: 0.000\tTV Loss: 0.100\tTotal Loss: 877.864\n\n 27%|##7 | 68/250 [00:39<01:48, 1.67it/s]\nCLIP Loss: 871.270\tRange Loss: 0.000\tTV Loss: 0.102\tTotal Loss: 871.372\n\n 28%|##7 | 69/250 [00:39<01:45, 1.72it/s]\nCLIP Loss: 874.388\tRange Loss: 0.000\tTV Loss: 0.122\tTotal Loss: 874.510\n\n 28%|##8 | 70/250 [00:40<01:41, 1.77it/s]\nCLIP Loss: 870.816\tRange Loss: 0.000\tTV Loss: 0.074\tTotal Loss: 870.890\n\n 28%|##8 | 71/250 [00:41<01:56, 1.53it/s]\nCLIP Loss: 867.649\tRange Loss: 0.000\tTV Loss: 0.070\tTotal Loss: 867.719\n\n 29%|##8 | 72/250 [00:41<01:49, 1.62it/s]\nCLIP Loss: 867.842\tRange Loss: 0.000\tTV Loss: 0.068\tTotal Loss: 867.911\n\n 29%|##9 | 73/250 [00:42<01:44, 1.69it/s]\nCLIP Loss: 875.641\tRange Loss: 0.000\tTV Loss: 0.049\tTotal Loss: 875.690\n\n 30%|##9 | 74/250 [00:42<01:41, 1.74it/s]\nCLIP Loss: 880.552\tRange Loss: 0.000\tTV Loss: 0.081\tTotal Loss: 880.633\n\n 30%|### | 75/250 [00:43<01:38, 1.77it/s]\nCLIP Loss: 874.339\tRange Loss: 0.000\tTV Loss: 0.056\tTotal Loss: 874.394\n\n 30%|### | 76/250 [00:44<01:52, 1.54it/s]\nCLIP Loss: 870.893\tRange Loss: 0.000\tTV Loss: 0.059\tTotal Loss: 870.952\n\n 31%|### | 77/250 [00:44<01:45, 1.63it/s]\nCLIP Loss: 869.664\tRange Loss: 0.000\tTV Loss: 0.053\tTotal Loss: 869.717\n\n 31%|###1 | 78/250 [00:45<01:42, 1.69it/s]\nCLIP Loss: 862.551\tRange Loss: 0.000\tTV Loss: 0.050\tTotal Loss: 862.600\n\n 32%|###1 | 79/250 [00:45<01:39, 1.72it/s]\nCLIP Loss: 863.920\tRange Loss: 0.000\tTV Loss: 0.049\tTotal Loss: 863.969\n\n 32%|###2 | 80/250 [00:46<01:36, 1.76it/s]\nCLIP Loss: 859.996\tRange Loss: 0.000\tTV Loss: 0.083\tTotal Loss: 860.079\n\n 32%|###2 | 81/250 [00:47<01:52, 1.51it/s]\nCLIP Loss: 852.218\tRange Loss: 0.000\tTV Loss: 0.104\tTotal Loss: 852.322\n\n 33%|###2 | 82/250 [00:47<01:44, 1.60it/s]\nCLIP Loss: 846.262\tRange Loss: 0.000\tTV Loss: 0.059\tTotal Loss: 846.320\n\n 33%|###3 | 83/250 [00:48<01:40, 1.67it/s]\nCLIP Loss: 856.995\tRange Loss: 0.000\tTV Loss: 0.160\tTotal Loss: 857.155\n\n 34%|###3 | 84/250 [00:48<01:38, 1.68it/s]\nCLIP Loss: 852.042\tRange Loss: 0.000\tTV Loss: 0.072\tTotal Loss: 852.113\n\n 34%|###4 | 85/250 [00:49<01:35, 1.73it/s]\nCLIP Loss: 850.106\tRange Loss: 0.000\tTV Loss: 0.076\tTotal Loss: 850.182\n\n 34%|###4 | 86/250 [00:50<01:48, 1.51it/s]\nCLIP Loss: 840.293\tRange Loss: 0.000\tTV Loss: 0.121\tTotal Loss: 840.415\n\n 35%|###4 | 87/250 [00:50<01:41, 1.61it/s]\nCLIP Loss: 847.111\tRange Loss: 0.000\tTV Loss: 0.039\tTotal Loss: 847.149\n\n 35%|###5 | 88/250 [00:51<01:37, 1.66it/s]\nCLIP Loss: 856.267\tRange Loss: 0.000\tTV Loss: 0.333\tTotal Loss: 856.600\n\n 36%|###5 | 89/250 [00:52<01:33, 1.71it/s]\nCLIP Loss: 845.915\tRange Loss: 0.000\tTV Loss: 0.151\tTotal Loss: 846.066\n\n 36%|###6 | 90/250 [00:52<01:31, 1.75it/s]\nCLIP Loss: 847.726\tRange Loss: 0.000\tTV Loss: 0.164\tTotal Loss: 847.889\n\n 36%|###6 | 91/250 [00:53<01:46, 1.49it/s]\nCLIP Loss: 839.821\tRange Loss: 0.000\tTV Loss: 0.145\tTotal Loss: 839.966\n\n 37%|###6 | 92/250 [00:53<01:40, 1.58it/s]\nCLIP Loss: 836.432\tRange Loss: 0.000\tTV Loss: 0.207\tTotal Loss: 836.639\n\n 37%|###7 | 93/250 [00:54<01:35, 1.65it/s]\nCLIP Loss: 830.350\tRange Loss: 0.000\tTV Loss: 0.195\tTotal Loss: 830.546\n\n 38%|###7 | 94/250 [00:55<01:31, 1.70it/s]\nCLIP Loss: 835.577\tRange Loss: 0.000\tTV Loss: 0.272\tTotal Loss: 835.849\n\n 38%|###8 | 95/250 [00:55<01:28, 1.74it/s]\nCLIP Loss: 840.178\tRange Loss: 0.000\tTV Loss: 0.236\tTotal Loss: 840.414\n\n 38%|###8 | 96/250 [00:56<01:41, 1.52it/s]\nCLIP Loss: 842.318\tRange Loss: 0.000\tTV Loss: 0.223\tTotal Loss: 842.541\n\n 39%|###8 | 97/250 [00:57<01:35, 1.60it/s]\nCLIP Loss: 842.791\tRange Loss: 0.000\tTV Loss: 0.238\tTotal Loss: 843.029\n\n 39%|###9 | 98/250 [00:57<01:31, 1.67it/s]\nCLIP Loss: 840.890\tRange Loss: 0.000\tTV Loss: 0.291\tTotal Loss: 841.180\n\n 40%|###9 | 99/250 [00:58<01:27, 1.72it/s]\nCLIP Loss: 832.506\tRange Loss: 0.000\tTV Loss: 0.261\tTotal Loss: 832.768\n\n 40%|#### | 100/250 [00:58<01:26, 1.74it/s]\nCLIP Loss: 834.354\tRange Loss: 0.000\tTV Loss: 0.308\tTotal Loss: 834.663\n\n 40%|#### | 101/250 [00:59<01:38, 1.52it/s]\nCLIP Loss: 842.443\tRange Loss: 0.000\tTV Loss: 0.345\tTotal Loss: 842.788\n\n 41%|#### | 102/250 [01:00<01:32, 1.60it/s]\nCLIP Loss: 848.082\tRange Loss: 0.000\tTV Loss: 0.372\tTotal Loss: 848.455\n\n 41%|####1 | 103/250 [01:00<01:28, 1.66it/s]\nCLIP Loss: 840.532\tRange Loss: 0.000\tTV Loss: 0.443\tTotal Loss: 840.975\n\n 42%|####1 | 104/250 [01:01<01:25, 1.71it/s]\nCLIP Loss: 841.738\tRange Loss: 0.000\tTV Loss: 0.515\tTotal Loss: 842.253\n\n 42%|####2 | 105/250 [01:01<01:23, 1.73it/s]\nCLIP Loss: 841.995\tRange Loss: 0.000\tTV Loss: 0.554\tTotal Loss: 842.549\n\n 42%|####2 | 106/250 [01:02<01:38, 1.47it/s]\nCLIP Loss: 838.848\tRange Loss: 0.000\tTV Loss: 0.558\tTotal Loss: 839.406\n\n 43%|####2 | 107/250 [01:03<01:31, 1.57it/s]\nCLIP Loss: 840.507\tRange Loss: 0.000\tTV Loss: 0.603\tTotal Loss: 841.110\n\n 43%|####3 | 108/250 [01:03<01:26, 1.64it/s]\nCLIP Loss: 839.433\tRange Loss: 0.000\tTV Loss: 0.609\tTotal Loss: 840.042\n\n 44%|####3 | 109/250 [01:04<01:23, 1.69it/s]\nCLIP Loss: 842.242\tRange Loss: 0.000\tTV Loss: 0.651\tTotal Loss: 842.893\n\n 44%|####4 | 110/250 [01:04<01:21, 1.73it/s]\nCLIP Loss: 836.720\tRange Loss: 0.000\tTV Loss: 0.668\tTotal Loss: 837.388\n\n 44%|####4 | 111/250 [01:05<01:31, 1.52it/s]\nCLIP Loss: 834.702\tRange Loss: 0.000\tTV Loss: 0.708\tTotal Loss: 835.410\n\n 45%|####4 | 112/250 [01:06<01:25, 1.61it/s]\nCLIP Loss: 839.018\tRange Loss: 0.000\tTV Loss: 0.718\tTotal Loss: 839.735\n\n 45%|####5 | 113/250 [01:06<01:23, 1.65it/s]\nCLIP Loss: 842.147\tRange Loss: 0.000\tTV Loss: 0.799\tTotal Loss: 842.946\n\n 46%|####5 | 114/250 [01:07<01:19, 1.70it/s]\nCLIP Loss: 835.798\tRange Loss: 0.000\tTV Loss: 0.838\tTotal Loss: 836.636\n\n 46%|####6 | 115/250 [01:07<01:17, 1.74it/s]\nCLIP Loss: 832.111\tRange Loss: 0.000\tTV Loss: 0.867\tTotal Loss: 832.978\n\n 46%|####6 | 116/250 [01:08<01:27, 1.53it/s]\nCLIP Loss: 830.015\tRange Loss: 0.000\tTV Loss: 0.882\tTotal Loss: 830.896\n\n 47%|####6 | 117/250 [01:09<01:22, 1.62it/s]\nCLIP Loss: 838.717\tRange Loss: 0.000\tTV Loss: 1.047\tTotal Loss: 839.763\n\n 47%|####7 | 118/250 [01:09<01:18, 1.68it/s]\nCLIP Loss: 833.192\tRange Loss: 0.000\tTV Loss: 1.175\tTotal Loss: 834.367\n\n 48%|####7 | 119/250 [01:10<01:16, 1.72it/s]\nCLIP Loss: 828.876\tRange Loss: 0.000\tTV Loss: 1.180\tTotal Loss: 830.056\n\n 48%|####8 | 120/250 [01:10<01:14, 1.74it/s]\nCLIP Loss: 829.247\tRange Loss: 0.000\tTV Loss: 1.197\tTotal Loss: 830.443\n\n 48%|####8 | 121/250 [01:11<01:24, 1.53it/s]\nCLIP Loss: 823.620\tRange Loss: 0.000\tTV Loss: 1.317\tTotal Loss: 824.937\n\n 49%|####8 | 122/250 [01:12<01:19, 1.61it/s]\nCLIP Loss: 827.044\tRange Loss: 0.000\tTV Loss: 1.388\tTotal Loss: 828.432\n\n 49%|####9 | 123/250 [01:12<01:16, 1.67it/s]\nCLIP Loss: 829.451\tRange Loss: 0.000\tTV Loss: 1.363\tTotal Loss: 830.815\n\n 50%|####9 | 124/250 [01:13<01:13, 1.71it/s]\nCLIP Loss: 826.998\tRange Loss: 0.000\tTV Loss: 1.392\tTotal Loss: 828.390\n\n 50%|##### | 125/250 [01:13<01:11, 1.74it/s]\nCLIP Loss: 827.250\tRange Loss: 0.000\tTV Loss: 1.491\tTotal Loss: 828.741\n\n 50%|##### | 126/250 [01:14<01:21, 1.53it/s]\nCLIP Loss: 828.799\tRange Loss: 0.000\tTV Loss: 1.704\tTotal Loss: 830.502\n\n 51%|##### | 127/250 [01:15<01:16, 1.61it/s]\nCLIP Loss: 827.156\tRange Loss: 0.000\tTV Loss: 1.811\tTotal Loss: 828.966\n\n 51%|#####1 | 128/250 [01:15<01:13, 1.66it/s]\nCLIP Loss: 823.956\tRange Loss: 0.000\tTV Loss: 2.008\tTotal Loss: 825.964\n\n 52%|#####1 | 129/250 [01:16<01:10, 1.71it/s]\nCLIP Loss: 827.280\tRange Loss: 0.000\tTV Loss: 2.159\tTotal Loss: 829.439\n\n 52%|#####2 | 130/250 [01:16<01:08, 1.74it/s]\nCLIP Loss: 824.734\tRange Loss: 0.000\tTV Loss: 2.146\tTotal Loss: 826.880\n\n 52%|#####2 | 131/250 [01:17<01:16, 1.56it/s]\nCLIP Loss: 829.216\tRange Loss: 0.000\tTV Loss: 2.310\tTotal Loss: 831.526\n\n 53%|#####2 | 132/250 [01:18<01:12, 1.63it/s]\nCLIP Loss: 828.307\tRange Loss: 0.000\tTV Loss: 2.218\tTotal Loss: 830.525\n\n 53%|#####3 | 133/250 [01:18<01:09, 1.68it/s]\nCLIP Loss: 825.713\tRange Loss: 0.000\tTV Loss: 2.343\tTotal Loss: 828.056\n\n 54%|#####3 | 134/250 [01:19<01:07, 1.71it/s]\nCLIP Loss: 824.700\tRange Loss: 0.000\tTV Loss: 2.563\tTotal Loss: 827.263\n\n 54%|#####4 | 135/250 [01:19<01:05, 1.74it/s]\nCLIP Loss: 825.310\tRange Loss: 0.000\tTV Loss: 2.818\tTotal Loss: 828.128\n\n 54%|#####4 | 136/250 [01:20<01:13, 1.55it/s]\nCLIP Loss: 833.270\tRange Loss: 0.000\tTV Loss: 2.821\tTotal Loss: 836.090\n\n 55%|#####4 | 137/250 [01:21<01:09, 1.62it/s]\nCLIP Loss: 827.962\tRange Loss: 0.000\tTV Loss: 3.066\tTotal Loss: 831.029\n\n 55%|#####5 | 138/250 [01:21<01:06, 1.68it/s]\nCLIP Loss: 825.886\tRange Loss: 0.000\tTV Loss: 3.295\tTotal Loss: 829.181\n\n 56%|#####5 | 139/250 [01:22<01:04, 1.71it/s]\nCLIP Loss: 822.507\tRange Loss: 0.000\tTV Loss: 3.440\tTotal Loss: 825.948\n\n 56%|#####6 | 140/250 [01:22<01:03, 1.73it/s]\nCLIP Loss: 821.713\tRange Loss: 0.000\tTV Loss: 3.661\tTotal Loss: 825.375\n\n 56%|#####6 | 141/250 [01:23<01:11, 1.53it/s]\nCLIP Loss: 819.476\tRange Loss: 0.000\tTV Loss: 3.852\tTotal Loss: 823.328\n\n 57%|#####6 | 142/250 [01:24<01:07, 1.61it/s]\nCLIP Loss: 820.560\tRange Loss: 0.000\tTV Loss: 4.119\tTotal Loss: 824.679\n\n 57%|#####7 | 143/250 [01:24<01:04, 1.65it/s]\nCLIP Loss: 822.771\tRange Loss: 0.000\tTV Loss: 4.297\tTotal Loss: 827.068\n\n 58%|#####7 | 144/250 [01:25<01:02, 1.69it/s]\nCLIP Loss: 821.810\tRange Loss: 0.000\tTV Loss: 4.523\tTotal Loss: 826.333\n\n 58%|#####8 | 145/250 [01:26<01:00, 1.73it/s]\nCLIP Loss: 825.368\tRange Loss: 0.000\tTV Loss: 4.748\tTotal Loss: 830.115\n\n 58%|#####8 | 146/250 [01:26<01:08, 1.52it/s]\nCLIP Loss: 819.897\tRange Loss: 0.000\tTV Loss: 4.930\tTotal Loss: 824.827\n\n 59%|#####8 | 147/250 [01:27<01:04, 1.60it/s]\nCLIP Loss: 825.653\tRange Loss: 0.000\tTV Loss: 5.147\tTotal Loss: 830.800\n\n 59%|#####9 | 148/250 [01:27<01:01, 1.65it/s]\nCLIP Loss: 823.308\tRange Loss: 0.000\tTV Loss: 5.549\tTotal Loss: 828.857\n\n 60%|#####9 | 149/250 [01:28<00:59, 1.70it/s]\nCLIP Loss: 824.685\tRange Loss: 0.000\tTV Loss: 5.924\tTotal Loss: 830.609\n\n 60%|###### | 150/250 [01:29<00:57, 1.73it/s]\nCLIP Loss: 823.984\tRange Loss: 0.000\tTV Loss: 6.295\tTotal Loss: 830.279\n\n 60%|###### | 151/250 [01:29<01:04, 1.53it/s]\nCLIP Loss: 818.937\tRange Loss: 0.000\tTV Loss: 6.631\tTotal Loss: 825.568\n\n 61%|###### | 152/250 [01:30<01:01, 1.61it/s]\nCLIP Loss: 820.623\tRange Loss: 0.000\tTV Loss: 6.992\tTotal Loss: 827.615\n\n 61%|######1 | 153/250 [01:31<00:58, 1.65it/s]\nCLIP Loss: 822.516\tRange Loss: 0.000\tTV Loss: 7.308\tTotal Loss: 829.825\n\n 62%|######1 | 154/250 [01:31<00:56, 1.69it/s]\nCLIP Loss: 818.163\tRange Loss: 0.000\tTV Loss: 7.753\tTotal Loss: 825.917\n\n 62%|######2 | 155/250 [01:32<00:55, 1.72it/s]\nCLIP Loss: 819.495\tRange Loss: 0.000\tTV Loss: 8.231\tTotal Loss: 827.726\n\n 62%|######2 | 156/250 [01:32<01:01, 1.53it/s]\nCLIP Loss: 821.080\tRange Loss: 0.000\tTV Loss: 8.585\tTotal Loss: 829.665\n\n 63%|######2 | 157/250 [01:33<00:57, 1.62it/s]\nCLIP Loss: 817.404\tRange Loss: 0.000\tTV Loss: 8.868\tTotal Loss: 826.272\n\n 63%|######3 | 158/250 [01:34<00:55, 1.66it/s]\nCLIP Loss: 819.895\tRange Loss: 0.000\tTV Loss: 9.292\tTotal Loss: 829.187\n\n 64%|######3 | 159/250 [01:34<00:53, 1.69it/s]\nCLIP Loss: 821.872\tRange Loss: 0.000\tTV Loss: 9.787\tTotal Loss: 831.659\n\n 64%|######4 | 160/250 [01:35<00:52, 1.71it/s]\nCLIP Loss: 820.385\tRange Loss: 0.000\tTV Loss: 10.283\tTotal Loss: 830.668\n\n 64%|######4 | 161/250 [01:36<00:58, 1.53it/s]\nCLIP Loss: 821.087\tRange Loss: 0.000\tTV Loss: 10.820\tTotal Loss: 831.907\n\n 65%|######4 | 162/250 [01:36<00:54, 1.61it/s]\nCLIP Loss: 820.972\tRange Loss: 0.000\tTV Loss: 11.281\tTotal Loss: 832.253\n\n 65%|######5 | 163/250 [01:37<00:52, 1.66it/s]\nCLIP Loss: 824.006\tRange Loss: 0.000\tTV Loss: 11.769\tTotal Loss: 835.775\n\n 66%|######5 | 164/250 [01:37<00:50, 1.70it/s]\nCLIP Loss: 828.277\tRange Loss: 0.000\tTV Loss: 12.301\tTotal Loss: 840.579\n\n 66%|######6 | 165/250 [01:38<00:49, 1.72it/s]\nCLIP Loss: 822.460\tRange Loss: 0.000\tTV Loss: 12.991\tTotal Loss: 835.451\n\n 66%|######6 | 166/250 [01:39<00:54, 1.54it/s]\nCLIP Loss: 823.831\tRange Loss: 0.000\tTV Loss: 13.508\tTotal Loss: 837.339\n\n 67%|######6 | 167/250 [01:39<00:51, 1.60it/s]\nCLIP Loss: 823.472\tRange Loss: 0.000\tTV Loss: 14.054\tTotal Loss: 837.526\n\n 67%|######7 | 168/250 [01:40<00:49, 1.66it/s]\nCLIP Loss: 819.847\tRange Loss: 0.000\tTV Loss: 14.686\tTotal Loss: 834.534\n\n 68%|######7 | 169/250 [01:40<00:47, 1.69it/s]\nCLIP Loss: 821.353\tRange Loss: 0.000\tTV Loss: 15.271\tTotal Loss: 836.624\n\n 68%|######8 | 170/250 [01:41<00:46, 1.72it/s]\nCLIP Loss: 817.108\tRange Loss: 0.000\tTV Loss: 15.953\tTotal Loss: 833.062\n\n 68%|######8 | 171/250 [01:42<00:50, 1.55it/s]\nCLIP Loss: 815.638\tRange Loss: 0.000\tTV Loss: 16.695\tTotal Loss: 832.334\n\n 69%|######8 | 172/250 [01:42<00:48, 1.60it/s]\nCLIP Loss: 818.279\tRange Loss: 0.000\tTV Loss: 17.364\tTotal Loss: 835.643\n\n 69%|######9 | 173/250 [01:43<00:46, 1.66it/s]\nCLIP Loss: 817.589\tRange Loss: 0.000\tTV Loss: 17.939\tTotal Loss: 835.528\n\n 70%|######9 | 174/250 [01:43<00:44, 1.69it/s]\nCLIP Loss: 818.655\tRange Loss: 0.000\tTV Loss: 18.716\tTotal Loss: 837.371\n\n 70%|####### | 175/250 [01:44<00:43, 1.72it/s]\nCLIP Loss: 820.054\tRange Loss: 0.000\tTV Loss: 19.336\tTotal Loss: 839.390\n\n 70%|####### | 176/250 [01:45<00:48, 1.54it/s]\nCLIP Loss: 815.960\tRange Loss: 0.000\tTV Loss: 20.039\tTotal Loss: 835.999\n\n 71%|####### | 177/250 [01:45<00:45, 1.60it/s]\nCLIP Loss: 819.750\tRange Loss: 0.000\tTV Loss: 20.912\tTotal Loss: 840.662\n\n 71%|#######1 | 178/250 [01:46<00:43, 1.65it/s]\nCLIP Loss: 818.787\tRange Loss: 0.000\tTV Loss: 21.491\tTotal Loss: 840.277\n\n 72%|#######1 | 179/250 [01:46<00:42, 1.69it/s]\nCLIP Loss: 819.913\tRange Loss: 0.000\tTV Loss: 22.217\tTotal Loss: 842.130\n\n 72%|#######2 | 180/250 [01:47<00:40, 1.72it/s]\nCLIP Loss: 822.386\tRange Loss: 0.000\tTV Loss: 23.043\tTotal Loss: 845.429\n\n 72%|#######2 | 181/250 [01:48<00:44, 1.53it/s]\nCLIP Loss: 821.306\tRange Loss: 0.000\tTV Loss: 23.835\tTotal Loss: 845.140\n\n 73%|#######2 | 182/250 [01:48<00:42, 1.60it/s]\nCLIP Loss: 823.726\tRange Loss: 0.000\tTV Loss: 24.658\tTotal Loss: 848.384\n\n 73%|#######3 | 183/250 [01:49<00:40, 1.65it/s]\nCLIP Loss: 826.145\tRange Loss: 0.000\tTV Loss: 25.367\tTotal Loss: 851.512\n\n 74%|#######3 | 184/250 [01:49<00:39, 1.68it/s]\nCLIP Loss: 820.166\tRange Loss: 0.000\tTV Loss: 25.985\tTotal Loss: 846.152\n\n 74%|#######4 | 185/250 [01:50<00:37, 1.71it/s]\nCLIP Loss: 823.809\tRange Loss: 0.000\tTV Loss: 26.730\tTotal Loss: 850.539\n\n 74%|#######4 | 186/250 [01:51<00:43, 1.46it/s]\nCLIP Loss: 820.924\tRange Loss: 0.000\tTV Loss: 27.592\tTotal Loss: 848.515\n\n 75%|#######4 | 187/250 [01:51<00:40, 1.55it/s]\nCLIP Loss: 821.754\tRange Loss: 0.000\tTV Loss: 28.323\tTotal Loss: 850.077\n\n 75%|#######5 | 188/250 [01:52<00:38, 1.61it/s]\nCLIP Loss: 820.936\tRange Loss: 0.000\tTV Loss: 29.127\tTotal Loss: 850.062\n\n 76%|#######5 | 189/250 [01:53<00:37, 1.64it/s]\nCLIP Loss: 822.174\tRange Loss: 0.000\tTV Loss: 29.880\tTotal Loss: 852.055\n\n 76%|#######6 | 190/250 [01:53<00:35, 1.68it/s]\nCLIP Loss: 819.852\tRange Loss: 0.000\tTV Loss: 30.556\tTotal Loss: 850.408\n\n 76%|#######6 | 191/250 [01:54<00:38, 1.53it/s]\nCLIP Loss: 823.947\tRange Loss: 0.000\tTV Loss: 31.419\tTotal Loss: 855.366\n\n 77%|#######6 | 192/250 [01:54<00:36, 1.60it/s]\nCLIP Loss: 828.003\tRange Loss: 0.000\tTV Loss: 32.123\tTotal Loss: 860.125\n\n 77%|#######7 | 193/250 [01:55<00:34, 1.65it/s]\nCLIP Loss: 822.685\tRange Loss: 0.000\tTV Loss: 32.846\tTotal Loss: 855.531\n\n 78%|#######7 | 194/250 [01:56<00:33, 1.68it/s]\nCLIP Loss: 825.636\tRange Loss: 0.000\tTV Loss: 33.475\tTotal Loss: 859.112\n\n 78%|#######8 | 195/250 [01:56<00:32, 1.70it/s]\nCLIP Loss: 824.455\tRange Loss: 0.000\tTV Loss: 34.096\tTotal Loss: 858.551\n\n 78%|#######8 | 196/250 [01:57<00:35, 1.54it/s]\nCLIP Loss: 825.346\tRange Loss: 0.000\tTV Loss: 34.763\tTotal Loss: 860.110\n\n 79%|#######8 | 197/250 [01:58<00:33, 1.58it/s]\nCLIP Loss: 823.208\tRange Loss: 0.000\tTV Loss: 35.416\tTotal Loss: 858.624\n\n 79%|#######9 | 198/250 [01:58<00:31, 1.63it/s]\nCLIP Loss: 822.880\tRange Loss: 0.000\tTV Loss: 36.021\tTotal Loss: 858.901\n\n 80%|#######9 | 199/250 [01:59<00:30, 1.66it/s]\nCLIP Loss: 825.811\tRange Loss: 0.000\tTV Loss: 36.423\tTotal Loss: 862.234\n\n 80%|######## | 200/250 [01:59<00:29, 1.69it/s]\nCLIP Loss: 824.028\tRange Loss: 0.000\tTV Loss: 36.765\tTotal Loss: 860.793\n\n 80%|######## | 201/250 [02:00<00:31, 1.53it/s]\nCLIP Loss: 823.662\tRange Loss: 0.000\tTV Loss: 37.164\tTotal Loss: 860.826\n\n 81%|######## | 202/250 [02:01<00:29, 1.60it/s]\nCLIP Loss: 828.940\tRange Loss: 0.000\tTV Loss: 37.536\tTotal Loss: 866.476\n\n 81%|########1 | 203/250 [02:01<00:28, 1.65it/s]\nCLIP Loss: 826.031\tRange Loss: 0.000\tTV Loss: 37.835\tTotal Loss: 863.867\n\n 82%|########1 | 204/250 [02:02<00:27, 1.68it/s]\nCLIP Loss: 825.142\tRange Loss: 0.000\tTV Loss: 38.054\tTotal Loss: 863.196\n\n 82%|########2 | 205/250 [02:02<00:26, 1.70it/s]\nCLIP Loss: 826.379\tRange Loss: 0.000\tTV Loss: 38.223\tTotal Loss: 864.602\n\n 82%|########2 | 206/250 [02:03<00:28, 1.54it/s]\nCLIP Loss: 823.058\tRange Loss: 0.000\tTV Loss: 38.254\tTotal Loss: 861.312\n\n 83%|########2 | 207/250 [02:04<00:26, 1.61it/s]\nCLIP Loss: 822.272\tRange Loss: 0.000\tTV Loss: 38.281\tTotal Loss: 860.553\n\n 83%|########3 | 208/250 [02:04<00:25, 1.63it/s]\nCLIP Loss: 826.288\tRange Loss: 0.000\tTV Loss: 38.408\tTotal Loss: 864.696\n\n 84%|########3 | 209/250 [02:05<00:24, 1.67it/s]\nCLIP Loss: 825.024\tRange Loss: 0.000\tTV Loss: 38.358\tTotal Loss: 863.382\n\n 84%|########4 | 210/250 [02:05<00:23, 1.70it/s]\nCLIP Loss: 828.746\tRange Loss: 0.000\tTV Loss: 38.348\tTotal Loss: 867.094\n\n 84%|########4 | 211/250 [02:06<00:25, 1.56it/s]\nCLIP Loss: 825.047\tRange Loss: 0.000\tTV Loss: 38.186\tTotal Loss: 863.233\n\n 85%|########4 | 212/250 [02:07<00:23, 1.62it/s]\nCLIP Loss: 824.191\tRange Loss: 0.000\tTV Loss: 37.964\tTotal Loss: 862.155\n\n 85%|########5 | 213/250 [02:07<00:22, 1.66it/s]\nCLIP Loss: 828.012\tRange Loss: 0.000\tTV Loss: 37.722\tTotal Loss: 865.734\n\n 86%|########5 | 214/250 [02:08<00:21, 1.69it/s]\nCLIP Loss: 825.931\tRange Loss: 0.000\tTV Loss: 37.441\tTotal Loss: 863.371\n\n 86%|########6 | 215/250 [02:08<00:20, 1.71it/s]\nCLIP Loss: 828.988\tRange Loss: 0.000\tTV Loss: 36.993\tTotal Loss: 865.981\n\n 86%|########6 | 216/250 [02:09<00:22, 1.54it/s]\nCLIP Loss: 826.823\tRange Loss: 0.000\tTV Loss: 36.498\tTotal Loss: 863.322\n\n 87%|########6 | 217/250 [02:10<00:20, 1.61it/s]\nCLIP Loss: 828.209\tRange Loss: 0.000\tTV Loss: 35.949\tTotal Loss: 864.159\n\n 87%|########7 | 218/250 [02:10<00:19, 1.65it/s]\nCLIP Loss: 824.555\tRange Loss: 0.000\tTV Loss: 35.266\tTotal Loss: 859.820\n\n 88%|########7 | 219/250 [02:11<00:18, 1.68it/s]\nCLIP Loss: 825.300\tRange Loss: 0.000\tTV Loss: 34.624\tTotal Loss: 859.924\n\n 88%|########8 | 220/250 [02:12<00:17, 1.71it/s]\nCLIP Loss: 829.052\tRange Loss: 0.000\tTV Loss: 33.929\tTotal Loss: 862.981\n\n 88%|########8 | 221/250 [02:12<00:18, 1.55it/s]\nCLIP Loss: 825.223\tRange Loss: 0.000\tTV Loss: 33.056\tTotal Loss: 858.278\n\n 89%|########8 | 222/250 [02:13<00:17, 1.61it/s]\nCLIP Loss: 827.192\tRange Loss: 0.000\tTV Loss: 32.210\tTotal Loss: 859.401\n\n 89%|########9 | 223/250 [02:13<00:16, 1.66it/s]\nCLIP Loss: 825.231\tRange Loss: 0.000\tTV Loss: 31.293\tTotal Loss: 856.524\n\n 90%|########9 | 224/250 [02:14<00:15, 1.70it/s]\nCLIP Loss: 823.056\tRange Loss: 0.000\tTV Loss: 30.280\tTotal Loss: 853.336\n\n 90%|######### | 225/250 [02:15<00:14, 1.73it/s]\nCLIP Loss: 824.886\tRange Loss: 0.000\tTV Loss: 29.207\tTotal Loss: 854.092\n\n 90%|######### | 226/250 [02:15<00:15, 1.57it/s]\nCLIP Loss: 826.118\tRange Loss: 0.000\tTV Loss: 28.048\tTotal Loss: 854.165\n\n 91%|######### | 227/250 [02:16<00:14, 1.63it/s]\nCLIP Loss: 824.982\tRange Loss: 0.000\tTV Loss: 26.906\tTotal Loss: 851.888\n\n 91%|#########1| 228/250 [02:16<00:13, 1.68it/s]\nCLIP Loss: 825.135\tRange Loss: 0.000\tTV Loss: 25.660\tTotal Loss: 850.795\n\n 92%|#########1| 229/250 [02:17<00:12, 1.71it/s]\nCLIP Loss: 826.024\tRange Loss: 0.000\tTV Loss: 24.306\tTotal Loss: 850.329\n\n 92%|#########2| 230/250 [02:18<00:11, 1.74it/s]\nCLIP Loss: 821.434\tRange Loss: 0.000\tTV Loss: 23.000\tTotal Loss: 844.434\n\n 92%|#########2| 231/250 [02:18<00:12, 1.57it/s]\nCLIP Loss: 822.440\tRange Loss: 0.000\tTV Loss: 21.659\tTotal Loss: 844.099\n\n 93%|#########2| 232/250 [02:19<00:11, 1.64it/s]\nCLIP Loss: 825.798\tRange Loss: 0.000\tTV Loss: 20.301\tTotal Loss: 846.099\n\n 93%|#########3| 233/250 [02:19<00:10, 1.68it/s]\nCLIP Loss: 824.031\tRange Loss: 0.000\tTV Loss: 18.929\tTotal Loss: 842.960\n\n 94%|#########3| 234/250 [02:20<00:09, 1.72it/s]\nCLIP Loss: 821.723\tRange Loss: 0.000\tTV Loss: 17.505\tTotal Loss: 839.229\n\n 94%|#########3| 235/250 [02:21<00:08, 1.75it/s]\nCLIP Loss: 824.270\tRange Loss: 0.000\tTV Loss: 16.103\tTotal Loss: 840.373\n\n 94%|#########4| 236/250 [02:21<00:09, 1.55it/s]\nCLIP Loss: 828.456\tRange Loss: 0.000\tTV Loss: 14.685\tTotal Loss: 843.141\n\n 95%|#########4| 237/250 [02:22<00:08, 1.62it/s]\nCLIP Loss: 827.104\tRange Loss: 0.000\tTV Loss: 13.291\tTotal Loss: 840.395\n\n 95%|#########5| 238/250 [02:22<00:07, 1.66it/s]\nCLIP Loss: 831.096\tRange Loss: 0.000\tTV Loss: 11.932\tTotal Loss: 843.028\n\n 96%|#########5| 239/250 [02:23<00:06, 1.70it/s]\nCLIP Loss: 831.019\tRange Loss: 0.000\tTV Loss: 10.614\tTotal Loss: 841.633\n\n 96%|#########6| 240/250 [02:24<00:05, 1.73it/s]\nCLIP Loss: 832.572\tRange Loss: 0.000\tTV Loss: 9.333\tTotal Loss: 841.905\n\n 96%|#########6| 241/250 [02:24<00:05, 1.57it/s]\nCLIP Loss: 834.229\tRange Loss: 0.000\tTV Loss: 8.105\tTotal Loss: 842.335\n\n 97%|#########6| 242/250 [02:25<00:04, 1.63it/s]\nCLIP Loss: 835.940\tRange Loss: 0.000\tTV Loss: 6.959\tTotal Loss: 842.899\n\n 97%|#########7| 243/250 [02:25<00:04, 1.68it/s]\nCLIP Loss: 841.267\tRange Loss: 0.000\tTV Loss: 5.843\tTotal Loss: 847.110\n\n 98%|#########7| 244/250 [02:26<00:03, 1.72it/s]\nCLIP Loss: 842.626\tRange Loss: 0.000\tTV Loss: 4.858\tTotal Loss: 847.484\n\n 98%|#########8| 245/250 [02:27<00:02, 1.73it/s]\nCLIP Loss: 851.242\tRange Loss: 0.000\tTV Loss: 3.946\tTotal Loss: 855.188\n\n 98%|#########8| 246/250 [02:27<00:02, 1.54it/s]\nCLIP Loss: 851.149\tRange Loss: 0.000\tTV Loss: 3.151\tTotal Loss: 854.300\n\n 99%|#########8| 247/250 [02:28<00:01, 1.61it/s]\nCLIP Loss: 855.126\tRange Loss: 0.000\tTV Loss: 2.496\tTotal Loss: 857.623\n\n 99%|#########9| 248/250 [02:28<00:01, 1.67it/s]\nCLIP Loss: 862.963\tRange Loss: 0.000\tTV Loss: 1.979\tTotal Loss: 864.943\n\n100%|#########9| 249/250 [02:29<00:00, 1.71it/s]\nCLIP Loss: 871.864\tRange Loss: 0.000\tTV Loss: 1.607\tTotal Loss: 873.472\n\n100%|##########| 250/250 [02:30<00:00, 1.53it/s]\n\n100%|##########| 250/250 [02:30<00:00, 1.66it/s]", "metrics": { "total_time": 152.872811 }, "output": [ { "file": "https://replicate.delivery/mgxm/ada35e94-85be-4bea-9b5a-b7f8f6e34c24/0000.png" }, { "file": "https://replicate.delivery/mgxm/1119bc93-1b28-4218-9b9a-708562014ef1/0005.png" }, { "file": "https://replicate.delivery/mgxm/745151f6-e847-47bc-9c67-7fe1e133b895/0010.png" }, { "file": "https://replicate.delivery/mgxm/e18b89b6-76f6-49f4-9f44-7680d5b2d624/0015.png" }, { "file": "https://replicate.delivery/mgxm/f2e4f3ba-4434-490b-bcaa-1c14c95e755a/0020.png" }, { "file": "https://replicate.delivery/mgxm/b947877c-4bc3-41d5-a20c-d53629525081/0025.png" }, { "file": 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"https://replicate.delivery/mgxm/8f736c27-58e7-4e55-9ea5-f20ee6c6820f/0130.png" }, { "file": "https://replicate.delivery/mgxm/b4287a26-a196-4ec8-8259-db5b2497bdf4/0135.png" }, { "file": "https://replicate.delivery/mgxm/4c6bee6b-8679-492e-81a1-5346c3445e08/0140.png" }, { "file": "https://replicate.delivery/mgxm/86b5c500-fd26-4af4-8d14-2d0d96d49e4f/0145.png" }, { "file": "https://replicate.delivery/mgxm/ede1316b-c022-4aa1-adff-659390be5036/0150.png" }, { "file": "https://replicate.delivery/mgxm/65a8ecd7-4b76-48a1-a24a-531b83a4226d/0155.png" }, { "file": "https://replicate.delivery/mgxm/739e2990-675a-4989-9c95-55c0bed71841/0160.png" }, { "file": "https://replicate.delivery/mgxm/81d696ee-2d16-4097-a314-6c42255c46e4/0165.png" }, { "file": "https://replicate.delivery/mgxm/6c6327a7-a8ef-49bc-a3b3-0014e762b0a5/0170.png" }, { "file": "https://replicate.delivery/mgxm/6a5ba79b-7eea-4018-a687-fee4fc2ba341/0175.png" }, { "file": "https://replicate.delivery/mgxm/9051b863-ecf6-47cc-bfa2-54d8f4850a59/0180.png" }, { "file": "https://replicate.delivery/mgxm/94491801-c157-4b43-a10b-0ac7178ead09/0185.png" }, { "file": "https://replicate.delivery/mgxm/22898b93-82d6-4b02-b9b7-78dd044fec07/0190.png" }, { "file": "https://replicate.delivery/mgxm/f2a725c0-93f0-4266-bf8f-7223f23757f8/0195.png" }, { "file": "https://replicate.delivery/mgxm/1c61a30e-16a9-4f10-aef4-c7c015b532c1/0200.png" }, { "file": "https://replicate.delivery/mgxm/320aeaa7-63b8-4b60-8ff7-b83001f33457/0205.png" }, { "file": "https://replicate.delivery/mgxm/02373091-a418-41b7-a789-8f2c780b1811/0210.png" }, { "file": "https://replicate.delivery/mgxm/ee56ca6a-a7a6-48e3-a2ae-b50c48203e15/0215.png" }, { "file": "https://replicate.delivery/mgxm/579cbc52-642f-473e-9b1b-fc6525547799/0220.png" }, { "file": "https://replicate.delivery/mgxm/76598952-20d4-4f76-9de8-5dc548f5be53/0225.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 921.024 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 929.104 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:42, 1.53it/s] CLIP Loss: 917.099 Range Loss: 0.000 TV Loss: 4.917 Total Loss: 922.017 1%| | 2/250 [00:01<02:22, 1.74it/s] CLIP Loss: 907.085 Range Loss: 0.000 TV Loss: 5.818 Total Loss: 912.904 1%|1 | 3/250 [00:01<02:16, 1.81it/s] CLIP Loss: 906.320 Range Loss: 0.000 TV Loss: 8.320 Total Loss: 914.641 2%|1 | 4/250 [00:02<02:13, 1.84it/s] CLIP Loss: 902.503 Range Loss: 0.000 TV Loss: 7.166 Total Loss: 909.669 2%|2 | 5/250 [00:02<02:11, 1.86it/s] CLIP Loss: 904.994 Range Loss: 0.000 TV Loss: 5.438 Total Loss: 910.432 2%|2 | 6/250 [00:03<02:27, 1.66it/s] CLIP Loss: 902.975 Range Loss: 0.000 TV Loss: 4.261 Total Loss: 907.237 3%|2 | 7/250 [00:04<02:20, 1.73it/s] CLIP Loss: 902.122 Range Loss: 0.000 TV Loss: 4.850 Total Loss: 906.972 3%|3 | 8/250 [00:04<02:20, 1.73it/s] CLIP Loss: 899.520 Range Loss: 0.000 TV Loss: 3.620 Total Loss: 903.141 4%|3 | 9/250 [00:05<02:16, 1.77it/s] CLIP Loss: 909.813 Range Loss: 0.000 TV Loss: 4.308 Total Loss: 914.121 4%|4 | 10/250 [00:05<02:12, 1.81it/s] CLIP Loss: 900.388 Range Loss: 0.000 TV Loss: 5.136 Total Loss: 905.524 4%|4 | 11/250 [00:06<02:22, 1.67it/s] CLIP Loss: 900.519 Range Loss: 0.000 TV Loss: 4.725 Total Loss: 905.244 5%|4 | 12/250 [00:06<02:16, 1.74it/s] CLIP Loss: 903.174 Range Loss: 0.000 TV Loss: 3.202 Total Loss: 906.377 5%|5 | 13/250 [00:07<02:12, 1.79it/s] CLIP Loss: 902.986 Range Loss: 0.000 TV Loss: 2.909 Total Loss: 905.895 6%|5 | 14/250 [00:07<02:09, 1.82it/s] CLIP Loss: 901.693 Range Loss: 0.000 TV Loss: 3.562 Total Loss: 905.255 6%|6 | 15/250 [00:08<02:08, 1.83it/s] CLIP Loss: 902.760 Range Loss: 0.000 TV Loss: 4.354 Total Loss: 907.114 6%|6 | 16/250 [00:09<02:18, 1.69it/s] CLIP Loss: 902.560 Range Loss: 0.000 TV Loss: 3.300 Total Loss: 905.860 7%|6 | 17/250 [00:09<02:13, 1.75it/s] CLIP Loss: 898.692 Range Loss: 0.000 TV Loss: 3.930 Total Loss: 902.622 7%|7 | 18/250 [00:10<02:10, 1.78it/s] CLIP Loss: 901.520 Range Loss: 0.000 TV Loss: 2.633 Total Loss: 904.153 8%|7 | 19/250 [00:10<02:07, 1.81it/s] CLIP Loss: 896.012 Range Loss: 0.000 TV Loss: 2.349 Total Loss: 898.360 8%|8 | 20/250 [00:11<02:05, 1.84it/s] CLIP Loss: 895.299 Range Loss: 0.000 TV Loss: 1.949 Total Loss: 897.248 8%|8 | 21/250 [00:11<02:16, 1.68it/s] CLIP Loss: 894.246 Range Loss: 0.000 TV Loss: 1.745 Total Loss: 895.991 9%|8 | 22/250 [00:12<02:10, 1.75it/s] CLIP Loss: 895.235 Range Loss: 0.000 TV Loss: 1.977 Total Loss: 897.212 9%|9 | 23/250 [00:13<02:06, 1.79it/s] CLIP Loss: 894.635 Range Loss: 0.000 TV Loss: 1.964 Total Loss: 896.599 10%|9 | 24/250 [00:13<02:04, 1.82it/s] CLIP Loss: 891.511 Range Loss: 0.000 TV Loss: 2.164 Total Loss: 893.675 10%|# | 25/250 [00:14<02:02, 1.84it/s] CLIP Loss: 893.062 Range Loss: 0.000 TV Loss: 2.122 Total Loss: 895.183 10%|# | 26/250 [00:14<02:14, 1.67it/s] CLIP Loss: 894.597 Range Loss: 0.000 TV Loss: 1.804 Total Loss: 896.401 11%|# | 27/250 [00:15<02:08, 1.73it/s] CLIP Loss: 890.241 Range Loss: 0.000 TV Loss: 1.183 Total Loss: 891.423 11%|#1 | 28/250 [00:15<02:04, 1.78it/s] CLIP Loss: 890.550 Range Loss: 0.000 TV Loss: 1.212 Total Loss: 891.762 12%|#1 | 29/250 [00:16<02:01, 1.81it/s] CLIP Loss: 891.633 Range Loss: 0.000 TV Loss: 0.977 Total Loss: 892.610 12%|#2 | 30/250 [00:16<02:00, 1.83it/s] CLIP Loss: 893.077 Range Loss: 0.000 TV Loss: 0.811 Total Loss: 893.888 12%|#2 | 31/250 [00:17<02:12, 1.65it/s] CLIP Loss: 895.834 Range Loss: 0.000 TV Loss: 0.900 Total Loss: 896.735 13%|#2 | 32/250 [00:18<02:08, 1.70it/s] CLIP Loss: 893.362 Range Loss: 0.000 TV Loss: 0.902 Total Loss: 894.263 13%|#3 | 33/250 [00:18<02:04, 1.74it/s] CLIP Loss: 894.182 Range Loss: 0.000 TV Loss: 0.671 Total Loss: 894.854 14%|#3 | 34/250 [00:19<02:01, 1.78it/s] CLIP Loss: 895.940 Range Loss: 0.000 TV Loss: 0.813 Total Loss: 896.754 14%|#4 | 35/250 [00:19<01:59, 1.80it/s] CLIP Loss: 892.689 Range Loss: 0.000 TV Loss: 0.618 Total Loss: 893.308 14%|#4 | 36/250 [00:20<02:11, 1.63it/s] CLIP Loss: 893.885 Range Loss: 0.000 TV Loss: 0.697 Total Loss: 894.582 15%|#4 | 37/250 [00:21<02:05, 1.70it/s] CLIP Loss: 893.477 Range Loss: 0.000 TV Loss: 0.617 Total Loss: 894.095 15%|#5 | 38/250 [00:21<02:01, 1.74it/s] CLIP Loss: 893.271 Range Loss: 0.000 TV Loss: 0.487 Total Loss: 893.758 16%|#5 | 39/250 [00:22<01:58, 1.78it/s] CLIP Loss: 897.986 Range Loss: 0.000 TV Loss: 0.311 Total Loss: 898.297 16%|#6 | 40/250 [00:22<01:55, 1.81it/s] CLIP Loss: 893.983 Range Loss: 0.000 TV Loss: 0.490 Total Loss: 894.473 16%|#6 | 41/250 [00:23<02:06, 1.65it/s] CLIP Loss: 892.270 Range Loss: 0.000 TV Loss: 0.395 Total Loss: 892.665 17%|#6 | 42/250 [00:23<02:00, 1.72it/s] CLIP Loss: 891.820 Range Loss: 0.000 TV Loss: 0.341 Total Loss: 892.162 17%|#7 | 43/250 [00:24<01:57, 1.77it/s] CLIP Loss: 895.320 Range Loss: 0.000 TV Loss: 0.258 Total Loss: 895.578 18%|#7 | 44/250 [00:25<01:54, 1.80it/s] CLIP Loss: 897.469 Range Loss: 0.000 TV Loss: 0.287 Total Loss: 897.756 18%|#8 | 45/250 [00:25<01:52, 1.82it/s] CLIP Loss: 893.753 Range Loss: 0.000 TV Loss: 0.282 Total Loss: 894.035 18%|#8 | 46/250 [00:26<02:04, 1.63it/s] CLIP Loss: 892.591 Range Loss: 0.000 TV Loss: 0.236 Total Loss: 892.827 19%|#8 | 47/250 [00:26<01:59, 1.69it/s] CLIP Loss: 891.807 Range Loss: 0.000 TV Loss: 0.256 Total Loss: 892.063 19%|#9 | 48/250 [00:27<01:55, 1.75it/s] CLIP Loss: 888.177 Range Loss: 0.000 TV Loss: 0.283 Total Loss: 888.461 20%|#9 | 49/250 [00:27<01:52, 1.79it/s] CLIP Loss: 886.579 Range Loss: 0.000 TV Loss: 0.307 Total Loss: 886.885 20%|## | 50/250 [00:28<01:50, 1.82it/s] CLIP Loss: 887.658 Range Loss: 0.000 TV Loss: 0.239 Total Loss: 887.897 20%|## | 51/250 [00:29<02:03, 1.62it/s] CLIP Loss: 887.174 Range Loss: 0.000 TV Loss: 0.303 Total Loss: 887.477 21%|## | 52/250 [00:29<01:57, 1.69it/s] CLIP Loss: 887.582 Range Loss: 0.000 TV Loss: 0.268 Total Loss: 887.850 21%|##1 | 53/250 [00:30<01:53, 1.74it/s] CLIP Loss: 892.864 Range Loss: 0.000 TV Loss: 0.179 Total Loss: 893.043 22%|##1 | 54/250 [00:30<01:49, 1.78it/s] CLIP Loss: 885.406 Range Loss: 0.000 TV Loss: 0.247 Total Loss: 885.653 22%|##2 | 55/250 [00:31<01:47, 1.81it/s] CLIP Loss: 888.930 Range Loss: 0.000 TV Loss: 0.148 Total Loss: 889.078 22%|##2 | 56/250 [00:32<02:03, 1.58it/s] CLIP Loss: 887.618 Range Loss: 0.000 TV Loss: 0.133 Total Loss: 887.751 23%|##2 | 57/250 [00:32<01:56, 1.66it/s] CLIP Loss: 886.715 Range Loss: 0.000 TV Loss: 0.127 Total Loss: 886.842 23%|##3 | 58/250 [00:33<01:51, 1.72it/s] CLIP Loss: 890.223 Range Loss: 0.000 TV Loss: 0.094 Total Loss: 890.317 24%|##3 | 59/250 [00:33<01:48, 1.76it/s] CLIP Loss: 886.135 Range Loss: 0.000 TV Loss: 0.105 Total Loss: 886.240 24%|##4 | 60/250 [00:34<01:46, 1.79it/s] CLIP Loss: 886.788 Range Loss: 0.000 TV Loss: 0.090 Total Loss: 886.878 24%|##4 | 61/250 [00:35<02:05, 1.50it/s] CLIP Loss: 886.649 Range Loss: 0.000 TV Loss: 0.107 Total Loss: 886.756 25%|##4 | 62/250 [00:35<01:58, 1.59it/s] CLIP Loss: 883.705 Range Loss: 0.000 TV Loss: 0.106 Total Loss: 883.812 25%|##5 | 63/250 [00:36<01:52, 1.67it/s] CLIP Loss: 885.460 Range Loss: 0.000 TV Loss: 0.102 Total Loss: 885.563 26%|##5 | 64/250 [00:36<01:48, 1.71it/s] CLIP Loss: 886.963 Range Loss: 0.000 TV Loss: 0.085 Total Loss: 887.048 26%|##6 | 65/250 [00:37<01:45, 1.75it/s] CLIP Loss: 882.206 Range Loss: 0.000 TV Loss: 0.099 Total Loss: 882.305 26%|##6 | 66/250 [00:38<02:02, 1.50it/s] CLIP Loss: 877.765 Range Loss: 0.000 TV Loss: 0.105 Total Loss: 877.871 27%|##6 | 67/250 [00:38<01:54, 1.60it/s] CLIP Loss: 877.764 Range Loss: 0.000 TV Loss: 0.100 Total Loss: 877.864 27%|##7 | 68/250 [00:39<01:48, 1.67it/s] CLIP Loss: 871.270 Range Loss: 0.000 TV Loss: 0.102 Total Loss: 871.372 28%|##7 | 69/250 [00:39<01:45, 1.72it/s] CLIP Loss: 874.388 Range Loss: 0.000 TV Loss: 0.122 Total Loss: 874.510 28%|##8 | 70/250 [00:40<01:41, 1.77it/s] CLIP Loss: 870.816 Range Loss: 0.000 TV Loss: 0.074 Total Loss: 870.890 28%|##8 | 71/250 [00:41<01:56, 1.53it/s] CLIP Loss: 867.649 Range Loss: 0.000 TV Loss: 0.070 Total Loss: 867.719 29%|##8 | 72/250 [00:41<01:49, 1.62it/s] CLIP Loss: 867.842 Range Loss: 0.000 TV Loss: 0.068 Total Loss: 867.911 29%|##9 | 73/250 [00:42<01:44, 1.69it/s] CLIP Loss: 875.641 Range Loss: 0.000 TV Loss: 0.049 Total Loss: 875.690 30%|##9 | 74/250 [00:42<01:41, 1.74it/s] CLIP Loss: 880.552 Range Loss: 0.000 TV Loss: 0.081 Total Loss: 880.633 30%|### | 75/250 [00:43<01:38, 1.77it/s] CLIP Loss: 874.339 Range Loss: 0.000 TV Loss: 0.056 Total Loss: 874.394 30%|### | 76/250 [00:44<01:52, 1.54it/s] CLIP Loss: 870.893 Range Loss: 0.000 TV Loss: 0.059 Total Loss: 870.952 31%|### | 77/250 [00:44<01:45, 1.63it/s] CLIP Loss: 869.664 Range Loss: 0.000 TV Loss: 0.053 Total Loss: 869.717 31%|###1 | 78/250 [00:45<01:42, 1.69it/s] CLIP Loss: 862.551 Range Loss: 0.000 TV Loss: 0.050 Total Loss: 862.600 32%|###1 | 79/250 [00:45<01:39, 1.72it/s] CLIP Loss: 863.920 Range Loss: 0.000 TV Loss: 0.049 Total Loss: 863.969 32%|###2 | 80/250 [00:46<01:36, 1.76it/s] CLIP Loss: 859.996 Range Loss: 0.000 TV Loss: 0.083 Total Loss: 860.079 32%|###2 | 81/250 [00:47<01:52, 1.51it/s] CLIP Loss: 852.218 Range Loss: 0.000 TV Loss: 0.104 Total Loss: 852.322 33%|###2 | 82/250 [00:47<01:44, 1.60it/s] CLIP Loss: 846.262 Range Loss: 0.000 TV Loss: 0.059 Total Loss: 846.320 33%|###3 | 83/250 [00:48<01:40, 1.67it/s] CLIP Loss: 856.995 Range Loss: 0.000 TV Loss: 0.160 Total Loss: 857.155 34%|###3 | 84/250 [00:48<01:38, 1.68it/s] CLIP Loss: 852.042 Range Loss: 0.000 TV Loss: 0.072 Total Loss: 852.113 34%|###4 | 85/250 [00:49<01:35, 1.73it/s] CLIP Loss: 850.106 Range Loss: 0.000 TV Loss: 0.076 Total Loss: 850.182 34%|###4 | 86/250 [00:50<01:48, 1.51it/s] CLIP Loss: 840.293 Range Loss: 0.000 TV Loss: 0.121 Total Loss: 840.415 35%|###4 | 87/250 [00:50<01:41, 1.61it/s] CLIP Loss: 847.111 Range Loss: 0.000 TV Loss: 0.039 Total Loss: 847.149 35%|###5 | 88/250 [00:51<01:37, 1.66it/s] CLIP Loss: 856.267 Range Loss: 0.000 TV Loss: 0.333 Total Loss: 856.600 36%|###5 | 89/250 [00:52<01:33, 1.71it/s] CLIP Loss: 845.915 Range Loss: 0.000 TV Loss: 0.151 Total Loss: 846.066 36%|###6 | 90/250 [00:52<01:31, 1.75it/s] CLIP Loss: 847.726 Range Loss: 0.000 TV Loss: 0.164 Total Loss: 847.889 36%|###6 | 91/250 [00:53<01:46, 1.49it/s] CLIP Loss: 839.821 Range Loss: 0.000 TV Loss: 0.145 Total Loss: 839.966 37%|###6 | 92/250 [00:53<01:40, 1.58it/s] CLIP Loss: 836.432 Range Loss: 0.000 TV Loss: 0.207 Total Loss: 836.639 37%|###7 | 93/250 [00:54<01:35, 1.65it/s] CLIP Loss: 830.350 Range Loss: 0.000 TV Loss: 0.195 Total Loss: 830.546 38%|###7 | 94/250 [00:55<01:31, 1.70it/s] CLIP Loss: 835.577 Range Loss: 0.000 TV Loss: 0.272 Total Loss: 835.849 38%|###8 | 95/250 [00:55<01:28, 1.74it/s] CLIP Loss: 840.178 Range Loss: 0.000 TV Loss: 0.236 Total Loss: 840.414 38%|###8 | 96/250 [00:56<01:41, 1.52it/s] CLIP Loss: 842.318 Range Loss: 0.000 TV Loss: 0.223 Total Loss: 842.541 39%|###8 | 97/250 [00:57<01:35, 1.60it/s] CLIP Loss: 842.791 Range Loss: 0.000 TV Loss: 0.238 Total Loss: 843.029 39%|###9 | 98/250 [00:57<01:31, 1.67it/s] CLIP Loss: 840.890 Range Loss: 0.000 TV Loss: 0.291 Total Loss: 841.180 40%|###9 | 99/250 [00:58<01:27, 1.72it/s] CLIP Loss: 832.506 Range Loss: 0.000 TV Loss: 0.261 Total Loss: 832.768 40%|#### | 100/250 [00:58<01:26, 1.74it/s] CLIP Loss: 834.354 Range Loss: 0.000 TV Loss: 0.308 Total Loss: 834.663 40%|#### | 101/250 [00:59<01:38, 1.52it/s] CLIP Loss: 842.443 Range Loss: 0.000 TV Loss: 0.345 Total Loss: 842.788 41%|#### | 102/250 [01:00<01:32, 1.60it/s] CLIP Loss: 848.082 Range Loss: 0.000 TV Loss: 0.372 Total Loss: 848.455 41%|####1 | 103/250 [01:00<01:28, 1.66it/s] CLIP Loss: 840.532 Range Loss: 0.000 TV Loss: 0.443 Total Loss: 840.975 42%|####1 | 104/250 [01:01<01:25, 1.71it/s] CLIP Loss: 841.738 Range Loss: 0.000 TV Loss: 0.515 Total Loss: 842.253 42%|####2 | 105/250 [01:01<01:23, 1.73it/s] CLIP Loss: 841.995 Range Loss: 0.000 TV Loss: 0.554 Total Loss: 842.549 42%|####2 | 106/250 [01:02<01:38, 1.47it/s] CLIP Loss: 838.848 Range Loss: 0.000 TV Loss: 0.558 Total Loss: 839.406 43%|####2 | 107/250 [01:03<01:31, 1.57it/s] CLIP Loss: 840.507 Range Loss: 0.000 TV Loss: 0.603 Total Loss: 841.110 43%|####3 | 108/250 [01:03<01:26, 1.64it/s] CLIP Loss: 839.433 Range Loss: 0.000 TV Loss: 0.609 Total Loss: 840.042 44%|####3 | 109/250 [01:04<01:23, 1.69it/s] CLIP Loss: 842.242 Range Loss: 0.000 TV Loss: 0.651 Total Loss: 842.893 44%|####4 | 110/250 [01:04<01:21, 1.73it/s] CLIP Loss: 836.720 Range Loss: 0.000 TV Loss: 0.668 Total Loss: 837.388 44%|####4 | 111/250 [01:05<01:31, 1.52it/s] CLIP Loss: 834.702 Range Loss: 0.000 TV Loss: 0.708 Total Loss: 835.410 45%|####4 | 112/250 [01:06<01:25, 1.61it/s] CLIP Loss: 839.018 Range Loss: 0.000 TV Loss: 0.718 Total Loss: 839.735 45%|####5 | 113/250 [01:06<01:23, 1.65it/s] CLIP Loss: 842.147 Range Loss: 0.000 TV Loss: 0.799 Total Loss: 842.946 46%|####5 | 114/250 [01:07<01:19, 1.70it/s] CLIP Loss: 835.798 Range Loss: 0.000 TV Loss: 0.838 Total Loss: 836.636 46%|####6 | 115/250 [01:07<01:17, 1.74it/s] CLIP Loss: 832.111 Range Loss: 0.000 TV Loss: 0.867 Total Loss: 832.978 46%|####6 | 116/250 [01:08<01:27, 1.53it/s] CLIP Loss: 830.015 Range Loss: 0.000 TV Loss: 0.882 Total Loss: 830.896 47%|####6 | 117/250 [01:09<01:22, 1.62it/s] CLIP Loss: 838.717 Range Loss: 0.000 TV Loss: 1.047 Total Loss: 839.763 47%|####7 | 118/250 [01:09<01:18, 1.68it/s] CLIP Loss: 833.192 Range Loss: 0.000 TV Loss: 1.175 Total Loss: 834.367 48%|####7 | 119/250 [01:10<01:16, 1.72it/s] CLIP Loss: 828.876 Range Loss: 0.000 TV Loss: 1.180 Total Loss: 830.056 48%|####8 | 120/250 [01:10<01:14, 1.74it/s] CLIP Loss: 829.247 Range Loss: 0.000 TV Loss: 1.197 Total Loss: 830.443 48%|####8 | 121/250 [01:11<01:24, 1.53it/s] CLIP Loss: 823.620 Range Loss: 0.000 TV Loss: 1.317 Total Loss: 824.937 49%|####8 | 122/250 [01:12<01:19, 1.61it/s] CLIP Loss: 827.044 Range Loss: 0.000 TV Loss: 1.388 Total Loss: 828.432 49%|####9 | 123/250 [01:12<01:16, 1.67it/s] CLIP Loss: 829.451 Range Loss: 0.000 TV Loss: 1.363 Total Loss: 830.815 50%|####9 | 124/250 [01:13<01:13, 1.71it/s] CLIP Loss: 826.998 Range Loss: 0.000 TV Loss: 1.392 Total Loss: 828.390 50%|##### | 125/250 [01:13<01:11, 1.74it/s] CLIP Loss: 827.250 Range Loss: 0.000 TV Loss: 1.491 Total Loss: 828.741 50%|##### | 126/250 [01:14<01:21, 1.53it/s] CLIP Loss: 828.799 Range Loss: 0.000 TV Loss: 1.704 Total Loss: 830.502 51%|##### | 127/250 [01:15<01:16, 1.61it/s] CLIP Loss: 827.156 Range Loss: 0.000 TV Loss: 1.811 Total Loss: 828.966 51%|#####1 | 128/250 [01:15<01:13, 1.66it/s] CLIP Loss: 823.956 Range Loss: 0.000 TV Loss: 2.008 Total Loss: 825.964 52%|#####1 | 129/250 [01:16<01:10, 1.71it/s] CLIP Loss: 827.280 Range Loss: 0.000 TV Loss: 2.159 Total Loss: 829.439 52%|#####2 | 130/250 [01:16<01:08, 1.74it/s] CLIP Loss: 824.734 Range Loss: 0.000 TV Loss: 2.146 Total Loss: 826.880 52%|#####2 | 131/250 [01:17<01:16, 1.56it/s] CLIP Loss: 829.216 Range Loss: 0.000 TV Loss: 2.310 Total Loss: 831.526 53%|#####2 | 132/250 [01:18<01:12, 1.63it/s] CLIP Loss: 828.307 Range Loss: 0.000 TV Loss: 2.218 Total Loss: 830.525 53%|#####3 | 133/250 [01:18<01:09, 1.68it/s] CLIP Loss: 825.713 Range Loss: 0.000 TV Loss: 2.343 Total Loss: 828.056 54%|#####3 | 134/250 [01:19<01:07, 1.71it/s] CLIP Loss: 824.700 Range Loss: 0.000 TV Loss: 2.563 Total Loss: 827.263 54%|#####4 | 135/250 [01:19<01:05, 1.74it/s] CLIP Loss: 825.310 Range Loss: 0.000 TV Loss: 2.818 Total Loss: 828.128 54%|#####4 | 136/250 [01:20<01:13, 1.55it/s] CLIP Loss: 833.270 Range Loss: 0.000 TV Loss: 2.821 Total Loss: 836.090 55%|#####4 | 137/250 [01:21<01:09, 1.62it/s] CLIP Loss: 827.962 Range Loss: 0.000 TV Loss: 3.066 Total Loss: 831.029 55%|#####5 | 138/250 [01:21<01:06, 1.68it/s] CLIP Loss: 825.886 Range Loss: 0.000 TV Loss: 3.295 Total Loss: 829.181 56%|#####5 | 139/250 [01:22<01:04, 1.71it/s] CLIP Loss: 822.507 Range Loss: 0.000 TV Loss: 3.440 Total Loss: 825.948 56%|#####6 | 140/250 [01:22<01:03, 1.73it/s] CLIP Loss: 821.713 Range Loss: 0.000 TV Loss: 3.661 Total Loss: 825.375 56%|#####6 | 141/250 [01:23<01:11, 1.53it/s] CLIP Loss: 819.476 Range Loss: 0.000 TV Loss: 3.852 Total Loss: 823.328 57%|#####6 | 142/250 [01:24<01:07, 1.61it/s] CLIP Loss: 820.560 Range Loss: 0.000 TV Loss: 4.119 Total Loss: 824.679 57%|#####7 | 143/250 [01:24<01:04, 1.65it/s] CLIP Loss: 822.771 Range Loss: 0.000 TV Loss: 4.297 Total Loss: 827.068 58%|#####7 | 144/250 [01:25<01:02, 1.69it/s] CLIP Loss: 821.810 Range Loss: 0.000 TV Loss: 4.523 Total Loss: 826.333 58%|#####8 | 145/250 [01:26<01:00, 1.73it/s] CLIP Loss: 825.368 Range Loss: 0.000 TV Loss: 4.748 Total Loss: 830.115 58%|#####8 | 146/250 [01:26<01:08, 1.52it/s] CLIP Loss: 819.897 Range Loss: 0.000 TV Loss: 4.930 Total Loss: 824.827 59%|#####8 | 147/250 [01:27<01:04, 1.60it/s] CLIP Loss: 825.653 Range Loss: 0.000 TV Loss: 5.147 Total Loss: 830.800 59%|#####9 | 148/250 [01:27<01:01, 1.65it/s] CLIP Loss: 823.308 Range Loss: 0.000 TV Loss: 5.549 Total Loss: 828.857 60%|#####9 | 149/250 [01:28<00:59, 1.70it/s] CLIP Loss: 824.685 Range Loss: 0.000 TV Loss: 5.924 Total Loss: 830.609 60%|###### | 150/250 [01:29<00:57, 1.73it/s] CLIP Loss: 823.984 Range Loss: 0.000 TV Loss: 6.295 Total Loss: 830.279 60%|###### | 151/250 [01:29<01:04, 1.53it/s] CLIP Loss: 818.937 Range Loss: 0.000 TV Loss: 6.631 Total Loss: 825.568 61%|###### | 152/250 [01:30<01:01, 1.61it/s] CLIP Loss: 820.623 Range Loss: 0.000 TV Loss: 6.992 Total Loss: 827.615 61%|######1 | 153/250 [01:31<00:58, 1.65it/s] CLIP Loss: 822.516 Range Loss: 0.000 TV Loss: 7.308 Total Loss: 829.825 62%|######1 | 154/250 [01:31<00:56, 1.69it/s] CLIP Loss: 818.163 Range Loss: 0.000 TV Loss: 7.753 Total Loss: 825.917 62%|######2 | 155/250 [01:32<00:55, 1.72it/s] CLIP Loss: 819.495 Range Loss: 0.000 TV Loss: 8.231 Total Loss: 827.726 62%|######2 | 156/250 [01:32<01:01, 1.53it/s] CLIP Loss: 821.080 Range Loss: 0.000 TV Loss: 8.585 Total Loss: 829.665 63%|######2 | 157/250 [01:33<00:57, 1.62it/s] CLIP Loss: 817.404 Range Loss: 0.000 TV Loss: 8.868 Total Loss: 826.272 63%|######3 | 158/250 [01:34<00:55, 1.66it/s] CLIP Loss: 819.895 Range Loss: 0.000 TV Loss: 9.292 Total Loss: 829.187 64%|######3 | 159/250 [01:34<00:53, 1.69it/s] CLIP Loss: 821.872 Range Loss: 0.000 TV Loss: 9.787 Total Loss: 831.659 64%|######4 | 160/250 [01:35<00:52, 1.71it/s] CLIP Loss: 820.385 Range Loss: 0.000 TV Loss: 10.283 Total Loss: 830.668 64%|######4 | 161/250 [01:36<00:58, 1.53it/s] CLIP Loss: 821.087 Range Loss: 0.000 TV Loss: 10.820 Total Loss: 831.907 65%|######4 | 162/250 [01:36<00:54, 1.61it/s] CLIP Loss: 820.972 Range Loss: 0.000 TV Loss: 11.281 Total Loss: 832.253 65%|######5 | 163/250 [01:37<00:52, 1.66it/s] CLIP Loss: 824.006 Range Loss: 0.000 TV Loss: 11.769 Total Loss: 835.775 66%|######5 | 164/250 [01:37<00:50, 1.70it/s] CLIP Loss: 828.277 Range Loss: 0.000 TV Loss: 12.301 Total Loss: 840.579 66%|######6 | 165/250 [01:38<00:49, 1.72it/s] CLIP Loss: 822.460 Range Loss: 0.000 TV Loss: 12.991 Total Loss: 835.451 66%|######6 | 166/250 [01:39<00:54, 1.54it/s] CLIP Loss: 823.831 Range Loss: 0.000 TV Loss: 13.508 Total Loss: 837.339 67%|######6 | 167/250 [01:39<00:51, 1.60it/s] CLIP Loss: 823.472 Range Loss: 0.000 TV Loss: 14.054 Total Loss: 837.526 67%|######7 | 168/250 [01:40<00:49, 1.66it/s] CLIP Loss: 819.847 Range Loss: 0.000 TV Loss: 14.686 Total Loss: 834.534 68%|######7 | 169/250 [01:40<00:47, 1.69it/s] CLIP Loss: 821.353 Range Loss: 0.000 TV Loss: 15.271 Total Loss: 836.624 68%|######8 | 170/250 [01:41<00:46, 1.72it/s] CLIP Loss: 817.108 Range Loss: 0.000 TV Loss: 15.953 Total Loss: 833.062 68%|######8 | 171/250 [01:42<00:50, 1.55it/s] CLIP Loss: 815.638 Range Loss: 0.000 TV Loss: 16.695 Total Loss: 832.334 69%|######8 | 172/250 [01:42<00:48, 1.60it/s] CLIP Loss: 818.279 Range Loss: 0.000 TV Loss: 17.364 Total Loss: 835.643 69%|######9 | 173/250 [01:43<00:46, 1.66it/s] CLIP Loss: 817.589 Range Loss: 0.000 TV Loss: 17.939 Total Loss: 835.528 70%|######9 | 174/250 [01:43<00:44, 1.69it/s] CLIP Loss: 818.655 Range Loss: 0.000 TV Loss: 18.716 Total Loss: 837.371 70%|####### | 175/250 [01:44<00:43, 1.72it/s] CLIP Loss: 820.054 Range Loss: 0.000 TV Loss: 19.336 Total Loss: 839.390 70%|####### | 176/250 [01:45<00:48, 1.54it/s] CLIP Loss: 815.960 Range Loss: 0.000 TV Loss: 20.039 Total Loss: 835.999 71%|####### | 177/250 [01:45<00:45, 1.60it/s] CLIP Loss: 819.750 Range Loss: 0.000 TV Loss: 20.912 Total Loss: 840.662 71%|#######1 | 178/250 [01:46<00:43, 1.65it/s] CLIP Loss: 818.787 Range Loss: 0.000 TV Loss: 21.491 Total Loss: 840.277 72%|#######1 | 179/250 [01:46<00:42, 1.69it/s] CLIP Loss: 819.913 Range Loss: 0.000 TV Loss: 22.217 Total Loss: 842.130 72%|#######2 | 180/250 [01:47<00:40, 1.72it/s] CLIP Loss: 822.386 Range Loss: 0.000 TV Loss: 23.043 Total Loss: 845.429 72%|#######2 | 181/250 [01:48<00:44, 1.53it/s] CLIP Loss: 821.306 Range Loss: 0.000 TV Loss: 23.835 Total Loss: 845.140 73%|#######2 | 182/250 [01:48<00:42, 1.60it/s] CLIP Loss: 823.726 Range Loss: 0.000 TV Loss: 24.658 Total Loss: 848.384 73%|#######3 | 183/250 [01:49<00:40, 1.65it/s] CLIP Loss: 826.145 Range Loss: 0.000 TV Loss: 25.367 Total Loss: 851.512 74%|#######3 | 184/250 [01:49<00:39, 1.68it/s] CLIP Loss: 820.166 Range Loss: 0.000 TV Loss: 25.985 Total Loss: 846.152 74%|#######4 | 185/250 [01:50<00:37, 1.71it/s] CLIP Loss: 823.809 Range Loss: 0.000 TV Loss: 26.730 Total Loss: 850.539 74%|#######4 | 186/250 [01:51<00:43, 1.46it/s] CLIP Loss: 820.924 Range Loss: 0.000 TV Loss: 27.592 Total Loss: 848.515 75%|#######4 | 187/250 [01:51<00:40, 1.55it/s] CLIP Loss: 821.754 Range Loss: 0.000 TV Loss: 28.323 Total Loss: 850.077 75%|#######5 | 188/250 [01:52<00:38, 1.61it/s] CLIP Loss: 820.936 Range Loss: 0.000 TV Loss: 29.127 Total Loss: 850.062 76%|#######5 | 189/250 [01:53<00:37, 1.64it/s] CLIP Loss: 822.174 Range Loss: 0.000 TV Loss: 29.880 Total Loss: 852.055 76%|#######6 | 190/250 [01:53<00:35, 1.68it/s] CLIP Loss: 819.852 Range Loss: 0.000 TV Loss: 30.556 Total Loss: 850.408 76%|#######6 | 191/250 [01:54<00:38, 1.53it/s] CLIP Loss: 823.947 Range Loss: 0.000 TV Loss: 31.419 Total Loss: 855.366 77%|#######6 | 192/250 [01:54<00:36, 1.60it/s] CLIP Loss: 828.003 Range Loss: 0.000 TV Loss: 32.123 Total Loss: 860.125 77%|#######7 | 193/250 [01:55<00:34, 1.65it/s] CLIP Loss: 822.685 Range Loss: 0.000 TV Loss: 32.846 Total Loss: 855.531 78%|#######7 | 194/250 [01:56<00:33, 1.68it/s] CLIP Loss: 825.636 Range Loss: 0.000 TV Loss: 33.475 Total Loss: 859.112 78%|#######8 | 195/250 [01:56<00:32, 1.70it/s] CLIP Loss: 824.455 Range Loss: 0.000 TV Loss: 34.096 Total Loss: 858.551 78%|#######8 | 196/250 [01:57<00:35, 1.54it/s] CLIP Loss: 825.346 Range Loss: 0.000 TV Loss: 34.763 Total Loss: 860.110 79%|#######8 | 197/250 [01:58<00:33, 1.58it/s] CLIP Loss: 823.208 Range Loss: 0.000 TV Loss: 35.416 Total Loss: 858.624 79%|#######9 | 198/250 [01:58<00:31, 1.63it/s] CLIP Loss: 822.880 Range Loss: 0.000 TV Loss: 36.021 Total Loss: 858.901 80%|#######9 | 199/250 [01:59<00:30, 1.66it/s] CLIP Loss: 825.811 Range Loss: 0.000 TV Loss: 36.423 Total Loss: 862.234 80%|######## | 200/250 [01:59<00:29, 1.69it/s] CLIP Loss: 824.028 Range Loss: 0.000 TV Loss: 36.765 Total Loss: 860.793 80%|######## | 201/250 [02:00<00:31, 1.53it/s] CLIP Loss: 823.662 Range Loss: 0.000 TV Loss: 37.164 Total Loss: 860.826 81%|######## | 202/250 [02:01<00:29, 1.60it/s] CLIP Loss: 828.940 Range Loss: 0.000 TV Loss: 37.536 Total Loss: 866.476 81%|########1 | 203/250 [02:01<00:28, 1.65it/s] CLIP Loss: 826.031 Range Loss: 0.000 TV Loss: 37.835 Total Loss: 863.867 82%|########1 | 204/250 [02:02<00:27, 1.68it/s] CLIP Loss: 825.142 Range Loss: 0.000 TV Loss: 38.054 Total Loss: 863.196 82%|########2 | 205/250 [02:02<00:26, 1.70it/s] CLIP Loss: 826.379 Range Loss: 0.000 TV Loss: 38.223 Total Loss: 864.602 82%|########2 | 206/250 [02:03<00:28, 1.54it/s] CLIP Loss: 823.058 Range Loss: 0.000 TV Loss: 38.254 Total Loss: 861.312 83%|########2 | 207/250 [02:04<00:26, 1.61it/s] CLIP Loss: 822.272 Range Loss: 0.000 TV Loss: 38.281 Total Loss: 860.553 83%|########3 | 208/250 [02:04<00:25, 1.63it/s] CLIP Loss: 826.288 Range Loss: 0.000 TV Loss: 38.408 Total Loss: 864.696 84%|########3 | 209/250 [02:05<00:24, 1.67it/s] CLIP Loss: 825.024 Range Loss: 0.000 TV Loss: 38.358 Total Loss: 863.382 84%|########4 | 210/250 [02:05<00:23, 1.70it/s] CLIP Loss: 828.746 Range Loss: 0.000 TV Loss: 38.348 Total Loss: 867.094 84%|########4 | 211/250 [02:06<00:25, 1.56it/s] CLIP Loss: 825.047 Range Loss: 0.000 TV Loss: 38.186 Total Loss: 863.233 85%|########4 | 212/250 [02:07<00:23, 1.62it/s] CLIP Loss: 824.191 Range Loss: 0.000 TV Loss: 37.964 Total Loss: 862.155 85%|########5 | 213/250 [02:07<00:22, 1.66it/s] CLIP Loss: 828.012 Range Loss: 0.000 TV Loss: 37.722 Total Loss: 865.734 86%|########5 | 214/250 [02:08<00:21, 1.69it/s] CLIP Loss: 825.931 Range Loss: 0.000 TV Loss: 37.441 Total Loss: 863.371 86%|########6 | 215/250 [02:08<00:20, 1.71it/s] CLIP Loss: 828.988 Range Loss: 0.000 TV Loss: 36.993 Total Loss: 865.981 86%|########6 | 216/250 [02:09<00:22, 1.54it/s] CLIP Loss: 826.823 Range Loss: 0.000 TV Loss: 36.498 Total Loss: 863.322 87%|########6 | 217/250 [02:10<00:20, 1.61it/s] CLIP Loss: 828.209 Range Loss: 0.000 TV Loss: 35.949 Total Loss: 864.159 87%|########7 | 218/250 [02:10<00:19, 1.65it/s] CLIP Loss: 824.555 Range Loss: 0.000 TV Loss: 35.266 Total Loss: 859.820 88%|########7 | 219/250 [02:11<00:18, 1.68it/s] CLIP Loss: 825.300 Range Loss: 0.000 TV Loss: 34.624 Total Loss: 859.924 88%|########8 | 220/250 [02:12<00:17, 1.71it/s] CLIP Loss: 829.052 Range Loss: 0.000 TV Loss: 33.929 Total Loss: 862.981 88%|########8 | 221/250 [02:12<00:18, 1.55it/s] CLIP Loss: 825.223 Range Loss: 0.000 TV Loss: 33.056 Total Loss: 858.278 89%|########8 | 222/250 [02:13<00:17, 1.61it/s] CLIP Loss: 827.192 Range Loss: 0.000 TV Loss: 32.210 Total Loss: 859.401 89%|########9 | 223/250 [02:13<00:16, 1.66it/s] CLIP Loss: 825.231 Range Loss: 0.000 TV Loss: 31.293 Total Loss: 856.524 90%|########9 | 224/250 [02:14<00:15, 1.70it/s] CLIP Loss: 823.056 Range Loss: 0.000 TV Loss: 30.280 Total Loss: 853.336 90%|######### | 225/250 [02:15<00:14, 1.73it/s] CLIP Loss: 824.886 Range Loss: 0.000 TV Loss: 29.207 Total Loss: 854.092 90%|######### | 226/250 [02:15<00:15, 1.57it/s] CLIP Loss: 826.118 Range Loss: 0.000 TV Loss: 28.048 Total Loss: 854.165 91%|######### | 227/250 [02:16<00:14, 1.63it/s] CLIP Loss: 824.982 Range Loss: 0.000 TV Loss: 26.906 Total Loss: 851.888 91%|#########1| 228/250 [02:16<00:13, 1.68it/s] CLIP Loss: 825.135 Range Loss: 0.000 TV Loss: 25.660 Total Loss: 850.795 92%|#########1| 229/250 [02:17<00:12, 1.71it/s] CLIP Loss: 826.024 Range Loss: 0.000 TV Loss: 24.306 Total Loss: 850.329 92%|#########2| 230/250 [02:18<00:11, 1.74it/s] CLIP Loss: 821.434 Range Loss: 0.000 TV Loss: 23.000 Total Loss: 844.434 92%|#########2| 231/250 [02:18<00:12, 1.57it/s] CLIP Loss: 822.440 Range Loss: 0.000 TV Loss: 21.659 Total Loss: 844.099 93%|#########2| 232/250 [02:19<00:11, 1.64it/s] CLIP Loss: 825.798 Range Loss: 0.000 TV Loss: 20.301 Total Loss: 846.099 93%|#########3| 233/250 [02:19<00:10, 1.68it/s] CLIP Loss: 824.031 Range Loss: 0.000 TV Loss: 18.929 Total Loss: 842.960 94%|#########3| 234/250 [02:20<00:09, 1.72it/s] CLIP Loss: 821.723 Range Loss: 0.000 TV Loss: 17.505 Total Loss: 839.229 94%|#########3| 235/250 [02:21<00:08, 1.75it/s] CLIP Loss: 824.270 Range Loss: 0.000 TV Loss: 16.103 Total Loss: 840.373 94%|#########4| 236/250 [02:21<00:09, 1.55it/s] CLIP Loss: 828.456 Range Loss: 0.000 TV Loss: 14.685 Total Loss: 843.141 95%|#########4| 237/250 [02:22<00:08, 1.62it/s] CLIP Loss: 827.104 Range Loss: 0.000 TV Loss: 13.291 Total Loss: 840.395 95%|#########5| 238/250 [02:22<00:07, 1.66it/s] CLIP Loss: 831.096 Range Loss: 0.000 TV Loss: 11.932 Total Loss: 843.028 96%|#########5| 239/250 [02:23<00:06, 1.70it/s] CLIP Loss: 831.019 Range Loss: 0.000 TV Loss: 10.614 Total Loss: 841.633 96%|#########6| 240/250 [02:24<00:05, 1.73it/s] CLIP Loss: 832.572 Range Loss: 0.000 TV Loss: 9.333 Total Loss: 841.905 96%|#########6| 241/250 [02:24<00:05, 1.57it/s] CLIP Loss: 834.229 Range Loss: 0.000 TV Loss: 8.105 Total Loss: 842.335 97%|#########6| 242/250 [02:25<00:04, 1.63it/s] CLIP Loss: 835.940 Range Loss: 0.000 TV Loss: 6.959 Total Loss: 842.899 97%|#########7| 243/250 [02:25<00:04, 1.68it/s] CLIP Loss: 841.267 Range Loss: 0.000 TV Loss: 5.843 Total Loss: 847.110 98%|#########7| 244/250 [02:26<00:03, 1.72it/s] CLIP Loss: 842.626 Range Loss: 0.000 TV Loss: 4.858 Total Loss: 847.484 98%|#########8| 245/250 [02:27<00:02, 1.73it/s] CLIP Loss: 851.242 Range Loss: 0.000 TV Loss: 3.946 Total Loss: 855.188 98%|#########8| 246/250 [02:27<00:02, 1.54it/s] CLIP Loss: 851.149 Range Loss: 0.000 TV Loss: 3.151 Total Loss: 854.300 99%|#########8| 247/250 [02:28<00:01, 1.61it/s] CLIP Loss: 855.126 Range Loss: 0.000 TV Loss: 2.496 Total Loss: 857.623 99%|#########9| 248/250 [02:28<00:01, 1.67it/s] CLIP Loss: 862.963 Range Loss: 0.000 TV Loss: 1.979 Total Loss: 864.943 100%|#########9| 249/250 [02:29<00:00, 1.71it/s] CLIP Loss: 871.864 Range Loss: 0.000 TV Loss: 1.607 Total Loss: 873.472 100%|##########| 250/250 [02:30<00:00, 1.53it/s] 100%|##########| 250/250 [02:30<00:00, 1.66it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bID7oolts3buveabc5ntcnoznxcbiStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- a purple rope
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "a purple rope", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "a purple rope", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "a purple rope", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "a purple rope", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="a purple rope"' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "a purple rope", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-10-16T02:09:57.468305Z", "created_at": "2021-10-16T02:07:17.293544Z", "data_removed": false, "error": null, "id": "7oolts3buveabc5ntcnoznxcbi", "input": { "seed": "0", "prompt": "a purple rope", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\nLoading clip model\tViT-B/32\ton device\tcuda.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 932.966\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 941.045\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:56, 1.41it/s]\nCLIP Loss: 899.509\tRange Loss: 0.058\tTV Loss: 6.384\tTotal Loss: 905.951\n\n 1%| | 2/250 [00:01<02:26, 1.69it/s]\nCLIP Loss: 886.507\tRange Loss: 1.372\tTV Loss: 8.099\tTotal Loss: 895.978\n\n 1%|1 | 3/250 [00:01<02:18, 1.78it/s]\nCLIP Loss: 879.984\tRange Loss: 6.448\tTV Loss: 9.696\tTotal Loss: 896.128\n\n 2%|1 | 4/250 [00:02<02:14, 1.83it/s]\nCLIP Loss: 890.803\tRange Loss: 0.465\tTV Loss: 7.113\tTotal Loss: 898.381\n\n 2%|2 | 5/250 [00:02<02:10, 1.87it/s]\nCLIP Loss: 884.105\tRange Loss: 1.196\tTV Loss: 5.717\tTotal Loss: 891.019\n\n 2%|2 | 6/250 [00:03<02:30, 1.62it/s]\nCLIP Loss: 879.524\tRange Loss: 2.761\tTV Loss: 5.499\tTotal Loss: 887.784\n\n 3%|2 | 7/250 [00:04<02:22, 1.71it/s]\nCLIP Loss: 881.319\tRange Loss: 1.630\tTV Loss: 5.077\tTotal Loss: 888.026\n\n 3%|3 | 8/250 [00:04<02:16, 1.77it/s]\nCLIP Loss: 880.977\tRange Loss: 2.922\tTV Loss: 4.884\tTotal Loss: 888.782\n\n 4%|3 | 9/250 [00:05<02:14, 1.79it/s]\nCLIP Loss: 885.160\tRange Loss: 1.414\tTV Loss: 4.323\tTotal Loss: 890.898\n\n 4%|4 | 10/250 [00:05<02:10, 1.83it/s]\nCLIP Loss: 884.129\tRange Loss: 1.675\tTV Loss: 4.323\tTotal Loss: 890.127\n\n 4%|4 | 11/250 [00:06<02:28, 1.61it/s]\nCLIP Loss: 882.641\tRange Loss: 4.232\tTV Loss: 4.488\tTotal Loss: 891.361\n\n 5%|4 | 12/250 [00:06<02:20, 1.69it/s]\nCLIP Loss: 886.771\tRange Loss: 0.458\tTV Loss: 3.602\tTotal Loss: 890.831\n\n 5%|5 | 13/250 [00:07<02:15, 1.75it/s]\nCLIP Loss: 889.542\tRange Loss: 0.228\tTV Loss: 3.453\tTotal Loss: 893.223\n\n 6%|5 | 14/250 [00:08<02:11, 1.80it/s]\nCLIP Loss: 883.373\tRange Loss: 0.468\tTV Loss: 3.214\tTotal Loss: 887.056\n\n 6%|6 | 15/250 [00:08<02:08, 1.83it/s]\nCLIP Loss: 883.200\tRange Loss: 0.677\tTV Loss: 3.641\tTotal Loss: 887.519\n\n 6%|6 | 16/250 [00:09<02:24, 1.62it/s]\nCLIP Loss: 881.643\tRange Loss: 0.789\tTV Loss: 2.926\tTotal Loss: 885.359\n\n 7%|6 | 17/250 [00:09<02:17, 1.70it/s]\nCLIP Loss: 882.468\tRange Loss: 0.764\tTV Loss: 3.135\tTotal Loss: 886.367\n\n 7%|7 | 18/250 [00:10<02:12, 1.75it/s]\nCLIP Loss: 881.656\tRange Loss: 2.089\tTV Loss: 3.082\tTotal Loss: 886.826\n\n 8%|7 | 19/250 [00:10<02:08, 1.80it/s]\nCLIP Loss: 880.666\tRange Loss: 1.845\tTV Loss: 2.659\tTotal Loss: 885.170\n\n 8%|8 | 20/250 [00:11<02:06, 1.81it/s]\nCLIP Loss: 882.366\tRange Loss: 1.086\tTV Loss: 2.161\tTotal Loss: 885.614\n\n 8%|8 | 21/250 [00:12<02:22, 1.61it/s]\nCLIP Loss: 882.206\tRange Loss: 1.752\tTV Loss: 2.058\tTotal Loss: 886.016\n\n 9%|8 | 22/250 [00:12<02:14, 1.69it/s]\nCLIP Loss: 881.603\tRange Loss: 1.781\tTV Loss: 1.919\tTotal Loss: 885.302\n\n 9%|9 | 23/250 [00:13<02:10, 1.74it/s]\nCLIP Loss: 881.021\tRange Loss: 2.606\tTV Loss: 1.891\tTotal Loss: 885.518\n\n 10%|9 | 24/250 [00:13<02:06, 1.79it/s]\nCLIP Loss: 884.685\tRange Loss: 1.242\tTV Loss: 1.809\tTotal Loss: 887.737\n\n 10%|# | 25/250 [00:14<02:03, 1.82it/s]\nCLIP Loss: 882.247\tRange Loss: 2.075\tTV Loss: 1.720\tTotal Loss: 886.043\n\n 10%|# | 26/250 [00:15<02:11, 1.70it/s]\nCLIP Loss: 883.497\tRange Loss: 1.832\tTV Loss: 1.666\tTotal Loss: 886.996\n\n 11%|# | 27/250 [00:15<02:06, 1.76it/s]\nCLIP Loss: 881.844\tRange Loss: 1.021\tTV Loss: 1.212\tTotal Loss: 884.077\n\n 11%|#1 | 28/250 [00:16<02:03, 1.80it/s]\nCLIP Loss: 885.173\tRange Loss: 1.185\tTV Loss: 1.085\tTotal Loss: 887.442\n\n 12%|#1 | 29/250 [00:16<02:00, 1.83it/s]\nCLIP Loss: 883.391\tRange Loss: 2.379\tTV Loss: 1.011\tTotal Loss: 886.781\n\n 12%|#2 | 30/250 [00:17<01:58, 1.85it/s]\nCLIP Loss: 883.220\tRange Loss: 2.064\tTV Loss: 0.895\tTotal Loss: 886.179\n\n 12%|#2 | 31/250 [00:17<02:07, 1.71it/s]\nCLIP Loss: 885.219\tRange Loss: 1.774\tTV Loss: 0.824\tTotal Loss: 887.816\n\n 13%|#2 | 32/250 [00:18<02:03, 1.77it/s]\nCLIP Loss: 884.972\tRange Loss: 1.137\tTV Loss: 0.724\tTotal Loss: 886.833\n\n 13%|#3 | 33/250 [00:18<02:01, 1.79it/s]\nCLIP Loss: 883.782\tRange Loss: 1.865\tTV Loss: 0.720\tTotal Loss: 886.368\n\n 14%|#3 | 34/250 [00:19<01:58, 1.82it/s]\nCLIP Loss: 883.513\tRange Loss: 2.000\tTV Loss: 0.626\tTotal Loss: 886.140\n\n 14%|#4 | 35/250 [00:19<01:57, 1.83it/s]\nCLIP Loss: 885.859\tRange Loss: 2.051\tTV Loss: 0.585\tTotal Loss: 888.495\n\n 14%|#4 | 36/250 [00:20<02:03, 1.73it/s]\nCLIP Loss: 884.855\tRange Loss: 2.495\tTV Loss: 0.529\tTotal Loss: 887.879\n\n 15%|#4 | 37/250 [00:21<01:59, 1.78it/s]\nCLIP Loss: 884.658\tRange Loss: 1.778\tTV Loss: 0.486\tTotal Loss: 886.922\n\n 15%|#5 | 38/250 [00:21<01:58, 1.79it/s]\nCLIP Loss: 885.274\tRange Loss: 1.983\tTV Loss: 0.436\tTotal Loss: 887.693\n\n 16%|#5 | 39/250 [00:22<01:55, 1.82it/s]\nCLIP Loss: 885.757\tRange Loss: 2.053\tTV Loss: 0.491\tTotal Loss: 888.301\n\n 16%|#6 | 40/250 [00:22<01:54, 1.83it/s]\nCLIP Loss: 885.667\tRange Loss: 1.656\tTV Loss: 0.399\tTotal Loss: 887.721\n\n 16%|#6 | 41/250 [00:23<02:00, 1.73it/s]\nCLIP Loss: 885.960\tRange Loss: 1.926\tTV Loss: 0.399\tTotal Loss: 888.286\n\n 17%|#6 | 42/250 [00:23<01:56, 1.79it/s]\nCLIP Loss: 884.152\tRange Loss: 1.531\tTV Loss: 0.359\tTotal Loss: 886.042\n\n 17%|#7 | 43/250 [00:24<01:54, 1.80it/s]\nCLIP Loss: 885.502\tRange Loss: 1.465\tTV Loss: 0.364\tTotal Loss: 887.330\n\n 18%|#7 | 44/250 [00:24<01:52, 1.82it/s]\nCLIP Loss: 885.283\tRange Loss: 1.468\tTV Loss: 0.339\tTotal Loss: 887.090\n\n 18%|#8 | 45/250 [00:25<01:51, 1.84it/s]\nCLIP Loss: 883.862\tRange Loss: 1.943\tTV Loss: 0.316\tTotal Loss: 886.122\n\n 18%|#8 | 46/250 [00:26<01:57, 1.73it/s]\nCLIP Loss: 882.551\tRange Loss: 1.768\tTV Loss: 0.279\tTotal Loss: 884.598\n\n 19%|#8 | 47/250 [00:26<01:54, 1.78it/s]\nCLIP Loss: 883.430\tRange Loss: 1.720\tTV Loss: 0.250\tTotal Loss: 885.400\n\n 19%|#9 | 48/250 [00:27<01:52, 1.80it/s]\nCLIP Loss: 883.220\tRange Loss: 1.777\tTV Loss: 0.230\tTotal Loss: 885.226\n\n 20%|#9 | 49/250 [00:27<01:51, 1.81it/s]\nCLIP Loss: 882.474\tRange Loss: 1.636\tTV Loss: 0.203\tTotal Loss: 884.313\n\n 20%|## | 50/250 [00:28<01:49, 1.83it/s]\nCLIP Loss: 879.902\tRange Loss: 1.521\tTV Loss: 0.194\tTotal Loss: 881.616\n\n 20%|## | 51/250 [00:28<01:55, 1.72it/s]\nCLIP Loss: 877.985\tRange Loss: 1.332\tTV Loss: 0.183\tTotal Loss: 879.500\n\n 21%|## | 52/250 [00:29<01:51, 1.77it/s]\nCLIP Loss: 878.313\tRange Loss: 1.621\tTV Loss: 0.194\tTotal Loss: 880.128\n\n 21%|##1 | 53/250 [00:30<01:50, 1.79it/s]\nCLIP Loss: 879.219\tRange Loss: 1.687\tTV Loss: 0.166\tTotal Loss: 881.072\n\n 22%|##1 | 54/250 [00:30<01:48, 1.81it/s]\nCLIP Loss: 884.162\tRange Loss: 1.595\tTV Loss: 0.174\tTotal Loss: 885.930\n\n 22%|##2 | 55/250 [00:31<01:47, 1.82it/s]\nCLIP Loss: 879.032\tRange Loss: 1.628\tTV Loss: 0.141\tTotal Loss: 880.801\n\n 22%|##2 | 56/250 [00:31<01:54, 1.70it/s]\nCLIP Loss: 880.270\tRange Loss: 1.213\tTV Loss: 0.127\tTotal Loss: 881.611\n\n 23%|##2 | 57/250 [00:32<01:50, 1.75it/s]\nCLIP Loss: 878.234\tRange Loss: 1.205\tTV Loss: 0.122\tTotal Loss: 879.562\n\n 23%|##3 | 58/250 [00:32<01:48, 1.77it/s]\nCLIP Loss: 874.966\tRange Loss: 1.303\tTV Loss: 0.120\tTotal Loss: 876.390\n\n 24%|##3 | 59/250 [00:33<01:45, 1.80it/s]\nCLIP Loss: 878.055\tRange Loss: 1.121\tTV Loss: 0.106\tTotal Loss: 879.282\n\n 24%|##4 | 60/250 [00:33<01:44, 1.82it/s]\nCLIP Loss: 877.147\tRange Loss: 1.225\tTV Loss: 0.109\tTotal Loss: 878.482\n\n 24%|##4 | 61/250 [00:34<01:50, 1.71it/s]\nCLIP Loss: 873.223\tRange Loss: 1.170\tTV Loss: 0.116\tTotal Loss: 874.509\n\n 25%|##4 | 62/250 [00:35<01:46, 1.76it/s]\nCLIP Loss: 875.059\tRange Loss: 1.165\tTV Loss: 0.116\tTotal Loss: 876.341\n\n 25%|##5 | 63/250 [00:35<01:45, 1.77it/s]\nCLIP Loss: 880.259\tRange Loss: 1.184\tTV Loss: 0.094\tTotal Loss: 881.538\n\n 26%|##5 | 64/250 [00:36<01:43, 1.79it/s]\nCLIP Loss: 874.605\tRange Loss: 1.154\tTV Loss: 0.089\tTotal Loss: 875.849\n\n 26%|##6 | 65/250 [00:36<01:42, 1.80it/s]\nCLIP Loss: 876.788\tRange Loss: 1.112\tTV Loss: 0.078\tTotal Loss: 877.977\n\n 26%|##6 | 66/250 [00:37<01:48, 1.69it/s]\nCLIP Loss: 878.893\tRange Loss: 1.114\tTV Loss: 0.082\tTotal Loss: 880.089\n\n 27%|##6 | 67/250 [00:38<01:45, 1.73it/s]\nCLIP Loss: 877.894\tRange Loss: 0.987\tTV Loss: 0.074\tTotal Loss: 878.955\n\n 27%|##7 | 68/250 [00:38<01:43, 1.75it/s]\nCLIP Loss: 875.716\tRange Loss: 1.055\tTV Loss: 0.066\tTotal Loss: 876.836\n\n 28%|##7 | 69/250 [00:39<01:41, 1.78it/s]\nCLIP Loss: 875.114\tRange Loss: 1.211\tTV Loss: 0.068\tTotal Loss: 876.393\n\n 28%|##8 | 70/250 [00:39<01:39, 1.80it/s]\nCLIP Loss: 878.118\tRange Loss: 1.374\tTV Loss: 0.070\tTotal Loss: 879.562\n\n 28%|##8 | 71/250 [00:40<01:45, 1.70it/s]\nCLIP Loss: 877.679\tRange Loss: 1.418\tTV Loss: 0.059\tTotal Loss: 879.156\n\n 29%|##8 | 72/250 [00:40<01:41, 1.75it/s]\nCLIP Loss: 877.684\tRange Loss: 1.289\tTV Loss: 0.056\tTotal Loss: 879.030\n\n 29%|##9 | 73/250 [00:41<01:39, 1.77it/s]\nCLIP Loss: 880.174\tRange Loss: 1.304\tTV Loss: 0.047\tTotal Loss: 881.526\n\n 30%|##9 | 74/250 [00:41<01:38, 1.79it/s]\nCLIP Loss: 877.654\tRange Loss: 1.317\tTV Loss: 0.049\tTotal Loss: 879.020\n\n 30%|### | 75/250 [00:42<01:37, 1.80it/s]\nCLIP Loss: 878.081\tRange Loss: 1.190\tTV Loss: 0.054\tTotal Loss: 879.326\n\n 30%|### | 76/250 [00:43<01:42, 1.70it/s]\nCLIP Loss: 882.741\tRange Loss: 1.174\tTV Loss: 0.051\tTotal Loss: 883.966\n\n 31%|### | 77/250 [00:43<01:39, 1.75it/s]\nCLIP Loss: 875.600\tRange Loss: 1.160\tTV Loss: 0.044\tTotal Loss: 876.804\n\n 31%|###1 | 78/250 [00:44<01:37, 1.77it/s]\nCLIP Loss: 875.295\tRange Loss: 1.145\tTV Loss: 0.038\tTotal Loss: 876.479\n\n 32%|###1 | 79/250 [00:44<01:35, 1.79it/s]\nCLIP Loss: 881.187\tRange Loss: 1.081\tTV Loss: 0.051\tTotal Loss: 882.320\n\n 32%|###2 | 80/250 [00:45<01:34, 1.80it/s]\nCLIP Loss: 883.528\tRange Loss: 1.130\tTV Loss: 0.033\tTotal Loss: 884.691\n\n 32%|###2 | 81/250 [00:46<01:40, 1.69it/s]\nCLIP Loss: 875.880\tRange Loss: 1.126\tTV Loss: 0.039\tTotal Loss: 877.046\n\n 33%|###2 | 82/250 [00:46<01:36, 1.73it/s]\nCLIP Loss: 881.671\tRange Loss: 1.142\tTV Loss: 0.030\tTotal Loss: 882.843\n\n 33%|###3 | 83/250 [00:47<01:35, 1.75it/s]\nCLIP Loss: 874.719\tRange Loss: 1.133\tTV Loss: 0.035\tTotal Loss: 875.887\n\n 34%|###3 | 84/250 [00:47<01:34, 1.76it/s]\nCLIP Loss: 877.650\tRange Loss: 1.123\tTV Loss: 0.030\tTotal Loss: 878.803\n\n 34%|###4 | 85/250 [00:48<01:32, 1.79it/s]\nCLIP Loss: 873.007\tRange Loss: 1.127\tTV Loss: 0.042\tTotal Loss: 874.177\n\n 34%|###4 | 86/250 [00:48<01:37, 1.68it/s]\nCLIP Loss: 879.693\tRange Loss: 1.172\tTV Loss: 0.036\tTotal Loss: 880.902\n\n 35%|###4 | 87/250 [00:49<01:34, 1.72it/s]\nCLIP Loss: 871.866\tRange Loss: 1.070\tTV Loss: 0.036\tTotal Loss: 872.972\n\n 35%|###5 | 88/250 [00:49<01:33, 1.74it/s]\nCLIP Loss: 881.263\tRange Loss: 1.055\tTV Loss: 0.081\tTotal Loss: 882.399\n\n 36%|###5 | 89/250 [00:50<01:31, 1.76it/s]\nCLIP Loss: 872.859\tRange Loss: 1.070\tTV Loss: 0.037\tTotal Loss: 873.966\n\n 36%|###6 | 90/250 [00:51<01:30, 1.77it/s]\nCLIP Loss: 877.962\tRange Loss: 1.074\tTV Loss: 0.087\tTotal Loss: 879.123\n\n 36%|###6 | 91/250 [00:51<01:34, 1.68it/s]\nCLIP Loss: 864.583\tRange Loss: 1.103\tTV Loss: 0.068\tTotal Loss: 865.754\n\n 37%|###6 | 92/250 [00:52<01:31, 1.73it/s]\nCLIP Loss: 866.297\tRange Loss: 1.026\tTV Loss: 0.046\tTotal Loss: 867.369\n\n 37%|###7 | 93/250 [00:52<01:30, 1.73it/s]\nCLIP Loss: 861.720\tRange Loss: 1.085\tTV Loss: 0.127\tTotal Loss: 862.932\n\n 38%|###7 | 94/250 [00:53<01:28, 1.76it/s]\nCLIP Loss: 824.201\tRange Loss: 1.190\tTV Loss: 0.244\tTotal Loss: 825.635\n\n 38%|###8 | 95/250 [00:53<01:27, 1.77it/s]\nCLIP Loss: 824.503\tRange Loss: 1.173\tTV Loss: 0.257\tTotal Loss: 825.933\n\n 38%|###8 | 96/250 [00:54<01:32, 1.67it/s]\nCLIP Loss: 821.272\tRange Loss: 1.083\tTV Loss: 0.253\tTotal Loss: 822.608\n\n 39%|###8 | 97/250 [00:55<01:28, 1.72it/s]\nCLIP Loss: 822.536\tRange Loss: 1.034\tTV Loss: 0.275\tTotal Loss: 823.845\n\n 39%|###9 | 98/250 [00:55<01:27, 1.74it/s]\nCLIP Loss: 818.641\tRange Loss: 1.020\tTV Loss: 0.260\tTotal Loss: 819.921\n\n 40%|###9 | 99/250 [00:56<01:25, 1.76it/s]\nCaught SIGTERM, exiting...\nCLIP Loss: 816.808\tRange Loss: 1.002\tTV Loss: 0.270\tTotal Loss: 818.080\n\n 40%|#### | 100/250 [00:56<01:24, 1.77it/s]\nCLIP Loss: 818.925\tRange Loss: 0.936\tTV Loss: 0.289\tTotal Loss: 820.150\n\n 40%|#### | 101/250 [00:57<01:29, 1.67it/s]\nCLIP Loss: 813.632\tRange Loss: 0.861\tTV Loss: 0.341\tTotal Loss: 814.834\n\n 41%|#### | 102/250 [00:58<01:26, 1.72it/s]\nCLIP Loss: 812.274\tRange Loss: 0.820\tTV Loss: 0.368\tTotal Loss: 813.462\n\n 41%|####1 | 103/250 [00:58<01:24, 1.73it/s]\nCLIP Loss: 806.934\tRange Loss: 0.790\tTV Loss: 0.453\tTotal Loss: 808.177\n\n 42%|####1 | 104/250 [00:59<01:22, 1.76it/s]\nCLIP Loss: 804.079\tRange Loss: 0.753\tTV Loss: 0.520\tTotal Loss: 805.351\n\n 42%|####2 | 105/250 [00:59<01:22, 1.76it/s]\nCLIP Loss: 799.237\tRange Loss: 0.692\tTV Loss: 0.578\tTotal Loss: 800.508\n\n 42%|####2 | 106/250 [01:00<01:26, 1.66it/s]\nCLIP Loss: 792.863\tRange Loss: 0.663\tTV Loss: 0.602\tTotal Loss: 794.129\n\n 43%|####2 | 107/250 [01:01<01:23, 1.70it/s]\nCLIP Loss: 788.243\tRange Loss: 0.643\tTV Loss: 0.654\tTotal Loss: 789.540\n\n 43%|####3 | 108/250 [01:01<01:22, 1.72it/s]\nCLIP Loss: 786.923\tRange Loss: 0.602\tTV Loss: 0.718\tTotal Loss: 788.243\n\n 44%|####3 | 109/250 [01:02<01:20, 1.74it/s]\nCLIP Loss: 783.518\tRange Loss: 0.557\tTV Loss: 0.777\tTotal Loss: 784.851\n\n 44%|####4 | 110/250 [01:02<01:19, 1.75it/s]\nCLIP Loss: 784.040\tRange Loss: 0.525\tTV Loss: 0.827\tTotal Loss: 785.392\n\n 44%|####4 | 111/250 [01:03<01:23, 1.66it/s]\nCLIP Loss: 779.676\tRange Loss: 0.531\tTV Loss: 0.911\tTotal Loss: 781.118\n\n 45%|####4 | 112/250 [01:03<01:20, 1.71it/s]\nCLIP Loss: 780.378\tRange Loss: 0.562\tTV Loss: 0.953\tTotal Loss: 781.892\n\n 45%|####5 | 113/250 [01:04<01:19, 1.72it/s]\nCLIP Loss: 777.117\tRange Loss: 0.596\tTV Loss: 0.981\tTotal Loss: 778.694\n\n 46%|####5 | 114/250 [01:05<01:18, 1.74it/s]\nCLIP Loss: 774.549\tRange Loss: 0.572\tTV Loss: 1.018\tTotal Loss: 776.139\n\n 46%|####6 | 115/250 [01:05<01:17, 1.75it/s]\nCLIP Loss: 772.801\tRange Loss: 0.561\tTV Loss: 1.107\tTotal Loss: 774.469\n\n 46%|####6 | 116/250 [01:06<01:20, 1.66it/s]\nCLIP Loss: 778.547\tRange Loss: 0.563\tTV Loss: 1.101\tTotal Loss: 780.211\n\n 47%|####6 | 117/250 [01:06<01:18, 1.69it/s]\nCLIP Loss: 778.054\tRange Loss: 0.567\tTV Loss: 1.136\tTotal Loss: 779.757\n\n 47%|####7 | 118/250 [01:07<01:17, 1.71it/s]\nCLIP Loss: 777.634\tRange Loss: 0.548\tTV Loss: 1.216\tTotal Loss: 779.398\n\n 48%|####7 | 119/250 [01:07<01:15, 1.72it/s]\nCLIP Loss: 775.211\tRange Loss: 0.509\tTV Loss: 1.250\tTotal Loss: 776.970\n\n 48%|####8 | 120/250 [01:08<01:15, 1.72it/s]\nCLIP Loss: 775.198\tRange Loss: 0.492\tTV Loss: 1.303\tTotal Loss: 776.994\n\n 48%|####8 | 121/250 [01:09<01:18, 1.63it/s]\nCLIP Loss: 774.857\tRange Loss: 0.474\tTV Loss: 1.377\tTotal Loss: 776.709\n\n 49%|####8 | 122/250 [01:09<01:15, 1.69it/s]\nCLIP Loss: 770.521\tRange Loss: 0.486\tTV Loss: 1.438\tTotal Loss: 772.445\n\n 49%|####9 | 123/250 [01:10<01:15, 1.69it/s]\nCLIP Loss: 769.557\tRange Loss: 0.495\tTV Loss: 1.474\tTotal Loss: 771.526\n\n 50%|####9 | 124/250 [01:10<01:13, 1.72it/s]\nCLIP Loss: 769.090\tRange Loss: 0.473\tTV Loss: 1.582\tTotal Loss: 771.144\n\n 50%|##### | 125/250 [01:11<01:12, 1.73it/s]\nCLIP Loss: 768.945\tRange Loss: 0.464\tTV Loss: 1.692\tTotal Loss: 771.102\n\n 50%|##### | 126/250 [01:12<01:16, 1.63it/s]\nCLIP Loss: 768.503\tRange Loss: 0.462\tTV Loss: 1.755\tTotal Loss: 770.720\n\n 51%|##### | 127/250 [01:12<01:13, 1.68it/s]\nCLIP Loss: 767.252\tRange Loss: 0.470\tTV Loss: 1.848\tTotal Loss: 769.571\n\n 51%|#####1 | 128/250 [01:13<01:12, 1.68it/s]\nCLIP Loss: 766.815\tRange Loss: 0.456\tTV Loss: 1.981\tTotal Loss: 769.252\n\n 52%|#####1 | 129/250 [01:13<01:11, 1.70it/s]\nCLIP Loss: 766.925\tRange Loss: 0.440\tTV Loss: 2.091\tTotal Loss: 769.456\n\n 52%|#####2 | 130/250 [01:14<01:09, 1.72it/s]\nCLIP Loss: 762.456\tRange Loss: 0.422\tTV Loss: 2.200\tTotal Loss: 765.078\n\n 52%|#####2 | 131/250 [01:15<01:13, 1.61it/s]\nCLIP Loss: 764.402\tRange Loss: 0.414\tTV Loss: 2.309\tTotal Loss: 767.125\n\n 53%|#####2 | 132/250 [01:15<01:10, 1.66it/s]\nCLIP Loss: 760.977\tRange Loss: 0.417\tTV Loss: 2.430\tTotal Loss: 763.825\n\n 53%|#####3 | 133/250 [01:16<01:09, 1.69it/s]\nCLIP Loss: 759.881\tRange Loss: 0.411\tTV Loss: 2.539\tTotal Loss: 762.831\n\n 54%|#####3 | 134/250 [01:16<01:08, 1.70it/s]\nCLIP Loss: 759.121\tRange Loss: 0.419\tTV Loss: 2.669\tTotal Loss: 762.209\n\n 54%|#####4 | 135/250 [01:17<01:07, 1.71it/s]\nCLIP Loss: 759.285\tRange Loss: 0.401\tTV Loss: 2.818\tTotal Loss: 762.504\n\n 54%|#####4 | 136/250 [01:18<01:11, 1.58it/s]\nCLIP Loss: 759.368\tRange Loss: 0.408\tTV Loss: 2.965\tTotal Loss: 762.741\n\n 55%|#####4 | 137/250 [01:18<01:08, 1.64it/s]\nCLIP Loss: 757.090\tRange Loss: 0.419\tTV Loss: 3.186\tTotal Loss: 760.695\n\n 55%|#####5 | 138/250 [01:19<01:07, 1.67it/s]\nCLIP Loss: 760.240\tRange Loss: 0.408\tTV Loss: 3.340\tTotal Loss: 763.988\n\n 56%|#####5 | 139/250 [01:19<01:05, 1.69it/s]\nCLIP Loss: 759.225\tRange Loss: 0.399\tTV Loss: 3.471\tTotal Loss: 763.096\n\n 56%|#####6 | 140/250 [01:20<01:04, 1.71it/s]\nCLIP Loss: 751.027\tRange Loss: 0.412\tTV Loss: 3.661\tTotal Loss: 755.101\n\n 56%|#####6 | 141/250 [01:21<01:07, 1.62it/s]\nCLIP Loss: 784.258\tRange Loss: 0.406\tTV Loss: 4.024\tTotal Loss: 788.688\n\n 57%|#####6 | 142/250 [01:21<01:04, 1.67it/s]\nCLIP Loss: 764.267\tRange Loss: 0.407\tTV Loss: 4.172\tTotal Loss: 768.846\n\n 57%|#####7 | 143/250 [01:22<01:03, 1.69it/s]\nCLIP Loss: 757.949\tRange Loss: 0.418\tTV Loss: 4.338\tTotal Loss: 762.705\n\n 58%|#####7 | 144/250 [01:22<01:01, 1.71it/s]\nCLIP Loss: 741.581\tRange Loss: 0.410\tTV Loss: 4.512\tTotal Loss: 746.504\n\n 58%|#####8 | 145/250 [01:23<01:00, 1.72it/s]\nCLIP Loss: 724.412\tRange Loss: 0.413\tTV Loss: 4.714\tTotal Loss: 729.540\n\n 58%|#####8 | 146/250 [01:24<01:04, 1.61it/s]\nCLIP Loss: 720.252\tRange Loss: 0.404\tTV Loss: 4.930\tTotal Loss: 725.585\n\n 59%|#####8 | 147/250 [01:24<01:02, 1.66it/s]\nCLIP Loss: 722.084\tRange Loss: 0.415\tTV Loss: 5.200\tTotal Loss: 727.699\n\n 59%|#####9 | 148/250 [01:25<01:00, 1.69it/s]\nCLIP Loss: 728.221\tRange Loss: 0.405\tTV Loss: 5.474\tTotal Loss: 734.101\n\n 60%|#####9 | 149/250 [01:25<00:59, 1.71it/s]\nCLIP Loss: 728.689\tRange Loss: 0.395\tTV Loss: 5.871\tTotal Loss: 734.955\n\n 60%|###### | 150/250 [01:26<00:57, 1.73it/s]\nCLIP Loss: 715.304\tRange Loss: 0.389\tTV Loss: 6.146\tTotal Loss: 721.839\n\n 60%|###### | 151/250 [01:27<01:00, 1.63it/s]\nCLIP Loss: 711.772\tRange Loss: 0.391\tTV Loss: 6.437\tTotal Loss: 718.600\n\n 61%|###### | 152/250 [01:27<00:58, 1.67it/s]\nCLIP Loss: 717.828\tRange Loss: 0.388\tTV Loss: 6.761\tTotal Loss: 724.977\n\n 61%|######1 | 153/250 [01:28<00:57, 1.70it/s]\nCLIP Loss: 712.678\tRange Loss: 0.391\tTV Loss: 7.115\tTotal Loss: 720.183\n\n 62%|######1 | 154/250 [01:28<00:55, 1.72it/s]\nCLIP Loss: 706.078\tRange Loss: 0.375\tTV Loss: 7.397\tTotal Loss: 713.850\n\n 62%|######2 | 155/250 [01:29<00:54, 1.74it/s]\nCLIP Loss: 713.169\tRange Loss: 0.369\tTV Loss: 7.789\tTotal Loss: 721.327\n\n 62%|######2 | 156/250 [01:30<00:57, 1.64it/s]\nCLIP Loss: 721.998\tRange Loss: 0.367\tTV Loss: 8.054\tTotal Loss: 730.419\n\n 63%|######2 | 157/250 [01:30<00:55, 1.68it/s]\nCLIP Loss: 724.030\tRange Loss: 0.377\tTV Loss: 8.710\tTotal Loss: 733.117\n\n 63%|######3 | 158/250 [01:31<00:53, 1.71it/s]\nCLIP Loss: 714.658\tRange Loss: 0.374\tTV Loss: 9.082\tTotal Loss: 724.115\n\n 64%|######3 | 159/250 [01:31<00:52, 1.74it/s]\nCLIP Loss: 713.143\tRange Loss: 0.372\tTV Loss: 9.546\tTotal Loss: 723.060\n\n 64%|######4 | 160/250 [01:32<00:51, 1.75it/s]\nCLIP Loss: 713.928\tRange Loss: 0.374\tTV Loss: 10.098\tTotal Loss: 724.401\n\n 64%|######4 | 161/250 [01:33<00:53, 1.66it/s]\nCLIP Loss: 713.072\tRange Loss: 0.371\tTV Loss: 10.588\tTotal Loss: 724.031\n\n 65%|######4 | 162/250 [01:33<00:51, 1.71it/s]\nCLIP Loss: 717.316\tRange Loss: 0.373\tTV Loss: 11.070\tTotal Loss: 728.760\n\n 65%|######5 | 163/250 [01:34<00:50, 1.73it/s]\nCLIP Loss: 719.958\tRange Loss: 0.381\tTV Loss: 11.608\tTotal Loss: 731.946\n\n 66%|######5 | 164/250 [01:34<00:49, 1.75it/s]\nCLIP Loss: 712.277\tRange Loss: 0.376\tTV Loss: 12.066\tTotal Loss: 724.719\n\n 66%|######6 | 165/250 [01:35<00:48, 1.76it/s]\nCLIP Loss: 718.308\tRange Loss: 0.367\tTV Loss: 12.762\tTotal Loss: 731.437\n\n 66%|######6 | 166/250 [01:35<00:50, 1.66it/s]\nCLIP Loss: 719.343\tRange Loss: 0.369\tTV Loss: 13.243\tTotal Loss: 732.954\n\n 67%|######6 | 167/250 [01:36<00:48, 1.70it/s]\nCLIP Loss: 718.601\tRange Loss: 0.375\tTV Loss: 13.787\tTotal Loss: 732.763\n\n 67%|######7 | 168/250 [01:37<00:47, 1.73it/s]\nCLIP Loss: 715.546\tRange Loss: 0.381\tTV Loss: 14.379\tTotal Loss: 730.306\n\n 68%|######7 | 169/250 [01:37<00:46, 1.73it/s]\nCLIP Loss: 725.218\tRange Loss: 0.371\tTV Loss: 15.037\tTotal Loss: 740.626\n\n 68%|######8 | 170/250 [01:38<00:45, 1.75it/s]\nCLIP Loss: 722.565\tRange Loss: 0.369\tTV Loss: 15.669\tTotal Loss: 738.604\n\n 68%|######8 | 171/250 [01:38<00:47, 1.66it/s]\nCLIP Loss: 722.046\tRange Loss: 0.368\tTV Loss: 16.340\tTotal Loss: 738.754\n\n 69%|######8 | 172/250 [01:39<00:45, 1.71it/s]\nCLIP Loss: 718.048\tRange Loss: 0.364\tTV Loss: 17.007\tTotal Loss: 735.419\n\n 69%|######9 | 173/250 [01:39<00:44, 1.73it/s]\nCLIP Loss: 723.028\tRange Loss: 0.356\tTV Loss: 17.633\tTotal Loss: 741.017\n\n 70%|######9 | 174/250 [01:40<00:43, 1.73it/s]\nCLIP Loss: 723.581\tRange Loss: 0.358\tTV Loss: 18.368\tTotal Loss: 742.308\n\n 70%|####### | 175/250 [01:41<00:42, 1.76it/s]\nCLIP Loss: 725.355\tRange Loss: 0.351\tTV Loss: 19.012\tTotal Loss: 744.718\n\n 70%|####### | 176/250 [01:41<00:45, 1.64it/s]\nCLIP Loss: 727.932\tRange Loss: 0.350\tTV Loss: 19.707\tTotal Loss: 747.990\n\n 71%|####### | 177/250 [01:42<00:42, 1.70it/s]\nCLIP Loss: 726.296\tRange Loss: 0.353\tTV Loss: 20.563\tTotal Loss: 747.211\n\n 71%|#######1 | 178/250 [01:42<00:42, 1.71it/s]\nCLIP Loss: 724.119\tRange Loss: 0.351\tTV Loss: 21.191\tTotal Loss: 745.661\n\n 72%|#######1 | 179/250 [01:43<00:40, 1.74it/s]\nCLIP Loss: 726.423\tRange Loss: 0.347\tTV Loss: 21.929\tTotal Loss: 748.699\n\n 72%|#######2 | 180/250 [01:43<00:39, 1.75it/s]\nCLIP Loss: 722.118\tRange Loss: 0.345\tTV Loss: 22.752\tTotal Loss: 745.215\n\n 72%|#######2 | 181/250 [01:44<00:41, 1.66it/s]\nCLIP Loss: 726.170\tRange Loss: 0.346\tTV Loss: 23.460\tTotal Loss: 749.977\n\n 73%|#######2 | 182/250 [01:45<00:39, 1.71it/s]\nCLIP Loss: 724.850\tRange Loss: 0.346\tTV Loss: 24.233\tTotal Loss: 749.429\n\n 73%|#######3 | 183/250 [01:45<00:38, 1.73it/s]\nCLIP Loss: 724.013\tRange Loss: 0.347\tTV Loss: 24.922\tTotal Loss: 749.282\n\n 74%|#######3 | 184/250 [01:46<00:37, 1.75it/s]\nCLIP Loss: 723.786\tRange Loss: 0.345\tTV Loss: 25.596\tTotal Loss: 749.727\n\n 74%|#######4 | 185/250 [01:46<00:36, 1.77it/s]\nCLIP Loss: 725.215\tRange Loss: 0.348\tTV Loss: 26.336\tTotal Loss: 751.899\n\n 74%|#######4 | 186/250 [01:47<00:38, 1.65it/s]\nCLIP Loss: 725.498\tRange Loss: 0.351\tTV Loss: 27.181\tTotal Loss: 753.030\n\n 75%|#######4 | 187/250 [01:48<00:37, 1.69it/s]\nCLIP Loss: 721.500\tRange Loss: 0.351\tTV Loss: 27.859\tTotal Loss: 749.710\n\n 75%|#######5 | 188/250 [01:48<00:36, 1.72it/s]\nCLIP Loss: 721.567\tRange Loss: 0.352\tTV Loss: 28.599\tTotal Loss: 750.517\n\n 76%|#######5 | 189/250 [01:49<00:34, 1.75it/s]\nCLIP Loss: 724.136\tRange Loss: 0.351\tTV Loss: 29.324\tTotal Loss: 753.810\n\n 76%|#######6 | 190/250 [01:49<00:34, 1.76it/s]\nCLIP Loss: 722.420\tRange Loss: 0.347\tTV Loss: 29.998\tTotal Loss: 752.766\n\n 76%|#######6 | 191/250 [01:50<00:35, 1.67it/s]\nCLIP Loss: 727.683\tRange Loss: 0.346\tTV Loss: 30.859\tTotal Loss: 758.887\n\n 77%|#######6 | 192/250 [01:51<00:33, 1.72it/s]\nCLIP Loss: 730.105\tRange Loss: 0.349\tTV Loss: 31.530\tTotal Loss: 761.984\n\n 77%|#######7 | 193/250 [01:51<00:32, 1.74it/s]\nCLIP Loss: 727.003\tRange Loss: 0.355\tTV Loss: 32.235\tTotal Loss: 759.593\n\n 78%|#######7 | 194/250 [01:52<00:31, 1.77it/s]\nCLIP Loss: 718.670\tRange Loss: 0.353\tTV Loss: 32.873\tTotal Loss: 751.895\n\n 78%|#######8 | 195/250 [01:52<00:30, 1.78it/s]\nCLIP Loss: 725.253\tRange Loss: 0.351\tTV Loss: 33.497\tTotal Loss: 759.101\n\n 78%|#######8 | 196/250 [01:53<00:32, 1.68it/s]\nCLIP Loss: 724.458\tRange Loss: 0.350\tTV Loss: 34.127\tTotal Loss: 758.935\n\n 79%|#######8 | 197/250 [01:53<00:30, 1.73it/s]\nCLIP Loss: 725.634\tRange Loss: 0.346\tTV Loss: 34.741\tTotal Loss: 760.721\n\n 79%|#######9 | 198/250 [01:54<00:29, 1.74it/s]\nCLIP Loss: 722.495\tRange Loss: 0.343\tTV Loss: 35.291\tTotal Loss: 758.129\n\n 80%|#######9 | 199/250 [01:55<00:28, 1.76it/s]\nCLIP Loss: 723.713\tRange Loss: 0.342\tTV Loss: 35.653\tTotal Loss: 759.709\n\n 80%|######## | 200/250 [01:55<00:28, 1.78it/s]\nCLIP Loss: 723.383\tRange Loss: 0.337\tTV Loss: 35.997\tTotal Loss: 759.717\n\n 80%|######## | 201/250 [01:56<00:29, 1.69it/s]\nCLIP Loss: 729.191\tRange Loss: 0.333\tTV Loss: 36.420\tTotal Loss: 765.944\n\n 81%|######## | 202/250 [01:56<00:27, 1.74it/s]\nCLIP Loss: 729.864\tRange Loss: 0.336\tTV Loss: 36.763\tTotal Loss: 766.963\n\n 81%|########1 | 203/250 [01:57<00:26, 1.75it/s]\nCLIP Loss: 732.174\tRange Loss: 0.335\tTV Loss: 37.031\tTotal Loss: 769.540\n\n 82%|########1 | 204/250 [01:57<00:25, 1.77it/s]\nCLIP Loss: 723.324\tRange Loss: 0.331\tTV Loss: 37.227\tTotal Loss: 760.882\n\n 82%|########2 | 205/250 [01:58<00:25, 1.77it/s]\nCLIP Loss: 721.403\tRange Loss: 0.330\tTV Loss: 37.382\tTotal Loss: 759.116\n\n 82%|########2 | 206/250 [01:59<00:26, 1.69it/s]\nCLIP Loss: 719.478\tRange Loss: 0.330\tTV Loss: 37.436\tTotal Loss: 757.244\n\n 83%|########2 | 207/250 [01:59<00:24, 1.74it/s]\nCLIP Loss: 724.170\tRange Loss: 0.330\tTV Loss: 37.470\tTotal Loss: 761.970\n\n 83%|########3 | 208/250 [02:00<00:23, 1.75it/s]\nCLIP Loss: 723.982\tRange Loss: 0.324\tTV Loss: 37.578\tTotal Loss: 761.884\n\n 84%|########3 | 209/250 [02:00<00:23, 1.77it/s]\nCLIP Loss: 724.145\tRange Loss: 0.324\tTV Loss: 37.550\tTotal Loss: 762.019\n\n 84%|########4 | 210/250 [02:01<00:22, 1.78it/s]\nCLIP Loss: 722.385\tRange Loss: 0.325\tTV Loss: 37.559\tTotal Loss: 760.270\n\n 84%|########4 | 211/250 [02:01<00:23, 1.68it/s]\nCLIP Loss: 725.744\tRange Loss: 0.322\tTV Loss: 37.410\tTotal Loss: 763.476\n\n 85%|########4 | 212/250 [02:02<00:21, 1.73it/s]\nCLIP Loss: 726.617\tRange Loss: 0.316\tTV Loss: 37.179\tTotal Loss: 764.112\n\n 85%|########5 | 213/250 [02:03<00:21, 1.75it/s]\nCLIP Loss: 727.261\tRange Loss: 0.315\tTV Loss: 36.932\tTotal Loss: 764.508\n\n 86%|########5 | 214/250 [02:03<00:20, 1.77it/s]\nCLIP Loss: 720.287\tRange Loss: 0.311\tTV Loss: 36.634\tTotal Loss: 757.231\n\n 86%|########6 | 215/250 [02:04<00:19, 1.79it/s]\nCLIP Loss: 721.500\tRange Loss: 0.307\tTV Loss: 36.204\tTotal Loss: 758.012\n\n 86%|########6 | 216/250 [02:04<00:20, 1.68it/s]\nCLIP Loss: 723.086\tRange Loss: 0.308\tTV Loss: 35.709\tTotal Loss: 759.102\n\n 87%|########6 | 217/250 [02:05<00:19, 1.73it/s]\nCLIP Loss: 721.278\tRange Loss: 0.305\tTV Loss: 35.158\tTotal Loss: 756.741\n\n 87%|########7 | 218/250 [02:05<00:18, 1.75it/s]\nCLIP Loss: 720.878\tRange Loss: 0.300\tTV Loss: 34.465\tTotal Loss: 755.643\n\n 88%|########7 | 219/250 [02:06<00:17, 1.77it/s]\nCLIP Loss: 724.324\tRange Loss: 0.303\tTV Loss: 33.817\tTotal Loss: 758.444\n\n 88%|########8 | 220/250 [02:07<00:16, 1.78it/s]\nCLIP Loss: 719.831\tRange Loss: 0.301\tTV Loss: 33.124\tTotal Loss: 753.256\n\n 88%|########8 | 221/250 [02:07<00:17, 1.69it/s]\nCLIP Loss: 719.675\tRange Loss: 0.300\tTV Loss: 32.275\tTotal Loss: 752.251\n\n 89%|########8 | 222/250 [02:08<00:16, 1.73it/s]\nCLIP Loss: 721.615\tRange Loss: 0.296\tTV Loss: 31.431\tTotal Loss: 753.342\n\n 89%|########9 | 223/250 [02:08<00:15, 1.76it/s]\nCLIP Loss: 720.968\tRange Loss: 0.297\tTV Loss: 30.508\tTotal Loss: 751.773\n\n 90%|########9 | 224/250 [02:09<00:14, 1.77it/s]\nCLIP Loss: 725.809\tRange Loss: 0.296\tTV Loss: 29.521\tTotal Loss: 755.626\n\n 90%|######### | 225/250 [02:09<00:14, 1.78it/s]\nCLIP Loss: 716.127\tRange Loss: 0.295\tTV Loss: 28.461\tTotal Loss: 744.883\n\n 90%|######### | 226/250 [02:10<00:14, 1.68it/s]\nCLIP Loss: 720.329\tRange Loss: 0.294\tTV Loss: 27.322\tTotal Loss: 747.945\n\n 91%|######### | 227/250 [02:11<00:13, 1.73it/s]\nCLIP Loss: 721.302\tRange Loss: 0.291\tTV Loss: 26.192\tTotal Loss: 747.785\n\n 91%|#########1| 228/250 [02:11<00:12, 1.75it/s]\nCLIP Loss: 719.187\tRange Loss: 0.289\tTV Loss: 24.964\tTotal Loss: 744.440\n\n 92%|#########1| 229/250 [02:12<00:11, 1.76it/s]\nCLIP Loss: 724.565\tRange Loss: 0.288\tTV Loss: 23.627\tTotal Loss: 748.479\n\n 92%|#########2| 230/250 [02:12<00:11, 1.77it/s]\nCLIP Loss: 722.096\tRange Loss: 0.285\tTV Loss: 22.345\tTotal Loss: 744.726\n\n 92%|#########2| 231/250 [02:13<00:11, 1.67it/s]\nCLIP Loss: 716.674\tRange Loss: 0.284\tTV Loss: 21.033\tTotal Loss: 737.991\n\n 93%|#########2| 232/250 [02:13<00:10, 1.72it/s]\nCLIP Loss: 721.520\tRange Loss: 0.282\tTV Loss: 19.690\tTotal Loss: 741.493\n\n 93%|#########3| 233/250 [02:14<00:09, 1.74it/s]\nCLIP Loss: 723.437\tRange Loss: 0.279\tTV Loss: 18.344\tTotal Loss: 742.060\n\n 94%|#########3| 234/250 [02:15<00:09, 1.77it/s]\nCLIP Loss: 724.904\tRange Loss: 0.276\tTV Loss: 16.954\tTotal Loss: 742.134\n\n 94%|#########3| 235/250 [02:15<00:08, 1.78it/s]\nCLIP Loss: 723.190\tRange Loss: 0.274\tTV Loss: 15.588\tTotal Loss: 739.051\n\n 94%|#########4| 236/250 [02:16<00:08, 1.68it/s]\nCLIP Loss: 723.159\tRange Loss: 0.272\tTV Loss: 14.191\tTotal Loss: 737.622\n\n 95%|#########4| 237/250 [02:16<00:07, 1.73it/s]\nCLIP Loss: 724.618\tRange Loss: 0.269\tTV Loss: 12.831\tTotal Loss: 737.718\n\n 95%|#########5| 238/250 [02:17<00:06, 1.75it/s]\nCLIP Loss: 716.717\tRange Loss: 0.267\tTV Loss: 11.508\tTotal Loss: 728.492\n\n 96%|#########5| 239/250 [02:17<00:06, 1.77it/s]\nCLIP Loss: 725.699\tRange Loss: 0.264\tTV Loss: 10.229\tTotal Loss: 736.192\n\n 96%|#########6| 240/250 [02:18<00:05, 1.78it/s]\nCLIP Loss: 722.903\tRange Loss: 0.264\tTV Loss: 8.992\tTotal Loss: 732.158\n\n 96%|#########6| 241/250 [02:19<00:05, 1.68it/s]\nCLIP Loss: 724.237\tRange Loss: 0.262\tTV Loss: 7.792\tTotal Loss: 732.291\n\n 97%|#########6| 242/250 [02:19<00:04, 1.73it/s]\nCLIP Loss: 724.768\tRange Loss: 0.261\tTV Loss: 6.674\tTotal Loss: 731.703\n\n 97%|#########7| 243/250 [02:20<00:04, 1.75it/s]\nCLIP Loss: 724.952\tRange Loss: 0.258\tTV Loss: 5.603\tTotal Loss: 730.813\n\n 98%|#########7| 244/250 [02:20<00:03, 1.77it/s]\nCLIP Loss: 721.584\tRange Loss: 0.256\tTV Loss: 4.651\tTotal Loss: 726.491\n\n 98%|#########8| 245/250 [02:21<00:02, 1.79it/s]\nCLIP Loss: 723.130\tRange Loss: 0.254\tTV Loss: 3.768\tTotal Loss: 727.152\n\n 98%|#########8| 246/250 [02:22<00:02, 1.68it/s]\nCLIP Loss: 727.878\tRange Loss: 0.252\tTV Loss: 2.998\tTotal Loss: 731.128\n\n 99%|#########8| 247/250 [02:22<00:01, 1.73it/s]\nCLIP Loss: 727.425\tRange Loss: 0.250\tTV Loss: 2.359\tTotal Loss: 730.035\n\n 99%|#########9| 248/250 [02:23<00:01, 1.74it/s]\nCLIP Loss: 730.965\tRange Loss: 0.249\tTV Loss: 1.854\tTotal Loss: 733.068\n\n100%|#########9| 249/250 [02:23<00:00, 1.77it/s]\nCLIP Loss: 728.074\tRange Loss: 0.249\tTV Loss: 1.477\tTotal Loss: 729.800\n\n100%|##########| 250/250 [02:24<00:00, 1.68it/s]\n\n100%|##########| 250/250 [02:24<00:00, 1.73it/s]", "metrics": { "total_time": 160.174761 }, "output": [ { "file": "https://replicate.delivery/mgxm/e03d5a88-a5bc-433d-8728-bf3c64fa690f/0000.png" }, { "file": "https://replicate.delivery/mgxm/9062dae6-ece7-4a52-9849-0830506b1be2/0005.png" }, { "file": "https://replicate.delivery/mgxm/717ee994-62a7-4dd4-89cd-16b0d345ee5f/0010.png" }, { "file": "https://replicate.delivery/mgxm/3ca40c2d-9e6c-4828-a670-fc9bd991cda4/0015.png" }, { "file": "https://replicate.delivery/mgxm/a063be6a-7919-4c59-b2a1-afacb1aa04b4/0020.png" }, { "file": 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"https://replicate.delivery/mgxm/25f2a0a5-b0b3-41f0-b856-45c3514145f4/0175.png" }, { "file": "https://replicate.delivery/mgxm/90c57a4f-c14a-4dd7-a2ea-1debaab03eb0/0180.png" }, { "file": "https://replicate.delivery/mgxm/b246e776-4ff5-4483-a047-b891ed3fec95/0185.png" }, { "file": "https://replicate.delivery/mgxm/e025d718-8bf2-457f-9498-8a4a85a35873/0190.png" }, { "file": "https://replicate.delivery/mgxm/c4f9c168-2ccb-4524-b6dd-9c48f78e10ae/0195.png" }, { "file": "https://replicate.delivery/mgxm/a7c1077d-4fa9-46c3-870f-b4e723789781/0200.png" }, { "file": "https://replicate.delivery/mgxm/39ff2585-4862-4786-83c0-33d874794742/0205.png" }, { "file": "https://replicate.delivery/mgxm/256bef48-6a07-4a6f-b309-e205c1d7f047/0210.png" }, { "file": "https://replicate.delivery/mgxm/5c14a090-96bd-4104-a47d-8eac76974cee/0215.png" }, { "file": "https://replicate.delivery/mgxm/1c81bd31-d3f7-467f-a6d7-38469bbf4848/0220.png" }, { "file": "https://replicate.delivery/mgxm/92580580-039f-4748-a878-8a050e870ff2/0225.png" }, { "file": "https://replicate.delivery/mgxm/25cba992-cb45-4872-967f-426bbbe23773/0230.png" }, { "file": "https://replicate.delivery/mgxm/d8a65d6f-6c43-4128-aad0-1abfe4b5d434/0235.png" }, { "file": "https://replicate.delivery/mgxm/9399bd49-0a47-4a61-8a8a-00844fb99827/0240.png" }, { "file": "https://replicate.delivery/mgxm/631252f6-2784-462a-9ae8-1a6be72b3b76/0249.png" } ], "started_at": "2022-03-08T06:25:28.781464Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/7oolts3buveabc5ntcnoznxcbi", "cancel": "https://api.replicate.com/v1/predictions/7oolts3buveabc5ntcnoznxcbi/cancel" }, "version": "e654097b5b935605427a8f331b49e780cca0e83608924f6c6f3b9ad09a9de06e" }
Using device cuda --wandb_project not specified. Skipping W&B integration. Loading clip model ViT-B/32 on device cuda. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 932.966 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 941.045 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:56, 1.41it/s] CLIP Loss: 899.509 Range Loss: 0.058 TV Loss: 6.384 Total Loss: 905.951 1%| | 2/250 [00:01<02:26, 1.69it/s] CLIP Loss: 886.507 Range Loss: 1.372 TV Loss: 8.099 Total Loss: 895.978 1%|1 | 3/250 [00:01<02:18, 1.78it/s] CLIP Loss: 879.984 Range Loss: 6.448 TV Loss: 9.696 Total Loss: 896.128 2%|1 | 4/250 [00:02<02:14, 1.83it/s] CLIP Loss: 890.803 Range Loss: 0.465 TV Loss: 7.113 Total Loss: 898.381 2%|2 | 5/250 [00:02<02:10, 1.87it/s] CLIP Loss: 884.105 Range Loss: 1.196 TV Loss: 5.717 Total Loss: 891.019 2%|2 | 6/250 [00:03<02:30, 1.62it/s] CLIP Loss: 879.524 Range Loss: 2.761 TV Loss: 5.499 Total Loss: 887.784 3%|2 | 7/250 [00:04<02:22, 1.71it/s] CLIP Loss: 881.319 Range Loss: 1.630 TV Loss: 5.077 Total Loss: 888.026 3%|3 | 8/250 [00:04<02:16, 1.77it/s] CLIP Loss: 880.977 Range Loss: 2.922 TV Loss: 4.884 Total Loss: 888.782 4%|3 | 9/250 [00:05<02:14, 1.79it/s] CLIP Loss: 885.160 Range Loss: 1.414 TV Loss: 4.323 Total Loss: 890.898 4%|4 | 10/250 [00:05<02:10, 1.83it/s] CLIP Loss: 884.129 Range Loss: 1.675 TV Loss: 4.323 Total Loss: 890.127 4%|4 | 11/250 [00:06<02:28, 1.61it/s] CLIP Loss: 882.641 Range Loss: 4.232 TV Loss: 4.488 Total Loss: 891.361 5%|4 | 12/250 [00:06<02:20, 1.69it/s] CLIP Loss: 886.771 Range Loss: 0.458 TV Loss: 3.602 Total Loss: 890.831 5%|5 | 13/250 [00:07<02:15, 1.75it/s] CLIP Loss: 889.542 Range Loss: 0.228 TV Loss: 3.453 Total Loss: 893.223 6%|5 | 14/250 [00:08<02:11, 1.80it/s] CLIP Loss: 883.373 Range Loss: 0.468 TV Loss: 3.214 Total Loss: 887.056 6%|6 | 15/250 [00:08<02:08, 1.83it/s] CLIP Loss: 883.200 Range Loss: 0.677 TV Loss: 3.641 Total Loss: 887.519 6%|6 | 16/250 [00:09<02:24, 1.62it/s] CLIP Loss: 881.643 Range Loss: 0.789 TV Loss: 2.926 Total Loss: 885.359 7%|6 | 17/250 [00:09<02:17, 1.70it/s] CLIP Loss: 882.468 Range Loss: 0.764 TV Loss: 3.135 Total Loss: 886.367 7%|7 | 18/250 [00:10<02:12, 1.75it/s] CLIP Loss: 881.656 Range Loss: 2.089 TV Loss: 3.082 Total Loss: 886.826 8%|7 | 19/250 [00:10<02:08, 1.80it/s] CLIP Loss: 880.666 Range Loss: 1.845 TV Loss: 2.659 Total Loss: 885.170 8%|8 | 20/250 [00:11<02:06, 1.81it/s] CLIP Loss: 882.366 Range Loss: 1.086 TV Loss: 2.161 Total Loss: 885.614 8%|8 | 21/250 [00:12<02:22, 1.61it/s] CLIP Loss: 882.206 Range Loss: 1.752 TV Loss: 2.058 Total Loss: 886.016 9%|8 | 22/250 [00:12<02:14, 1.69it/s] CLIP Loss: 881.603 Range Loss: 1.781 TV Loss: 1.919 Total Loss: 885.302 9%|9 | 23/250 [00:13<02:10, 1.74it/s] CLIP Loss: 881.021 Range Loss: 2.606 TV Loss: 1.891 Total Loss: 885.518 10%|9 | 24/250 [00:13<02:06, 1.79it/s] CLIP Loss: 884.685 Range Loss: 1.242 TV Loss: 1.809 Total Loss: 887.737 10%|# | 25/250 [00:14<02:03, 1.82it/s] CLIP Loss: 882.247 Range Loss: 2.075 TV Loss: 1.720 Total Loss: 886.043 10%|# | 26/250 [00:15<02:11, 1.70it/s] CLIP Loss: 883.497 Range Loss: 1.832 TV Loss: 1.666 Total Loss: 886.996 11%|# | 27/250 [00:15<02:06, 1.76it/s] CLIP Loss: 881.844 Range Loss: 1.021 TV Loss: 1.212 Total Loss: 884.077 11%|#1 | 28/250 [00:16<02:03, 1.80it/s] CLIP Loss: 885.173 Range Loss: 1.185 TV Loss: 1.085 Total Loss: 887.442 12%|#1 | 29/250 [00:16<02:00, 1.83it/s] CLIP Loss: 883.391 Range Loss: 2.379 TV Loss: 1.011 Total Loss: 886.781 12%|#2 | 30/250 [00:17<01:58, 1.85it/s] CLIP Loss: 883.220 Range Loss: 2.064 TV Loss: 0.895 Total Loss: 886.179 12%|#2 | 31/250 [00:17<02:07, 1.71it/s] CLIP Loss: 885.219 Range Loss: 1.774 TV Loss: 0.824 Total Loss: 887.816 13%|#2 | 32/250 [00:18<02:03, 1.77it/s] CLIP Loss: 884.972 Range Loss: 1.137 TV Loss: 0.724 Total Loss: 886.833 13%|#3 | 33/250 [00:18<02:01, 1.79it/s] CLIP Loss: 883.782 Range Loss: 1.865 TV Loss: 0.720 Total Loss: 886.368 14%|#3 | 34/250 [00:19<01:58, 1.82it/s] CLIP Loss: 883.513 Range Loss: 2.000 TV Loss: 0.626 Total Loss: 886.140 14%|#4 | 35/250 [00:19<01:57, 1.83it/s] CLIP Loss: 885.859 Range Loss: 2.051 TV Loss: 0.585 Total Loss: 888.495 14%|#4 | 36/250 [00:20<02:03, 1.73it/s] CLIP Loss: 884.855 Range Loss: 2.495 TV Loss: 0.529 Total Loss: 887.879 15%|#4 | 37/250 [00:21<01:59, 1.78it/s] CLIP Loss: 884.658 Range Loss: 1.778 TV Loss: 0.486 Total Loss: 886.922 15%|#5 | 38/250 [00:21<01:58, 1.79it/s] CLIP Loss: 885.274 Range Loss: 1.983 TV Loss: 0.436 Total Loss: 887.693 16%|#5 | 39/250 [00:22<01:55, 1.82it/s] CLIP Loss: 885.757 Range Loss: 2.053 TV Loss: 0.491 Total Loss: 888.301 16%|#6 | 40/250 [00:22<01:54, 1.83it/s] CLIP Loss: 885.667 Range Loss: 1.656 TV Loss: 0.399 Total Loss: 887.721 16%|#6 | 41/250 [00:23<02:00, 1.73it/s] CLIP Loss: 885.960 Range Loss: 1.926 TV Loss: 0.399 Total Loss: 888.286 17%|#6 | 42/250 [00:23<01:56, 1.79it/s] CLIP Loss: 884.152 Range Loss: 1.531 TV Loss: 0.359 Total Loss: 886.042 17%|#7 | 43/250 [00:24<01:54, 1.80it/s] CLIP Loss: 885.502 Range Loss: 1.465 TV Loss: 0.364 Total Loss: 887.330 18%|#7 | 44/250 [00:24<01:52, 1.82it/s] CLIP Loss: 885.283 Range Loss: 1.468 TV Loss: 0.339 Total Loss: 887.090 18%|#8 | 45/250 [00:25<01:51, 1.84it/s] CLIP Loss: 883.862 Range Loss: 1.943 TV Loss: 0.316 Total Loss: 886.122 18%|#8 | 46/250 [00:26<01:57, 1.73it/s] CLIP Loss: 882.551 Range Loss: 1.768 TV Loss: 0.279 Total Loss: 884.598 19%|#8 | 47/250 [00:26<01:54, 1.78it/s] CLIP Loss: 883.430 Range Loss: 1.720 TV Loss: 0.250 Total Loss: 885.400 19%|#9 | 48/250 [00:27<01:52, 1.80it/s] CLIP Loss: 883.220 Range Loss: 1.777 TV Loss: 0.230 Total Loss: 885.226 20%|#9 | 49/250 [00:27<01:51, 1.81it/s] CLIP Loss: 882.474 Range Loss: 1.636 TV Loss: 0.203 Total Loss: 884.313 20%|## | 50/250 [00:28<01:49, 1.83it/s] CLIP Loss: 879.902 Range Loss: 1.521 TV Loss: 0.194 Total Loss: 881.616 20%|## | 51/250 [00:28<01:55, 1.72it/s] CLIP Loss: 877.985 Range Loss: 1.332 TV Loss: 0.183 Total Loss: 879.500 21%|## | 52/250 [00:29<01:51, 1.77it/s] CLIP Loss: 878.313 Range Loss: 1.621 TV Loss: 0.194 Total Loss: 880.128 21%|##1 | 53/250 [00:30<01:50, 1.79it/s] CLIP Loss: 879.219 Range Loss: 1.687 TV Loss: 0.166 Total Loss: 881.072 22%|##1 | 54/250 [00:30<01:48, 1.81it/s] CLIP Loss: 884.162 Range Loss: 1.595 TV Loss: 0.174 Total Loss: 885.930 22%|##2 | 55/250 [00:31<01:47, 1.82it/s] CLIP Loss: 879.032 Range Loss: 1.628 TV Loss: 0.141 Total Loss: 880.801 22%|##2 | 56/250 [00:31<01:54, 1.70it/s] CLIP Loss: 880.270 Range Loss: 1.213 TV Loss: 0.127 Total Loss: 881.611 23%|##2 | 57/250 [00:32<01:50, 1.75it/s] CLIP Loss: 878.234 Range Loss: 1.205 TV Loss: 0.122 Total Loss: 879.562 23%|##3 | 58/250 [00:32<01:48, 1.77it/s] CLIP Loss: 874.966 Range Loss: 1.303 TV Loss: 0.120 Total Loss: 876.390 24%|##3 | 59/250 [00:33<01:45, 1.80it/s] CLIP Loss: 878.055 Range Loss: 1.121 TV Loss: 0.106 Total Loss: 879.282 24%|##4 | 60/250 [00:33<01:44, 1.82it/s] CLIP Loss: 877.147 Range Loss: 1.225 TV Loss: 0.109 Total Loss: 878.482 24%|##4 | 61/250 [00:34<01:50, 1.71it/s] CLIP Loss: 873.223 Range Loss: 1.170 TV Loss: 0.116 Total Loss: 874.509 25%|##4 | 62/250 [00:35<01:46, 1.76it/s] CLIP Loss: 875.059 Range Loss: 1.165 TV Loss: 0.116 Total Loss: 876.341 25%|##5 | 63/250 [00:35<01:45, 1.77it/s] CLIP Loss: 880.259 Range Loss: 1.184 TV Loss: 0.094 Total Loss: 881.538 26%|##5 | 64/250 [00:36<01:43, 1.79it/s] CLIP Loss: 874.605 Range Loss: 1.154 TV Loss: 0.089 Total Loss: 875.849 26%|##6 | 65/250 [00:36<01:42, 1.80it/s] CLIP Loss: 876.788 Range Loss: 1.112 TV Loss: 0.078 Total Loss: 877.977 26%|##6 | 66/250 [00:37<01:48, 1.69it/s] CLIP Loss: 878.893 Range Loss: 1.114 TV Loss: 0.082 Total Loss: 880.089 27%|##6 | 67/250 [00:38<01:45, 1.73it/s] CLIP Loss: 877.894 Range Loss: 0.987 TV Loss: 0.074 Total Loss: 878.955 27%|##7 | 68/250 [00:38<01:43, 1.75it/s] CLIP Loss: 875.716 Range Loss: 1.055 TV Loss: 0.066 Total Loss: 876.836 28%|##7 | 69/250 [00:39<01:41, 1.78it/s] CLIP Loss: 875.114 Range Loss: 1.211 TV Loss: 0.068 Total Loss: 876.393 28%|##8 | 70/250 [00:39<01:39, 1.80it/s] CLIP Loss: 878.118 Range Loss: 1.374 TV Loss: 0.070 Total Loss: 879.562 28%|##8 | 71/250 [00:40<01:45, 1.70it/s] CLIP Loss: 877.679 Range Loss: 1.418 TV Loss: 0.059 Total Loss: 879.156 29%|##8 | 72/250 [00:40<01:41, 1.75it/s] CLIP Loss: 877.684 Range Loss: 1.289 TV Loss: 0.056 Total Loss: 879.030 29%|##9 | 73/250 [00:41<01:39, 1.77it/s] CLIP Loss: 880.174 Range Loss: 1.304 TV Loss: 0.047 Total Loss: 881.526 30%|##9 | 74/250 [00:41<01:38, 1.79it/s] CLIP Loss: 877.654 Range Loss: 1.317 TV Loss: 0.049 Total Loss: 879.020 30%|### | 75/250 [00:42<01:37, 1.80it/s] CLIP Loss: 878.081 Range Loss: 1.190 TV Loss: 0.054 Total Loss: 879.326 30%|### | 76/250 [00:43<01:42, 1.70it/s] CLIP Loss: 882.741 Range Loss: 1.174 TV Loss: 0.051 Total Loss: 883.966 31%|### | 77/250 [00:43<01:39, 1.75it/s] CLIP Loss: 875.600 Range Loss: 1.160 TV Loss: 0.044 Total Loss: 876.804 31%|###1 | 78/250 [00:44<01:37, 1.77it/s] CLIP Loss: 875.295 Range Loss: 1.145 TV Loss: 0.038 Total Loss: 876.479 32%|###1 | 79/250 [00:44<01:35, 1.79it/s] CLIP Loss: 881.187 Range Loss: 1.081 TV Loss: 0.051 Total Loss: 882.320 32%|###2 | 80/250 [00:45<01:34, 1.80it/s] CLIP Loss: 883.528 Range Loss: 1.130 TV Loss: 0.033 Total Loss: 884.691 32%|###2 | 81/250 [00:46<01:40, 1.69it/s] CLIP Loss: 875.880 Range Loss: 1.126 TV Loss: 0.039 Total Loss: 877.046 33%|###2 | 82/250 [00:46<01:36, 1.73it/s] CLIP Loss: 881.671 Range Loss: 1.142 TV Loss: 0.030 Total Loss: 882.843 33%|###3 | 83/250 [00:47<01:35, 1.75it/s] CLIP Loss: 874.719 Range Loss: 1.133 TV Loss: 0.035 Total Loss: 875.887 34%|###3 | 84/250 [00:47<01:34, 1.76it/s] CLIP Loss: 877.650 Range Loss: 1.123 TV Loss: 0.030 Total Loss: 878.803 34%|###4 | 85/250 [00:48<01:32, 1.79it/s] CLIP Loss: 873.007 Range Loss: 1.127 TV Loss: 0.042 Total Loss: 874.177 34%|###4 | 86/250 [00:48<01:37, 1.68it/s] CLIP Loss: 879.693 Range Loss: 1.172 TV Loss: 0.036 Total Loss: 880.902 35%|###4 | 87/250 [00:49<01:34, 1.72it/s] CLIP Loss: 871.866 Range Loss: 1.070 TV Loss: 0.036 Total Loss: 872.972 35%|###5 | 88/250 [00:49<01:33, 1.74it/s] CLIP Loss: 881.263 Range Loss: 1.055 TV Loss: 0.081 Total Loss: 882.399 36%|###5 | 89/250 [00:50<01:31, 1.76it/s] CLIP Loss: 872.859 Range Loss: 1.070 TV Loss: 0.037 Total Loss: 873.966 36%|###6 | 90/250 [00:51<01:30, 1.77it/s] CLIP Loss: 877.962 Range Loss: 1.074 TV Loss: 0.087 Total Loss: 879.123 36%|###6 | 91/250 [00:51<01:34, 1.68it/s] CLIP Loss: 864.583 Range Loss: 1.103 TV Loss: 0.068 Total Loss: 865.754 37%|###6 | 92/250 [00:52<01:31, 1.73it/s] CLIP Loss: 866.297 Range Loss: 1.026 TV Loss: 0.046 Total Loss: 867.369 37%|###7 | 93/250 [00:52<01:30, 1.73it/s] CLIP Loss: 861.720 Range Loss: 1.085 TV Loss: 0.127 Total Loss: 862.932 38%|###7 | 94/250 [00:53<01:28, 1.76it/s] CLIP Loss: 824.201 Range Loss: 1.190 TV Loss: 0.244 Total Loss: 825.635 38%|###8 | 95/250 [00:53<01:27, 1.77it/s] CLIP Loss: 824.503 Range Loss: 1.173 TV Loss: 0.257 Total Loss: 825.933 38%|###8 | 96/250 [00:54<01:32, 1.67it/s] CLIP Loss: 821.272 Range Loss: 1.083 TV Loss: 0.253 Total Loss: 822.608 39%|###8 | 97/250 [00:55<01:28, 1.72it/s] CLIP Loss: 822.536 Range Loss: 1.034 TV Loss: 0.275 Total Loss: 823.845 39%|###9 | 98/250 [00:55<01:27, 1.74it/s] CLIP Loss: 818.641 Range Loss: 1.020 TV Loss: 0.260 Total Loss: 819.921 40%|###9 | 99/250 [00:56<01:25, 1.76it/s] Caught SIGTERM, exiting... CLIP Loss: 816.808 Range Loss: 1.002 TV Loss: 0.270 Total Loss: 818.080 40%|#### | 100/250 [00:56<01:24, 1.77it/s] CLIP Loss: 818.925 Range Loss: 0.936 TV Loss: 0.289 Total Loss: 820.150 40%|#### | 101/250 [00:57<01:29, 1.67it/s] CLIP Loss: 813.632 Range Loss: 0.861 TV Loss: 0.341 Total Loss: 814.834 41%|#### | 102/250 [00:58<01:26, 1.72it/s] CLIP Loss: 812.274 Range Loss: 0.820 TV Loss: 0.368 Total Loss: 813.462 41%|####1 | 103/250 [00:58<01:24, 1.73it/s] CLIP Loss: 806.934 Range Loss: 0.790 TV Loss: 0.453 Total Loss: 808.177 42%|####1 | 104/250 [00:59<01:22, 1.76it/s] CLIP Loss: 804.079 Range Loss: 0.753 TV Loss: 0.520 Total Loss: 805.351 42%|####2 | 105/250 [00:59<01:22, 1.76it/s] CLIP Loss: 799.237 Range Loss: 0.692 TV Loss: 0.578 Total Loss: 800.508 42%|####2 | 106/250 [01:00<01:26, 1.66it/s] CLIP Loss: 792.863 Range Loss: 0.663 TV Loss: 0.602 Total Loss: 794.129 43%|####2 | 107/250 [01:01<01:23, 1.70it/s] CLIP Loss: 788.243 Range Loss: 0.643 TV Loss: 0.654 Total Loss: 789.540 43%|####3 | 108/250 [01:01<01:22, 1.72it/s] CLIP Loss: 786.923 Range Loss: 0.602 TV Loss: 0.718 Total Loss: 788.243 44%|####3 | 109/250 [01:02<01:20, 1.74it/s] CLIP Loss: 783.518 Range Loss: 0.557 TV Loss: 0.777 Total Loss: 784.851 44%|####4 | 110/250 [01:02<01:19, 1.75it/s] CLIP Loss: 784.040 Range Loss: 0.525 TV Loss: 0.827 Total Loss: 785.392 44%|####4 | 111/250 [01:03<01:23, 1.66it/s] CLIP Loss: 779.676 Range Loss: 0.531 TV Loss: 0.911 Total Loss: 781.118 45%|####4 | 112/250 [01:03<01:20, 1.71it/s] CLIP Loss: 780.378 Range Loss: 0.562 TV Loss: 0.953 Total Loss: 781.892 45%|####5 | 113/250 [01:04<01:19, 1.72it/s] CLIP Loss: 777.117 Range Loss: 0.596 TV Loss: 0.981 Total Loss: 778.694 46%|####5 | 114/250 [01:05<01:18, 1.74it/s] CLIP Loss: 774.549 Range Loss: 0.572 TV Loss: 1.018 Total Loss: 776.139 46%|####6 | 115/250 [01:05<01:17, 1.75it/s] CLIP Loss: 772.801 Range Loss: 0.561 TV Loss: 1.107 Total Loss: 774.469 46%|####6 | 116/250 [01:06<01:20, 1.66it/s] CLIP Loss: 778.547 Range Loss: 0.563 TV Loss: 1.101 Total Loss: 780.211 47%|####6 | 117/250 [01:06<01:18, 1.69it/s] CLIP Loss: 778.054 Range Loss: 0.567 TV Loss: 1.136 Total Loss: 779.757 47%|####7 | 118/250 [01:07<01:17, 1.71it/s] CLIP Loss: 777.634 Range Loss: 0.548 TV Loss: 1.216 Total Loss: 779.398 48%|####7 | 119/250 [01:07<01:15, 1.72it/s] CLIP Loss: 775.211 Range Loss: 0.509 TV Loss: 1.250 Total Loss: 776.970 48%|####8 | 120/250 [01:08<01:15, 1.72it/s] CLIP Loss: 775.198 Range Loss: 0.492 TV Loss: 1.303 Total Loss: 776.994 48%|####8 | 121/250 [01:09<01:18, 1.63it/s] CLIP Loss: 774.857 Range Loss: 0.474 TV Loss: 1.377 Total Loss: 776.709 49%|####8 | 122/250 [01:09<01:15, 1.69it/s] CLIP Loss: 770.521 Range Loss: 0.486 TV Loss: 1.438 Total Loss: 772.445 49%|####9 | 123/250 [01:10<01:15, 1.69it/s] CLIP Loss: 769.557 Range Loss: 0.495 TV Loss: 1.474 Total Loss: 771.526 50%|####9 | 124/250 [01:10<01:13, 1.72it/s] CLIP Loss: 769.090 Range Loss: 0.473 TV Loss: 1.582 Total Loss: 771.144 50%|##### | 125/250 [01:11<01:12, 1.73it/s] CLIP Loss: 768.945 Range Loss: 0.464 TV Loss: 1.692 Total Loss: 771.102 50%|##### | 126/250 [01:12<01:16, 1.63it/s] CLIP Loss: 768.503 Range Loss: 0.462 TV Loss: 1.755 Total Loss: 770.720 51%|##### | 127/250 [01:12<01:13, 1.68it/s] CLIP Loss: 767.252 Range Loss: 0.470 TV Loss: 1.848 Total Loss: 769.571 51%|#####1 | 128/250 [01:13<01:12, 1.68it/s] CLIP Loss: 766.815 Range Loss: 0.456 TV Loss: 1.981 Total Loss: 769.252 52%|#####1 | 129/250 [01:13<01:11, 1.70it/s] CLIP Loss: 766.925 Range Loss: 0.440 TV Loss: 2.091 Total Loss: 769.456 52%|#####2 | 130/250 [01:14<01:09, 1.72it/s] CLIP Loss: 762.456 Range Loss: 0.422 TV Loss: 2.200 Total Loss: 765.078 52%|#####2 | 131/250 [01:15<01:13, 1.61it/s] CLIP Loss: 764.402 Range Loss: 0.414 TV Loss: 2.309 Total Loss: 767.125 53%|#####2 | 132/250 [01:15<01:10, 1.66it/s] CLIP Loss: 760.977 Range Loss: 0.417 TV Loss: 2.430 Total Loss: 763.825 53%|#####3 | 133/250 [01:16<01:09, 1.69it/s] CLIP Loss: 759.881 Range Loss: 0.411 TV Loss: 2.539 Total Loss: 762.831 54%|#####3 | 134/250 [01:16<01:08, 1.70it/s] CLIP Loss: 759.121 Range Loss: 0.419 TV Loss: 2.669 Total Loss: 762.209 54%|#####4 | 135/250 [01:17<01:07, 1.71it/s] CLIP Loss: 759.285 Range Loss: 0.401 TV Loss: 2.818 Total Loss: 762.504 54%|#####4 | 136/250 [01:18<01:11, 1.58it/s] CLIP Loss: 759.368 Range Loss: 0.408 TV Loss: 2.965 Total Loss: 762.741 55%|#####4 | 137/250 [01:18<01:08, 1.64it/s] CLIP Loss: 757.090 Range Loss: 0.419 TV Loss: 3.186 Total Loss: 760.695 55%|#####5 | 138/250 [01:19<01:07, 1.67it/s] CLIP Loss: 760.240 Range Loss: 0.408 TV Loss: 3.340 Total Loss: 763.988 56%|#####5 | 139/250 [01:19<01:05, 1.69it/s] CLIP Loss: 759.225 Range Loss: 0.399 TV Loss: 3.471 Total Loss: 763.096 56%|#####6 | 140/250 [01:20<01:04, 1.71it/s] CLIP Loss: 751.027 Range Loss: 0.412 TV Loss: 3.661 Total Loss: 755.101 56%|#####6 | 141/250 [01:21<01:07, 1.62it/s] CLIP Loss: 784.258 Range Loss: 0.406 TV Loss: 4.024 Total Loss: 788.688 57%|#####6 | 142/250 [01:21<01:04, 1.67it/s] CLIP Loss: 764.267 Range Loss: 0.407 TV Loss: 4.172 Total Loss: 768.846 57%|#####7 | 143/250 [01:22<01:03, 1.69it/s] CLIP Loss: 757.949 Range Loss: 0.418 TV Loss: 4.338 Total Loss: 762.705 58%|#####7 | 144/250 [01:22<01:01, 1.71it/s] CLIP Loss: 741.581 Range Loss: 0.410 TV Loss: 4.512 Total Loss: 746.504 58%|#####8 | 145/250 [01:23<01:00, 1.72it/s] CLIP Loss: 724.412 Range Loss: 0.413 TV Loss: 4.714 Total Loss: 729.540 58%|#####8 | 146/250 [01:24<01:04, 1.61it/s] CLIP Loss: 720.252 Range Loss: 0.404 TV Loss: 4.930 Total Loss: 725.585 59%|#####8 | 147/250 [01:24<01:02, 1.66it/s] CLIP Loss: 722.084 Range Loss: 0.415 TV Loss: 5.200 Total Loss: 727.699 59%|#####9 | 148/250 [01:25<01:00, 1.69it/s] CLIP Loss: 728.221 Range Loss: 0.405 TV Loss: 5.474 Total Loss: 734.101 60%|#####9 | 149/250 [01:25<00:59, 1.71it/s] CLIP Loss: 728.689 Range Loss: 0.395 TV Loss: 5.871 Total Loss: 734.955 60%|###### | 150/250 [01:26<00:57, 1.73it/s] CLIP Loss: 715.304 Range Loss: 0.389 TV Loss: 6.146 Total Loss: 721.839 60%|###### | 151/250 [01:27<01:00, 1.63it/s] CLIP Loss: 711.772 Range Loss: 0.391 TV Loss: 6.437 Total Loss: 718.600 61%|###### | 152/250 [01:27<00:58, 1.67it/s] CLIP Loss: 717.828 Range Loss: 0.388 TV Loss: 6.761 Total Loss: 724.977 61%|######1 | 153/250 [01:28<00:57, 1.70it/s] CLIP Loss: 712.678 Range Loss: 0.391 TV Loss: 7.115 Total Loss: 720.183 62%|######1 | 154/250 [01:28<00:55, 1.72it/s] CLIP Loss: 706.078 Range Loss: 0.375 TV Loss: 7.397 Total Loss: 713.850 62%|######2 | 155/250 [01:29<00:54, 1.74it/s] CLIP Loss: 713.169 Range Loss: 0.369 TV Loss: 7.789 Total Loss: 721.327 62%|######2 | 156/250 [01:30<00:57, 1.64it/s] CLIP Loss: 721.998 Range Loss: 0.367 TV Loss: 8.054 Total Loss: 730.419 63%|######2 | 157/250 [01:30<00:55, 1.68it/s] CLIP Loss: 724.030 Range Loss: 0.377 TV Loss: 8.710 Total Loss: 733.117 63%|######3 | 158/250 [01:31<00:53, 1.71it/s] CLIP Loss: 714.658 Range Loss: 0.374 TV Loss: 9.082 Total Loss: 724.115 64%|######3 | 159/250 [01:31<00:52, 1.74it/s] CLIP Loss: 713.143 Range Loss: 0.372 TV Loss: 9.546 Total Loss: 723.060 64%|######4 | 160/250 [01:32<00:51, 1.75it/s] CLIP Loss: 713.928 Range Loss: 0.374 TV Loss: 10.098 Total Loss: 724.401 64%|######4 | 161/250 [01:33<00:53, 1.66it/s] CLIP Loss: 713.072 Range Loss: 0.371 TV Loss: 10.588 Total Loss: 724.031 65%|######4 | 162/250 [01:33<00:51, 1.71it/s] CLIP Loss: 717.316 Range Loss: 0.373 TV Loss: 11.070 Total Loss: 728.760 65%|######5 | 163/250 [01:34<00:50, 1.73it/s] CLIP Loss: 719.958 Range Loss: 0.381 TV Loss: 11.608 Total Loss: 731.946 66%|######5 | 164/250 [01:34<00:49, 1.75it/s] CLIP Loss: 712.277 Range Loss: 0.376 TV Loss: 12.066 Total Loss: 724.719 66%|######6 | 165/250 [01:35<00:48, 1.76it/s] CLIP Loss: 718.308 Range Loss: 0.367 TV Loss: 12.762 Total Loss: 731.437 66%|######6 | 166/250 [01:35<00:50, 1.66it/s] CLIP Loss: 719.343 Range Loss: 0.369 TV Loss: 13.243 Total Loss: 732.954 67%|######6 | 167/250 [01:36<00:48, 1.70it/s] CLIP Loss: 718.601 Range Loss: 0.375 TV Loss: 13.787 Total Loss: 732.763 67%|######7 | 168/250 [01:37<00:47, 1.73it/s] CLIP Loss: 715.546 Range Loss: 0.381 TV Loss: 14.379 Total Loss: 730.306 68%|######7 | 169/250 [01:37<00:46, 1.73it/s] CLIP Loss: 725.218 Range Loss: 0.371 TV Loss: 15.037 Total Loss: 740.626 68%|######8 | 170/250 [01:38<00:45, 1.75it/s] CLIP Loss: 722.565 Range Loss: 0.369 TV Loss: 15.669 Total Loss: 738.604 68%|######8 | 171/250 [01:38<00:47, 1.66it/s] CLIP Loss: 722.046 Range Loss: 0.368 TV Loss: 16.340 Total Loss: 738.754 69%|######8 | 172/250 [01:39<00:45, 1.71it/s] CLIP Loss: 718.048 Range Loss: 0.364 TV Loss: 17.007 Total Loss: 735.419 69%|######9 | 173/250 [01:39<00:44, 1.73it/s] CLIP Loss: 723.028 Range Loss: 0.356 TV Loss: 17.633 Total Loss: 741.017 70%|######9 | 174/250 [01:40<00:43, 1.73it/s] CLIP Loss: 723.581 Range Loss: 0.358 TV Loss: 18.368 Total Loss: 742.308 70%|####### | 175/250 [01:41<00:42, 1.76it/s] CLIP Loss: 725.355 Range Loss: 0.351 TV Loss: 19.012 Total Loss: 744.718 70%|####### | 176/250 [01:41<00:45, 1.64it/s] CLIP Loss: 727.932 Range Loss: 0.350 TV Loss: 19.707 Total Loss: 747.990 71%|####### | 177/250 [01:42<00:42, 1.70it/s] CLIP Loss: 726.296 Range Loss: 0.353 TV Loss: 20.563 Total Loss: 747.211 71%|#######1 | 178/250 [01:42<00:42, 1.71it/s] CLIP Loss: 724.119 Range Loss: 0.351 TV Loss: 21.191 Total Loss: 745.661 72%|#######1 | 179/250 [01:43<00:40, 1.74it/s] CLIP Loss: 726.423 Range Loss: 0.347 TV Loss: 21.929 Total Loss: 748.699 72%|#######2 | 180/250 [01:43<00:39, 1.75it/s] CLIP Loss: 722.118 Range Loss: 0.345 TV Loss: 22.752 Total Loss: 745.215 72%|#######2 | 181/250 [01:44<00:41, 1.66it/s] CLIP Loss: 726.170 Range Loss: 0.346 TV Loss: 23.460 Total Loss: 749.977 73%|#######2 | 182/250 [01:45<00:39, 1.71it/s] CLIP Loss: 724.850 Range Loss: 0.346 TV Loss: 24.233 Total Loss: 749.429 73%|#######3 | 183/250 [01:45<00:38, 1.73it/s] CLIP Loss: 724.013 Range Loss: 0.347 TV Loss: 24.922 Total Loss: 749.282 74%|#######3 | 184/250 [01:46<00:37, 1.75it/s] CLIP Loss: 723.786 Range Loss: 0.345 TV Loss: 25.596 Total Loss: 749.727 74%|#######4 | 185/250 [01:46<00:36, 1.77it/s] CLIP Loss: 725.215 Range Loss: 0.348 TV Loss: 26.336 Total Loss: 751.899 74%|#######4 | 186/250 [01:47<00:38, 1.65it/s] CLIP Loss: 725.498 Range Loss: 0.351 TV Loss: 27.181 Total Loss: 753.030 75%|#######4 | 187/250 [01:48<00:37, 1.69it/s] CLIP Loss: 721.500 Range Loss: 0.351 TV Loss: 27.859 Total Loss: 749.710 75%|#######5 | 188/250 [01:48<00:36, 1.72it/s] CLIP Loss: 721.567 Range Loss: 0.352 TV Loss: 28.599 Total Loss: 750.517 76%|#######5 | 189/250 [01:49<00:34, 1.75it/s] CLIP Loss: 724.136 Range Loss: 0.351 TV Loss: 29.324 Total Loss: 753.810 76%|#######6 | 190/250 [01:49<00:34, 1.76it/s] CLIP Loss: 722.420 Range Loss: 0.347 TV Loss: 29.998 Total Loss: 752.766 76%|#######6 | 191/250 [01:50<00:35, 1.67it/s] CLIP Loss: 727.683 Range Loss: 0.346 TV Loss: 30.859 Total Loss: 758.887 77%|#######6 | 192/250 [01:51<00:33, 1.72it/s] CLIP Loss: 730.105 Range Loss: 0.349 TV Loss: 31.530 Total Loss: 761.984 77%|#######7 | 193/250 [01:51<00:32, 1.74it/s] CLIP Loss: 727.003 Range Loss: 0.355 TV Loss: 32.235 Total Loss: 759.593 78%|#######7 | 194/250 [01:52<00:31, 1.77it/s] CLIP Loss: 718.670 Range Loss: 0.353 TV Loss: 32.873 Total Loss: 751.895 78%|#######8 | 195/250 [01:52<00:30, 1.78it/s] CLIP Loss: 725.253 Range Loss: 0.351 TV Loss: 33.497 Total Loss: 759.101 78%|#######8 | 196/250 [01:53<00:32, 1.68it/s] CLIP Loss: 724.458 Range Loss: 0.350 TV Loss: 34.127 Total Loss: 758.935 79%|#######8 | 197/250 [01:53<00:30, 1.73it/s] CLIP Loss: 725.634 Range Loss: 0.346 TV Loss: 34.741 Total Loss: 760.721 79%|#######9 | 198/250 [01:54<00:29, 1.74it/s] CLIP Loss: 722.495 Range Loss: 0.343 TV Loss: 35.291 Total Loss: 758.129 80%|#######9 | 199/250 [01:55<00:28, 1.76it/s] CLIP Loss: 723.713 Range Loss: 0.342 TV Loss: 35.653 Total Loss: 759.709 80%|######## | 200/250 [01:55<00:28, 1.78it/s] CLIP Loss: 723.383 Range Loss: 0.337 TV Loss: 35.997 Total Loss: 759.717 80%|######## | 201/250 [01:56<00:29, 1.69it/s] CLIP Loss: 729.191 Range Loss: 0.333 TV Loss: 36.420 Total Loss: 765.944 81%|######## | 202/250 [01:56<00:27, 1.74it/s] CLIP Loss: 729.864 Range Loss: 0.336 TV Loss: 36.763 Total Loss: 766.963 81%|########1 | 203/250 [01:57<00:26, 1.75it/s] CLIP Loss: 732.174 Range Loss: 0.335 TV Loss: 37.031 Total Loss: 769.540 82%|########1 | 204/250 [01:57<00:25, 1.77it/s] CLIP Loss: 723.324 Range Loss: 0.331 TV Loss: 37.227 Total Loss: 760.882 82%|########2 | 205/250 [01:58<00:25, 1.77it/s] CLIP Loss: 721.403 Range Loss: 0.330 TV Loss: 37.382 Total Loss: 759.116 82%|########2 | 206/250 [01:59<00:26, 1.69it/s] CLIP Loss: 719.478 Range Loss: 0.330 TV Loss: 37.436 Total Loss: 757.244 83%|########2 | 207/250 [01:59<00:24, 1.74it/s] CLIP Loss: 724.170 Range Loss: 0.330 TV Loss: 37.470 Total Loss: 761.970 83%|########3 | 208/250 [02:00<00:23, 1.75it/s] CLIP Loss: 723.982 Range Loss: 0.324 TV Loss: 37.578 Total Loss: 761.884 84%|########3 | 209/250 [02:00<00:23, 1.77it/s] CLIP Loss: 724.145 Range Loss: 0.324 TV Loss: 37.550 Total Loss: 762.019 84%|########4 | 210/250 [02:01<00:22, 1.78it/s] CLIP Loss: 722.385 Range Loss: 0.325 TV Loss: 37.559 Total Loss: 760.270 84%|########4 | 211/250 [02:01<00:23, 1.68it/s] CLIP Loss: 725.744 Range Loss: 0.322 TV Loss: 37.410 Total Loss: 763.476 85%|########4 | 212/250 [02:02<00:21, 1.73it/s] CLIP Loss: 726.617 Range Loss: 0.316 TV Loss: 37.179 Total Loss: 764.112 85%|########5 | 213/250 [02:03<00:21, 1.75it/s] CLIP Loss: 727.261 Range Loss: 0.315 TV Loss: 36.932 Total Loss: 764.508 86%|########5 | 214/250 [02:03<00:20, 1.77it/s] CLIP Loss: 720.287 Range Loss: 0.311 TV Loss: 36.634 Total Loss: 757.231 86%|########6 | 215/250 [02:04<00:19, 1.79it/s] CLIP Loss: 721.500 Range Loss: 0.307 TV Loss: 36.204 Total Loss: 758.012 86%|########6 | 216/250 [02:04<00:20, 1.68it/s] CLIP Loss: 723.086 Range Loss: 0.308 TV Loss: 35.709 Total Loss: 759.102 87%|########6 | 217/250 [02:05<00:19, 1.73it/s] CLIP Loss: 721.278 Range Loss: 0.305 TV Loss: 35.158 Total Loss: 756.741 87%|########7 | 218/250 [02:05<00:18, 1.75it/s] CLIP Loss: 720.878 Range Loss: 0.300 TV Loss: 34.465 Total Loss: 755.643 88%|########7 | 219/250 [02:06<00:17, 1.77it/s] CLIP Loss: 724.324 Range Loss: 0.303 TV Loss: 33.817 Total Loss: 758.444 88%|########8 | 220/250 [02:07<00:16, 1.78it/s] CLIP Loss: 719.831 Range Loss: 0.301 TV Loss: 33.124 Total Loss: 753.256 88%|########8 | 221/250 [02:07<00:17, 1.69it/s] CLIP Loss: 719.675 Range Loss: 0.300 TV Loss: 32.275 Total Loss: 752.251 89%|########8 | 222/250 [02:08<00:16, 1.73it/s] CLIP Loss: 721.615 Range Loss: 0.296 TV Loss: 31.431 Total Loss: 753.342 89%|########9 | 223/250 [02:08<00:15, 1.76it/s] CLIP Loss: 720.968 Range Loss: 0.297 TV Loss: 30.508 Total Loss: 751.773 90%|########9 | 224/250 [02:09<00:14, 1.77it/s] CLIP Loss: 725.809 Range Loss: 0.296 TV Loss: 29.521 Total Loss: 755.626 90%|######### | 225/250 [02:09<00:14, 1.78it/s] CLIP Loss: 716.127 Range Loss: 0.295 TV Loss: 28.461 Total Loss: 744.883 90%|######### | 226/250 [02:10<00:14, 1.68it/s] CLIP Loss: 720.329 Range Loss: 0.294 TV Loss: 27.322 Total Loss: 747.945 91%|######### | 227/250 [02:11<00:13, 1.73it/s] CLIP Loss: 721.302 Range Loss: 0.291 TV Loss: 26.192 Total Loss: 747.785 91%|#########1| 228/250 [02:11<00:12, 1.75it/s] CLIP Loss: 719.187 Range Loss: 0.289 TV Loss: 24.964 Total Loss: 744.440 92%|#########1| 229/250 [02:12<00:11, 1.76it/s] CLIP Loss: 724.565 Range Loss: 0.288 TV Loss: 23.627 Total Loss: 748.479 92%|#########2| 230/250 [02:12<00:11, 1.77it/s] CLIP Loss: 722.096 Range Loss: 0.285 TV Loss: 22.345 Total Loss: 744.726 92%|#########2| 231/250 [02:13<00:11, 1.67it/s] CLIP Loss: 716.674 Range Loss: 0.284 TV Loss: 21.033 Total Loss: 737.991 93%|#########2| 232/250 [02:13<00:10, 1.72it/s] CLIP Loss: 721.520 Range Loss: 0.282 TV Loss: 19.690 Total Loss: 741.493 93%|#########3| 233/250 [02:14<00:09, 1.74it/s] CLIP Loss: 723.437 Range Loss: 0.279 TV Loss: 18.344 Total Loss: 742.060 94%|#########3| 234/250 [02:15<00:09, 1.77it/s] CLIP Loss: 724.904 Range Loss: 0.276 TV Loss: 16.954 Total Loss: 742.134 94%|#########3| 235/250 [02:15<00:08, 1.78it/s] CLIP Loss: 723.190 Range Loss: 0.274 TV Loss: 15.588 Total Loss: 739.051 94%|#########4| 236/250 [02:16<00:08, 1.68it/s] CLIP Loss: 723.159 Range Loss: 0.272 TV Loss: 14.191 Total Loss: 737.622 95%|#########4| 237/250 [02:16<00:07, 1.73it/s] CLIP Loss: 724.618 Range Loss: 0.269 TV Loss: 12.831 Total Loss: 737.718 95%|#########5| 238/250 [02:17<00:06, 1.75it/s] CLIP Loss: 716.717 Range Loss: 0.267 TV Loss: 11.508 Total Loss: 728.492 96%|#########5| 239/250 [02:17<00:06, 1.77it/s] CLIP Loss: 725.699 Range Loss: 0.264 TV Loss: 10.229 Total Loss: 736.192 96%|#########6| 240/250 [02:18<00:05, 1.78it/s] CLIP Loss: 722.903 Range Loss: 0.264 TV Loss: 8.992 Total Loss: 732.158 96%|#########6| 241/250 [02:19<00:05, 1.68it/s] CLIP Loss: 724.237 Range Loss: 0.262 TV Loss: 7.792 Total Loss: 732.291 97%|#########6| 242/250 [02:19<00:04, 1.73it/s] CLIP Loss: 724.768 Range Loss: 0.261 TV Loss: 6.674 Total Loss: 731.703 97%|#########7| 243/250 [02:20<00:04, 1.75it/s] CLIP Loss: 724.952 Range Loss: 0.258 TV Loss: 5.603 Total Loss: 730.813 98%|#########7| 244/250 [02:20<00:03, 1.77it/s] CLIP Loss: 721.584 Range Loss: 0.256 TV Loss: 4.651 Total Loss: 726.491 98%|#########8| 245/250 [02:21<00:02, 1.79it/s] CLIP Loss: 723.130 Range Loss: 0.254 TV Loss: 3.768 Total Loss: 727.152 98%|#########8| 246/250 [02:22<00:02, 1.68it/s] CLIP Loss: 727.878 Range Loss: 0.252 TV Loss: 2.998 Total Loss: 731.128 99%|#########8| 247/250 [02:22<00:01, 1.73it/s] CLIP Loss: 727.425 Range Loss: 0.250 TV Loss: 2.359 Total Loss: 730.035 99%|#########9| 248/250 [02:23<00:01, 1.74it/s] CLIP Loss: 730.965 Range Loss: 0.249 TV Loss: 1.854 Total Loss: 733.068 100%|#########9| 249/250 [02:23<00:00, 1.77it/s] CLIP Loss: 728.074 Range Loss: 0.249 TV Loss: 1.477 Total Loss: 729.800 100%|##########| 250/250 [02:24<00:00, 1.68it/s] 100%|##########| 250/250 [02:24<00:00, 1.73it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bIDb5qi2wfou5f7jifcvjvquec3hiStatusSucceededSourceWebHardware–Total duration–CreatedInput
- seed
- "0"
- prompt
- eerie. strange. captivating. lsd. psychedelic.
- respace
- 250
- tv_scale
- 150
- sat_scale
- "0"
- range_scale
- 50
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "eerie. strange. captivating. lsd. psychedelic.", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "eerie. strange. captivating. lsd. psychedelic.", respace: "250", tv_scale: 150, sat_scale: "0", range_scale: 50, use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "eerie. strange. captivating. lsd. psychedelic.", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "eerie. strange. captivating. lsd. psychedelic.", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="eerie. strange. captivating. lsd. psychedelic."' \ -i 'respace="250"' \ -i 'tv_scale=150' \ -i 'sat_scale="0"' \ -i 'range_scale=50' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "eerie. strange. captivating. lsd. psychedelic.", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-11-01T03:33:49.880168Z", "created_at": "2021-11-01T03:29:45.569158Z", "data_removed": false, "error": null, "id": "b5qi2wfou5f7jifcvjvquec3hi", "input": { "seed": "0", "prompt": "eerie. strange. captivating. lsd. psychedelic.", "respace": "250", "tv_scale": 150, "sat_scale": "0", "range_scale": 50, "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\nLoading clip model\tViT-B/32\ton device\tcuda.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 874.591\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 882.670\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<03:58, 1.05it/s]\nCLIP Loss: 873.702\tRange Loss: 0.001\tTV Loss: 5.079\tTotal Loss: 878.783\n\n 1%| | 2/250 [00:01<02:54, 1.42it/s]\nCLIP Loss: 870.298\tRange Loss: 0.001\tTV Loss: 4.802\tTotal Loss: 875.101\n\n 1%|1 | 3/250 [00:02<02:35, 1.59it/s]\nCLIP Loss: 873.021\tRange Loss: 0.001\tTV Loss: 5.122\tTotal Loss: 878.143\n\n 2%|1 | 4/250 [00:02<02:25, 1.69it/s]\nCLIP Loss: 863.134\tRange Loss: 0.000\tTV Loss: 3.513\tTotal Loss: 866.647\n\n 2%|2 | 5/250 [00:03<02:19, 1.75it/s]\nCLIP Loss: 864.679\tRange Loss: 0.000\tTV Loss: 3.565\tTotal Loss: 868.244\n\n 2%|2 | 6/250 [00:03<02:32, 1.60it/s]\nCLIP Loss: 864.530\tRange Loss: 0.000\tTV Loss: 2.391\tTotal Loss: 866.922\n\n 3%|2 | 7/250 [00:04<02:25, 1.67it/s]\nCLIP Loss: 866.006\tRange Loss: 0.000\tTV Loss: 2.310\tTotal Loss: 868.316\n\n 3%|3 | 8/250 [00:04<02:20, 1.73it/s]\nCLIP Loss: 868.243\tRange Loss: 0.000\tTV Loss: 2.331\tTotal Loss: 870.574\n\n 4%|3 | 9/250 [00:05<02:17, 1.75it/s]\nCLIP Loss: 865.698\tRange Loss: 0.000\tTV Loss: 1.948\tTotal Loss: 867.646\n\n 4%|4 | 10/250 [00:05<02:14, 1.78it/s]\nCLIP Loss: 867.853\tRange Loss: 0.000\tTV Loss: 2.521\tTotal Loss: 870.374\n\n 4%|4 | 11/250 [00:06<02:25, 1.65it/s]\nCLIP Loss: 863.835\tRange Loss: 0.000\tTV Loss: 2.443\tTotal Loss: 866.278\n\n 5%|4 | 12/250 [00:07<02:19, 1.71it/s]\nCLIP Loss: 864.105\tRange Loss: 0.000\tTV Loss: 2.489\tTotal Loss: 866.594\n\n 5%|5 | 13/250 [00:07<02:15, 1.75it/s]\nCLIP Loss: 863.407\tRange Loss: 0.000\tTV Loss: 2.444\tTotal Loss: 865.851\n\n 6%|5 | 14/250 [00:08<02:12, 1.78it/s]\nCLIP Loss: 862.488\tRange Loss: 0.000\tTV Loss: 2.642\tTotal Loss: 865.130\n\n 6%|6 | 15/250 [00:08<02:10, 1.80it/s]\nCLIP Loss: 859.734\tRange Loss: 0.000\tTV Loss: 2.964\tTotal Loss: 862.698\n\n 6%|6 | 16/250 [00:09<02:21, 1.66it/s]\nCLIP Loss: 864.508\tRange Loss: 0.000\tTV Loss: 2.470\tTotal Loss: 866.978\n\n 7%|6 | 17/250 [00:10<02:15, 1.71it/s]\nCLIP Loss: 861.691\tRange Loss: 0.001\tTV Loss: 3.184\tTotal Loss: 864.876\n\n 7%|7 | 18/250 [00:10<02:12, 1.75it/s]\nCLIP Loss: 862.552\tRange Loss: 0.000\tTV Loss: 2.857\tTotal Loss: 865.409\n\n 8%|7 | 19/250 [00:11<02:09, 1.78it/s]\nCLIP Loss: 864.281\tRange Loss: 0.000\tTV Loss: 2.623\tTotal Loss: 866.904\n\n 8%|8 | 20/250 [00:11<02:08, 1.78it/s]\nCLIP Loss: 861.642\tRange Loss: 0.000\tTV Loss: 2.228\tTotal Loss: 863.870\n\n 8%|8 | 21/250 [00:12<02:19, 1.64it/s]\nCLIP Loss: 860.834\tRange Loss: 0.000\tTV Loss: 1.940\tTotal Loss: 862.774\n\n 9%|8 | 22/250 [00:13<02:14, 1.70it/s]\nCLIP Loss: 861.281\tRange Loss: 0.000\tTV Loss: 2.132\tTotal Loss: 863.413\n\n 9%|9 | 23/250 [00:13<02:10, 1.73it/s]\nCLIP Loss: 861.897\tRange Loss: 0.000\tTV Loss: 2.230\tTotal Loss: 864.128\n\n 10%|9 | 24/250 [00:14<02:08, 1.76it/s]\nCLIP Loss: 861.021\tRange Loss: 0.000\tTV Loss: 2.577\tTotal Loss: 863.599\n\n 10%|# | 25/250 [00:14<02:06, 1.78it/s]\nCLIP Loss: 862.708\tRange Loss: 0.000\tTV Loss: 2.441\tTotal Loss: 865.149\n\n 10%|# | 26/250 [00:15<02:16, 1.65it/s]\nCLIP Loss: 864.749\tRange Loss: 0.001\tTV Loss: 2.120\tTotal Loss: 866.871\n\n 11%|# | 27/250 [00:15<02:10, 1.70it/s]\nCLIP Loss: 863.921\tRange Loss: 0.000\tTV Loss: 1.492\tTotal Loss: 865.413\n\n 11%|#1 | 28/250 [00:16<02:08, 1.73it/s]\nCLIP Loss: 860.261\tRange Loss: 0.000\tTV Loss: 1.626\tTotal Loss: 861.887\n\n 12%|#1 | 29/250 [00:17<02:05, 1.76it/s]\nCLIP Loss: 856.166\tRange Loss: 0.000\tTV Loss: 1.333\tTotal Loss: 857.498\n\n 12%|#2 | 30/250 [00:17<02:03, 1.78it/s]\nCLIP Loss: 860.981\tRange Loss: 0.000\tTV Loss: 1.070\tTotal Loss: 862.050\n\n 12%|#2 | 31/250 [00:18<02:15, 1.62it/s]\nCLIP Loss: 857.995\tRange Loss: 0.000\tTV Loss: 1.019\tTotal Loss: 859.014\n\n 13%|#2 | 32/250 [00:18<02:09, 1.68it/s]\nCLIP Loss: 858.297\tRange Loss: 0.000\tTV Loss: 1.071\tTotal Loss: 859.368\n\n 13%|#3 | 33/250 [00:19<02:06, 1.71it/s]\nCLIP Loss: 859.579\tRange Loss: 0.000\tTV Loss: 0.757\tTotal Loss: 860.336\n\n 14%|#3 | 34/250 [00:19<02:03, 1.75it/s]\nCLIP Loss: 863.642\tRange Loss: 0.000\tTV Loss: 0.980\tTotal Loss: 864.622\n\n 14%|#4 | 35/250 [00:20<02:01, 1.77it/s]\nCLIP Loss: 856.080\tRange Loss: 0.000\tTV Loss: 0.833\tTotal Loss: 856.913\n\n 14%|#4 | 36/250 [00:21<02:11, 1.63it/s]\nCLIP Loss: 855.099\tRange Loss: 0.000\tTV Loss: 0.994\tTotal Loss: 856.094\n\n 15%|#4 | 37/250 [00:21<02:06, 1.69it/s]\nCLIP Loss: 856.750\tRange Loss: 0.000\tTV Loss: 0.893\tTotal Loss: 857.643\n\n 15%|#5 | 38/250 [00:22<02:04, 1.71it/s]\nCLIP Loss: 854.053\tRange Loss: 0.000\tTV Loss: 0.833\tTotal Loss: 854.887\n\n 16%|#5 | 39/250 [00:22<02:01, 1.74it/s]\nCLIP Loss: 856.207\tRange Loss: 0.000\tTV Loss: 0.589\tTotal Loss: 856.796\n\n 16%|#6 | 40/250 [00:23<01:59, 1.76it/s]\nCLIP Loss: 853.198\tRange Loss: 0.000\tTV Loss: 0.668\tTotal Loss: 853.866\n\n 16%|#6 | 41/250 [00:24<02:08, 1.62it/s]\nCLIP Loss: 856.237\tRange Loss: 0.000\tTV Loss: 0.545\tTotal Loss: 856.782\n\n 17%|#6 | 42/250 [00:24<02:05, 1.66it/s]\nCLIP Loss: 857.106\tRange Loss: 0.000\tTV Loss: 0.687\tTotal Loss: 857.793\n\n 17%|#7 | 43/250 [00:25<02:01, 1.70it/s]\nCLIP Loss: 857.744\tRange Loss: 0.000\tTV Loss: 0.616\tTotal Loss: 858.359\n\n 18%|#7 | 44/250 [00:25<01:58, 1.74it/s]\nCLIP Loss: 856.951\tRange Loss: 0.000\tTV Loss: 0.661\tTotal Loss: 857.612\n\n 18%|#8 | 45/250 [00:26<01:56, 1.76it/s]\nCLIP Loss: 860.658\tRange Loss: 0.000\tTV Loss: 0.542\tTotal Loss: 861.200\n\n 18%|#8 | 46/250 [00:27<02:07, 1.60it/s]\nCLIP Loss: 856.867\tRange Loss: 0.001\tTV Loss: 0.506\tTotal Loss: 857.373\n\n 19%|#8 | 47/250 [00:27<02:01, 1.67it/s]\nCLIP Loss: 854.369\tRange Loss: 0.001\tTV Loss: 0.514\tTotal Loss: 854.884\n\n 19%|#9 | 48/250 [00:28<01:58, 1.70it/s]\nCLIP Loss: 851.166\tRange Loss: 0.000\tTV Loss: 0.472\tTotal Loss: 851.639\n\n 20%|#9 | 49/250 [00:28<01:56, 1.73it/s]\nCLIP Loss: 855.011\tRange Loss: 0.000\tTV Loss: 0.531\tTotal Loss: 855.542\n\n 20%|## | 50/250 [00:29<01:54, 1.75it/s]\nCLIP Loss: 848.664\tRange Loss: 0.000\tTV Loss: 0.416\tTotal Loss: 849.080\n\n 20%|## | 51/250 [00:30<02:05, 1.58it/s]\nCLIP Loss: 850.951\tRange Loss: 0.001\tTV Loss: 0.492\tTotal Loss: 851.443\n\n 21%|## | 52/250 [00:30<02:00, 1.65it/s]\nCLIP Loss: 846.398\tRange Loss: 0.000\tTV Loss: 0.432\tTotal Loss: 846.831\n\n 21%|##1 | 53/250 [00:31<01:56, 1.69it/s]\nCLIP Loss: 841.569\tRange Loss: 0.000\tTV Loss: 0.296\tTotal Loss: 841.865\n\n 22%|##1 | 54/250 [00:31<01:54, 1.72it/s]\nCLIP Loss: 845.901\tRange Loss: 0.001\tTV Loss: 0.354\tTotal Loss: 846.256\n\n 22%|##2 | 55/250 [00:32<01:52, 1.73it/s]\nCLIP Loss: 858.384\tRange Loss: 0.001\tTV Loss: 0.280\tTotal Loss: 858.665\n\n 22%|##2 | 56/250 [00:33<02:05, 1.55it/s]\nCLIP Loss: 850.481\tRange Loss: 0.000\tTV Loss: 0.211\tTotal Loss: 850.693\n\n 23%|##2 | 57/250 [00:33<01:58, 1.62it/s]\nCLIP Loss: 842.556\tRange Loss: 0.000\tTV Loss: 0.187\tTotal Loss: 842.742\n\n 23%|##3 | 58/250 [00:34<01:55, 1.66it/s]\nCLIP Loss: 838.345\tRange Loss: 0.000\tTV Loss: 0.164\tTotal Loss: 838.509\n\n 24%|##3 | 59/250 [00:34<01:52, 1.70it/s]\nCLIP Loss: 836.149\tRange Loss: 0.000\tTV Loss: 0.154\tTotal Loss: 836.303\n\n 24%|##4 | 60/250 [00:35<01:50, 1.73it/s]\nCLIP Loss: 835.379\tRange Loss: 0.000\tTV Loss: 0.132\tTotal Loss: 835.511\n\n 24%|##4 | 61/250 [00:36<02:05, 1.50it/s]\nCLIP Loss: 835.561\tRange Loss: 0.000\tTV Loss: 0.150\tTotal Loss: 835.711\n\n 25%|##4 | 62/250 [00:36<01:58, 1.58it/s]\nCLIP Loss: 834.480\tRange Loss: 0.000\tTV Loss: 0.142\tTotal Loss: 834.623\n\n 25%|##5 | 63/250 [00:37<01:54, 1.63it/s]\nCLIP Loss: 832.550\tRange Loss: 0.000\tTV Loss: 0.145\tTotal Loss: 832.695\n\n 26%|##5 | 64/250 [00:37<01:51, 1.68it/s]\nCLIP Loss: 836.936\tRange Loss: 0.001\tTV Loss: 0.136\tTotal Loss: 837.073\n\n 26%|##6 | 65/250 [00:38<01:49, 1.70it/s]\nCLIP Loss: 829.545\tRange Loss: 0.001\tTV Loss: 0.142\tTotal Loss: 829.688\n\n 26%|##6 | 66/250 [00:39<02:04, 1.48it/s]\nCLIP Loss: 830.529\tRange Loss: 0.002\tTV Loss: 0.148\tTotal Loss: 830.678\n\n 27%|##6 | 67/250 [00:39<01:57, 1.56it/s]\nCLIP Loss: 832.900\tRange Loss: 0.001\tTV Loss: 0.148\tTotal Loss: 833.050\n\n 27%|##7 | 68/250 [00:40<01:53, 1.61it/s]\nCLIP Loss: 827.306\tRange Loss: 0.001\tTV Loss: 0.146\tTotal Loss: 827.453\n\n 28%|##7 | 69/250 [00:41<01:49, 1.65it/s]\nCLIP Loss: 826.535\tRange Loss: 0.001\tTV Loss: 0.163\tTotal Loss: 826.699\n\n 28%|##8 | 70/250 [00:41<01:46, 1.69it/s]\nCLIP Loss: 829.158\tRange Loss: 0.001\tTV Loss: 0.142\tTotal Loss: 829.300\n\n 28%|##8 | 71/250 [00:42<02:01, 1.48it/s]\nCLIP Loss: 826.863\tRange Loss: 0.001\tTV Loss: 0.133\tTotal Loss: 826.997\n\n 29%|##8 | 72/250 [00:43<01:53, 1.56it/s]\nCLIP Loss: 828.274\tRange Loss: 0.000\tTV Loss: 0.138\tTotal Loss: 828.412\n\n 29%|##9 | 73/250 [00:43<01:49, 1.62it/s]\nCLIP Loss: 826.389\tRange Loss: 0.000\tTV Loss: 0.132\tTotal Loss: 826.521\n\n 30%|##9 | 74/250 [00:44<01:46, 1.65it/s]\nCLIP Loss: 822.140\tRange Loss: 0.000\tTV Loss: 0.134\tTotal Loss: 822.274\n\n 30%|### | 75/250 [00:44<01:43, 1.69it/s]\nCLIP Loss: 827.479\tRange Loss: 0.000\tTV Loss: 0.147\tTotal Loss: 827.626\n\n 30%|### | 76/250 [00:45<01:58, 1.47it/s]\nCLIP Loss: 826.209\tRange Loss: 0.000\tTV Loss: 0.154\tTotal Loss: 826.363\n\n 31%|### | 77/250 [00:46<01:51, 1.56it/s]\nCLIP Loss: 819.840\tRange Loss: 0.000\tTV Loss: 0.152\tTotal Loss: 819.992\n\n 31%|###1 | 78/250 [00:46<01:46, 1.62it/s]\nCLIP Loss: 819.995\tRange Loss: 0.000\tTV Loss: 0.144\tTotal Loss: 820.139\n\n 32%|###1 | 79/250 [00:47<01:43, 1.65it/s]\nCLIP Loss: 821.726\tRange Loss: 0.001\tTV Loss: 0.147\tTotal Loss: 821.874\n\n 32%|###2 | 80/250 [00:47<01:41, 1.68it/s]\nCLIP Loss: 828.468\tRange Loss: 0.001\tTV Loss: 0.172\tTotal Loss: 828.640\n\n 32%|###2 | 81/250 [00:48<01:57, 1.44it/s]\nCLIP Loss: 817.063\tRange Loss: 0.000\tTV Loss: 0.169\tTotal Loss: 817.232\n\n 33%|###2 | 82/250 [00:49<01:49, 1.53it/s]\nCLIP Loss: 818.560\tRange Loss: 0.000\tTV Loss: 0.159\tTotal Loss: 818.719\n\n 33%|###3 | 83/250 [00:50<01:45, 1.58it/s]\nCLIP Loss: 818.492\tRange Loss: 0.000\tTV Loss: 0.166\tTotal Loss: 818.658\n\n 34%|###3 | 84/250 [00:50<01:42, 1.62it/s]\nCLIP Loss: 815.132\tRange Loss: 0.000\tTV Loss: 0.193\tTotal Loss: 815.326\n\n 34%|###4 | 85/250 [00:51<01:40, 1.65it/s]\nCLIP Loss: 812.011\tRange Loss: 0.000\tTV Loss: 0.219\tTotal Loss: 812.230\n\n 34%|###4 | 86/250 [00:52<01:56, 1.41it/s]\nCLIP Loss: 813.115\tRange Loss: 0.001\tTV Loss: 0.203\tTotal Loss: 813.318\n\n 35%|###4 | 87/250 [00:52<01:48, 1.50it/s]\nCLIP Loss: 806.500\tRange Loss: 0.000\tTV Loss: 0.200\tTotal Loss: 806.699\n\n 35%|###5 | 88/250 [00:53<01:43, 1.56it/s]\nCLIP Loss: 808.738\tRange Loss: 0.000\tTV Loss: 0.213\tTotal Loss: 808.951\n\n 36%|###5 | 89/250 [00:53<01:39, 1.61it/s]\nCLIP Loss: 808.836\tRange Loss: 0.000\tTV Loss: 0.255\tTotal Loss: 809.091\n\n 36%|###6 | 90/250 [00:54<01:37, 1.63it/s]\nCLIP Loss: 805.731\tRange Loss: 0.000\tTV Loss: 0.316\tTotal Loss: 806.047\n\n 36%|###6 | 91/250 [00:55<01:50, 1.44it/s]\nCLIP Loss: 803.805\tRange Loss: 0.000\tTV Loss: 0.283\tTotal Loss: 804.088\n\n 37%|###6 | 92/250 [00:55<01:43, 1.53it/s]\nCLIP Loss: 805.794\tRange Loss: 0.000\tTV Loss: 0.267\tTotal Loss: 806.060\n\n 37%|###7 | 93/250 [00:56<01:39, 1.58it/s]\nCLIP Loss: 807.086\tRange Loss: 0.000\tTV Loss: 0.281\tTotal Loss: 807.367\n\n 38%|###7 | 94/250 [00:57<01:36, 1.62it/s]\nCLIP Loss: 804.942\tRange Loss: 0.000\tTV Loss: 0.335\tTotal Loss: 805.277\n\n 38%|###8 | 95/250 [00:57<01:34, 1.65it/s]\nCLIP Loss: 804.581\tRange Loss: 0.000\tTV Loss: 0.336\tTotal Loss: 804.917\n\n 38%|###8 | 96/250 [00:58<01:46, 1.45it/s]\nCLIP Loss: 808.094\tRange Loss: 0.000\tTV Loss: 0.340\tTotal Loss: 808.435\n\n 39%|###8 | 97/250 [00:59<01:39, 1.53it/s]\nCLIP Loss: 802.934\tRange Loss: 0.000\tTV Loss: 0.434\tTotal Loss: 803.368\n\n 39%|###9 | 98/250 [00:59<01:35, 1.58it/s]\nCLIP Loss: 802.898\tRange Loss: 0.000\tTV Loss: 0.396\tTotal Loss: 803.294\n\n 40%|###9 | 99/250 [01:00<01:32, 1.63it/s]\nCLIP Loss: 802.802\tRange Loss: 0.000\tTV Loss: 0.428\tTotal Loss: 803.230\n\n 40%|#### | 100/250 [01:00<01:31, 1.65it/s]\nCLIP Loss: 803.750\tRange Loss: 0.000\tTV Loss: 0.495\tTotal Loss: 804.245\n\n 40%|#### | 101/250 [01:01<01:42, 1.45it/s]\nCLIP Loss: 804.939\tRange Loss: 0.000\tTV Loss: 0.497\tTotal Loss: 805.436\n\n 41%|#### | 102/250 [01:02<01:36, 1.53it/s]\nCLIP Loss: 804.440\tRange Loss: 0.000\tTV Loss: 0.541\tTotal Loss: 804.980\n\n 41%|####1 | 103/250 [01:02<01:33, 1.58it/s]\nCLIP Loss: 806.326\tRange Loss: 0.000\tTV Loss: 0.529\tTotal Loss: 806.855\n\n 42%|####1 | 104/250 [01:03<01:29, 1.62it/s]\nCLIP Loss: 807.217\tRange Loss: 0.000\tTV Loss: 0.573\tTotal Loss: 807.791\n\n 42%|####2 | 105/250 [01:04<01:28, 1.64it/s]\nCLIP Loss: 804.583\tRange Loss: 0.000\tTV Loss: 0.628\tTotal Loss: 805.211\n\n 42%|####2 | 106/250 [01:04<01:39, 1.45it/s]\nCLIP Loss: 807.296\tRange Loss: 0.000\tTV Loss: 0.667\tTotal Loss: 807.964\n\n 43%|####2 | 107/250 [01:05<01:33, 1.53it/s]\nCLIP Loss: 804.602\tRange Loss: 0.000\tTV Loss: 0.686\tTotal Loss: 805.288\n\n 43%|####3 | 108/250 [01:06<01:29, 1.58it/s]\nCLIP Loss: 805.904\tRange Loss: 0.000\tTV Loss: 0.679\tTotal Loss: 806.583\n\n 44%|####3 | 109/250 [01:06<01:27, 1.61it/s]\nCLIP Loss: 809.449\tRange Loss: 0.000\tTV Loss: 0.765\tTotal Loss: 810.214\n\n 44%|####4 | 110/250 [01:07<01:25, 1.63it/s]\nCLIP Loss: 811.036\tRange Loss: 0.000\tTV Loss: 0.842\tTotal Loss: 811.878\n\n 44%|####4 | 111/250 [01:08<01:36, 1.44it/s]\nCLIP Loss: 809.122\tRange Loss: 0.000\tTV Loss: 0.849\tTotal Loss: 809.971\n\n 45%|####4 | 112/250 [01:08<01:30, 1.52it/s]\nCLIP Loss: 809.128\tRange Loss: 0.000\tTV Loss: 0.901\tTotal Loss: 810.029\n\n 45%|####5 | 113/250 [01:09<01:27, 1.56it/s]\nCLIP Loss: 807.693\tRange Loss: 0.000\tTV Loss: 0.904\tTotal Loss: 808.597\n\n 46%|####5 | 114/250 [01:09<01:25, 1.60it/s]\nCLIP Loss: 807.131\tRange Loss: 0.000\tTV Loss: 0.955\tTotal Loss: 808.087\n\n 46%|####6 | 115/250 [01:10<01:23, 1.62it/s]\nCLIP Loss: 808.367\tRange Loss: 0.000\tTV Loss: 1.002\tTotal Loss: 809.369\n\n 46%|####6 | 116/250 [01:11<01:34, 1.43it/s]\nCLIP Loss: 808.084\tRange Loss: 0.000\tTV Loss: 1.057\tTotal Loss: 809.140\n\n 47%|####6 | 117/250 [01:11<01:28, 1.50it/s]\nCLIP Loss: 809.669\tRange Loss: 0.000\tTV Loss: 1.124\tTotal Loss: 810.793\n\n 47%|####7 | 118/250 [01:12<01:24, 1.55it/s]\nCLIP Loss: 806.019\tRange Loss: 0.000\tTV Loss: 1.156\tTotal Loss: 807.175\n\n 48%|####7 | 119/250 [01:13<01:22, 1.59it/s]\nCLIP Loss: 806.082\tRange Loss: 0.000\tTV Loss: 1.161\tTotal Loss: 807.243\n\n 48%|####8 | 120/250 [01:13<01:21, 1.60it/s]\nCLIP Loss: 804.764\tRange Loss: 0.000\tTV Loss: 1.231\tTotal Loss: 805.994\n\n 48%|####8 | 121/250 [01:14<01:29, 1.44it/s]\nCLIP Loss: 806.110\tRange Loss: 0.000\tTV Loss: 1.299\tTotal Loss: 807.409\n\n 49%|####8 | 122/250 [01:15<01:24, 1.51it/s]\nCLIP Loss: 804.700\tRange Loss: 0.000\tTV Loss: 1.314\tTotal Loss: 806.015\n\n 49%|####9 | 123/250 [01:15<01:21, 1.56it/s]\nCaught SIGTERM, exiting...\nCLIP Loss: 803.764\tRange Loss: 0.000\tTV Loss: 1.320\tTotal Loss: 805.085\n\n 50%|####9 | 124/250 [01:16<01:19, 1.59it/s]\nCLIP Loss: 804.257\tRange Loss: 0.000\tTV Loss: 1.453\tTotal Loss: 805.710\n\n 50%|##### | 125/250 [01:17<01:17, 1.62it/s]\nCLIP Loss: 803.427\tRange Loss: 0.000\tTV Loss: 1.567\tTotal Loss: 804.995\n\n 50%|##### | 126/250 [01:17<01:26, 1.44it/s]\nCLIP Loss: 804.445\tRange Loss: 0.000\tTV Loss: 1.686\tTotal Loss: 806.131\n\n 51%|##### | 127/250 [01:18<01:21, 1.51it/s]\nCLIP Loss: 803.694\tRange Loss: 0.000\tTV Loss: 1.799\tTotal Loss: 805.493\n\n 51%|#####1 | 128/250 [01:19<01:19, 1.54it/s]\nCLIP Loss: 804.050\tRange Loss: 0.000\tTV Loss: 1.967\tTotal Loss: 806.017\n\n 52%|#####1 | 129/250 [01:19<01:16, 1.57it/s]\nCLIP Loss: 805.083\tRange Loss: 0.000\tTV Loss: 2.067\tTotal Loss: 807.150\n\n 52%|#####2 | 130/250 [01:20<01:14, 1.60it/s]\nCLIP Loss: 804.443\tRange Loss: 0.000\tTV Loss: 2.203\tTotal Loss: 806.647\n\n 52%|#####2 | 131/250 [01:21<01:23, 1.43it/s]\nCLIP Loss: 804.015\tRange Loss: 0.000\tTV Loss: 2.286\tTotal Loss: 806.301\n\n 53%|#####2 | 132/250 [01:21<01:18, 1.50it/s]\nCLIP Loss: 805.158\tRange Loss: 0.000\tTV Loss: 2.427\tTotal Loss: 807.585\n\n 53%|#####3 | 133/250 [01:22<01:15, 1.55it/s]\nCLIP Loss: 804.230\tRange Loss: 0.000\tTV Loss: 2.549\tTotal Loss: 806.780\n\n 54%|#####3 | 134/250 [01:22<01:13, 1.58it/s]\nCLIP Loss: 803.757\tRange Loss: 0.000\tTV Loss: 2.727\tTotal Loss: 806.485\n\n 54%|#####4 | 135/250 [01:23<01:11, 1.60it/s]\nCLIP Loss: 805.918\tRange Loss: 0.000\tTV Loss: 2.886\tTotal Loss: 808.804\n\n 54%|#####4 | 136/250 [01:24<01:18, 1.45it/s]\nCLIP Loss: 804.151\tRange Loss: 0.000\tTV Loss: 3.077\tTotal Loss: 807.228\n\n 55%|#####4 | 137/250 [01:25<01:14, 1.51it/s]\nCLIP Loss: 804.522\tRange Loss: 0.000\tTV Loss: 3.309\tTotal Loss: 807.831\n\n 55%|#####5 | 138/250 [01:25<01:11, 1.57it/s]\nCLIP Loss: 805.441\tRange Loss: 0.000\tTV Loss: 3.468\tTotal Loss: 808.909\n\n 56%|#####5 | 139/250 [01:26<01:09, 1.60it/s]\nCLIP Loss: 805.372\tRange Loss: 0.000\tTV Loss: 3.694\tTotal Loss: 809.066\n\n 56%|#####6 | 140/250 [01:26<01:07, 1.62it/s]\nCLIP Loss: 804.783\tRange Loss: 0.000\tTV Loss: 3.870\tTotal Loss: 808.653\n\n 56%|#####6 | 141/250 [01:27<01:14, 1.45it/s]\nCLIP Loss: 805.625\tRange Loss: 0.000\tTV Loss: 4.086\tTotal Loss: 809.711\n\n 57%|#####6 | 142/250 [01:28<01:10, 1.53it/s]\nCLIP Loss: 805.635\tRange Loss: 0.000\tTV Loss: 4.350\tTotal Loss: 809.985\n\n 57%|#####7 | 143/250 [01:28<01:07, 1.57it/s]\nCLIP Loss: 803.208\tRange Loss: 0.000\tTV Loss: 4.539\tTotal Loss: 807.747\n\n 58%|#####7 | 144/250 [01:29<01:05, 1.61it/s]\nCLIP Loss: 805.088\tRange Loss: 0.000\tTV Loss: 4.705\tTotal Loss: 809.793\n\n 58%|#####8 | 145/250 [01:29<01:04, 1.64it/s]\nCLIP Loss: 803.324\tRange Loss: 0.000\tTV Loss: 4.909\tTotal Loss: 808.233\n\n 58%|#####8 | 146/250 [01:30<01:11, 1.46it/s]\nCLIP Loss: 805.600\tRange Loss: 0.000\tTV Loss: 5.159\tTotal Loss: 810.759\n\n 59%|#####8 | 147/250 [01:31<01:07, 1.53it/s]\nCLIP Loss: 804.506\tRange Loss: 0.000\tTV Loss: 5.521\tTotal Loss: 810.027\n\n 59%|#####9 | 148/250 [01:32<01:04, 1.58it/s]\nCLIP Loss: 804.775\tRange Loss: 0.000\tTV Loss: 5.812\tTotal Loss: 810.587\n\n 60%|#####9 | 149/250 [01:32<01:02, 1.62it/s]\nCLIP Loss: 804.048\tRange Loss: 0.000\tTV Loss: 6.116\tTotal Loss: 810.164\n\n 60%|###### | 150/250 [01:33<01:00, 1.64it/s]\nCLIP Loss: 804.055\tRange Loss: 0.000\tTV Loss: 6.443\tTotal Loss: 810.499\n\n 60%|###### | 151/250 [01:34<01:07, 1.48it/s]\nCLIP Loss: 802.804\tRange Loss: 0.000\tTV Loss: 6.779\tTotal Loss: 809.583\n\n 61%|###### | 152/250 [01:34<01:03, 1.55it/s]\nCLIP Loss: 804.188\tRange Loss: 0.000\tTV Loss: 7.134\tTotal Loss: 811.322\n\n 61%|######1 | 153/250 [01:35<01:00, 1.60it/s]\nCLIP Loss: 801.350\tRange Loss: 0.000\tTV Loss: 7.491\tTotal Loss: 808.841\n\n 62%|######1 | 154/250 [01:35<00:58, 1.63it/s]\nCLIP Loss: 801.515\tRange Loss: 0.000\tTV Loss: 7.825\tTotal Loss: 809.340\n\n 62%|######2 | 155/250 [01:36<00:57, 1.66it/s]\nCLIP Loss: 799.559\tRange Loss: 0.000\tTV Loss: 8.230\tTotal Loss: 807.789\n\n 62%|######2 | 156/250 [01:37<01:03, 1.47it/s]\nCLIP Loss: 798.903\tRange Loss: 0.000\tTV Loss: 8.622\tTotal Loss: 807.525\n\n 63%|######2 | 157/250 [01:37<01:00, 1.53it/s]\nCLIP Loss: 796.797\tRange Loss: 0.000\tTV Loss: 9.090\tTotal Loss: 805.887\n\n 63%|######3 | 158/250 [01:38<00:57, 1.59it/s]\nCLIP Loss: 800.048\tRange Loss: 0.000\tTV Loss: 9.487\tTotal Loss: 809.535\n\n 64%|######3 | 159/250 [01:38<00:56, 1.62it/s]\nCLIP Loss: 799.477\tRange Loss: 0.000\tTV Loss: 9.981\tTotal Loss: 809.457\n\n 64%|######4 | 160/250 [01:39<00:54, 1.66it/s]\nCLIP Loss: 798.206\tRange Loss: 0.000\tTV Loss: 10.493\tTotal Loss: 808.700\n\n 64%|######4 | 161/250 [01:40<00:59, 1.49it/s]\nCLIP Loss: 799.539\tRange Loss: 0.000\tTV Loss: 11.039\tTotal Loss: 810.579\n\n 65%|######4 | 162/250 [01:40<00:56, 1.56it/s]\nCLIP Loss: 798.715\tRange Loss: 0.000\tTV Loss: 11.563\tTotal Loss: 810.278\n\n 65%|######5 | 163/250 [01:41<00:54, 1.61it/s]\nCLIP Loss: 799.018\tRange Loss: 0.000\tTV Loss: 12.085\tTotal Loss: 811.104\n\n 66%|######5 | 164/250 [01:42<00:52, 1.65it/s]\nCLIP Loss: 798.727\tRange Loss: 0.000\tTV Loss: 12.704\tTotal Loss: 811.431\n\n 66%|######6 | 165/250 [01:42<00:50, 1.67it/s]\nCLIP Loss: 800.462\tRange Loss: 0.000\tTV Loss: 13.401\tTotal Loss: 813.863\n\n 66%|######6 | 166/250 [01:43<00:56, 1.50it/s]\nCLIP Loss: 798.750\tRange Loss: 0.000\tTV Loss: 13.970\tTotal Loss: 812.720\n\n 67%|######6 | 167/250 [01:44<00:53, 1.56it/s]\nCLIP Loss: 802.446\tRange Loss: 0.000\tTV Loss: 14.588\tTotal Loss: 817.035\n\n 67%|######7 | 168/250 [01:44<00:50, 1.61it/s]\nCLIP Loss: 801.622\tRange Loss: 0.000\tTV Loss: 15.192\tTotal Loss: 816.815\n\n 68%|######7 | 169/250 [01:45<00:49, 1.63it/s]\nCLIP Loss: 801.701\tRange Loss: 0.000\tTV Loss: 15.824\tTotal Loss: 817.525\n\n 68%|######8 | 170/250 [01:45<00:48, 1.66it/s]\nCLIP Loss: 801.354\tRange Loss: 0.000\tTV Loss: 16.560\tTotal Loss: 817.914\n\n 68%|######8 | 171/250 [01:46<00:53, 1.49it/s]\nCLIP Loss: 800.672\tRange Loss: 0.000\tTV Loss: 17.352\tTotal Loss: 818.024\n\n 69%|######8 | 172/250 [01:47<00:49, 1.56it/s]\nCLIP Loss: 799.857\tRange Loss: 0.000\tTV Loss: 18.044\tTotal Loss: 817.901\n\n 69%|######9 | 173/250 [01:47<00:47, 1.61it/s]\nCLIP Loss: 797.666\tRange Loss: 0.000\tTV Loss: 18.674\tTotal Loss: 816.340\n\n 70%|######9 | 174/250 [01:48<00:46, 1.64it/s]\nCLIP Loss: 797.411\tRange Loss: 0.000\tTV Loss: 19.498\tTotal Loss: 816.909\n\n 70%|####### | 175/250 [01:48<00:44, 1.67it/s]\nCLIP Loss: 799.857\tRange Loss: 0.000\tTV Loss: 20.142\tTotal Loss: 819.999\n\n 70%|####### | 176/250 [01:49<00:49, 1.50it/s]\nCLIP Loss: 797.295\tRange Loss: 0.000\tTV Loss: 20.900\tTotal Loss: 818.194\n\n 71%|####### | 177/250 [01:50<00:46, 1.58it/s]\nCLIP Loss: 799.513\tRange Loss: 0.000\tTV Loss: 21.770\tTotal Loss: 821.283\n\n 71%|#######1 | 178/250 [01:50<00:44, 1.62it/s]\nCLIP Loss: 798.722\tRange Loss: 0.000\tTV Loss: 22.457\tTotal Loss: 821.180\n\n 72%|#######1 | 179/250 [01:51<00:42, 1.66it/s]\nCLIP Loss: 799.228\tRange Loss: 0.000\tTV Loss: 23.191\tTotal Loss: 822.420\n\n 72%|#######2 | 180/250 [01:52<00:41, 1.67it/s]\nCLIP Loss: 800.448\tRange Loss: 0.000\tTV Loss: 24.048\tTotal Loss: 824.496\n\n 72%|#######2 | 181/250 [01:52<00:45, 1.51it/s]\nCLIP Loss: 797.819\tRange Loss: 0.000\tTV Loss: 24.842\tTotal Loss: 822.662\n\n 73%|#######2 | 182/250 [01:53<00:43, 1.57it/s]\nCLIP Loss: 796.653\tRange Loss: 0.000\tTV Loss: 25.671\tTotal Loss: 822.324\n\n 73%|#######3 | 183/250 [01:54<00:41, 1.61it/s]\nCLIP Loss: 799.448\tRange Loss: 0.000\tTV Loss: 26.408\tTotal Loss: 825.855\n\n 74%|#######3 | 184/250 [01:54<00:40, 1.65it/s]\nCLIP Loss: 798.810\tRange Loss: 0.000\tTV Loss: 27.082\tTotal Loss: 825.892\n\n 74%|#######4 | 185/250 [01:55<00:38, 1.68it/s]\nCLIP Loss: 797.636\tRange Loss: 0.000\tTV Loss: 27.854\tTotal Loss: 825.490\n\n 74%|#######4 | 186/250 [01:55<00:42, 1.51it/s]\nCLIP Loss: 798.201\tRange Loss: 0.000\tTV Loss: 28.778\tTotal Loss: 826.978\n\n 75%|#######4 | 187/250 [01:56<00:39, 1.59it/s]\nCLIP Loss: 800.737\tRange Loss: 0.000\tTV Loss: 29.470\tTotal Loss: 830.208\n\n 75%|#######5 | 188/250 [01:57<00:38, 1.63it/s]\nCLIP Loss: 799.096\tRange Loss: 0.000\tTV Loss: 30.265\tTotal Loss: 829.361\n\n 76%|#######5 | 189/250 [01:57<00:36, 1.66it/s]\nCLIP Loss: 798.873\tRange Loss: 0.000\tTV Loss: 31.035\tTotal Loss: 829.908\n\n 76%|#######6 | 190/250 [01:58<00:35, 1.69it/s]\nCLIP Loss: 799.709\tRange Loss: 0.000\tTV Loss: 31.712\tTotal Loss: 831.422\n\n 76%|#######6 | 191/250 [01:59<00:39, 1.49it/s]\nCLIP Loss: 800.885\tRange Loss: 0.000\tTV Loss: 32.555\tTotal Loss: 833.441\n\n 77%|#######6 | 192/250 [01:59<00:36, 1.57it/s]\nCLIP Loss: 799.461\tRange Loss: 0.000\tTV Loss: 33.285\tTotal Loss: 832.746\n\n 77%|#######7 | 193/250 [02:00<00:35, 1.62it/s]\nCLIP Loss: 799.191\tRange Loss: 0.000\tTV Loss: 34.011\tTotal Loss: 833.201\n\n 78%|#######7 | 194/250 [02:00<00:33, 1.66it/s]\nCLIP Loss: 798.011\tRange Loss: 0.000\tTV Loss: 34.641\tTotal Loss: 832.652\n\n 78%|#######8 | 195/250 [02:01<00:32, 1.68it/s]\nCLIP Loss: 801.367\tRange Loss: 0.000\tTV Loss: 35.312\tTotal Loss: 836.679\n\n 78%|#######8 | 196/250 [02:02<00:35, 1.52it/s]\nCLIP Loss: 801.285\tRange Loss: 0.000\tTV Loss: 35.996\tTotal Loss: 837.281\n\n 79%|#######8 | 197/250 [02:02<00:33, 1.59it/s]\nCLIP Loss: 801.489\tRange Loss: 0.000\tTV Loss: 36.657\tTotal Loss: 838.146\n\n 79%|#######9 | 198/250 [02:03<00:31, 1.63it/s]\nCLIP Loss: 802.255\tRange Loss: 0.000\tTV Loss: 37.274\tTotal Loss: 839.530\n\n 80%|#######9 | 199/250 [02:03<00:31, 1.63it/s]\nCLIP Loss: 800.942\tRange Loss: 0.000\tTV Loss: 37.681\tTotal Loss: 838.622\n\n 80%|######## | 200/250 [02:04<00:29, 1.67it/s]\nCLIP Loss: 800.990\tRange Loss: 0.000\tTV Loss: 38.053\tTotal Loss: 839.044\n\n 80%|######## | 201/250 [02:05<00:32, 1.52it/s]\nCLIP Loss: 801.978\tRange Loss: 0.000\tTV Loss: 38.494\tTotal Loss: 840.472\n\n 81%|######## | 202/250 [02:05<00:30, 1.59it/s]\nCLIP Loss: 801.800\tRange Loss: 0.000\tTV Loss: 38.887\tTotal Loss: 840.687\n\n 81%|########1 | 203/250 [02:06<00:28, 1.63it/s]\nCLIP Loss: 801.424\tRange Loss: 0.000\tTV Loss: 39.194\tTotal Loss: 840.618\n\n 82%|########1 | 204/250 [02:07<00:27, 1.66it/s]\nCLIP Loss: 800.183\tRange Loss: 0.000\tTV Loss: 39.393\tTotal Loss: 839.576\n\n 82%|########2 | 205/250 [02:07<00:26, 1.68it/s]\nCLIP Loss: 800.563\tRange Loss: 0.000\tTV Loss: 39.604\tTotal Loss: 840.167\n\n 82%|########2 | 206/250 [02:08<00:28, 1.53it/s]\nCLIP Loss: 800.493\tRange Loss: 0.000\tTV Loss: 39.637\tTotal Loss: 840.130\n\n 83%|########2 | 207/250 [02:08<00:26, 1.59it/s]\nCLIP Loss: 801.523\tRange Loss: 0.000\tTV Loss: 39.653\tTotal Loss: 841.176\n\n 83%|########3 | 208/250 [02:09<00:25, 1.64it/s]\nCLIP Loss: 804.644\tRange Loss: 0.000\tTV Loss: 39.819\tTotal Loss: 844.463\n\n 84%|########3 | 209/250 [02:10<00:24, 1.66it/s]\nCLIP Loss: 803.036\tRange Loss: 0.000\tTV Loss: 39.799\tTotal Loss: 842.834\n\n 84%|########4 | 210/250 [02:10<00:23, 1.68it/s]\nCLIP Loss: 801.301\tRange Loss: 0.000\tTV Loss: 39.815\tTotal Loss: 841.116\n\n 84%|########4 | 211/250 [02:11<00:25, 1.52it/s]\nCLIP Loss: 802.981\tRange Loss: 0.000\tTV Loss: 39.678\tTotal Loss: 842.659\n\n 85%|########4 | 212/250 [02:12<00:23, 1.59it/s]\nCLIP Loss: 800.325\tRange Loss: 0.000\tTV Loss: 39.436\tTotal Loss: 839.761\n\n 85%|########5 | 213/250 [02:12<00:22, 1.64it/s]\nCLIP Loss: 802.549\tRange Loss: 0.000\tTV Loss: 39.206\tTotal Loss: 841.755\n\n 86%|########5 | 214/250 [02:13<00:21, 1.67it/s]\nCLIP Loss: 801.248\tRange Loss: 0.000\tTV Loss: 38.981\tTotal Loss: 840.229\n\n 86%|########6 | 215/250 [02:13<00:20, 1.70it/s]\nCLIP Loss: 800.651\tRange Loss: 0.000\tTV Loss: 38.549\tTotal Loss: 839.200\n\n 86%|########6 | 216/250 [02:14<00:22, 1.53it/s]\nCLIP Loss: 801.474\tRange Loss: 0.000\tTV Loss: 38.094\tTotal Loss: 839.569\n\n 87%|########6 | 217/250 [02:15<00:20, 1.59it/s]\nCLIP Loss: 803.040\tRange Loss: 0.000\tTV Loss: 37.547\tTotal Loss: 840.587\n\n 87%|########7 | 218/250 [02:15<00:19, 1.63it/s]\nCLIP Loss: 803.379\tRange Loss: 0.000\tTV Loss: 36.864\tTotal Loss: 840.243\n\n 88%|########7 | 219/250 [02:16<00:18, 1.67it/s]\nCLIP Loss: 803.291\tRange Loss: 0.000\tTV Loss: 36.232\tTotal Loss: 839.523\n\n 88%|########8 | 220/250 [02:16<00:17, 1.69it/s]\nCLIP Loss: 804.929\tRange Loss: 0.000\tTV Loss: 35.544\tTotal Loss: 840.472\n\n 88%|########8 | 221/250 [02:17<00:18, 1.53it/s]\nCLIP Loss: 801.005\tRange Loss: 0.000\tTV Loss: 34.702\tTotal Loss: 835.707\n\n 89%|########8 | 222/250 [02:18<00:17, 1.60it/s]\nCLIP Loss: 803.860\tRange Loss: 0.000\tTV Loss: 33.865\tTotal Loss: 837.724\n\n 89%|########9 | 223/250 [02:18<00:16, 1.64it/s]\nCLIP Loss: 801.048\tRange Loss: 0.000\tTV Loss: 32.949\tTotal Loss: 833.997\n\n 90%|########9 | 224/250 [02:19<00:15, 1.68it/s]\nCLIP Loss: 802.443\tRange Loss: 0.000\tTV Loss: 31.955\tTotal Loss: 834.398\n\n 90%|######### | 225/250 [02:19<00:14, 1.70it/s]\nCLIP Loss: 802.495\tRange Loss: 0.000\tTV Loss: 30.896\tTotal Loss: 833.392\n\n 90%|######### | 226/250 [02:20<00:15, 1.53it/s]\nCLIP Loss: 802.404\tRange Loss: 0.000\tTV Loss: 29.755\tTotal Loss: 832.158\n\n 91%|######### | 227/250 [02:21<00:14, 1.60it/s]\nCLIP Loss: 801.823\tRange Loss: 0.000\tTV Loss: 28.613\tTotal Loss: 830.435\n\n 91%|#########1| 228/250 [02:21<00:13, 1.64it/s]\nCLIP Loss: 802.699\tRange Loss: 0.000\tTV Loss: 27.385\tTotal Loss: 830.084\n\n 92%|#########1| 229/250 [02:22<00:12, 1.67it/s]\nCLIP Loss: 801.764\tRange Loss: 0.000\tTV Loss: 26.033\tTotal Loss: 827.798\n\n 92%|#########2| 230/250 [02:22<00:11, 1.69it/s]\nCLIP Loss: 802.623\tRange Loss: 0.000\tTV Loss: 24.752\tTotal Loss: 827.375\n\n 92%|#########2| 231/250 [02:23<00:12, 1.52it/s]\nCLIP Loss: 802.026\tRange Loss: 0.000\tTV Loss: 23.433\tTotal Loss: 825.459\n\n 93%|#########2| 232/250 [02:24<00:11, 1.59it/s]\nCLIP Loss: 802.308\tRange Loss: 0.000\tTV Loss: 22.088\tTotal Loss: 824.396\n\n 93%|#########3| 233/250 [02:24<00:10, 1.62it/s]\nCLIP Loss: 801.629\tRange Loss: 0.000\tTV Loss: 20.718\tTotal Loss: 822.346\n\n 94%|#########3| 234/250 [02:25<00:09, 1.65it/s]\nCLIP Loss: 803.723\tRange Loss: 0.000\tTV Loss: 19.314\tTotal Loss: 823.037\n\n 94%|#########3| 235/250 [02:26<00:08, 1.68it/s]\nCLIP Loss: 804.104\tRange Loss: 0.000\tTV Loss: 17.924\tTotal Loss: 822.028\n\n 94%|#########4| 236/250 [02:26<00:09, 1.52it/s]\nCLIP Loss: 804.548\tRange Loss: 0.000\tTV Loss: 16.509\tTotal Loss: 821.057\n\n 95%|#########4| 237/250 [02:27<00:08, 1.59it/s]\nCLIP Loss: 803.680\tRange Loss: 0.000\tTV Loss: 15.124\tTotal Loss: 818.803\n\n 95%|#########5| 238/250 [02:28<00:07, 1.63it/s]\nCLIP Loss: 805.213\tRange Loss: 0.000\tTV Loss: 13.757\tTotal Loss: 818.970\n\n 96%|#########5| 239/250 [02:28<00:06, 1.66it/s]\nCLIP Loss: 804.434\tRange Loss: 0.000\tTV Loss: 12.438\tTotal Loss: 816.872\n\n 96%|#########6| 240/250 [02:29<00:05, 1.68it/s]\nCLIP Loss: 804.841\tRange Loss: 0.000\tTV Loss: 11.160\tTotal Loss: 816.001\n\n 96%|#########6| 241/250 [02:29<00:05, 1.53it/s]\nCLIP Loss: 805.996\tRange Loss: 0.000\tTV Loss: 9.932\tTotal Loss: 815.928\n\n 97%|#########6| 242/250 [02:30<00:05, 1.60it/s]\nCLIP Loss: 804.390\tRange Loss: 0.000\tTV Loss: 8.785\tTotal Loss: 813.175\n\n 97%|#########7| 243/250 [02:31<00:04, 1.63it/s]\nCLIP Loss: 807.349\tRange Loss: 0.000\tTV Loss: 7.679\tTotal Loss: 815.028\n\n 98%|#########7| 244/250 [02:31<00:03, 1.66it/s]\nCLIP Loss: 805.621\tRange Loss: 0.000\tTV Loss: 6.698\tTotal Loss: 812.319\n\n 98%|#########8| 245/250 [02:32<00:02, 1.69it/s]\nCLIP Loss: 806.199\tRange Loss: 0.000\tTV Loss: 5.771\tTotal Loss: 811.970\n\n 98%|#########8| 246/250 [02:33<00:02, 1.54it/s]\nCLIP Loss: 806.776\tRange Loss: 0.000\tTV Loss: 4.975\tTotal Loss: 811.751\n\n 99%|#########8| 247/250 [02:33<00:01, 1.61it/s]\nCLIP Loss: 806.368\tRange Loss: 0.000\tTV Loss: 4.308\tTotal Loss: 810.677\n\n 99%|#########9| 248/250 [02:34<00:01, 1.64it/s]\nCLIP Loss: 807.707\tRange Loss: 0.000\tTV Loss: 3.784\tTotal Loss: 811.491\n\n100%|#########9| 249/250 [02:34<00:00, 1.67it/s]\nCLIP Loss: 809.060\tRange Loss: 0.000\tTV Loss: 3.388\tTotal Loss: 812.447\n\n100%|##########| 250/250 [02:35<00:00, 1.52it/s]\n\n100%|##########| 250/250 [02:35<00:00, 1.61it/s]", "metrics": { "total_time": 244.31101 }, "output": [ { "file": "https://replicate.delivery/mgxm/3c9c6716-2ea6-44f5-a99e-01132e82d20c/0000.png" }, { "file": "https://replicate.delivery/mgxm/e1750efc-3e1e-45af-8ca5-63ba33a6cd4d/0005.png" }, { "file": "https://replicate.delivery/mgxm/f7ad7a3a-2c81-4c7a-8769-ab4d647ffa16/0010.png" }, { "file": "https://replicate.delivery/mgxm/099c78b4-3a2b-4166-ab80-3d29b394420e/0015.png" }, { "file": "https://replicate.delivery/mgxm/a1f90dd5-ebcf-40d2-bc98-8e86c331917f/0020.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. Loading clip model ViT-B/32 on device cuda. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 874.591 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 882.670 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<03:58, 1.05it/s] CLIP Loss: 873.702 Range Loss: 0.001 TV Loss: 5.079 Total Loss: 878.783 1%| | 2/250 [00:01<02:54, 1.42it/s] CLIP Loss: 870.298 Range Loss: 0.001 TV Loss: 4.802 Total Loss: 875.101 1%|1 | 3/250 [00:02<02:35, 1.59it/s] CLIP Loss: 873.021 Range Loss: 0.001 TV Loss: 5.122 Total Loss: 878.143 2%|1 | 4/250 [00:02<02:25, 1.69it/s] CLIP Loss: 863.134 Range Loss: 0.000 TV Loss: 3.513 Total Loss: 866.647 2%|2 | 5/250 [00:03<02:19, 1.75it/s] CLIP Loss: 864.679 Range Loss: 0.000 TV Loss: 3.565 Total Loss: 868.244 2%|2 | 6/250 [00:03<02:32, 1.60it/s] CLIP Loss: 864.530 Range Loss: 0.000 TV Loss: 2.391 Total Loss: 866.922 3%|2 | 7/250 [00:04<02:25, 1.67it/s] CLIP Loss: 866.006 Range Loss: 0.000 TV Loss: 2.310 Total Loss: 868.316 3%|3 | 8/250 [00:04<02:20, 1.73it/s] CLIP Loss: 868.243 Range Loss: 0.000 TV Loss: 2.331 Total Loss: 870.574 4%|3 | 9/250 [00:05<02:17, 1.75it/s] CLIP Loss: 865.698 Range Loss: 0.000 TV Loss: 1.948 Total Loss: 867.646 4%|4 | 10/250 [00:05<02:14, 1.78it/s] CLIP Loss: 867.853 Range Loss: 0.000 TV Loss: 2.521 Total Loss: 870.374 4%|4 | 11/250 [00:06<02:25, 1.65it/s] CLIP Loss: 863.835 Range Loss: 0.000 TV Loss: 2.443 Total Loss: 866.278 5%|4 | 12/250 [00:07<02:19, 1.71it/s] CLIP Loss: 864.105 Range Loss: 0.000 TV Loss: 2.489 Total Loss: 866.594 5%|5 | 13/250 [00:07<02:15, 1.75it/s] CLIP Loss: 863.407 Range Loss: 0.000 TV Loss: 2.444 Total Loss: 865.851 6%|5 | 14/250 [00:08<02:12, 1.78it/s] CLIP Loss: 862.488 Range Loss: 0.000 TV Loss: 2.642 Total Loss: 865.130 6%|6 | 15/250 [00:08<02:10, 1.80it/s] CLIP Loss: 859.734 Range Loss: 0.000 TV Loss: 2.964 Total Loss: 862.698 6%|6 | 16/250 [00:09<02:21, 1.66it/s] CLIP Loss: 864.508 Range Loss: 0.000 TV Loss: 2.470 Total Loss: 866.978 7%|6 | 17/250 [00:10<02:15, 1.71it/s] CLIP Loss: 861.691 Range Loss: 0.001 TV Loss: 3.184 Total Loss: 864.876 7%|7 | 18/250 [00:10<02:12, 1.75it/s] CLIP Loss: 862.552 Range Loss: 0.000 TV Loss: 2.857 Total Loss: 865.409 8%|7 | 19/250 [00:11<02:09, 1.78it/s] CLIP Loss: 864.281 Range Loss: 0.000 TV Loss: 2.623 Total Loss: 866.904 8%|8 | 20/250 [00:11<02:08, 1.78it/s] CLIP Loss: 861.642 Range Loss: 0.000 TV Loss: 2.228 Total Loss: 863.870 8%|8 | 21/250 [00:12<02:19, 1.64it/s] CLIP Loss: 860.834 Range Loss: 0.000 TV Loss: 1.940 Total Loss: 862.774 9%|8 | 22/250 [00:13<02:14, 1.70it/s] CLIP Loss: 861.281 Range Loss: 0.000 TV Loss: 2.132 Total Loss: 863.413 9%|9 | 23/250 [00:13<02:10, 1.73it/s] CLIP Loss: 861.897 Range Loss: 0.000 TV Loss: 2.230 Total Loss: 864.128 10%|9 | 24/250 [00:14<02:08, 1.76it/s] CLIP Loss: 861.021 Range Loss: 0.000 TV Loss: 2.577 Total Loss: 863.599 10%|# | 25/250 [00:14<02:06, 1.78it/s] CLIP Loss: 862.708 Range Loss: 0.000 TV Loss: 2.441 Total Loss: 865.149 10%|# | 26/250 [00:15<02:16, 1.65it/s] CLIP Loss: 864.749 Range Loss: 0.001 TV Loss: 2.120 Total Loss: 866.871 11%|# | 27/250 [00:15<02:10, 1.70it/s] CLIP Loss: 863.921 Range Loss: 0.000 TV Loss: 1.492 Total Loss: 865.413 11%|#1 | 28/250 [00:16<02:08, 1.73it/s] CLIP Loss: 860.261 Range Loss: 0.000 TV Loss: 1.626 Total Loss: 861.887 12%|#1 | 29/250 [00:17<02:05, 1.76it/s] CLIP Loss: 856.166 Range Loss: 0.000 TV Loss: 1.333 Total Loss: 857.498 12%|#2 | 30/250 [00:17<02:03, 1.78it/s] CLIP Loss: 860.981 Range Loss: 0.000 TV Loss: 1.070 Total Loss: 862.050 12%|#2 | 31/250 [00:18<02:15, 1.62it/s] CLIP Loss: 857.995 Range Loss: 0.000 TV Loss: 1.019 Total Loss: 859.014 13%|#2 | 32/250 [00:18<02:09, 1.68it/s] CLIP Loss: 858.297 Range Loss: 0.000 TV Loss: 1.071 Total Loss: 859.368 13%|#3 | 33/250 [00:19<02:06, 1.71it/s] CLIP Loss: 859.579 Range Loss: 0.000 TV Loss: 0.757 Total Loss: 860.336 14%|#3 | 34/250 [00:19<02:03, 1.75it/s] CLIP Loss: 863.642 Range Loss: 0.000 TV Loss: 0.980 Total Loss: 864.622 14%|#4 | 35/250 [00:20<02:01, 1.77it/s] CLIP Loss: 856.080 Range Loss: 0.000 TV Loss: 0.833 Total Loss: 856.913 14%|#4 | 36/250 [00:21<02:11, 1.63it/s] CLIP Loss: 855.099 Range Loss: 0.000 TV Loss: 0.994 Total Loss: 856.094 15%|#4 | 37/250 [00:21<02:06, 1.69it/s] CLIP Loss: 856.750 Range Loss: 0.000 TV Loss: 0.893 Total Loss: 857.643 15%|#5 | 38/250 [00:22<02:04, 1.71it/s] CLIP Loss: 854.053 Range Loss: 0.000 TV Loss: 0.833 Total Loss: 854.887 16%|#5 | 39/250 [00:22<02:01, 1.74it/s] CLIP Loss: 856.207 Range Loss: 0.000 TV Loss: 0.589 Total Loss: 856.796 16%|#6 | 40/250 [00:23<01:59, 1.76it/s] CLIP Loss: 853.198 Range Loss: 0.000 TV Loss: 0.668 Total Loss: 853.866 16%|#6 | 41/250 [00:24<02:08, 1.62it/s] CLIP Loss: 856.237 Range Loss: 0.000 TV Loss: 0.545 Total Loss: 856.782 17%|#6 | 42/250 [00:24<02:05, 1.66it/s] CLIP Loss: 857.106 Range Loss: 0.000 TV Loss: 0.687 Total Loss: 857.793 17%|#7 | 43/250 [00:25<02:01, 1.70it/s] CLIP Loss: 857.744 Range Loss: 0.000 TV Loss: 0.616 Total Loss: 858.359 18%|#7 | 44/250 [00:25<01:58, 1.74it/s] CLIP Loss: 856.951 Range Loss: 0.000 TV Loss: 0.661 Total Loss: 857.612 18%|#8 | 45/250 [00:26<01:56, 1.76it/s] CLIP Loss: 860.658 Range Loss: 0.000 TV Loss: 0.542 Total Loss: 861.200 18%|#8 | 46/250 [00:27<02:07, 1.60it/s] CLIP Loss: 856.867 Range Loss: 0.001 TV Loss: 0.506 Total Loss: 857.373 19%|#8 | 47/250 [00:27<02:01, 1.67it/s] CLIP Loss: 854.369 Range Loss: 0.001 TV Loss: 0.514 Total Loss: 854.884 19%|#9 | 48/250 [00:28<01:58, 1.70it/s] CLIP Loss: 851.166 Range Loss: 0.000 TV Loss: 0.472 Total Loss: 851.639 20%|#9 | 49/250 [00:28<01:56, 1.73it/s] CLIP Loss: 855.011 Range Loss: 0.000 TV Loss: 0.531 Total Loss: 855.542 20%|## | 50/250 [00:29<01:54, 1.75it/s] CLIP Loss: 848.664 Range Loss: 0.000 TV Loss: 0.416 Total Loss: 849.080 20%|## | 51/250 [00:30<02:05, 1.58it/s] CLIP Loss: 850.951 Range Loss: 0.001 TV Loss: 0.492 Total Loss: 851.443 21%|## | 52/250 [00:30<02:00, 1.65it/s] CLIP Loss: 846.398 Range Loss: 0.000 TV Loss: 0.432 Total Loss: 846.831 21%|##1 | 53/250 [00:31<01:56, 1.69it/s] CLIP Loss: 841.569 Range Loss: 0.000 TV Loss: 0.296 Total Loss: 841.865 22%|##1 | 54/250 [00:31<01:54, 1.72it/s] CLIP Loss: 845.901 Range Loss: 0.001 TV Loss: 0.354 Total Loss: 846.256 22%|##2 | 55/250 [00:32<01:52, 1.73it/s] CLIP Loss: 858.384 Range Loss: 0.001 TV Loss: 0.280 Total Loss: 858.665 22%|##2 | 56/250 [00:33<02:05, 1.55it/s] CLIP Loss: 850.481 Range Loss: 0.000 TV Loss: 0.211 Total Loss: 850.693 23%|##2 | 57/250 [00:33<01:58, 1.62it/s] CLIP Loss: 842.556 Range Loss: 0.000 TV Loss: 0.187 Total Loss: 842.742 23%|##3 | 58/250 [00:34<01:55, 1.66it/s] CLIP Loss: 838.345 Range Loss: 0.000 TV Loss: 0.164 Total Loss: 838.509 24%|##3 | 59/250 [00:34<01:52, 1.70it/s] CLIP Loss: 836.149 Range Loss: 0.000 TV Loss: 0.154 Total Loss: 836.303 24%|##4 | 60/250 [00:35<01:50, 1.73it/s] CLIP Loss: 835.379 Range Loss: 0.000 TV Loss: 0.132 Total Loss: 835.511 24%|##4 | 61/250 [00:36<02:05, 1.50it/s] CLIP Loss: 835.561 Range Loss: 0.000 TV Loss: 0.150 Total Loss: 835.711 25%|##4 | 62/250 [00:36<01:58, 1.58it/s] CLIP Loss: 834.480 Range Loss: 0.000 TV Loss: 0.142 Total Loss: 834.623 25%|##5 | 63/250 [00:37<01:54, 1.63it/s] CLIP Loss: 832.550 Range Loss: 0.000 TV Loss: 0.145 Total Loss: 832.695 26%|##5 | 64/250 [00:37<01:51, 1.68it/s] CLIP Loss: 836.936 Range Loss: 0.001 TV Loss: 0.136 Total Loss: 837.073 26%|##6 | 65/250 [00:38<01:49, 1.70it/s] CLIP Loss: 829.545 Range Loss: 0.001 TV Loss: 0.142 Total Loss: 829.688 26%|##6 | 66/250 [00:39<02:04, 1.48it/s] CLIP Loss: 830.529 Range Loss: 0.002 TV Loss: 0.148 Total Loss: 830.678 27%|##6 | 67/250 [00:39<01:57, 1.56it/s] CLIP Loss: 832.900 Range Loss: 0.001 TV Loss: 0.148 Total Loss: 833.050 27%|##7 | 68/250 [00:40<01:53, 1.61it/s] CLIP Loss: 827.306 Range Loss: 0.001 TV Loss: 0.146 Total Loss: 827.453 28%|##7 | 69/250 [00:41<01:49, 1.65it/s] CLIP Loss: 826.535 Range Loss: 0.001 TV Loss: 0.163 Total Loss: 826.699 28%|##8 | 70/250 [00:41<01:46, 1.69it/s] CLIP Loss: 829.158 Range Loss: 0.001 TV Loss: 0.142 Total Loss: 829.300 28%|##8 | 71/250 [00:42<02:01, 1.48it/s] CLIP Loss: 826.863 Range Loss: 0.001 TV Loss: 0.133 Total Loss: 826.997 29%|##8 | 72/250 [00:43<01:53, 1.56it/s] CLIP Loss: 828.274 Range Loss: 0.000 TV Loss: 0.138 Total Loss: 828.412 29%|##9 | 73/250 [00:43<01:49, 1.62it/s] CLIP Loss: 826.389 Range Loss: 0.000 TV Loss: 0.132 Total Loss: 826.521 30%|##9 | 74/250 [00:44<01:46, 1.65it/s] CLIP Loss: 822.140 Range Loss: 0.000 TV Loss: 0.134 Total Loss: 822.274 30%|### | 75/250 [00:44<01:43, 1.69it/s] CLIP Loss: 827.479 Range Loss: 0.000 TV Loss: 0.147 Total Loss: 827.626 30%|### | 76/250 [00:45<01:58, 1.47it/s] CLIP Loss: 826.209 Range Loss: 0.000 TV Loss: 0.154 Total Loss: 826.363 31%|### | 77/250 [00:46<01:51, 1.56it/s] CLIP Loss: 819.840 Range Loss: 0.000 TV Loss: 0.152 Total Loss: 819.992 31%|###1 | 78/250 [00:46<01:46, 1.62it/s] CLIP Loss: 819.995 Range Loss: 0.000 TV Loss: 0.144 Total Loss: 820.139 32%|###1 | 79/250 [00:47<01:43, 1.65it/s] CLIP Loss: 821.726 Range Loss: 0.001 TV Loss: 0.147 Total Loss: 821.874 32%|###2 | 80/250 [00:47<01:41, 1.68it/s] CLIP Loss: 828.468 Range Loss: 0.001 TV Loss: 0.172 Total Loss: 828.640 32%|###2 | 81/250 [00:48<01:57, 1.44it/s] CLIP Loss: 817.063 Range Loss: 0.000 TV Loss: 0.169 Total Loss: 817.232 33%|###2 | 82/250 [00:49<01:49, 1.53it/s] CLIP Loss: 818.560 Range Loss: 0.000 TV Loss: 0.159 Total Loss: 818.719 33%|###3 | 83/250 [00:50<01:45, 1.58it/s] CLIP Loss: 818.492 Range Loss: 0.000 TV Loss: 0.166 Total Loss: 818.658 34%|###3 | 84/250 [00:50<01:42, 1.62it/s] CLIP Loss: 815.132 Range Loss: 0.000 TV Loss: 0.193 Total Loss: 815.326 34%|###4 | 85/250 [00:51<01:40, 1.65it/s] CLIP Loss: 812.011 Range Loss: 0.000 TV Loss: 0.219 Total Loss: 812.230 34%|###4 | 86/250 [00:52<01:56, 1.41it/s] CLIP Loss: 813.115 Range Loss: 0.001 TV Loss: 0.203 Total Loss: 813.318 35%|###4 | 87/250 [00:52<01:48, 1.50it/s] CLIP Loss: 806.500 Range Loss: 0.000 TV Loss: 0.200 Total Loss: 806.699 35%|###5 | 88/250 [00:53<01:43, 1.56it/s] CLIP Loss: 808.738 Range Loss: 0.000 TV Loss: 0.213 Total Loss: 808.951 36%|###5 | 89/250 [00:53<01:39, 1.61it/s] CLIP Loss: 808.836 Range Loss: 0.000 TV Loss: 0.255 Total Loss: 809.091 36%|###6 | 90/250 [00:54<01:37, 1.63it/s] CLIP Loss: 805.731 Range Loss: 0.000 TV Loss: 0.316 Total Loss: 806.047 36%|###6 | 91/250 [00:55<01:50, 1.44it/s] CLIP Loss: 803.805 Range Loss: 0.000 TV Loss: 0.283 Total Loss: 804.088 37%|###6 | 92/250 [00:55<01:43, 1.53it/s] CLIP Loss: 805.794 Range Loss: 0.000 TV Loss: 0.267 Total Loss: 806.060 37%|###7 | 93/250 [00:56<01:39, 1.58it/s] CLIP Loss: 807.086 Range Loss: 0.000 TV Loss: 0.281 Total Loss: 807.367 38%|###7 | 94/250 [00:57<01:36, 1.62it/s] CLIP Loss: 804.942 Range Loss: 0.000 TV Loss: 0.335 Total Loss: 805.277 38%|###8 | 95/250 [00:57<01:34, 1.65it/s] CLIP Loss: 804.581 Range Loss: 0.000 TV Loss: 0.336 Total Loss: 804.917 38%|###8 | 96/250 [00:58<01:46, 1.45it/s] CLIP Loss: 808.094 Range Loss: 0.000 TV Loss: 0.340 Total Loss: 808.435 39%|###8 | 97/250 [00:59<01:39, 1.53it/s] CLIP Loss: 802.934 Range Loss: 0.000 TV Loss: 0.434 Total Loss: 803.368 39%|###9 | 98/250 [00:59<01:35, 1.58it/s] CLIP Loss: 802.898 Range Loss: 0.000 TV Loss: 0.396 Total Loss: 803.294 40%|###9 | 99/250 [01:00<01:32, 1.63it/s] CLIP Loss: 802.802 Range Loss: 0.000 TV Loss: 0.428 Total Loss: 803.230 40%|#### | 100/250 [01:00<01:31, 1.65it/s] CLIP Loss: 803.750 Range Loss: 0.000 TV Loss: 0.495 Total Loss: 804.245 40%|#### | 101/250 [01:01<01:42, 1.45it/s] CLIP Loss: 804.939 Range Loss: 0.000 TV Loss: 0.497 Total Loss: 805.436 41%|#### | 102/250 [01:02<01:36, 1.53it/s] CLIP Loss: 804.440 Range Loss: 0.000 TV Loss: 0.541 Total Loss: 804.980 41%|####1 | 103/250 [01:02<01:33, 1.58it/s] CLIP Loss: 806.326 Range Loss: 0.000 TV Loss: 0.529 Total Loss: 806.855 42%|####1 | 104/250 [01:03<01:29, 1.62it/s] CLIP Loss: 807.217 Range Loss: 0.000 TV Loss: 0.573 Total Loss: 807.791 42%|####2 | 105/250 [01:04<01:28, 1.64it/s] CLIP Loss: 804.583 Range Loss: 0.000 TV Loss: 0.628 Total Loss: 805.211 42%|####2 | 106/250 [01:04<01:39, 1.45it/s] CLIP Loss: 807.296 Range Loss: 0.000 TV Loss: 0.667 Total Loss: 807.964 43%|####2 | 107/250 [01:05<01:33, 1.53it/s] CLIP Loss: 804.602 Range Loss: 0.000 TV Loss: 0.686 Total Loss: 805.288 43%|####3 | 108/250 [01:06<01:29, 1.58it/s] CLIP Loss: 805.904 Range Loss: 0.000 TV Loss: 0.679 Total Loss: 806.583 44%|####3 | 109/250 [01:06<01:27, 1.61it/s] CLIP Loss: 809.449 Range Loss: 0.000 TV Loss: 0.765 Total Loss: 810.214 44%|####4 | 110/250 [01:07<01:25, 1.63it/s] CLIP Loss: 811.036 Range Loss: 0.000 TV Loss: 0.842 Total Loss: 811.878 44%|####4 | 111/250 [01:08<01:36, 1.44it/s] CLIP Loss: 809.122 Range Loss: 0.000 TV Loss: 0.849 Total Loss: 809.971 45%|####4 | 112/250 [01:08<01:30, 1.52it/s] CLIP Loss: 809.128 Range Loss: 0.000 TV Loss: 0.901 Total Loss: 810.029 45%|####5 | 113/250 [01:09<01:27, 1.56it/s] CLIP Loss: 807.693 Range Loss: 0.000 TV Loss: 0.904 Total Loss: 808.597 46%|####5 | 114/250 [01:09<01:25, 1.60it/s] CLIP Loss: 807.131 Range Loss: 0.000 TV Loss: 0.955 Total Loss: 808.087 46%|####6 | 115/250 [01:10<01:23, 1.62it/s] CLIP Loss: 808.367 Range Loss: 0.000 TV Loss: 1.002 Total Loss: 809.369 46%|####6 | 116/250 [01:11<01:34, 1.43it/s] CLIP Loss: 808.084 Range Loss: 0.000 TV Loss: 1.057 Total Loss: 809.140 47%|####6 | 117/250 [01:11<01:28, 1.50it/s] CLIP Loss: 809.669 Range Loss: 0.000 TV Loss: 1.124 Total Loss: 810.793 47%|####7 | 118/250 [01:12<01:24, 1.55it/s] CLIP Loss: 806.019 Range Loss: 0.000 TV Loss: 1.156 Total Loss: 807.175 48%|####7 | 119/250 [01:13<01:22, 1.59it/s] CLIP Loss: 806.082 Range Loss: 0.000 TV Loss: 1.161 Total Loss: 807.243 48%|####8 | 120/250 [01:13<01:21, 1.60it/s] CLIP Loss: 804.764 Range Loss: 0.000 TV Loss: 1.231 Total Loss: 805.994 48%|####8 | 121/250 [01:14<01:29, 1.44it/s] CLIP Loss: 806.110 Range Loss: 0.000 TV Loss: 1.299 Total Loss: 807.409 49%|####8 | 122/250 [01:15<01:24, 1.51it/s] CLIP Loss: 804.700 Range Loss: 0.000 TV Loss: 1.314 Total Loss: 806.015 49%|####9 | 123/250 [01:15<01:21, 1.56it/s] Caught SIGTERM, exiting... CLIP Loss: 803.764 Range Loss: 0.000 TV Loss: 1.320 Total Loss: 805.085 50%|####9 | 124/250 [01:16<01:19, 1.59it/s] CLIP Loss: 804.257 Range Loss: 0.000 TV Loss: 1.453 Total Loss: 805.710 50%|##### | 125/250 [01:17<01:17, 1.62it/s] CLIP Loss: 803.427 Range Loss: 0.000 TV Loss: 1.567 Total Loss: 804.995 50%|##### | 126/250 [01:17<01:26, 1.44it/s] CLIP Loss: 804.445 Range Loss: 0.000 TV Loss: 1.686 Total Loss: 806.131 51%|##### | 127/250 [01:18<01:21, 1.51it/s] CLIP Loss: 803.694 Range Loss: 0.000 TV Loss: 1.799 Total Loss: 805.493 51%|#####1 | 128/250 [01:19<01:19, 1.54it/s] CLIP Loss: 804.050 Range Loss: 0.000 TV Loss: 1.967 Total Loss: 806.017 52%|#####1 | 129/250 [01:19<01:16, 1.57it/s] CLIP Loss: 805.083 Range Loss: 0.000 TV Loss: 2.067 Total Loss: 807.150 52%|#####2 | 130/250 [01:20<01:14, 1.60it/s] CLIP Loss: 804.443 Range Loss: 0.000 TV Loss: 2.203 Total Loss: 806.647 52%|#####2 | 131/250 [01:21<01:23, 1.43it/s] CLIP Loss: 804.015 Range Loss: 0.000 TV Loss: 2.286 Total Loss: 806.301 53%|#####2 | 132/250 [01:21<01:18, 1.50it/s] CLIP Loss: 805.158 Range Loss: 0.000 TV Loss: 2.427 Total Loss: 807.585 53%|#####3 | 133/250 [01:22<01:15, 1.55it/s] CLIP Loss: 804.230 Range Loss: 0.000 TV Loss: 2.549 Total Loss: 806.780 54%|#####3 | 134/250 [01:22<01:13, 1.58it/s] CLIP Loss: 803.757 Range Loss: 0.000 TV Loss: 2.727 Total Loss: 806.485 54%|#####4 | 135/250 [01:23<01:11, 1.60it/s] CLIP Loss: 805.918 Range Loss: 0.000 TV Loss: 2.886 Total Loss: 808.804 54%|#####4 | 136/250 [01:24<01:18, 1.45it/s] CLIP Loss: 804.151 Range Loss: 0.000 TV Loss: 3.077 Total Loss: 807.228 55%|#####4 | 137/250 [01:25<01:14, 1.51it/s] CLIP Loss: 804.522 Range Loss: 0.000 TV Loss: 3.309 Total Loss: 807.831 55%|#####5 | 138/250 [01:25<01:11, 1.57it/s] CLIP Loss: 805.441 Range Loss: 0.000 TV Loss: 3.468 Total Loss: 808.909 56%|#####5 | 139/250 [01:26<01:09, 1.60it/s] CLIP Loss: 805.372 Range Loss: 0.000 TV Loss: 3.694 Total Loss: 809.066 56%|#####6 | 140/250 [01:26<01:07, 1.62it/s] CLIP Loss: 804.783 Range Loss: 0.000 TV Loss: 3.870 Total Loss: 808.653 56%|#####6 | 141/250 [01:27<01:14, 1.45it/s] CLIP Loss: 805.625 Range Loss: 0.000 TV Loss: 4.086 Total Loss: 809.711 57%|#####6 | 142/250 [01:28<01:10, 1.53it/s] CLIP Loss: 805.635 Range Loss: 0.000 TV Loss: 4.350 Total Loss: 809.985 57%|#####7 | 143/250 [01:28<01:07, 1.57it/s] CLIP Loss: 803.208 Range Loss: 0.000 TV Loss: 4.539 Total Loss: 807.747 58%|#####7 | 144/250 [01:29<01:05, 1.61it/s] CLIP Loss: 805.088 Range Loss: 0.000 TV Loss: 4.705 Total Loss: 809.793 58%|#####8 | 145/250 [01:29<01:04, 1.64it/s] CLIP Loss: 803.324 Range Loss: 0.000 TV Loss: 4.909 Total Loss: 808.233 58%|#####8 | 146/250 [01:30<01:11, 1.46it/s] CLIP Loss: 805.600 Range Loss: 0.000 TV Loss: 5.159 Total Loss: 810.759 59%|#####8 | 147/250 [01:31<01:07, 1.53it/s] CLIP Loss: 804.506 Range Loss: 0.000 TV Loss: 5.521 Total Loss: 810.027 59%|#####9 | 148/250 [01:32<01:04, 1.58it/s] CLIP Loss: 804.775 Range Loss: 0.000 TV Loss: 5.812 Total Loss: 810.587 60%|#####9 | 149/250 [01:32<01:02, 1.62it/s] CLIP Loss: 804.048 Range Loss: 0.000 TV Loss: 6.116 Total Loss: 810.164 60%|###### | 150/250 [01:33<01:00, 1.64it/s] CLIP Loss: 804.055 Range Loss: 0.000 TV Loss: 6.443 Total Loss: 810.499 60%|###### | 151/250 [01:34<01:07, 1.48it/s] CLIP Loss: 802.804 Range Loss: 0.000 TV Loss: 6.779 Total Loss: 809.583 61%|###### | 152/250 [01:34<01:03, 1.55it/s] CLIP Loss: 804.188 Range Loss: 0.000 TV Loss: 7.134 Total Loss: 811.322 61%|######1 | 153/250 [01:35<01:00, 1.60it/s] CLIP Loss: 801.350 Range Loss: 0.000 TV Loss: 7.491 Total Loss: 808.841 62%|######1 | 154/250 [01:35<00:58, 1.63it/s] CLIP Loss: 801.515 Range Loss: 0.000 TV Loss: 7.825 Total Loss: 809.340 62%|######2 | 155/250 [01:36<00:57, 1.66it/s] CLIP Loss: 799.559 Range Loss: 0.000 TV Loss: 8.230 Total Loss: 807.789 62%|######2 | 156/250 [01:37<01:03, 1.47it/s] CLIP Loss: 798.903 Range Loss: 0.000 TV Loss: 8.622 Total Loss: 807.525 63%|######2 | 157/250 [01:37<01:00, 1.53it/s] CLIP Loss: 796.797 Range Loss: 0.000 TV Loss: 9.090 Total Loss: 805.887 63%|######3 | 158/250 [01:38<00:57, 1.59it/s] CLIP Loss: 800.048 Range Loss: 0.000 TV Loss: 9.487 Total Loss: 809.535 64%|######3 | 159/250 [01:38<00:56, 1.62it/s] CLIP Loss: 799.477 Range Loss: 0.000 TV Loss: 9.981 Total Loss: 809.457 64%|######4 | 160/250 [01:39<00:54, 1.66it/s] CLIP Loss: 798.206 Range Loss: 0.000 TV Loss: 10.493 Total Loss: 808.700 64%|######4 | 161/250 [01:40<00:59, 1.49it/s] CLIP Loss: 799.539 Range Loss: 0.000 TV Loss: 11.039 Total Loss: 810.579 65%|######4 | 162/250 [01:40<00:56, 1.56it/s] CLIP Loss: 798.715 Range Loss: 0.000 TV Loss: 11.563 Total Loss: 810.278 65%|######5 | 163/250 [01:41<00:54, 1.61it/s] CLIP Loss: 799.018 Range Loss: 0.000 TV Loss: 12.085 Total Loss: 811.104 66%|######5 | 164/250 [01:42<00:52, 1.65it/s] CLIP Loss: 798.727 Range Loss: 0.000 TV Loss: 12.704 Total Loss: 811.431 66%|######6 | 165/250 [01:42<00:50, 1.67it/s] CLIP Loss: 800.462 Range Loss: 0.000 TV Loss: 13.401 Total Loss: 813.863 66%|######6 | 166/250 [01:43<00:56, 1.50it/s] CLIP Loss: 798.750 Range Loss: 0.000 TV Loss: 13.970 Total Loss: 812.720 67%|######6 | 167/250 [01:44<00:53, 1.56it/s] CLIP Loss: 802.446 Range Loss: 0.000 TV Loss: 14.588 Total Loss: 817.035 67%|######7 | 168/250 [01:44<00:50, 1.61it/s] CLIP Loss: 801.622 Range Loss: 0.000 TV Loss: 15.192 Total Loss: 816.815 68%|######7 | 169/250 [01:45<00:49, 1.63it/s] CLIP Loss: 801.701 Range Loss: 0.000 TV Loss: 15.824 Total Loss: 817.525 68%|######8 | 170/250 [01:45<00:48, 1.66it/s] CLIP Loss: 801.354 Range Loss: 0.000 TV Loss: 16.560 Total Loss: 817.914 68%|######8 | 171/250 [01:46<00:53, 1.49it/s] CLIP Loss: 800.672 Range Loss: 0.000 TV Loss: 17.352 Total Loss: 818.024 69%|######8 | 172/250 [01:47<00:49, 1.56it/s] CLIP Loss: 799.857 Range Loss: 0.000 TV Loss: 18.044 Total Loss: 817.901 69%|######9 | 173/250 [01:47<00:47, 1.61it/s] CLIP Loss: 797.666 Range Loss: 0.000 TV Loss: 18.674 Total Loss: 816.340 70%|######9 | 174/250 [01:48<00:46, 1.64it/s] CLIP Loss: 797.411 Range Loss: 0.000 TV Loss: 19.498 Total Loss: 816.909 70%|####### | 175/250 [01:48<00:44, 1.67it/s] CLIP Loss: 799.857 Range Loss: 0.000 TV Loss: 20.142 Total Loss: 819.999 70%|####### | 176/250 [01:49<00:49, 1.50it/s] CLIP Loss: 797.295 Range Loss: 0.000 TV Loss: 20.900 Total Loss: 818.194 71%|####### | 177/250 [01:50<00:46, 1.58it/s] CLIP Loss: 799.513 Range Loss: 0.000 TV Loss: 21.770 Total Loss: 821.283 71%|#######1 | 178/250 [01:50<00:44, 1.62it/s] CLIP Loss: 798.722 Range Loss: 0.000 TV Loss: 22.457 Total Loss: 821.180 72%|#######1 | 179/250 [01:51<00:42, 1.66it/s] CLIP Loss: 799.228 Range Loss: 0.000 TV Loss: 23.191 Total Loss: 822.420 72%|#######2 | 180/250 [01:52<00:41, 1.67it/s] CLIP Loss: 800.448 Range Loss: 0.000 TV Loss: 24.048 Total Loss: 824.496 72%|#######2 | 181/250 [01:52<00:45, 1.51it/s] CLIP Loss: 797.819 Range Loss: 0.000 TV Loss: 24.842 Total Loss: 822.662 73%|#######2 | 182/250 [01:53<00:43, 1.57it/s] CLIP Loss: 796.653 Range Loss: 0.000 TV Loss: 25.671 Total Loss: 822.324 73%|#######3 | 183/250 [01:54<00:41, 1.61it/s] CLIP Loss: 799.448 Range Loss: 0.000 TV Loss: 26.408 Total Loss: 825.855 74%|#######3 | 184/250 [01:54<00:40, 1.65it/s] CLIP Loss: 798.810 Range Loss: 0.000 TV Loss: 27.082 Total Loss: 825.892 74%|#######4 | 185/250 [01:55<00:38, 1.68it/s] CLIP Loss: 797.636 Range Loss: 0.000 TV Loss: 27.854 Total Loss: 825.490 74%|#######4 | 186/250 [01:55<00:42, 1.51it/s] CLIP Loss: 798.201 Range Loss: 0.000 TV Loss: 28.778 Total Loss: 826.978 75%|#######4 | 187/250 [01:56<00:39, 1.59it/s] CLIP Loss: 800.737 Range Loss: 0.000 TV Loss: 29.470 Total Loss: 830.208 75%|#######5 | 188/250 [01:57<00:38, 1.63it/s] CLIP Loss: 799.096 Range Loss: 0.000 TV Loss: 30.265 Total Loss: 829.361 76%|#######5 | 189/250 [01:57<00:36, 1.66it/s] CLIP Loss: 798.873 Range Loss: 0.000 TV Loss: 31.035 Total Loss: 829.908 76%|#######6 | 190/250 [01:58<00:35, 1.69it/s] CLIP Loss: 799.709 Range Loss: 0.000 TV Loss: 31.712 Total Loss: 831.422 76%|#######6 | 191/250 [01:59<00:39, 1.49it/s] CLIP Loss: 800.885 Range Loss: 0.000 TV Loss: 32.555 Total Loss: 833.441 77%|#######6 | 192/250 [01:59<00:36, 1.57it/s] CLIP Loss: 799.461 Range Loss: 0.000 TV Loss: 33.285 Total Loss: 832.746 77%|#######7 | 193/250 [02:00<00:35, 1.62it/s] CLIP Loss: 799.191 Range Loss: 0.000 TV Loss: 34.011 Total Loss: 833.201 78%|#######7 | 194/250 [02:00<00:33, 1.66it/s] CLIP Loss: 798.011 Range Loss: 0.000 TV Loss: 34.641 Total Loss: 832.652 78%|#######8 | 195/250 [02:01<00:32, 1.68it/s] CLIP Loss: 801.367 Range Loss: 0.000 TV Loss: 35.312 Total Loss: 836.679 78%|#######8 | 196/250 [02:02<00:35, 1.52it/s] CLIP Loss: 801.285 Range Loss: 0.000 TV Loss: 35.996 Total Loss: 837.281 79%|#######8 | 197/250 [02:02<00:33, 1.59it/s] CLIP Loss: 801.489 Range Loss: 0.000 TV Loss: 36.657 Total Loss: 838.146 79%|#######9 | 198/250 [02:03<00:31, 1.63it/s] CLIP Loss: 802.255 Range Loss: 0.000 TV Loss: 37.274 Total Loss: 839.530 80%|#######9 | 199/250 [02:03<00:31, 1.63it/s] CLIP Loss: 800.942 Range Loss: 0.000 TV Loss: 37.681 Total Loss: 838.622 80%|######## | 200/250 [02:04<00:29, 1.67it/s] CLIP Loss: 800.990 Range Loss: 0.000 TV Loss: 38.053 Total Loss: 839.044 80%|######## | 201/250 [02:05<00:32, 1.52it/s] CLIP Loss: 801.978 Range Loss: 0.000 TV Loss: 38.494 Total Loss: 840.472 81%|######## | 202/250 [02:05<00:30, 1.59it/s] CLIP Loss: 801.800 Range Loss: 0.000 TV Loss: 38.887 Total Loss: 840.687 81%|########1 | 203/250 [02:06<00:28, 1.63it/s] CLIP Loss: 801.424 Range Loss: 0.000 TV Loss: 39.194 Total Loss: 840.618 82%|########1 | 204/250 [02:07<00:27, 1.66it/s] CLIP Loss: 800.183 Range Loss: 0.000 TV Loss: 39.393 Total Loss: 839.576 82%|########2 | 205/250 [02:07<00:26, 1.68it/s] CLIP Loss: 800.563 Range Loss: 0.000 TV Loss: 39.604 Total Loss: 840.167 82%|########2 | 206/250 [02:08<00:28, 1.53it/s] CLIP Loss: 800.493 Range Loss: 0.000 TV Loss: 39.637 Total Loss: 840.130 83%|########2 | 207/250 [02:08<00:26, 1.59it/s] CLIP Loss: 801.523 Range Loss: 0.000 TV Loss: 39.653 Total Loss: 841.176 83%|########3 | 208/250 [02:09<00:25, 1.64it/s] CLIP Loss: 804.644 Range Loss: 0.000 TV Loss: 39.819 Total Loss: 844.463 84%|########3 | 209/250 [02:10<00:24, 1.66it/s] CLIP Loss: 803.036 Range Loss: 0.000 TV Loss: 39.799 Total Loss: 842.834 84%|########4 | 210/250 [02:10<00:23, 1.68it/s] CLIP Loss: 801.301 Range Loss: 0.000 TV Loss: 39.815 Total Loss: 841.116 84%|########4 | 211/250 [02:11<00:25, 1.52it/s] CLIP Loss: 802.981 Range Loss: 0.000 TV Loss: 39.678 Total Loss: 842.659 85%|########4 | 212/250 [02:12<00:23, 1.59it/s] CLIP Loss: 800.325 Range Loss: 0.000 TV Loss: 39.436 Total Loss: 839.761 85%|########5 | 213/250 [02:12<00:22, 1.64it/s] CLIP Loss: 802.549 Range Loss: 0.000 TV Loss: 39.206 Total Loss: 841.755 86%|########5 | 214/250 [02:13<00:21, 1.67it/s] CLIP Loss: 801.248 Range Loss: 0.000 TV Loss: 38.981 Total Loss: 840.229 86%|########6 | 215/250 [02:13<00:20, 1.70it/s] CLIP Loss: 800.651 Range Loss: 0.000 TV Loss: 38.549 Total Loss: 839.200 86%|########6 | 216/250 [02:14<00:22, 1.53it/s] CLIP Loss: 801.474 Range Loss: 0.000 TV Loss: 38.094 Total Loss: 839.569 87%|########6 | 217/250 [02:15<00:20, 1.59it/s] CLIP Loss: 803.040 Range Loss: 0.000 TV Loss: 37.547 Total Loss: 840.587 87%|########7 | 218/250 [02:15<00:19, 1.63it/s] CLIP Loss: 803.379 Range Loss: 0.000 TV Loss: 36.864 Total Loss: 840.243 88%|########7 | 219/250 [02:16<00:18, 1.67it/s] CLIP Loss: 803.291 Range Loss: 0.000 TV Loss: 36.232 Total Loss: 839.523 88%|########8 | 220/250 [02:16<00:17, 1.69it/s] CLIP Loss: 804.929 Range Loss: 0.000 TV Loss: 35.544 Total Loss: 840.472 88%|########8 | 221/250 [02:17<00:18, 1.53it/s] CLIP Loss: 801.005 Range Loss: 0.000 TV Loss: 34.702 Total Loss: 835.707 89%|########8 | 222/250 [02:18<00:17, 1.60it/s] CLIP Loss: 803.860 Range Loss: 0.000 TV Loss: 33.865 Total Loss: 837.724 89%|########9 | 223/250 [02:18<00:16, 1.64it/s] CLIP Loss: 801.048 Range Loss: 0.000 TV Loss: 32.949 Total Loss: 833.997 90%|########9 | 224/250 [02:19<00:15, 1.68it/s] CLIP Loss: 802.443 Range Loss: 0.000 TV Loss: 31.955 Total Loss: 834.398 90%|######### | 225/250 [02:19<00:14, 1.70it/s] CLIP Loss: 802.495 Range Loss: 0.000 TV Loss: 30.896 Total Loss: 833.392 90%|######### | 226/250 [02:20<00:15, 1.53it/s] CLIP Loss: 802.404 Range Loss: 0.000 TV Loss: 29.755 Total Loss: 832.158 91%|######### | 227/250 [02:21<00:14, 1.60it/s] CLIP Loss: 801.823 Range Loss: 0.000 TV Loss: 28.613 Total Loss: 830.435 91%|#########1| 228/250 [02:21<00:13, 1.64it/s] CLIP Loss: 802.699 Range Loss: 0.000 TV Loss: 27.385 Total Loss: 830.084 92%|#########1| 229/250 [02:22<00:12, 1.67it/s] CLIP Loss: 801.764 Range Loss: 0.000 TV Loss: 26.033 Total Loss: 827.798 92%|#########2| 230/250 [02:22<00:11, 1.69it/s] CLIP Loss: 802.623 Range Loss: 0.000 TV Loss: 24.752 Total Loss: 827.375 92%|#########2| 231/250 [02:23<00:12, 1.52it/s] CLIP Loss: 802.026 Range Loss: 0.000 TV Loss: 23.433 Total Loss: 825.459 93%|#########2| 232/250 [02:24<00:11, 1.59it/s] CLIP Loss: 802.308 Range Loss: 0.000 TV Loss: 22.088 Total Loss: 824.396 93%|#########3| 233/250 [02:24<00:10, 1.62it/s] CLIP Loss: 801.629 Range Loss: 0.000 TV Loss: 20.718 Total Loss: 822.346 94%|#########3| 234/250 [02:25<00:09, 1.65it/s] CLIP Loss: 803.723 Range Loss: 0.000 TV Loss: 19.314 Total Loss: 823.037 94%|#########3| 235/250 [02:26<00:08, 1.68it/s] CLIP Loss: 804.104 Range Loss: 0.000 TV Loss: 17.924 Total Loss: 822.028 94%|#########4| 236/250 [02:26<00:09, 1.52it/s] CLIP Loss: 804.548 Range Loss: 0.000 TV Loss: 16.509 Total Loss: 821.057 95%|#########4| 237/250 [02:27<00:08, 1.59it/s] CLIP Loss: 803.680 Range Loss: 0.000 TV Loss: 15.124 Total Loss: 818.803 95%|#########5| 238/250 [02:28<00:07, 1.63it/s] CLIP Loss: 805.213 Range Loss: 0.000 TV Loss: 13.757 Total Loss: 818.970 96%|#########5| 239/250 [02:28<00:06, 1.66it/s] CLIP Loss: 804.434 Range Loss: 0.000 TV Loss: 12.438 Total Loss: 816.872 96%|#########6| 240/250 [02:29<00:05, 1.68it/s] CLIP Loss: 804.841 Range Loss: 0.000 TV Loss: 11.160 Total Loss: 816.001 96%|#########6| 241/250 [02:29<00:05, 1.53it/s] CLIP Loss: 805.996 Range Loss: 0.000 TV Loss: 9.932 Total Loss: 815.928 97%|#########6| 242/250 [02:30<00:05, 1.60it/s] CLIP Loss: 804.390 Range Loss: 0.000 TV Loss: 8.785 Total Loss: 813.175 97%|#########7| 243/250 [02:31<00:04, 1.63it/s] CLIP Loss: 807.349 Range Loss: 0.000 TV Loss: 7.679 Total Loss: 815.028 98%|#########7| 244/250 [02:31<00:03, 1.66it/s] CLIP Loss: 805.621 Range Loss: 0.000 TV Loss: 6.698 Total Loss: 812.319 98%|#########8| 245/250 [02:32<00:02, 1.69it/s] CLIP Loss: 806.199 Range Loss: 0.000 TV Loss: 5.771 Total Loss: 811.970 98%|#########8| 246/250 [02:33<00:02, 1.54it/s] CLIP Loss: 806.776 Range Loss: 0.000 TV Loss: 4.975 Total Loss: 811.751 99%|#########8| 247/250 [02:33<00:01, 1.61it/s] CLIP Loss: 806.368 Range Loss: 0.000 TV Loss: 4.308 Total Loss: 810.677 99%|#########9| 248/250 [02:34<00:01, 1.64it/s] CLIP Loss: 807.707 Range Loss: 0.000 TV Loss: 3.784 Total Loss: 811.491 100%|#########9| 249/250 [02:34<00:00, 1.67it/s] CLIP Loss: 809.060 Range Loss: 0.000 TV Loss: 3.388 Total Loss: 812.447 100%|##########| 250/250 [02:35<00:00, 1.52it/s] 100%|##########| 250/250 [02:35<00:00, 1.61it/s]
Prediction
afiaka87/clip-guided-diffusion:a9650e4bInput
- seed
- "0"
- prompt
- metallic cube hovering above water
- respace
- 250
- tv_scale
- "150.0"
- sat_scale
- "0.0"
- range_scale
- "50.0"
- use_magnitude
- use_augmentations
- clip_guidance_scale
- "1000"
{ "seed": "0", "prompt": "metallic cube hovering above water", "respace": "250", "tv_scale": "150.0", "sat_scale": "0.0", "range_scale": "50.0", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }
Install Replicate’s Node.js client library:npm install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", { input: { seed: "0", prompt: "metallic cube hovering above water", respace: "250", tv_scale: "150.0", sat_scale: "0.0", range_scale: "50.0", use_magnitude: false, use_augmentations: false, clip_guidance_scale: "1000" } } ); console.log(output);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Import the client:import replicate
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "afiaka87/clip-guided-diffusion:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", input={ "seed": "0", "prompt": "metallic cube hovering above water", "respace": "250", "tv_scale": "150.0", "sat_scale": "0.0", "range_scale": "50.0", "use_magnitude": False, "use_augmentations": False, "clip_guidance_scale": "1000" } ) # The afiaka87/clip-guided-diffusion model can stream output as it's running. # The predict method returns an iterator, and you can iterate over that output. for item in output: # https://replicate.com/afiaka87/clip-guided-diffusion/api#output-schema print(item)
To learn more, take a look at the guide on getting started with Python.
Set theREPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run afiaka87/clip-guided-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260", "input": { "seed": "0", "prompt": "metallic cube hovering above water", "respace": "250", "tv_scale": "150.0", "sat_scale": "0.0", "range_scale": "50.0", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:brew install cog
If you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260 \ -i 'seed="0"' \ -i 'prompt="metallic cube hovering above water"' \ -i 'respace="250"' \ -i 'tv_scale="150.0"' \ -i 'sat_scale="0.0"' \ -i 'range_scale="50.0"' \ -i 'use_magnitude=false' \ -i 'use_augmentations=false' \ -i 'clip_guidance_scale="1000"'
To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/afiaka87/clip-guided-diffusion@sha256:a9650e4b263abd9e00d3e45bd991b32e458ba7df1b6413e98b88562440200260
curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": "0", "prompt": "metallic cube hovering above water", "respace": "250", "tv_scale": "150.0", "sat_scale": "0.0", "range_scale": "50.0", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Output
{ "completed_at": "2021-11-02T06:33:39.657304Z", "created_at": "2021-11-02T06:31:04.379543Z", "data_removed": false, "error": null, "id": "jt4kb2zpbzgutlkeh4pzhcufme", "input": { "seed": "0", "prompt": "metallic cube hovering above water", "respace": "250", "tv_scale": "150.0", "sat_scale": "0.0", "range_scale": "50.0", "use_magnitude": false, "use_augmentations": false, "clip_guidance_scale": "1000" }, "logs": "Using device cuda\n--wandb_project not specified. Skipping W&B integration.\n\n 0%| | 0/250 [00:00<?, ?it/s]\nCLIP Loss: 922.103\tRange Loss: 0.000\tTV Loss: 8.079\tTotal Loss: 930.182\n\n 0%| | 0/250 [00:00<?, ?it/s]\n\n 0%| | 1/250 [00:00<02:39, 1.57it/s]\nCLIP Loss: 910.723\tRange Loss: 0.002\tTV Loss: 5.061\tTotal Loss: 915.786\n\n 1%| | 2/250 [00:01<02:22, 1.75it/s]\nCLIP Loss: 904.701\tRange Loss: 0.006\tTV Loss: 5.223\tTotal Loss: 909.930\n\n 1%|1 | 3/250 [00:01<02:17, 1.80it/s]\nCLIP Loss: 903.745\tRange Loss: 0.042\tTV Loss: 6.265\tTotal Loss: 910.052\n\n 2%|1 | 4/250 [00:02<02:13, 1.84it/s]\nCLIP Loss: 886.442\tRange Loss: 0.002\tTV Loss: 4.309\tTotal Loss: 890.754\n\n 2%|2 | 5/250 [00:02<02:11, 1.86it/s]\nCLIP Loss: 881.362\tRange Loss: 0.003\tTV Loss: 4.326\tTotal Loss: 885.691\n\n 2%|2 | 6/250 [00:03<02:25, 1.68it/s]\nCLIP Loss: 871.746\tRange Loss: 0.006\tTV Loss: 3.699\tTotal Loss: 875.451\n\n 3%|2 | 7/250 [00:03<02:20, 1.73it/s]\nCLIP Loss: 874.997\tRange Loss: 0.002\tTV Loss: 3.509\tTotal Loss: 878.507\n\n 3%|3 | 8/250 [00:04<02:15, 1.79it/s]\nCLIP Loss: 861.439\tRange Loss: 0.004\tTV Loss: 3.393\tTotal Loss: 864.836\n\n 4%|3 | 9/250 [00:05<02:12, 1.82it/s]\nCLIP Loss: 870.587\tRange Loss: 0.002\tTV Loss: 2.902\tTotal Loss: 873.490\n\n 4%|4 | 10/250 [00:05<02:10, 1.84it/s]\nCLIP Loss: 851.564\tRange Loss: 0.001\tTV Loss: 3.192\tTotal Loss: 854.756\n\n 4%|4 | 11/250 [00:06<02:23, 1.67it/s]\nCLIP Loss: 859.246\tRange Loss: 0.003\tTV Loss: 3.057\tTotal Loss: 862.306\n\n 5%|4 | 12/250 [00:06<02:16, 1.74it/s]\nCLIP Loss: 850.871\tRange Loss: 0.003\tTV Loss: 3.281\tTotal Loss: 854.156\n\n 5%|5 | 13/250 [00:07<02:13, 1.77it/s]\nCLIP Loss: 845.111\tRange Loss: 0.001\tTV Loss: 2.490\tTotal Loss: 847.602\n\n 6%|5 | 14/250 [00:07<02:11, 1.80it/s]\nCLIP Loss: 836.665\tRange Loss: 0.001\tTV Loss: 2.210\tTotal Loss: 838.876\n\n 6%|6 | 15/250 [00:08<02:08, 1.83it/s]\nCLIP Loss: 836.714\tRange Loss: 0.001\tTV Loss: 2.158\tTotal Loss: 838.873\n\n 6%|6 | 16/250 [00:09<02:20, 1.67it/s]\nCLIP Loss: 835.980\tRange Loss: 0.001\tTV Loss: 1.726\tTotal Loss: 837.706\n\n 7%|6 | 17/250 [00:09<02:15, 1.72it/s]\nCLIP Loss: 845.000\tRange Loss: 0.001\tTV Loss: 2.379\tTotal Loss: 847.381\n\n 7%|7 | 18/250 [00:10<02:11, 1.77it/s]\nCLIP Loss: 822.580\tRange Loss: 0.001\tTV Loss: 1.666\tTotal Loss: 824.248\n\n 8%|7 | 19/250 [00:10<02:07, 1.81it/s]\nCLIP Loss: 823.019\tRange Loss: 0.002\tTV Loss: 1.509\tTotal Loss: 824.530\n\n 8%|8 | 20/250 [00:11<02:05, 1.83it/s]\nCLIP Loss: 812.318\tRange Loss: 0.001\tTV Loss: 1.288\tTotal Loss: 813.607\n\n 8%|8 | 21/250 [00:11<02:17, 1.67it/s]\nCLIP Loss: 813.542\tRange Loss: 0.005\tTV Loss: 1.275\tTotal Loss: 814.822\n\n 9%|8 | 22/250 [00:12<02:11, 1.74it/s]\nCLIP Loss: 820.043\tRange Loss: 0.000\tTV Loss: 1.200\tTotal Loss: 821.243\n\n 9%|9 | 23/250 [00:13<02:08, 1.77it/s]\nCLIP Loss: 802.321\tRange Loss: 0.004\tTV Loss: 1.124\tTotal Loss: 803.450\n\n 10%|9 | 24/250 [00:13<02:05, 1.81it/s]\nCLIP Loss: 803.630\tRange Loss: 0.000\tTV Loss: 1.223\tTotal Loss: 804.853\n\n 10%|# | 25/250 [00:14<02:04, 1.81it/s]\nCLIP Loss: 798.530\tRange Loss: 0.000\tTV Loss: 0.967\tTotal Loss: 799.497\n\n 10%|# | 26/250 [00:14<02:13, 1.67it/s]\nCLIP Loss: 793.256\tRange Loss: 0.000\tTV Loss: 0.987\tTotal Loss: 794.244\n\n 11%|# | 27/250 [00:15<02:08, 1.74it/s]\nCLIP Loss: 793.444\tRange Loss: 0.000\tTV Loss: 0.727\tTotal Loss: 794.171\n\n 11%|#1 | 28/250 [00:15<02:05, 1.77it/s]\nCLIP Loss: 790.873\tRange Loss: 0.000\tTV Loss: 0.681\tTotal Loss: 791.554\n\n 12%|#1 | 29/250 [00:16<02:02, 1.80it/s]\nCLIP Loss: 788.600\tRange Loss: 0.000\tTV Loss: 0.644\tTotal Loss: 789.244\n\n 12%|#2 | 30/250 [00:16<02:00, 1.82it/s]\nCLIP Loss: 781.612\tRange Loss: 0.000\tTV Loss: 0.592\tTotal Loss: 782.204\n\n 12%|#2 | 31/250 [00:17<02:12, 1.65it/s]\nCLIP Loss: 791.584\tRange Loss: 0.000\tTV Loss: 0.528\tTotal Loss: 792.112\n\n 13%|#2 | 32/250 [00:18<02:07, 1.71it/s]\nCLIP Loss: 793.897\tRange Loss: 0.000\tTV Loss: 0.444\tTotal Loss: 794.342\n\n 13%|#3 | 33/250 [00:18<02:03, 1.76it/s]\nCLIP Loss: 772.153\tRange Loss: 0.000\tTV Loss: 0.429\tTotal Loss: 772.582\n\n 14%|#3 | 34/250 [00:19<02:00, 1.80it/s]\nCLIP Loss: 786.916\tRange Loss: 0.000\tTV Loss: 0.429\tTotal Loss: 787.345\n\n 14%|#4 | 35/250 [00:19<01:57, 1.82it/s]\nCLIP Loss: 777.487\tRange Loss: 0.000\tTV Loss: 0.465\tTotal Loss: 777.952\n\n 14%|#4 | 36/250 [00:20<02:07, 1.67it/s]\nCLIP Loss: 779.379\tRange Loss: 0.000\tTV Loss: 0.395\tTotal Loss: 779.774\n\n 15%|#4 | 37/250 [00:21<02:02, 1.74it/s]\nCLIP Loss: 783.559\tRange Loss: 0.000\tTV Loss: 0.335\tTotal Loss: 783.894\n\n 15%|#5 | 38/250 [00:21<01:59, 1.77it/s]\nCLIP Loss: 792.444\tRange Loss: 0.000\tTV Loss: 0.301\tTotal Loss: 792.744\n\n 16%|#5 | 39/250 [00:22<01:57, 1.80it/s]\nCLIP Loss: 775.368\tRange Loss: 0.000\tTV Loss: 0.298\tTotal Loss: 775.666\n\n 16%|#6 | 40/250 [00:22<01:55, 1.82it/s]\nCLIP Loss: 763.511\tRange Loss: 0.000\tTV Loss: 0.274\tTotal Loss: 763.785\n\n 16%|#6 | 41/250 [00:23<02:07, 1.64it/s]\nCLIP Loss: 762.476\tRange Loss: 0.000\tTV Loss: 0.243\tTotal Loss: 762.719\n\n 17%|#6 | 42/250 [00:23<02:01, 1.72it/s]\nCLIP Loss: 766.288\tRange Loss: 0.000\tTV Loss: 0.235\tTotal Loss: 766.523\n\n 17%|#7 | 43/250 [00:24<01:58, 1.75it/s]\nCLIP Loss: 779.867\tRange Loss: 0.000\tTV Loss: 0.207\tTotal Loss: 780.075\n\n 18%|#7 | 44/250 [00:25<01:56, 1.77it/s]\nCLIP Loss: 776.138\tRange Loss: 0.000\tTV Loss: 0.319\tTotal Loss: 776.457\n\n 18%|#8 | 45/250 [00:25<01:54, 1.80it/s]\nCLIP Loss: 788.498\tRange Loss: 0.000\tTV Loss: 0.184\tTotal Loss: 788.682\n\n 18%|#8 | 46/250 [00:26<02:09, 1.58it/s]\nCLIP Loss: 778.452\tRange Loss: 0.000\tTV Loss: 0.276\tTotal Loss: 778.727\n\n 19%|#8 | 47/250 [00:26<02:01, 1.66it/s]\nCLIP Loss: 788.846\tRange Loss: 0.000\tTV Loss: 0.165\tTotal Loss: 789.011\n\n 19%|#9 | 48/250 [00:27<01:58, 1.71it/s]\nCLIP Loss: 779.446\tRange Loss: 0.000\tTV Loss: 0.224\tTotal Loss: 779.670\n\n 20%|#9 | 49/250 [00:27<01:54, 1.75it/s]\nCLIP Loss: 787.757\tRange Loss: 0.000\tTV Loss: 0.160\tTotal Loss: 787.917\n\n 20%|## | 50/250 [00:28<01:51, 1.79it/s]\nCLIP Loss: 801.158\tRange Loss: 0.000\tTV Loss: 0.263\tTotal Loss: 801.420\n\n 20%|## | 51/250 [00:29<02:06, 1.58it/s]\nCLIP Loss: 784.200\tRange Loss: 0.000\tTV Loss: 0.135\tTotal Loss: 784.336\n\n 21%|## | 52/250 [00:29<02:00, 1.64it/s]\nCLIP Loss: 775.391\tRange Loss: 0.000\tTV Loss: 0.195\tTotal Loss: 775.586\n\n 21%|##1 | 53/250 [00:30<01:56, 1.69it/s]\nCLIP Loss: 785.258\tRange Loss: 0.000\tTV Loss: 0.129\tTotal Loss: 785.387\n\n 22%|##1 | 54/250 [00:30<01:53, 1.73it/s]\nCLIP Loss: 792.729\tRange Loss: 0.000\tTV Loss: 0.196\tTotal Loss: 792.924\n\n 22%|##2 | 55/250 [00:31<01:50, 1.76it/s]\nCLIP Loss: 790.784\tRange Loss: 0.000\tTV Loss: 0.122\tTotal Loss: 790.905\n\n 22%|##2 | 56/250 [00:32<02:05, 1.54it/s]\nCLIP Loss: 790.224\tRange Loss: 0.000\tTV Loss: 0.117\tTotal Loss: 790.341\n\n 23%|##2 | 57/250 [00:32<01:58, 1.63it/s]\nCLIP Loss: 783.482\tRange Loss: 0.000\tTV Loss: 0.099\tTotal Loss: 783.582\n\n 23%|##3 | 58/250 [00:33<01:53, 1.68it/s]\nCLIP Loss: 798.870\tRange Loss: 0.000\tTV Loss: 0.159\tTotal Loss: 799.029\n\n 24%|##3 | 59/250 [00:33<01:50, 1.73it/s]\nCLIP Loss: 809.179\tRange Loss: 0.000\tTV Loss: 0.082\tTotal Loss: 809.261\n\n 24%|##4 | 60/250 [00:34<01:47, 1.77it/s]\nCLIP Loss: 786.066\tRange Loss: 0.000\tTV Loss: 0.111\tTotal Loss: 786.177\n\n 24%|##4 | 61/250 [00:35<02:02, 1.54it/s]\nCLIP Loss: 798.102\tRange Loss: 0.000\tTV Loss: 0.185\tTotal Loss: 798.286\n\n 25%|##4 | 62/250 [00:35<01:55, 1.63it/s]\nCLIP Loss: 811.200\tRange Loss: 0.000\tTV Loss: 0.209\tTotal Loss: 811.409\n\n 25%|##5 | 63/250 [00:36<01:51, 1.68it/s]\nCLIP Loss: 806.224\tRange Loss: 0.000\tTV Loss: 0.193\tTotal Loss: 806.417\n\n 26%|##5 | 64/250 [00:36<01:47, 1.73it/s]\nCLIP Loss: 793.800\tRange Loss: 0.000\tTV Loss: 0.230\tTotal Loss: 794.030\n\n 26%|##6 | 65/250 [00:37<01:45, 1.75it/s]\nCLIP Loss: 782.792\tRange Loss: 0.000\tTV Loss: 0.287\tTotal Loss: 783.079\n\n 26%|##6 | 66/250 [00:38<01:59, 1.54it/s]\nCLIP Loss: 781.379\tRange Loss: 0.000\tTV Loss: 0.252\tTotal Loss: 781.631\n\n 27%|##6 | 67/250 [00:38<01:52, 1.63it/s]\nCLIP Loss: 774.588\tRange Loss: 0.000\tTV Loss: 0.201\tTotal Loss: 774.789\n\n 27%|##7 | 68/250 [00:39<01:47, 1.69it/s]\nCLIP Loss: 774.866\tRange Loss: 0.000\tTV Loss: 0.219\tTotal Loss: 775.084\n\n 28%|##7 | 69/250 [00:39<01:44, 1.73it/s]\nCLIP Loss: 773.334\tRange Loss: 0.000\tTV Loss: 0.235\tTotal Loss: 773.569\n\n 28%|##8 | 70/250 [00:40<01:42, 1.75it/s]\nCLIP Loss: 763.244\tRange Loss: 0.000\tTV Loss: 0.290\tTotal Loss: 763.534\n\n 28%|##8 | 71/250 [00:41<01:54, 1.56it/s]\nCLIP Loss: 760.725\tRange Loss: 0.001\tTV Loss: 0.216\tTotal Loss: 760.941\n\n 29%|##8 | 72/250 [00:41<01:48, 1.65it/s]\nCLIP Loss: 763.265\tRange Loss: 0.001\tTV Loss: 0.317\tTotal Loss: 763.583\n\n 29%|##9 | 73/250 [00:42<01:44, 1.70it/s]\nCLIP Loss: 761.148\tRange Loss: 0.002\tTV Loss: 0.272\tTotal Loss: 761.423\n\n 30%|##9 | 74/250 [00:42<01:40, 1.74it/s]\nCLIP Loss: 760.245\tRange Loss: 0.009\tTV Loss: 0.298\tTotal Loss: 760.552\n\n 30%|### | 75/250 [00:43<01:38, 1.78it/s]\nCLIP Loss: 753.029\tRange Loss: 0.017\tTV Loss: 0.278\tTotal Loss: 753.324\n\n 30%|### | 76/250 [00:44<01:50, 1.58it/s]\nCLIP Loss: 760.707\tRange Loss: 0.013\tTV Loss: 0.276\tTotal Loss: 760.995\n\n 31%|### | 77/250 [00:44<01:44, 1.66it/s]\nCLIP Loss: 788.993\tRange Loss: 0.021\tTV Loss: 0.250\tTotal Loss: 789.264\n\n 31%|###1 | 78/250 [00:45<01:40, 1.70it/s]\nCLIP Loss: 791.683\tRange Loss: 0.013\tTV Loss: 0.441\tTotal Loss: 792.137\n\n 32%|###1 | 79/250 [00:45<01:37, 1.75it/s]\nCLIP Loss: 772.022\tRange Loss: 0.017\tTV Loss: 0.350\tTotal Loss: 772.389\n\n 32%|###2 | 80/250 [00:46<01:35, 1.78it/s]\nCLIP Loss: 763.581\tRange Loss: 0.010\tTV Loss: 0.331\tTotal Loss: 763.921\n\n 32%|###2 | 81/250 [00:47<01:47, 1.58it/s]\nCLIP Loss: 754.517\tRange Loss: 0.010\tTV Loss: 0.331\tTotal Loss: 754.858\n\n 33%|###2 | 82/250 [00:47<01:41, 1.66it/s]\nCLIP Loss: 746.966\tRange Loss: 0.017\tTV Loss: 0.323\tTotal Loss: 747.307\n\n 33%|###3 | 83/250 [00:48<01:37, 1.71it/s]\nCLIP Loss: 748.893\tRange Loss: 0.009\tTV Loss: 0.263\tTotal Loss: 749.165\n\n 34%|###3 | 84/250 [00:48<01:35, 1.74it/s]\nCLIP Loss: 751.421\tRange Loss: 0.009\tTV Loss: 0.337\tTotal Loss: 751.767\n\n 34%|###4 | 85/250 [00:49<01:33, 1.76it/s]\nCLIP Loss: 750.358\tRange Loss: 0.020\tTV Loss: 0.355\tTotal Loss: 750.733\n\n 34%|###4 | 86/250 [00:50<01:44, 1.57it/s]\nCLIP Loss: 742.121\tRange Loss: 0.012\tTV Loss: 0.314\tTotal Loss: 742.448\n\n 35%|###4 | 87/250 [00:50<01:38, 1.65it/s]\nCLIP Loss: 744.384\tRange Loss: 0.016\tTV Loss: 0.324\tTotal Loss: 744.724\n\n 35%|###5 | 88/250 [00:51<01:35, 1.69it/s]\nCLIP Loss: 762.015\tRange Loss: 0.012\tTV Loss: 0.340\tTotal Loss: 762.366\n\n 36%|###5 | 89/250 [00:51<01:32, 1.74it/s]\nCLIP Loss: 736.487\tRange Loss: 0.013\tTV Loss: 0.341\tTotal Loss: 736.841\n\n 36%|###6 | 90/250 [00:52<01:30, 1.76it/s]\nCLIP Loss: 735.443\tRange Loss: 0.016\tTV Loss: 0.373\tTotal Loss: 735.833\n\n 36%|###6 | 91/250 [00:53<01:41, 1.57it/s]\nCLIP Loss: 722.483\tRange Loss: 0.017\tTV Loss: 0.322\tTotal Loss: 722.821\n\n 37%|###6 | 92/250 [00:53<01:35, 1.65it/s]\nCLIP Loss: 732.035\tRange Loss: 0.011\tTV Loss: 0.290\tTotal Loss: 732.335\n\n 37%|###7 | 93/250 [00:54<01:32, 1.70it/s]\nCLIP Loss: 771.205\tRange Loss: 0.031\tTV Loss: 0.350\tTotal Loss: 771.586\n\n 38%|###7 | 94/250 [00:54<01:29, 1.75it/s]\nCLIP Loss: 766.254\tRange Loss: 0.039\tTV Loss: 0.336\tTotal Loss: 766.630\n\n 38%|###8 | 95/250 [00:55<01:27, 1.78it/s]\nCLIP Loss: 748.158\tRange Loss: 0.048\tTV Loss: 0.444\tTotal Loss: 748.650\n\n 38%|###8 | 96/250 [00:56<01:37, 1.58it/s]\nCLIP Loss: 758.882\tRange Loss: 0.038\tTV Loss: 0.399\tTotal Loss: 759.319\n\n 39%|###8 | 97/250 [00:56<01:32, 1.65it/s]\nCLIP Loss: 738.693\tRange Loss: 0.043\tTV Loss: 0.407\tTotal Loss: 739.142\n\n 39%|###9 | 98/250 [00:57<01:29, 1.71it/s]\nCLIP Loss: 772.676\tRange Loss: 0.042\tTV Loss: 0.487\tTotal Loss: 773.204\n\n 40%|###9 | 99/250 [00:57<01:26, 1.75it/s]\nCLIP Loss: 737.594\tRange Loss: 0.034\tTV Loss: 0.517\tTotal Loss: 738.144\n\n 40%|#### | 100/250 [00:58<01:24, 1.78it/s]\nCLIP Loss: 733.944\tRange Loss: 0.033\tTV Loss: 0.587\tTotal Loss: 734.564\n\n 40%|#### | 101/250 [00:59<01:34, 1.58it/s]\nCLIP Loss: 720.845\tRange Loss: 0.028\tTV Loss: 0.638\tTotal Loss: 721.511\n\n 41%|#### | 102/250 [00:59<01:28, 1.67it/s]\nCLIP Loss: 739.768\tRange Loss: 0.031\tTV Loss: 0.841\tTotal Loss: 740.640\n\n 41%|####1 | 103/250 [01:00<01:26, 1.71it/s]\nCLIP Loss: 750.847\tRange Loss: 0.035\tTV Loss: 1.448\tTotal Loss: 752.331\n\n 42%|####1 | 104/250 [01:00<01:23, 1.75it/s]\nCLIP Loss: 727.480\tRange Loss: 0.034\tTV Loss: 1.445\tTotal Loss: 728.960\n\n 42%|####2 | 105/250 [01:01<01:21, 1.78it/s]\nCLIP Loss: 714.732\tRange Loss: 0.033\tTV Loss: 1.505\tTotal Loss: 716.270\n\n 42%|####2 | 106/250 [01:02<01:30, 1.58it/s]\nCLIP Loss: 709.268\tRange Loss: 0.031\tTV Loss: 1.672\tTotal Loss: 710.971\n\n 43%|####2 | 107/250 [01:02<01:26, 1.66it/s]\nCLIP Loss: 693.999\tRange Loss: 0.028\tTV Loss: 1.651\tTotal Loss: 695.677\n\n 43%|####3 | 108/250 [01:03<01:22, 1.71it/s]\nCLIP Loss: 687.605\tRange Loss: 0.020\tTV Loss: 1.649\tTotal Loss: 689.275\n\n 44%|####3 | 109/250 [01:03<01:20, 1.75it/s]\nCLIP Loss: 679.977\tRange Loss: 0.023\tTV Loss: 1.790\tTotal Loss: 681.790\n\n 44%|####4 | 110/250 [01:04<01:18, 1.78it/s]\nCLIP Loss: 680.299\tRange Loss: 0.026\tTV Loss: 1.858\tTotal Loss: 682.183\n\n 44%|####4 | 111/250 [01:05<01:28, 1.58it/s]\nCLIP Loss: 675.292\tRange Loss: 0.026\tTV Loss: 1.978\tTotal Loss: 677.296\n\n 45%|####4 | 112/250 [01:05<01:23, 1.66it/s]\nCLIP Loss: 672.942\tRange Loss: 0.029\tTV Loss: 2.021\tTotal Loss: 674.992\n\n 45%|####5 | 113/250 [01:06<01:20, 1.71it/s]\nCLIP Loss: 665.988\tRange Loss: 0.034\tTV Loss: 2.228\tTotal Loss: 668.250\n\n 46%|####5 | 114/250 [01:06<01:17, 1.75it/s]\nCLIP Loss: 659.410\tRange Loss: 0.032\tTV Loss: 2.351\tTotal Loss: 661.794\n\n 46%|####6 | 115/250 [01:07<01:16, 1.77it/s]\nCLIP Loss: 655.492\tRange Loss: 0.034\tTV Loss: 2.328\tTotal Loss: 657.855\n\n 46%|####6 | 116/250 [01:07<01:24, 1.59it/s]\nCLIP Loss: 649.510\tRange Loss: 0.036\tTV Loss: 2.303\tTotal Loss: 651.849\n\n 47%|####6 | 117/250 [01:08<01:19, 1.67it/s]\nCLIP Loss: 653.121\tRange Loss: 0.041\tTV Loss: 2.457\tTotal Loss: 655.619\n\n 47%|####7 | 118/250 [01:09<01:17, 1.71it/s]\nCLIP Loss: 653.362\tRange Loss: 0.043\tTV Loss: 2.545\tTotal Loss: 655.950\n\n 48%|####7 | 119/250 [01:09<01:15, 1.75it/s]\nCLIP Loss: 645.747\tRange Loss: 0.047\tTV Loss: 2.690\tTotal Loss: 648.484\n\n 48%|####8 | 120/250 [01:10<01:13, 1.78it/s]\nCLIP Loss: 649.729\tRange Loss: 0.048\tTV Loss: 2.754\tTotal Loss: 652.531\n\n 48%|####8 | 121/250 [01:10<01:20, 1.59it/s]\nCLIP Loss: 642.909\tRange Loss: 0.043\tTV Loss: 2.764\tTotal Loss: 645.716\n\n 49%|####8 | 122/250 [01:11<01:17, 1.66it/s]\nCLIP Loss: 643.981\tRange Loss: 0.049\tTV Loss: 2.817\tTotal Loss: 646.847\n\n 49%|####9 | 123/250 [01:11<01:14, 1.71it/s]\nCLIP Loss: 645.551\tRange Loss: 0.052\tTV Loss: 2.856\tTotal Loss: 648.459\n\n 50%|####9 | 124/250 [01:12<01:13, 1.73it/s]\nCLIP Loss: 638.906\tRange Loss: 0.048\tTV Loss: 2.968\tTotal Loss: 641.923\n\n 50%|##### | 125/250 [01:13<01:11, 1.76it/s]\nCLIP Loss: 641.203\tRange Loss: 0.044\tTV Loss: 3.109\tTotal Loss: 644.357\n\n 50%|##### | 126/250 [01:13<01:19, 1.57it/s]\nCLIP Loss: 641.850\tRange Loss: 0.042\tTV Loss: 3.376\tTotal Loss: 645.268\n\n 51%|##### | 127/250 [01:14<01:14, 1.65it/s]\nCLIP Loss: 638.065\tRange Loss: 0.041\tTV Loss: 3.458\tTotal Loss: 641.564\n\n 51%|#####1 | 128/250 [01:14<01:11, 1.70it/s]\nCLIP Loss: 636.203\tRange Loss: 0.042\tTV Loss: 3.624\tTotal Loss: 639.869\n\n 52%|#####1 | 129/250 [01:15<01:09, 1.74it/s]\nCLIP Loss: 640.000\tRange Loss: 0.042\tTV Loss: 3.817\tTotal Loss: 643.859\n\n 52%|#####2 | 130/250 [01:16<01:07, 1.78it/s]\nCLIP Loss: 645.812\tRange Loss: 0.043\tTV Loss: 4.038\tTotal Loss: 649.893\n\n 52%|#####2 | 131/250 [01:16<01:16, 1.56it/s]\nCLIP Loss: 648.624\tRange Loss: 0.043\tTV Loss: 4.140\tTotal Loss: 652.807\n\n 53%|#####2 | 132/250 [01:17<01:11, 1.64it/s]\nCLIP Loss: 646.961\tRange Loss: 0.041\tTV Loss: 4.300\tTotal Loss: 651.302\n\n 53%|#####3 | 133/250 [01:17<01:09, 1.69it/s]\nCLIP Loss: 644.640\tRange Loss: 0.037\tTV Loss: 4.504\tTotal Loss: 649.182\n\n 54%|#####3 | 134/250 [01:18<01:06, 1.73it/s]\nCLIP Loss: 646.840\tRange Loss: 0.035\tTV Loss: 4.779\tTotal Loss: 651.654\n\n 54%|#####4 | 135/250 [01:19<01:04, 1.77it/s]\nCLIP Loss: 648.812\tRange Loss: 0.031\tTV Loss: 4.999\tTotal Loss: 653.842\n\n 54%|#####4 | 136/250 [01:19<01:12, 1.58it/s]\nCLIP Loss: 649.144\tRange Loss: 0.033\tTV Loss: 5.112\tTotal Loss: 654.290\n\n 55%|#####4 | 137/250 [01:20<01:08, 1.66it/s]\nCLIP Loss: 644.191\tRange Loss: 0.036\tTV Loss: 5.303\tTotal Loss: 649.531\n\n 55%|#####5 | 138/250 [01:20<01:05, 1.70it/s]\nCLIP Loss: 645.918\tRange Loss: 0.036\tTV Loss: 5.523\tTotal Loss: 651.477\n\n 56%|#####5 | 139/250 [01:21<01:03, 1.74it/s]\nCLIP Loss: 642.456\tRange Loss: 0.039\tTV Loss: 5.776\tTotal Loss: 648.271\n\n 56%|#####6 | 140/250 [01:22<01:02, 1.77it/s]\nCLIP Loss: 644.789\tRange Loss: 0.044\tTV Loss: 6.056\tTotal Loss: 650.889\n\n 56%|#####6 | 141/250 [01:22<01:08, 1.60it/s]\nCLIP Loss: 644.479\tRange Loss: 0.042\tTV Loss: 6.349\tTotal Loss: 650.870\n\n 57%|#####6 | 142/250 [01:23<01:04, 1.67it/s]\nCLIP Loss: 641.192\tRange Loss: 0.044\tTV Loss: 6.553\tTotal Loss: 647.789\n\n 57%|#####7 | 143/250 [01:23<01:03, 1.70it/s]\nCLIP Loss: 646.366\tRange Loss: 0.043\tTV Loss: 6.715\tTotal Loss: 653.124\n\n 58%|#####7 | 144/250 [01:24<01:01, 1.74it/s]\nCLIP Loss: 649.157\tRange Loss: 0.038\tTV Loss: 6.959\tTotal Loss: 656.154\n\n 58%|#####8 | 145/250 [01:24<00:59, 1.77it/s]\nCLIP Loss: 646.253\tRange Loss: 0.037\tTV Loss: 7.309\tTotal Loss: 653.599\n\n 58%|#####8 | 146/250 [01:25<01:05, 1.59it/s]\nCLIP Loss: 646.037\tRange Loss: 0.035\tTV Loss: 7.574\tTotal Loss: 653.646\n\n 59%|#####8 | 147/250 [01:26<01:01, 1.66it/s]\nCLIP Loss: 644.108\tRange Loss: 0.033\tTV Loss: 7.915\tTotal Loss: 652.057\n\n 59%|#####9 | 148/250 [01:26<00:59, 1.70it/s]\nCLIP Loss: 647.482\tRange Loss: 0.034\tTV Loss: 8.178\tTotal Loss: 655.694\n\n 60%|#####9 | 149/250 [01:27<00:57, 1.75it/s]\nCLIP Loss: 647.341\tRange Loss: 0.034\tTV Loss: 8.573\tTotal Loss: 655.947\n\n 60%|###### | 150/250 [01:27<00:56, 1.78it/s]\nCLIP Loss: 651.468\tRange Loss: 0.031\tTV Loss: 8.951\tTotal Loss: 660.451\n\n 60%|###### | 151/250 [01:28<01:01, 1.60it/s]\nCLIP Loss: 647.965\tRange Loss: 0.034\tTV Loss: 9.370\tTotal Loss: 657.370\n\n 61%|###### | 152/250 [01:29<00:58, 1.68it/s]\nCLIP Loss: 643.584\tRange Loss: 0.033\tTV Loss: 9.692\tTotal Loss: 653.308\n\n 61%|######1 | 153/250 [01:29<00:56, 1.72it/s]\nCLIP Loss: 648.053\tRange Loss: 0.032\tTV Loss: 10.066\tTotal Loss: 658.151\n\n 62%|######1 | 154/250 [01:30<00:54, 1.75it/s]\nCLIP Loss: 649.396\tRange Loss: 0.032\tTV Loss: 10.408\tTotal Loss: 659.836\n\n 62%|######2 | 155/250 [01:30<00:53, 1.77it/s]\nCLIP Loss: 645.033\tRange Loss: 0.030\tTV Loss: 10.853\tTotal Loss: 655.916\n\n 62%|######2 | 156/250 [01:31<00:58, 1.60it/s]\nCLIP Loss: 648.702\tRange Loss: 0.030\tTV Loss: 11.183\tTotal Loss: 659.915\n\n 63%|######2 | 157/250 [01:32<00:55, 1.68it/s]\nCLIP Loss: 647.901\tRange Loss: 0.033\tTV Loss: 11.588\tTotal Loss: 659.522\n\n 63%|######3 | 158/250 [01:32<00:53, 1.71it/s]\nCLIP Loss: 646.250\tRange Loss: 0.033\tTV Loss: 12.017\tTotal Loss: 658.300\n\n 64%|######3 | 159/250 [01:33<00:52, 1.75it/s]\nCLIP Loss: 646.013\tRange Loss: 0.032\tTV Loss: 12.542\tTotal Loss: 658.587\n\n 64%|######4 | 160/250 [01:33<00:50, 1.77it/s]\nCLIP Loss: 644.041\tRange Loss: 0.032\tTV Loss: 13.030\tTotal Loss: 657.103\n\n 64%|######4 | 161/250 [01:34<00:55, 1.60it/s]\nCLIP Loss: 647.061\tRange Loss: 0.031\tTV Loss: 13.577\tTotal Loss: 660.670\n\n 65%|######4 | 162/250 [01:35<00:52, 1.67it/s]\nCLIP Loss: 648.777\tRange Loss: 0.030\tTV Loss: 14.055\tTotal Loss: 662.862\n\n 65%|######5 | 163/250 [01:35<00:51, 1.70it/s]\nCLIP Loss: 650.728\tRange Loss: 0.031\tTV Loss: 14.568\tTotal Loss: 665.327\n\n 66%|######5 | 164/250 [01:36<00:49, 1.74it/s]\nCLIP Loss: 645.052\tRange Loss: 0.030\tTV Loss: 15.178\tTotal Loss: 660.260\n\n 66%|######6 | 165/250 [01:36<00:48, 1.76it/s]\nCLIP Loss: 650.448\tRange Loss: 0.030\tTV Loss: 15.902\tTotal Loss: 666.380\n\n 66%|######6 | 166/250 [01:37<00:53, 1.57it/s]\nCLIP Loss: 647.806\tRange Loss: 0.030\tTV Loss: 16.483\tTotal Loss: 664.318\n\n 67%|######6 | 167/250 [01:38<00:50, 1.65it/s]\nCLIP Loss: 644.420\tRange Loss: 0.031\tTV Loss: 17.136\tTotal Loss: 661.586\n\n 67%|######7 | 168/250 [01:38<00:48, 1.68it/s]\nCLIP Loss: 646.683\tRange Loss: 0.032\tTV Loss: 17.731\tTotal Loss: 664.446\n\n 68%|######7 | 169/250 [01:39<00:47, 1.72it/s]\nCLIP Loss: 646.778\tRange Loss: 0.032\tTV Loss: 18.372\tTotal Loss: 665.182\n\n 68%|######8 | 170/250 [01:39<00:45, 1.76it/s]\nCLIP Loss: 648.376\tRange Loss: 0.031\tTV Loss: 19.059\tTotal Loss: 667.467\n\n 68%|######8 | 171/250 [01:40<00:49, 1.58it/s]\nCLIP Loss: 648.284\tRange Loss: 0.031\tTV Loss: 19.784\tTotal Loss: 668.100\n\n 69%|######8 | 172/250 [01:41<00:47, 1.63it/s]\nCLIP Loss: 650.183\tRange Loss: 0.028\tTV Loss: 20.427\tTotal Loss: 670.639\n\n 69%|######9 | 173/250 [01:41<00:45, 1.68it/s]\nCLIP Loss: 646.233\tRange Loss: 0.029\tTV Loss: 21.027\tTotal Loss: 667.288\n\n 70%|######9 | 174/250 [01:42<00:44, 1.72it/s]\nCLIP Loss: 646.945\tRange Loss: 0.029\tTV Loss: 21.750\tTotal Loss: 668.724\n\n 70%|####### | 175/250 [01:42<00:42, 1.75it/s]\nCLIP Loss: 650.536\tRange Loss: 0.027\tTV Loss: 22.336\tTotal Loss: 672.899\n\n 70%|####### | 176/250 [01:43<00:47, 1.56it/s]\nCLIP Loss: 648.527\tRange Loss: 0.028\tTV Loss: 23.100\tTotal Loss: 671.656\n\n 71%|####### | 177/250 [01:44<00:44, 1.64it/s]\nCLIP Loss: 650.454\tRange Loss: 0.027\tTV Loss: 23.969\tTotal Loss: 674.450\n\n 71%|#######1 | 178/250 [01:44<00:42, 1.69it/s]\nCLIP Loss: 649.601\tRange Loss: 0.027\tTV Loss: 24.650\tTotal Loss: 674.279\n\n 72%|#######1 | 179/250 [01:45<00:40, 1.73it/s]\nCLIP Loss: 652.054\tRange Loss: 0.027\tTV Loss: 25.402\tTotal Loss: 677.483\n\n 72%|#######2 | 180/250 [01:45<00:39, 1.77it/s]\nCLIP Loss: 645.935\tRange Loss: 0.026\tTV Loss: 26.274\tTotal Loss: 672.235\n\n 72%|#######2 | 181/250 [01:46<00:43, 1.59it/s]\nCLIP Loss: 647.909\tRange Loss: 0.027\tTV Loss: 27.037\tTotal Loss: 674.973\n\n 73%|#######2 | 182/250 [01:47<00:40, 1.67it/s]\nCLIP Loss: 646.627\tRange Loss: 0.025\tTV Loss: 27.860\tTotal Loss: 674.512\n\n 73%|#######3 | 183/250 [01:47<00:39, 1.70it/s]\nCLIP Loss: 646.482\tRange Loss: 0.025\tTV Loss: 28.567\tTotal Loss: 675.074\n\n 74%|#######3 | 184/250 [01:48<00:37, 1.75it/s]\nCLIP Loss: 645.620\tRange Loss: 0.024\tTV Loss: 29.257\tTotal Loss: 674.900\n\n 74%|#######4 | 185/250 [01:48<00:36, 1.78it/s]\nCLIP Loss: 649.510\tRange Loss: 0.024\tTV Loss: 30.026\tTotal Loss: 679.559\n\n 74%|#######4 | 186/250 [01:49<00:40, 1.59it/s]\nCLIP Loss: 647.022\tRange Loss: 0.024\tTV Loss: 30.887\tTotal Loss: 677.932\n\n 75%|#######4 | 187/250 [01:49<00:37, 1.66it/s]\nCLIP Loss: 649.909\tRange Loss: 0.023\tTV Loss: 31.593\tTotal Loss: 681.525\n\n 75%|#######5 | 188/250 [01:50<00:36, 1.70it/s]\nCLIP Loss: 646.024\tRange Loss: 0.023\tTV Loss: 32.404\tTotal Loss: 678.450\n\n 76%|#######5 | 189/250 [01:51<00:35, 1.73it/s]\nCLIP Loss: 649.889\tRange Loss: 0.023\tTV Loss: 33.206\tTotal Loss: 683.118\n\n 76%|#######6 | 190/250 [01:51<00:34, 1.76it/s]\nCLIP Loss: 650.447\tRange Loss: 0.022\tTV Loss: 33.933\tTotal Loss: 684.403\n\n 76%|#######6 | 191/250 [01:52<00:37, 1.58it/s]\nCLIP Loss: 647.204\tRange Loss: 0.022\tTV Loss: 34.799\tTotal Loss: 682.025\n\n 77%|#######6 | 192/250 [01:52<00:35, 1.65it/s]\nCLIP Loss: 647.128\tRange Loss: 0.022\tTV Loss: 35.502\tTotal Loss: 682.652\n\n 77%|#######7 | 193/250 [01:53<00:33, 1.69it/s]\nCLIP Loss: 645.488\tRange Loss: 0.023\tTV Loss: 36.206\tTotal Loss: 681.718\n\n 78%|#######7 | 194/250 [01:54<00:32, 1.74it/s]\nCLIP Loss: 644.793\tRange Loss: 0.022\tTV Loss: 36.880\tTotal Loss: 681.695\n\n 78%|#######8 | 195/250 [01:54<00:31, 1.76it/s]\nCLIP Loss: 649.515\tRange Loss: 0.023\tTV Loss: 37.538\tTotal Loss: 687.075\n\n 78%|#######8 | 196/250 [01:55<00:33, 1.59it/s]\nCLIP Loss: 646.805\tRange Loss: 0.024\tTV Loss: 38.217\tTotal Loss: 685.045\n\n 79%|#######8 | 197/250 [01:55<00:31, 1.67it/s]\nCLIP Loss: 651.117\tRange Loss: 0.023\tTV Loss: 38.921\tTotal Loss: 690.062\n\n 79%|#######9 | 198/250 [01:56<00:30, 1.71it/s]\nCLIP Loss: 654.973\tRange Loss: 0.024\tTV Loss: 39.528\tTotal Loss: 694.525\n\n 80%|#######9 | 199/250 [01:57<00:29, 1.75it/s]\nCLIP Loss: 649.106\tRange Loss: 0.023\tTV Loss: 39.953\tTotal Loss: 689.082\n\n 80%|######## | 200/250 [01:57<00:28, 1.78it/s]\nCLIP Loss: 654.651\tRange Loss: 0.022\tTV Loss: 40.325\tTotal Loss: 694.998\n\n 80%|######## | 201/250 [01:58<00:30, 1.61it/s]\nCLIP Loss: 653.069\tRange Loss: 0.021\tTV Loss: 40.777\tTotal Loss: 693.866\n\n 81%|######## | 202/250 [01:58<00:28, 1.68it/s]\nCLIP Loss: 645.897\tRange Loss: 0.022\tTV Loss: 41.127\tTotal Loss: 687.047\n\n 81%|########1 | 203/250 [01:59<00:27, 1.72it/s]\nCLIP Loss: 645.033\tRange Loss: 0.022\tTV Loss: 41.430\tTotal Loss: 686.484\n\n 82%|########1 | 204/250 [01:59<00:26, 1.74it/s]\nCLIP Loss: 648.296\tRange Loss: 0.021\tTV Loss: 41.656\tTotal Loss: 689.973\n\n 82%|########2 | 205/250 [02:00<00:25, 1.76it/s]\nCLIP Loss: 652.116\tRange Loss: 0.022\tTV Loss: 41.861\tTotal Loss: 693.999\n\n 82%|########2 | 206/250 [02:01<00:27, 1.59it/s]\nCLIP Loss: 651.452\tRange Loss: 0.022\tTV Loss: 41.919\tTotal Loss: 693.392\n\n 83%|########2 | 207/250 [02:01<00:25, 1.66it/s]\nCLIP Loss: 651.016\tRange Loss: 0.021\tTV Loss: 41.971\tTotal Loss: 693.008\n\n 83%|########3 | 208/250 [02:02<00:24, 1.71it/s]\nCLIP Loss: 657.651\tRange Loss: 0.020\tTV Loss: 42.102\tTotal Loss: 699.773\n\n 84%|########3 | 209/250 [02:02<00:23, 1.74it/s]\nCLIP Loss: 646.542\tRange Loss: 0.021\tTV Loss: 42.070\tTotal Loss: 688.633\n\n 84%|########4 | 210/250 [02:03<00:22, 1.77it/s]\nCLIP Loss: 649.631\tRange Loss: 0.021\tTV Loss: 42.092\tTotal Loss: 691.744\n\n 84%|########4 | 211/250 [02:04<00:24, 1.61it/s]\nCLIP Loss: 644.504\tRange Loss: 0.020\tTV Loss: 41.933\tTotal Loss: 686.457\n\n 85%|########4 | 212/250 [02:04<00:22, 1.68it/s]\nCLIP Loss: 647.809\tRange Loss: 0.019\tTV Loss: 41.738\tTotal Loss: 689.565\n\n 85%|########5 | 213/250 [02:05<00:21, 1.72it/s]\nCLIP Loss: 648.191\tRange Loss: 0.019\tTV Loss: 41.518\tTotal Loss: 689.729\n\n 86%|########5 | 214/250 [02:05<00:20, 1.76it/s]\nCLIP Loss: 653.721\tRange Loss: 0.019\tTV Loss: 41.239\tTotal Loss: 694.979\n\n 86%|########6 | 215/250 [02:06<00:19, 1.78it/s]\nCLIP Loss: 653.629\tRange Loss: 0.019\tTV Loss: 40.820\tTotal Loss: 694.468\n\n 86%|########6 | 216/250 [02:07<00:21, 1.61it/s]\nCLIP Loss: 651.680\tRange Loss: 0.019\tTV Loss: 40.336\tTotal Loss: 692.036\n\n 87%|########6 | 217/250 [02:07<00:19, 1.67it/s]\nCLIP Loss: 651.262\tRange Loss: 0.019\tTV Loss: 39.781\tTotal Loss: 691.062\n\n 87%|########7 | 218/250 [02:08<00:18, 1.71it/s]\nCLIP Loss: 649.889\tRange Loss: 0.018\tTV Loss: 39.088\tTotal Loss: 688.995\n\n 88%|########7 | 219/250 [02:08<00:17, 1.75it/s]\nCLIP Loss: 650.567\tRange Loss: 0.019\tTV Loss: 38.441\tTotal Loss: 689.027\n\n 88%|########8 | 220/250 [02:09<00:16, 1.77it/s]\nCLIP Loss: 650.781\tRange Loss: 0.019\tTV Loss: 37.759\tTotal Loss: 688.559\n\n 88%|########8 | 221/250 [02:10<00:17, 1.62it/s]\nCLIP Loss: 652.006\tRange Loss: 0.019\tTV Loss: 36.891\tTotal Loss: 688.916\n\n 89%|########8 | 222/250 [02:10<00:16, 1.69it/s]\nCLIP Loss: 649.151\tRange Loss: 0.019\tTV Loss: 36.072\tTotal Loss: 685.242\n\n 89%|########9 | 223/250 [02:11<00:15, 1.72it/s]\nCLIP Loss: 646.213\tRange Loss: 0.019\tTV Loss: 35.177\tTotal Loss: 681.410\n\n 90%|########9 | 224/250 [02:11<00:14, 1.76it/s]\nCLIP Loss: 644.400\tRange Loss: 0.018\tTV Loss: 34.182\tTotal Loss: 678.600\n\n 90%|######### | 225/250 [02:12<00:14, 1.78it/s]\nCLIP Loss: 648.071\tRange Loss: 0.018\tTV Loss: 33.110\tTotal Loss: 681.199\n\n 90%|######### | 226/250 [02:13<00:15, 1.60it/s]\nCLIP Loss: 650.552\tRange Loss: 0.018\tTV Loss: 31.975\tTotal Loss: 682.545\n\n 91%|######### | 227/250 [02:13<00:13, 1.67it/s]\nCLIP Loss: 643.359\tRange Loss: 0.018\tTV Loss: 30.853\tTotal Loss: 674.230\n\n 91%|#########1| 228/250 [02:14<00:12, 1.71it/s]\nCLIP Loss: 649.520\tRange Loss: 0.018\tTV Loss: 29.629\tTotal Loss: 679.167\n\n 92%|#########1| 229/250 [02:14<00:12, 1.75it/s]\nCLIP Loss: 647.136\tRange Loss: 0.018\tTV Loss: 28.283\tTotal Loss: 675.438\n\n 92%|#########2| 230/250 [02:15<00:11, 1.78it/s]\nCLIP Loss: 649.140\tRange Loss: 0.017\tTV Loss: 26.999\tTotal Loss: 676.156\n\n 92%|#########2| 231/250 [02:15<00:11, 1.59it/s]\nCLIP Loss: 648.104\tRange Loss: 0.017\tTV Loss: 25.686\tTotal Loss: 673.807\n\n 93%|#########2| 232/250 [02:16<00:10, 1.66it/s]\nCLIP Loss: 649.329\tRange Loss: 0.017\tTV Loss: 24.336\tTotal Loss: 673.683\n\n 93%|#########3| 233/250 [02:17<00:10, 1.69it/s]\nCLIP Loss: 648.400\tRange Loss: 0.017\tTV Loss: 22.981\tTotal Loss: 671.397\n\n 94%|#########3| 234/250 [02:17<00:09, 1.73it/s]\nCLIP Loss: 648.816\tRange Loss: 0.016\tTV Loss: 21.567\tTotal Loss: 670.399\n\n 94%|#########3| 235/250 [02:18<00:08, 1.76it/s]\nCLIP Loss: 648.306\tRange Loss: 0.016\tTV Loss: 20.156\tTotal Loss: 668.479\n\n 94%|#########4| 236/250 [02:19<00:09, 1.54it/s]\nCLIP Loss: 642.442\tRange Loss: 0.016\tTV Loss: 18.727\tTotal Loss: 661.185\n\n 95%|#########4| 237/250 [02:19<00:08, 1.62it/s]\nCLIP Loss: 644.273\tRange Loss: 0.016\tTV Loss: 17.347\tTotal Loss: 661.635\n\n 95%|#########5| 238/250 [02:20<00:07, 1.68it/s]\nCLIP Loss: 645.265\tRange Loss: 0.015\tTV Loss: 15.992\tTotal Loss: 661.272\n\n 96%|#########5| 239/250 [02:20<00:06, 1.71it/s]\nCLIP Loss: 646.692\tRange Loss: 0.015\tTV Loss: 14.673\tTotal Loss: 661.380\n\n 96%|#########6| 240/250 [02:21<00:05, 1.75it/s]\nCLIP Loss: 648.577\tRange Loss: 0.015\tTV Loss: 13.400\tTotal Loss: 661.992\n\n 96%|#########6| 241/250 [02:21<00:05, 1.56it/s]\nCLIP Loss: 645.580\tRange Loss: 0.015\tTV Loss: 12.184\tTotal Loss: 657.779\n\n 97%|#########6| 242/250 [02:22<00:04, 1.64it/s]\nCLIP Loss: 643.902\tRange Loss: 0.015\tTV Loss: 11.037\tTotal Loss: 654.954\n\n 97%|#########7| 243/250 [02:23<00:04, 1.69it/s]\nCLIP Loss: 648.145\tRange Loss: 0.014\tTV Loss: 9.924\tTotal Loss: 658.083\n\n 98%|#########7| 244/250 [02:23<00:03, 1.74it/s]\nCLIP Loss: 648.148\tRange Loss: 0.014\tTV Loss: 8.938\tTotal Loss: 657.100\n\n 98%|#########8| 245/250 [02:24<00:02, 1.77it/s]\nCLIP Loss: 650.983\tRange Loss: 0.014\tTV Loss: 8.028\tTotal Loss: 659.025\n\n 98%|#########8| 246/250 [02:24<00:02, 1.59it/s]\nCLIP Loss: 650.411\tRange Loss: 0.013\tTV Loss: 7.239\tTotal Loss: 657.662\n\n 99%|#########8| 247/250 [02:25<00:01, 1.67it/s]\nCLIP Loss: 651.936\tRange Loss: 0.013\tTV Loss: 6.580\tTotal Loss: 658.529\n\n 99%|#########9| 248/250 [02:26<00:01, 1.71it/s]\nCLIP Loss: 650.844\tRange Loss: 0.013\tTV Loss: 6.070\tTotal Loss: 656.927\n\n100%|#########9| 249/250 [02:26<00:00, 1.75it/s]\nCLIP Loss: 658.261\tRange Loss: 0.013\tTV Loss: 5.701\tTotal Loss: 663.975\n\n100%|##########| 250/250 [02:27<00:00, 1.59it/s]\n\n100%|##########| 250/250 [02:27<00:00, 1.70it/s]", "metrics": { "total_time": 155.277761 }, "output": [ { "file": "https://replicate.delivery/mgxm/f89e8a82-a0da-4c73-8a31-dca7b2fef6b0/0000.png" }, { "file": "https://replicate.delivery/mgxm/a546ea83-bf5c-4693-8bad-adfe5e39cfdc/0005.png" }, { "file": "https://replicate.delivery/mgxm/339923b1-1530-4d0d-8d37-5ce68315eb32/0010.png" }, { "file": "https://replicate.delivery/mgxm/262387fd-88a1-4f4a-ac48-127137408c07/0015.png" }, { "file": "https://replicate.delivery/mgxm/cf8b75fe-957a-4126-8904-f1b7aa47c3a9/0020.png" }, { "file": "https://replicate.delivery/mgxm/81f22a8a-901f-4e72-9130-b2d97507b097/0025.png" }, { "file": 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"https://replicate.delivery/mgxm/a7610824-2acf-474b-8046-899c79808e6b/0180.png" }, { "file": "https://replicate.delivery/mgxm/1453e85d-0952-441a-b58e-80241ccfd51d/0185.png" }, { "file": "https://replicate.delivery/mgxm/cc8dd229-e1ce-4190-82c6-9121c64ead58/0190.png" }, { "file": "https://replicate.delivery/mgxm/9be87538-9232-443b-9489-4499e274ae23/0195.png" }, { "file": "https://replicate.delivery/mgxm/923f3a28-9126-444b-ac4a-de3547c30e7e/0200.png" }, { "file": "https://replicate.delivery/mgxm/7c8f6c74-febc-48cf-8357-9bb142d71672/0205.png" }, { "file": "https://replicate.delivery/mgxm/372a7900-edff-4b33-9261-c367eb465893/0210.png" }, { "file": "https://replicate.delivery/mgxm/505e13d6-07dd-4f0c-a06d-29922cd21591/0215.png" }, { "file": "https://replicate.delivery/mgxm/a316d637-0bd8-4d1d-a19f-a3ae17a795b8/0220.png" }, { "file": "https://replicate.delivery/mgxm/51092755-3ea5-4634-8bea-258554a75558/0225.png" }, { "file": 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Using device cuda --wandb_project not specified. Skipping W&B integration. 0%| | 0/250 [00:00<?, ?it/s] CLIP Loss: 922.103 Range Loss: 0.000 TV Loss: 8.079 Total Loss: 930.182 0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<02:39, 1.57it/s] CLIP Loss: 910.723 Range Loss: 0.002 TV Loss: 5.061 Total Loss: 915.786 1%| | 2/250 [00:01<02:22, 1.75it/s] CLIP Loss: 904.701 Range Loss: 0.006 TV Loss: 5.223 Total Loss: 909.930 1%|1 | 3/250 [00:01<02:17, 1.80it/s] CLIP Loss: 903.745 Range Loss: 0.042 TV Loss: 6.265 Total Loss: 910.052 2%|1 | 4/250 [00:02<02:13, 1.84it/s] CLIP Loss: 886.442 Range Loss: 0.002 TV Loss: 4.309 Total Loss: 890.754 2%|2 | 5/250 [00:02<02:11, 1.86it/s] CLIP Loss: 881.362 Range Loss: 0.003 TV Loss: 4.326 Total Loss: 885.691 2%|2 | 6/250 [00:03<02:25, 1.68it/s] CLIP Loss: 871.746 Range Loss: 0.006 TV Loss: 3.699 Total Loss: 875.451 3%|2 | 7/250 [00:03<02:20, 1.73it/s] CLIP Loss: 874.997 Range Loss: 0.002 TV Loss: 3.509 Total Loss: 878.507 3%|3 | 8/250 [00:04<02:15, 1.79it/s] CLIP Loss: 861.439 Range Loss: 0.004 TV Loss: 3.393 Total Loss: 864.836 4%|3 | 9/250 [00:05<02:12, 1.82it/s] CLIP Loss: 870.587 Range Loss: 0.002 TV Loss: 2.902 Total Loss: 873.490 4%|4 | 10/250 [00:05<02:10, 1.84it/s] CLIP Loss: 851.564 Range Loss: 0.001 TV Loss: 3.192 Total Loss: 854.756 4%|4 | 11/250 [00:06<02:23, 1.67it/s] CLIP Loss: 859.246 Range Loss: 0.003 TV Loss: 3.057 Total Loss: 862.306 5%|4 | 12/250 [00:06<02:16, 1.74it/s] CLIP Loss: 850.871 Range Loss: 0.003 TV Loss: 3.281 Total Loss: 854.156 5%|5 | 13/250 [00:07<02:13, 1.77it/s] CLIP Loss: 845.111 Range Loss: 0.001 TV Loss: 2.490 Total Loss: 847.602 6%|5 | 14/250 [00:07<02:11, 1.80it/s] CLIP Loss: 836.665 Range Loss: 0.001 TV Loss: 2.210 Total Loss: 838.876 6%|6 | 15/250 [00:08<02:08, 1.83it/s] CLIP Loss: 836.714 Range Loss: 0.001 TV Loss: 2.158 Total Loss: 838.873 6%|6 | 16/250 [00:09<02:20, 1.67it/s] CLIP Loss: 835.980 Range Loss: 0.001 TV Loss: 1.726 Total Loss: 837.706 7%|6 | 17/250 [00:09<02:15, 1.72it/s] CLIP Loss: 845.000 Range Loss: 0.001 TV Loss: 2.379 Total Loss: 847.381 7%|7 | 18/250 [00:10<02:11, 1.77it/s] CLIP Loss: 822.580 Range Loss: 0.001 TV Loss: 1.666 Total Loss: 824.248 8%|7 | 19/250 [00:10<02:07, 1.81it/s] CLIP Loss: 823.019 Range Loss: 0.002 TV Loss: 1.509 Total Loss: 824.530 8%|8 | 20/250 [00:11<02:05, 1.83it/s] CLIP Loss: 812.318 Range Loss: 0.001 TV Loss: 1.288 Total Loss: 813.607 8%|8 | 21/250 [00:11<02:17, 1.67it/s] CLIP Loss: 813.542 Range Loss: 0.005 TV Loss: 1.275 Total Loss: 814.822 9%|8 | 22/250 [00:12<02:11, 1.74it/s] CLIP Loss: 820.043 Range Loss: 0.000 TV Loss: 1.200 Total Loss: 821.243 9%|9 | 23/250 [00:13<02:08, 1.77it/s] CLIP Loss: 802.321 Range Loss: 0.004 TV Loss: 1.124 Total Loss: 803.450 10%|9 | 24/250 [00:13<02:05, 1.81it/s] CLIP Loss: 803.630 Range Loss: 0.000 TV Loss: 1.223 Total Loss: 804.853 10%|# | 25/250 [00:14<02:04, 1.81it/s] CLIP Loss: 798.530 Range Loss: 0.000 TV Loss: 0.967 Total Loss: 799.497 10%|# | 26/250 [00:14<02:13, 1.67it/s] CLIP Loss: 793.256 Range Loss: 0.000 TV Loss: 0.987 Total Loss: 794.244 11%|# | 27/250 [00:15<02:08, 1.74it/s] CLIP Loss: 793.444 Range Loss: 0.000 TV Loss: 0.727 Total Loss: 794.171 11%|#1 | 28/250 [00:15<02:05, 1.77it/s] CLIP Loss: 790.873 Range Loss: 0.000 TV Loss: 0.681 Total Loss: 791.554 12%|#1 | 29/250 [00:16<02:02, 1.80it/s] CLIP Loss: 788.600 Range Loss: 0.000 TV Loss: 0.644 Total Loss: 789.244 12%|#2 | 30/250 [00:16<02:00, 1.82it/s] CLIP Loss: 781.612 Range Loss: 0.000 TV Loss: 0.592 Total Loss: 782.204 12%|#2 | 31/250 [00:17<02:12, 1.65it/s] CLIP Loss: 791.584 Range Loss: 0.000 TV Loss: 0.528 Total Loss: 792.112 13%|#2 | 32/250 [00:18<02:07, 1.71it/s] CLIP Loss: 793.897 Range Loss: 0.000 TV Loss: 0.444 Total Loss: 794.342 13%|#3 | 33/250 [00:18<02:03, 1.76it/s] CLIP Loss: 772.153 Range Loss: 0.000 TV Loss: 0.429 Total Loss: 772.582 14%|#3 | 34/250 [00:19<02:00, 1.80it/s] CLIP Loss: 786.916 Range Loss: 0.000 TV Loss: 0.429 Total Loss: 787.345 14%|#4 | 35/250 [00:19<01:57, 1.82it/s] CLIP Loss: 777.487 Range Loss: 0.000 TV Loss: 0.465 Total Loss: 777.952 14%|#4 | 36/250 [00:20<02:07, 1.67it/s] CLIP Loss: 779.379 Range Loss: 0.000 TV Loss: 0.395 Total Loss: 779.774 15%|#4 | 37/250 [00:21<02:02, 1.74it/s] CLIP Loss: 783.559 Range Loss: 0.000 TV Loss: 0.335 Total Loss: 783.894 15%|#5 | 38/250 [00:21<01:59, 1.77it/s] CLIP Loss: 792.444 Range Loss: 0.000 TV Loss: 0.301 Total Loss: 792.744 16%|#5 | 39/250 [00:22<01:57, 1.80it/s] CLIP Loss: 775.368 Range Loss: 0.000 TV Loss: 0.298 Total Loss: 775.666 16%|#6 | 40/250 [00:22<01:55, 1.82it/s] CLIP Loss: 763.511 Range Loss: 0.000 TV Loss: 0.274 Total Loss: 763.785 16%|#6 | 41/250 [00:23<02:07, 1.64it/s] CLIP Loss: 762.476 Range Loss: 0.000 TV Loss: 0.243 Total Loss: 762.719 17%|#6 | 42/250 [00:23<02:01, 1.72it/s] CLIP Loss: 766.288 Range Loss: 0.000 TV Loss: 0.235 Total Loss: 766.523 17%|#7 | 43/250 [00:24<01:58, 1.75it/s] CLIP Loss: 779.867 Range Loss: 0.000 TV Loss: 0.207 Total Loss: 780.075 18%|#7 | 44/250 [00:25<01:56, 1.77it/s] CLIP Loss: 776.138 Range Loss: 0.000 TV Loss: 0.319 Total Loss: 776.457 18%|#8 | 45/250 [00:25<01:54, 1.80it/s] CLIP Loss: 788.498 Range Loss: 0.000 TV Loss: 0.184 Total Loss: 788.682 18%|#8 | 46/250 [00:26<02:09, 1.58it/s] CLIP Loss: 778.452 Range Loss: 0.000 TV Loss: 0.276 Total Loss: 778.727 19%|#8 | 47/250 [00:26<02:01, 1.66it/s] CLIP Loss: 788.846 Range Loss: 0.000 TV Loss: 0.165 Total Loss: 789.011 19%|#9 | 48/250 [00:27<01:58, 1.71it/s] CLIP Loss: 779.446 Range Loss: 0.000 TV Loss: 0.224 Total Loss: 779.670 20%|#9 | 49/250 [00:27<01:54, 1.75it/s] CLIP Loss: 787.757 Range Loss: 0.000 TV Loss: 0.160 Total Loss: 787.917 20%|## | 50/250 [00:28<01:51, 1.79it/s] CLIP Loss: 801.158 Range Loss: 0.000 TV Loss: 0.263 Total Loss: 801.420 20%|## | 51/250 [00:29<02:06, 1.58it/s] CLIP Loss: 784.200 Range Loss: 0.000 TV Loss: 0.135 Total Loss: 784.336 21%|## | 52/250 [00:29<02:00, 1.64it/s] CLIP Loss: 775.391 Range Loss: 0.000 TV Loss: 0.195 Total Loss: 775.586 21%|##1 | 53/250 [00:30<01:56, 1.69it/s] CLIP Loss: 785.258 Range Loss: 0.000 TV Loss: 0.129 Total Loss: 785.387 22%|##1 | 54/250 [00:30<01:53, 1.73it/s] CLIP Loss: 792.729 Range Loss: 0.000 TV Loss: 0.196 Total Loss: 792.924 22%|##2 | 55/250 [00:31<01:50, 1.76it/s] CLIP Loss: 790.784 Range Loss: 0.000 TV Loss: 0.122 Total Loss: 790.905 22%|##2 | 56/250 [00:32<02:05, 1.54it/s] CLIP Loss: 790.224 Range Loss: 0.000 TV Loss: 0.117 Total Loss: 790.341 23%|##2 | 57/250 [00:32<01:58, 1.63it/s] CLIP Loss: 783.482 Range Loss: 0.000 TV Loss: 0.099 Total Loss: 783.582 23%|##3 | 58/250 [00:33<01:53, 1.68it/s] CLIP Loss: 798.870 Range Loss: 0.000 TV Loss: 0.159 Total Loss: 799.029 24%|##3 | 59/250 [00:33<01:50, 1.73it/s] CLIP Loss: 809.179 Range Loss: 0.000 TV Loss: 0.082 Total Loss: 809.261 24%|##4 | 60/250 [00:34<01:47, 1.77it/s] CLIP Loss: 786.066 Range Loss: 0.000 TV Loss: 0.111 Total Loss: 786.177 24%|##4 | 61/250 [00:35<02:02, 1.54it/s] CLIP Loss: 798.102 Range Loss: 0.000 TV Loss: 0.185 Total Loss: 798.286 25%|##4 | 62/250 [00:35<01:55, 1.63it/s] CLIP Loss: 811.200 Range Loss: 0.000 TV Loss: 0.209 Total Loss: 811.409 25%|##5 | 63/250 [00:36<01:51, 1.68it/s] CLIP Loss: 806.224 Range Loss: 0.000 TV Loss: 0.193 Total Loss: 806.417 26%|##5 | 64/250 [00:36<01:47, 1.73it/s] CLIP Loss: 793.800 Range Loss: 0.000 TV Loss: 0.230 Total Loss: 794.030 26%|##6 | 65/250 [00:37<01:45, 1.75it/s] CLIP Loss: 782.792 Range Loss: 0.000 TV Loss: 0.287 Total Loss: 783.079 26%|##6 | 66/250 [00:38<01:59, 1.54it/s] CLIP Loss: 781.379 Range Loss: 0.000 TV Loss: 0.252 Total Loss: 781.631 27%|##6 | 67/250 [00:38<01:52, 1.63it/s] CLIP Loss: 774.588 Range Loss: 0.000 TV Loss: 0.201 Total Loss: 774.789 27%|##7 | 68/250 [00:39<01:47, 1.69it/s] CLIP Loss: 774.866 Range Loss: 0.000 TV Loss: 0.219 Total Loss: 775.084 28%|##7 | 69/250 [00:39<01:44, 1.73it/s] CLIP Loss: 773.334 Range Loss: 0.000 TV Loss: 0.235 Total Loss: 773.569 28%|##8 | 70/250 [00:40<01:42, 1.75it/s] CLIP Loss: 763.244 Range Loss: 0.000 TV Loss: 0.290 Total Loss: 763.534 28%|##8 | 71/250 [00:41<01:54, 1.56it/s] CLIP Loss: 760.725 Range Loss: 0.001 TV Loss: 0.216 Total Loss: 760.941 29%|##8 | 72/250 [00:41<01:48, 1.65it/s] CLIP Loss: 763.265 Range Loss: 0.001 TV Loss: 0.317 Total Loss: 763.583 29%|##9 | 73/250 [00:42<01:44, 1.70it/s] CLIP Loss: 761.148 Range Loss: 0.002 TV Loss: 0.272 Total Loss: 761.423 30%|##9 | 74/250 [00:42<01:40, 1.74it/s] CLIP Loss: 760.245 Range Loss: 0.009 TV Loss: 0.298 Total Loss: 760.552 30%|### | 75/250 [00:43<01:38, 1.78it/s] CLIP Loss: 753.029 Range Loss: 0.017 TV Loss: 0.278 Total Loss: 753.324 30%|### | 76/250 [00:44<01:50, 1.58it/s] CLIP Loss: 760.707 Range Loss: 0.013 TV Loss: 0.276 Total Loss: 760.995 31%|### | 77/250 [00:44<01:44, 1.66it/s] CLIP Loss: 788.993 Range Loss: 0.021 TV Loss: 0.250 Total Loss: 789.264 31%|###1 | 78/250 [00:45<01:40, 1.70it/s] CLIP Loss: 791.683 Range Loss: 0.013 TV Loss: 0.441 Total Loss: 792.137 32%|###1 | 79/250 [00:45<01:37, 1.75it/s] CLIP Loss: 772.022 Range Loss: 0.017 TV Loss: 0.350 Total Loss: 772.389 32%|###2 | 80/250 [00:46<01:35, 1.78it/s] CLIP Loss: 763.581 Range Loss: 0.010 TV Loss: 0.331 Total Loss: 763.921 32%|###2 | 81/250 [00:47<01:47, 1.58it/s] CLIP Loss: 754.517 Range Loss: 0.010 TV Loss: 0.331 Total Loss: 754.858 33%|###2 | 82/250 [00:47<01:41, 1.66it/s] CLIP Loss: 746.966 Range Loss: 0.017 TV Loss: 0.323 Total Loss: 747.307 33%|###3 | 83/250 [00:48<01:37, 1.71it/s] CLIP Loss: 748.893 Range Loss: 0.009 TV Loss: 0.263 Total Loss: 749.165 34%|###3 | 84/250 [00:48<01:35, 1.74it/s] CLIP Loss: 751.421 Range Loss: 0.009 TV Loss: 0.337 Total Loss: 751.767 34%|###4 | 85/250 [00:49<01:33, 1.76it/s] CLIP Loss: 750.358 Range Loss: 0.020 TV Loss: 0.355 Total Loss: 750.733 34%|###4 | 86/250 [00:50<01:44, 1.57it/s] CLIP Loss: 742.121 Range Loss: 0.012 TV Loss: 0.314 Total Loss: 742.448 35%|###4 | 87/250 [00:50<01:38, 1.65it/s] CLIP Loss: 744.384 Range Loss: 0.016 TV Loss: 0.324 Total Loss: 744.724 35%|###5 | 88/250 [00:51<01:35, 1.69it/s] CLIP Loss: 762.015 Range Loss: 0.012 TV Loss: 0.340 Total Loss: 762.366 36%|###5 | 89/250 [00:51<01:32, 1.74it/s] CLIP Loss: 736.487 Range Loss: 0.013 TV Loss: 0.341 Total Loss: 736.841 36%|###6 | 90/250 [00:52<01:30, 1.76it/s] CLIP Loss: 735.443 Range Loss: 0.016 TV Loss: 0.373 Total Loss: 735.833 36%|###6 | 91/250 [00:53<01:41, 1.57it/s] CLIP Loss: 722.483 Range Loss: 0.017 TV Loss: 0.322 Total Loss: 722.821 37%|###6 | 92/250 [00:53<01:35, 1.65it/s] CLIP Loss: 732.035 Range Loss: 0.011 TV Loss: 0.290 Total Loss: 732.335 37%|###7 | 93/250 [00:54<01:32, 1.70it/s] CLIP Loss: 771.205 Range Loss: 0.031 TV Loss: 0.350 Total Loss: 771.586 38%|###7 | 94/250 [00:54<01:29, 1.75it/s] CLIP Loss: 766.254 Range Loss: 0.039 TV Loss: 0.336 Total Loss: 766.630 38%|###8 | 95/250 [00:55<01:27, 1.78it/s] CLIP Loss: 748.158 Range Loss: 0.048 TV Loss: 0.444 Total Loss: 748.650 38%|###8 | 96/250 [00:56<01:37, 1.58it/s] CLIP Loss: 758.882 Range Loss: 0.038 TV Loss: 0.399 Total Loss: 759.319 39%|###8 | 97/250 [00:56<01:32, 1.65it/s] CLIP Loss: 738.693 Range Loss: 0.043 TV Loss: 0.407 Total Loss: 739.142 39%|###9 | 98/250 [00:57<01:29, 1.71it/s] CLIP Loss: 772.676 Range Loss: 0.042 TV Loss: 0.487 Total Loss: 773.204 40%|###9 | 99/250 [00:57<01:26, 1.75it/s] CLIP Loss: 737.594 Range Loss: 0.034 TV Loss: 0.517 Total Loss: 738.144 40%|#### | 100/250 [00:58<01:24, 1.78it/s] CLIP Loss: 733.944 Range Loss: 0.033 TV Loss: 0.587 Total Loss: 734.564 40%|#### | 101/250 [00:59<01:34, 1.58it/s] CLIP Loss: 720.845 Range Loss: 0.028 TV Loss: 0.638 Total Loss: 721.511 41%|#### | 102/250 [00:59<01:28, 1.67it/s] CLIP Loss: 739.768 Range Loss: 0.031 TV Loss: 0.841 Total Loss: 740.640 41%|####1 | 103/250 [01:00<01:26, 1.71it/s] CLIP Loss: 750.847 Range Loss: 0.035 TV Loss: 1.448 Total Loss: 752.331 42%|####1 | 104/250 [01:00<01:23, 1.75it/s] CLIP Loss: 727.480 Range Loss: 0.034 TV Loss: 1.445 Total Loss: 728.960 42%|####2 | 105/250 [01:01<01:21, 1.78it/s] CLIP Loss: 714.732 Range Loss: 0.033 TV Loss: 1.505 Total Loss: 716.270 42%|####2 | 106/250 [01:02<01:30, 1.58it/s] CLIP Loss: 709.268 Range Loss: 0.031 TV Loss: 1.672 Total Loss: 710.971 43%|####2 | 107/250 [01:02<01:26, 1.66it/s] CLIP Loss: 693.999 Range Loss: 0.028 TV Loss: 1.651 Total Loss: 695.677 43%|####3 | 108/250 [01:03<01:22, 1.71it/s] CLIP Loss: 687.605 Range Loss: 0.020 TV Loss: 1.649 Total Loss: 689.275 44%|####3 | 109/250 [01:03<01:20, 1.75it/s] CLIP Loss: 679.977 Range Loss: 0.023 TV Loss: 1.790 Total Loss: 681.790 44%|####4 | 110/250 [01:04<01:18, 1.78it/s] CLIP Loss: 680.299 Range Loss: 0.026 TV Loss: 1.858 Total Loss: 682.183 44%|####4 | 111/250 [01:05<01:28, 1.58it/s] CLIP Loss: 675.292 Range Loss: 0.026 TV Loss: 1.978 Total Loss: 677.296 45%|####4 | 112/250 [01:05<01:23, 1.66it/s] CLIP Loss: 672.942 Range Loss: 0.029 TV Loss: 2.021 Total Loss: 674.992 45%|####5 | 113/250 [01:06<01:20, 1.71it/s] CLIP Loss: 665.988 Range Loss: 0.034 TV Loss: 2.228 Total Loss: 668.250 46%|####5 | 114/250 [01:06<01:17, 1.75it/s] CLIP Loss: 659.410 Range Loss: 0.032 TV Loss: 2.351 Total Loss: 661.794 46%|####6 | 115/250 [01:07<01:16, 1.77it/s] CLIP Loss: 655.492 Range Loss: 0.034 TV Loss: 2.328 Total Loss: 657.855 46%|####6 | 116/250 [01:07<01:24, 1.59it/s] CLIP Loss: 649.510 Range Loss: 0.036 TV Loss: 2.303 Total Loss: 651.849 47%|####6 | 117/250 [01:08<01:19, 1.67it/s] CLIP Loss: 653.121 Range Loss: 0.041 TV Loss: 2.457 Total Loss: 655.619 47%|####7 | 118/250 [01:09<01:17, 1.71it/s] CLIP Loss: 653.362 Range Loss: 0.043 TV Loss: 2.545 Total Loss: 655.950 48%|####7 | 119/250 [01:09<01:15, 1.75it/s] CLIP Loss: 645.747 Range Loss: 0.047 TV Loss: 2.690 Total Loss: 648.484 48%|####8 | 120/250 [01:10<01:13, 1.78it/s] CLIP Loss: 649.729 Range Loss: 0.048 TV Loss: 2.754 Total Loss: 652.531 48%|####8 | 121/250 [01:10<01:20, 1.59it/s] CLIP Loss: 642.909 Range Loss: 0.043 TV Loss: 2.764 Total Loss: 645.716 49%|####8 | 122/250 [01:11<01:17, 1.66it/s] CLIP Loss: 643.981 Range Loss: 0.049 TV Loss: 2.817 Total Loss: 646.847 49%|####9 | 123/250 [01:11<01:14, 1.71it/s] CLIP Loss: 645.551 Range Loss: 0.052 TV Loss: 2.856 Total Loss: 648.459 50%|####9 | 124/250 [01:12<01:13, 1.73it/s] CLIP Loss: 638.906 Range Loss: 0.048 TV Loss: 2.968 Total Loss: 641.923 50%|##### | 125/250 [01:13<01:11, 1.76it/s] CLIP Loss: 641.203 Range Loss: 0.044 TV Loss: 3.109 Total Loss: 644.357 50%|##### | 126/250 [01:13<01:19, 1.57it/s] CLIP Loss: 641.850 Range Loss: 0.042 TV Loss: 3.376 Total Loss: 645.268 51%|##### | 127/250 [01:14<01:14, 1.65it/s] CLIP Loss: 638.065 Range Loss: 0.041 TV Loss: 3.458 Total Loss: 641.564 51%|#####1 | 128/250 [01:14<01:11, 1.70it/s] CLIP Loss: 636.203 Range Loss: 0.042 TV Loss: 3.624 Total Loss: 639.869 52%|#####1 | 129/250 [01:15<01:09, 1.74it/s] CLIP Loss: 640.000 Range Loss: 0.042 TV Loss: 3.817 Total Loss: 643.859 52%|#####2 | 130/250 [01:16<01:07, 1.78it/s] CLIP Loss: 645.812 Range Loss: 0.043 TV Loss: 4.038 Total Loss: 649.893 52%|#####2 | 131/250 [01:16<01:16, 1.56it/s] CLIP Loss: 648.624 Range Loss: 0.043 TV Loss: 4.140 Total Loss: 652.807 53%|#####2 | 132/250 [01:17<01:11, 1.64it/s] CLIP Loss: 646.961 Range Loss: 0.041 TV Loss: 4.300 Total Loss: 651.302 53%|#####3 | 133/250 [01:17<01:09, 1.69it/s] CLIP Loss: 644.640 Range Loss: 0.037 TV Loss: 4.504 Total Loss: 649.182 54%|#####3 | 134/250 [01:18<01:06, 1.73it/s] CLIP Loss: 646.840 Range Loss: 0.035 TV Loss: 4.779 Total Loss: 651.654 54%|#####4 | 135/250 [01:19<01:04, 1.77it/s] CLIP Loss: 648.812 Range Loss: 0.031 TV Loss: 4.999 Total Loss: 653.842 54%|#####4 | 136/250 [01:19<01:12, 1.58it/s] CLIP Loss: 649.144 Range Loss: 0.033 TV Loss: 5.112 Total Loss: 654.290 55%|#####4 | 137/250 [01:20<01:08, 1.66it/s] CLIP Loss: 644.191 Range Loss: 0.036 TV Loss: 5.303 Total Loss: 649.531 55%|#####5 | 138/250 [01:20<01:05, 1.70it/s] CLIP Loss: 645.918 Range Loss: 0.036 TV Loss: 5.523 Total Loss: 651.477 56%|#####5 | 139/250 [01:21<01:03, 1.74it/s] CLIP Loss: 642.456 Range Loss: 0.039 TV Loss: 5.776 Total Loss: 648.271 56%|#####6 | 140/250 [01:22<01:02, 1.77it/s] CLIP Loss: 644.789 Range Loss: 0.044 TV Loss: 6.056 Total Loss: 650.889 56%|#####6 | 141/250 [01:22<01:08, 1.60it/s] CLIP Loss: 644.479 Range Loss: 0.042 TV Loss: 6.349 Total Loss: 650.870 57%|#####6 | 142/250 [01:23<01:04, 1.67it/s] CLIP Loss: 641.192 Range Loss: 0.044 TV Loss: 6.553 Total Loss: 647.789 57%|#####7 | 143/250 [01:23<01:03, 1.70it/s] CLIP Loss: 646.366 Range Loss: 0.043 TV Loss: 6.715 Total Loss: 653.124 58%|#####7 | 144/250 [01:24<01:01, 1.74it/s] CLIP Loss: 649.157 Range Loss: 0.038 TV Loss: 6.959 Total Loss: 656.154 58%|#####8 | 145/250 [01:24<00:59, 1.77it/s] CLIP Loss: 646.253 Range Loss: 0.037 TV Loss: 7.309 Total Loss: 653.599 58%|#####8 | 146/250 [01:25<01:05, 1.59it/s] CLIP Loss: 646.037 Range Loss: 0.035 TV Loss: 7.574 Total Loss: 653.646 59%|#####8 | 147/250 [01:26<01:01, 1.66it/s] CLIP Loss: 644.108 Range Loss: 0.033 TV Loss: 7.915 Total Loss: 652.057 59%|#####9 | 148/250 [01:26<00:59, 1.70it/s] CLIP Loss: 647.482 Range Loss: 0.034 TV Loss: 8.178 Total Loss: 655.694 60%|#####9 | 149/250 [01:27<00:57, 1.75it/s] CLIP Loss: 647.341 Range Loss: 0.034 TV Loss: 8.573 Total Loss: 655.947 60%|###### | 150/250 [01:27<00:56, 1.78it/s] CLIP Loss: 651.468 Range Loss: 0.031 TV Loss: 8.951 Total Loss: 660.451 60%|###### | 151/250 [01:28<01:01, 1.60it/s] CLIP Loss: 647.965 Range Loss: 0.034 TV Loss: 9.370 Total Loss: 657.370 61%|###### | 152/250 [01:29<00:58, 1.68it/s] CLIP Loss: 643.584 Range Loss: 0.033 TV Loss: 9.692 Total Loss: 653.308 61%|######1 | 153/250 [01:29<00:56, 1.72it/s] CLIP Loss: 648.053 Range Loss: 0.032 TV Loss: 10.066 Total Loss: 658.151 62%|######1 | 154/250 [01:30<00:54, 1.75it/s] CLIP Loss: 649.396 Range Loss: 0.032 TV Loss: 10.408 Total Loss: 659.836 62%|######2 | 155/250 [01:30<00:53, 1.77it/s] CLIP Loss: 645.033 Range Loss: 0.030 TV Loss: 10.853 Total Loss: 655.916 62%|######2 | 156/250 [01:31<00:58, 1.60it/s] CLIP Loss: 648.702 Range Loss: 0.030 TV Loss: 11.183 Total Loss: 659.915 63%|######2 | 157/250 [01:32<00:55, 1.68it/s] CLIP Loss: 647.901 Range Loss: 0.033 TV Loss: 11.588 Total Loss: 659.522 63%|######3 | 158/250 [01:32<00:53, 1.71it/s] CLIP Loss: 646.250 Range Loss: 0.033 TV Loss: 12.017 Total Loss: 658.300 64%|######3 | 159/250 [01:33<00:52, 1.75it/s] CLIP Loss: 646.013 Range Loss: 0.032 TV Loss: 12.542 Total Loss: 658.587 64%|######4 | 160/250 [01:33<00:50, 1.77it/s] CLIP Loss: 644.041 Range Loss: 0.032 TV Loss: 13.030 Total Loss: 657.103 64%|######4 | 161/250 [01:34<00:55, 1.60it/s] CLIP Loss: 647.061 Range Loss: 0.031 TV Loss: 13.577 Total Loss: 660.670 65%|######4 | 162/250 [01:35<00:52, 1.67it/s] CLIP Loss: 648.777 Range Loss: 0.030 TV Loss: 14.055 Total Loss: 662.862 65%|######5 | 163/250 [01:35<00:51, 1.70it/s] CLIP Loss: 650.728 Range Loss: 0.031 TV Loss: 14.568 Total Loss: 665.327 66%|######5 | 164/250 [01:36<00:49, 1.74it/s] CLIP Loss: 645.052 Range Loss: 0.030 TV Loss: 15.178 Total Loss: 660.260 66%|######6 | 165/250 [01:36<00:48, 1.76it/s] CLIP Loss: 650.448 Range Loss: 0.030 TV Loss: 15.902 Total Loss: 666.380 66%|######6 | 166/250 [01:37<00:53, 1.57it/s] CLIP Loss: 647.806 Range Loss: 0.030 TV Loss: 16.483 Total Loss: 664.318 67%|######6 | 167/250 [01:38<00:50, 1.65it/s] CLIP Loss: 644.420 Range Loss: 0.031 TV Loss: 17.136 Total Loss: 661.586 67%|######7 | 168/250 [01:38<00:48, 1.68it/s] CLIP Loss: 646.683 Range Loss: 0.032 TV Loss: 17.731 Total Loss: 664.446 68%|######7 | 169/250 [01:39<00:47, 1.72it/s] CLIP Loss: 646.778 Range Loss: 0.032 TV Loss: 18.372 Total Loss: 665.182 68%|######8 | 170/250 [01:39<00:45, 1.76it/s] CLIP Loss: 648.376 Range Loss: 0.031 TV Loss: 19.059 Total Loss: 667.467 68%|######8 | 171/250 [01:40<00:49, 1.58it/s] CLIP Loss: 648.284 Range Loss: 0.031 TV Loss: 19.784 Total Loss: 668.100 69%|######8 | 172/250 [01:41<00:47, 1.63it/s] CLIP Loss: 650.183 Range Loss: 0.028 TV Loss: 20.427 Total Loss: 670.639 69%|######9 | 173/250 [01:41<00:45, 1.68it/s] CLIP Loss: 646.233 Range Loss: 0.029 TV Loss: 21.027 Total Loss: 667.288 70%|######9 | 174/250 [01:42<00:44, 1.72it/s] CLIP Loss: 646.945 Range Loss: 0.029 TV Loss: 21.750 Total Loss: 668.724 70%|####### | 175/250 [01:42<00:42, 1.75it/s] CLIP Loss: 650.536 Range Loss: 0.027 TV Loss: 22.336 Total Loss: 672.899 70%|####### | 176/250 [01:43<00:47, 1.56it/s] CLIP Loss: 648.527 Range Loss: 0.028 TV Loss: 23.100 Total Loss: 671.656 71%|####### | 177/250 [01:44<00:44, 1.64it/s] CLIP Loss: 650.454 Range Loss: 0.027 TV Loss: 23.969 Total Loss: 674.450 71%|#######1 | 178/250 [01:44<00:42, 1.69it/s] CLIP Loss: 649.601 Range Loss: 0.027 TV Loss: 24.650 Total Loss: 674.279 72%|#######1 | 179/250 [01:45<00:40, 1.73it/s] CLIP Loss: 652.054 Range Loss: 0.027 TV Loss: 25.402 Total Loss: 677.483 72%|#######2 | 180/250 [01:45<00:39, 1.77it/s] CLIP Loss: 645.935 Range Loss: 0.026 TV Loss: 26.274 Total Loss: 672.235 72%|#######2 | 181/250 [01:46<00:43, 1.59it/s] CLIP Loss: 647.909 Range Loss: 0.027 TV Loss: 27.037 Total Loss: 674.973 73%|#######2 | 182/250 [01:47<00:40, 1.67it/s] CLIP Loss: 646.627 Range Loss: 0.025 TV Loss: 27.860 Total Loss: 674.512 73%|#######3 | 183/250 [01:47<00:39, 1.70it/s] CLIP Loss: 646.482 Range Loss: 0.025 TV Loss: 28.567 Total Loss: 675.074 74%|#######3 | 184/250 [01:48<00:37, 1.75it/s] CLIP Loss: 645.620 Range Loss: 0.024 TV Loss: 29.257 Total Loss: 674.900 74%|#######4 | 185/250 [01:48<00:36, 1.78it/s] CLIP Loss: 649.510 Range Loss: 0.024 TV Loss: 30.026 Total Loss: 679.559 74%|#######4 | 186/250 [01:49<00:40, 1.59it/s] CLIP Loss: 647.022 Range Loss: 0.024 TV Loss: 30.887 Total Loss: 677.932 75%|#######4 | 187/250 [01:49<00:37, 1.66it/s] CLIP Loss: 649.909 Range Loss: 0.023 TV Loss: 31.593 Total Loss: 681.525 75%|#######5 | 188/250 [01:50<00:36, 1.70it/s] CLIP Loss: 646.024 Range Loss: 0.023 TV Loss: 32.404 Total Loss: 678.450 76%|#######5 | 189/250 [01:51<00:35, 1.73it/s] CLIP Loss: 649.889 Range Loss: 0.023 TV Loss: 33.206 Total Loss: 683.118 76%|#######6 | 190/250 [01:51<00:34, 1.76it/s] CLIP Loss: 650.447 Range Loss: 0.022 TV Loss: 33.933 Total Loss: 684.403 76%|#######6 | 191/250 [01:52<00:37, 1.58it/s] CLIP Loss: 647.204 Range Loss: 0.022 TV Loss: 34.799 Total Loss: 682.025 77%|#######6 | 192/250 [01:52<00:35, 1.65it/s] CLIP Loss: 647.128 Range Loss: 0.022 TV Loss: 35.502 Total Loss: 682.652 77%|#######7 | 193/250 [01:53<00:33, 1.69it/s] CLIP Loss: 645.488 Range Loss: 0.023 TV Loss: 36.206 Total Loss: 681.718 78%|#######7 | 194/250 [01:54<00:32, 1.74it/s] CLIP Loss: 644.793 Range Loss: 0.022 TV Loss: 36.880 Total Loss: 681.695 78%|#######8 | 195/250 [01:54<00:31, 1.76it/s] CLIP Loss: 649.515 Range Loss: 0.023 TV Loss: 37.538 Total Loss: 687.075 78%|#######8 | 196/250 [01:55<00:33, 1.59it/s] CLIP Loss: 646.805 Range Loss: 0.024 TV Loss: 38.217 Total Loss: 685.045 79%|#######8 | 197/250 [01:55<00:31, 1.67it/s] CLIP Loss: 651.117 Range Loss: 0.023 TV Loss: 38.921 Total Loss: 690.062 79%|#######9 | 198/250 [01:56<00:30, 1.71it/s] CLIP Loss: 654.973 Range Loss: 0.024 TV Loss: 39.528 Total Loss: 694.525 80%|#######9 | 199/250 [01:57<00:29, 1.75it/s] CLIP Loss: 649.106 Range Loss: 0.023 TV Loss: 39.953 Total Loss: 689.082 80%|######## | 200/250 [01:57<00:28, 1.78it/s] CLIP Loss: 654.651 Range Loss: 0.022 TV Loss: 40.325 Total Loss: 694.998 80%|######## | 201/250 [01:58<00:30, 1.61it/s] CLIP Loss: 653.069 Range Loss: 0.021 TV Loss: 40.777 Total Loss: 693.866 81%|######## | 202/250 [01:58<00:28, 1.68it/s] CLIP Loss: 645.897 Range Loss: 0.022 TV Loss: 41.127 Total Loss: 687.047 81%|########1 | 203/250 [01:59<00:27, 1.72it/s] CLIP Loss: 645.033 Range Loss: 0.022 TV Loss: 41.430 Total Loss: 686.484 82%|########1 | 204/250 [01:59<00:26, 1.74it/s] CLIP Loss: 648.296 Range Loss: 0.021 TV Loss: 41.656 Total Loss: 689.973 82%|########2 | 205/250 [02:00<00:25, 1.76it/s] CLIP Loss: 652.116 Range Loss: 0.022 TV Loss: 41.861 Total Loss: 693.999 82%|########2 | 206/250 [02:01<00:27, 1.59it/s] CLIP Loss: 651.452 Range Loss: 0.022 TV Loss: 41.919 Total Loss: 693.392 83%|########2 | 207/250 [02:01<00:25, 1.66it/s] CLIP Loss: 651.016 Range Loss: 0.021 TV Loss: 41.971 Total Loss: 693.008 83%|########3 | 208/250 [02:02<00:24, 1.71it/s] CLIP Loss: 657.651 Range Loss: 0.020 TV Loss: 42.102 Total Loss: 699.773 84%|########3 | 209/250 [02:02<00:23, 1.74it/s] CLIP Loss: 646.542 Range Loss: 0.021 TV Loss: 42.070 Total Loss: 688.633 84%|########4 | 210/250 [02:03<00:22, 1.77it/s] CLIP Loss: 649.631 Range Loss: 0.021 TV Loss: 42.092 Total Loss: 691.744 84%|########4 | 211/250 [02:04<00:24, 1.61it/s] CLIP Loss: 644.504 Range Loss: 0.020 TV Loss: 41.933 Total Loss: 686.457 85%|########4 | 212/250 [02:04<00:22, 1.68it/s] CLIP Loss: 647.809 Range Loss: 0.019 TV Loss: 41.738 Total Loss: 689.565 85%|########5 | 213/250 [02:05<00:21, 1.72it/s] CLIP Loss: 648.191 Range Loss: 0.019 TV Loss: 41.518 Total Loss: 689.729 86%|########5 | 214/250 [02:05<00:20, 1.76it/s] CLIP Loss: 653.721 Range Loss: 0.019 TV Loss: 41.239 Total Loss: 694.979 86%|########6 | 215/250 [02:06<00:19, 1.78it/s] CLIP Loss: 653.629 Range Loss: 0.019 TV Loss: 40.820 Total Loss: 694.468 86%|########6 | 216/250 [02:07<00:21, 1.61it/s] CLIP Loss: 651.680 Range Loss: 0.019 TV Loss: 40.336 Total Loss: 692.036 87%|########6 | 217/250 [02:07<00:19, 1.67it/s] CLIP Loss: 651.262 Range Loss: 0.019 TV Loss: 39.781 Total Loss: 691.062 87%|########7 | 218/250 [02:08<00:18, 1.71it/s] CLIP Loss: 649.889 Range Loss: 0.018 TV Loss: 39.088 Total Loss: 688.995 88%|########7 | 219/250 [02:08<00:17, 1.75it/s] CLIP Loss: 650.567 Range Loss: 0.019 TV Loss: 38.441 Total Loss: 689.027 88%|########8 | 220/250 [02:09<00:16, 1.77it/s] CLIP Loss: 650.781 Range Loss: 0.019 TV Loss: 37.759 Total Loss: 688.559 88%|########8 | 221/250 [02:10<00:17, 1.62it/s] CLIP Loss: 652.006 Range Loss: 0.019 TV Loss: 36.891 Total Loss: 688.916 89%|########8 | 222/250 [02:10<00:16, 1.69it/s] CLIP Loss: 649.151 Range Loss: 0.019 TV Loss: 36.072 Total Loss: 685.242 89%|########9 | 223/250 [02:11<00:15, 1.72it/s] CLIP Loss: 646.213 Range Loss: 0.019 TV Loss: 35.177 Total Loss: 681.410 90%|########9 | 224/250 [02:11<00:14, 1.76it/s] CLIP Loss: 644.400 Range Loss: 0.018 TV Loss: 34.182 Total Loss: 678.600 90%|######### | 225/250 [02:12<00:14, 1.78it/s] CLIP Loss: 648.071 Range Loss: 0.018 TV Loss: 33.110 Total Loss: 681.199 90%|######### | 226/250 [02:13<00:15, 1.60it/s] CLIP Loss: 650.552 Range Loss: 0.018 TV Loss: 31.975 Total Loss: 682.545 91%|######### | 227/250 [02:13<00:13, 1.67it/s] CLIP Loss: 643.359 Range Loss: 0.018 TV Loss: 30.853 Total Loss: 674.230 91%|#########1| 228/250 [02:14<00:12, 1.71it/s] CLIP Loss: 649.520 Range Loss: 0.018 TV Loss: 29.629 Total Loss: 679.167 92%|#########1| 229/250 [02:14<00:12, 1.75it/s] CLIP Loss: 647.136 Range Loss: 0.018 TV Loss: 28.283 Total Loss: 675.438 92%|#########2| 230/250 [02:15<00:11, 1.78it/s] CLIP Loss: 649.140 Range Loss: 0.017 TV Loss: 26.999 Total Loss: 676.156 92%|#########2| 231/250 [02:15<00:11, 1.59it/s] CLIP Loss: 648.104 Range Loss: 0.017 TV Loss: 25.686 Total Loss: 673.807 93%|#########2| 232/250 [02:16<00:10, 1.66it/s] CLIP Loss: 649.329 Range Loss: 0.017 TV Loss: 24.336 Total Loss: 673.683 93%|#########3| 233/250 [02:17<00:10, 1.69it/s] CLIP Loss: 648.400 Range Loss: 0.017 TV Loss: 22.981 Total Loss: 671.397 94%|#########3| 234/250 [02:17<00:09, 1.73it/s] CLIP Loss: 648.816 Range Loss: 0.016 TV Loss: 21.567 Total Loss: 670.399 94%|#########3| 235/250 [02:18<00:08, 1.76it/s] CLIP Loss: 648.306 Range Loss: 0.016 TV Loss: 20.156 Total Loss: 668.479 94%|#########4| 236/250 [02:19<00:09, 1.54it/s] CLIP Loss: 642.442 Range Loss: 0.016 TV Loss: 18.727 Total Loss: 661.185 95%|#########4| 237/250 [02:19<00:08, 1.62it/s] CLIP Loss: 644.273 Range Loss: 0.016 TV Loss: 17.347 Total Loss: 661.635 95%|#########5| 238/250 [02:20<00:07, 1.68it/s] CLIP Loss: 645.265 Range Loss: 0.015 TV Loss: 15.992 Total Loss: 661.272 96%|#########5| 239/250 [02:20<00:06, 1.71it/s] CLIP Loss: 646.692 Range Loss: 0.015 TV Loss: 14.673 Total Loss: 661.380 96%|#########6| 240/250 [02:21<00:05, 1.75it/s] CLIP Loss: 648.577 Range Loss: 0.015 TV Loss: 13.400 Total Loss: 661.992 96%|#########6| 241/250 [02:21<00:05, 1.56it/s] CLIP Loss: 645.580 Range Loss: 0.015 TV Loss: 12.184 Total Loss: 657.779 97%|#########6| 242/250 [02:22<00:04, 1.64it/s] CLIP Loss: 643.902 Range Loss: 0.015 TV Loss: 11.037 Total Loss: 654.954 97%|#########7| 243/250 [02:23<00:04, 1.69it/s] CLIP Loss: 648.145 Range Loss: 0.014 TV Loss: 9.924 Total Loss: 658.083 98%|#########7| 244/250 [02:23<00:03, 1.74it/s] CLIP Loss: 648.148 Range Loss: 0.014 TV Loss: 8.938 Total Loss: 657.100 98%|#########8| 245/250 [02:24<00:02, 1.77it/s] CLIP Loss: 650.983 Range Loss: 0.014 TV Loss: 8.028 Total Loss: 659.025 98%|#########8| 246/250 [02:24<00:02, 1.59it/s] CLIP Loss: 650.411 Range Loss: 0.013 TV Loss: 7.239 Total Loss: 657.662 99%|#########8| 247/250 [02:25<00:01, 1.67it/s] CLIP Loss: 651.936 Range Loss: 0.013 TV Loss: 6.580 Total Loss: 658.529 99%|#########9| 248/250 [02:26<00:01, 1.71it/s] CLIP Loss: 650.844 Range Loss: 0.013 TV Loss: 6.070 Total Loss: 656.927 100%|#########9| 249/250 [02:26<00:00, 1.75it/s] CLIP Loss: 658.261 Range Loss: 0.013 TV Loss: 5.701 Total Loss: 663.975 100%|##########| 250/250 [02:27<00:00, 1.59it/s] 100%|##########| 250/250 [02:27<00:00, 1.70it/s]
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