daanelson / plug_and_play_image_translation

Edit an image using features from diffusion models

Cold

Public
8.6K runs
A100 (80GB)
GitHub
Paper

Run with an API

Playground API Examples README Versions

Prediction

daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8

Model

daanelson/plug_and_play_image_translation:f41455dc

c3dmylmonrcwbcs3dkp6wtyrae

Status

Succeeded

Source

Web

Hardware

–

Total duration

4m 24s

Created

about 2 years ago by @arielreplicate

Input

input_image
negative_prompt: a photo of a white horse
translation_prompts: a photo of a robot horse;a photo of a bronze horse in a museum;a photo of a pink toy horse on the beach
negative_prompt_alpha: 1
feature_injection_threshold: 0.8

{
  "input_image": "https://replicate.delivery/pbxt/IIh6KBwyj0QL3HSIy2YZkJ1sM1A5FrTqtVe5B0Ez9wGFZHyy/horse.png",
  "negative_prompt": "a photo of a white horse",
  "translation_prompts": "a photo of a robot horse;a photo of a bronze horse in a museum;a photo of a pink toy horse on the beach",
  "negative_prompt_alpha": 1,
  "feature_injection_threshold": 0.8
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
  {
    input: {
      input_image: "https://replicate.delivery/pbxt/IIh6KBwyj0QL3HSIy2YZkJ1sM1A5FrTqtVe5B0Ez9wGFZHyy/horse.png",
      negative_prompt: "a photo of a white horse",
      translation_prompts: "a photo of a robot horse;a photo of a bronze horse in a museum;a photo of a pink toy horse on the beach",
      negative_prompt_alpha: 1,
      feature_injection_threshold: 0.8
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
    input={
        "input_image": "https://replicate.delivery/pbxt/IIh6KBwyj0QL3HSIy2YZkJ1sM1A5FrTqtVe5B0Ez9wGFZHyy/horse.png",
        "negative_prompt": "a photo of a white horse",
        "translation_prompts": "a photo of a robot horse;a photo of a bronze horse in a museum;a photo of a pink toy horse on the beach",
        "negative_prompt_alpha": 1,
        "feature_injection_threshold": 0.8
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run daanelson/plug_and_play_image_translation 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": "f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
    "input": {
      "input_image": "https://replicate.delivery/pbxt/IIh6KBwyj0QL3HSIy2YZkJ1sM1A5FrTqtVe5B0Ez9wGFZHyy/horse.png",
      "negative_prompt": "a photo of a white horse",
      "translation_prompts": "a photo of a robot horse;a photo of a bronze horse in a museum;a photo of a pink toy horse on the beach",
      "negative_prompt_alpha": 1,
      "feature_injection_threshold": 0.8
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2023-02-12T10:11:25.329607Z",
  "created_at": "2023-02-12T10:07:01.036032Z",
  "data_removed": false,
  "error": null,
  "id": "c3dmylmonrcwbcs3dkp6wtyrae",
  "input": {
    "input_image": "https://replicate.delivery/pbxt/IIh6KBwyj0QL3HSIy2YZkJ1sM1A5FrTqtVe5B0Ez9wGFZHyy/horse.png",
    "negative_prompt": "a photo of a white horse",
    "translation_prompts": "a photo of a robot horse;a photo of a bronze horse in a museum;a photo of a pink toy horse on the beach",
    "negative_prompt_alpha": 1,
    "feature_injection_threshold": 0.8
  },
  "logs": "Global seed set to 50\nloaded input image of size (512, 512) from /tmp/tmpjn4wp4pbhorse.png\nRunning DDIM inversion with 999 timesteps\nDDIM Inversion:   0%|          | 0/999 [00:00<?, ?it/s]\nDDIM Inversion:   0%|          | 2/999 [00:00<01:30, 10.97it/s]\nDDIM Inversion:   0%|          | 4/999 [00:00<01:26, 11.54it/s]\nDDIM Inversion:   1%|          | 6/999 [00:00<01:26, 11.50it/s]\nDDIM Inversion:   1%|          | 8/999 [00:00<01:23, 11.92it/s]\nDDIM Inversion:   1%|          | 10/999 [00:00<01:20, 12.23it/s]\nDDIM Inversion:   1%|          | 12/999 [00:00<01:19, 12.48it/s]\nDDIM Inversion:   1%|▏         | 14/999 [00:01<01:17, 12.67it/s]\nDDIM Inversion:   2%|▏         | 16/999 [00:01<01:17, 12.75it/s]\nDDIM Inversion:   2%|▏         | 18/999 [00:01<01:20, 12.17it/s]\nDDIM Inversion:   2%|▏         | 20/999 [00:01<01:19, 12.28it/s]\nDDIM Inversion:   2%|▏         | 22/999 [00:01<01:21, 11.98it/s]\nDDIM Inversion:   2%|▏         | 24/999 [00:02<01:24, 11.56it/s]\nDDIM 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  | 680/999 [00:59<00:29, 10.71it/s]\nDDIM Inversion:  68%|██████▊   | 682/999 [00:59<00:30, 10.32it/s]\nDDIM Inversion:  68%|██████▊   | 684/999 [00:59<00:30, 10.35it/s]\nDDIM Inversion:  69%|██████▊   | 686/999 [00:59<00:30, 10.27it/s]\nDDIM Inversion:  69%|██████▉   | 688/999 [00:59<00:30, 10.30it/s]\nDDIM Inversion:  69%|██████▉   | 690/999 [01:00<00:29, 10.47it/s]\nDDIM Inversion:  69%|██████▉   | 692/999 [01:00<00:29, 10.48it/s]\nDDIM Inversion:  69%|██████▉   | 694/999 [01:00<00:29, 10.40it/s]\nDDIM Inversion:  70%|██████▉   | 696/999 [01:00<00:28, 10.68it/s]\nDDIM Inversion:  70%|██████▉   | 698/999 [01:00<00:27, 10.79it/s]\nDDIM Inversion:  70%|███████   | 700/999 [01:01<00:27, 10.71it/s]\nDDIM Inversion:  70%|███████   | 702/999 [01:01<00:27, 10.87it/s]\nDDIM Inversion:  70%|███████   | 704/999 [01:01<00:28, 10.39it/s]\nDDIM Inversion:  71%|███████   | 706/999 [01:01<00:28, 10.34it/s]\nDDIM Inversion:  71%|███████   | 708/999 [01:01<00:27, 10.48it/s]\nDDIM Inversion:  71%|███████   | 710/999 [01:02<00:27, 10.45it/s]\nDDIM Inversion:  71%|███████▏  | 712/999 [01:02<00:27, 10.49it/s]\nDDIM Inversion:  71%|███████▏  | 714/999 [01:02<00:27, 10.34it/s]\nDDIM Inversion:  72%|███████▏  | 716/999 [01:02<00:27, 10.46it/s]\nDDIM Inversion:  72%|███████▏  | 718/999 [01:02<00:27, 10.35it/s]\nDDIM Inversion:  72%|███████▏  | 720/999 [01:03<00:26, 10.61it/s]\nDDIM Inversion:  72%|███████▏  | 722/999 [01:03<00:26, 10.62it/s]\nDDIM Inversion:  72%|███████▏  | 724/999 [01:03<00:26, 10.55it/s]\nDDIM Inversion:  73%|███████▎  | 726/999 [01:03<00:25, 10.58it/s]\nDDIM Inversion:  73%|███████▎  | 728/999 [01:03<00:25, 10.64it/s]\nDDIM Inversion:  73%|███████▎  | 730/999 [01:03<00:24, 11.06it/s]\nDDIM Inversion:  73%|███████▎  | 732/999 [01:04<00:23, 11.17it/s]\nDDIM Inversion:  73%|███████▎  | 734/999 [01:04<00:23, 11.33it/s]\nDDIM Inversion:  74%|███████▎  | 736/999 [01:04<00:23, 11.38it/s]\nDDIM Inversion:  74%|███████▍  | 738/999 [01:04<00:22, 11.67it/s]\nDDIM Inversion:  74%|███████▍  | 740/999 [01:04<00:21, 12.03it/s]\nDDIM Inversion:  74%|███████▍  | 742/999 [01:04<00:20, 12.29it/s]\nDDIM Inversion:  74%|███████▍  | 744/999 [01:05<00:21, 11.90it/s]\nDDIM Inversion:  75%|███████▍  | 746/999 [01:05<00:21, 11.53it/s]\nDDIM Inversion:  75%|███████▍  | 748/999 [01:05<00:21, 11.44it/s]\nDDIM Inversion:  75%|███████▌  | 750/999 [01:05<00:21, 11.38it/s]\nDDIM Inversion:  75%|███████▌  | 752/999 [01:05<00:21, 11.26it/s]\nDDIM Inversion:  75%|███████▌  | 754/999 [01:05<00:21, 11.49it/s]\nDDIM Inversion:  76%|███████▌  | 756/999 [01:06<00:22, 10.92it/s]\nDDIM Inversion:  76%|███████▌  | 758/999 [01:06<00:23, 10.20it/s]\nDDIM Inversion:  76%|███████▌  | 760/999 [01:06<00:23, 10.17it/s]\nDDIM Inversion:  76%|███████▋  | 762/999 [01:06<00:23, 10.12it/s]\nDDIM Inversion:  76%|███████▋  | 764/999 [01:06<00:22, 10.54it/s]\nDDIM Inversion:  77%|███████▋  | 766/999 [01:07<00:21, 10.74it/s]\nDDIM Inversion:  77%|███████▋  | 768/999 [01:07<00:21, 10.56it/s]\nDDIM Inversion:  77%|███████▋  | 770/999 [01:07<00:21, 10.74it/s]\nDDIM Inversion:  77%|███████▋  | 772/999 [01:07<00:21, 10.79it/s]\nDDIM Inversion:  77%|███████▋  | 774/999 [01:07<00:20, 11.05it/s]\nDDIM Inversion:  78%|███████▊  | 776/999 [01:08<00:20, 10.97it/s]\nDDIM Inversion:  78%|███████▊  | 778/999 [01:08<00:20, 10.82it/s]\nDDIM Inversion:  78%|███████▊  | 780/999 [01:08<00:20, 10.75it/s]\nDDIM Inversion:  78%|███████▊  | 782/999 [01:08<00:20, 10.79it/s]\nDDIM Inversion:  78%|███████▊  | 784/999 [01:08<00:19, 10.97it/s]\nDDIM Inversion:  79%|███████▊  | 786/999 [01:08<00:19, 11.06it/s]\nDDIM Inversion:  79%|███████▉  | 788/999 [01:09<00:19, 11.00it/s]\nDDIM Inversion:  79%|███████▉  | 790/999 [01:09<00:19, 10.85it/s]\nDDIM Inversion:  79%|███████▉  | 792/999 [01:09<00:19, 10.85it/s]\nDDIM Inversion:  79%|███████▉  | 794/999 [01:09<00:18, 10.98it/s]\nDDIM Inversion:  80%|███████▉  | 796/999 [01:09<00:18, 10.85it/s]\nDDIM Inversion:  80%|███████▉  | 798/999 [01:10<00:18, 10.96it/s]\nDDIM Inversion:  80%|████████  | 800/999 [01:10<00:18, 10.99it/s]\nDDIM Inversion:  80%|████████  | 802/999 [01:10<00:18, 10.94it/s]\nDDIM Inversion:  80%|████████  | 804/999 [01:10<00:18, 10.81it/s]\nDDIM Inversion:  81%|████████  | 806/999 [01:10<00:18, 10.63it/s]\nDDIM Inversion:  81%|████████  | 808/999 [01:11<00:17, 10.82it/s]\nDDIM Inversion:  81%|████████  | 810/999 [01:11<00:17, 11.02it/s]\nDDIM Inversion:  81%|████████▏ | 812/999 [01:11<00:16, 11.12it/s]\nDDIM Inversion:  81%|████████▏ | 814/999 [01:11<00:16, 11.45it/s]\nDDIM Inversion:  82%|████████▏ | 816/999 [01:11<00:16, 11.33it/s]\nDDIM Inversion:  82%|████████▏ | 818/999 [01:11<00:16, 11.04it/s]\nDDIM Inversion:  82%|████████▏ | 820/999 [01:12<00:15, 11.31it/s]\nDDIM Inversion:  82%|████████▏ | 822/999 [01:12<00:15, 11.25it/s]\nDDIM Inversion:  82%|████████▏ | 824/999 [01:12<00:15, 11.22it/s]\nDDIM Inversion:  83%|████████▎ | 826/999 [01:12<00:15, 11.48it/s]\nDDIM Inversion:  83%|████████▎ | 828/999 [01:12<00:14, 11.51it/s]\nDDIM Inversion:  83%|████████▎ | 830/999 [01:12<00:14, 11.42it/s]\nDDIM Inversion:  83%|████████▎ | 832/999 [01:13<00:14, 11.23it/s]\nDDIM Inversion:  83%|████████▎ | 834/999 [01:13<00:14, 11.11it/s]\nDDIM Inversion:  84%|████████▎ | 836/999 [01:13<00:14, 10.88it/s]\nDDIM Inversion:  84%|████████▍ | 838/999 [01:13<00:14, 11.06it/s]\nDDIM Inversion:  84%|████████▍ | 840/999 [01:13<00:14, 11.13it/s]\nDDIM Inversion:  84%|████████▍ | 842/999 [01:14<00:13, 11.44it/s]\nDDIM Inversion:  84%|████████▍ | 844/999 [01:14<00:13, 11.52it/s]\nDDIM Inversion:  85%|████████▍ | 846/999 [01:14<00:13, 11.65it/s]\nDDIM Inversion:  85%|████████▍ | 848/999 [01:14<00:13, 10.96it/s]\nDDIM Inversion:  85%|████████▌ | 850/999 [01:14<00:13, 11.06it/s]\nDDIM Inversion:  85%|████████▌ | 852/999 [01:14<00:13, 11.08it/s]\nDDIM Inversion:  85%|████████▌ | 854/999 [01:15<00:13, 11.12it/s]\nDDIM Inversion:  86%|████████▌ | 856/999 [01:15<00:12, 11.00it/s]\nDDIM Inversion:  86%|████████▌ | 858/999 [01:15<00:12, 11.15it/s]\nDDIM Inversion:  86%|████████▌ | 860/999 [01:15<00:12, 11.49it/s]\nDDIM Inversion:  86%|████████▋ | 862/999 [01:15<00:12, 11.36it/s]\nDDIM Inversion:  86%|████████▋ | 864/999 [01:16<00:12, 11.14it/s]\nDDIM Inversion:  87%|████████▋ | 866/999 [01:16<00:11, 11.11it/s]\nDDIM Inversion:  87%|████████▋ | 868/999 [01:16<00:11, 11.09it/s]\nDDIM Inversion:  87%|████████▋ | 870/999 [01:16<00:11, 11.16it/s]\nDDIM Inversion:  87%|████████▋ | 872/999 [01:16<00:11, 11.08it/s]\nDDIM Inversion:  87%|████████▋ | 874/999 [01:16<00:11, 11.23it/s]\nDDIM Inversion:  88%|████████▊ | 876/999 [01:17<00:10, 11.26it/s]\nDDIM Inversion:  88%|████████▊ | 878/999 [01:17<00:10, 11.73it/s]\nDDIM Inversion:  88%|████████▊ | 880/999 [01:17<00:10, 11.65it/s]\nDDIM Inversion:  88%|████████▊ | 882/999 [01:17<00:10, 11.47it/s]\nDDIM Inversion:  88%|████████▊ | 884/999 [01:17<00:10, 11.14it/s]\nDDIM Inversion:  89%|████████▊ | 886/999 [01:17<00:10, 11.12it/s]\nDDIM Inversion:  89%|████████▉ | 888/999 [01:18<00:09, 11.41it/s]\nDDIM Inversion:  89%|████████▉ | 890/999 [01:18<00:09, 11.65it/s]\nDDIM Inversion:  89%|████████▉ | 892/999 [01:18<00:09, 11.37it/s]\nDDIM Inversion:  89%|████████▉ | 894/999 [01:18<00:08, 11.77it/s]\nDDIM Inversion:  90%|████████▉ | 896/999 [01:18<00:08, 11.49it/s]\nDDIM Inversion:  90%|████████▉ | 898/999 [01:18<00:08, 11.61it/s]\nDDIM Inversion:  90%|█████████ | 900/999 [01:19<00:08, 11.72it/s]\nDDIM Inversion:  90%|█████████ | 902/999 [01:19<00:08, 11.52it/s]\nDDIM Inversion:  90%|█████████ | 904/999 [01:19<00:08, 11.63it/s]\nDDIM Inversion:  91%|█████████ | 906/999 [01:19<00:07, 11.76it/s]\nDDIM Inversion:  91%|█████████ | 908/999 [01:19<00:07, 11.60it/s]\nDDIM Inversion:  91%|█████████ | 910/999 [01:20<00:07, 11.30it/s]\nDDIM Inversion:  91%|█████████▏| 912/999 [01:20<00:07, 11.14it/s]\nDDIM Inversion:  91%|█████████▏| 914/999 [01:20<00:07, 11.09it/s]\nDDIM Inversion:  92%|█████████▏| 916/999 [01:20<00:07, 10.84it/s]\nDDIM Inversion:  92%|█████████▏| 918/999 [01:20<00:07, 10.93it/s]\nDDIM Inversion:  92%|█████████▏| 920/999 [01:20<00:07, 10.59it/s]\nDDIM Inversion:  92%|█████████▏| 922/999 [01:21<00:07, 10.80it/s]\nDDIM Inversion:  92%|█████████▏| 924/999 [01:21<00:06, 11.12it/s]\nDDIM Inversion:  93%|█████████▎| 926/999 [01:21<00:06, 10.98it/s]\nDDIM Inversion:  93%|█████████▎| 928/999 [01:21<00:06, 10.73it/s]\nDDIM Inversion:  93%|█████████▎| 930/999 [01:21<00:06, 10.70it/s]\nDDIM Inversion:  93%|█████████▎| 932/999 [01:22<00:06, 10.70it/s]\nDDIM Inversion:  93%|█████████▎| 934/999 [01:22<00:05, 11.11it/s]\nDDIM Inversion:  94%|█████████▎| 936/999 [01:22<00:05, 10.95it/s]\nDDIM Inversion:  94%|█████████▍| 938/999 [01:22<00:05, 11.17it/s]\nDDIM Inversion:  94%|█████████▍| 940/999 [01:22<00:05, 11.04it/s]\nDDIM Inversion:  94%|█████████▍| 942/999 [01:22<00:05, 10.77it/s]\nDDIM Inversion:  94%|█████████▍| 944/999 [01:23<00:04, 11.13it/s]\nDDIM Inversion:  95%|█████████▍| 946/999 [01:23<00:04, 11.13it/s]\nDDIM Inversion:  95%|█████████▍| 948/999 [01:23<00:04, 10.54it/s]\nDDIM Inversion:  95%|█████████▌| 950/999 [01:23<00:04, 10.51it/s]\nDDIM Inversion:  95%|█████████▌| 952/999 [01:23<00:04, 10.67it/s]\nDDIM Inversion:  95%|█████████▌| 954/999 [01:24<00:04, 10.69it/s]\nDDIM Inversion:  96%|█████████▌| 956/999 [01:24<00:04, 10.65it/s]\nDDIM Inversion:  96%|█████████▌| 958/999 [01:24<00:03, 10.50it/s]\nDDIM Inversion:  96%|█████████▌| 960/999 [01:24<00:03, 10.58it/s]\nDDIM Inversion:  96%|█████████▋| 962/999 [01:24<00:03, 10.57it/s]\nDDIM Inversion:  96%|█████████▋| 964/999 [01:25<00:03, 10.65it/s]\nDDIM Inversion:  97%|█████████▋| 966/999 [01:25<00:03, 10.46it/s]\nDDIM Inversion:  97%|█████████▋| 968/999 [01:25<00:03, 10.10it/s]\nDDIM Inversion:  97%|█████████▋| 970/999 [01:25<00:02, 10.24it/s]\nDDIM Inversion:  97%|█████████▋| 972/999 [01:25<00:02, 10.03it/s]\nDDIM Inversion:  97%|█████████▋| 974/999 [01:26<00:02,  9.93it/s]\nDDIM Inversion:  98%|█████████▊| 975/999 [01:26<00:02,  9.91it/s]\nDDIM Inversion:  98%|█████████▊| 976/999 [01:26<00:02,  9.68it/s]\nDDIM Inversion:  98%|█████████▊| 977/999 [01:26<00:02,  9.72it/s]\nDDIM Inversion:  98%|█████████▊| 979/999 [01:26<00:01, 10.14it/s]\nDDIM Inversion:  98%|█████████▊| 981/999 [01:26<00:01, 10.22it/s]\nDDIM Inversion:  98%|█████████▊| 983/999 [01:26<00:01, 10.27it/s]\nDDIM Inversion:  99%|█████████▊| 985/999 [01:27<00:01, 10.64it/s]\nDDIM Inversion:  99%|█████████▉| 987/999 [01:27<00:01, 10.80it/s]\nDDIM Inversion:  99%|█████████▉| 989/999 [01:27<00:00, 10.78it/s]\nDDIM Inversion:  99%|█████████▉| 991/999 [01:27<00:00, 11.08it/s]\nDDIM Inversion:  99%|█████████▉| 993/999 [01:27<00:00, 11.24it/s]\nDDIM Inversion: 100%|█████████▉| 995/999 [01:28<00:00, 11.02it/s]\nDDIM Inversion: 100%|█████████▉| 997/999 [01:28<00:00, 10.78it/s]\nDDIM Inversion: 100%|██████████| 999/999 [01:28<00:00, 10.94it/s]\nDDIM Inversion: 100%|██████████| 999/999 [01:28<00:00, 11.30it/s]\nData shape for DDIM sampling is (1, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 999 timesteps\nSelected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341\n361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701\n721 741 761 781 801 821 841 861 881 901 921 941 961 981]\nDDIM Sampler:   0%|          | 0/999 [00:00<?, ?it/s]\nDDIM Sampler:   0%|          | 2/999 [00:00<01:38, 10.13it/s]\nDDIM Sampler:   0%|          | 4/999 [00:00<01:34, 10.54it/s]\nDDIM Sampler:   1%|          | 6/999 [00:00<01:31, 10.89it/s]\nDDIM Sampler:   1%|          | 8/999 [00:00<01:29, 11.04it/s]\nDDIM Sampler:   1%|          | 10/999 [00:00<01:28, 11.11it/s]\nDDIM Sampler:   1%|          | 12/999 [00:01<01:28, 11.17it/s]\nDDIM Sampler:   1%|▏         | 14/999 [00:01<01:27, 11.20it/s]\nDDIM Sampler:   2%|▏         | 16/999 [00:01<01:28, 11.15it/s]\nDDIM Sampler:   2%|▏         | 18/999 [00:01<01:28, 11.14it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 36.05it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 11.82it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:01<00:00,  7.93it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  8.79it/s]\nDDIM Sampler:   2%|▏         | 20/999 [00:03<05:37,  2.90it/s]\nDDIM Sampler:   2%|▏         | 22/999 [00:03<04:21,  3.74it/s]\nDDIM Sampler:   2%|▏         | 24/999 [00:03<03:29,  4.65it/s]\nDDIM Sampler:   3%|▎         | 25/999 [00:03<03:10,  5.12it/s]\nDDIM Sampler:   3%|▎         | 26/999 [00:04<02:51,  5.68it/s]\nDDIM Sampler:   3%|▎         | 27/999 [00:04<02:34,  6.29it/s]\nDDIM Sampler:   3%|▎         | 29/999 [00:04<02:07,  7.61it/s]\nDDIM Sampler:   3%|▎         | 31/999 [00:04<01:52,  8.57it/s]\nDDIM Sampler:   3%|▎         | 33/999 [00:04<01:43,  9.34it/s]\nDDIM Sampler:   4%|▎         | 35/999 [00:04<01:37,  9.90it/s]\nDDIM Sampler:   4%|▎         | 37/999 [00:05<01:36,  9.95it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 104.18it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 88.82it/s]\nDDIM Sampler:   4%|▍         | 39/999 [00:05<02:28,  6.46it/s]\nDDIM Sampler:   4%|▍         | 41/999 [00:05<02:10,  7.35it/s]\nDDIM Sampler:   4%|▍         | 42/999 [00:05<02:04,  7.69it/s]\nDDIM Sampler:   4%|▍         | 43/999 [00:06<02:00,  7.93it/s]\nDDIM Sampler:   4%|▍         | 44/999 [00:06<01:55,  8.30it/s]\nDDIM Sampler:   5%|▍         | 45/999 [00:06<01:50,  8.65it/s]\nDDIM Sampler:   5%|▍         | 46/999 [00:06<01:48,  8.79it/s]\nDDIM Sampler:   5%|▍         | 47/999 [00:06<01:45,  9.07it/s]\nDDIM Sampler:   5%|▍         | 49/999 [00:06<01:36,  9.85it/s]\nDDIM Sampler:   5%|▌         | 51/999 [00:06<01:35,  9.97it/s]\nDDIM Sampler:   5%|▌         | 53/999 [00:06<01:33, 10.15it/s]\nDDIM Sampler:   6%|▌         | 55/999 [00:07<01:30, 10.40it/s]\nDDIM Sampler:   6%|▌         | 57/999 [00:07<01:30, 10.46it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.72it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.30it/s]\nDDIM Sampler:   6%|▌         | 59/999 [00:07<02:16,  6.91it/s]\nDDIM Sampler:   6%|▌         | 60/999 [00:07<02:08,  7.29it/s]\nDDIM Sampler:   6%|▌         | 61/999 [00:08<02:01,  7.69it/s]\nDDIM Sampler:   6%|▌         | 62/999 [00:08<01:56,  8.03it/s]\nDDIM Sampler:   6%|▋         | 64/999 [00:08<01:43,  9.02it/s]\nDDIM Sampler:   7%|▋         | 66/999 [00:08<01:36,  9.69it/s]\nDDIM Sampler:   7%|▋         | 68/999 [00:08<01:31, 10.18it/s]\nDDIM Sampler:   7%|▋         | 70/999 [00:08<01:28, 10.46it/s]\nDDIM Sampler:   7%|▋         | 72/999 [00:09<01:27, 10.59it/s]\nDDIM Sampler:   7%|▋         | 74/999 [00:09<01:26, 10.66it/s]\nDDIM Sampler:   8%|▊         | 76/999 [00:09<01:25, 10.76it/s]\nDDIM Sampler:   8%|▊         | 78/999 [00:09<01:27, 10.49it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 47.99it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 17.93it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 20.70it/s]\nDDIM Sampler:   8%|▊         | 80/999 [00:10<03:17,  4.65it/s]\nDDIM Sampler:   8%|▊         | 82/999 [00:10<02:41,  5.68it/s]\nDDIM Sampler:   8%|▊         | 84/999 [00:10<02:18,  6.61it/s]\nDDIM Sampler:   9%|▊         | 85/999 [00:11<02:09,  7.03it/s]\nDDIM Sampler:   9%|▊         | 86/999 [00:11<02:02,  7.43it/s]\nDDIM Sampler:   9%|▊         | 87/999 [00:11<01:55,  7.86it/s]\nDDIM Sampler:   9%|▉         | 89/999 [00:11<01:44,  8.70it/s]\nDDIM Sampler:   9%|▉         | 91/999 [00:11<01:39,  9.16it/s]\nDDIM Sampler:   9%|▉         | 93/999 [00:11<01:33,  9.69it/s]\nDDIM Sampler:  10%|▉         | 95/999 [00:12<01:31,  9.83it/s]\nDDIM Sampler:  10%|▉         | 97/999 [00:12<01:27, 10.28it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.81it/s]\nDDIM Sampler:  10%|▉         | 99/999 [00:12<02:09,  6.97it/s]\nDDIM Sampler:  10%|█         | 101/999 [00:12<01:54,  7.84it/s]\nDDIM Sampler:  10%|█         | 103/999 [00:13<01:45,  8.46it/s]\nDDIM Sampler:  10%|█         | 104/999 [00:13<01:43,  8.65it/s]\nDDIM Sampler:  11%|█         | 105/999 [00:13<01:40,  8.87it/s]\nDDIM Sampler:  11%|█         | 107/999 [00:13<01:32,  9.59it/s]\nDDIM Sampler:  11%|█         | 109/999 [00:13<01:29,  9.94it/s]\nDDIM Sampler:  11%|█         | 111/999 [00:13<01:25, 10.41it/s]\nDDIM Sampler:  11%|█▏        | 113/999 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9.91it/s]\nDDIM Sampler:  14%|█▎        | 135/999 [00:16<01:24, 10.23it/s]\nDDIM Sampler:  14%|█▎        | 137/999 [00:16<01:22, 10.45it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 32.30it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 21.40it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 26.44it/s]\nDDIM Sampler:  14%|█▍        | 139/999 [00:17<02:47,  5.13it/s]\nDDIM Sampler:  14%|█▍        | 141/999 [00:17<02:22,  6.02it/s]\nDDIM Sampler:  14%|█▍        | 143/999 [00:17<02:03,  6.91it/s]\nDDIM Sampler:  15%|█▍        | 145/999 [00:18<01:50,  7.72it/s]\nDDIM Sampler:  15%|█▍        | 147/999 [00:18<01:42,  8.28it/s]\nDDIM Sampler:  15%|█▍        | 149/999 [00:18<01:34,  8.95it/s]\nDDIM Sampler:  15%|█▌        | 151/999 [00:18<01:32,  9.17it/s]\nDDIM Sampler:  15%|█▌        | 153/999 [00:18<01:26,  9.77it/s]\nDDIM Sampler:  16%|█▌        | 155/999 [00:19<01:26,  9.70it/s]\nDDIM Sampler:  16%|█▌        | 157/999 [00:19<01:26,  9.71it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.77it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.43it/s]\nDDIM Sampler:  16%|█▌        | 159/999 [00:19<02:05,  6.72it/s]\nDDIM Sampler:  16%|█▌        | 160/999 [00:19<01:58,  7.08it/s]\nDDIM Sampler:  16%|█▌        | 161/999 [00:19<01:51,  7.52it/s]\nDDIM Sampler:  16%|█▋        | 163/999 [00:20<01:39,  8.44it/s]\nDDIM Sampler:  16%|█▋        | 164/999 [00:20<01:37,  8.55it/s]\nDDIM Sampler:  17%|█▋        | 166/999 [00:20<01:31,  9.15it/s]\nDDIM Sampler:  17%|█▋        | 167/999 [00:20<01:29,  9.25it/s]\nDDIM Sampler:  17%|█▋        | 168/999 [00:20<01:28,  9.41it/s]\nDDIM Sampler:  17%|█▋        | 169/999 [00:20<01:27,  9.46it/s]\nDDIM Sampler:  17%|█▋        | 171/999 [00:20<01:24,  9.83it/s]\nDDIM Sampler:  17%|█▋        | 173/999 [00:21<01:23,  9.93it/s]\nDDIM Sampler:  18%|█▊        | 175/999 [00:21<01:21, 10.11it/s]\nDDIM Sampler:  18%|█▊        | 177/999 [00:21<01:21, 10.04it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.97it/s]\nDDIM Sampler:  18%|█▊        | 179/999 [00:22<02:01,  6.74it/s]\nDDIM Sampler:  18%|█▊        | 181/999 [00:22<01:47,  7.64it/s]\nDDIM Sampler:  18%|█▊        | 183/999 [00:22<01:37,  8.41it/s]\nDDIM Sampler:  19%|█▊        | 185/999 [00:22<01:31,  8.90it/s]\nDDIM Sampler:  19%|█▊        | 187/999 [00:22<01:26,  9.41it/s]\nDDIM Sampler:  19%|█▉        | 189/999 [00:23<01:25,  9.46it/s]\nDDIM Sampler:  19%|█▉        | 190/999 [00:23<01:25,  9.46it/s]\nDDIM Sampler:  19%|█▉        | 191/999 [00:23<01:25,  9.41it/s]\nDDIM Sampler:  19%|█▉        | 193/999 [00:23<01:21,  9.88it/s]\nDDIM Sampler:  20%|█▉        | 195/999 [00:23<01:20, 10.00it/s]\nDDIM Sampler:  20%|█▉        | 197/999 [00:23<01:20, 10.01it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 39.92it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 27.84it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 32.26it/s]\nDDIM Sampler:  20%|█▉        | 199/999 [00:24<02:31,  5.28it/s]\nDDIM Sampler:  20%|██        | 201/999 [00:24<02:08,  6.20it/s]\nDDIM Sampler:  20%|██        | 203/999 [00:24<01:52,  7.06it/s]\nDDIM Sampler:  21%|██        | 205/999 [00:25<01:42,  7.75it/s]\nDDIM Sampler:  21%|██        | 207/999 [00:25<01:32,  8.56it/s]\nDDIM Sampler:  21%|██        | 209/999 [00:25<01:25,  9.23it/s]\nDDIM Sampler:  21%|██        | 211/999 [00:25<01:21,  9.64it/s]\nDDIM Sampler:  21%|██▏       | 213/999 [00:25<01:19,  9.87it/s]\nDDIM Sampler:  22%|██▏       | 215/999 [00:26<01:20,  9.79it/s]\nDDIM Sampler:  22%|██▏       | 217/999 [00:26<01:19,  9.81it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 134.12it/s]\nDDIM Sampler:  22%|██▏       | 219/999 [00:26<01:55,  6.75it/s]\nDDIM Sampler:  22%|██▏       | 220/999 [00:26<01:49,  7.13it/s]\nDDIM Sampler:  22%|██▏       | 222/999 [00:27<01:39,  7.83it/s]\nDDIM Sampler:  22%|██▏       | 224/999 [00:27<01:30,  8.58it/s]\nDDIM Sampler:  23%|██▎       | 226/999 [00:27<01:23,  9.27it/s]\nDDIM Sampler:  23%|██▎       | 228/999 [00:27<01:18,  9.85it/s]\nDDIM Sampler:  23%|██▎       | 230/999 [00:27<01:15, 10.16it/s]\nDDIM Sampler:  23%|██▎       | 232/999 [00:28<01:15, 10.13it/s]\nDDIM Sampler:  23%|██▎       | 234/999 [00:28<01:13, 10.39it/s]\nDDIM Sampler:  24%|██▎       | 236/999 [00:28<01:12, 10.59it/s]\nDDIM Sampler:  24%|██▍       | 238/999 [00:28<01:10, 10.83it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 131.43it/s]\nDDIM Sampler:  24%|██▍       | 240/999 [00:29<01:44,  7.26it/s]\nDDIM Sampler:  24%|██▍       | 242/999 [00:29<01:32,  8.15it/s]\nDDIM Sampler:  24%|██▍       | 243/999 [00:29<01:31,  8.22it/s]\nDDIM Sampler:  24%|██▍       | 244/999 [00:29<01:29,  8.41it/s]\nDDIM Sampler:  25%|██▍       | 246/999 [00:29<01:21,  9.19it/s]\nDDIM Sampler:  25%|██▍       | 248/999 [00:29<01:16,  9.78it/s]\nDDIM Sampler:  25%|██▌       | 250/999 [00:30<01:15,  9.93it/s]\nDDIM Sampler:  25%|██▌       | 252/999 [00:30<01:12, 10.28it/s]\nDDIM Sampler:  25%|██▌       | 254/999 [00:30<01:12, 10.34it/s]\nDDIM Sampler:  26%|██▌       | 256/999 [00:30<01:11, 10.33it/s]\nDDIM Sampler:  26%|██▌       | 258/999 [00:30<01:12, 10.23it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 105.97it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 99.21it/s]\nDDIM Sampler:  26%|██▌       | 260/999 [00:31<01:50,  6.66it/s]\nDDIM Sampler:  26%|██▌       | 261/999 [00:31<01:44,  7.07it/s]\nDDIM Sampler:  26%|██▌       | 262/999 [00:31<01:38,  7.47it/s]\nDDIM Sampler:  26%|██▋       | 263/999 [00:31<01:32,  7.92it/s]\nDDIM Sampler:  26%|██▋       | 264/999 [00:31<01:28,  8.33it/s]\nDDIM Sampler:  27%|██▋       | 266/999 [00:31<01:19,  9.21it/s]\nDDIM Sampler:  27%|██▋       | 267/999 [00:32<01:18,  9.34it/s]\nDDIM Sampler:  27%|██▋       | 268/999 [00:32<01:18,  9.35it/s]\nDDIM Sampler:  27%|██▋       | 269/999 [00:32<01:17,  9.41it/s]\nDDIM Sampler:  27%|██▋       | 270/999 [00:32<01:19,  9.13it/s]\nDDIM Sampler:  27%|██▋       | 271/999 [00:32<01:18,  9.23it/s]\nDDIM Sampler:  27%|██▋       | 272/999 [00:32<01:17,  9.39it/s]\nDDIM Sampler:  27%|██▋       | 274/999 [00:32<01:12,  9.94it/s]\nDDIM Sampler:  28%|██▊       | 276/999 [00:32<01:12,  9.91it/s]\nDDIM Sampler:  28%|██▊       | 277/999 [00:33<01:14,  9.73it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.77it/s]\nDDIM Sampler:  28%|██▊       | 279/999 [00:33<01:56,  6.16it/s]\nDDIM Sampler:  28%|██▊       | 281/999 [00:33<01:37,  7.36it/s]\nDDIM Sampler:  28%|██▊       | 283/999 [00:33<01:29,  8.03it/s]\nDDIM Sampler:  28%|██▊       | 284/999 [00:34<01:26,  8.26it/s]\nDDIM Sampler:  29%|██▊       | 286/999 [00:34<01:19,  8.98it/s]\nDDIM Sampler:  29%|██▊       | 287/999 [00:34<01:18,  9.11it/s]\nDDIM Sampler:  29%|██▉       | 289/999 [00:34<01:14,  9.48it/s]\nDDIM Sampler:  29%|██▉       | 291/999 [00:34<01:10, 10.04it/s]\nDDIM Sampler:  29%|██▉       | 293/999 [00:34<01:08, 10.32it/s]\nDDIM Sampler:  30%|██▉       | 295/999 [00:35<01:07, 10.42it/s]\nDDIM Sampler:  30%|██▉       | 297/999 [00:35<01:07, 10.35it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.51it/s]\nDDIM Sampler:  30%|██▉       | 299/999 [00:35<01:42,  6.84it/s]\nDDIM Sampler:  30%|███       | 300/999 [00:35<01:36,  7.22it/s]\nDDIM Sampler:  30%|███       | 302/999 [00:36<01:25,  8.17it/s]\nDDIM Sampler:  30%|███       | 304/999 [00:36<01:19,  8.79it/s]\nDDIM Sampler:  31%|███       | 306/999 [00:36<01:14,  9.34it/s]\nDDIM Sampler:  31%|███       | 308/999 [00:36<01:12,  9.53it/s]\nDDIM Sampler:  31%|███       | 310/999 [00:36<01:12,  9.54it/s]\nDDIM Sampler:  31%|███       | 312/999 [00:37<01:10,  9.73it/s]\nDDIM Sampler:  31%|███▏      | 314/999 [00:37<01:07, 10.09it/s]\nDDIM Sampler:  32%|███▏      | 316/999 [00:37<01:08,  9.99it/s]\nDDIM Sampler:  32%|███▏      | 318/999 [00:37<01:08, 10.00it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 48.89it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 52.88it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 51.93it/s]\nDDIM Sampler:  32%|███▏      | 320/999 [00:38<01:53,  5.96it/s]\nDDIM Sampler:  32%|███▏      | 322/999 [00:38<01:37,  6.97it/s]\nDDIM Sampler:  32%|███▏      | 324/999 [00:38<01:25,  7.88it/s]\nDDIM Sampler:  33%|███▎      | 326/999 [00:38<01:17,  8.67it/s]\nDDIM Sampler:  33%|███▎      | 328/999 [00:39<01:12,  9.32it/s]\nDDIM Sampler:  33%|███▎      | 330/999 [00:39<01:08,  9.83it/s]\nDDIM Sampler:  33%|███▎      | 332/999 [00:39<01:05, 10.25it/s]\nDDIM Sampler:  33%|███▎      | 334/999 [00:39<01:02, 10.59it/s]\nDDIM Sampler:  34%|███▎      | 336/999 [00:39<01:04, 10.34it/s]\nDDIM Sampler:  34%|███▍      | 338/999 [00:39<01:04, 10.31it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 133.10it/s]\nDDIM Sampler:  34%|███▍      | 340/999 [00:40<01:33,  7.09it/s]\nDDIM Sampler:  34%|███▍      | 342/999 [00:40<01:23,  7.89it/s]\nDDIM Sampler:  34%|███▍      | 343/999 [00:40<01:20,  8.17it/s]\nDDIM Sampler:  35%|███▍      | 345/999 [00:40<01:14,  8.73it/s]\nDDIM Sampler:  35%|███▍      | 346/999 [00:41<01:13,  8.83it/s]\nDDIM Sampler:  35%|███▍      | 347/999 [00:41<01:12,  8.97it/s]\nDDIM Sampler:  35%|███▍      | 348/999 [00:41<01:11,  9.11it/s]\nDDIM Sampler:  35%|███▍      | 349/999 [00:41<01:10,  9.22it/s]\nDDIM Sampler:  35%|███▌      | 351/999 [00:41<01:07,  9.67it/s]\nDDIM Sampler:  35%|███▌      | 352/999 [00:41<01:06,  9.69it/s]\nDDIM Sampler:  35%|███▌      | 353/999 [00:41<01:06,  9.70it/s]\nDDIM Sampler:  35%|███▌      | 354/999 [00:41<01:06,  9.69it/s]\nDDIM Sampler:  36%|███▌      | 355/999 [00:41<01:06,  9.76it/s]\nDDIM Sampler:  36%|███▌      | 357/999 [00:42<01:01, 10.46it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 120.15it/s]\nDDIM Sampler:  36%|███▌      | 359/999 [00:42<01:40,  6.38it/s]\nDDIM Sampler:  36%|███▌      | 361/999 [00:42<01:24,  7.58it/s]\nDDIM Sampler:  36%|███▋      | 363/999 [00:43<01:17,  8.25it/s]\nDDIM Sampler:  37%|███▋      | 365/999 [00:43<01:10,  8.96it/s]\nDDIM Sampler:  37%|███▋      | 367/999 [00:43<01:06,  9.49it/s]\nDDIM Sampler:  37%|███▋      | 369/999 [00:43<01:04,  9.76it/s]\nDDIM Sampler:  37%|███▋      | 371/999 [00:43<01:03,  9.87it/s]\nDDIM Sampler:  37%|███▋      | 373/999 [00:43<01:03,  9.90it/s]\nDDIM Sampler:  38%|███▊      | 375/999 [00:44<01:01, 10.15it/s]\nDDIM Sampler:  38%|███▊      | 377/999 [00:44<01:00, 10.21it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 45.23it/s]\u001b[A\nSaving input blocks 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100%|██████████| 12/12 [00:00<00:00, 117.22it/s]\nDDIM Sampler:  42%|████▏     | 419/999 [00:49<01:25,  6.81it/s]\nDDIM Sampler:  42%|████▏     | 421/999 [00:49<01:14,  7.71it/s]\nDDIM Sampler:  42%|████▏     | 422/999 [00:49<01:12,  8.00it/s]\nDDIM Sampler:  42%|████▏     | 424/999 [00:50<01:06,  8.68it/s]\nDDIM Sampler:  43%|████▎     | 425/999 [00:50<01:05,  8.82it/s]\nDDIM Sampler:  43%|████▎     | 426/999 [00:50<01:04,  8.87it/s]\nDDIM Sampler:  43%|████▎     | 428/999 [00:50<01:00,  9.44it/s]\nDDIM Sampler:  43%|████▎     | 430/999 [00:50<00:57,  9.90it/s]\nDDIM Sampler:  43%|████▎     | 432/999 [00:50<00:55, 10.28it/s]\nDDIM Sampler:  43%|████▎     | 434/999 [00:51<00:54, 10.41it/s]\nDDIM Sampler:  44%|████▎     | 436/999 [00:51<00:52, 10.65it/s]\nDDIM Sampler:  44%|████▍     | 438/999 [00:51<00:52, 10.59it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 102.34it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 102.04it/s]\nDDIM Sampler:  44%|████▍     | 440/999 [00:51<01:21,  6.90it/s]\nDDIM Sampler:  44%|████▍     | 441/999 [00:52<01:16,  7.28it/s]\nDDIM Sampler:  44%|████▍     | 443/999 [00:52<01:08,  8.11it/s]\nDDIM Sampler:  44%|████▍     | 444/999 [00:52<01:08,  8.08it/s]\nDDIM Sampler:  45%|████▍     | 445/999 [00:52<01:08,  8.09it/s]\nDDIM Sampler:  45%|████▍     | 447/999 [00:52<01:01,  9.02it/s]\nDDIM Sampler:  45%|████▍     | 449/999 [00:52<00:57,  9.64it/s]\nDDIM Sampler:  45%|████▌     | 451/999 [00:53<00:54, 10.02it/s]\nDDIM Sampler:  45%|████▌     | 453/999 [00:53<00:53, 10.27it/s]\nDDIM Sampler:  46%|████▌     | 455/999 [00:53<00:51, 10.59it/s]\nDDIM Sampler:  46%|████▌     | 457/999 [00:53<00:50, 10.77it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 120.37it/s]\nDDIM Sampler:  46%|████▌     | 459/999 [00:54<01:16,  7.07it/s]\nDDIM Sampler:  46%|████▌     | 460/999 [00:54<01:13,  7.33it/s]\nDDIM Sampler:  46%|████▌     | 462/999 [00:54<01:06,  8.13it/s]\nDDIM Sampler:  46%|████▋     | 463/999 [00:54<01:03,  8.40it/s]\nDDIM Sampler:  46%|████▋     | 464/999 [00:54<01:01,  8.65it/s]\nDDIM Sampler:  47%|████▋     | 465/999 [00:54<01:00,  8.83it/s]\nDDIM Sampler:  47%|████▋     | 466/999 [00:54<00:59,  9.02it/s]\nDDIM Sampler:  47%|████▋     | 467/999 [00:54<00:57,  9.22it/s]\nDDIM Sampler:  47%|████▋     | 468/999 [00:55<00:57,  9.23it/s]\nDDIM Sampler:  47%|████▋     | 469/999 [00:55<00:56,  9.34it/s]\nDDIM Sampler:  47%|████▋     | 470/999 [00:55<00:55,  9.52it/s]\nDDIM Sampler:  47%|████▋     | 472/999 [00:55<00:53,  9.90it/s]\nDDIM Sampler:  47%|████▋     | 473/999 [00:55<00:53,  9.89it/s]\nDDIM Sampler:  48%|████▊     | 475/999 [00:55<00:49, 10.48it/s]\nDDIM Sampler:  48%|████▊     | 477/999 [00:55<00:48, 10.66it/s]\nSaving input blocks feature maps:   0%|  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12/12 [00:00<00:00, 133.84it/s]\nDDIM Sampler:  54%|█████▍    | 540/999 [01:03<01:06,  6.85it/s]\nDDIM Sampler:  54%|█████▍    | 542/999 [01:03<00:58,  7.77it/s]\nDDIM Sampler:  54%|█████▍    | 544/999 [01:03<00:54,  8.31it/s]\nDDIM Sampler:  55%|█████▍    | 546/999 [01:03<00:52,  8.71it/s]\nDDIM Sampler:  55%|█████▍    | 547/999 [01:03<00:50,  8.88it/s]\nDDIM Sampler:  55%|█████▍    | 548/999 [01:03<00:49,  9.05it/s]\nDDIM Sampler:  55%|█████▍    | 549/999 [01:04<00:49,  9.13it/s]\nDDIM Sampler:  55%|█████▌    | 551/999 [01:04<00:45,  9.88it/s]\nDDIM Sampler:  55%|█████▌    | 553/999 [01:04<00:43, 10.19it/s]\nDDIM Sampler:  56%|█████▌    | 555/999 [01:04<00:43, 10.16it/s]\nDDIM Sampler:  56%|█████▌    | 557/999 [01:04<00:42, 10.33it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 48.50it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 34.30it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 36.72it/s]\nDDIM Sampler:  56%|█████▌    | 559/999 [01:05<01:18,  5.62it/s]\nDDIM Sampler:  56%|█████▌    | 561/999 [01:05<01:05,  6.68it/s]\nDDIM Sampler:  56%|█████▋    | 562/999 [01:05<01:01,  7.05it/s]\nDDIM Sampler:  56%|█████▋    | 563/999 [01:05<00:59,  7.37it/s]\nDDIM Sampler:  56%|█████▋    | 564/999 [01:06<00:55,  7.78it/s]\nDDIM Sampler:  57%|█████▋    | 565/999 [01:06<00:53,  8.17it/s]\nDDIM Sampler:  57%|█████▋    | 567/999 [01:06<00:47,  9.16it/s]\nDDIM Sampler:  57%|█████▋    | 569/999 [01:06<00:43,  9.91it/s]\nDDIM Sampler:  57%|█████▋    | 571/999 [01:06<00:41, 10.24it/s]\nDDIM Sampler:  57%|█████▋    | 573/999 [01:06<00:40, 10.44it/s]\nDDIM Sampler:  58%|█████▊    | 575/999 [01:07<00:41, 10.30it/s]\nDDIM Sampler:  58%|█████▊    | 577/999 [01:07<00:41, 10.08it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 113.49it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 113.17it/s]\nDDIM Sampler:  58%|█████▊    | 579/999 [01:07<01:01,  6.84it/s]\nDDIM Sampler:  58%|█████▊    | 581/999 [01:07<00:54,  7.64it/s]\nDDIM Sampler:  58%|█████▊    | 583/999 [01:08<00:50,  8.26it/s]\nDDIM Sampler:  59%|█████▊    | 585/999 [01:08<00:46,  8.89it/s]\nDDIM Sampler:  59%|█████▊    | 586/999 [01:08<00:45,  9.05it/s]\nDDIM Sampler:  59%|█████▉    | 588/999 [01:08<00:42,  9.62it/s]\nDDIM Sampler:  59%|█████▉    | 590/999 [01:08<00:40, 10.05it/s]\nDDIM Sampler:  59%|█████▉    | 592/999 [01:08<00:40, 10.11it/s]\nDDIM Sampler:  59%|█████▉    | 594/999 [01:09<00:39, 10.33it/s]\nDDIM Sampler:  60%|█████▉    | 596/999 [01:09<00:37, 10.68it/s]\nDDIM Sampler:  60%|█████▉    | 598/999 [01:09<00:36, 10.85it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 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feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.09it/s]\nDDIM Sampler:  64%|██████▍   | 640/999 [01:14<00:51,  6.97it/s]\nDDIM Sampler:  64%|██████▍   | 641/999 [01:14<00:48,  7.33it/s]\nDDIM Sampler:  64%|██████▍   | 643/999 [01:15<00:43,  8.25it/s]\nDDIM Sampler:  65%|██████▍   | 645/999 [01:15<00:39,  8.93it/s]\nDDIM Sampler:  65%|██████▍   | 647/999 [01:15<00:37,  9.37it/s]\nDDIM Sampler:  65%|██████▍   | 649/999 [01:15<00:36,  9.70it/s]\nDDIM Sampler:  65%|██████▌   | 651/999 [01:15<00:35,  9.89it/s]\nDDIM Sampler:  65%|██████▌   | 653/999 [01:16<00:35,  9.83it/s]\nDDIM Sampler:  66%|██████▌   | 655/999 [01:16<00:34,  9.83it/s]\nDDIM Sampler:  66%|██████▌   | 657/999 [01:16<00:34,  9.82it/s]\nDDIM Sampler:  66%|██████▌   | 658/999 [01:16<00:34,  9.78it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.84it/s]\u001b[A\nSaving input blocks feature maps: 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10.02it/s]\nDDIM Sampler:  72%|███████▏  | 715/999 [01:23<00:27, 10.52it/s]\nDDIM Sampler:  72%|███████▏  | 717/999 [01:23<00:25, 10.85it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.66it/s]\nDDIM Sampler:  72%|███████▏  | 719/999 [01:24<00:40,  6.89it/s]\nDDIM Sampler:  72%|███████▏  | 720/999 [01:24<00:38,  7.20it/s]\nDDIM Sampler:  72%|███████▏  | 722/999 [01:24<00:33,  8.16it/s]\nDDIM Sampler:  72%|███████▏  | 724/999 [01:24<00:31,  8.77it/s]\nDDIM Sampler:  73%|███████▎  | 725/999 [01:24<00:30,  8.97it/s]\nDDIM Sampler:  73%|███████▎  | 726/999 [01:24<00:30,  9.09it/s]\nDDIM Sampler:  73%|███████▎  | 727/999 [01:24<00:29,  9.13it/s]\nDDIM Sampler:  73%|███████▎  | 728/999 [01:24<00:29,  9.15it/s]\nDDIM Sampler:  73%|███████▎  | 729/999 [01:25<00:29,  9.19it/s]\nDDIM Sampler:  73%|███████▎  | 731/999 [01:25<00:27,  9.62it/s]\nDDIM Sampler:  73%|███████▎  | 733/999 [01:25<00:26,  9.91it/s]\nDDIM Sampler:  74%|███████▎  | 735/999 [01:25<00:26, 10.02it/s]\nDDIM Sampler:  74%|███████▍  | 737/999 [01:25<00:26, 10.06it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 37.58it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 17.91it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 13.18it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 15.15it/s]\nDDIM Sampler:  74%|███████▍  | 739/999 [01:27<01:11,  3.63it/s]\nDDIM Sampler:  74%|███████▍  | 740/999 [01:27<01:02,  4.12it/s]\nDDIM Sampler:  74%|███████▍  | 742/999 [01:27<00:49,  5.23it/s]\nDDIM Sampler:  74%|███████▍  | 744/999 [01:27<00:40,  6.31it/s]\nDDIM Sampler:  75%|███████▍  | 746/999 [01:27<00:34,  7.26it/s]\nDDIM Sampler:  75%|███████▍  | 748/999 [01:27<00:31,  7.97it/s]\nDDIM Sampler:  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100%|██████████| 12/12 [00:00<00:00, 65.13it/s]\nDDIM Sampler:  86%|████████▌ | 859/999 [01:42<00:24,  5.64it/s]\nDDIM Sampler:  86%|████████▌ | 861/999 [01:42<00:20,  6.87it/s]\nDDIM Sampler:  86%|████████▋ | 863/999 [01:42<00:17,  7.92it/s]\nDDIM Sampler:  87%|████████▋ | 865/999 [01:42<00:15,  8.77it/s]\nDDIM Sampler:  87%|████████▋ | 867/999 [01:42<00:14,  9.27it/s]\nDDIM Sampler:  87%|████████▋ | 869/999 [01:43<00:13,  9.62it/s]\nDDIM Sampler:  87%|████████▋ | 871/999 [01:43<00:12,  9.90it/s]\nDDIM Sampler:  87%|████████▋ | 873/999 [01:43<00:12, 10.16it/s]\nDDIM Sampler:  88%|████████▊ | 875/999 [01:43<00:12, 10.30it/s]\nDDIM Sampler:  88%|████████▊ | 877/999 [01:43<00:11, 10.42it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 22.97it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 10.95it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:01<00:00,  7.77it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:01<00:00,  7.63it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  6.82it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  8.35it/s]\nDDIM Sampler:  88%|████████▊ | 879/999 [01:45<00:41,  2.87it/s]\nDDIM Sampler:  88%|████████▊ | 881/999 [01:45<00:31,  3.70it/s]\nDDIM Sampler:  88%|████████▊ | 883/999 [01:46<00:24,  4.65it/s]\nDDIM Sampler:  89%|████████▊ | 885/999 [01:46<00:20,  5.68it/s]\nDDIM Sampler:  89%|████████▉ | 887/999 [01:46<00:16,  6.71it/s]\nDDIM Sampler:  89%|████████▉ | 889/999 [01:46<00:14,  7.60it/s]\nDDIM Sampler:  89%|████████▉ | 891/999 [01:46<00:12,  8.48it/s]\nDDIM Sampler:  89%|████████▉ | 893/999 [01:47<00:11,  9.17it/s]\nDDIM Sampler:  90%|████████▉ | 895/999 [01:47<00:10,  9.50it/s]\nDDIM Sampler:  90%|████████▉ | 897/999 [01:47<00:10,  9.77it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 89.39it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 27.04it/s]\nDDIM Sampler:  90%|████████▉ | 899/999 [01:48<00:19,  5.02it/s]\nDDIM Sampler:  90%|█████████ | 901/999 [01:48<00:16,  5.99it/s]\nDDIM Sampler:  90%|█████████ | 903/999 [01:48<00:13,  6.88it/s]\nDDIM Sampler:  91%|█████████ | 905/999 [01:48<00:12,  7.67it/s]\nDDIM Sampler:  91%|█████████ | 906/999 [01:48<00:11,  7.99it/s]\nDDIM Sampler:  91%|█████████ | 907/999 [01:49<00:11,  8.32it/s]\nDDIM Sampler:  91%|█████████ | 909/999 [01:49<00:10,  8.93it/s]\nDDIM Sampler:  91%|█████████ | 910/999 [01:49<00:09,  9.05it/s]\nDDIM Sampler:  91%|█████████▏| 912/999 [01:49<00:09,  9.62it/s]\nDDIM Sampler:  91%|█████████▏| 914/999 [01:49<00:08,  9.99it/s]\nDDIM Sampler:  92%|█████████▏| 916/999 [01:49<00:08,  9.97it/s]\nDDIM Sampler:  92%|█████████▏| 918/999 [01:50<00:07, 10.21it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  58%|█████▊    | 7/12 [00:00<00:00, 64.51it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 26.01it/s]\nDDIM Sampler:  92%|█████████▏| 920/999 [01:50<00:16,  4.71it/s]\nDDIM Sampler:  92%|█████████▏| 921/999 [01:51<00:15,  5.20it/s]\nDDIM Sampler:  92%|█████████▏| 923/999 [01:51<00:12,  6.26it/s]\nDDIM Sampler:  92%|█████████▏| 924/999 [01:51<00:11,  6.73it/s]\nDDIM Sampler:  93%|█████████▎| 926/999 [01:51<00:09,  7.69it/s]\nDDIM Sampler:  93%|█████████▎| 928/999 [01:51<00:08,  8.50it/s]\nDDIM Sampler:  93%|█████████▎| 930/999 [01:51<00:07,  9.08it/s]\nDDIM Sampler:  93%|█████████▎| 932/999 [01:52<00:06,  9.70it/s]\nDDIM Sampler:  93%|█████████▎| 934/999 [01:52<00:06, 10.15it/s]\nDDIM Sampler:  94%|█████████▎| 936/999 [01:52<00:06, 10.47it/s]\nDDIM Sampler:  94%|█████████▍| 938/999 [01:52<00:05, 10.71it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 57.18it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 13.33it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 15.06it/s]\nDDIM Sampler:  94%|█████████▍| 940/999 [01:53<00:14,  4.04it/s]\nDDIM Sampler:  94%|█████████▍| 941/999 [01:53<00:12,  4.47it/s]\nDDIM Sampler:  94%|█████████▍| 943/999 [01:54<00:10,  5.52it/s]\nDDIM Sampler:  94%|█████████▍| 944/999 [01:54<00:09,  6.01it/s]\nDDIM Sampler:  95%|█████████▍| 946/999 [01:54<00:07,  7.13it/s]\nDDIM Sampler:  95%|█████████▍| 948/999 [01:54<00:06,  7.92it/s]\nDDIM Sampler:  95%|█████████▍| 949/999 [01:54<00:06,  8.25it/s]\nDDIM Sampler:  95%|█████████▌| 950/999 [01:54<00:05,  8.53it/s]\nDDIM Sampler:  95%|█████████▌| 951/999 [01:54<00:05,  8.73it/s]\nDDIM Sampler:  95%|█████████▌| 953/999 [01:55<00:04,  9.38it/s]\nDDIM Sampler:  96%|█████████▌| 955/999 [01:55<00:04,  9.70it/s]\nDDIM Sampler:  96%|█████████▌| 957/999 [01:55<00:04,  9.75it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 46.38it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 13.87it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 13.04it/s]\nDDIM Sampler:  96%|█████████▌| 959/999 [01:56<00:11,  3.43it/s]\nDDIM Sampler:  96%|█████████▌| 960/999 [01:57<00:09,  3.92it/s]\nDDIM Sampler:  96%|█████████▌| 961/999 [01:57<00:08,  4.48it/s]\nDDIM Sampler:  96%|█████████▋| 963/999 [01:57<00:06,  5.69it/s]\nDDIM Sampler:  97%|█████████▋| 965/999 [01:57<00:05,  6.75it/s]\nDDIM Sampler:  97%|█████████▋| 967/999 [01:57<00:04,  7.57it/s]\nDDIM Sampler:  97%|█████████▋| 968/999 [01:57<00:03,  7.93it/s]\nDDIM Sampler:  97%|█████████▋| 969/999 [01:57<00:03,  8.29it/s]\nDDIM Sampler:  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99%|█████████▉| 987/999 [02:00<00:01,  7.63it/s]\nDDIM Sampler:  99%|█████████▉| 988/999 [02:00<00:01,  8.03it/s]\nDDIM Sampler:  99%|█████████▉| 989/999 [02:01<00:01,  8.34it/s]\nDDIM Sampler:  99%|█████████▉| 991/999 [02:01<00:00,  9.00it/s]\nDDIM Sampler:  99%|█████████▉| 992/999 [02:01<00:00,  9.07it/s]\nDDIM Sampler:  99%|█████████▉| 993/999 [02:01<00:00,  9.10it/s]\nDDIM Sampler:  99%|█████████▉| 994/999 [02:01<00:00,  9.29it/s]\nDDIM Sampler: 100%|█████████▉| 995/999 [02:01<00:00,  9.41it/s]\nDDIM Sampler: 100%|█████████▉| 997/999 [02:01<00:00,  9.62it/s]\nDDIM Sampler: 100%|█████████▉| 998/999 [02:01<00:00,  9.66it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 57.23it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 24.26it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 26.53it/s]\nDDIM Sampler: 100%|██████████| 999/999 [02:02<00:00,  3.73it/s]\nDDIM Sampler: 100%|██████████| 999/999 [02:02<00:00,  8.14it/s]\nSampled images and extracted features saved in: ./outputs_real\nGlobal seed set to 50\nloading source experiment features:   0%|          | 0/50 [00:00<?, ?it/s]\nloading source experiment features:   4%|▍         | 2/50 [00:00<00:02, 16.35it/s]\nloading source experiment features:   8%|▊         | 4/50 [00:00<00:02, 17.17it/s]\nloading source experiment features:  14%|█▍        | 7/50 [00:00<00:02, 19.73it/s]\nloading source experiment features:  18%|█▊        | 9/50 [00:00<00:02, 17.87it/s]\nloading source experiment features:  24%|██▍       | 12/50 [00:00<00:02, 18.22it/s]\nloading source experiment features:  30%|███       | 15/50 [00:00<00:01, 19.68it/s]\nloading source experiment features:  36%|███▌      | 18/50 [00:00<00:01, 19.23it/s]\nloading source experiment features:  42%|████▏     | 21/50 [00:01<00:01, 19.45it/s]\nloading source experiment features:  46%|████▌     | 23/50 [00:01<00:01, 18.70it/s]\nloading source experiment features:  50%|█████     | 25/50 [00:01<00:01, 18.57it/s]\nloading source experiment features: 100%|██████████| 50/50 [00:01<00:00, 35.97it/s]\nData shape for DDIM sampling is (3, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 50 timesteps\nDDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]\nDDIM Sampler:   2%|▏         | 1/50 [00:01<01:04,  1.31s/it]\nDDIM Sampler:   4%|▍         | 2/50 [00:02<00:54,  1.14s/it]\nDDIM Sampler:   6%|▌         | 3/50 [00:03<00:48,  1.03s/it]\nDDIM Sampler:   8%|▊         | 4/50 [00:04<00:45,  1.01it/s]\nDDIM Sampler:  10%|█         | 5/50 [00:05<00:44,  1.02it/s]\nDDIM Sampler:  12%|█▏        | 6/50 [00:06<00:42,  1.03it/s]\nDDIM Sampler:  14%|█▍        | 7/50 [00:07<00:43,  1.00s/it]\nDDIM Sampler:  16%|█▌        | 8/50 [00:08<00:45,  1.08s/it]\nDDIM Sampler:  18%|█▊        | 9/50 [00:09<00:44,  1.08s/it]\nDDIM Sampler:  20%|██        | 10/50 [00:10<00:42,  1.07s/it]\nDDIM Sampler:  22%|██▏       | 11/50 [00:11<00:42,  1.09s/it]\nDDIM Sampler:  24%|██▍       | 12/50 [00:12<00:40,  1.07s/it]\nDDIM Sampler:  26%|██▌       | 13/50 [00:13<00:38,  1.04s/it]\nDDIM Sampler:  28%|██▊       | 14/50 [00:14<00:36,  1.01s/it]\nDDIM Sampler:  30%|███       | 15/50 [00:15<00:34,  1.01it/s]\nDDIM Sampler:  32%|███▏      | 16/50 [00:16<00:33,  1.01it/s]\nDDIM Sampler:  34%|███▍      | 17/50 [00:17<00:32,  1.01it/s]\nDDIM Sampler:  36%|███▌      | 18/50 [00:18<00:33,  1.04s/it]\nDDIM Sampler:  38%|███▊      | 19/50 [00:19<00:32,  1.04s/it]\nDDIM Sampler:  40%|████      | 20/50 [00:20<00:31,  1.06s/it]\nDDIM Sampler:  42%|████▏     | 21/50 [00:21<00:30,  1.04s/it]\nDDIM Sampler:  44%|████▍     | 22/50 [00:22<00:28,  1.01s/it]\nDDIM Sampler:  46%|████▌     | 23/50 [00:23<00:26,  1.02it/s]\nDDIM Sampler:  48%|████▊     | 24/50 [00:24<00:24,  1.05it/s]\nDDIM Sampler:  50%|█████     | 25/50 [00:25<00:24,  1.03it/s]\nDDIM Sampler:  52%|█████▏    | 26/50 [00:26<00:23,  1.04it/s]\nDDIM Sampler:  54%|█████▍    | 27/50 [00:27<00:21,  1.05it/s]\nDDIM Sampler:  56%|█████▌    | 28/50 [00:28<00:20,  1.05it/s]\nDDIM Sampler:  58%|█████▊    | 29/50 [00:29<00:19,  1.06it/s]\nDDIM Sampler:  60%|██████    | 30/50 [00:30<00:18,  1.08it/s]\nDDIM Sampler:  62%|██████▏   | 31/50 [00:31<00:17,  1.08it/s]\nDDIM Sampler:  64%|██████▍   | 32/50 [00:31<00:16,  1.09it/s]\nDDIM Sampler:  66%|██████▌   | 33/50 [00:32<00:15,  1.09it/s]\nDDIM Sampler:  68%|██████▊   | 34/50 [00:33<00:14,  1.09it/s]\nDDIM Sampler:  70%|███████   | 35/50 [00:34<00:13,  1.08it/s]\nDDIM Sampler:  72%|███████▏  | 36/50 [00:35<00:13,  1.04it/s]\nDDIM Sampler:  74%|███████▍  | 37/50 [00:36<00:12,  1.04it/s]\nDDIM Sampler:  76%|███████▌  | 38/50 [00:37<00:11,  1.04it/s]\nDDIM Sampler:  78%|███████▊  | 39/50 [00:38<00:10,  1.06it/s]\nDDIM Sampler:  80%|████████  | 40/50 [00:39<00:09,  1.08it/s]\nDDIM Sampler:  82%|████████▏ | 41/50 [00:40<00:08,  1.10it/s]\nDDIM Sampler:  84%|████████▍ | 42/50 [00:41<00:07,  1.11it/s]\nDDIM Sampler:  86%|████████▌ | 43/50 [00:42<00:06,  1.10it/s]\nDDIM Sampler:  88%|████████▊ | 44/50 [00:43<00:05,  1.11it/s]\nDDIM Sampler:  90%|█████████ | 45/50 [00:43<00:04,  1.11it/s]\nDDIM Sampler:  92%|█████████▏| 46/50 [00:44<00:03,  1.12it/s]\nDDIM Sampler:  94%|█████████▍| 47/50 [00:45<00:02,  1.11it/s]\nDDIM Sampler:  96%|█████████▌| 48/50 [00:46<00:01,  1.12it/s]\nDDIM Sampler:  98%|█████████▊| 49/50 [00:47<00:00,  1.11it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:48<00:00,  1.13it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:48<00:00,  1.03it/s]\nPnP results saved in: ./outputs_real/translations/10.0_a_photo_of_a_robot_horse; ./outputs_real/translations/10.0_a_photo_of_a_bronze_horse_in_a_museum; ./outputs_real/translations/10.0_a_photo_of_a_pink_toy_horse_on_the_beach",
  "metrics": {
    "predict_time": 264.233229,
    "total_time": 264.293575
  },
  "output": [
    "https://replicate.delivery/pbxt/rSMDxOabNj5FBRqyXYWxmVhWX0CRgkBrnSaSGTa0LeklazOIA/INJECTION_T_40_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP_a_photo_of_a_white_horse_sample_0.png",
    "https://replicate.delivery/pbxt/8dm0LYBzGZ4JKpdIPn83FEauXV20BzSXp7AkWeeDtMVM1mdQA/INJECTION_T_40_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP_a_photo_of_a_white_horse_sample_1.png",
    "https://replicate.delivery/pbxt/wzTCnazPb3IZPVWflBQTw0iS0ZwebFJUHq5uXy47yB7M1mdQA/INJECTION_T_40_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP_a_photo_of_a_white_horse_sample_2.png"
  ],
  "started_at": "2023-02-12T10:07:01.096378Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/c3dmylmonrcwbcs3dkp6wtyrae",
    "cancel": "https://api.replicate.com/v1/predictions/c3dmylmonrcwbcs3dkp6wtyrae/cancel"
  },
  "version": "f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8"
}

Generated in

4 minutes 24 seconds

Tweak it Share Report

Global seed set to 50
loaded input image of size (512, 512) from /tmp/tmpjn4wp4pbhorse.png
Running DDIM inversion with 999 timesteps
DDIM Inversion:   0%|          | 0/999 [00:00<?, ?it/s]
DDIM Inversion:   0%|          | 2/999 [00:00<01:30, 10.97it/s]
DDIM Inversion:   0%|          | 4/999 [00:00<01:26, 11.54it/s]
DDIM Inversion:   1%|          | 6/999 [00:00<01:26, 11.50it/s]
DDIM Inversion:   1%|          | 8/999 [00:00<01:23, 11.92it/s]
DDIM Inversion:   1%|          | 10/999 [00:00<01:20, 12.23it/s]
DDIM Inversion:   1%|          | 12/999 [00:00<01:19, 12.48it/s]
DDIM Inversion:   1%|▏         | 14/999 [00:01<01:17, 12.67it/s]
DDIM Inversion:   2%|▏         | 16/999 [00:01<01:17, 12.75it/s]
DDIM Inversion:   2%|▏         | 18/999 [00:01<01:20, 12.17it/s]
DDIM Inversion:   2%|▏         | 20/999 [00:01<01:19, 12.28it/s]
DDIM Inversion:   2%|▏         | 22/999 [00:01<01:21, 11.98it/s]
DDIM Inversion:   2%|▏         | 24/999 [00:02<01:24, 11.56it/s]
DDIM Inversion:   3%|▎         | 26/999 [00:02<01:21, 11.99it/s]
DDIM Inversion:   3%|▎         | 28/999 [00:02<01:24, 11.52it/s]
DDIM Inversion:   3%|▎         | 30/999 [00:02<01:24, 11.42it/s]
DDIM Inversion:   3%|▎         | 32/999 [00:02<01:23, 11.58it/s]
DDIM Inversion:   3%|▎         | 34/999 [00:02<01:22, 11.67it/s]
DDIM Inversion:   4%|▎         | 36/999 [00:03<01:21, 11.84it/s]
DDIM Inversion:   4%|▍         | 38/999 [00:03<01:19, 12.12it/s]
DDIM Inversion:   4%|▍         | 40/999 [00:03<01:18, 12.22it/s]
DDIM Inversion:   4%|▍         | 42/999 [00:03<01:19, 12.07it/s]
DDIM Inversion:   4%|▍         | 44/999 [00:03<01:17, 12.33it/s]
DDIM Inversion:   5%|▍         | 46/999 [00:03<01:19, 11.94it/s]
DDIM Inversion:   5%|▍         | 48/999 [00:04<01:20, 11.83it/s]
DDIM Inversion:   5%|▌         | 50/999 [00:04<01:19, 12.01it/s]
DDIM Inversion:   5%|▌         | 52/999 [00:04<01:21, 11.67it/s]
DDIM Inversion:   5%|▌         | 54/999 [00:04<01:19, 11.82it/s]
DDIM Inversion:   6%|▌         | 56/999 [00:04<01:18, 11.96it/s]
DDIM Inversion:   6%|▌         | 58/999 [00:04<01:17, 12.14it/s]
DDIM Inversion:   6%|▌         | 60/999 [00:05<01:18, 12.03it/s]
DDIM Inversion:   6%|▌         | 62/999 [00:05<01:16, 12.24it/s]
DDIM Inversion:   6%|▋         | 64/999 [00:05<01:19, 11.78it/s]
DDIM Inversion:   7%|▋         | 66/999 [00:05<01:18, 11.90it/s]
DDIM Inversion:   7%|▋         | 68/999 [00:05<01:16, 12.16it/s]
DDIM Inversion:   7%|▋         | 70/999 [00:05<01:20, 11.54it/s]
DDIM Inversion:   7%|▋         | 72/999 [00:06<01:23, 11.08it/s]
DDIM Inversion:   7%|▋         | 74/999 [00:06<01:26, 10.75it/s]
DDIM Inversion:   8%|▊         | 76/999 [00:06<01:26, 10.72it/s]
DDIM Inversion:   8%|▊         | 78/999 [00:06<01:25, 10.79it/s]
DDIM Inversion:   8%|▊         | 80/999 [00:06<01:25, 10.73it/s]
DDIM Inversion:   8%|▊         | 82/999 [00:07<01:25, 10.74it/s]
DDIM Inversion:   8%|▊         | 84/999 [00:07<01:22, 11.15it/s]
DDIM Inversion:   9%|▊         | 86/999 [00:07<01:18, 11.58it/s]
DDIM Inversion:   9%|▉         | 88/999 [00:07<01:17, 11.76it/s]
DDIM Inversion:   9%|▉         | 90/999 [00:07<01:15, 12.08it/s]
DDIM Inversion:   9%|▉         | 92/999 [00:07<01:13, 12.31it/s]
DDIM Inversion:   9%|▉         | 94/999 [00:07<01:15, 11.95it/s]
DDIM Inversion:  10%|▉         | 96/999 [00:08<01:19, 11.32it/s]
DDIM Inversion:  10%|▉         | 98/999 [00:08<01:21, 10.99it/s]
DDIM Inversion:  10%|█         | 100/999 [00:08<01:20, 11.13it/s]
DDIM Inversion:  10%|█         | 102/999 [00:08<01:18, 11.41it/s]
DDIM Inversion:  10%|█         | 104/999 [00:08<01:18, 11.38it/s]
DDIM Inversion:  11%|█         | 106/999 [00:09<01:19, 11.21it/s]
DDIM Inversion:  11%|█         | 108/999 [00:09<01:18, 11.30it/s]
DDIM Inversion:  11%|█         | 110/999 [00:09<01:18, 11.37it/s]
DDIM Inversion:  11%|█         | 112/999 [00:09<01:24, 10.54it/s]
DDIM Inversion:  11%|█▏        | 114/999 [00:09<01:22, 10.76it/s]
DDIM Inversion:  12%|█▏        | 116/999 [00:10<01:21, 10.82it/s]
DDIM Inversion:  12%|█▏        | 118/999 [00:10<01:21, 10.81it/s]
DDIM Inversion:  12%|█▏        | 120/999 [00:10<01:19, 11.12it/s]
DDIM Inversion:  12%|█▏        | 122/999 [00:10<01:17, 11.26it/s]
DDIM Inversion:  12%|█▏        | 124/999 [00:10<01:17, 11.31it/s]
DDIM Inversion:  13%|█▎        | 126/999 [00:10<01:21, 10.73it/s]
DDIM Inversion:  13%|█▎        | 128/999 [00:11<01:18, 11.06it/s]
DDIM Inversion:  13%|█▎        | 130/999 [00:11<01:20, 10.77it/s]
DDIM Inversion:  13%|█▎        | 132/999 [00:11<01:19, 10.90it/s]
DDIM Inversion:  13%|█▎        | 134/999 [00:11<01:15, 11.49it/s]
DDIM Inversion:  14%|█▎        | 136/999 [00:11<01:12, 11.88it/s]
DDIM Inversion:  14%|█▍        | 138/999 [00:11<01:11, 11.96it/s]
DDIM Inversion:  14%|█▍        | 140/999 [00:12<01:09, 12.32it/s]
DDIM Inversion:  14%|█▍        | 142/999 [00:12<01:09, 12.32it/s]
DDIM Inversion:  14%|█▍        | 144/999 [00:12<01:09, 12.26it/s]
DDIM Inversion:  15%|█▍        | 146/999 [00:12<01:08, 12.44it/s]
DDIM Inversion:  15%|█▍        | 148/999 [00:12<01:09, 12.17it/s]
DDIM Inversion:  15%|█▌        | 150/999 [00:12<01:08, 12.39it/s]
DDIM Inversion:  15%|█▌        | 152/999 [00:13<01:08, 12.40it/s]
DDIM Inversion:  15%|█▌        | 154/999 [00:13<01:07, 12.57it/s]
DDIM Inversion:  16%|█▌        | 156/999 [00:13<01:06, 12.59it/s]
DDIM Inversion:  16%|█▌        | 158/999 [00:13<01:08, 12.34it/s]
DDIM Inversion:  16%|█▌        | 160/999 [00:13<01:07, 12.49it/s]
DDIM Inversion:  16%|█▌        | 162/999 [00:13<01:06, 12.51it/s]
DDIM Inversion:  16%|█▋        | 164/999 [00:14<01:06, 12.56it/s]
DDIM Inversion:  17%|█▋        | 166/999 [00:14<01:08, 12.18it/s]
DDIM Inversion:  17%|█▋        | 168/999 [00:14<01:12, 11.39it/s]
DDIM Inversion:  17%|█▋        | 170/999 [00:14<01:10, 11.70it/s]
DDIM Inversion:  17%|█▋        | 172/999 [00:14<01:11, 11.58it/s]
DDIM Inversion:  17%|█▋        | 174/999 [00:14<01:11, 11.52it/s]
DDIM Inversion:  18%|█▊        | 176/999 [00:15<01:13, 11.26it/s]
DDIM Inversion:  18%|█▊        | 178/999 [00:15<01:13, 11.19it/s]
DDIM Inversion:  18%|█▊        | 180/999 [00:15<01:13, 11.17it/s]
DDIM Inversion:  18%|█▊        | 182/999 [00:15<01:12, 11.29it/s]
DDIM Inversion:  18%|█▊        | 184/999 [00:15<01:10, 11.49it/s]
DDIM Inversion:  19%|█▊        | 186/999 [00:15<01:08, 11.84it/s]
DDIM Inversion:  19%|█▉        | 188/999 [00:16<01:07, 12.04it/s]
DDIM Inversion:  19%|█▉        | 190/999 [00:16<01:06, 12.22it/s]
DDIM Inversion:  19%|█▉        | 192/999 [00:16<01:08, 11.79it/s]
DDIM Inversion:  19%|█▉        | 194/999 [00:16<01:08, 11.71it/s]
DDIM Inversion:  20%|█▉        | 196/999 [00:16<01:07, 11.89it/s]
DDIM Inversion:  20%|█▉        | 198/999 [00:16<01:05, 12.17it/s]
DDIM Inversion:  20%|██        | 200/999 [00:17<01:06, 12.03it/s]
DDIM Inversion:  20%|██        | 202/999 [00:17<01:05, 12.20it/s]
DDIM Inversion:  20%|██        | 204/999 [00:17<01:05, 12.08it/s]
DDIM Inversion:  21%|██        | 206/999 [00:17<01:04, 12.26it/s]
DDIM Inversion:  21%|██        | 208/999 [00:17<01:03, 12.43it/s]
DDIM Inversion:  21%|██        | 210/999 [00:17<01:06, 11.91it/s]
DDIM Inversion:  21%|██        | 212/999 [00:18<01:07, 11.65it/s]
DDIM Inversion:  21%|██▏       | 214/999 [00:18<01:12, 10.87it/s]
DDIM Inversion:  22%|██▏       | 216/999 [00:18<01:12, 10.84it/s]
DDIM Inversion:  22%|██▏       | 218/999 [00:18<01:12, 10.72it/s]
DDIM Inversion:  22%|██▏       | 220/999 [00:18<01:12, 10.77it/s]
DDIM Inversion:  22%|██▏       | 222/999 [00:19<01:08, 11.39it/s]
DDIM Inversion:  22%|██▏       | 224/999 [00:19<01:09, 11.08it/s]
DDIM Inversion:  23%|██▎       | 226/999 [00:19<01:13, 10.56it/s]
DDIM Inversion:  23%|██▎       | 228/999 [00:19<01:12, 10.68it/s]
DDIM Inversion:  23%|██▎       | 230/999 [00:19<01:10, 10.91it/s]
DDIM Inversion:  23%|██▎       | 232/999 [00:19<01:11, 10.79it/s]
DDIM Inversion:  23%|██▎       | 234/999 [00:20<01:11, 10.72it/s]
DDIM Inversion:  24%|██▎       | 236/999 [00:20<01:12, 10.58it/s]
DDIM Inversion:  24%|██▍       | 238/999 [00:20<01:10, 10.79it/s]
DDIM Inversion:  24%|██▍       | 240/999 [00:20<01:10, 10.83it/s]
DDIM Inversion:  24%|██▍       | 242/999 [00:20<01:09, 10.94it/s]
DDIM Inversion:  24%|██▍       | 244/999 [00:21<01:07, 11.24it/s]
DDIM Inversion:  25%|██▍       | 246/999 [00:21<01:04, 11.66it/s]
DDIM Inversion:  25%|██▍       | 248/999 [00:21<01:06, 11.37it/s]
DDIM Inversion:  25%|██▌       | 250/999 [00:21<01:03, 11.80it/s]
DDIM Inversion:  25%|██▌       | 252/999 [00:21<01:05, 11.47it/s]
DDIM Inversion:  25%|██▌       | 254/999 [00:21<01:05, 11.41it/s]
DDIM Inversion:  26%|██▌       | 256/999 [00:22<01:03, 11.63it/s]
DDIM Inversion:  26%|██▌       | 258/999 [00:22<01:01, 11.95it/s]
DDIM Inversion:  26%|██▌       | 260/999 [00:22<01:05, 11.35it/s]
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DDIM Inversion:  26%|██▋       | 264/999 [00:22<01:01, 11.93it/s]
DDIM Inversion:  27%|██▋       | 266/999 [00:22<01:01, 11.88it/s]
DDIM Inversion:  27%|██▋       | 268/999 [00:23<01:01, 11.95it/s]
DDIM Inversion:  27%|██▋       | 270/999 [00:23<01:02, 11.71it/s]
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DDIM Inversion:  27%|██▋       | 274/999 [00:23<00:59, 12.11it/s]
DDIM Inversion:  28%|██▊       | 276/999 [00:23<00:58, 12.26it/s]
DDIM Inversion:  28%|██▊       | 278/999 [00:23<00:58, 12.40it/s]
DDIM Inversion:  28%|██▊       | 280/999 [00:24<00:57, 12.49it/s]
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DDIM Inversion:  29%|██▊       | 286/999 [00:24<00:58, 12.25it/s]
DDIM Inversion:  29%|██▉       | 288/999 [00:24<00:59, 11.98it/s]
DDIM Inversion:  29%|██▉       | 290/999 [00:24<00:57, 12.24it/s]
DDIM Inversion:  29%|██▉       | 292/999 [00:25<00:57, 12.40it/s]
DDIM Inversion:  29%|██▉       | 294/999 [00:25<00:56, 12.50it/s]
DDIM Inversion:  30%|██▉       | 296/999 [00:25<00:59, 11.76it/s]
DDIM Inversion:  30%|██▉       | 298/999 [00:25<01:00, 11.60it/s]
DDIM Inversion:  30%|███       | 300/999 [00:25<00:58, 12.02it/s]
DDIM Inversion:  30%|███       | 302/999 [00:25<00:57, 12.14it/s]
DDIM Inversion:  30%|███       | 304/999 [00:26<00:58, 11.90it/s]
DDIM Inversion:  31%|███       | 306/999 [00:26<00:57, 12.11it/s]
DDIM Inversion:  31%|███       | 308/999 [00:26<00:57, 11.97it/s]
DDIM Inversion:  31%|███       | 310/999 [00:26<00:56, 12.23it/s]
DDIM Inversion:  31%|███       | 312/999 [00:26<00:55, 12.38it/s]
DDIM Inversion:  31%|███▏      | 314/999 [00:26<00:56, 12.21it/s]
DDIM Inversion:  32%|███▏      | 316/999 [00:27<00:55, 12.26it/s]
DDIM Inversion:  32%|███▏      | 318/999 [00:27<00:56, 12.01it/s]
DDIM Inversion:  32%|███▏      | 320/999 [00:27<00:57, 11.73it/s]
DDIM Inversion:  32%|███▏      | 322/999 [00:27<00:56, 11.91it/s]
DDIM Inversion:  32%|███▏      | 324/999 [00:27<00:57, 11.64it/s]
DDIM Inversion:  33%|███▎      | 326/999 [00:27<01:02, 10.85it/s]
DDIM Inversion:  33%|███▎      | 328/999 [00:28<01:01, 10.94it/s]
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DDIM Inversion:  33%|███▎      | 332/999 [00:28<01:04, 10.26it/s]
DDIM Inversion:  33%|███▎      | 334/999 [00:28<01:01, 10.77it/s]
DDIM Inversion:  34%|███▎      | 336/999 [00:28<01:02, 10.55it/s]
DDIM Inversion:  34%|███▍      | 338/999 [00:29<01:00, 10.93it/s]
DDIM Inversion:  34%|███▍      | 340/999 [00:29<00:57, 11.38it/s]
DDIM Inversion:  34%|███▍      | 342/999 [00:29<00:57, 11.52it/s]
DDIM Inversion:  34%|███▍      | 344/999 [00:29<00:56, 11.69it/s]
DDIM Inversion:  35%|███▍      | 346/999 [00:29<00:56, 11.52it/s]
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DDIM Inversion:  36%|███▌      | 358/999 [00:30<00:57, 11.10it/s]
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DDIM Inversion:  41%|████      | 406/999 [00:35<00:53, 11.10it/s]
DDIM Inversion:  41%|████      | 408/999 [00:35<00:50, 11.64it/s]
DDIM Inversion:  41%|████      | 410/999 [00:35<00:48, 12.05it/s]
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DDIM Inversion:  42%|████▏     | 418/999 [00:36<00:50, 11.52it/s]
DDIM Inversion:  42%|████▏     | 420/999 [00:36<00:52, 11.06it/s]
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DDIM Inversion:  43%|████▎     | 426/999 [00:36<00:52, 10.97it/s]
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DDIM Inversion:  43%|████▎     | 430/999 [00:37<00:51, 11.03it/s]
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DDIM Inversion:  43%|████▎     | 434/999 [00:37<00:49, 11.31it/s]
DDIM Inversion:  44%|████▎     | 436/999 [00:37<00:50, 11.17it/s]
DDIM Inversion:  44%|████▍     | 438/999 [00:37<00:52, 10.69it/s]
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DDIM Inversion:  44%|████▍     | 442/999 [00:38<00:50, 11.08it/s]
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DDIM Inversion:  45%|████▍     | 446/999 [00:38<00:49, 11.14it/s]
DDIM Inversion:  45%|████▍     | 448/999 [00:38<00:48, 11.32it/s]
DDIM Inversion:  45%|████▌     | 450/999 [00:38<00:47, 11.55it/s]
DDIM Inversion:  45%|████▌     | 452/999 [00:39<00:45, 11.91it/s]
DDIM Inversion:  45%|████▌     | 454/999 [00:39<00:44, 12.12it/s]
DDIM Inversion:  46%|████▌     | 456/999 [00:39<00:43, 12.35it/s]
DDIM Inversion:  46%|████▌     | 458/999 [00:39<00:43, 12.34it/s]
DDIM Inversion:  46%|████▌     | 460/999 [00:39<00:43, 12.49it/s]
DDIM Inversion:  46%|████▌     | 462/999 [00:39<00:42, 12.63it/s]
DDIM Inversion:  46%|████▋     | 464/999 [00:39<00:42, 12.54it/s]
DDIM Inversion:  47%|████▋     | 466/999 [00:40<00:43, 12.22it/s]
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DDIM Inversion:  47%|████▋     | 472/999 [00:40<00:47, 11.16it/s]
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DDIM Inversion:  48%|████▊     | 476/999 [00:41<00:50, 10.43it/s]
DDIM Inversion:  48%|████▊     | 478/999 [00:41<00:49, 10.58it/s]
DDIM Inversion:  48%|████▊     | 480/999 [00:41<00:49, 10.56it/s]
DDIM Inversion:  48%|████▊     | 482/999 [00:41<00:48, 10.65it/s]
DDIM Inversion:  48%|████▊     | 484/999 [00:41<00:49, 10.31it/s]
DDIM Inversion:  49%|████▊     | 486/999 [00:42<00:49, 10.32it/s]
DDIM Inversion:  49%|████▉     | 488/999 [00:42<00:49, 10.31it/s]
DDIM Inversion:  49%|████▉     | 490/999 [00:42<00:49, 10.25it/s]
DDIM Inversion:  49%|████▉     | 492/999 [00:42<00:46, 10.82it/s]
DDIM Inversion:  49%|████▉     | 494/999 [00:42<00:44, 11.35it/s]
DDIM Inversion:  50%|████▉     | 496/999 [00:42<00:43, 11.52it/s]
DDIM Inversion:  50%|████▉     | 498/999 [00:43<00:42, 11.69it/s]
DDIM Inversion:  50%|█████     | 500/999 [00:43<00:42, 11.75it/s]
DDIM Inversion:  50%|█████     | 502/999 [00:43<00:42, 11.68it/s]
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DDIM Inversion:  51%|█████     | 506/999 [00:43<00:42, 11.73it/s]
DDIM Inversion:  51%|█████     | 508/999 [00:43<00:43, 11.32it/s]
DDIM Inversion:  51%|█████     | 510/999 [00:44<00:41, 11.72it/s]
DDIM Inversion:  51%|█████▏    | 512/999 [00:44<00:41, 11.83it/s]
DDIM Inversion:  51%|█████▏    | 514/999 [00:44<00:41, 11.80it/s]
DDIM Inversion:  52%|█████▏    | 516/999 [00:44<00:40, 11.95it/s]
DDIM Inversion:  52%|█████▏    | 518/999 [00:44<00:40, 11.99it/s]
DDIM Inversion:  52%|█████▏    | 520/999 [00:44<00:40, 11.83it/s]
DDIM Inversion:  52%|█████▏    | 522/999 [00:45<00:39, 11.93it/s]
DDIM Inversion:  52%|█████▏    | 524/999 [00:45<00:40, 11.84it/s]
DDIM Inversion:  53%|█████▎    | 526/999 [00:45<00:40, 11.73it/s]
DDIM Inversion:  53%|█████▎    | 528/999 [00:45<00:39, 11.95it/s]
DDIM Inversion:  53%|█████▎    | 530/999 [00:45<00:39, 12.02it/s]
DDIM Inversion:  53%|█████▎    | 532/999 [00:45<00:38, 12.18it/s]
DDIM Inversion:  53%|█████▎    | 534/999 [00:46<00:37, 12.29it/s]
DDIM Inversion:  54%|█████▎    | 536/999 [00:46<00:37, 12.29it/s]
DDIM Inversion:  54%|█████▍    | 538/999 [00:46<00:37, 12.22it/s]
DDIM Inversion:  54%|█████▍    | 540/999 [00:46<00:37, 12.20it/s]
DDIM Inversion:  54%|█████▍    | 542/999 [00:46<00:38, 11.75it/s]
DDIM Inversion:  54%|█████▍    | 544/999 [00:46<00:39, 11.44it/s]
DDIM Inversion:  55%|█████▍    | 546/999 [00:47<00:38, 11.64it/s]
DDIM Inversion:  55%|█████▍    | 548/999 [00:47<00:37, 11.88it/s]
DDIM Inversion:  55%|█████▌    | 550/999 [00:47<00:37, 11.86it/s]
DDIM Inversion:  55%|█████▌    | 552/999 [00:47<00:37, 12.00it/s]
DDIM Inversion:  55%|█████▌    | 554/999 [00:47<00:36, 12.05it/s]
DDIM Inversion:  56%|█████▌    | 556/999 [00:47<00:37, 11.90it/s]
DDIM Inversion:  56%|█████▌    | 558/999 [00:48<00:36, 11.99it/s]
DDIM Inversion:  56%|█████▌    | 560/999 [00:48<00:36, 12.08it/s]
DDIM Inversion:  56%|█████▋    | 562/999 [00:48<00:37, 11.52it/s]
DDIM Inversion:  56%|█████▋    | 564/999 [00:48<00:39, 10.99it/s]
DDIM Inversion:  57%|█████▋    | 566/999 [00:48<00:38, 11.26it/s]
DDIM Inversion:  57%|█████▋    | 568/999 [00:49<00:38, 11.27it/s]
DDIM Inversion:  57%|█████▋    | 570/999 [00:49<00:41, 10.42it/s]
DDIM Inversion:  57%|█████▋    | 572/999 [00:49<00:40, 10.58it/s]
DDIM Inversion:  57%|█████▋    | 574/999 [00:49<00:38, 11.06it/s]
DDIM Inversion:  58%|█████▊    | 576/999 [00:49<00:37, 11.23it/s]
DDIM Inversion:  58%|█████▊    | 578/999 [00:49<00:38, 10.90it/s]
DDIM Inversion:  58%|█████▊    | 580/999 [00:50<00:37, 11.22it/s]
DDIM Inversion:  58%|█████▊    | 582/999 [00:50<00:36, 11.38it/s]
DDIM Inversion:  58%|█████▊    | 584/999 [00:50<00:37, 11.21it/s]
DDIM Inversion:  59%|█████▊    | 586/999 [00:50<00:36, 11.44it/s]
DDIM Inversion:  59%|█████▉    | 588/999 [00:50<00:36, 11.27it/s]
DDIM Inversion:  59%|█████▉    | 590/999 [00:51<00:37, 10.78it/s]
DDIM Inversion:  59%|█████▉    | 592/999 [00:51<00:38, 10.59it/s]
DDIM Inversion:  59%|█████▉    | 594/999 [00:51<00:37, 10.89it/s]
DDIM Inversion:  60%|█████▉    | 596/999 [00:51<00:35, 11.25it/s]
DDIM Inversion:  60%|█████▉    | 598/999 [00:51<00:35, 11.45it/s]
DDIM Inversion:  60%|██████    | 600/999 [00:51<00:35, 11.17it/s]
DDIM Inversion:  60%|██████    | 602/999 [00:52<00:34, 11.35it/s]
DDIM Inversion:  60%|██████    | 604/999 [00:52<00:35, 11.12it/s]
DDIM Inversion:  61%|██████    | 606/999 [00:52<00:35, 11.11it/s]
DDIM Inversion:  61%|██████    | 608/999 [00:52<00:35, 11.01it/s]
DDIM Inversion:  61%|██████    | 610/999 [00:52<00:35, 11.06it/s]
DDIM Inversion:  61%|██████▏   | 612/999 [00:53<00:33, 11.44it/s]
DDIM Inversion:  61%|██████▏   | 614/999 [00:53<00:34, 11.20it/s]
DDIM Inversion:  62%|██████▏   | 616/999 [00:53<00:33, 11.49it/s]
DDIM Inversion:  62%|██████▏   | 618/999 [00:53<00:33, 11.41it/s]
DDIM Inversion:  62%|██████▏   | 620/999 [00:53<00:33, 11.33it/s]
DDIM Inversion:  62%|██████▏   | 622/999 [00:53<00:33, 11.27it/s]
DDIM Inversion:  62%|██████▏   | 624/999 [00:54<00:33, 11.31it/s]
DDIM Inversion:  63%|██████▎   | 626/999 [00:54<00:33, 10.97it/s]
DDIM Inversion:  63%|██████▎   | 628/999 [00:54<00:33, 11.20it/s]
DDIM Inversion:  63%|██████▎   | 630/999 [00:54<00:32, 11.47it/s]
DDIM Inversion:  63%|██████▎   | 632/999 [00:54<00:35, 10.43it/s]
DDIM Inversion:  63%|██████▎   | 634/999 [00:55<00:34, 10.65it/s]
DDIM Inversion:  64%|██████▎   | 636/999 [00:55<00:32, 11.11it/s]
DDIM Inversion:  64%|██████▍   | 638/999 [00:55<00:32, 11.15it/s]
DDIM Inversion:  64%|██████▍   | 640/999 [00:55<00:31, 11.23it/s]
DDIM Inversion:  64%|██████▍   | 642/999 [00:55<00:30, 11.54it/s]
DDIM Inversion:  64%|██████▍   | 644/999 [00:55<00:30, 11.74it/s]
DDIM Inversion:  65%|██████▍   | 646/999 [00:56<00:30, 11.62it/s]
DDIM Inversion:  65%|██████▍   | 648/999 [00:56<00:30, 11.38it/s]
DDIM Inversion:  65%|██████▌   | 650/999 [00:56<00:31, 11.10it/s]
DDIM Inversion:  65%|██████▌   | 652/999 [00:56<00:32, 10.78it/s]
DDIM Inversion:  65%|██████▌   | 654/999 [00:56<00:31, 10.91it/s]
DDIM Inversion:  66%|██████▌   | 656/999 [00:56<00:31, 10.75it/s]
DDIM Inversion:  66%|██████▌   | 658/999 [00:57<00:30, 11.12it/s]
DDIM Inversion:  66%|██████▌   | 660/999 [00:57<00:31, 10.82it/s]
DDIM Inversion:  66%|██████▋   | 662/999 [00:57<00:31, 10.77it/s]
DDIM Inversion:  66%|██████▋   | 664/999 [00:57<00:30, 10.83it/s]
DDIM Inversion:  67%|██████▋   | 666/999 [00:57<00:30, 10.98it/s]
DDIM Inversion:  67%|██████▋   | 668/999 [00:58<00:29, 11.15it/s]
DDIM Inversion:  67%|██████▋   | 670/999 [00:58<00:29, 10.98it/s]
DDIM Inversion:  67%|██████▋   | 672/999 [00:58<00:29, 10.92it/s]
DDIM Inversion:  67%|██████▋   | 674/999 [00:58<00:29, 10.92it/s]
DDIM Inversion:  68%|██████▊   | 676/999 [00:58<00:29, 10.83it/s]
DDIM Inversion:  68%|██████▊   | 678/999 [00:58<00:29, 10.76it/s]
DDIM Inversion:  68%|██████▊   | 680/999 [00:59<00:29, 10.71it/s]
DDIM Inversion:  68%|██████▊   | 682/999 [00:59<00:30, 10.32it/s]
DDIM Inversion:  68%|██████▊   | 684/999 [00:59<00:30, 10.35it/s]
DDIM Inversion:  69%|██████▊   | 686/999 [00:59<00:30, 10.27it/s]
DDIM Inversion:  69%|██████▉   | 688/999 [00:59<00:30, 10.30it/s]
DDIM Inversion:  69%|██████▉   | 690/999 [01:00<00:29, 10.47it/s]
DDIM Inversion:  69%|██████▉   | 692/999 [01:00<00:29, 10.48it/s]
DDIM Inversion:  69%|██████▉   | 694/999 [01:00<00:29, 10.40it/s]
DDIM Inversion:  70%|██████▉   | 696/999 [01:00<00:28, 10.68it/s]
DDIM Inversion:  70%|██████▉   | 698/999 [01:00<00:27, 10.79it/s]
DDIM Inversion:  70%|███████   | 700/999 [01:01<00:27, 10.71it/s]
DDIM Inversion:  70%|███████   | 702/999 [01:01<00:27, 10.87it/s]
DDIM Inversion:  70%|███████   | 704/999 [01:01<00:28, 10.39it/s]
DDIM Inversion:  71%|███████   | 706/999 [01:01<00:28, 10.34it/s]
DDIM Inversion:  71%|███████   | 708/999 [01:01<00:27, 10.48it/s]
DDIM Inversion:  71%|███████   | 710/999 [01:02<00:27, 10.45it/s]
DDIM Inversion:  71%|███████▏  | 712/999 [01:02<00:27, 10.49it/s]
DDIM Inversion:  71%|███████▏  | 714/999 [01:02<00:27, 10.34it/s]
DDIM Inversion:  72%|███████▏  | 716/999 [01:02<00:27, 10.46it/s]
DDIM Inversion:  72%|███████▏  | 718/999 [01:02<00:27, 10.35it/s]
DDIM Inversion:  72%|███████▏  | 720/999 [01:03<00:26, 10.61it/s]
DDIM Inversion:  72%|███████▏  | 722/999 [01:03<00:26, 10.62it/s]
DDIM Inversion:  72%|███████▏  | 724/999 [01:03<00:26, 10.55it/s]
DDIM Inversion:  73%|███████▎  | 726/999 [01:03<00:25, 10.58it/s]
DDIM Inversion:  73%|███████▎  | 728/999 [01:03<00:25, 10.64it/s]
DDIM Inversion:  73%|███████▎  | 730/999 [01:03<00:24, 11.06it/s]
DDIM Inversion:  73%|███████▎  | 732/999 [01:04<00:23, 11.17it/s]
DDIM Inversion:  73%|███████▎  | 734/999 [01:04<00:23, 11.33it/s]
DDIM Inversion:  74%|███████▎  | 736/999 [01:04<00:23, 11.38it/s]
DDIM Inversion:  74%|███████▍  | 738/999 [01:04<00:22, 11.67it/s]
DDIM Inversion:  74%|███████▍  | 740/999 [01:04<00:21, 12.03it/s]
DDIM Inversion:  74%|███████▍  | 742/999 [01:04<00:20, 12.29it/s]
DDIM Inversion:  74%|███████▍  | 744/999 [01:05<00:21, 11.90it/s]
DDIM Inversion:  75%|███████▍  | 746/999 [01:05<00:21, 11.53it/s]
DDIM Inversion:  75%|███████▍  | 748/999 [01:05<00:21, 11.44it/s]
DDIM Inversion:  75%|███████▌  | 750/999 [01:05<00:21, 11.38it/s]
DDIM Inversion:  75%|███████▌  | 752/999 [01:05<00:21, 11.26it/s]
DDIM Inversion:  75%|███████▌  | 754/999 [01:05<00:21, 11.49it/s]
DDIM Inversion:  76%|███████▌  | 756/999 [01:06<00:22, 10.92it/s]
DDIM Inversion:  76%|███████▌  | 758/999 [01:06<00:23, 10.20it/s]
DDIM Inversion:  76%|███████▌  | 760/999 [01:06<00:23, 10.17it/s]
DDIM Inversion:  76%|███████▋  | 762/999 [01:06<00:23, 10.12it/s]
DDIM Inversion:  76%|███████▋  | 764/999 [01:06<00:22, 10.54it/s]
DDIM Inversion:  77%|███████▋  | 766/999 [01:07<00:21, 10.74it/s]
DDIM Inversion:  77%|███████▋  | 768/999 [01:07<00:21, 10.56it/s]
DDIM Inversion:  77%|███████▋  | 770/999 [01:07<00:21, 10.74it/s]
DDIM Inversion:  77%|███████▋  | 772/999 [01:07<00:21, 10.79it/s]
DDIM Inversion:  77%|███████▋  | 774/999 [01:07<00:20, 11.05it/s]
DDIM Inversion:  78%|███████▊  | 776/999 [01:08<00:20, 10.97it/s]
DDIM Inversion:  78%|███████▊  | 778/999 [01:08<00:20, 10.82it/s]
DDIM Inversion:  78%|███████▊  | 780/999 [01:08<00:20, 10.75it/s]
DDIM Inversion:  78%|███████▊  | 782/999 [01:08<00:20, 10.79it/s]
DDIM Inversion:  78%|███████▊  | 784/999 [01:08<00:19, 10.97it/s]
DDIM Inversion:  79%|███████▊  | 786/999 [01:08<00:19, 11.06it/s]
DDIM Inversion:  79%|███████▉  | 788/999 [01:09<00:19, 11.00it/s]
DDIM Inversion:  79%|███████▉  | 790/999 [01:09<00:19, 10.85it/s]
DDIM Inversion:  79%|███████▉  | 792/999 [01:09<00:19, 10.85it/s]
DDIM Inversion:  79%|███████▉  | 794/999 [01:09<00:18, 10.98it/s]
DDIM Inversion:  80%|███████▉  | 796/999 [01:09<00:18, 10.85it/s]
DDIM Inversion:  80%|███████▉  | 798/999 [01:10<00:18, 10.96it/s]
DDIM Inversion:  80%|████████  | 800/999 [01:10<00:18, 10.99it/s]
DDIM Inversion:  80%|████████  | 802/999 [01:10<00:18, 10.94it/s]
DDIM Inversion:  80%|████████  | 804/999 [01:10<00:18, 10.81it/s]
DDIM Inversion:  81%|████████  | 806/999 [01:10<00:18, 10.63it/s]
DDIM Inversion:  81%|████████  | 808/999 [01:11<00:17, 10.82it/s]
DDIM Inversion:  81%|████████  | 810/999 [01:11<00:17, 11.02it/s]
DDIM Inversion:  81%|████████▏ | 812/999 [01:11<00:16, 11.12it/s]
DDIM Inversion:  81%|████████▏ | 814/999 [01:11<00:16, 11.45it/s]
DDIM Inversion:  82%|████████▏ | 816/999 [01:11<00:16, 11.33it/s]
DDIM Inversion:  82%|████████▏ | 818/999 [01:11<00:16, 11.04it/s]
DDIM Inversion:  82%|████████▏ | 820/999 [01:12<00:15, 11.31it/s]
DDIM Inversion:  82%|████████▏ | 822/999 [01:12<00:15, 11.25it/s]
DDIM Inversion:  82%|████████▏ | 824/999 [01:12<00:15, 11.22it/s]
DDIM Inversion:  83%|████████▎ | 826/999 [01:12<00:15, 11.48it/s]
DDIM Inversion:  83%|████████▎ | 828/999 [01:12<00:14, 11.51it/s]
DDIM Inversion:  83%|████████▎ | 830/999 [01:12<00:14, 11.42it/s]
DDIM Inversion:  83%|████████▎ | 832/999 [01:13<00:14, 11.23it/s]
DDIM Inversion:  83%|████████▎ | 834/999 [01:13<00:14, 11.11it/s]
DDIM Inversion:  84%|████████▎ | 836/999 [01:13<00:14, 10.88it/s]
DDIM Inversion:  84%|████████▍ | 838/999 [01:13<00:14, 11.06it/s]
DDIM Inversion:  84%|████████▍ | 840/999 [01:13<00:14, 11.13it/s]
DDIM Inversion:  84%|████████▍ | 842/999 [01:14<00:13, 11.44it/s]
DDIM Inversion:  84%|████████▍ | 844/999 [01:14<00:13, 11.52it/s]
DDIM Inversion:  85%|████████▍ | 846/999 [01:14<00:13, 11.65it/s]
DDIM Inversion:  85%|████████▍ | 848/999 [01:14<00:13, 10.96it/s]
DDIM Inversion:  85%|████████▌ | 850/999 [01:14<00:13, 11.06it/s]
DDIM Inversion:  85%|████████▌ | 852/999 [01:14<00:13, 11.08it/s]
DDIM Inversion:  85%|████████▌ | 854/999 [01:15<00:13, 11.12it/s]
DDIM Inversion:  86%|████████▌ | 856/999 [01:15<00:12, 11.00it/s]
DDIM Inversion:  86%|████████▌ | 858/999 [01:15<00:12, 11.15it/s]
DDIM Inversion:  86%|████████▌ | 860/999 [01:15<00:12, 11.49it/s]
DDIM Inversion:  86%|████████▋ | 862/999 [01:15<00:12, 11.36it/s]
DDIM Inversion:  86%|████████▋ | 864/999 [01:16<00:12, 11.14it/s]
DDIM Inversion:  87%|████████▋ | 866/999 [01:16<00:11, 11.11it/s]
DDIM Inversion:  87%|████████▋ | 868/999 [01:16<00:11, 11.09it/s]
DDIM Inversion:  87%|████████▋ | 870/999 [01:16<00:11, 11.16it/s]
DDIM Inversion:  87%|████████▋ | 872/999 [01:16<00:11, 11.08it/s]
DDIM Inversion:  87%|████████▋ | 874/999 [01:16<00:11, 11.23it/s]
DDIM Inversion:  88%|████████▊ | 876/999 [01:17<00:10, 11.26it/s]
DDIM Inversion:  88%|████████▊ | 878/999 [01:17<00:10, 11.73it/s]
DDIM Inversion:  88%|████████▊ | 880/999 [01:17<00:10, 11.65it/s]
DDIM Inversion:  88%|████████▊ | 882/999 [01:17<00:10, 11.47it/s]
DDIM Inversion:  88%|████████▊ | 884/999 [01:17<00:10, 11.14it/s]
DDIM Inversion:  89%|████████▊ | 886/999 [01:17<00:10, 11.12it/s]
DDIM Inversion:  89%|████████▉ | 888/999 [01:18<00:09, 11.41it/s]
DDIM Inversion:  89%|████████▉ | 890/999 [01:18<00:09, 11.65it/s]
DDIM Inversion:  89%|████████▉ | 892/999 [01:18<00:09, 11.37it/s]
DDIM Inversion:  89%|████████▉ | 894/999 [01:18<00:08, 11.77it/s]
DDIM Inversion:  90%|████████▉ | 896/999 [01:18<00:08, 11.49it/s]
DDIM Inversion:  90%|████████▉ | 898/999 [01:18<00:08, 11.61it/s]
DDIM Inversion:  90%|█████████ | 900/999 [01:19<00:08, 11.72it/s]
DDIM Inversion:  90%|█████████ | 902/999 [01:19<00:08, 11.52it/s]
DDIM Inversion:  90%|█████████ | 904/999 [01:19<00:08, 11.63it/s]
DDIM Inversion:  91%|█████████ | 906/999 [01:19<00:07, 11.76it/s]
DDIM Inversion:  91%|█████████ | 908/999 [01:19<00:07, 11.60it/s]
DDIM Inversion:  91%|█████████ | 910/999 [01:20<00:07, 11.30it/s]
DDIM Inversion:  91%|█████████▏| 912/999 [01:20<00:07, 11.14it/s]
DDIM Inversion:  91%|█████████▏| 914/999 [01:20<00:07, 11.09it/s]
DDIM Inversion:  92%|█████████▏| 916/999 [01:20<00:07, 10.84it/s]
DDIM Inversion:  92%|█████████▏| 918/999 [01:20<00:07, 10.93it/s]
DDIM Inversion:  92%|█████████▏| 920/999 [01:20<00:07, 10.59it/s]
DDIM Inversion:  92%|█████████▏| 922/999 [01:21<00:07, 10.80it/s]
DDIM Inversion:  92%|█████████▏| 924/999 [01:21<00:06, 11.12it/s]
DDIM Inversion:  93%|█████████▎| 926/999 [01:21<00:06, 10.98it/s]
DDIM Inversion:  93%|█████████▎| 928/999 [01:21<00:06, 10.73it/s]
DDIM Inversion:  93%|█████████▎| 930/999 [01:21<00:06, 10.70it/s]
DDIM Inversion:  93%|█████████▎| 932/999 [01:22<00:06, 10.70it/s]
DDIM Inversion:  93%|█████████▎| 934/999 [01:22<00:05, 11.11it/s]
DDIM Inversion:  94%|█████████▎| 936/999 [01:22<00:05, 10.95it/s]
DDIM Inversion:  94%|█████████▍| 938/999 [01:22<00:05, 11.17it/s]
DDIM Inversion:  94%|█████████▍| 940/999 [01:22<00:05, 11.04it/s]
DDIM Inversion:  94%|█████████▍| 942/999 [01:22<00:05, 10.77it/s]
DDIM Inversion:  94%|█████████▍| 944/999 [01:23<00:04, 11.13it/s]
DDIM Inversion:  95%|█████████▍| 946/999 [01:23<00:04, 11.13it/s]
DDIM Inversion:  95%|█████████▍| 948/999 [01:23<00:04, 10.54it/s]
DDIM Inversion:  95%|█████████▌| 950/999 [01:23<00:04, 10.51it/s]
DDIM Inversion:  95%|█████████▌| 952/999 [01:23<00:04, 10.67it/s]
DDIM Inversion:  95%|█████████▌| 954/999 [01:24<00:04, 10.69it/s]
DDIM Inversion:  96%|█████████▌| 956/999 [01:24<00:04, 10.65it/s]
DDIM Inversion:  96%|█████████▌| 958/999 [01:24<00:03, 10.50it/s]
DDIM Inversion:  96%|█████████▌| 960/999 [01:24<00:03, 10.58it/s]
DDIM Inversion:  96%|█████████▋| 962/999 [01:24<00:03, 10.57it/s]
DDIM Inversion:  96%|█████████▋| 964/999 [01:25<00:03, 10.65it/s]
DDIM Inversion:  97%|█████████▋| 966/999 [01:25<00:03, 10.46it/s]
DDIM Inversion:  97%|█████████▋| 968/999 [01:25<00:03, 10.10it/s]
DDIM Inversion:  97%|█████████▋| 970/999 [01:25<00:02, 10.24it/s]
DDIM Inversion:  97%|█████████▋| 972/999 [01:25<00:02, 10.03it/s]
DDIM Inversion:  97%|█████████▋| 974/999 [01:26<00:02,  9.93it/s]
DDIM Inversion:  98%|█████████▊| 975/999 [01:26<00:02,  9.91it/s]
DDIM Inversion:  98%|█████████▊| 976/999 [01:26<00:02,  9.68it/s]
DDIM Inversion:  98%|█████████▊| 977/999 [01:26<00:02,  9.72it/s]
DDIM Inversion:  98%|█████████▊| 979/999 [01:26<00:01, 10.14it/s]
DDIM Inversion:  98%|█████████▊| 981/999 [01:26<00:01, 10.22it/s]
DDIM Inversion:  98%|█████████▊| 983/999 [01:26<00:01, 10.27it/s]
DDIM Inversion:  99%|█████████▊| 985/999 [01:27<00:01, 10.64it/s]
DDIM Inversion:  99%|█████████▉| 987/999 [01:27<00:01, 10.80it/s]
DDIM Inversion:  99%|█████████▉| 989/999 [01:27<00:00, 10.78it/s]
DDIM Inversion:  99%|█████████▉| 991/999 [01:27<00:00, 11.08it/s]
DDIM Inversion:  99%|█████████▉| 993/999 [01:27<00:00, 11.24it/s]
DDIM Inversion: 100%|█████████▉| 995/999 [01:28<00:00, 11.02it/s]
DDIM Inversion: 100%|█████████▉| 997/999 [01:28<00:00, 10.78it/s]
DDIM Inversion: 100%|██████████| 999/999 [01:28<00:00, 10.94it/s]
DDIM Inversion: 100%|██████████| 999/999 [01:28<00:00, 11.30it/s]
Data shape for DDIM sampling is (1, 4, 64, 64), eta 0.0
Running DDIM Sampling with 999 timesteps
Selected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341
361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701
721 741 761 781 801 821 841 861 881 901 921 941 961 981]
DDIM Sampler:   0%|          | 0/999 [00:00<?, ?it/s]
DDIM Sampler:   0%|          | 2/999 [00:00<01:38, 10.13it/s]
DDIM Sampler:   0%|          | 4/999 [00:00<01:34, 10.54it/s]
DDIM Sampler:   1%|          | 6/999 [00:00<01:31, 10.89it/s]
DDIM Sampler:   1%|          | 8/999 [00:00<01:29, 11.04it/s]
DDIM Sampler:   1%|          | 10/999 [00:00<01:28, 11.11it/s]
DDIM Sampler:   1%|          | 12/999 [00:01<01:28, 11.17it/s]
DDIM Sampler:   1%|▏         | 14/999 [00:01<01:27, 11.20it/s]
DDIM Sampler:   2%|▏         | 16/999 [00:01<01:28, 11.15it/s]
DDIM Sampler:   2%|▏         | 18/999 [00:01<01:28, 11.14it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 36.05it/s]
Saving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 11.82it/s]
Saving input blocks feature maps:  92%|█████████▏| 11/12 [00:01<00:00,  7.93it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  8.79it/s]
DDIM Sampler:   2%|▏         | 20/999 [00:03<05:37,  2.90it/s]
DDIM Sampler:   2%|▏         | 22/999 [00:03<04:21,  3.74it/s]
DDIM Sampler:   2%|▏         | 24/999 [00:03<03:29,  4.65it/s]
DDIM Sampler:   3%|▎         | 25/999 [00:03<03:10,  5.12it/s]
DDIM Sampler:   3%|▎         | 26/999 [00:04<02:51,  5.68it/s]
DDIM Sampler:   3%|▎         | 27/999 [00:04<02:34,  6.29it/s]
DDIM Sampler:   3%|▎         | 29/999 [00:04<02:07,  7.61it/s]
DDIM Sampler:   3%|▎         | 31/999 [00:04<01:52,  8.57it/s]
DDIM Sampler:   3%|▎         | 33/999 [00:04<01:43,  9.34it/s]
DDIM Sampler:   4%|▎         | 35/999 [00:04<01:37,  9.90it/s]
DDIM Sampler:   4%|▎         | 37/999 [00:05<01:36,  9.95it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 104.18it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 88.82it/s]
DDIM Sampler:   4%|▍         | 39/999 [00:05<02:28,  6.46it/s]
DDIM Sampler:   4%|▍         | 41/999 [00:05<02:10,  7.35it/s]
DDIM Sampler:   4%|▍         | 42/999 [00:05<02:04,  7.69it/s]
DDIM Sampler:   4%|▍         | 43/999 [00:06<02:00,  7.93it/s]
DDIM Sampler:   4%|▍         | 44/999 [00:06<01:55,  8.30it/s]
DDIM Sampler:   5%|▍         | 45/999 [00:06<01:50,  8.65it/s]
DDIM Sampler:   5%|▍         | 46/999 [00:06<01:48,  8.79it/s]
DDIM Sampler:   5%|▍         | 47/999 [00:06<01:45,  9.07it/s]
DDIM Sampler:   5%|▍         | 49/999 [00:06<01:36,  9.85it/s]
DDIM Sampler:   5%|▌         | 51/999 [00:06<01:35,  9.97it/s]
DDIM Sampler:   5%|▌         | 53/999 [00:06<01:33, 10.15it/s]
DDIM Sampler:   6%|▌         | 55/999 [00:07<01:30, 10.40it/s]
DDIM Sampler:   6%|▌         | 57/999 [00:07<01:30, 10.46it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.72it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.30it/s]
DDIM Sampler:   6%|▌         | 59/999 [00:07<02:16,  6.91it/s]
DDIM Sampler:   6%|▌         | 60/999 [00:07<02:08,  7.29it/s]
DDIM Sampler:   6%|▌         | 61/999 [00:08<02:01,  7.69it/s]
DDIM Sampler:   6%|▌         | 62/999 [00:08<01:56,  8.03it/s]
DDIM Sampler:   6%|▋         | 64/999 [00:08<01:43,  9.02it/s]
DDIM Sampler:   7%|▋         | 66/999 [00:08<01:36,  9.69it/s]
DDIM Sampler:   7%|▋         | 68/999 [00:08<01:31, 10.18it/s]
DDIM Sampler:   7%|▋         | 70/999 [00:08<01:28, 10.46it/s]
DDIM Sampler:   7%|▋         | 72/999 [00:09<01:27, 10.59it/s]
DDIM Sampler:   7%|▋         | 74/999 [00:09<01:26, 10.66it/s]
DDIM Sampler:   8%|▊         | 76/999 [00:09<01:25, 10.76it/s]
DDIM Sampler:   8%|▊         | 78/999 [00:09<01:27, 10.49it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 47.99it/s]
Saving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 17.93it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 20.70it/s]
DDIM Sampler:   8%|▊         | 80/999 [00:10<03:17,  4.65it/s]
DDIM Sampler:   8%|▊         | 82/999 [00:10<02:41,  5.68it/s]
DDIM Sampler:   8%|▊         | 84/999 [00:10<02:18,  6.61it/s]
DDIM Sampler:   9%|▊         | 85/999 [00:11<02:09,  7.03it/s]
DDIM Sampler:   9%|▊         | 86/999 [00:11<02:02,  7.43it/s]
DDIM Sampler:   9%|▊         | 87/999 [00:11<01:55,  7.86it/s]
DDIM Sampler:   9%|▉         | 89/999 [00:11<01:44,  8.70it/s]
DDIM Sampler:   9%|▉         | 91/999 [00:11<01:39,  9.16it/s]
DDIM Sampler:   9%|▉         | 93/999 [00:11<01:33,  9.69it/s]
DDIM Sampler:  10%|▉         | 95/999 [00:12<01:31,  9.83it/s]
DDIM Sampler:  10%|▉         | 97/999 [00:12<01:27, 10.28it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.81it/s]
DDIM Sampler:  10%|▉         | 99/999 [00:12<02:09,  6.97it/s]
DDIM Sampler:  10%|█         | 101/999 [00:12<01:54,  7.84it/s]
DDIM Sampler:  10%|█         | 103/999 [00:13<01:45,  8.46it/s]
DDIM Sampler:  10%|█         | 104/999 [00:13<01:43,  8.65it/s]
DDIM Sampler:  11%|█         | 105/999 [00:13<01:40,  8.87it/s]
DDIM Sampler:  11%|█         | 107/999 [00:13<01:32,  9.59it/s]
DDIM Sampler:  11%|█         | 109/999 [00:13<01:29,  9.94it/s]
DDIM Sampler:  11%|█         | 111/999 [00:13<01:25, 10.41it/s]
DDIM Sampler:  11%|█▏        | 113/999 [00:14<01:26, 10.30it/s]
DDIM Sampler:  12%|█▏        | 115/999 [00:14<01:24, 10.49it/s]
DDIM Sampler:  12%|█▏        | 117/999 [00:14<01:23, 10.55it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.97it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.58it/s]
DDIM Sampler:  12%|█▏        | 119/999 [00:14<02:10,  6.76it/s]
DDIM Sampler:  12%|█▏        | 121/999 [00:15<01:55,  7.63it/s]
DDIM Sampler:  12%|█▏        | 122/999 [00:15<01:50,  7.92it/s]
DDIM Sampler:  12%|█▏        | 124/999 [00:15<01:42,  8.54it/s]
DDIM Sampler:  13%|█▎        | 125/999 [00:15<01:39,  8.75it/s]
DDIM Sampler:  13%|█▎        | 127/999 [00:15<01:34,  9.25it/s]
DDIM Sampler:  13%|█▎        | 129/999 [00:15<01:31,  9.49it/s]
DDIM Sampler:  13%|█▎        | 131/999 [00:16<01:28,  9.78it/s]
DDIM Sampler:  13%|█▎        | 133/999 [00:16<01:27,  9.91it/s]
DDIM Sampler:  14%|█▎        | 135/999 [00:16<01:24, 10.23it/s]
DDIM Sampler:  14%|█▎        | 137/999 [00:16<01:22, 10.45it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 32.30it/s]
Saving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 21.40it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 26.44it/s]
DDIM Sampler:  14%|█▍        | 139/999 [00:17<02:47,  5.13it/s]
DDIM Sampler:  14%|█▍        | 141/999 [00:17<02:22,  6.02it/s]
DDIM Sampler:  14%|█▍        | 143/999 [00:17<02:03,  6.91it/s]
DDIM Sampler:  15%|█▍        | 145/999 [00:18<01:50,  7.72it/s]
DDIM Sampler:  15%|█▍        | 147/999 [00:18<01:42,  8.28it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 103.59it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 117.14it/s]
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DDIM Sampler:  86%|████████▌ | 859/999 [01:42<00:24,  5.64it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  8.35it/s]
DDIM Sampler:  88%|████████▊ | 879/999 [01:45<00:41,  2.87it/s]
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DDIM Sampler:  90%|████████▉ | 899/999 [01:48<00:19,  5.02it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 26.53it/s]
DDIM Sampler: 100%|██████████| 999/999 [02:02<00:00,  3.73it/s]
DDIM Sampler: 100%|██████████| 999/999 [02:02<00:00,  8.14it/s]
Sampled images and extracted features saved in: ./outputs_real
Global seed set to 50
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loading source experiment features: 100%|██████████| 50/50 [00:01<00:00, 35.97it/s]
Data shape for DDIM sampling is (3, 4, 64, 64), eta 0.0
Running DDIM Sampling with 50 timesteps
DDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]
DDIM Sampler:   2%|▏         | 1/50 [00:01<01:04,  1.31s/it]
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DDIM Sampler:  20%|██        | 10/50 [00:10<00:42,  1.07s/it]
DDIM Sampler:  22%|██▏       | 11/50 [00:11<00:42,  1.09s/it]
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DDIM Sampler:  38%|███▊      | 19/50 [00:19<00:32,  1.04s/it]
DDIM Sampler:  40%|████      | 20/50 [00:20<00:31,  1.06s/it]
DDIM Sampler:  42%|████▏     | 21/50 [00:21<00:30,  1.04s/it]
DDIM Sampler:  44%|████▍     | 22/50 [00:22<00:28,  1.01s/it]
DDIM Sampler:  46%|████▌     | 23/50 [00:23<00:26,  1.02it/s]
DDIM Sampler:  48%|████▊     | 24/50 [00:24<00:24,  1.05it/s]
DDIM Sampler:  50%|█████     | 25/50 [00:25<00:24,  1.03it/s]
DDIM Sampler:  52%|█████▏    | 26/50 [00:26<00:23,  1.04it/s]
DDIM Sampler:  54%|█████▍    | 27/50 [00:27<00:21,  1.05it/s]
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DDIM Sampler:  58%|█████▊    | 29/50 [00:29<00:19,  1.06it/s]
DDIM Sampler:  60%|██████    | 30/50 [00:30<00:18,  1.08it/s]
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DDIM Sampler:  66%|██████▌   | 33/50 [00:32<00:15,  1.09it/s]
DDIM Sampler:  68%|██████▊   | 34/50 [00:33<00:14,  1.09it/s]
DDIM Sampler:  70%|███████   | 35/50 [00:34<00:13,  1.08it/s]
DDIM Sampler:  72%|███████▏  | 36/50 [00:35<00:13,  1.04it/s]
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DDIM Sampler:  76%|███████▌  | 38/50 [00:37<00:11,  1.04it/s]
DDIM Sampler:  78%|███████▊  | 39/50 [00:38<00:10,  1.06it/s]
DDIM Sampler:  80%|████████  | 40/50 [00:39<00:09,  1.08it/s]
DDIM Sampler:  82%|████████▏ | 41/50 [00:40<00:08,  1.10it/s]
DDIM Sampler:  84%|████████▍ | 42/50 [00:41<00:07,  1.11it/s]
DDIM Sampler:  86%|████████▌ | 43/50 [00:42<00:06,  1.10it/s]
DDIM Sampler:  88%|████████▊ | 44/50 [00:43<00:05,  1.11it/s]
DDIM Sampler:  90%|█████████ | 45/50 [00:43<00:04,  1.11it/s]
DDIM Sampler:  92%|█████████▏| 46/50 [00:44<00:03,  1.12it/s]
DDIM Sampler:  94%|█████████▍| 47/50 [00:45<00:02,  1.11it/s]
DDIM Sampler:  96%|█████████▌| 48/50 [00:46<00:01,  1.12it/s]
DDIM Sampler:  98%|█████████▊| 49/50 [00:47<00:00,  1.11it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:48<00:00,  1.13it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:48<00:00,  1.03it/s]
PnP results saved in: ./outputs_real/translations/10.0_a_photo_of_a_robot_horse; ./outputs_real/translations/10.0_a_photo_of_a_bronze_horse_in_a_museum; ./outputs_real/translations/10.0_a_photo_of_a_pink_toy_horse_on_the_beach

Prediction

daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8

Model

daanelson/plug_and_play_image_translation:f41455dc

lonnkbsomvedxmz4ypkudmy6bu

Status

Succeeded

Source

Web

Hardware

–

Total duration

6m 11s

Created

about 2 years ago

Input

input_image
translation_prompts: a photorealistic image of bear cubs in the snow;a polygonal illustration of a cat and a bunny
negative_prompt_alpha: "0"
feature_injection_threshold: 0.8

{
  "input_image": "https://replicate.delivery/pbxt/IIh8XymNHyPIyDuwVZSlPv1HhbC5vBNZ6enyApBVrpP7hVyR/cat_bunny_painting.jpg",
  "translation_prompts": "a photorealistic image of bear cubs in the snow;a polygonal illustration of a cat and a bunny",
  "negative_prompt_alpha": "0",
  "feature_injection_threshold": 0.8
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
  {
    input: {
      input_image: "https://replicate.delivery/pbxt/IIh8XymNHyPIyDuwVZSlPv1HhbC5vBNZ6enyApBVrpP7hVyR/cat_bunny_painting.jpg",
      translation_prompts: "a photorealistic image of bear cubs in the snow;a polygonal illustration of a cat and a bunny",
      negative_prompt_alpha: "0",
      feature_injection_threshold: 0.8
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
    input={
        "input_image": "https://replicate.delivery/pbxt/IIh8XymNHyPIyDuwVZSlPv1HhbC5vBNZ6enyApBVrpP7hVyR/cat_bunny_painting.jpg",
        "translation_prompts": "a photorealistic image of bear cubs in the snow;a polygonal illustration of a cat and a bunny",
        "negative_prompt_alpha": "0",
        "feature_injection_threshold": 0.8
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run daanelson/plug_and_play_image_translation 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": "f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
    "input": {
      "input_image": "https://replicate.delivery/pbxt/IIh8XymNHyPIyDuwVZSlPv1HhbC5vBNZ6enyApBVrpP7hVyR/cat_bunny_painting.jpg",
      "translation_prompts": "a photorealistic image of bear cubs in the snow;a polygonal illustration of a cat and a bunny",
      "negative_prompt_alpha": "0",
      "feature_injection_threshold": 0.8
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2023-02-12T10:15:31.152406Z",
  "created_at": "2023-02-12T10:09:20.619058Z",
  "data_removed": false,
  "error": null,
  "id": "lonnkbsomvedxmz4ypkudmy6bu",
  "input": {
    "input_image": "https://replicate.delivery/pbxt/IIh8XymNHyPIyDuwVZSlPv1HhbC5vBNZ6enyApBVrpP7hVyR/cat_bunny_painting.jpg",
    "translation_prompts": "a photorealistic image of bear cubs in the snow;a polygonal illustration of a cat and a bunny",
    "negative_prompt_alpha": "0",
    "feature_injection_threshold": 0.8
  },
  "logs": "Global seed set to 50\nloaded input image of size (453, 453) from /tmp/tmpwj0rf07vcat_bunny_painting.jpg\nRunning DDIM inversion with 999 timesteps\nDDIM Inversion:   0%|          | 0/999 [00:00<?, ?it/s]\nDDIM Inversion:   0%|          | 2/999 [00:00<01:20, 12.45it/s]\nDDIM Inversion:   0%|          | 4/999 [00:00<01:30, 11.01it/s]\nDDIM Inversion:   1%|          | 6/999 [00:00<01:31, 10.82it/s]\nDDIM Inversion:   1%|          | 8/999 [00:00<01:25, 11.54it/s]\nDDIM Inversion:   1%|          | 10/999 [00:00<01:26, 11.50it/s]\nDDIM Inversion:   1%|          | 12/999 [00:01<01:26, 11.39it/s]\nDDIM Inversion:   1%|▏         | 14/999 [00:01<01:25, 11.59it/s]\nDDIM Inversion:   2%|▏         | 16/999 [00:01<01:24, 11.70it/s]\nDDIM Inversion:   2%|▏         | 18/999 [00:01<01:26, 11.34it/s]\nDDIM Inversion:   2%|▏         | 20/999 [00:01<01:22, 11.86it/s]\nDDIM Inversion:   2%|▏         | 22/999 [00:01<01:24, 11.50it/s]\nDDIM Inversion:   2%|▏         | 24/999 [00:02<01:24, 11.57it/s]\nDDIM Inversion:   3%|▎         | 26/999 [00:02<01:24, 11.50it/s]\nDDIM Inversion:   3%|▎         | 28/999 [00:02<01:24, 11.45it/s]\nDDIM Inversion:   3%|▎         | 30/999 [00:02<01:25, 11.37it/s]\nDDIM Inversion:   3%|▎         | 32/999 [00:02<01:23, 11.57it/s]\nDDIM Inversion:   3%|▎         | 34/999 [00:02<01:23, 11.59it/s]\nDDIM Inversion:   4%|▎         | 36/999 [00:03<01:20, 11.90it/s]\nDDIM Inversion:   4%|▍         | 38/999 [00:03<01:27, 11.00it/s]\nDDIM Inversion:   4%|▍         | 40/999 [00:03<01:26, 11.06it/s]\nDDIM Inversion:   4%|▍         | 42/999 [00:03<01:25, 11.23it/s]\nDDIM Inversion:   4%|▍         | 44/999 [00:03<01:23, 11.43it/s]\nDDIM Inversion:   5%|▍         | 46/999 [00:04<01:22, 11.48it/s]\nDDIM Inversion:   5%|▍         | 48/999 [00:04<01:20, 11.81it/s]\nDDIM Inversion:   5%|▌         | 50/999 [00:04<01:20, 11.84it/s]\nDDIM Inversion:   5%|▌         | 52/999 [00:04<01:21, 11.61it/s]\nDDIM Inversion:   5%|▌         | 54/999 [00:04<01:20, 11.76it/s]\nDDIM Inversion:   6%|▌         | 56/999 [00:04<01:21, 11.59it/s]\nDDIM Inversion:   6%|▌         | 58/999 [00:05<01:22, 11.42it/s]\nDDIM Inversion:   6%|▌         | 60/999 [00:05<01:21, 11.47it/s]\nDDIM Inversion:   6%|▌         | 62/999 [00:05<01:21, 11.56it/s]\nDDIM Inversion:   6%|▋         | 64/999 [00:05<01:21, 11.53it/s]\nDDIM Inversion:   7%|▋         | 66/999 [00:05<01:21, 11.52it/s]\nDDIM Inversion:   7%|▋         | 68/999 [00:05<01:20, 11.55it/s]\nDDIM Inversion:   7%|▋         | 70/999 [00:06<01:17, 11.94it/s]\nDDIM Inversion:   7%|▋         | 72/999 [00:06<01:16, 12.08it/s]\nDDIM Inversion:   7%|▋         | 74/999 [00:06<01:14, 12.35it/s]\nDDIM Inversion:   8%|▊         | 76/999 [00:06<01:16, 12.07it/s]\nDDIM Inversion:   8%|▊         | 78/999 [00:06<01:17, 11.86it/s]\nDDIM Inversion:   8%|▊         | 80/999 [00:06<01:15, 12.20it/s]\nDDIM Inversion:   8%|▊         | 82/999 [00:07<01:19, 11.58it/s]\nDDIM Inversion:   8%|▊         | 84/999 [00:07<01:16, 11.98it/s]\nDDIM Inversion:   9%|▊         | 86/999 [00:07<01:14, 12.31it/s]\nDDIM Inversion:   9%|▉         | 88/999 [00:07<01:14, 12.25it/s]\nDDIM Inversion:   9%|▉         | 90/999 [00:07<01:13, 12.39it/s]\nDDIM Inversion:   9%|▉         | 92/999 [00:07<01:12, 12.54it/s]\nDDIM Inversion:   9%|▉         | 94/999 [00:08<01:11, 12.66it/s]\nDDIM Inversion:  10%|▉         | 96/999 [00:08<01:10, 12.78it/s]\nDDIM Inversion:  10%|▉         | 98/999 [00:08<01:10, 12.73it/s]\nDDIM Inversion:  10%|█         | 100/999 [00:08<01:12, 12.46it/s]\nDDIM Inversion:  10%|█         | 102/999 [00:08<01:14, 12.02it/s]\nDDIM Inversion:  10%|█         | 104/999 [00:08<01:14, 12.02it/s]\nDDIM Inversion:  11%|█         | 106/999 [00:09<01:13, 12.10it/s]\nDDIM Inversion:  11%|█         | 108/999 [00:09<01:13, 12.09it/s]\nDDIM Inversion:  11%|█         | 110/999 [00:09<01:18, 11.35it/s]\nDDIM Inversion:  11%|█         | 112/999 [00:09<01:17, 11.41it/s]\nDDIM Inversion:  11%|█▏        | 114/999 [00:09<01:18, 11.29it/s]\nDDIM Inversion:  12%|█▏        | 116/999 [00:09<01:23, 10.58it/s]\nDDIM Inversion:  12%|█▏        | 118/999 [00:10<01:26, 10.14it/s]\nDDIM Inversion:  12%|█▏        | 120/999 [00:10<01:29,  9.86it/s]\nDDIM Inversion:  12%|█▏        | 121/999 [00:10<01:29,  9.81it/s]\nDDIM Inversion:  12%|█▏        | 123/999 [00:10<01:23, 10.47it/s]\nDDIM Inversion:  13%|█▎        | 125/999 [00:10<01:25, 10.23it/s]\nDDIM Inversion:  13%|█▎        | 127/999 [00:11<01:22, 10.52it/s]\nDDIM Inversion:  13%|█▎        | 129/999 [00:11<01:18, 11.05it/s]\nDDIM Inversion:  13%|█▎        | 131/999 [00:11<01:20, 10.83it/s]\nDDIM Inversion:  13%|█▎        | 133/999 [00:11<01:18, 11.03it/s]\nDDIM Inversion:  14%|█▎        | 135/999 [00:11<01:15, 11.49it/s]\nDDIM Inversion:  14%|█▎        | 137/999 [00:11<01:16, 11.26it/s]\nDDIM Inversion:  14%|█▍        | 139/999 [00:12<01:18, 10.91it/s]\nDDIM Inversion:  14%|█▍        | 141/999 [00:12<01:17, 11.05it/s]\nDDIM Inversion:  14%|█▍        | 143/999 [00:12<01:19, 10.80it/s]\nDDIM Inversion:  15%|█▍        | 145/999 [00:12<01:17, 10.99it/s]\nDDIM Inversion:  15%|█▍        | 147/999 [00:12<01:14, 11.46it/s]\nDDIM Inversion:  15%|█▍        | 149/999 [00:12<01:12, 11.70it/s]\nDDIM Inversion:  15%|█▌        | 151/999 [00:13<01:10, 12.04it/s]\nDDIM Inversion:  15%|█▌        | 153/999 [00:13<01:08, 12.26it/s]\nDDIM Inversion:  16%|█▌        | 155/999 [00:13<01:10, 12.00it/s]\nDDIM Inversion:  16%|█▌        | 157/999 [00:13<01:11, 11.82it/s]\nDDIM Inversion:  16%|█▌        | 159/999 [00:13<01:09, 12.01it/s]\nDDIM Inversion:  16%|█▌        | 161/999 [00:13<01:14, 11.30it/s]\nDDIM Inversion:  16%|█▋        | 163/999 [00:14<01:14, 11.22it/s]\nDDIM Inversion:  17%|█▋        | 165/999 [00:14<01:14, 11.18it/s]\nDDIM Inversion:  17%|█▋        | 167/999 [00:14<01:14, 11.11it/s]\nDDIM Inversion:  17%|█▋        | 169/999 [00:14<01:16, 10.86it/s]\nDDIM Inversion:  17%|█▋        | 171/999 [00:14<01:14, 11.16it/s]\nDDIM Inversion:  17%|█▋        | 173/999 [00:15<01:14, 11.09it/s]\nDDIM Inversion:  18%|█▊        | 175/999 [00:15<01:15, 10.87it/s]\nDDIM Inversion:  18%|█▊        | 177/999 [00:15<01:14, 10.96it/s]\nDDIM Inversion:  18%|█▊        | 179/999 [00:15<01:14, 11.08it/s]\nDDIM Inversion:  18%|█▊        | 181/999 [00:15<01:11, 11.45it/s]\nDDIM Inversion:  18%|█▊        | 183/999 [00:15<01:08, 11.83it/s]\nDDIM Inversion:  19%|█▊        | 185/999 [00:16<01:07, 12.03it/s]\nDDIM Inversion:  19%|█▊        | 187/999 [00:16<01:08, 11.86it/s]\nDDIM Inversion:  19%|█▉        | 189/999 [00:16<01:08, 11.78it/s]\nDDIM Inversion:  19%|█▉        | 191/999 [00:16<01:08, 11.75it/s]\nDDIM Inversion:  19%|█▉        | 193/999 [00:16<01:09, 11.55it/s]\nDDIM Inversion:  20%|█▉        | 195/999 [00:16<01:11, 11.32it/s]\nDDIM Inversion:  20%|█▉        | 197/999 [00:17<01:09, 11.50it/s]\nDDIM Inversion:  20%|█▉        | 199/999 [00:17<01:09, 11.50it/s]\nDDIM Inversion:  20%|██        | 201/999 [00:17<01:10, 11.29it/s]\nDDIM Inversion:  20%|██      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Inversion:  29%|██▉       | 293/999 [00:25<01:01, 11.50it/s]\nDDIM Inversion:  30%|██▉       | 295/999 [00:25<01:00, 11.65it/s]\nDDIM Inversion:  30%|██▉       | 297/999 [00:25<01:00, 11.56it/s]\nDDIM Inversion:  30%|██▉       | 299/999 [00:25<00:59, 11.75it/s]\nDDIM Inversion:  30%|███       | 301/999 [00:25<00:58, 12.02it/s]\nDDIM Inversion:  30%|███       | 303/999 [00:26<00:56, 12.24it/s]\nDDIM Inversion:  31%|███       | 305/999 [00:26<00:56, 12.37it/s]\nDDIM Inversion:  31%|███       | 307/999 [00:26<00:55, 12.49it/s]\nDDIM Inversion:  31%|███       | 309/999 [00:26<00:56, 12.27it/s]\nDDIM Inversion:  31%|███       | 311/999 [00:26<00:56, 12.17it/s]\nDDIM Inversion:  31%|███▏      | 313/999 [00:26<00:58, 11.76it/s]\nDDIM Inversion:  32%|███▏      | 315/999 [00:27<00:58, 11.73it/s]\nDDIM Inversion:  32%|███▏      | 317/999 [00:27<00:58, 11.58it/s]\nDDIM Inversion:  32%|███▏      | 319/999 [00:27<00:59, 11.48it/s]\nDDIM Inversion:  32%|███▏      | 321/999 [00:27<00:59, 11.40it/s]\nDDIM Inversion:  32%|███▏      | 323/999 [00:27<00:58, 11.51it/s]\nDDIM Inversion:  33%|███▎      | 325/999 [00:27<00:58, 11.56it/s]\nDDIM Inversion:  33%|███▎      | 327/999 [00:28<00:58, 11.43it/s]\nDDIM Inversion:  33%|███▎      | 329/999 [00:28<00:59, 11.32it/s]\nDDIM Inversion:  33%|███▎      | 331/999 [00:28<01:01, 10.90it/s]\nDDIM Inversion:  33%|███▎      | 333/999 [00:28<01:03, 10.52it/s]\nDDIM Inversion:  34%|███▎      | 335/999 [00:28<01:02, 10.66it/s]\nDDIM Inversion:  34%|███▎      | 337/999 [00:29<01:01, 10.78it/s]\nDDIM Inversion:  34%|███▍      | 339/999 [00:29<00:59, 11.04it/s]\nDDIM Inversion:  34%|███▍      | 341/999 [00:29<00:59, 11.03it/s]\nDDIM Inversion:  34%|███▍      | 343/999 [00:29<00:59, 11.04it/s]\nDDIM Inversion:  35%|███▍      | 345/999 [00:29<00:58, 11.11it/s]\nDDIM Inversion:  35%|███▍      | 347/999 [00:29<00:56, 11.52it/s]\nDDIM Inversion:  35%|███▍      | 349/999 [00:30<00:57, 11.32it/s]\nDDIM Inversion:  35%|███▌      | 351/999 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44%|████▍     | 441/999 [00:38<00:49, 11.25it/s]\nDDIM Inversion:  44%|████▍     | 443/999 [00:38<00:49, 11.19it/s]\nDDIM Inversion:  45%|████▍     | 445/999 [00:38<00:49, 11.16it/s]\nDDIM Inversion:  45%|████▍     | 447/999 [00:38<00:49, 11.24it/s]\nDDIM Inversion:  45%|████▍     | 449/999 [00:38<00:47, 11.68it/s]\nDDIM Inversion:  45%|████▌     | 451/999 [00:38<00:47, 11.51it/s]\nDDIM Inversion:  45%|████▌     | 453/999 [00:39<00:47, 11.57it/s]\nDDIM Inversion:  46%|████▌     | 455/999 [00:39<00:47, 11.56it/s]\nDDIM Inversion:  46%|████▌     | 457/999 [00:39<00:45, 11.89it/s]\nDDIM Inversion:  46%|████▌     | 459/999 [00:39<00:45, 11.97it/s]\nDDIM Inversion:  46%|████▌     | 461/999 [00:39<00:43, 12.28it/s]\nDDIM Inversion:  46%|████▋     | 463/999 [00:39<00:42, 12.52it/s]\nDDIM Inversion:  47%|████▋     | 465/999 [00:40<00:42, 12.71it/s]\nDDIM Inversion:  47%|████▋     | 467/999 [00:40<00:42, 12.40it/s]\nDDIM Inversion:  47%|████▋     | 469/999 [00:40<00:42, 12.45it/s]\nDDIM Inversion:  47%|████▋     | 471/999 [00:40<00:43, 12.21it/s]\nDDIM Inversion:  47%|████▋     | 473/999 [00:40<00:42, 12.44it/s]\nDDIM Inversion:  48%|████▊     | 475/999 [00:40<00:42, 12.47it/s]\nDDIM Inversion:  48%|████▊     | 477/999 [00:41<00:41, 12.56it/s]\nDDIM Inversion:  48%|████▊     | 479/999 [00:41<00:43, 12.05it/s]\nDDIM Inversion:  48%|████▊     | 481/999 [00:41<00:43, 12.00it/s]\nDDIM Inversion:  48%|████▊     | 483/999 [00:41<00:43, 11.98it/s]\nDDIM Inversion:  49%|████▊     | 485/999 [00:41<00:43, 11.75it/s]\nDDIM Inversion:  49%|████▊     | 487/999 [00:41<00:43, 11.69it/s]\nDDIM Inversion:  49%|████▉     | 489/999 [00:42<00:42, 12.07it/s]\nDDIM Inversion:  49%|████▉     | 491/999 [00:42<00:42, 11.83it/s]\nDDIM Inversion:  49%|████▉     | 493/999 [00:42<00:43, 11.76it/s]\nDDIM Inversion:  50%|████▉     | 495/999 [00:42<00:43, 11.57it/s]\nDDIM Inversion:  50%|████▉     | 497/999 [00:42<00:42, 11.84it/s]\nDDIM Inversion:  50%|████▉     | 499/999 [00:42<00:40, 12.22it/s]\nDDIM Inversion:  50%|█████     | 501/999 [00:43<00:39, 12.51it/s]\nDDIM Inversion:  50%|█████     | 503/999 [00:43<00:39, 12.53it/s]\nDDIM Inversion:  51%|█████     | 505/999 [00:43<00:39, 12.45it/s]\nDDIM Inversion:  51%|█████     | 507/999 [00:43<00:40, 12.24it/s]\nDDIM Inversion:  51%|█████     | 509/999 [00:43<00:39, 12.29it/s]\nDDIM Inversion:  51%|█████     | 511/999 [00:43<00:40, 12.17it/s]\nDDIM Inversion:  51%|█████▏    | 513/999 [00:44<00:40, 12.01it/s]\nDDIM Inversion:  52%|█████▏    | 515/999 [00:44<00:40, 11.81it/s]\nDDIM Inversion:  52%|█████▏    | 517/999 [00:44<00:40, 11.98it/s]\nDDIM Inversion:  52%|█████▏    | 519/999 [00:44<00:40, 11.83it/s]\nDDIM Inversion:  52%|█████▏    | 521/999 [00:44<00:42, 11.26it/s]\nDDIM Inversion:  52%|█████▏    | 523/999 [00:44<00:44, 10.71it/s]\nDDIM Inversion:  53%|█████▎    | 525/999 [00:45<00:42, 11.05it/s]\nDDIM Inversion:  53%|█████▎    | 527/999 [00:45<00:42, 11.01it/s]\nDDIM Inversion:  53%|█████▎    | 529/999 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559/999 [00:47<00:38, 11.45it/s]\nDDIM Inversion:  56%|█████▌    | 561/999 [00:48<00:38, 11.28it/s]\nDDIM Inversion:  56%|█████▋    | 563/999 [00:48<00:37, 11.62it/s]\nDDIM Inversion:  57%|█████▋    | 565/999 [00:48<00:37, 11.43it/s]\nDDIM Inversion:  57%|█████▋    | 567/999 [00:48<00:36, 11.70it/s]\nDDIM Inversion:  57%|█████▋    | 569/999 [00:48<00:37, 11.60it/s]\nDDIM Inversion:  57%|█████▋    | 571/999 [00:49<00:36, 11.60it/s]\nDDIM Inversion:  57%|█████▋    | 573/999 [00:49<00:35, 12.01it/s]\nDDIM Inversion:  58%|█████▊    | 575/999 [00:49<00:34, 12.32it/s]\nDDIM Inversion:  58%|█████▊    | 577/999 [00:49<00:35, 11.93it/s]\nDDIM Inversion:  58%|█████▊    | 579/999 [00:49<00:36, 11.57it/s]\nDDIM Inversion:  58%|█████▊    | 581/999 [00:49<00:37, 11.28it/s]\nDDIM Inversion:  58%|█████▊    | 583/999 [00:50<00:36, 11.43it/s]\nDDIM Inversion:  59%|█████▊    | 585/999 [00:50<00:36, 11.40it/s]\nDDIM Inversion:  59%|█████▉    | 587/999 [00:50<00:36, 11.34it/s]\nDDIM Inversion:  59%|█████▉  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62%|██████▏   | 619/999 [00:53<00:32, 11.84it/s]\nDDIM Inversion:  62%|██████▏   | 621/999 [00:53<00:31, 12.18it/s]\nDDIM Inversion:  62%|██████▏   | 623/999 [00:53<00:30, 12.32it/s]\nDDIM Inversion:  63%|██████▎   | 625/999 [00:53<00:31, 12.01it/s]\nDDIM Inversion:  63%|██████▎   | 627/999 [00:53<00:30, 12.02it/s]\nDDIM Inversion:  63%|██████▎   | 629/999 [00:53<00:32, 11.43it/s]\nDDIM Inversion:  63%|██████▎   | 631/999 [00:54<00:32, 11.34it/s]\nDDIM Inversion:  63%|██████▎   | 633/999 [00:54<00:32, 11.42it/s]\nDDIM Inversion:  64%|██████▎   | 635/999 [00:54<00:31, 11.64it/s]\nDDIM Inversion:  64%|██████▍   | 637/999 [00:54<00:31, 11.50it/s]\nDDIM Inversion:  64%|██████▍   | 639/999 [00:54<00:30, 11.91it/s]\nDDIM Inversion:  64%|██████▍   | 641/999 [00:55<00:30, 11.59it/s]\nDDIM Inversion:  64%|██████▍   | 643/999 [00:55<00:32, 11.00it/s]\nDDIM Inversion:  65%|██████▍   | 645/999 [00:55<00:31, 11.11it/s]\nDDIM Inversion:  65%|██████▍   | 647/999 [00:55<00:31, 11.34it/s]\nDDIM Inversion:  65%|██████▍   | 649/999 [00:55<00:29, 11.76it/s]\nDDIM Inversion:  65%|██████▌   | 651/999 [00:55<00:29, 11.84it/s]\nDDIM Inversion:  65%|██████▌   | 653/999 [00:56<00:28, 12.19it/s]\nDDIM Inversion:  66%|██████▌   | 655/999 [00:56<00:27, 12.46it/s]\nDDIM Inversion:  66%|██████▌   | 657/999 [00:56<00:27, 12.34it/s]\nDDIM Inversion:  66%|██████▌   | 659/999 [00:56<00:27, 12.28it/s]\nDDIM Inversion:  66%|██████▌   | 661/999 [00:56<00:27, 12.10it/s]\nDDIM Inversion:  66%|██████▋   | 663/999 [00:56<00:28, 11.65it/s]\nDDIM Inversion:  67%|██████▋   | 665/999 [00:57<00:27, 11.99it/s]\nDDIM Inversion:  67%|██████▋   | 667/999 [00:57<00:27, 12.26it/s]\nDDIM Inversion:  67%|██████▋   | 669/999 [00:57<00:26, 12.49it/s]\nDDIM Inversion:  67%|██████▋   | 671/999 [00:57<00:28, 11.70it/s]\nDDIM Inversion:  67%|██████▋   | 673/999 [00:57<00:27, 11.81it/s]\nDDIM Inversion:  68%|██████▊   | 675/999 [00:57<00:27, 11.74it/s]\nDDIM Inversion:  68%|██████▊   | 677/999 [00:58<00:26, 12.00it/s]\nDDIM Inversion:  68%|██████▊   | 679/999 [00:58<00:26, 11.96it/s]\nDDIM Inversion:  68%|██████▊   | 681/999 [00:58<00:26, 11.83it/s]\nDDIM Inversion:  68%|██████▊   | 683/999 [00:58<00:26, 11.90it/s]\nDDIM Inversion:  69%|██████▊   | 685/999 [00:58<00:26, 11.81it/s]\nDDIM Inversion:  69%|██████▉   | 687/999 [00:58<00:26, 11.59it/s]\nDDIM Inversion:  69%|██████▉   | 689/999 [00:59<00:27, 11.39it/s]\nDDIM Inversion:  69%|██████▉   | 691/999 [00:59<00:26, 11.66it/s]\nDDIM Inversion:  69%|██████▉   | 693/999 [00:59<00:25, 12.04it/s]\nDDIM Inversion:  70%|██████▉   | 695/999 [00:59<00:25, 11.97it/s]\nDDIM Inversion:  70%|██████▉   | 697/999 [00:59<00:25, 11.81it/s]\nDDIM Inversion:  70%|██████▉   | 699/999 [00:59<00:24, 12.09it/s]\nDDIM Inversion:  70%|███████   | 701/999 [01:00<00:24, 11.97it/s]\nDDIM Inversion:  70%|███████   | 703/999 [01:00<00:25, 11.79it/s]\nDDIM Inversion:  71%|███████   | 705/999 [01:00<00:25, 11.58it/s]\nDDIM Inversion:  71%|███████   | 707/999 [01:00<00:25, 11.30it/s]\nDDIM Inversion:  71%|███████   | 709/999 [01:00<00:27, 10.60it/s]\nDDIM Inversion:  71%|███████   | 711/999 [01:00<00:26, 10.95it/s]\nDDIM Inversion:  71%|███████▏  | 713/999 [01:01<00:25, 11.01it/s]\nDDIM Inversion:  72%|███████▏  | 715/999 [01:01<00:25, 11.32it/s]\nDDIM Inversion:  72%|███████▏  | 717/999 [01:01<00:25, 11.13it/s]\nDDIM Inversion:  72%|███████▏  | 719/999 [01:01<00:25, 11.13it/s]\nDDIM Inversion:  72%|███████▏  | 721/999 [01:01<00:24, 11.44it/s]\nDDIM Inversion:  72%|███████▏  | 723/999 [01:02<00:23, 11.52it/s]\nDDIM Inversion:  73%|███████▎  | 725/999 [01:02<00:24, 11.27it/s]\nDDIM Inversion:  73%|███████▎  | 727/999 [01:02<00:24, 11.25it/s]\nDDIM Inversion:  73%|███████▎  | 729/999 [01:02<00:24, 11.22it/s]\nDDIM Inversion:  73%|███████▎  | 731/999 [01:02<00:23, 11.31it/s]\nDDIM Inversion:  73%|███████▎  | 733/999 [01:02<00:23, 11.21it/s]\nDDIM Inversion:  74%|███████▎  | 735/999 [01:03<00:23, 11.16it/s]\nDDIM Inversion:  74%|███████▍  | 737/999 [01:03<00:23, 11.14it/s]\nDDIM Inversion:  74%|███████▍  | 739/999 [01:03<00:22, 11.32it/s]\nDDIM Inversion:  74%|███████▍  | 741/999 [01:03<00:22, 11.22it/s]\nDDIM Inversion:  74%|███████▍  | 743/999 [01:03<00:22, 11.45it/s]\nDDIM Inversion:  75%|███████▍  | 745/999 [01:03<00:21, 11.59it/s]\nDDIM Inversion:  75%|███████▍  | 747/999 [01:04<00:21, 11.58it/s]\nDDIM Inversion:  75%|███████▍  | 749/999 [01:04<00:22, 11.31it/s]\nDDIM Inversion:  75%|███████▌  | 751/999 [01:04<00:22, 10.82it/s]\nDDIM Inversion:  75%|███████▌  | 753/999 [01:04<00:21, 11.30it/s]\nDDIM Inversion:  76%|███████▌  | 755/999 [01:04<00:21, 11.62it/s]\nDDIM Inversion:  76%|███████▌  | 757/999 [01:05<00:20, 11.53it/s]\nDDIM Inversion:  76%|███████▌  | 759/999 [01:05<00:20, 11.69it/s]\nDDIM Inversion:  76%|███████▌  | 761/999 [01:05<00:21, 11.20it/s]\nDDIM Inversion:  76%|███████▋  | 763/999 [01:05<00:20, 11.35it/s]\nDDIM Inversion:  77%|███████▋  | 765/999 [01:05<00:19, 11.79it/s]\nDDIM Inversion:  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Inversion:  80%|███████▉  | 797/999 [01:08<00:17, 11.82it/s]\nDDIM Inversion:  80%|███████▉  | 799/999 [01:08<00:17, 11.67it/s]\nDDIM Inversion:  80%|████████  | 801/999 [01:08<00:16, 11.70it/s]\nDDIM Inversion:  80%|████████  | 803/999 [01:09<00:16, 11.82it/s]\nDDIM Inversion:  81%|████████  | 805/999 [01:09<00:16, 11.90it/s]\nDDIM Inversion:  81%|████████  | 807/999 [01:09<00:16, 11.59it/s]\nDDIM Inversion:  81%|████████  | 809/999 [01:09<00:16, 11.64it/s]\nDDIM Inversion:  81%|████████  | 811/999 [01:09<00:16, 11.72it/s]\nDDIM Inversion:  81%|████████▏ | 813/999 [01:10<00:17, 10.91it/s]\nDDIM Inversion:  82%|████████▏ | 815/999 [01:10<00:16, 11.04it/s]\nDDIM Inversion:  82%|████████▏ | 817/999 [01:10<00:16, 10.84it/s]\nDDIM Inversion:  82%|████████▏ | 819/999 [01:10<00:16, 10.87it/s]\nDDIM Inversion:  82%|████████▏ | 821/999 [01:10<00:16, 10.68it/s]\nDDIM Inversion:  82%|████████▏ | 823/999 [01:10<00:15, 11.02it/s]\nDDIM Inversion:  83%|████████▎ | 825/999 [01:11<00:15, 11.14it/s]\nDDIM Inversion:  83%|████████▎ | 827/999 [01:11<00:15, 10.95it/s]\nDDIM Inversion:  83%|████████▎ | 829/999 [01:11<00:16, 10.56it/s]\nDDIM Inversion:  83%|████████▎ | 831/999 [01:11<00:15, 10.98it/s]\nDDIM Inversion:  83%|████████▎ | 833/999 [01:11<00:14, 11.23it/s]\nDDIM Inversion:  84%|████████▎ | 835/999 [01:11<00:14, 11.67it/s]\nDDIM Inversion:  84%|████████▍ | 837/999 [01:12<00:13, 12.01it/s]\nDDIM Inversion:  84%|████████▍ | 839/999 [01:12<00:13, 11.76it/s]\nDDIM Inversion:  84%|████████▍ | 841/999 [01:12<00:13, 11.86it/s]\nDDIM Inversion:  84%|████████▍ | 843/999 [01:12<00:12, 12.03it/s]\nDDIM Inversion:  85%|████████▍ | 845/999 [01:12<00:12, 12.22it/s]\nDDIM Inversion:  85%|████████▍ | 847/999 [01:12<00:12, 12.16it/s]\nDDIM Inversion:  85%|████████▍ | 849/999 [01:13<00:12, 11.95it/s]\nDDIM Inversion:  85%|████████▌ | 851/999 [01:13<00:12, 11.69it/s]\nDDIM Inversion:  85%|████████▌ | 853/999 [01:13<00:12, 11.48it/s]\nDDIM Inversion:  86%|████████▌ | 855/999 [01:13<00:12, 11.60it/s]\nDDIM Inversion:  86%|████████▌ | 857/999 [01:13<00:12, 11.57it/s]\nDDIM Inversion:  86%|████████▌ | 859/999 [01:14<00:12, 11.43it/s]\nDDIM Inversion:  86%|████████▌ | 861/999 [01:14<00:11, 11.62it/s]\nDDIM Inversion:  86%|████████▋ | 863/999 [01:14<00:12, 10.88it/s]\nDDIM Inversion:  87%|████████▋ | 865/999 [01:14<00:12, 10.93it/s]\nDDIM Inversion:  87%|████████▋ | 867/999 [01:14<00:11, 11.54it/s]\nDDIM Inversion:  87%|████████▋ | 869/999 [01:14<00:11, 11.46it/s]\nDDIM Inversion:  87%|████████▋ | 871/999 [01:15<00:11, 11.27it/s]\nDDIM Inversion:  87%|████████▋ | 873/999 [01:15<00:11, 11.35it/s]\nDDIM Inversion:  88%|████████▊ | 875/999 [01:15<00:10, 11.35it/s]\nDDIM Inversion:  88%|████████▊ | 877/999 [01:15<00:11, 11.03it/s]\nDDIM Inversion:  88%|████████▊ | 879/999 [01:15<00:11, 10.74it/s]\nDDIM Inversion:  88%|████████▊ | 881/999 [01:16<00:10, 10.88it/s]\nDDIM Inversion:  88%|████████▊ | 883/999 [01:16<00:10, 11.13it/s]\nDDIM Inversion:  89%|████████▊ | 885/999 [01:16<00:09, 11.49it/s]\nDDIM Inversion:  89%|████████▉ | 887/999 [01:16<00:09, 11.64it/s]\nDDIM Inversion:  89%|████████▉ | 889/999 [01:16<00:09, 11.78it/s]\nDDIM Inversion:  89%|████████▉ | 891/999 [01:16<00:09, 11.74it/s]\nDDIM Inversion:  89%|████████▉ | 893/999 [01:17<00:09, 10.83it/s]\nDDIM Inversion:  90%|████████▉ | 895/999 [01:17<00:09, 11.13it/s]\nDDIM Inversion:  90%|████████▉ | 897/999 [01:17<00:09, 11.16it/s]\nDDIM Inversion:  90%|████████▉ | 899/999 [01:17<00:09, 10.81it/s]\nDDIM Inversion:  90%|█████████ | 901/999 [01:17<00:08, 10.96it/s]\nDDIM Inversion:  90%|█████████ | 903/999 [01:17<00:08, 11.52it/s]\nDDIM Inversion:  91%|█████████ | 905/999 [01:18<00:08, 11.22it/s]\nDDIM Inversion:  91%|█████████ | 907/999 [01:18<00:08, 11.19it/s]\nDDIM Inversion:  91%|█████████ | 909/999 [01:18<00:07, 11.27it/s]\nDDIM Inversion:  91%|█████████ | 911/999 [01:18<00:07, 11.67it/s]\nDDIM Inversion:  91%|█████████▏| 913/999 [01:18<00:07, 11.77it/s]\nDDIM Inversion:  92%|█████████▏| 915/999 [01:18<00:07, 11.62it/s]\nDDIM Inversion:  92%|█████████▏| 917/999 [01:19<00:07, 11.29it/s]\nDDIM Inversion:  92%|█████████▏| 919/999 [01:19<00:06, 11.52it/s]\nDDIM Inversion:  92%|█████████▏| 921/999 [01:19<00:06, 11.63it/s]\nDDIM Inversion:  92%|█████████▏| 923/999 [01:19<00:06, 11.82it/s]\nDDIM Inversion:  93%|█████████▎| 925/999 [01:19<00:06, 11.94it/s]\nDDIM Inversion:  93%|█████████▎| 927/999 [01:20<00:06, 11.59it/s]\nDDIM Inversion:  93%|█████████▎| 929/999 [01:20<00:05, 11.91it/s]\nDDIM Inversion:  93%|█████████▎| 931/999 [01:20<00:05, 12.19it/s]\nDDIM Inversion:  93%|█████████▎| 933/999 [01:20<00:05, 12.18it/s]\nDDIM Inversion:  94%|█████████▎| 935/999 [01:20<00:05, 12.23it/s]\nDDIM Inversion:  94%|█████████▍| 937/999 [01:20<00:05, 12.28it/s]\nDDIM Inversion:  94%|█████████▍| 939/999 [01:20<00:04, 12.37it/s]\nDDIM Inversion:  94%|█████████▍| 941/999 [01:21<00:04, 11.60it/s]\nDDIM Inversion:  94%|█████████▍| 943/999 [01:21<00:05, 10.99it/s]\nDDIM Inversion:  95%|█████████▍| 945/999 [01:21<00:05, 10.43it/s]\nDDIM Inversion:  95%|█████████▍| 947/999 [01:21<00:05, 10.35it/s]\nDDIM Inversion:  95%|█████████▍| 949/999 [01:21<00:04, 10.61it/s]\nDDIM Inversion:  95%|█████████▌| 951/999 [01:22<00:04, 10.73it/s]\nDDIM Inversion:  95%|█████████▌| 953/999 [01:22<00:04, 10.61it/s]\nDDIM Inversion:  96%|█████████▌| 955/999 [01:22<00:04, 10.59it/s]\nDDIM Inversion:  96%|█████████▌| 957/999 [01:22<00:04, 10.49it/s]\nDDIM Inversion:  96%|█████████▌| 959/999 [01:22<00:03, 10.37it/s]\nDDIM Inversion:  96%|█████████▌| 961/999 [01:23<00:03, 10.31it/s]\nDDIM Inversion:  96%|█████████▋| 963/999 [01:23<00:03, 10.24it/s]\nDDIM Inversion:  97%|█████████▋| 965/999 [01:23<00:03, 10.27it/s]\nDDIM Inversion:  97%|█████████▋| 967/999 [01:23<00:03, 10.55it/s]\nDDIM Inversion:  97%|█████████▋| 969/999 [01:23<00:02, 10.52it/s]\nDDIM Inversion:  97%|█████████▋| 971/999 [01:24<00:02, 10.56it/s]\nDDIM Inversion:  97%|█████████▋| 973/999 [01:24<00:02, 10.89it/s]\nDDIM Inversion:  98%|█████████▊| 975/999 [01:24<00:02, 11.16it/s]\nDDIM Inversion:  98%|█████████▊| 977/999 [01:24<00:01, 11.25it/s]\nDDIM Inversion:  98%|█████████▊| 979/999 [01:24<00:01, 11.50it/s]\nDDIM Inversion:  98%|█████████▊| 981/999 [01:24<00:01, 11.43it/s]\nDDIM Inversion:  98%|█████████▊| 983/999 [01:25<00:01, 11.50it/s]\nDDIM Inversion:  99%|█████████▊| 985/999 [01:25<00:01, 11.51it/s]\nDDIM Inversion:  99%|█████████▉| 987/999 [01:25<00:01, 11.51it/s]\nDDIM Inversion:  99%|█████████▉| 989/999 [01:25<00:00, 11.38it/s]\nDDIM Inversion:  99%|█████████▉| 991/999 [01:25<00:00, 11.40it/s]\nDDIM Inversion:  99%|█████████▉| 993/999 [01:25<00:00, 11.57it/s]\nDDIM Inversion: 100%|█████████▉| 995/999 [01:26<00:00, 11.89it/s]\nDDIM Inversion: 100%|█████████▉| 997/999 [01:26<00:00, 12.20it/s]\nDDIM Inversion: 100%|██████████| 999/999 [01:26<00:00, 12.35it/s]\nDDIM Inversion: 100%|██████████| 999/999 [01:26<00:00, 11.56it/s]\nData shape for DDIM sampling is (1, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 999 timesteps\nSelected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341\n361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701\n721 741 761 781 801 821 841 861 881 901 921 941 961 981]\nDDIM Sampler:   0%|          | 0/999 [00:00<?, ?it/s]\nDDIM Sampler:   0%|          | 2/999 [00:00<01:32, 10.73it/s]\nDDIM Sampler:   0%|          | 4/999 [00:00<01:29, 11.10it/s]\nDDIM Sampler:   1%|          | 6/999 [00:00<01:29, 11.04it/s]\nDDIM Sampler:   1%|          | 8/999 [00:00<01:29, 11.07it/s]\nDDIM Sampler:   1%|          | 10/999 [00:00<01:29, 11.08it/s]\nDDIM Sampler:   1%|          | 12/999 [00:01<01:30, 10.90it/s]\nDDIM Sampler:   1%|▏         | 14/999 [00:01<01:29, 10.98it/s]\nDDIM Sampler:   2%|▏         | 16/999 [00:01<01:28, 11.11it/s]\nDDIM Sampler:   2%|▏         | 18/999 [00:01<01:27, 11.19it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 27.91it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 12.13it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00,  9.53it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  8.75it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00, 10.23it/s]\nDDIM Sampler:   2%|▏         | 20/999 [00:03<05:18,  3.07it/s]\nDDIM Sampler:   2%|▏         | 22/999 [00:03<04:06,  3.96it/s]\nDDIM Sampler:   2%|▏         | 24/999 [00:03<03:17,  4.94it/s]\nDDIM Sampler:   3%|▎         | 26/999 [00:03<02:42,  5.98it/s]\nDDIM Sampler:   3%|▎         | 28/999 [00:04<02:19,  6.97it/s]\nDDIM Sampler:   3%|▎         | 30/999 [00:04<02:02,  7.88it/s]\nDDIM Sampler:   3%|▎         | 32/999 [00:04<01:51,  8.71it/s]\nDDIM Sampler:   3%|▎         | 34/999 [00:04<01:43,  9.36it/s]\nDDIM Sampler:   4%|▎         | 36/999 [00:04<01:37,  9.88it/s]\nDDIM Sampler:   4%|▍         | 38/999 [00:04<01:33, 10.33it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 21.63it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 15.81it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 12.12it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 10.57it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 12.27it/s]\nDDIM Sampler:   4%|▍         | 40/999 [00:06<04:36,  3.47it/s]\nDDIM Sampler:   4%|▍         | 42/999 [00:06<03:40,  4.35it/s]\nDDIM Sampler:   4%|▍         | 44/999 [00:06<03:01,  5.26it/s]\nDDIM Sampler:   5%|▍         | 46/999 [00:06<02:33,  6.21it/s]\nDDIM Sampler:   5%|▍         | 48/999 [00:07<02:14,  7.07it/s]\nDDIM Sampler:   5%|▌         | 50/999 [00:07<02:00,  7.86it/s]\nDDIM Sampler:   5%|▌         | 52/999 [00:07<01:50,  8.61it/s]\nDDIM Sampler:   5%|▌         | 54/999 [00:07<01:42,  9.21it/s]\nDDIM Sampler:   6%|▌         | 56/999 [00:07<01:37,  9.67it/s]\nDDIM Sampler:   6%|▌         | 58/999 [00:08<01:33, 10.02it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 33.66it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 20.35it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 11.88it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 14.12it/s]\nDDIM Sampler:   6%|▌         | 60/999 [00:09<04:20,  3.60it/s]\nDDIM Sampler:   6%|▌         | 62/999 [00:09<03:27,  4.52it/s]\nDDIM Sampler:   6%|▋         | 64/999 [00:09<02:50,  5.48it/s]\nDDIM Sampler:   7%|▋         | 66/999 [00:09<02:24,  6.45it/s]\nDDIM Sampler:   7%|▋         | 68/999 [00:10<02:05,  7.39it/s]\nDDIM Sampler:   7%|▋         | 70/999 [00:10<01:52,  8.25it/s]\nDDIM Sampler:   7%|▋         | 72/999 [00:10<01:43,  8.95it/s]\nDDIM Sampler:   7%|▋         | 74/999 [00:10<01:36,  9.54it/s]\nDDIM Sampler:   8%|▊         | 76/999 [00:10<01:32, 10.02it/s]\nDDIM Sampler:   8%|▊         | 78/999 [00:11<01:28, 10.37it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 28.31it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 18.41it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 24.29it/s]\nDDIM Sampler:   8%|▊         | 80/999 [00:11<03:12,  4.78it/s]\nDDIM Sampler:   8%|▊         | 81/999 [00:12<02:55,  5.23it/s]\nDDIM Sampler:   8%|▊         | 82/999 [00:12<02:39,  5.75it/s]\nDDIM Sampler:   8%|▊         | 84/999 [00:12<02:14,  6.80it/s]\nDDIM Sampler:   9%|▊         | 86/999 [00:12<01:59,  7.67it/s]\nDDIM Sampler:   9%|▉         | 88/999 [00:12<01:49,  8.33it/s]\nDDIM Sampler:   9%|▉         | 89/999 [00:12<01:46,  8.53it/s]\nDDIM Sampler:   9%|▉         | 90/999 [00:13<01:43,  8.79it/s]\nDDIM Sampler:   9%|▉         | 92/999 [00:13<01:38,  9.22it/s]\nDDIM Sampler:   9%|▉         | 94/999 [00:13<01:35,  9.43it/s]\nDDIM Sampler:  10%|▉         | 95/999 [00:13<01:35,  9.46it/s]\nDDIM Sampler:  10%|▉         | 96/999 [00:13<01:34,  9.52it/s]\nDDIM Sampler:  10%|▉         | 98/999 [00:13<01:30, 10.00it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.62it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.14it/s]\nDDIM Sampler:  10%|█         | 100/999 [00:14<02:25,  6.16it/s]\nDDIM Sampler:  10%|█         | 101/999 [00:14<02:14,  6.65it/s]\nDDIM Sampler:  10%|█         | 102/999 [00:14<02:04,  7.19it/s]\nDDIM Sampler:  10%|█         | 103/999 [00:14<01:57,  7.64it/s]\nDDIM Sampler:  10%|█         | 104/999 [00:14<01:51,  8.04it/s]\nDDIM Sampler:  11%|█         | 106/999 [00:14<01:41,  8.76it/s]\nDDIM Sampler:  11%|█         | 107/999 [00:15<01:39,  8.92it/s]\nDDIM Sampler:  11%|█         | 108/999 [00:15<01:38,  9.09it/s]\nDDIM Sampler:  11%|█         | 110/999 [00:15<01:33,  9.47it/s]\nDDIM Sampler:  11%|█         | 112/999 [00:15<01:30,  9.79it/s]\nDDIM Sampler:  11%|█▏        | 114/999 [00:15<01:30,  9.82it/s]\nDDIM Sampler:  12%|█▏        | 115/999 [00:15<01:30,  9.80it/s]\nDDIM Sampler:  12%|█▏        | 116/999 [00:15<01:30,  9.79it/s]\nDDIM Sampler:  12%|█▏        | 117/999 [00:16<01:29,  9.83it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 119.06it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 118.61it/s]\nDDIM Sampler:  12%|█▏        | 119/999 [00:16<02:28,  5.91it/s]\nDDIM Sampler:  12%|█▏        | 120/999 [00:16<02:15,  6.47it/s]\nDDIM Sampler:  12%|█▏        | 121/999 [00:16<02:04,  7.08it/s]\nDDIM Sampler:  12%|█▏        | 122/999 [00:16<01:55,  7.59it/s]\nDDIM Sampler:  12%|█▏        | 123/999 [00:17<01:49,  7.99it/s]\nDDIM Sampler:  12%|█▏        | 124/999 [00:17<01:44,  8.37it/s]\nDDIM Sampler:  13%|█▎        | 125/999 [00:17<01:42,  8.54it/s]\nDDIM Sampler:  13%|█▎        | 126/999 [00:17<01:38,  8.83it/s]\nDDIM Sampler:  13%|█▎        | 127/999 [00:17<01:36,  9.08it/s]\nDDIM Sampler:  13%|█▎        | 128/999 [00:17<01:34,  9.21it/s]\nDDIM Sampler:  13%|█▎        | 130/999 [00:17<01:29,  9.66it/s]\nDDIM Sampler:  13%|█▎        | 131/999 [00:17<01:29,  9.65it/s]\nDDIM Sampler:  13%|█▎        | 132/999 [00:17<01:30,  9.60it/s]\nDDIM Sampler:  13%|█▎        | 133/999 [00:18<01:31,  9.50it/s]\nDDIM Sampler:  13%|█▎        | 134/999 [00:18<01:30,  9.55it/s]\nDDIM Sampler:  14%|█▎        | 135/999 [00:18<01:31,  9.44it/s]\nDDIM Sampler:  14%|█▎        | 136/999 [00:18<01:31,  9.43it/s]\nDDIM Sampler:  14%|█▎        | 137/999 [00:18<01:31,  9.47it/s]\nDDIM Sampler:  14%|█▍        | 138/999 [00:18<01:32,  9.34it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.70it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.27it/s]\nDDIM Sampler:  14%|█▍        | 139/999 [00:19<03:03,  4.70it/s]\nDDIM Sampler:  14%|█▍        | 140/999 [00:19<02:35,  5.52it/s]\nDDIM Sampler:  14%|█▍        | 141/999 [00:19<02:15,  6.35it/s]\nDDIM Sampler:  14%|█▍        | 143/999 [00:19<01:52,  7.59it/s]\nDDIM Sampler:  14%|█▍        | 144/999 [00:19<01:46,  7.99it/s]\nDDIM Sampler:  15%|█▍        | 145/999 [00:19<01:41,  8.42it/s]\nDDIM Sampler:  15%|█▍        | 147/999 [00:19<01:34,  8.99it/s]\nDDIM Sampler:  15%|█▍        | 148/999 [00:19<01:34,  9.02it/s]\nDDIM Sampler:  15%|█▍        | 149/999 [00:20<01:33,  9.09it/s]\nDDIM Sampler:  15%|█▌        | 150/999 [00:20<01:32,  9.14it/s]\nDDIM Sampler:  15%|█▌        | 152/999 [00:20<01:28,  9.53it/s]\nDDIM Sampler:  15%|█▌        | 154/999 [00:20<01:28,  9.52it/s]\nDDIM Sampler:  16%|█▌        | 155/999 [00:20<01:28,  9.50it/s]\nDDIM Sampler:  16%|█▌        | 156/999 [00:20<01:28,  9.51it/s]\nDDIM Sampler:  16%|█▌        | 157/999 [00:20<01:27,  9.61it/s]\nDDIM Sampler:  16%|█▌        | 158/999 [00:21<01:28,  9.47it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 107.80it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 107.44it/s]\nDDIM Sampler:  16%|█▌        | 159/999 [00:21<02:52,  4.87it/s]\nDDIM Sampler:  16%|█▌        | 160/999 [00:21<02:28,  5.63it/s]\nDDIM Sampler:  16%|█▌        | 162/999 [00:21<01:58,  7.08it/s]\nDDIM Sampler:  16%|█▋        | 163/999 [00:21<01:51,  7.49it/s]\nDDIM Sampler:  16%|█▋        | 164/999 [00:22<01:45,  7.88it/s]\nDDIM Sampler:  17%|█▋        | 166/999 [00:22<01:34,  8.79it/s]\nDDIM Sampler:  17%|█▋        | 167/999 [00:22<01:32,  9.01it/s]\nDDIM Sampler:  17%|█▋        | 169/999 [00:22<01:26,  9.55it/s]\nDDIM Sampler:  17%|█▋        | 170/999 [00:22<01:27,  9.46it/s]\nDDIM Sampler:  17%|█▋        | 171/999 [00:22<01:27,  9.45it/s]\nDDIM Sampler:  17%|█▋        | 172/999 [00:22<01:28,  9.35it/s]\nDDIM Sampler:  17%|█▋        | 173/999 [00:22<01:31,  9.07it/s]\nDDIM Sampler:  17%|█▋        | 174/999 [00:23<01:32,  8.96it/s]\nDDIM Sampler:  18%|█▊        | 176/999 [00:23<01:26,  9.57it/s]\nDDIM Sampler:  18%|█▊        | 178/999 [00:23<01:22,  9.92it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 26.75it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 12.28it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00,  8.88it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  6.85it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  8.58it/s]\nDDIM Sampler:  18%|█▊        | 179/999 [00:25<06:44,  2.03it/s]\nDDIM Sampler:  18%|█▊        | 181/999 [00:25<04:39,  2.93it/s]\nDDIM Sampler:  18%|█▊        | 183/999 [00:25<03:27,  3.94it/s]\nDDIM Sampler:  19%|█▊        | 185/999 [00:25<02:42,  5.00it/s]\nDDIM Sampler:  19%|█▊        | 187/999 [00:26<02:13,  6.09it/s]\nDDIM Sampler:  19%|█▉        | 189/999 [00:26<01:53,  7.13it/s]\nDDIM Sampler:  19%|█▉        | 191/999 [00:26<01:40,  8.05it/s]\nDDIM Sampler:  19%|█▉        | 193/999 [00:26<01:31,  8.78it/s]\nDDIM Sampler:  20%|█▉        | 195/999 [00:26<01:25,  9.43it/s]\nDDIM Sampler:  20%|█▉        | 197/999 [00:26<01:20,  9.98it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 88.02it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 74.52it/s]\nDDIM Sampler:  20%|█▉        | 199/999 [00:27<02:07,  6.26it/s]\nDDIM Sampler:  20%|██        | 200/999 [00:27<02:00,  6.62it/s]\nDDIM Sampler:  20%|██        | 202/999 [00:27<01:47,  7.38it/s]\nDDIM Sampler:  20%|██        | 203/999 [00:28<01:43,  7.67it/s]\nDDIM Sampler:  21%|██        | 205/999 [00:28<01:34,  8.36it/s]\nDDIM Sampler:  21%|██        | 206/999 [00:28<01:32,  8.55it/s]\nDDIM Sampler:  21%|██        | 207/999 [00:28<01:30,  8.76it/s]\nDDIM Sampler:  21%|██        | 208/999 [00:28<01:29,  8.88it/s]\nDDIM Sampler:  21%|██        | 209/999 [00:28<01:27,  9.05it/s]\nDDIM Sampler:  21%|██        | 210/999 [00:28<01:26,  9.09it/s]\nDDIM Sampler:  21%|██        | 212/999 [00:28<01:23,  9.42it/s]\nDDIM Sampler:  21%|██▏       | 213/999 [00:29<01:24,  9.34it/s]\nDDIM Sampler:  21%|██▏       | 214/999 [00:29<01:23,  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31%|███       | 311/999 [00:40<01:08,  9.99it/s]\nDDIM Sampler:  31%|███▏      | 313/999 [00:40<01:07, 10.10it/s]\nDDIM Sampler:  32%|███▏      | 315/999 [00:40<01:06, 10.35it/s]\nDDIM Sampler:  32%|███▏      | 317/999 [00:41<01:06, 10.23it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 28.21it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 14.67it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 11.40it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  9.28it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00, 11.23it/s]\nDDIM Sampler:  32%|███▏      | 319/999 [00:42<03:29,  3.24it/s]\nDDIM Sampler:  32%|███▏      | 321/999 [00:42<02:45,  4.10it/s]\nDDIM Sampler:  32%|███▏      | 322/999 [00:42<02:27,  4.58it/s]\nDDIM Sampler:  32%|███▏      | 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feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 13.28it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 10.92it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  9.11it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00, 10.67it/s]\nDDIM Sampler:  36%|███▌      | 359/999 [00:49<03:22,  3.16it/s]\nDDIM Sampler:  36%|███▌      | 361/999 [00:49<02:38,  4.01it/s]\nDDIM Sampler:  36%|███▋      | 363/999 [00:49<02:07,  5.00it/s]\nDDIM Sampler:  37%|███▋      | 365/999 [00:49<01:45,  6.02it/s]\nDDIM Sampler:  37%|███▋      | 367/999 [00:50<01:30,  6.98it/s]\nDDIM Sampler:  37%|███▋      | 369/999 [00:50<01:19,  7.89it/s]\nDDIM Sampler:  37%|███▋      | 371/999 [00:50<01:12,  8.72it/s]\nDDIM Sampler:  37%|███▋      | 373/999 [00:50<01:06,  9.41it/s]\nDDIM Sampler:  38%|███▊      | 375/999 [00:50<01:02,  9.92it/s]\nDDIM Sampler:  38%|███▊      | 377/999 [00:50<01:00, 10.35it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 27.10it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 13.46it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 11.58it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  9.26it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00, 11.10it/s]\nDDIM Sampler:  38%|███▊      | 379/999 [00:52<03:07,  3.31it/s]\nDDIM Sampler:  38%|███▊      | 381/999 [00:52<02:26,  4.20it/s]\nDDIM Sampler:  38%|███▊      | 383/999 [00:52<01:58,  5.18it/s]\nDDIM Sampler:  39%|███▊      | 385/999 [00:53<01:39,  6.19it/s]\nDDIM Sampler:  39%|███▊      | 387/999 [00:53<01:26,  7.11it/s]\nDDIM Sampler:  39%|███▉      | 389/999 [00:53<01:16,  7.99it/s]\nDDIM Sampler:  39%|███▉      | 391/999 [00:53<01:09,  8.81it/s]\nDDIM Sampler:  39%|███▉      | 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10.26it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.39it/s]\nDDIM Sampler:  50%|█████     | 500/999 [01:06<01:12,  6.89it/s]\nDDIM Sampler:  50%|█████     | 502/999 [01:06<01:03,  7.81it/s]\nDDIM Sampler:  50%|█████     | 504/999 [01:07<00:59,  8.38it/s]\nDDIM Sampler:  51%|█████     | 506/999 [01:07<00:55,  8.89it/s]\nDDIM Sampler:  51%|█████     | 507/999 [01:07<00:54,  9.03it/s]\nDDIM Sampler:  51%|█████     | 509/999 [01:07<00:50,  9.69it/s]\nDDIM Sampler:  51%|█████     | 511/999 [01:07<00:49,  9.80it/s]\nDDIM Sampler:  51%|█████▏    | 513/999 [01:07<00:49,  9.86it/s]\nDDIM Sampler:  52%|█████▏    | 515/999 [01:08<00:48, 10.08it/s]\nDDIM Sampler:  52%|█████▏    | 517/999 [01:08<00:46, 10.32it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.46it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 115.88it/s]\nDDIM Sampler:  52%|█████▏    | 519/999 [01:08<01:10,  6.83it/s]\nDDIM Sampler:  52%|█████▏    | 520/999 [01:08<01:06,  7.20it/s]\nDDIM Sampler:  52%|█████▏    | 522/999 [01:09<00:58,  8.09it/s]\nDDIM Sampler:  52%|█████▏    | 524/999 [01:09<00:53,  8.85it/s]\nDDIM Sampler:  53%|█████▎    | 526/999 [01:09<00:50,  9.46it/s]\nDDIM Sampler:  53%|█████▎    | 528/999 [01:09<00:48,  9.65it/s]\nDDIM Sampler:  53%|█████▎    | 530/999 [01:09<00:47,  9.80it/s]\nDDIM Sampler:  53%|█████▎    | 532/999 [01:10<00:46, 10.06it/s]\nDDIM Sampler:  53%|█████▎    | 534/999 [01:10<00:46, 10.02it/s]\nDDIM Sampler:  54%|█████▎    | 536/999 [01:10<00:44, 10.32it/s]\nDDIM Sampler:  54%|█████▍    | 538/999 [01:10<00:44, 10.38it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 40.66it/s]\u001b[A\nSaving 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input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 109.83it/s]\nDDIM Sampler:  64%|██████▍   | 639/999 [01:22<00:53,  6.78it/s]\nDDIM Sampler:  64%|██████▍   | 641/999 [01:22<00:47,  7.55it/s]\nDDIM Sampler:  64%|██████▍   | 643/999 [01:22<00:43,  8.13it/s]\nDDIM Sampler:  64%|██████▍   | 644/999 [01:23<00:42,  8.35it/s]\nDDIM Sampler:  65%|██████▍   | 646/999 [01:23<00:38,  9.08it/s]\nDDIM Sampler:  65%|██████▍   | 647/999 [01:23<00:38,  9.17it/s]\nDDIM Sampler:  65%|██████▍   | 649/999 [01:23<00:37,  9.40it/s]\nDDIM Sampler:  65%|██████▌   | 651/999 [01:23<00:36,  9.58it/s]\nDDIM Sampler:  65%|██████▌   | 653/999 [01:23<00:34, 10.02it/s]\nDDIM Sampler:  66%|██████▌   | 655/999 [01:24<00:34,  9.97it/s]\nDDIM Sampler:  66%|██████▌   | 657/999 [01:24<00:34,  9.91it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.07it/s]\nDDIM Sampler:  66%|██████▌   | 659/999 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109.47it/s]\nDDIM Sampler:  68%|██████▊   | 679/999 [01:27<00:46,  6.87it/s]\nDDIM Sampler:  68%|██████▊   | 680/999 [01:27<00:44,  7.24it/s]\nDDIM Sampler:  68%|██████▊   | 682/999 [01:27<00:39,  8.04it/s]\nDDIM Sampler:  68%|██████▊   | 684/999 [01:27<00:35,  8.89it/s]\nDDIM Sampler:  69%|██████▊   | 686/999 [01:27<00:33,  9.34it/s]\nDDIM Sampler:  69%|██████▉   | 688/999 [01:27<00:31,  9.89it/s]\nDDIM Sampler:  69%|██████▉   | 690/999 [01:28<00:31,  9.95it/s]\nDDIM Sampler:  69%|██████▉   | 692/999 [01:28<00:32,  9.52it/s]\nDDIM Sampler:  69%|██████▉   | 694/999 [01:28<00:31,  9.77it/s]\nDDIM Sampler:  70%|██████▉   | 696/999 [01:28<00:30,  9.91it/s]\nDDIM Sampler:  70%|██████▉   | 698/999 [01:28<00:30, 10.00it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 48.27it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 15.75it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 13.89it/s]\nDDIM Sampler:  70%|███████   | 700/999 [01:30<01:17,  3.87it/s]\nDDIM Sampler:  70%|███████   | 702/999 [01:30<01:02,  4.79it/s]\nDDIM Sampler:  70%|███████   | 704/999 [01:30<00:51,  5.77it/s]\nDDIM Sampler:  71%|███████   | 706/999 [01:30<00:43,  6.77it/s]\nDDIM Sampler:  71%|███████   | 708/999 [01:30<00:38,  7.62it/s]\nDDIM Sampler:  71%|███████   | 710/999 [01:31<00:35,  8.25it/s]\nDDIM Sampler:  71%|███████▏  | 712/999 [01:31<00:32,  8.76it/s]\nDDIM Sampler:  71%|███████▏  | 714/999 [01:31<00:30,  9.27it/s]\nDDIM Sampler:  72%|███████▏  | 716/999 [01:31<00:29,  9.49it/s]\nDDIM Sampler:  72%|███████▏  | 718/999 [01:31<00:28,  9.96it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 106.15it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 95.87it/s]\nDDIM Sampler:  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?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 105.25it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 104.82it/s]\nDDIM Sampler:  80%|████████  | 800/999 [01:42<00:28,  7.06it/s]\nDDIM Sampler:  80%|████████  | 802/999 [01:42<00:25,  7.71it/s]\nDDIM Sampler:  80%|████████  | 803/999 [01:42<00:24,  7.98it/s]\nDDIM Sampler:  80%|████████  | 804/999 [01:42<00:23,  8.29it/s]\nDDIM Sampler:  81%|████████  | 805/999 [01:42<00:22,  8.55it/s]\nDDIM Sampler:  81%|████████  | 806/999 [01:42<00:22,  8.68it/s]\nDDIM Sampler:  81%|████████  | 808/999 [01:42<00:20,  9.53it/s]\nDDIM Sampler:  81%|████████  | 810/999 [01:43<00:19,  9.87it/s]\nDDIM Sampler:  81%|████████▏ | 812/999 [01:43<00:18, 10.15it/s]\nDDIM Sampler:  81%|████████▏ | 814/999 [01:43<00:17, 10.37it/s]\nDDIM Sampler:  82%|████████▏ | 816/999 [01:43<00:17, 10.45it/s]\nDDIM Sampler:  82%|████████▏ | 818/999 [01:43<00:16, 10.68it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 73.41it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 60.51it/s]\nDDIM Sampler:  82%|████████▏ | 820/999 [01:44<00:27,  6.41it/s]\nDDIM Sampler:  82%|████████▏ | 821/999 [01:44<00:26,  6.81it/s]\nDDIM Sampler:  82%|████████▏ | 822/999 [01:44<00:24,  7.27it/s]\nDDIM Sampler:  82%|████████▏ | 824/999 [01:44<00:21,  8.18it/s]\nDDIM Sampler:  83%|████████▎ | 826/999 [01:44<00:19,  9.00it/s]\nDDIM Sampler:  83%|████████▎ | 828/999 [01:45<00:18,  9.25it/s]\nDDIM Sampler:  83%|████████▎ | 829/999 [01:45<00:18,  9.31it/s]\nDDIM Sampler:  83%|████████▎ | 831/999 [01:45<00:17,  9.56it/s]\nDDIM Sampler:  83%|████████▎ | 832/999 [01:45<00:17,  9.48it/s]\nDDIM Sampler:  83%|████████▎ | 833/999 [01:45<00:17,  9.42it/s]\nDDIM Sampler:  83%|████████▎ | 834/999 [01:45<00:17,  9.45it/s]\nDDIM Sampler:  84%|████████▎ | 836/999 [01:45<00:16,  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85%|████████▌ | 853/999 [01:47<00:14, 10.10it/s]\nDDIM Sampler:  86%|████████▌ | 855/999 [01:48<00:13, 10.32it/s]\nDDIM Sampler:  86%|████████▌ | 857/999 [01:48<00:14, 10.01it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 113.36it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.93it/s]\nDDIM Sampler:  86%|████████▌ | 859/999 [01:48<00:20,  6.80it/s]\nDDIM Sampler:  86%|████████▌ | 861/999 [01:48<00:17,  7.69it/s]\nDDIM Sampler:  86%|████████▋ | 862/999 [01:49<00:17,  8.01it/s]\nDDIM Sampler:  86%|████████▋ | 864/999 [01:49<00:15,  8.81it/s]\nDDIM Sampler:  87%|████████▋ | 866/999 [01:49<00:14,  9.23it/s]\nDDIM Sampler:  87%|████████▋ | 867/999 [01:49<00:14,  9.29it/s]\nDDIM Sampler:  87%|████████▋ | 868/999 [01:49<00:14,  9.32it/s]\nDDIM Sampler:  87%|████████▋ | 870/999 [01:49<00:13,  9.78it/s]\nDDIM Sampler:  87%|████████▋ | 871/999 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9.57it/s]\nDDIM Sampler:  89%|████████▉ | 890/999 [01:52<00:11,  9.82it/s]\nDDIM Sampler:  89%|████████▉ | 892/999 [01:52<00:10, 10.33it/s]\nDDIM Sampler:  89%|████████▉ | 894/999 [01:52<00:09, 10.58it/s]\nDDIM Sampler:  90%|████████▉ | 896/999 [01:52<00:09, 10.82it/s]\nDDIM Sampler:  90%|████████▉ | 898/999 [01:52<00:09, 11.02it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 114.52it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 114.00it/s]\nDDIM Sampler:  90%|█████████ | 900/999 [01:53<00:13,  7.54it/s]\nDDIM Sampler:  90%|█████████ | 902/999 [01:53<00:11,  8.43it/s]\nDDIM Sampler:  90%|█████████ | 903/999 [01:53<00:11,  8.63it/s]\nDDIM Sampler:  91%|█████████ | 905/999 [01:53<00:10,  9.23it/s]\nDDIM Sampler:  91%|█████████ | 907/999 [01:53<00:09,  9.51it/s]\nDDIM Sampler:  91%|█████████ | 909/999 [01:54<00:09,  9.68it/s]\nDDIM Sampler:  91%|█████████ | 911/999 [01:54<00:08,  9.99it/s]\nDDIM Sampler:  91%|█████████▏| 913/999 [01:54<00:08, 10.20it/s]\nDDIM Sampler:  92%|█████████▏| 915/999 [01:54<00:08, 10.37it/s]\nDDIM Sampler:  92%|█████████▏| 917/999 [01:54<00:07, 10.62it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.87it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.53it/s]\nDDIM Sampler:  92%|█████████▏| 919/999 [01:55<00:10,  7.42it/s]\nDDIM Sampler:  92%|█████████▏| 921/999 [01:55<00:09,  8.14it/s]\nDDIM Sampler:  92%|█████████▏| 923/999 [01:55<00:08,  8.81it/s]\nDDIM Sampler:  93%|█████████▎| 925/999 [01:55<00:07,  9.41it/s]\nDDIM Sampler:  93%|█████████▎| 927/999 [01:56<00:07,  9.69it/s]\nDDIM Sampler:  93%|█████████▎| 929/999 [01:56<00:07,  9.88it/s]\nDDIM Sampler:  93%|█████████▎| 931/999 [01:56<00:06,  9.98it/s]\nDDIM Sampler:  93%|█████████▎| 933/999 [01:56<00:06, 10.01it/s]\nDDIM Sampler:  94%|█████████▎| 935/999 [01:56<00:06, 10.31it/s]\nDDIM Sampler:  94%|█████████▍| 937/999 [01:57<00:06, 10.30it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 45.81it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 44.99it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 44.19it/s]\nDDIM Sampler:  94%|█████████▍| 939/999 [01:57<00:09,  6.14it/s]\nDDIM Sampler:  94%|█████████▍| 941/999 [01:57<00:08,  7.10it/s]\nDDIM Sampler:  94%|█████████▍| 943/999 [01:58<00:07,  7.83it/s]\nDDIM Sampler:  95%|█████████▍| 945/999 [01:58<00:06,  8.64it/s]\nDDIM Sampler:  95%|█████████▍| 947/999 [01:58<00:05,  9.05it/s]\nDDIM Sampler:  95%|█████████▍| 949/999 [01:58<00:05,  9.18it/s]\nDDIM Sampler:  95%|█████████▌| 950/999 [01:58<00:05,  9.24it/s]\nDDIM Sampler:  95%|█████████▌| 951/999 [01:58<00:05,  9.34it/s]\nDDIM Sampler:  95%|█████████▌| 952/999 [01:58<00:04,  9.41it/s]\nDDIM Sampler:  95%|█████████▌| 953/999 [01:59<00:04,  9.45it/s]\nDDIM Sampler:  95%|█████████▌| 954/999 [01:59<00:04,  9.35it/s]\nDDIM Sampler:  96%|█████████▌| 956/999 [01:59<00:04, 10.01it/s]\nDDIM Sampler:  96%|█████████▌| 957/999 [01:59<00:04,  9.83it/s]\nDDIM Sampler:  96%|█████████▌| 958/999 [01:59<00:04,  9.76it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 80.19it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 61.71it/s]\nDDIM Sampler:  96%|█████████▌| 959/999 [02:00<00:07,  5.02it/s]\nDDIM Sampler:  96%|█████████▌| 960/999 [02:00<00:06,  5.80it/s]\nDDIM Sampler:  96%|█████████▌| 961/999 [02:00<00:05,  6.46it/s]\nDDIM Sampler:  96%|█████████▋| 962/999 [02:00<00:05,  7.11it/s]\nDDIM Sampler:  96%|█████████▋| 963/999 [02:00<00:04,  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98%|█████████▊| 982/999 [02:02<00:02,  7.51it/s]\nDDIM Sampler:  98%|█████████▊| 983/999 [02:02<00:02,  7.93it/s]\nDDIM Sampler:  98%|█████████▊| 984/999 [02:02<00:01,  8.21it/s]\nDDIM Sampler:  99%|█████████▊| 985/999 [02:02<00:01,  8.57it/s]\nDDIM Sampler:  99%|█████████▊| 986/999 [02:03<00:01,  8.73it/s]\nDDIM Sampler:  99%|█████████▉| 988/999 [02:03<00:01,  9.33it/s]\nDDIM Sampler:  99%|█████████▉| 990/999 [02:03<00:00,  9.79it/s]\nDDIM Sampler:  99%|█████████▉| 992/999 [02:03<00:00,  9.91it/s]\nDDIM Sampler:  99%|█████████▉| 994/999 [02:03<00:00, 10.01it/s]\nDDIM Sampler: 100%|█████████▉| 996/999 [02:04<00:00, 10.09it/s]\nDDIM Sampler: 100%|█████████▉| 998/999 [02:04<00:00, 10.13it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 40.40it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 22.80it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 26.35it/s]\nDDIM Sampler: 100%|██████████| 999/999 [02:04<00:00,  8.00it/s]\nSampled images and extracted features saved in: ./outputs_real\nGlobal seed set to 50\nloading source experiment features:   0%|          | 0/50 [00:00<?, ?it/s]\nloading source experiment features:   6%|▌         | 3/50 [00:00<00:01, 28.55it/s]\nloading source experiment features:  12%|█▏        | 6/50 [00:00<00:01, 28.42it/s]\nloading source experiment features:  18%|█▊        | 9/50 [00:00<00:01, 28.87it/s]\nloading source experiment features:  24%|██▍       | 12/50 [00:00<00:01, 29.08it/s]\nloading source experiment features:  30%|███       | 15/50 [00:00<00:01, 28.39it/s]\nloading source experiment features:  36%|███▌      | 18/50 [00:00<00:01, 28.11it/s]\nloading source experiment features:  42%|████▏     | 21/50 [00:00<00:01, 28.53it/s]\nloading source experiment features:  48%|████▊     | 24/50 [00:00<00:00, 28.11it/s]\nloading source experiment features: 100%|██████████| 50/50 [00:00<00:00, 53.23it/s]\nData shape for DDIM sampling is (2, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 50 timesteps\nDDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]\nDDIM Sampler:   2%|▏         | 1/50 [00:00<00:28,  1.69it/s]\nDDIM Sampler:   4%|▍         | 2/50 [00:01<00:27,  1.75it/s]\nDDIM Sampler:   6%|▌         | 3/50 [00:01<00:26,  1.78it/s]\nDDIM Sampler:   8%|▊         | 4/50 [00:02<00:26,  1.76it/s]\nDDIM Sampler:  10%|█         | 5/50 [00:02<00:25,  1.74it/s]\nDDIM Sampler:  12%|█▏        | 6/50 [00:03<00:25,  1.75it/s]\nDDIM Sampler:  14%|█▍        | 7/50 [00:03<00:24,  1.76it/s]\nDDIM Sampler:  16%|█▌        | 8/50 [00:04<00:25,  1.67it/s]\nDDIM Sampler:  18%|█▊        | 9/50 [00:05<00:25,  1.62it/s]\nDDIM Sampler:  20%|██        | 10/50 [00:05<00:24,  1.65it/s]\nDDIM Sampler:  22%|██▏       | 11/50 [00:06<00:23,  1.67it/s]\nDDIM Sampler:  24%|██▍       | 12/50 [00:07<00:22,  1.70it/s]\nDDIM Sampler:  26%|██▌       | 13/50 [00:07<00:21,  1.71it/s]\nDDIM Sampler:  28%|██▊       | 14/50 [00:08<00:22,  1.63it/s]\nDDIM Sampler:  30%|███       | 15/50 [00:08<00:21,  1.60it/s]\nDDIM Sampler:  32%|███▏      | 16/50 [00:09<00:21,  1.56it/s]\nDDIM Sampler:  34%|███▍      | 17/50 [00:10<00:21,  1.53it/s]\nDDIM Sampler:  36%|███▌      | 18/50 [00:11<00:21,  1.49it/s]\nDDIM Sampler:  38%|███▊      | 19/50 [00:11<00:20,  1.50it/s]\nDDIM Sampler:  40%|████      | 20/50 [00:12<00:20,  1.49it/s]\nDDIM Sampler:  42%|████▏     | 21/50 [00:12<00:18,  1.54it/s]\nDDIM Sampler:  44%|████▍     | 22/50 [00:13<00:17,  1.57it/s]\nDDIM Sampler:  46%|████▌     | 23/50 [00:14<00:17,  1.56it/s]\nDDIM Sampler:  48%|████▊     | 24/50 [00:14<00:16,  1.57it/s]\nDDIM Sampler:  50%|█████     | 25/50 [00:15<00:16,  1.56it/s]\nDDIM Sampler:  52%|█████▏    | 26/50 [00:16<00:15,  1.56it/s]\nDDIM Sampler:  54%|█████▍    | 27/50 [00:16<00:14,  1.55it/s]\nDDIM Sampler:  56%|█████▌    | 28/50 [00:17<00:14,  1.51it/s]\nDDIM Sampler:  58%|█████▊    | 29/50 [00:18<00:13,  1.54it/s]\nDDIM Sampler:  60%|██████    | 30/50 [00:18<00:13,  1.54it/s]\nDDIM Sampler:  62%|██████▏   | 31/50 [00:19<00:12,  1.53it/s]\nDDIM Sampler:  64%|██████▍   | 32/50 [00:20<00:11,  1.53it/s]\nDDIM Sampler:  66%|██████▌   | 33/50 [00:20<00:10,  1.55it/s]\nDDIM Sampler:  68%|██████▊   | 34/50 [00:21<00:10,  1.53it/s]\nDDIM Sampler:  70%|███████   | 35/50 [00:22<00:09,  1.54it/s]\nDDIM Sampler:  72%|███████▏  | 36/50 [00:22<00:08,  1.56it/s]\nDDIM Sampler:  74%|███████▍  | 37/50 [00:23<00:08,  1.59it/s]\nDDIM Sampler:  76%|███████▌  | 38/50 [00:23<00:07,  1.59it/s]\nDDIM Sampler:  78%|███████▊  | 39/50 [00:24<00:06,  1.61it/s]\nDDIM Sampler:  80%|████████  | 40/50 [00:25<00:06,  1.60it/s]\nDDIM Sampler:  82%|████████▏ | 41/50 [00:25<00:05,  1.64it/s]\nDDIM Sampler:  84%|████████▍ | 42/50 [00:26<00:04,  1.68it/s]\nDDIM Sampler:  86%|████████▌ | 43/50 [00:26<00:04,  1.70it/s]\nDDIM Sampler:  88%|████████▊ | 44/50 [00:27<00:03,  1.71it/s]\nDDIM Sampler:  90%|█████████ | 45/50 [00:27<00:02,  1.72it/s]\nDDIM Sampler:  92%|█████████▏| 46/50 [00:28<00:02,  1.72it/s]\nDDIM Sampler:  94%|█████████▍| 47/50 [00:29<00:01,  1.76it/s]\nDDIM Sampler:  96%|█████████▌| 48/50 [00:29<00:01,  1.78it/s]\nDDIM Sampler:  98%|█████████▊| 49/50 [00:30<00:00,  1.71it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:30<00:00,  1.67it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:30<00:00,  1.62it/s]\nPnP results saved in: ./outputs_real/translations/10.0_a_photorealistic_image_of_bear_cubs_in_the_snow; ./outputs_real/translations/10.0_a_polygonal_illustration_of_a_cat_and_a_bunny",
  "metrics": {
    "predict_time": 245.07176,
    "total_time": 370.533348
  },
  "output": [
    "https://replicate.delivery/pbxt/a2Hyeit4jX3TEKeArdxaOQXf2E5LOeubIXhf2S9n16AWI3sDC/INJECTION_T_40_STEPS_50_NP-ALPHA_0.0_SCHEDULE_linear_NP__sample_0.png",
    "https://replicate.delivery/pbxt/oQe6bz8rzHUeY0MuelwAeyoVxABSjrLd0uWPV8IqdeWTI3sDC/INJECTION_T_40_STEPS_50_NP-ALPHA_0.0_SCHEDULE_linear_NP__sample_1.png"
  ],
  "started_at": "2023-02-12T10:11:26.080646Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/lonnkbsomvedxmz4ypkudmy6bu",
    "cancel": "https://api.replicate.com/v1/predictions/lonnkbsomvedxmz4ypkudmy6bu/cancel"
  },
  "version": "f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8"
}

Generated in

4 minutes 5 seconds

Tweak it Share Report

Global seed set to 50
loaded input image of size (453, 453) from /tmp/tmpwj0rf07vcat_bunny_painting.jpg
Running DDIM inversion with 999 timesteps
DDIM Inversion:   0%|          | 0/999 [00:00<?, ?it/s]
DDIM Inversion:   0%|          | 2/999 [00:00<01:20, 12.45it/s]
DDIM Inversion:   0%|          | 4/999 [00:00<01:30, 11.01it/s]
DDIM Inversion:   1%|          | 6/999 [00:00<01:31, 10.82it/s]
DDIM Inversion:   1%|          | 8/999 [00:00<01:25, 11.54it/s]
DDIM Inversion:   1%|          | 10/999 [00:00<01:26, 11.50it/s]
DDIM Inversion:   1%|          | 12/999 [00:01<01:26, 11.39it/s]
DDIM Inversion:   1%|▏         | 14/999 [00:01<01:25, 11.59it/s]
DDIM Inversion:   2%|▏         | 16/999 [00:01<01:24, 11.70it/s]
DDIM Inversion:   2%|▏         | 18/999 [00:01<01:26, 11.34it/s]
DDIM Inversion:   2%|▏         | 20/999 [00:01<01:22, 11.86it/s]
DDIM Inversion:   2%|▏         | 22/999 [00:01<01:24, 11.50it/s]
DDIM Inversion:   2%|▏         | 24/999 [00:02<01:24, 11.57it/s]
DDIM Inversion:   3%|▎         | 26/999 [00:02<01:24, 11.50it/s]
DDIM Inversion:   3%|▎         | 28/999 [00:02<01:24, 11.45it/s]
DDIM Inversion:   3%|▎         | 30/999 [00:02<01:25, 11.37it/s]
DDIM Inversion:   3%|▎         | 32/999 [00:02<01:23, 11.57it/s]
DDIM Inversion:   3%|▎         | 34/999 [00:02<01:23, 11.59it/s]
DDIM Inversion:   4%|▎         | 36/999 [00:03<01:20, 11.90it/s]
DDIM Inversion:   4%|▍         | 38/999 [00:03<01:27, 11.00it/s]
DDIM Inversion:   4%|▍         | 40/999 [00:03<01:26, 11.06it/s]
DDIM Inversion:   4%|▍         | 42/999 [00:03<01:25, 11.23it/s]
DDIM Inversion:   4%|▍         | 44/999 [00:03<01:23, 11.43it/s]
DDIM Inversion:   5%|▍         | 46/999 [00:04<01:22, 11.48it/s]
DDIM Inversion:   5%|▍         | 48/999 [00:04<01:20, 11.81it/s]
DDIM Inversion:   5%|▌         | 50/999 [00:04<01:20, 11.84it/s]
DDIM Inversion:   5%|▌         | 52/999 [00:04<01:21, 11.61it/s]
DDIM Inversion:   5%|▌         | 54/999 [00:04<01:20, 11.76it/s]
DDIM Inversion:   6%|▌         | 56/999 [00:04<01:21, 11.59it/s]
DDIM Inversion:   6%|▌         | 58/999 [00:05<01:22, 11.42it/s]
DDIM Inversion:   6%|▌         | 60/999 [00:05<01:21, 11.47it/s]
DDIM Inversion:   6%|▌         | 62/999 [00:05<01:21, 11.56it/s]
DDIM Inversion:   6%|▋         | 64/999 [00:05<01:21, 11.53it/s]
DDIM Inversion:   7%|▋         | 66/999 [00:05<01:21, 11.52it/s]
DDIM Inversion:   7%|▋         | 68/999 [00:05<01:20, 11.55it/s]
DDIM Inversion:   7%|▋         | 70/999 [00:06<01:17, 11.94it/s]
DDIM Inversion:   7%|▋         | 72/999 [00:06<01:16, 12.08it/s]
DDIM Inversion:   7%|▋         | 74/999 [00:06<01:14, 12.35it/s]
DDIM Inversion:   8%|▊         | 76/999 [00:06<01:16, 12.07it/s]
DDIM Inversion:   8%|▊         | 78/999 [00:06<01:17, 11.86it/s]
DDIM Inversion:   8%|▊         | 80/999 [00:06<01:15, 12.20it/s]
DDIM Inversion:   8%|▊         | 82/999 [00:07<01:19, 11.58it/s]
DDIM Inversion:   8%|▊         | 84/999 [00:07<01:16, 11.98it/s]
DDIM Inversion:   9%|▊         | 86/999 [00:07<01:14, 12.31it/s]
DDIM Inversion:   9%|▉         | 88/999 [00:07<01:14, 12.25it/s]
DDIM Inversion:   9%|▉         | 90/999 [00:07<01:13, 12.39it/s]
DDIM Inversion:   9%|▉         | 92/999 [00:07<01:12, 12.54it/s]
DDIM Inversion:   9%|▉         | 94/999 [00:08<01:11, 12.66it/s]
DDIM Inversion:  10%|▉         | 96/999 [00:08<01:10, 12.78it/s]
DDIM Inversion:  10%|▉         | 98/999 [00:08<01:10, 12.73it/s]
DDIM Inversion:  10%|█         | 100/999 [00:08<01:12, 12.46it/s]
DDIM Inversion:  10%|█         | 102/999 [00:08<01:14, 12.02it/s]
DDIM Inversion:  10%|█         | 104/999 [00:08<01:14, 12.02it/s]
DDIM Inversion:  11%|█         | 106/999 [00:09<01:13, 12.10it/s]
DDIM Inversion:  11%|█         | 108/999 [00:09<01:13, 12.09it/s]
DDIM Inversion:  11%|█         | 110/999 [00:09<01:18, 11.35it/s]
DDIM Inversion:  11%|█         | 112/999 [00:09<01:17, 11.41it/s]
DDIM Inversion:  11%|█▏        | 114/999 [00:09<01:18, 11.29it/s]
DDIM Inversion:  12%|█▏        | 116/999 [00:09<01:23, 10.58it/s]
DDIM Inversion:  12%|█▏        | 118/999 [00:10<01:26, 10.14it/s]
DDIM Inversion:  12%|█▏        | 120/999 [00:10<01:29,  9.86it/s]
DDIM Inversion:  12%|█▏        | 121/999 [00:10<01:29,  9.81it/s]
DDIM Inversion:  12%|█▏        | 123/999 [00:10<01:23, 10.47it/s]
DDIM Inversion:  13%|█▎        | 125/999 [00:10<01:25, 10.23it/s]
DDIM Inversion:  13%|█▎        | 127/999 [00:11<01:22, 10.52it/s]
DDIM Inversion:  13%|█▎        | 129/999 [00:11<01:18, 11.05it/s]
DDIM Inversion:  13%|█▎        | 131/999 [00:11<01:20, 10.83it/s]
DDIM Inversion:  13%|█▎        | 133/999 [00:11<01:18, 11.03it/s]
DDIM Inversion:  14%|█▎        | 135/999 [00:11<01:15, 11.49it/s]
DDIM Inversion:  14%|█▎        | 137/999 [00:11<01:16, 11.26it/s]
DDIM Inversion:  14%|█▍        | 139/999 [00:12<01:18, 10.91it/s]
DDIM Inversion:  14%|█▍        | 141/999 [00:12<01:17, 11.05it/s]
DDIM Inversion:  14%|█▍        | 143/999 [00:12<01:19, 10.80it/s]
DDIM Inversion:  15%|█▍        | 145/999 [00:12<01:17, 10.99it/s]
DDIM Inversion:  15%|█▍        | 147/999 [00:12<01:14, 11.46it/s]
DDIM Inversion:  15%|█▍        | 149/999 [00:12<01:12, 11.70it/s]
DDIM Inversion:  15%|█▌        | 151/999 [00:13<01:10, 12.04it/s]
DDIM Inversion:  15%|█▌        | 153/999 [00:13<01:08, 12.26it/s]
DDIM Inversion:  16%|█▌        | 155/999 [00:13<01:10, 12.00it/s]
DDIM Inversion:  16%|█▌        | 157/999 [00:13<01:11, 11.82it/s]
DDIM Inversion:  16%|█▌        | 159/999 [00:13<01:09, 12.01it/s]
DDIM Inversion:  16%|█▌        | 161/999 [00:13<01:14, 11.30it/s]
DDIM Inversion:  16%|█▋        | 163/999 [00:14<01:14, 11.22it/s]
DDIM Inversion:  17%|█▋        | 165/999 [00:14<01:14, 11.18it/s]
DDIM Inversion:  17%|█▋        | 167/999 [00:14<01:14, 11.11it/s]
DDIM Inversion:  17%|█▋        | 169/999 [00:14<01:16, 10.86it/s]
DDIM Inversion:  17%|█▋        | 171/999 [00:14<01:14, 11.16it/s]
DDIM Inversion:  17%|█▋        | 173/999 [00:15<01:14, 11.09it/s]
DDIM Inversion:  18%|█▊        | 175/999 [00:15<01:15, 10.87it/s]
DDIM Inversion:  18%|█▊        | 177/999 [00:15<01:14, 10.96it/s]
DDIM Inversion:  18%|█▊        | 179/999 [00:15<01:14, 11.08it/s]
DDIM Inversion:  18%|█▊        | 181/999 [00:15<01:11, 11.45it/s]
DDIM Inversion:  18%|█▊        | 183/999 [00:15<01:08, 11.83it/s]
DDIM Inversion:  19%|█▊        | 185/999 [00:16<01:07, 12.03it/s]
DDIM Inversion:  19%|█▊        | 187/999 [00:16<01:08, 11.86it/s]
DDIM Inversion:  19%|█▉        | 189/999 [00:16<01:08, 11.78it/s]
DDIM Inversion:  19%|█▉        | 191/999 [00:16<01:08, 11.75it/s]
DDIM Inversion:  19%|█▉        | 193/999 [00:16<01:09, 11.55it/s]
DDIM Inversion:  20%|█▉        | 195/999 [00:16<01:11, 11.32it/s]
DDIM Inversion:  20%|█▉        | 197/999 [00:17<01:09, 11.50it/s]
DDIM Inversion:  20%|█▉        | 199/999 [00:17<01:09, 11.50it/s]
DDIM Inversion:  20%|██        | 201/999 [00:17<01:10, 11.29it/s]
DDIM Inversion:  20%|██        | 203/999 [00:17<01:08, 11.59it/s]
DDIM Inversion:  21%|██        | 205/999 [00:17<01:06, 11.92it/s]
DDIM Inversion:  21%|██        | 207/999 [00:17<01:05, 12.16it/s]
DDIM Inversion:  21%|██        | 209/999 [00:18<01:03, 12.39it/s]
DDIM Inversion:  21%|██        | 211/999 [00:18<01:02, 12.54it/s]
DDIM Inversion:  21%|██▏       | 213/999 [00:18<01:04, 12.23it/s]
DDIM Inversion:  22%|██▏       | 215/999 [00:18<01:04, 12.08it/s]
DDIM Inversion:  22%|██▏       | 217/999 [00:18<01:05, 11.90it/s]
DDIM Inversion:  22%|██▏       | 219/999 [00:18<01:07, 11.54it/s]
DDIM Inversion:  22%|██▏       | 221/999 [00:19<01:06, 11.73it/s]
DDIM Inversion:  22%|██▏       | 223/999 [00:19<01:04, 12.09it/s]
DDIM Inversion:  23%|██▎       | 225/999 [00:19<01:03, 12.13it/s]
DDIM Inversion:  23%|██▎       | 227/999 [00:19<01:04, 11.99it/s]
DDIM Inversion:  23%|██▎       | 229/999 [00:19<01:08, 11.20it/s]
DDIM Inversion:  23%|██▎       | 231/999 [00:20<01:11, 10.73it/s]
DDIM Inversion:  23%|██▎       | 233/999 [00:20<01:07, 11.32it/s]
DDIM Inversion:  24%|██▎       | 235/999 [00:20<01:04, 11.80it/s]
DDIM Inversion:  24%|██▎       | 237/999 [00:20<01:05, 11.67it/s]
DDIM Inversion:  24%|██▍       | 239/999 [00:20<01:03, 11.88it/s]
DDIM Inversion:  24%|██▍       | 241/999 [00:20<01:02, 12.14it/s]
DDIM Inversion:  24%|██▍       | 243/999 [00:21<01:02, 12.16it/s]
DDIM Inversion:  25%|██▍       | 245/999 [00:21<01:04, 11.61it/s]
DDIM Inversion:  25%|██▍       | 247/999 [00:21<01:02, 12.03it/s]
DDIM Inversion:  25%|██▍       | 249/999 [00:21<01:02, 11.92it/s]
DDIM Inversion:  25%|██▌       | 251/999 [00:21<01:01, 12.18it/s]
DDIM Inversion:  25%|██▌       | 253/999 [00:21<01:01, 12.09it/s]
DDIM Inversion:  26%|██▌       | 255/999 [00:22<01:04, 11.45it/s]
DDIM Inversion:  26%|██▌       | 257/999 [00:22<01:02, 11.94it/s]
DDIM Inversion:  26%|██▌       | 259/999 [00:22<01:00, 12.32it/s]
DDIM Inversion:  26%|██▌       | 261/999 [00:22<01:00, 12.19it/s]
DDIM Inversion:  26%|██▋       | 263/999 [00:22<01:00, 12.23it/s]
DDIM Inversion:  27%|██▋       | 265/999 [00:22<01:00, 12.21it/s]
DDIM Inversion:  27%|██▋       | 267/999 [00:23<01:01, 11.91it/s]
DDIM Inversion:  27%|██▋       | 269/999 [00:23<01:00, 12.01it/s]
DDIM Inversion:  27%|██▋       | 271/999 [00:23<01:01, 11.82it/s]
DDIM Inversion:  27%|██▋       | 273/999 [00:23<01:00, 11.92it/s]
DDIM Inversion:  28%|██▊       | 275/999 [00:23<00:59, 12.15it/s]
DDIM Inversion:  28%|██▊       | 277/999 [00:23<01:00, 11.94it/s]
DDIM Inversion:  28%|██▊       | 279/999 [00:24<01:02, 11.48it/s]
DDIM Inversion:  28%|██▊       | 281/999 [00:24<01:02, 11.42it/s]
DDIM Inversion:  28%|██▊       | 283/999 [00:24<01:01, 11.58it/s]
DDIM Inversion:  29%|██▊       | 285/999 [00:24<01:03, 11.19it/s]
DDIM Inversion:  29%|██▊       | 287/999 [00:24<01:03, 11.28it/s]
DDIM Inversion:  29%|██▉       | 289/999 [00:24<01:02, 11.28it/s]
DDIM Inversion:  29%|██▉       | 291/999 [00:25<01:02, 11.30it/s]
DDIM Inversion:  29%|██▉       | 293/999 [00:25<01:01, 11.50it/s]
DDIM Inversion:  30%|██▉       | 295/999 [00:25<01:00, 11.65it/s]
DDIM Inversion:  30%|██▉       | 297/999 [00:25<01:00, 11.56it/s]
DDIM Inversion:  30%|██▉       | 299/999 [00:25<00:59, 11.75it/s]
DDIM Inversion:  30%|███       | 301/999 [00:25<00:58, 12.02it/s]
DDIM Inversion:  30%|███       | 303/999 [00:26<00:56, 12.24it/s]
DDIM Inversion:  31%|███       | 305/999 [00:26<00:56, 12.37it/s]
DDIM Inversion:  31%|███       | 307/999 [00:26<00:55, 12.49it/s]
DDIM Inversion:  31%|███       | 309/999 [00:26<00:56, 12.27it/s]
DDIM Inversion:  31%|███       | 311/999 [00:26<00:56, 12.17it/s]
DDIM Inversion:  31%|███▏      | 313/999 [00:26<00:58, 11.76it/s]
DDIM Inversion:  32%|███▏      | 315/999 [00:27<00:58, 11.73it/s]
DDIM Inversion:  32%|███▏      | 317/999 [00:27<00:58, 11.58it/s]
DDIM Inversion:  32%|███▏      | 319/999 [00:27<00:59, 11.48it/s]
DDIM Inversion:  32%|███▏      | 321/999 [00:27<00:59, 11.40it/s]
DDIM Inversion:  32%|███▏      | 323/999 [00:27<00:58, 11.51it/s]
DDIM Inversion:  33%|███▎      | 325/999 [00:27<00:58, 11.56it/s]
DDIM Inversion:  33%|███▎      | 327/999 [00:28<00:58, 11.43it/s]
DDIM Inversion:  33%|███▎      | 329/999 [00:28<00:59, 11.32it/s]
DDIM Inversion:  33%|███▎      | 331/999 [00:28<01:01, 10.90it/s]
DDIM Inversion:  33%|███▎      | 333/999 [00:28<01:03, 10.52it/s]
DDIM Inversion:  34%|███▎      | 335/999 [00:28<01:02, 10.66it/s]
DDIM Inversion:  34%|███▎      | 337/999 [00:29<01:01, 10.78it/s]
DDIM Inversion:  34%|███▍      | 339/999 [00:29<00:59, 11.04it/s]
DDIM Inversion:  34%|███▍      | 341/999 [00:29<00:59, 11.03it/s]
DDIM Inversion:  34%|███▍      | 343/999 [00:29<00:59, 11.04it/s]
DDIM Inversion:  35%|███▍      | 345/999 [00:29<00:58, 11.11it/s]
DDIM Inversion:  35%|███▍      | 347/999 [00:29<00:56, 11.52it/s]
DDIM Inversion:  35%|███▍      | 349/999 [00:30<00:57, 11.32it/s]
DDIM Inversion:  35%|███▌      | 351/999 [00:30<00:57, 11.36it/s]
DDIM Inversion:  35%|███▌      | 353/999 [00:30<00:56, 11.53it/s]
DDIM Inversion:  36%|███▌      | 355/999 [00:30<00:54, 11.86it/s]
DDIM Inversion:  36%|███▌      | 357/999 [00:30<00:53, 11.94it/s]
DDIM Inversion:  36%|███▌      | 359/999 [00:30<00:53, 11.99it/s]
DDIM Inversion:  36%|███▌      | 361/999 [00:31<00:57, 11.10it/s]
DDIM Inversion:  36%|███▋      | 363/999 [00:31<00:55, 11.41it/s]
DDIM Inversion:  37%|███▋      | 365/999 [00:31<00:54, 11.57it/s]
DDIM Inversion:  37%|███▋      | 367/999 [00:31<00:52, 11.99it/s]
DDIM Inversion:  37%|███▋      | 369/999 [00:31<00:52, 11.90it/s]
DDIM Inversion:  37%|███▋      | 371/999 [00:32<00:53, 11.66it/s]
DDIM Inversion:  37%|███▋      | 373/999 [00:32<00:53, 11.75it/s]
DDIM Inversion:  38%|███▊      | 375/999 [00:32<00:52, 11.99it/s]
DDIM Inversion:  38%|███▊      | 377/999 [00:32<00:52, 11.79it/s]
DDIM Inversion:  38%|███▊      | 379/999 [00:32<00:52, 11.86it/s]
DDIM Inversion:  38%|███▊      | 381/999 [00:32<00:50, 12.14it/s]
DDIM Inversion:  38%|███▊      | 383/999 [00:33<00:49, 12.32it/s]
DDIM Inversion:  39%|███▊      | 385/999 [00:33<00:52, 11.74it/s]
DDIM Inversion:  39%|███▊      | 387/999 [00:33<00:51, 11.85it/s]
DDIM Inversion:  39%|███▉      | 389/999 [00:33<00:52, 11.64it/s]
DDIM Inversion:  39%|███▉      | 391/999 [00:33<00:51, 11.75it/s]
DDIM Inversion:  39%|███▉      | 393/999 [00:33<00:51, 11.77it/s]
DDIM Inversion:  40%|███▉      | 395/999 [00:34<00:50, 11.84it/s]
DDIM Inversion:  40%|███▉      | 397/999 [00:34<00:50, 11.85it/s]
DDIM Inversion:  40%|███▉      | 399/999 [00:34<00:51, 11.65it/s]
DDIM Inversion:  40%|████      | 401/999 [00:34<00:50, 11.79it/s]
DDIM Inversion:  40%|████      | 403/999 [00:34<00:49, 12.11it/s]
DDIM Inversion:  41%|████      | 405/999 [00:34<00:48, 12.25it/s]
DDIM Inversion:  41%|████      | 407/999 [00:35<00:49, 12.00it/s]
DDIM Inversion:  41%|████      | 409/999 [00:35<00:48, 12.12it/s]
DDIM Inversion:  41%|████      | 411/999 [00:35<00:49, 11.88it/s]
DDIM Inversion:  41%|████▏     | 413/999 [00:35<00:51, 11.31it/s]
DDIM Inversion:  42%|████▏     | 415/999 [00:35<00:51, 11.25it/s]
DDIM Inversion:  42%|████▏     | 417/999 [00:35<00:52, 11.11it/s]
DDIM Inversion:  42%|████▏     | 419/999 [00:36<00:51, 11.21it/s]
DDIM Inversion:  42%|████▏     | 421/999 [00:36<00:51, 11.30it/s]
DDIM Inversion:  42%|████▏     | 423/999 [00:36<00:50, 11.43it/s]
DDIM Inversion:  43%|████▎     | 425/999 [00:36<00:49, 11.59it/s]
DDIM Inversion:  43%|████▎     | 427/999 [00:36<00:50, 11.37it/s]
DDIM Inversion:  43%|████▎     | 429/999 [00:36<00:49, 11.56it/s]
DDIM Inversion:  43%|████▎     | 431/999 [00:37<00:49, 11.55it/s]
DDIM Inversion:  43%|████▎     | 433/999 [00:37<00:49, 11.52it/s]
DDIM Inversion:  44%|████▎     | 435/999 [00:37<00:49, 11.41it/s]
DDIM Inversion:  44%|████▎     | 437/999 [00:37<00:49, 11.38it/s]
DDIM Inversion:  44%|████▍     | 439/999 [00:37<00:48, 11.63it/s]
DDIM Inversion:  44%|████▍     | 441/999 [00:38<00:49, 11.25it/s]
DDIM Inversion:  44%|████▍     | 443/999 [00:38<00:49, 11.19it/s]
DDIM Inversion:  45%|████▍     | 445/999 [00:38<00:49, 11.16it/s]
DDIM Inversion:  45%|████▍     | 447/999 [00:38<00:49, 11.24it/s]
DDIM Inversion:  45%|████▍     | 449/999 [00:38<00:47, 11.68it/s]
DDIM Inversion:  45%|████▌     | 451/999 [00:38<00:47, 11.51it/s]
DDIM Inversion:  45%|████▌     | 453/999 [00:39<00:47, 11.57it/s]
DDIM Inversion:  46%|████▌     | 455/999 [00:39<00:47, 11.56it/s]
DDIM Inversion:  46%|████▌     | 457/999 [00:39<00:45, 11.89it/s]
DDIM Inversion:  46%|████▌     | 459/999 [00:39<00:45, 11.97it/s]
DDIM Inversion:  46%|████▌     | 461/999 [00:39<00:43, 12.28it/s]
DDIM Inversion:  46%|████▋     | 463/999 [00:39<00:42, 12.52it/s]
DDIM Inversion:  47%|████▋     | 465/999 [00:40<00:42, 12.71it/s]
DDIM Inversion:  47%|████▋     | 467/999 [00:40<00:42, 12.40it/s]
DDIM Inversion:  47%|████▋     | 469/999 [00:40<00:42, 12.45it/s]
DDIM Inversion:  47%|████▋     | 471/999 [00:40<00:43, 12.21it/s]
DDIM Inversion:  47%|████▋     | 473/999 [00:40<00:42, 12.44it/s]
DDIM Inversion:  48%|████▊     | 475/999 [00:40<00:42, 12.47it/s]
DDIM Inversion:  48%|████▊     | 477/999 [00:41<00:41, 12.56it/s]
DDIM Inversion:  48%|████▊     | 479/999 [00:41<00:43, 12.05it/s]
DDIM Inversion:  48%|████▊     | 481/999 [00:41<00:43, 12.00it/s]
DDIM Inversion:  48%|████▊     | 483/999 [00:41<00:43, 11.98it/s]
DDIM Inversion:  49%|████▊     | 485/999 [00:41<00:43, 11.75it/s]
DDIM Inversion:  49%|████▊     | 487/999 [00:41<00:43, 11.69it/s]
DDIM Inversion:  49%|████▉     | 489/999 [00:42<00:42, 12.07it/s]
DDIM Inversion:  49%|████▉     | 491/999 [00:42<00:42, 11.83it/s]
DDIM Inversion:  49%|████▉     | 493/999 [00:42<00:43, 11.76it/s]
DDIM Inversion:  50%|████▉     | 495/999 [00:42<00:43, 11.57it/s]
DDIM Inversion:  50%|████▉     | 497/999 [00:42<00:42, 11.84it/s]
DDIM Inversion:  50%|████▉     | 499/999 [00:42<00:40, 12.22it/s]
DDIM Inversion:  50%|█████     | 501/999 [00:43<00:39, 12.51it/s]
DDIM Inversion:  50%|█████     | 503/999 [00:43<00:39, 12.53it/s]
DDIM Inversion:  51%|█████     | 505/999 [00:43<00:39, 12.45it/s]
DDIM Inversion:  51%|█████     | 507/999 [00:43<00:40, 12.24it/s]
DDIM Inversion:  51%|█████     | 509/999 [00:43<00:39, 12.29it/s]
DDIM Inversion:  51%|█████     | 511/999 [00:43<00:40, 12.17it/s]
DDIM Inversion:  51%|█████▏    | 513/999 [00:44<00:40, 12.01it/s]
DDIM Inversion:  52%|█████▏    | 515/999 [00:44<00:40, 11.81it/s]
DDIM Inversion:  52%|█████▏    | 517/999 [00:44<00:40, 11.98it/s]
DDIM Inversion:  52%|█████▏    | 519/999 [00:44<00:40, 11.83it/s]
DDIM Inversion:  52%|█████▏    | 521/999 [00:44<00:42, 11.26it/s]
DDIM Inversion:  52%|█████▏    | 523/999 [00:44<00:44, 10.71it/s]
DDIM Inversion:  53%|█████▎    | 525/999 [00:45<00:42, 11.05it/s]
DDIM Inversion:  53%|█████▎    | 527/999 [00:45<00:42, 11.01it/s]
DDIM Inversion:  53%|█████▎    | 529/999 [00:45<00:41, 11.25it/s]
DDIM Inversion:  53%|█████▎    | 531/999 [00:45<00:40, 11.46it/s]
DDIM Inversion:  53%|█████▎    | 533/999 [00:45<00:39, 11.71it/s]
DDIM Inversion:  54%|█████▎    | 535/999 [00:45<00:40, 11.57it/s]
DDIM Inversion:  54%|█████▍    | 537/999 [00:46<00:38, 11.92it/s]
DDIM Inversion:  54%|█████▍    | 539/999 [00:46<00:38, 12.08it/s]
DDIM Inversion:  54%|█████▍    | 541/999 [00:46<00:37, 12.08it/s]
DDIM Inversion:  54%|█████▍    | 543/999 [00:46<00:37, 12.14it/s]
DDIM Inversion:  55%|█████▍    | 545/999 [00:46<00:36, 12.40it/s]
DDIM Inversion:  55%|█████▍    | 547/999 [00:46<00:35, 12.58it/s]
DDIM Inversion:  55%|█████▍    | 549/999 [00:47<00:36, 12.45it/s]
DDIM Inversion:  55%|█████▌    | 551/999 [00:47<00:39, 11.43it/s]
DDIM Inversion:  55%|█████▌    | 553/999 [00:47<00:37, 11.79it/s]
DDIM Inversion:  56%|█████▌    | 555/999 [00:47<00:37, 11.90it/s]
DDIM Inversion:  56%|█████▌    | 557/999 [00:47<00:39, 11.16it/s]
DDIM Inversion:  56%|█████▌    | 559/999 [00:47<00:38, 11.45it/s]
DDIM Inversion:  56%|█████▌    | 561/999 [00:48<00:38, 11.28it/s]
DDIM Inversion:  56%|█████▋    | 563/999 [00:48<00:37, 11.62it/s]
DDIM Inversion:  57%|█████▋    | 565/999 [00:48<00:37, 11.43it/s]
DDIM Inversion:  57%|█████▋    | 567/999 [00:48<00:36, 11.70it/s]
DDIM Inversion:  57%|█████▋    | 569/999 [00:48<00:37, 11.60it/s]
DDIM Inversion:  57%|█████▋    | 571/999 [00:49<00:36, 11.60it/s]
DDIM Inversion:  57%|█████▋    | 573/999 [00:49<00:35, 12.01it/s]
DDIM Inversion:  58%|█████▊    | 575/999 [00:49<00:34, 12.32it/s]
DDIM Inversion:  58%|█████▊    | 577/999 [00:49<00:35, 11.93it/s]
DDIM Inversion:  58%|█████▊    | 579/999 [00:49<00:36, 11.57it/s]
DDIM Inversion:  58%|█████▊    | 581/999 [00:49<00:37, 11.28it/s]
DDIM Inversion:  58%|█████▊    | 583/999 [00:50<00:36, 11.43it/s]
DDIM Inversion:  59%|█████▊    | 585/999 [00:50<00:36, 11.40it/s]
DDIM Inversion:  59%|█████▉    | 587/999 [00:50<00:36, 11.34it/s]
DDIM Inversion:  59%|█████▉    | 589/999 [00:50<00:35, 11.44it/s]
DDIM Inversion:  59%|█████▉    | 591/999 [00:50<00:35, 11.53it/s]
DDIM Inversion:  59%|█████▉    | 593/999 [00:50<00:34, 11.66it/s]
DDIM Inversion:  60%|█████▉    | 595/999 [00:51<00:34, 11.70it/s]
DDIM Inversion:  60%|█████▉    | 597/999 [00:51<00:34, 11.56it/s]
DDIM Inversion:  60%|█████▉    | 599/999 [00:51<00:34, 11.50it/s]
DDIM Inversion:  60%|██████    | 601/999 [00:51<00:35, 11.24it/s]
DDIM Inversion:  60%|██████    | 603/999 [00:51<00:34, 11.64it/s]
DDIM Inversion:  61%|██████    | 605/999 [00:51<00:34, 11.57it/s]
DDIM Inversion:  61%|██████    | 607/999 [00:52<00:33, 11.70it/s]
DDIM Inversion:  61%|██████    | 609/999 [00:52<00:33, 11.80it/s]
DDIM Inversion:  61%|██████    | 611/999 [00:52<00:33, 11.51it/s]
DDIM Inversion:  61%|██████▏   | 613/999 [00:52<00:32, 11.84it/s]
DDIM Inversion:  62%|██████▏   | 615/999 [00:52<00:31, 12.18it/s]
DDIM Inversion:  62%|██████▏   | 617/999 [00:52<00:32, 11.80it/s]
DDIM Inversion:  62%|██████▏   | 619/999 [00:53<00:32, 11.84it/s]
DDIM Inversion:  62%|██████▏   | 621/999 [00:53<00:31, 12.18it/s]
DDIM Inversion:  62%|██████▏   | 623/999 [00:53<00:30, 12.32it/s]
DDIM Inversion:  63%|██████▎   | 625/999 [00:53<00:31, 12.01it/s]
DDIM Inversion:  63%|██████▎   | 627/999 [00:53<00:30, 12.02it/s]
DDIM Inversion:  63%|██████▎   | 629/999 [00:53<00:32, 11.43it/s]
DDIM Inversion:  63%|██████▎   | 631/999 [00:54<00:32, 11.34it/s]
DDIM Inversion:  63%|██████▎   | 633/999 [00:54<00:32, 11.42it/s]
DDIM Inversion:  64%|██████▎   | 635/999 [00:54<00:31, 11.64it/s]
DDIM Inversion:  64%|██████▍   | 637/999 [00:54<00:31, 11.50it/s]
DDIM Inversion:  64%|██████▍   | 639/999 [00:54<00:30, 11.91it/s]
DDIM Inversion:  64%|██████▍   | 641/999 [00:55<00:30, 11.59it/s]
DDIM Inversion:  64%|██████▍   | 643/999 [00:55<00:32, 11.00it/s]
DDIM Inversion:  65%|██████▍   | 645/999 [00:55<00:31, 11.11it/s]
DDIM Inversion:  65%|██████▍   | 647/999 [00:55<00:31, 11.34it/s]
DDIM Inversion:  65%|██████▍   | 649/999 [00:55<00:29, 11.76it/s]
DDIM Inversion:  65%|██████▌   | 651/999 [00:55<00:29, 11.84it/s]
DDIM Inversion:  65%|██████▌   | 653/999 [00:56<00:28, 12.19it/s]
DDIM Inversion:  66%|██████▌   | 655/999 [00:56<00:27, 12.46it/s]
DDIM Inversion:  66%|██████▌   | 657/999 [00:56<00:27, 12.34it/s]
DDIM Inversion:  66%|██████▌   | 659/999 [00:56<00:27, 12.28it/s]
DDIM Inversion:  66%|██████▌   | 661/999 [00:56<00:27, 12.10it/s]
DDIM Inversion:  66%|██████▋   | 663/999 [00:56<00:28, 11.65it/s]
DDIM Inversion:  67%|██████▋   | 665/999 [00:57<00:27, 11.99it/s]
DDIM Inversion:  67%|██████▋   | 667/999 [00:57<00:27, 12.26it/s]
DDIM Inversion:  67%|██████▋   | 669/999 [00:57<00:26, 12.49it/s]
DDIM Inversion:  67%|██████▋   | 671/999 [00:57<00:28, 11.70it/s]
DDIM Inversion:  67%|██████▋   | 673/999 [00:57<00:27, 11.81it/s]
DDIM Inversion:  68%|██████▊   | 675/999 [00:57<00:27, 11.74it/s]
DDIM Inversion:  68%|██████▊   | 677/999 [00:58<00:26, 12.00it/s]
DDIM Inversion:  68%|██████▊   | 679/999 [00:58<00:26, 11.96it/s]
DDIM Inversion:  68%|██████▊   | 681/999 [00:58<00:26, 11.83it/s]
DDIM Inversion:  68%|██████▊   | 683/999 [00:58<00:26, 11.90it/s]
DDIM Inversion:  69%|██████▊   | 685/999 [00:58<00:26, 11.81it/s]
DDIM Inversion:  69%|██████▉   | 687/999 [00:58<00:26, 11.59it/s]
DDIM Inversion:  69%|██████▉   | 689/999 [00:59<00:27, 11.39it/s]
DDIM Inversion:  69%|██████▉   | 691/999 [00:59<00:26, 11.66it/s]
DDIM Inversion:  69%|██████▉   | 693/999 [00:59<00:25, 12.04it/s]
DDIM Inversion:  70%|██████▉   | 695/999 [00:59<00:25, 11.97it/s]
DDIM Inversion:  70%|██████▉   | 697/999 [00:59<00:25, 11.81it/s]
DDIM Inversion:  70%|██████▉   | 699/999 [00:59<00:24, 12.09it/s]
DDIM Inversion:  70%|███████   | 701/999 [01:00<00:24, 11.97it/s]
DDIM Inversion:  70%|███████   | 703/999 [01:00<00:25, 11.79it/s]
DDIM Inversion:  71%|███████   | 705/999 [01:00<00:25, 11.58it/s]
DDIM Inversion:  71%|███████   | 707/999 [01:00<00:25, 11.30it/s]
DDIM Inversion:  71%|███████   | 709/999 [01:00<00:27, 10.60it/s]
DDIM Inversion:  71%|███████   | 711/999 [01:00<00:26, 10.95it/s]
DDIM Inversion:  71%|███████▏  | 713/999 [01:01<00:25, 11.01it/s]
DDIM Inversion:  72%|███████▏  | 715/999 [01:01<00:25, 11.32it/s]
DDIM Inversion:  72%|███████▏  | 717/999 [01:01<00:25, 11.13it/s]
DDIM Inversion:  72%|███████▏  | 719/999 [01:01<00:25, 11.13it/s]
DDIM Inversion:  72%|███████▏  | 721/999 [01:01<00:24, 11.44it/s]
DDIM Inversion:  72%|███████▏  | 723/999 [01:02<00:23, 11.52it/s]
DDIM Inversion:  73%|███████▎  | 725/999 [01:02<00:24, 11.27it/s]
DDIM Inversion:  73%|███████▎  | 727/999 [01:02<00:24, 11.25it/s]
DDIM Inversion:  73%|███████▎  | 729/999 [01:02<00:24, 11.22it/s]
DDIM Inversion:  73%|███████▎  | 731/999 [01:02<00:23, 11.31it/s]
DDIM Inversion:  73%|███████▎  | 733/999 [01:02<00:23, 11.21it/s]
DDIM Inversion:  74%|███████▎  | 735/999 [01:03<00:23, 11.16it/s]
DDIM Inversion:  74%|███████▍  | 737/999 [01:03<00:23, 11.14it/s]
DDIM Inversion:  74%|███████▍  | 739/999 [01:03<00:22, 11.32it/s]
DDIM Inversion:  74%|███████▍  | 741/999 [01:03<00:22, 11.22it/s]
DDIM Inversion:  74%|███████▍  | 743/999 [01:03<00:22, 11.45it/s]
DDIM Inversion:  75%|███████▍  | 745/999 [01:03<00:21, 11.59it/s]
DDIM Inversion:  75%|███████▍  | 747/999 [01:04<00:21, 11.58it/s]
DDIM Inversion:  75%|███████▍  | 749/999 [01:04<00:22, 11.31it/s]
DDIM Inversion:  75%|███████▌  | 751/999 [01:04<00:22, 10.82it/s]
DDIM Inversion:  75%|███████▌  | 753/999 [01:04<00:21, 11.30it/s]
DDIM Inversion:  76%|███████▌  | 755/999 [01:04<00:21, 11.62it/s]
DDIM Inversion:  76%|███████▌  | 757/999 [01:05<00:20, 11.53it/s]
DDIM Inversion:  76%|███████▌  | 759/999 [01:05<00:20, 11.69it/s]
DDIM Inversion:  76%|███████▌  | 761/999 [01:05<00:21, 11.20it/s]
DDIM Inversion:  76%|███████▋  | 763/999 [01:05<00:20, 11.35it/s]
DDIM Inversion:  77%|███████▋  | 765/999 [01:05<00:19, 11.79it/s]
DDIM Inversion:  77%|███████▋  | 767/999 [01:05<00:20, 11.46it/s]
DDIM Inversion:  77%|███████▋  | 769/999 [01:06<00:20, 11.17it/s]
DDIM Inversion:  77%|███████▋  | 771/999 [01:06<00:20, 10.89it/s]
DDIM Inversion:  77%|███████▋  | 773/999 [01:06<00:21, 10.59it/s]
DDIM Inversion:  78%|███████▊  | 775/999 [01:06<00:20, 10.77it/s]
DDIM Inversion:  78%|███████▊  | 777/999 [01:06<00:20, 11.04it/s]
DDIM Inversion:  78%|███████▊  | 779/999 [01:07<00:19, 11.06it/s]
DDIM Inversion:  78%|███████▊  | 781/999 [01:07<00:19, 11.02it/s]
DDIM Inversion:  78%|███████▊  | 783/999 [01:07<00:19, 11.07it/s]
DDIM Inversion:  79%|███████▊  | 785/999 [01:07<00:19, 11.02it/s]
DDIM Inversion:  79%|███████▉  | 787/999 [01:07<00:19, 11.05it/s]
DDIM Inversion:  79%|███████▉  | 789/999 [01:07<00:19, 11.02it/s]
DDIM Inversion:  79%|███████▉  | 791/999 [01:08<00:19, 10.81it/s]
DDIM Inversion:  79%|███████▉  | 793/999 [01:08<00:18, 11.31it/s]
DDIM Inversion:  80%|███████▉  | 795/999 [01:08<00:17, 11.71it/s]
DDIM Inversion:  80%|███████▉  | 797/999 [01:08<00:17, 11.82it/s]
DDIM Inversion:  80%|███████▉  | 799/999 [01:08<00:17, 11.67it/s]
DDIM Inversion:  80%|████████  | 801/999 [01:08<00:16, 11.70it/s]
DDIM Inversion:  80%|████████  | 803/999 [01:09<00:16, 11.82it/s]
DDIM Inversion:  81%|████████  | 805/999 [01:09<00:16, 11.90it/s]
DDIM Inversion:  81%|████████  | 807/999 [01:09<00:16, 11.59it/s]
DDIM Inversion:  81%|████████  | 809/999 [01:09<00:16, 11.64it/s]
DDIM Inversion:  81%|████████  | 811/999 [01:09<00:16, 11.72it/s]
DDIM Inversion:  81%|████████▏ | 813/999 [01:10<00:17, 10.91it/s]
DDIM Inversion:  82%|████████▏ | 815/999 [01:10<00:16, 11.04it/s]
DDIM Inversion:  82%|████████▏ | 817/999 [01:10<00:16, 10.84it/s]
DDIM Inversion:  82%|████████▏ | 819/999 [01:10<00:16, 10.87it/s]
DDIM Inversion:  82%|████████▏ | 821/999 [01:10<00:16, 10.68it/s]
DDIM Inversion:  82%|████████▏ | 823/999 [01:10<00:15, 11.02it/s]
DDIM Inversion:  83%|████████▎ | 825/999 [01:11<00:15, 11.14it/s]
DDIM Inversion:  83%|████████▎ | 827/999 [01:11<00:15, 10.95it/s]
DDIM Inversion:  83%|████████▎ | 829/999 [01:11<00:16, 10.56it/s]
DDIM Inversion:  83%|████████▎ | 831/999 [01:11<00:15, 10.98it/s]
DDIM Inversion:  83%|████████▎ | 833/999 [01:11<00:14, 11.23it/s]
DDIM Inversion:  84%|████████▎ | 835/999 [01:11<00:14, 11.67it/s]
DDIM Inversion:  84%|████████▍ | 837/999 [01:12<00:13, 12.01it/s]
DDIM Inversion:  84%|████████▍ | 839/999 [01:12<00:13, 11.76it/s]
DDIM Inversion:  84%|████████▍ | 841/999 [01:12<00:13, 11.86it/s]
DDIM Inversion:  84%|████████▍ | 843/999 [01:12<00:12, 12.03it/s]
DDIM Inversion:  85%|████████▍ | 845/999 [01:12<00:12, 12.22it/s]
DDIM Inversion:  85%|████████▍ | 847/999 [01:12<00:12, 12.16it/s]
DDIM Inversion:  85%|████████▍ | 849/999 [01:13<00:12, 11.95it/s]
DDIM Inversion:  85%|████████▌ | 851/999 [01:13<00:12, 11.69it/s]
DDIM Inversion:  85%|████████▌ | 853/999 [01:13<00:12, 11.48it/s]
DDIM Inversion:  86%|████████▌ | 855/999 [01:13<00:12, 11.60it/s]
DDIM Inversion:  86%|████████▌ | 857/999 [01:13<00:12, 11.57it/s]
DDIM Inversion:  86%|████████▌ | 859/999 [01:14<00:12, 11.43it/s]
DDIM Inversion:  86%|████████▌ | 861/999 [01:14<00:11, 11.62it/s]
DDIM Inversion:  86%|████████▋ | 863/999 [01:14<00:12, 10.88it/s]
DDIM Inversion:  87%|████████▋ | 865/999 [01:14<00:12, 10.93it/s]
DDIM Inversion:  87%|████████▋ | 867/999 [01:14<00:11, 11.54it/s]
DDIM Inversion:  87%|████████▋ | 869/999 [01:14<00:11, 11.46it/s]
DDIM Inversion:  87%|████████▋ | 871/999 [01:15<00:11, 11.27it/s]
DDIM Inversion:  87%|████████▋ | 873/999 [01:15<00:11, 11.35it/s]
DDIM Inversion:  88%|████████▊ | 875/999 [01:15<00:10, 11.35it/s]
DDIM Inversion:  88%|████████▊ | 877/999 [01:15<00:11, 11.03it/s]
DDIM Inversion:  88%|████████▊ | 879/999 [01:15<00:11, 10.74it/s]
DDIM Inversion:  88%|████████▊ | 881/999 [01:16<00:10, 10.88it/s]
DDIM Inversion:  88%|████████▊ | 883/999 [01:16<00:10, 11.13it/s]
DDIM Inversion:  89%|████████▊ | 885/999 [01:16<00:09, 11.49it/s]
DDIM Inversion:  89%|████████▉ | 887/999 [01:16<00:09, 11.64it/s]
DDIM Inversion:  89%|████████▉ | 889/999 [01:16<00:09, 11.78it/s]
DDIM Inversion:  89%|████████▉ | 891/999 [01:16<00:09, 11.74it/s]
DDIM Inversion:  89%|████████▉ | 893/999 [01:17<00:09, 10.83it/s]
DDIM Inversion:  90%|████████▉ | 895/999 [01:17<00:09, 11.13it/s]
DDIM Inversion:  90%|████████▉ | 897/999 [01:17<00:09, 11.16it/s]
DDIM Inversion:  90%|████████▉ | 899/999 [01:17<00:09, 10.81it/s]
DDIM Inversion:  90%|█████████ | 901/999 [01:17<00:08, 10.96it/s]
DDIM Inversion:  90%|█████████ | 903/999 [01:17<00:08, 11.52it/s]
DDIM Inversion:  91%|█████████ | 905/999 [01:18<00:08, 11.22it/s]
DDIM Inversion:  91%|█████████ | 907/999 [01:18<00:08, 11.19it/s]
DDIM Inversion:  91%|█████████ | 909/999 [01:18<00:07, 11.27it/s]
DDIM Inversion:  91%|█████████ | 911/999 [01:18<00:07, 11.67it/s]
DDIM Inversion:  91%|█████████▏| 913/999 [01:18<00:07, 11.77it/s]
DDIM Inversion:  92%|█████████▏| 915/999 [01:18<00:07, 11.62it/s]
DDIM Inversion:  92%|█████████▏| 917/999 [01:19<00:07, 11.29it/s]
DDIM Inversion:  92%|█████████▏| 919/999 [01:19<00:06, 11.52it/s]
DDIM Inversion:  92%|█████████▏| 921/999 [01:19<00:06, 11.63it/s]
DDIM Inversion:  92%|█████████▏| 923/999 [01:19<00:06, 11.82it/s]
DDIM Inversion:  93%|█████████▎| 925/999 [01:19<00:06, 11.94it/s]
DDIM Inversion:  93%|█████████▎| 927/999 [01:20<00:06, 11.59it/s]
DDIM Inversion:  93%|█████████▎| 929/999 [01:20<00:05, 11.91it/s]
DDIM Inversion:  93%|█████████▎| 931/999 [01:20<00:05, 12.19it/s]
DDIM Inversion:  93%|█████████▎| 933/999 [01:20<00:05, 12.18it/s]
DDIM Inversion:  94%|█████████▎| 935/999 [01:20<00:05, 12.23it/s]
DDIM Inversion:  94%|█████████▍| 937/999 [01:20<00:05, 12.28it/s]
DDIM Inversion:  94%|█████████▍| 939/999 [01:20<00:04, 12.37it/s]
DDIM Inversion:  94%|█████████▍| 941/999 [01:21<00:04, 11.60it/s]
DDIM Inversion:  94%|█████████▍| 943/999 [01:21<00:05, 10.99it/s]
DDIM Inversion:  95%|█████████▍| 945/999 [01:21<00:05, 10.43it/s]
DDIM Inversion:  95%|█████████▍| 947/999 [01:21<00:05, 10.35it/s]
DDIM Inversion:  95%|█████████▍| 949/999 [01:21<00:04, 10.61it/s]
DDIM Inversion:  95%|█████████▌| 951/999 [01:22<00:04, 10.73it/s]
DDIM Inversion:  95%|█████████▌| 953/999 [01:22<00:04, 10.61it/s]
DDIM Inversion:  96%|█████████▌| 955/999 [01:22<00:04, 10.59it/s]
DDIM Inversion:  96%|█████████▌| 957/999 [01:22<00:04, 10.49it/s]
DDIM Inversion:  96%|█████████▌| 959/999 [01:22<00:03, 10.37it/s]
DDIM Inversion:  96%|█████████▌| 961/999 [01:23<00:03, 10.31it/s]
DDIM Inversion:  96%|█████████▋| 963/999 [01:23<00:03, 10.24it/s]
DDIM Inversion:  97%|█████████▋| 965/999 [01:23<00:03, 10.27it/s]
DDIM Inversion:  97%|█████████▋| 967/999 [01:23<00:03, 10.55it/s]
DDIM Inversion:  97%|█████████▋| 969/999 [01:23<00:02, 10.52it/s]
DDIM Inversion:  97%|█████████▋| 971/999 [01:24<00:02, 10.56it/s]
DDIM Inversion:  97%|█████████▋| 973/999 [01:24<00:02, 10.89it/s]
DDIM Inversion:  98%|█████████▊| 975/999 [01:24<00:02, 11.16it/s]
DDIM Inversion:  98%|█████████▊| 977/999 [01:24<00:01, 11.25it/s]
DDIM Inversion:  98%|█████████▊| 979/999 [01:24<00:01, 11.50it/s]
DDIM Inversion:  98%|█████████▊| 981/999 [01:24<00:01, 11.43it/s]
DDIM Inversion:  98%|█████████▊| 983/999 [01:25<00:01, 11.50it/s]
DDIM Inversion:  99%|█████████▊| 985/999 [01:25<00:01, 11.51it/s]
DDIM Inversion:  99%|█████████▉| 987/999 [01:25<00:01, 11.51it/s]
DDIM Inversion:  99%|█████████▉| 989/999 [01:25<00:00, 11.38it/s]
DDIM Inversion:  99%|█████████▉| 991/999 [01:25<00:00, 11.40it/s]
DDIM Inversion:  99%|█████████▉| 993/999 [01:25<00:00, 11.57it/s]
DDIM Inversion: 100%|█████████▉| 995/999 [01:26<00:00, 11.89it/s]
DDIM Inversion: 100%|█████████▉| 997/999 [01:26<00:00, 12.20it/s]
DDIM Inversion: 100%|██████████| 999/999 [01:26<00:00, 12.35it/s]
DDIM Inversion: 100%|██████████| 999/999 [01:26<00:00, 11.56it/s]
Data shape for DDIM sampling is (1, 4, 64, 64), eta 0.0
Running DDIM Sampling with 999 timesteps
Selected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341
361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701
721 741 761 781 801 821 841 861 881 901 921 941 961 981]
DDIM Sampler:   0%|          | 0/999 [00:00<?, ?it/s]
DDIM Sampler:   0%|          | 2/999 [00:00<01:32, 10.73it/s]
DDIM Sampler:   0%|          | 4/999 [00:00<01:29, 11.10it/s]
DDIM Sampler:   1%|          | 6/999 [00:00<01:29, 11.04it/s]
DDIM Sampler:   1%|          | 8/999 [00:00<01:29, 11.07it/s]
DDIM Sampler:   1%|          | 10/999 [00:00<01:29, 11.08it/s]
DDIM Sampler:   1%|          | 12/999 [00:01<01:30, 10.90it/s]
DDIM Sampler:   1%|▏         | 14/999 [00:01<01:29, 10.98it/s]
DDIM Sampler:   2%|▏         | 16/999 [00:01<01:28, 11.11it/s]
DDIM Sampler:   2%|▏         | 18/999 [00:01<01:27, 11.19it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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Sampled images and extracted features saved in: ./outputs_real
Global seed set to 50
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Data shape for DDIM sampling is (2, 4, 64, 64), eta 0.0
Running DDIM Sampling with 50 timesteps
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PnP results saved in: ./outputs_real/translations/10.0_a_photorealistic_image_of_bear_cubs_in_the_snow; ./outputs_real/translations/10.0_a_polygonal_illustration_of_a_cat_and_a_bunny

Prediction

daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8

Model

daanelson/plug_and_play_image_translation:f41455dc

66rh235yqzdmxi43mcl3bvosyu

Status

Succeeded

Source

Web

Hardware

–

Total duration

8m 29s

Created

about 2 years ago

Input

input_image
translation_prompts: a photo of robots dancing;a cartoon of a couple dancing;a photo of a wooden sculpture of a couple dancing
negative_prompt_alpha: "0"
feature_injection_threshold: 0.8

{
  "input_image": "https://replicate.delivery/pbxt/IIh8n5gWaJUQfnvHqJqW4B5iOmGl1LgbSlTkeVCHaKHY8JKa/dancing.jpg",
  "translation_prompts": "a photo of robots dancing;a cartoon of a couple dancing;a photo of a wooden sculpture of a couple dancing",
  "negative_prompt_alpha": "0",
  "feature_injection_threshold": 0.8
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
  {
    input: {
      input_image: "https://replicate.delivery/pbxt/IIh8n5gWaJUQfnvHqJqW4B5iOmGl1LgbSlTkeVCHaKHY8JKa/dancing.jpg",
      translation_prompts: "a photo of robots dancing;a cartoon of a couple dancing;a photo of a wooden sculpture of a couple dancing",
      negative_prompt_alpha: "0",
      feature_injection_threshold: 0.8
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "daanelson/plug_and_play_image_translation:f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
    input={
        "input_image": "https://replicate.delivery/pbxt/IIh8n5gWaJUQfnvHqJqW4B5iOmGl1LgbSlTkeVCHaKHY8JKa/dancing.jpg",
        "translation_prompts": "a photo of robots dancing;a cartoon of a couple dancing;a photo of a wooden sculpture of a couple dancing",
        "negative_prompt_alpha": "0",
        "feature_injection_threshold": 0.8
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run daanelson/plug_and_play_image_translation 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": "f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8",
    "input": {
      "input_image": "https://replicate.delivery/pbxt/IIh8n5gWaJUQfnvHqJqW4B5iOmGl1LgbSlTkeVCHaKHY8JKa/dancing.jpg",
      "translation_prompts": "a photo of robots dancing;a cartoon of a couple dancing;a photo of a wooden sculpture of a couple dancing",
      "negative_prompt_alpha": "0",
      "feature_injection_threshold": 0.8
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2023-02-12T10:18:34.781258Z",
  "created_at": "2023-02-12T10:10:05.309318Z",
  "data_removed": false,
  "error": null,
  "id": "66rh235yqzdmxi43mcl3bvosyu",
  "input": {
    "input_image": "https://replicate.delivery/pbxt/IIh8n5gWaJUQfnvHqJqW4B5iOmGl1LgbSlTkeVCHaKHY8JKa/dancing.jpg",
    "translation_prompts": "a photo of robots dancing;a cartoon of a couple dancing;a photo of a wooden sculpture of a couple dancing",
    "negative_prompt_alpha": "0",
    "feature_injection_threshold": 0.8
  },
  "logs": "Global seed set to 50\nloaded input image of size (3974, 3974) from /tmp/tmpexwya_4cdancing.jpg\nRunning DDIM inversion with 999 timesteps\nDDIM Inversion:   0%|          | 0/999 [00:00<?, ?it/s]\nDDIM Inversion:   0%|          | 1/999 [00:00<02:37,  6.32it/s]\nDDIM Inversion:   0%|          | 3/999 [00:00<01:50,  8.99it/s]\nDDIM Inversion:   1%|          | 5/999 [00:00<01:36, 10.33it/s]\nDDIM Inversion:   1%|          | 7/999 [00:00<01:36, 10.26it/s]\nDDIM Inversion:   1%|          | 9/999 [00:00<01:36, 10.22it/s]\nDDIM Inversion:   1%|          | 11/999 [00:01<01:34, 10.42it/s]\nDDIM Inversion:   1%|▏         | 13/999 [00:01<01:34, 10.48it/s]\nDDIM Inversion:   2%|▏         | 15/999 [00:01<01:34, 10.37it/s]\nDDIM Inversion:   2%|▏         | 17/999 [00:01<01:30, 10.90it/s]\nDDIM Inversion:   2%|▏         | 19/999 [00:01<01:31, 10.76it/s]\nDDIM Inversion:   2%|▏         | 21/999 [00:02<01:32, 10.54it/s]\nDDIM Inversion:   2%|▏         | 23/999 [00:02<01:31, 10.66it/s]\nDDIM Inversion:   3%|▎         | 25/999 [00:02<01:32, 10.53it/s]\nDDIM Inversion:   3%|▎         | 27/999 [00:02<01:31, 10.61it/s]\nDDIM Inversion:   3%|▎         | 29/999 [00:02<01:34, 10.22it/s]\nDDIM Inversion:   3%|▎         | 31/999 [00:02<01:30, 10.65it/s]\nDDIM Inversion:   3%|▎         | 33/999 [00:03<01:27, 11.04it/s]\nDDIM Inversion:   4%|▎         | 35/999 [00:03<01:25, 11.23it/s]\nDDIM Inversion:   4%|▎         | 37/999 [00:03<01:25, 11.22it/s]\nDDIM Inversion:   4%|▍         | 39/999 [00:03<01:24, 11.33it/s]\nDDIM Inversion:   4%|▍         | 41/999 [00:03<01:26, 11.10it/s]\nDDIM Inversion:   4%|▍         | 43/999 [00:04<01:28, 10.78it/s]\nDDIM Inversion:   5%|▍         | 45/999 [00:04<01:26, 11.04it/s]\nDDIM Inversion:   5%|▍         | 47/999 [00:04<01:26, 10.97it/s]\nDDIM Inversion:   5%|▍         | 49/999 [00:04<01:26, 10.95it/s]\nDDIM Inversion:   5%|▌         | 51/999 [00:04<01:27, 10.83it/s]\nDDIM Inversion:   5%|▌         | 53/999 [00:04<01:26, 10.96it/s]\nDDIM Inversion:   6%|▌         | 55/999 [00:05<01:28, 10.66it/s]\nDDIM Inversion:   6%|▌         | 57/999 [00:05<01:28, 10.65it/s]\nDDIM Inversion:   6%|▌         | 59/999 [00:05<01:25, 10.98it/s]\nDDIM Inversion:   6%|▌         | 61/999 [00:05<01:29, 10.50it/s]\nDDIM Inversion:   6%|▋         | 63/999 [00:05<01:29, 10.42it/s]\nDDIM Inversion:   7%|▋         | 65/999 [00:06<01:26, 10.74it/s]\nDDIM Inversion:   7%|▋         | 67/999 [00:06<01:23, 11.21it/s]\nDDIM Inversion:   7%|▋         | 69/999 [00:06<01:23, 11.08it/s]\nDDIM Inversion:   7%|▋         | 71/999 [00:06<01:27, 10.58it/s]\nDDIM Inversion:   7%|▋         | 73/999 [00:06<01:27, 10.60it/s]\nDDIM Inversion:   8%|▊         | 75/999 [00:07<01:24, 10.93it/s]\nDDIM Inversion:   8%|▊         | 77/999 [00:07<01:22, 11.16it/s]\nDDIM Inversion:   8%|▊         | 79/999 [00:07<01:22, 11.12it/s]\nDDIM Inversion:   8%|▊         | 81/999 [00:07<01:21, 11.30it/s]\nDDIM Inversion:   8%|▊         | 83/999 [00:07<01:24, 10.86it/s]\nDDIM Inversion:   9%|▊         | 85/999 [00:07<01:20, 11.36it/s]\nDDIM Inversion:   9%|▊         | 87/999 [00:08<01:21, 11.13it/s]\nDDIM Inversion:   9%|▉         | 89/999 [00:08<01:19, 11.47it/s]\nDDIM Inversion:   9%|▉         | 91/999 [00:08<01:20, 11.25it/s]\nDDIM Inversion:   9%|▉         | 93/999 [00:08<01:20, 11.21it/s]\nDDIM Inversion:  10%|▉         | 95/999 [00:08<01:23, 10.82it/s]\nDDIM Inversion:  10%|▉         | 97/999 [00:08<01:20, 11.24it/s]\nDDIM Inversion:  10%|▉         | 99/999 [00:09<01:20, 11.16it/s]\nDDIM Inversion:  10%|█         | 101/999 [00:09<01:21, 11.05it/s]\nDDIM Inversion:  10%|█         | 103/999 [00:09<01:24, 10.59it/s]\nDDIM Inversion:  11%|█         | 105/999 [00:09<01:26, 10.36it/s]\nDDIM Inversion:  11%|█         | 107/999 [00:09<01:27, 10.20it/s]\nDDIM Inversion:  11%|█         | 109/999 [00:10<01:23, 10.62it/s]\nDDIM Inversion:  11%|█         | 111/999 [00:10<01:24, 10.46it/s]\nDDIM Inversion:  11%|█▏        | 113/999 [00:10<01:25, 10.36it/s]\nDDIM Inversion:  12%|█▏        | 115/999 [00:10<01:22, 10.76it/s]\nDDIM Inversion:  12%|█▏        | 117/999 [00:10<01:23, 10.52it/s]\nDDIM Inversion:  12%|█▏        | 119/999 [00:11<01:24, 10.47it/s]\nDDIM Inversion:  12%|█▏        | 121/999 [00:11<01:23, 10.51it/s]\nDDIM Inversion:  12%|█▏        | 123/999 [00:11<01:21, 10.73it/s]\nDDIM Inversion:  13%|█▎        | 125/999 [00:11<01:20, 10.85it/s]\nDDIM Inversion:  13%|█▎        | 127/999 [00:11<01:19, 10.91it/s]\nDDIM Inversion:  13%|█▎        | 129/999 [00:11<01:19, 10.99it/s]\nDDIM Inversion:  13%|█▎        | 131/999 [00:12<01:17, 11.15it/s]\nDDIM Inversion:  13%|█▎        | 133/999 [00:12<01:18, 11.05it/s]\nDDIM Inversion:  14%|█▎        | 135/999 [00:12<01:24, 10.26it/s]\nDDIM Inversion:  14%|█▎        | 137/999 [00:12<01:22, 10.39it/s]\nDDIM Inversion:  14%|█▍        | 139/999 [00:12<01:21, 10.53it/s]\nDDIM Inversion:  14%|█▍        | 141/999 [00:13<01:19, 10.80it/s]\nDDIM Inversion:  14%|█▍        | 143/999 [00:13<01:18, 10.88it/s]\nDDIM Inversion:  15%|█▍        | 145/999 [00:13<01:16, 11.22it/s]\nDDIM Inversion:  15%|█▍        | 147/999 [00:13<01:16, 11.08it/s]\nDDIM Inversion:  15%|█▍        | 149/999 [00:13<01:17, 10.97it/s]\nDDIM Inversion:  15%|█▌        | 151/999 [00:14<01:16, 11.02it/s]\nDDIM Inversion:  15%|█▌        | 153/999 [00:14<01:16, 11.13it/s]\nDDIM Inversion:  16%|█▌        | 155/999 [00:14<01:15, 11.21it/s]\nDDIM Inversion:  16%|█▌        | 157/999 [00:14<01:14, 11.27it/s]\nDDIM Inversion:  16%|█▌        | 159/999 [00:14<01:18, 10.75it/s]\nDDIM Inversion:  16%|█▌        | 161/999 [00:14<01:15, 11.15it/s]\nDDIM Inversion:  16%|█▋        | 163/999 [00:15<01:15, 11.08it/s]\nDDIM Inversion:  17%|█▋        | 165/999 [00:15<01:15, 10.97it/s]\nDDIM Inversion:  17%|█▋        | 167/999 [00:15<01:14, 11.24it/s]\nDDIM Inversion:  17%|█▋        | 169/999 [00:15<01:12, 11.48it/s]\nDDIM Inversion:  17%|█▋        | 171/999 [00:15<01:15, 10.97it/s]\nDDIM Inversion:  17%|█▋        | 173/999 [00:15<01:14, 11.11it/s]\nDDIM Inversion:  18%|█▊        | 175/999 [00:16<01:14, 11.10it/s]\nDDIM Inversion:  18%|█▊        | 177/999 [00:16<01:13, 11.14it/s]\nDDIM Inversion:  18%|█▊        | 179/999 [00:16<01:13, 11.10it/s]\nDDIM Inversion:  18%|█▊        | 181/999 [00:16<01:14, 10.93it/s]\nDDIM Inversion:  18%|█▊        | 183/999 [00:16<01:16, 10.63it/s]\nDDIM Inversion:  19%|█▊        | 185/999 [00:17<01:14, 10.86it/s]\nDDIM Inversion:  19%|█▊        | 187/999 [00:17<01:12, 11.14it/s]\nDDIM Inversion:  19%|█▉        | 189/999 [00:17<01:11, 11.38it/s]\nDDIM Inversion:  19%|█▉        | 191/999 [00:17<01:09, 11.67it/s]\nDDIM Inversion:  19%|█▉        | 193/999 [00:17<01:10, 11.48it/s]\nDDIM Inversion:  20%|█▉        | 195/999 [00:17<01:10, 11.38it/s]\nDDIM Inversion:  20%|█▉        | 197/999 [00:18<01:10, 11.30it/s]\nDDIM Inversion:  20%|█▉        | 199/999 [00:18<01:11, 11.21it/s]\nDDIM Inversion:  20%|██        | 201/999 [00:18<01:15, 10.62it/s]\nDDIM Inversion:  20%|██        | 203/999 [00:18<01:13, 10.82it/s]\nDDIM Inversion:  21%|██        | 205/999 [00:18<01:12, 11.03it/s]\nDDIM Inversion:  21%|██        | 207/999 [00:19<01:10, 11.16it/s]\nDDIM Inversion:  21%|██        | 209/999 [00:19<01:08, 11.45it/s]\nDDIM Inversion:  21%|██        | 211/999 [00:19<01:08, 11.52it/s]\nDDIM Inversion:  21%|██▏       | 213/999 [00:19<01:07, 11.57it/s]\nDDIM Inversion:  22%|██▏       | 215/999 [00:19<01:09, 11.29it/s]\nDDIM Inversion:  22%|██▏       | 217/999 [00:19<01:07, 11.64it/s]\nDDIM Inversion:  22%|██▏       | 219/999 [00:20<01:07, 11.63it/s]\nDDIM Inversion:  22%|██▏       | 221/999 [00:20<01:05, 11.83it/s]\nDDIM Inversion:  22%|██▏       | 223/999 [00:20<01:05, 11.91it/s]\nDDIM Inversion:  23%|██▎       | 225/999 [00:20<01:04, 11.98it/s]\nDDIM Inversion:  23%|██▎       | 227/999 [00:20<01:10, 11.03it/s]\nDDIM Inversion:  23%|██▎       | 229/999 [00:20<01:10, 11.00it/s]\nDDIM Inversion:  23%|██▎       | 231/999 [00:21<01:10, 10.90it/s]\nDDIM Inversion:  23%|██▎       | 233/999 [00:21<01:11, 10.78it/s]\nDDIM Inversion:  24%|██▎       | 235/999 [00:21<01:10, 10.91it/s]\nDDIM Inversion:  24%|██▎       | 237/999 [00:21<01:07, 11.32it/s]\nDDIM Inversion:  24%|██▍       | 239/999 [00:21<01:10, 10.80it/s]\nDDIM Inversion:  24%|██▍       | 241/999 [00:22<01:09, 10.92it/s]\nDDIM Inversion:  24%|██▍       | 243/999 [00:22<01:08, 11.11it/s]\nDDIM Inversion:  25%|██▍       | 245/999 [00:22<01:07, 11.09it/s]\nDDIM Inversion:  25%|██▍       | 247/999 [00:22<01:05, 11.49it/s]\nDDIM Inversion:  25%|██▍       | 249/999 [00:22<01:07, 11.12it/s]\nDDIM Inversion:  25%|██▌       | 251/999 [00:22<01:08, 10.94it/s]\nDDIM Inversion:  25%|██▌       | 253/999 [00:23<01:08, 10.86it/s]\nDDIM Inversion:  26%|██▌       | 255/999 [00:23<01:07, 10.96it/s]\nDDIM Inversion:  26%|██▌       | 257/999 [00:23<01:06, 11.12it/s]\nDDIM Inversion:  26%|██▌       | 259/999 [00:23<01:10, 10.52it/s]\nDDIM Inversion:  26%|██▌       | 261/999 [00:23<01:07, 10.86it/s]\nDDIM Inversion:  26%|██▋       | 263/999 [00:24<01:04, 11.41it/s]\nDDIM Inversion:  27%|██▋       | 265/999 [00:24<01:05, 11.15it/s]\nDDIM Inversion:  27%|██▋       | 267/999 [00:24<01:04, 11.33it/s]\nDDIM Inversion:  27%|██▋       | 269/999 [00:24<01:03, 11.41it/s]\nDDIM Inversion:  27%|██▋       | 271/999 [00:24<01:03, 11.53it/s]\nDDIM Inversion:  27%|██▋       | 273/999 [00:24<01:04, 11.30it/s]\nDDIM Inversion:  28%|██▊       | 275/999 [00:25<01:03, 11.40it/s]\nDDIM Inversion:  28%|██▊       | 277/999 [00:25<01:03, 11.39it/s]\nDDIM Inversion:  28%|██▊       | 279/999 [00:25<01:04, 11.19it/s]\nDDIM Inversion:  28%|██▊       | 281/999 [00:25<01:04, 11.11it/s]\nDDIM Inversion:  28%|██▊       | 283/999 [00:25<01:05, 10.98it/s]\nDDIM Inversion:  29%|██▊       | 285/999 [00:25<01:02, 11.34it/s]\nDDIM Inversion:  29%|██▊       | 287/999 [00:26<01:01, 11.63it/s]\nDDIM Inversion:  29%|██▉       | 289/999 [00:26<01:01, 11.61it/s]\nDDIM Inversion:  29%|██▉       | 291/999 [00:26<01:00, 11.69it/s]\nDDIM Inversion:  29%|██▉       | 293/999 [00:26<01:00, 11.62it/s]\nDDIM Inversion:  30%|██▉       | 295/999 [00:26<01:01, 11.54it/s]\nDDIM Inversion:  30%|██▉       | 297/999 [00:27<01:01, 11.39it/s]\nDDIM Inversion:  30%|██▉       | 299/999 [00:27<01:01, 11.34it/s]\nDDIM Inversion:  30%|███       | 301/999 [00:27<01:00, 11.57it/s]\nDDIM Inversion:  30%|███       | 303/999 [00:27<00:59, 11.74it/s]\nDDIM Inversion:  31%|███       | 305/999 [00:27<00:58, 11.96it/s]\nDDIM Inversion:  31%|███       | 307/999 [00:27<00:57, 12.12it/s]\nDDIM Inversion:  31%|███       | 309/999 [00:28<01:00, 11.45it/s]\nDDIM Inversion:  31%|███       | 311/999 [00:28<00:59, 11.53it/s]\nDDIM Inversion:  31%|███▏      | 313/999 [00:28<01:00, 11.40it/s]\nDDIM Inversion:  32%|███▏      | 315/999 [00:28<01:00, 11.37it/s]\nDDIM Inversion:  32%|███▏      | 317/999 [00:28<01:00, 11.36it/s]\nDDIM Inversion:  32%|███▏      | 319/999 [00:28<01:00, 11.33it/s]\nDDIM Inversion:  32%|███▏      | 321/999 [00:29<01:01, 11.09it/s]\nDDIM Inversion:  32%|███▏      | 323/999 [00:29<01:01, 11.06it/s]\nDDIM Inversion:  33%|███▎      | 325/999 [00:29<01:00, 11.09it/s]\nDDIM Inversion:  33%|███▎      | 327/999 [00:29<01:02, 10.83it/s]\nDDIM Inversion:  33%|███▎      | 329/999 [00:29<01:03, 10.63it/s]\nDDIM Inversion:  33%|███▎      | 331/999 [00:30<01:01, 10.85it/s]\nDDIM Inversion:  33%|███▎      | 333/999 [00:30<00:58, 11.35it/s]\nDDIM Inversion:  34%|███▎      | 335/999 [00:30<00:58, 11.30it/s]\nDDIM Inversion:  34%|███▎      | 337/999 [00:30<00:57, 11.49it/s]\nDDIM Inversion:  34%|███▍      | 339/999 [00:30<00:55, 11.82it/s]\nDDIM Inversion:  34%|███▍      | 341/999 [00:30<00:59, 11.06it/s]\nDDIM Inversion:  34%|███▍      | 343/999 [00:31<01:00, 10.82it/s]\nDDIM Inversion:  35%|███▍      | 345/999 [00:31<01:00, 10.80it/s]\nDDIM Inversion:  35%|███▍      | 347/999 [00:31<00:57, 11.34it/s]\nDDIM Inversion:  35%|███▍      | 349/999 [00:31<00:56, 11.41it/s]\nDDIM Inversion:  35%|███▌      | 351/999 [00:31<00:56, 11.47it/s]\nDDIM Inversion:  35%|███▌      | 353/999 [00:31<00:54, 11.79it/s]\nDDIM Inversion:  36%|███▌      | 355/999 [00:32<00:54, 11.84it/s]\nDDIM Inversion:  36%|███▌      | 357/999 [00:32<00:54, 11.71it/s]\nDDIM Inversion:  36%|███▌      | 359/999 [00:32<00:55, 11.47it/s]\nDDIM Inversion:  36%|███▌      | 361/999 [00:32<00:54, 11.70it/s]\nDDIM Inversion:  36%|███▋      | 363/999 [00:32<00:55, 11.52it/s]\nDDIM Inversion:  37%|███▋      | 365/999 [00:32<00:55, 11.39it/s]\nDDIM Inversion:  37%|███▋      | 367/999 [00:33<00:55, 11.47it/s]\nDDIM Inversion:  37%|███▋      | 369/999 [00:33<00:55, 11.32it/s]\nDDIM Inversion:  37%|███▋      | 371/999 [00:33<00:55, 11.31it/s]\nDDIM Inversion:  37%|███▋      | 373/999 [00:33<00:53, 11.66it/s]\nDDIM Inversion:  38%|███▊      | 375/999 [00:33<00:55, 11.19it/s]\nDDIM Inversion:  38%|███▊      | 377/999 [00:34<00:54, 11.44it/s]\nDDIM Inversion:  38%|███▊      | 379/999 [00:34<00:52, 11.81it/s]\nDDIM Inversion:  38%|███▊      | 381/999 [00:34<00:52, 11.79it/s]\nDDIM Inversion:  38%|███▊      | 383/999 [00:34<00:53, 11.60it/s]\nDDIM Inversion:  39%|███▊      | 385/999 [00:34<00:52, 11.61it/s]\nDDIM Inversion:  39%|███▊      | 387/999 [00:34<00:53, 11.42it/s]\nDDIM Inversion:  39%|███▉      | 389/999 [00:35<00:51, 11.75it/s]\nDDIM Inversion:  39%|███▉      | 391/999 [00:35<00:52, 11.60it/s]\nDDIM Inversion:  39%|███▉      | 393/999 [00:35<00:53, 11.38it/s]\nDDIM Inversion:  40%|███▉      | 395/999 [00:35<00:51, 11.80it/s]\nDDIM Inversion:  40%|███▉      | 397/999 [00:35<00:49, 12.05it/s]\nDDIM Inversion:  40%|███▉      | 399/999 [00:35<00:49, 12.02it/s]\nDDIM Inversion:  40%|████      | 401/999 [00:36<00:49, 12.10it/s]\nDDIM Inversion:  40%|████      | 403/999 [00:36<00:48, 12.24it/s]\nDDIM Inversion:  41%|████      | 405/999 [00:36<00:49, 12.11it/s]\nDDIM Inversion:  41%|████      | 407/999 [00:36<00:48, 12.31it/s]\nDDIM Inversion:  41%|████      | 409/999 [00:36<00:50, 11.76it/s]\nDDIM Inversion:  41%|████      | 411/999 [00:36<00:52, 11.23it/s]\nDDIM Inversion:  41%|████▏     | 413/999 [00:37<00:52, 11.10it/s]\nDDIM Inversion:  42%|████▏     | 415/999 [00:37<00:53, 10.94it/s]\nDDIM Inversion:  42%|████▏     | 417/999 [00:37<00:51, 11.22it/s]\nDDIM Inversion:  42%|████▏     | 419/999 [00:37<00:49, 11.63it/s]\nDDIM Inversion:  42%|████▏     | 421/999 [00:37<00:48, 11.84it/s]\nDDIM Inversion:  42%|████▏     | 423/999 [00:37<00:50, 11.39it/s]\nDDIM Inversion:  43%|████▎     | 425/999 [00:38<00:49, 11.54it/s]\nDDIM Inversion:  43%|████▎     | 427/999 [00:38<00:51, 11.21it/s]\nDDIM Inversion:  43%|████▎     | 429/999 [00:38<00:51, 11.07it/s]\nDDIM Inversion:  43%|████▎     | 431/999 [00:38<00:50, 11.19it/s]\nDDIM Inversion:  43%|████▎     | 433/999 [00:38<00:50, 11.13it/s]\nDDIM Inversion:  44%|████▎     | 435/999 [00:39<00:50, 11.12it/s]\nDDIM Inversion:  44%|████▎     | 437/999 [00:39<00:49, 11.25it/s]\nDDIM Inversion:  44%|████▍     | 439/999 [00:39<00:51, 10.84it/s]\nDDIM Inversion:  44%|████▍     | 441/999 [00:39<00:52, 10.71it/s]\nDDIM Inversion:  44%|████▍     | 443/999 [00:39<00:51, 10.80it/s]\nDDIM Inversion:  45%|████▍     | 445/999 [00:39<00:50, 10.97it/s]\nDDIM Inversion:  45%|████▍     | 447/999 [00:40<00:51, 10.80it/s]\nDDIM Inversion:  45%|████▍     | 449/999 [00:40<00:50, 10.86it/s]\nDDIM Inversion:  45%|████▌     | 451/999 [00:40<00:49, 11.09it/s]\nDDIM Inversion:  45%|████▌     | 453/999 [00:40<00:47, 11.47it/s]\nDDIM Inversion:  46%|████▌     | 455/999 [00:40<00:47, 11.57it/s]\nDDIM Inversion:  46%|████▌     | 457/999 [00:41<00:46, 11.66it/s]\nDDIM Inversion:  46%|████▌     | 459/999 [00:41<00:45, 11.86it/s]\nDDIM Inversion:  46%|████▌     | 461/999 [00:41<00:46, 11.53it/s]\nDDIM Inversion:  46%|████▋     | 463/999 [00:41<00:48, 11.09it/s]\nDDIM Inversion:  47%|████▋     | 465/999 [00:41<00:50, 10.59it/s]\nDDIM Inversion:  47%|████▋     | 467/999 [00:41<00:49, 10.69it/s]\nDDIM Inversion:  47%|████▋     | 469/999 [00:42<00:50, 10.41it/s]\nDDIM Inversion:  47%|████▋     | 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71%|███████   | 709/999 [01:03<00:26, 11.12it/s]\nDDIM Inversion:  71%|███████   | 711/999 [01:03<00:25, 11.17it/s]\nDDIM Inversion:  71%|███████▏  | 713/999 [01:03<00:25, 11.13it/s]\nDDIM Inversion:  72%|███████▏  | 715/999 [01:03<00:25, 11.07it/s]\nDDIM Inversion:  72%|███████▏  | 717/999 [01:03<00:24, 11.29it/s]\nDDIM Inversion:  72%|███████▏  | 719/999 [01:04<00:24, 11.64it/s]\nDDIM Inversion:  72%|███████▏  | 721/999 [01:04<00:25, 10.99it/s]\nDDIM Inversion:  72%|███████▏  | 723/999 [01:04<00:25, 10.71it/s]\nDDIM Inversion:  73%|███████▎  | 725/999 [01:04<00:26, 10.48it/s]\nDDIM Inversion:  73%|███████▎  | 727/999 [01:04<00:24, 10.91it/s]\nDDIM Inversion:  73%|███████▎  | 729/999 [01:05<00:25, 10.68it/s]\nDDIM Inversion:  73%|███████▎  | 731/999 [01:05<00:24, 10.76it/s]\nDDIM Inversion:  73%|███████▎  | 733/999 [01:05<00:24, 10.94it/s]\nDDIM Inversion:  74%|███████▎  | 735/999 [01:05<00:23, 11.11it/s]\nDDIM Inversion:  74%|███████▍  | 737/999 [01:05<00:24, 10.81it/s]\nDDIM Inversion:  74%|███████▍  | 739/999 [01:06<00:24, 10.63it/s]\nDDIM Inversion:  74%|███████▍  | 741/999 [01:06<00:23, 11.08it/s]\nDDIM Inversion:  74%|███████▍  | 743/999 [01:06<00:23, 11.10it/s]\nDDIM Inversion:  75%|███████▍  | 745/999 [01:06<00:22, 11.05it/s]\nDDIM Inversion:  75%|███████▍  | 747/999 [01:06<00:23, 10.79it/s]\nDDIM Inversion:  75%|███████▍  | 749/999 [01:06<00:22, 10.96it/s]\nDDIM Inversion:  75%|███████▌  | 751/999 [01:07<00:23, 10.73it/s]\nDDIM Inversion:  75%|███████▌  | 753/999 [01:07<00:22, 10.81it/s]\nDDIM Inversion:  76%|███████▌  | 755/999 [01:07<00:21, 11.19it/s]\nDDIM Inversion:  76%|███████▌  | 757/999 [01:07<00:21, 11.12it/s]\nDDIM Inversion:  76%|███████▌  | 759/999 [01:07<00:21, 11.24it/s]\nDDIM Inversion:  76%|███████▌  | 761/999 [01:07<00:20, 11.37it/s]\nDDIM Inversion:  76%|███████▋  | 763/999 [01:08<00:20, 11.68it/s]\nDDIM Inversion:  77%|███████▋  | 765/999 [01:08<00:20, 11.47it/s]\nDDIM Inversion:  77%|███████▋  | 767/999 [01:08<00:21, 11.02it/s]\nDDIM Inversion:  77%|███████▋  | 769/999 [01:08<00:21, 10.78it/s]\nDDIM Inversion:  77%|███████▋  | 771/999 [01:08<00:20, 11.01it/s]\nDDIM Inversion:  77%|███████▋  | 773/999 [01:09<00:19, 11.33it/s]\nDDIM Inversion:  78%|███████▊  | 775/999 [01:09<00:19, 11.35it/s]\nDDIM Inversion:  78%|███████▊  | 777/999 [01:09<00:19, 11.35it/s]\nDDIM Inversion:  78%|███████▊  | 779/999 [01:09<00:19, 11.21it/s]\nDDIM Inversion:  78%|███████▊  | 781/999 [01:09<00:19, 11.02it/s]\nDDIM Inversion:  78%|███████▊  | 783/999 [01:09<00:18, 11.44it/s]\nDDIM Inversion:  79%|███████▊  | 785/999 [01:10<00:18, 11.76it/s]\nDDIM Inversion:  79%|███████▉  | 787/999 [01:10<00:18, 11.73it/s]\nDDIM Inversion:  79%|███████▉  | 789/999 [01:10<00:18, 11.18it/s]\nDDIM Inversion:  79%|███████▉  | 791/999 [01:10<00:17, 11.64it/s]\nDDIM Inversion:  79%|███████▉  | 793/999 [01:10<00:17, 11.65it/s]\nDDIM Inversion:  80%|███████▉  | 795/999 [01:10<00:17, 11.44it/s]\nDDIM Inversion:  80%|███████▉  | 797/999 [01:11<00:17, 11.46it/s]\nDDIM Inversion:  80%|███████▉  | 799/999 [01:11<00:17, 11.47it/s]\nDDIM Inversion:  80%|████████  | 801/999 [01:11<00:17, 11.49it/s]\nDDIM Inversion:  80%|████████  | 803/999 [01:11<00:16, 11.81it/s]\nDDIM Inversion:  81%|████████  | 805/999 [01:11<00:16, 11.72it/s]\nDDIM Inversion:  81%|████████  | 807/999 [01:11<00:16, 11.57it/s]\nDDIM Inversion:  81%|████████  | 809/999 [01:12<00:17, 11.14it/s]\nDDIM Inversion:  81%|████████  | 811/999 [01:12<00:16, 11.29it/s]\nDDIM Inversion:  81%|████████▏ | 813/999 [01:12<00:17, 10.86it/s]\nDDIM Inversion:  82%|████████▏ | 815/999 [01:12<00:17, 10.58it/s]\nDDIM Inversion:  82%|████████▏ | 817/999 [01:12<00:16, 10.80it/s]\nDDIM Inversion:  82%|████████▏ | 819/999 [01:13<00:16, 11.13it/s]\nDDIM Inversion:  82%|████████▏ | 821/999 [01:13<00:15, 11.24it/s]\nDDIM Inversion:  82%|████████▏ | 823/999 [01:13<00:15, 11.45it/s]\nDDIM Inversion:  83%|████████▎ | 825/999 [01:13<00:14, 11.71it/s]\nDDIM Inversion:  83%|████████▎ | 827/999 [01:13<00:14, 11.74it/s]\nDDIM Inversion:  83%|████████▎ | 829/999 [01:13<00:14, 11.71it/s]\nDDIM Inversion:  83%|████████▎ | 831/999 [01:14<00:14, 11.37it/s]\nDDIM Inversion:  83%|████████▎ | 833/999 [01:14<00:14, 11.20it/s]\nDDIM Inversion:  84%|████████▎ | 835/999 [01:14<00:15, 10.56it/s]\nDDIM Inversion:  84%|████████▍ | 837/999 [01:14<00:15, 10.75it/s]\nDDIM Inversion:  84%|████████▍ | 839/999 [01:14<00:14, 10.78it/s]\nDDIM Inversion:  84%|████████▍ | 841/999 [01:15<00:14, 10.61it/s]\nDDIM Inversion:  84%|████████▍ | 843/999 [01:15<00:14, 10.51it/s]\nDDIM Inversion:  85%|████████▍ | 845/999 [01:15<00:14, 10.75it/s]\nDDIM Inversion:  85%|████████▍ | 847/999 [01:15<00:14, 10.59it/s]\nDDIM Inversion:  85%|████████▍ | 849/999 [01:15<00:13, 10.85it/s]\nDDIM Inversion:  85%|████████▌ | 851/999 [01:16<00:13, 10.82it/s]\nDDIM Inversion:  85%|████████▌ | 853/999 [01:16<00:13, 10.50it/s]\nDDIM Inversion:  86%|████████▌ | 855/999 [01:16<00:13, 10.79it/s]\nDDIM Inversion:  86%|████████▌ | 857/999 [01:16<00:13, 10.79it/s]\nDDIM Inversion:  86%|████████▌ | 859/999 [01:16<00:13, 10.71it/s]\nDDIM Inversion:  86%|████████▌ | 861/999 [01:16<00:12, 10.70it/s]\nDDIM Inversion:  86%|████████▋ | 863/999 [01:17<00:12, 11.31it/s]\nDDIM Inversion:  87%|████████▋ | 865/999 [01:17<00:11, 11.41it/s]\nDDIM Inversion:  87%|████████▋ | 867/999 [01:17<00:11, 11.32it/s]\nDDIM Inversion:  87%|████████▋ | 869/999 [01:17<00:11, 11.63it/s]\nDDIM Inversion:  87%|████████▋ | 871/999 [01:17<00:10, 11.79it/s]\nDDIM Inversion:  87%|████████▋ | 873/999 [01:17<00:11, 11.09it/s]\nDDIM Inversion:  88%|████████▊ | 875/999 [01:18<00:11, 11.09it/s]\nDDIM Inversion:  88%|████████▊ | 877/999 [01:18<00:10, 11.17it/s]\nDDIM Inversion:  88%|████████▊ | 879/999 [01:18<00:10, 10.93it/s]\nDDIM Inversion:  88%|████████▊ | 881/999 [01:18<00:10, 10.73it/s]\nDDIM Inversion:  88%|████████▊ | 883/999 [01:18<00:10, 10.75it/s]\nDDIM Inversion:  89%|████████▊ | 885/999 [01:19<00:10, 10.90it/s]\nDDIM Inversion:  89%|████████▉ | 887/999 [01:19<00:10, 10.79it/s]\nDDIM Inversion:  89%|████████▉ | 889/999 [01:19<00:10, 10.83it/s]\nDDIM Inversion:  89%|████████▉ | 891/999 [01:19<00:09, 11.21it/s]\nDDIM Inversion:  89%|████████▉ | 893/999 [01:19<00:09, 11.21it/s]\nDDIM Inversion:  90%|████████▉ | 895/999 [01:19<00:09, 11.22it/s]\nDDIM Inversion:  90%|████████▉ | 897/999 [01:20<00:09, 10.98it/s]\nDDIM Inversion:  90%|████████▉ | 899/999 [01:20<00:09, 10.91it/s]\nDDIM Inversion:  90%|█████████ | 901/999 [01:20<00:09, 10.17it/s]\nDDIM Inversion:  90%|█████████ | 903/999 [01:20<00:09, 10.37it/s]\nDDIM Inversion:  91%|█████████ | 905/999 [01:20<00:09, 10.33it/s]\nDDIM Inversion:  91%|█████████ | 907/999 [01:21<00:08, 10.51it/s]\nDDIM Inversion:  91%|█████████ | 909/999 [01:21<00:08, 10.39it/s]\nDDIM Inversion:  91%|█████████ | 911/999 [01:21<00:08, 10.56it/s]\nDDIM Inversion:  91%|█████████▏| 913/999 [01:21<00:08, 10.72it/s]\nDDIM Inversion:  92%|█████████▏| 915/999 [01:21<00:07, 10.92it/s]\nDDIM Inversion:  92%|█████████▏| 917/999 [01:22<00:07, 11.10it/s]\nDDIM Inversion:  92%|█████████▏| 919/999 [01:22<00:07, 10.77it/s]\nDDIM Inversion:  92%|█████████▏| 921/999 [01:22<00:07, 10.98it/s]\nDDIM Inversion:  92%|█████████▏| 923/999 [01:22<00:06, 11.30it/s]\nDDIM Inversion:  93%|█████████▎| 925/999 [01:22<00:06, 11.60it/s]\nDDIM Inversion:  93%|█████████▎| 927/999 [01:22<00:06, 11.27it/s]\nDDIM Inversion:  93%|█████████▎| 929/999 [01:23<00:06, 11.28it/s]\nDDIM Inversion:  93%|█████████▎| 931/999 [01:23<00:05, 11.46it/s]\nDDIM Inversion:  93%|█████████▎| 933/999 [01:23<00:05, 11.77it/s]\nDDIM Inversion:  94%|█████████▎| 935/999 [01:23<00:05, 11.45it/s]\nDDIM Inversion:  94%|█████████▍| 937/999 [01:23<00:05, 11.67it/s]\nDDIM Inversion:  94%|█████████▍| 939/999 [01:23<00:05, 11.96it/s]\nDDIM Inversion:  94%|█████████▍| 941/999 [01:24<00:04, 11.96it/s]\nDDIM Inversion:  94%|█████████▍| 943/999 [01:24<00:04, 11.69it/s]\nDDIM Inversion:  95%|█████████▍| 945/999 [01:24<00:04, 11.06it/s]\nDDIM Inversion:  95%|█████████▍| 947/999 [01:24<00:04, 11.03it/s]\nDDIM Inversion:  95%|█████████▍| 949/999 [01:24<00:04, 11.17it/s]\nDDIM Inversion:  95%|█████████▌| 951/999 [01:25<00:04, 11.37it/s]\nDDIM Inversion:  95%|█████████▌| 953/999 [01:25<00:04, 11.41it/s]\nDDIM Inversion:  96%|█████████▌| 955/999 [01:25<00:04, 10.89it/s]\nDDIM Inversion:  96%|█████████▌| 957/999 [01:25<00:03, 10.97it/s]\nDDIM Inversion:  96%|█████████▌| 959/999 [01:25<00:03, 11.16it/s]\nDDIM Inversion:  96%|█████████▌| 961/999 [01:25<00:03, 11.16it/s]\nDDIM Inversion:  96%|█████████▋| 963/999 [01:26<00:03, 11.36it/s]\nDDIM Inversion:  97%|█████████▋| 965/999 [01:26<00:02, 11.60it/s]\nDDIM Inversion:  97%|█████████▋| 967/999 [01:26<00:02, 11.99it/s]\nDDIM Inversion:  97%|█████████▋| 969/999 [01:26<00:02, 11.71it/s]\nDDIM Inversion:  97%|█████████▋| 971/999 [01:26<00:02, 11.76it/s]\nDDIM Inversion:  97%|█████████▋| 973/999 [01:26<00:02, 11.51it/s]\nDDIM Inversion:  98%|█████████▊| 975/999 [01:27<00:02, 11.69it/s]\nDDIM Inversion:  98%|█████████▊| 977/999 [01:27<00:01, 11.87it/s]\nDDIM Inversion:  98%|█████████▊| 979/999 [01:27<00:01, 12.16it/s]\nDDIM Inversion:  98%|█████████▊| 981/999 [01:27<00:01, 11.87it/s]\nDDIM Inversion:  98%|█████████▊| 983/999 [01:27<00:01, 11.74it/s]\nDDIM Inversion:  99%|█████████▊| 985/999 [01:27<00:01, 11.79it/s]\nDDIM Inversion:  99%|█████████▉| 987/999 [01:28<00:00, 12.09it/s]\nDDIM Inversion:  99%|█████████▉| 989/999 [01:28<00:00, 12.13it/s]\nDDIM Inversion:  99%|█████████▉| 991/999 [01:28<00:00, 12.20it/s]\nDDIM Inversion:  99%|█████████▉| 993/999 [01:28<00:00, 11.49it/s]\nDDIM Inversion: 100%|█████████▉| 995/999 [01:28<00:00, 11.13it/s]\nDDIM Inversion: 100%|█████████▉| 997/999 [01:29<00:00, 10.82it/s]\nDDIM Inversion: 100%|██████████| 999/999 [01:29<00:00, 10.72it/s]\nDDIM Inversion: 100%|██████████| 999/999 [01:29<00:00, 11.20it/s]\nData shape for DDIM sampling is (1, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 999 timesteps\nSelected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341\n361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701\n721 741 761 781 801 821 841 861 881 901 921 941 961 981]\nDDIM Sampler:   0%|          | 0/999 [00:00<?, ?it/s]\nDDIM Sampler:   0%|          | 1/999 [00:00<02:28,  6.72it/s]\nDDIM Sampler:   0%|          | 3/999 [00:00<01:43,  9.62it/s]\nDDIM Sampler:   0%|          | 4/999 [00:00<01:45,  9.43it/s]\nDDIM Sampler:   1%|          | 5/999 [00:00<01:45,  9.39it/s]\nDDIM Sampler:   1%|          | 6/999 [00:00<01:45,  9.41it/s]\nDDIM Sampler:   1%|          | 7/999 [00:00<01:45,  9.42it/s]\nDDIM Sampler:   1%|          | 8/999 [00:00<01:45,  9.42it/s]\nDDIM Sampler:   1%|          | 10/999 [00:01<01:40,  9.87it/s]\nDDIM Sampler:   1%|          | 11/999 [00:01<01:40,  9.79it/s]\nDDIM Sampler:   1%|▏         | 13/999 [00:01<01:37, 10.10it/s]\nDDIM Sampler:   2%|▏         | 15/999 [00:01<01:36, 10.20it/s]\nDDIM Sampler:   2%|▏         | 17/999 [00:01<01:38,  9.93it/s]\nDDIM Sampler:   2%|▏         | 18/999 [00:01<01:39,  9.84it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 113.95it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 113.48it/s]\nDDIM Sampler:   2%|▏         | 19/999 [00:02<02:52,  5.67it/s]\nDDIM Sampler:   2%|▏         | 21/999 [00:02<02:20,  6.98it/s]\nDDIM Sampler:   2%|▏         | 23/999 [00:02<02:01,  8.03it/s]\nDDIM Sampler:   3%|▎         | 25/999 [00:02<01:51,  8.71it/s]\nDDIM Sampler:   3%|▎         | 26/999 [00:02<01:52,  8.63it/s]\nDDIM Sampler:   3%|▎         | 27/999 [00:03<01:50,  8.82it/s]\nDDIM Sampler:   3%|▎         | 28/999 [00:03<01:51,  8.73it/s]\nDDIM Sampler:   3%|▎         | 29/999 [00:03<01:48,  8.97it/s]\nDDIM Sampler:   3%|▎         | 31/999 [00:03<01:43,  9.39it/s]\nDDIM Sampler:   3%|▎         | 33/999 [00:03<01:38,  9.82it/s]\nDDIM Sampler:   4%|▎         | 35/999 [00:03<01:36,  9.94it/s]\nDDIM Sampler:   4%|▎         | 37/999 [00:04<01:36, 10.01it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 134.60it/s]\nDDIM Sampler:   4%|▍         | 39/999 [00:04<02:21,  6.79it/s]\nDDIM Sampler:   4%|▍         | 41/999 [00:04<02:06,  7.60it/s]\nDDIM Sampler:   4%|▍         | 43/999 [00:04<01:57,  8.11it/s]\nDDIM Sampler:   4%|▍         | 44/999 [00:05<01:53,  8.39it/s]\nDDIM Sampler:   5%|▍         | 45/999 [00:05<01:50,  8.61it/s]\nDDIM Sampler:   5%|▍         | 46/999 [00:05<01:47,  8.83it/s]\nDDIM Sampler:   5%|▍         | 48/999 [00:05<01:43,  9.19it/s]\nDDIM Sampler:   5%|▌         | 50/999 [00:05<01:35,  9.89it/s]\nDDIM Sampler:   5%|▌         | 52/999 [00:05<01:36,  9.85it/s]\nDDIM Sampler:   5%|▌         | 54/999 [00:06<01:36,  9.83it/s]\nDDIM Sampler:   6%|▌         | 56/999 [00:06<01:33, 10.10it/s]\nDDIM Sampler:   6%|▌         | 58/999 [00:06<01:33, 10.11it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 33.01it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 16.33it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 11.94it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 13.72it/s]\nDDIM Sampler:   6%|▌         | 60/999 [00:07<04:14,  3.69it/s]\nDDIM Sampler:   6%|▌         | 62/999 [00:07<03:21,  4.64it/s]\nDDIM Sampler:   6%|▋         | 63/999 [00:08<03:03,  5.10it/s]\nDDIM Sampler:   6%|▋         | 64/999 [00:08<02:45,  5.66it/s]\nDDIM Sampler:   7%|▋         | 65/999 [00:08<02:29,  6.27it/s]\nDDIM Sampler:   7%|▋         | 67/999 [00:08<02:04,  7.47it/s]\nDDIM Sampler:   7%|▋         | 69/999 [00:08<01:51,  8.32it/s]\nDDIM Sampler:   7%|▋         | 71/999 [00:08<01:44,  8.87it/s]\nDDIM Sampler:   7%|▋         | 73/999 [00:09<01:39,  9.30it/s]\nDDIM Sampler:   8%|▊         | 75/999 [00:09<01:38,  9.42it/s]\nDDIM Sampler:   8%|▊         | 77/999 [00:09<01:34,  9.77it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 48.12it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 33.53it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 35.90it/s]\nDDIM Sampler:   8%|▊         | 79/999 [00:10<02:50,  5.41it/s]\nDDIM Sampler:   8%|▊         | 81/999 [00:10<02:23,  6.42it/s]\nDDIM Sampler:   8%|▊         | 82/999 [00:10<02:14,  6.84it/s]\nDDIM Sampler:   8%|▊         | 84/999 [00:10<01:59,  7.67it/s]\nDDIM Sampler:   9%|▊         | 86/999 [00:10<01:49,  8.32it/s]\nDDIM Sampler:   9%|▊         | 87/999 [00:10<01:46,  8.56it/s]\nDDIM Sampler:   9%|▉         | 88/999 [00:11<01:43,  8.78it/s]\nDDIM Sampler:   9%|▉         | 89/999 [00:11<01:40,  9.02it/s]\nDDIM Sampler:   9%|▉         | 91/999 [00:11<01:34,  9.66it/s]\nDDIM Sampler:   9%|▉         | 93/999 [00:11<01:32,  9.84it/s]\nDDIM Sampler:  10%|▉         | 95/999 [00:11<01:31,  9.93it/s]\nDDIM Sampler:  10%|▉         | 97/999 [00:11<01:27, 10.26it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 92.11it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 38.95it/s]\nDDIM Sampler:  10%|▉         | 99/999 [00:12<02:50,  5.28it/s]\nDDIM Sampler:  10%|█         | 101/999 [00:12<02:24,  6.23it/s]\nDDIM Sampler:  10%|█         | 103/999 [00:13<02:07,  7.03it/s]\nDDIM Sampler:  10%|█         | 104/999 [00:13<02:01,  7.35it/s]\nDDIM Sampler:  11%|█         | 106/999 [00:13<01:47,  8.28it/s]\nDDIM Sampler:  11%|█         | 108/999 [00:13<01:40,  8.85it/s]\nDDIM Sampler:  11%|█         | 109/999 [00:13<01:39,  8.98it/s]\nDDIM Sampler:  11%|█         | 110/999 [00:13<01:37,  9.14it/s]\nDDIM Sampler:  11%|█         | 112/999 [00:13<01:30,  9.81it/s]\nDDIM Sampler:  11%|█▏        | 114/999 [00:14<01:27, 10.16it/s]\nDDIM Sampler:  12%|█▏        | 116/999 [00:14<01:24, 10.39it/s]\nDDIM Sampler:  12%|█▏        | 118/999 [00:14<01:24, 10.44it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 45.63it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 31.52it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 34.87it/s]\nDDIM Sampler:  12%|█▏        | 120/999 [00:15<02:40,  5.48it/s]\nDDIM Sampler:  12%|█▏        | 122/999 [00:15<02:17,  6.38it/s]\nDDIM Sampler:  12%|█▏        | 123/999 [00:15<02:08,  6.80it/s]\nDDIM Sampler:  12%|█▏        | 124/999 [00:15<02:00,  7.27it/s]\nDDIM Sampler:  13%|█▎        | 125/999 [00:15<01:53,  7.73it/s]\nDDIM Sampler:  13%|█▎        | 127/999 [00:15<01:42,  8.54it/s]\nDDIM Sampler:  13%|█▎        | 129/999 [00:16<01:35,  9.09it/s]\nDDIM Sampler:  13%|█▎        | 131/999 [00:16<01:30,  9.59it/s]\nDDIM Sampler:  13%|█▎        | 133/999 [00:16<01:29,  9.70it/s]\nDDIM Sampler:  14%|█▎        | 135/999 [00:16<01:26,  9.94it/s]\nDDIM Sampler:  14%|█▎        | 137/999 [00:16<01:24, 10.14it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 135.45it/s]\nDDIM Sampler:  14%|█▍        | 139/999 [00:17<02:04,  6.93it/s]\nDDIM Sampler:  14%|█▍        | 141/999 [00:17<01:49,  7.86it/s]\nDDIM Sampler:  14%|█▍        | 142/999 [00:17<01:46,  8.06it/s]\nDDIM Sampler:  14%|█▍        | 144/999 [00:17<01:36,  8.83it/s]\nDDIM Sampler:  15%|█▍        | 145/999 [00:17<01:35,  8.96it/s]\nDDIM Sampler:  15%|█▍        | 146/999 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8.44it/s]\nDDIM Sampler:  17%|█▋        | 166/999 [00:20<01:35,  8.72it/s]\nDDIM Sampler:  17%|█▋        | 168/999 [00:20<01:26,  9.58it/s]\nDDIM Sampler:  17%|█▋        | 170/999 [00:20<01:22, 10.08it/s]\nDDIM Sampler:  17%|█▋        | 172/999 [00:20<01:19, 10.38it/s]\nDDIM Sampler:  17%|█▋        | 174/999 [00:21<01:18, 10.49it/s]\nDDIM Sampler:  18%|█▊        | 176/999 [00:21<01:20, 10.23it/s]\nDDIM Sampler:  18%|█▊        | 178/999 [00:21<01:22, 10.01it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.98it/s]\nDDIM Sampler:  18%|█▊        | 180/999 [00:21<01:59,  6.87it/s]\nDDIM Sampler:  18%|█▊        | 182/999 [00:22<01:45,  7.72it/s]\nDDIM Sampler:  18%|█▊        | 184/999 [00:22<01:37,  8.34it/s]\nDDIM Sampler:  19%|█▊        | 185/999 [00:22<01:35,  8.54it/s]\nDDIM Sampler:  19%|█▊        | 186/999 [00:22<01:33,  8.68it/s]\nDDIM Sampler:  19%|█▉        | 188/999 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8.03it/s]\nDDIM Sampler:  22%|██▏       | 224/999 [00:27<01:33,  8.26it/s]\nDDIM Sampler:  23%|██▎       | 226/999 [00:27<01:24,  9.11it/s]\nDDIM Sampler:  23%|██▎       | 227/999 [00:27<01:23,  9.19it/s]\nDDIM Sampler:  23%|██▎       | 228/999 [00:28<01:23,  9.23it/s]\nDDIM Sampler:  23%|██▎       | 229/999 [00:28<01:23,  9.24it/s]\nDDIM Sampler:  23%|██▎       | 231/999 [00:28<01:17,  9.89it/s]\nDDIM Sampler:  23%|██▎       | 233/999 [00:28<01:14, 10.31it/s]\nDDIM Sampler:  24%|██▎       | 235/999 [00:28<01:11, 10.71it/s]\nDDIM Sampler:  24%|██▎       | 237/999 [00:28<01:09, 10.93it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 106.32it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 57.50it/s]\nDDIM Sampler:  24%|██▍       | 239/999 [00:29<02:05,  6.04it/s]\nDDIM Sampler:  24%|██▍       | 241/999 [00:29<01:47,  7.08it/s]\nDDIM Sampler:  24%|██▍       | 243/999 [00:29<01:34,  8.03it/s]\nDDIM Sampler:  25%|██▍       | 245/999 [00:30<01:25,  8.82it/s]\nDDIM Sampler:  25%|██▍       | 247/999 [00:30<01:21,  9.27it/s]\nDDIM Sampler:  25%|██▍       | 249/999 [00:30<01:20,  9.30it/s]\nDDIM Sampler:  25%|██▌       | 251/999 [00:30<01:20,  9.24it/s]\nDDIM Sampler:  25%|██▌       | 252/999 [00:30<01:20,  9.27it/s]\nDDIM Sampler:  25%|██▌       | 253/999 [00:30<01:20,  9.32it/s]\nDDIM Sampler:  25%|██▌       | 254/999 [00:30<01:21,  9.15it/s]\nDDIM Sampler:  26%|██▌       | 255/999 [00:31<01:21,  9.13it/s]\nDDIM Sampler:  26%|██▌       | 256/999 [00:31<01:19,  9.34it/s]\nDDIM Sampler:  26%|██▌       | 257/999 [00:31<01:19,  9.35it/s]\nDDIM Sampler:  26%|██▌       | 258/999 [00:31<01:18,  9.43it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 110.02it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 109.50it/s]\nDDIM Sampler:  26%|██▌       | 259/999 [00:31<02:34,  4.80it/s]\nDDIM Sampler:  26%|██▌       | 261/999 [00:32<01:57,  6.26it/s]\nDDIM Sampler:  26%|██▌       | 262/999 [00:32<01:50,  6.69it/s]\nDDIM Sampler:  26%|██▋       | 263/999 [00:32<01:43,  7.13it/s]\nDDIM Sampler:  26%|██▋       | 264/999 [00:32<01:35,  7.67it/s]\nDDIM Sampler:  27%|██▋       | 266/999 [00:32<01:23,  8.82it/s]\nDDIM Sampler:  27%|██▋       | 268/999 [00:32<01:15,  9.63it/s]\nDDIM Sampler:  27%|██▋       | 270/999 [00:32<01:12, 10.04it/s]\nDDIM Sampler:  27%|██▋       | 272/999 [00:33<01:11, 10.15it/s]\nDDIM Sampler:  27%|██▋       | 274/999 [00:33<01:12,  9.96it/s]\nDDIM Sampler:  28%|██▊       | 276/999 [00:33<01:12,  9.95it/s]\nDDIM Sampler:  28%|██▊       | 278/999 [00:33<01:12,  9.93it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 44.86it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 15.69it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 17.03it/s]\nDDIM Sampler:  28%|██▊       | 279/999 [00:34<03:16,  3.66it/s]\nDDIM Sampler:  28%|██▊       | 280/999 [00:34<02:52,  4.18it/s]\nDDIM Sampler:  28%|██▊       | 281/999 [00:35<02:30,  4.77it/s]\nDDIM Sampler:  28%|██▊       | 282/999 [00:35<02:11,  5.45it/s]\nDDIM Sampler:  28%|██▊       | 284/999 [00:35<01:47,  6.68it/s]\nDDIM Sampler:  29%|██▊       | 285/999 [00:35<01:40,  7.08it/s]\nDDIM Sampler:  29%|██▊       | 286/999 [00:35<01:36,  7.37it/s]\nDDIM Sampler:  29%|██▊       | 287/999 [00:35<01:32,  7.70it/s]\nDDIM Sampler:  29%|██▉       | 288/999 [00:35<01:29,  7.98it/s]\nDDIM Sampler:  29%|██▉       | 289/999 [00:35<01:26,  8.23it/s]\nDDIM Sampler:  29%|██▉       | 290/999 [00:36<01:23,  8.47it/s]\nDDIM Sampler:  29%|██▉       | 291/999 [00:36<01:20,  8.84it/s]\nDDIM Sampler:  29%|██▉       | 292/999 [00:36<01:17,  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31%|███       | 307/999 [00:38<01:18,  8.80it/s]\nDDIM Sampler:  31%|███       | 308/999 [00:38<01:16,  9.01it/s]\nDDIM Sampler:  31%|███       | 309/999 [00:38<01:16,  9.00it/s]\nDDIM Sampler:  31%|███       | 311/999 [00:38<01:10,  9.76it/s]\nDDIM Sampler:  31%|███▏      | 313/999 [00:38<01:07, 10.18it/s]\nDDIM Sampler:  32%|███▏      | 315/999 [00:38<01:05, 10.42it/s]\nDDIM Sampler:  32%|███▏      | 317/999 [00:39<01:03, 10.67it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.87it/s]\nDDIM Sampler:  32%|███▏      | 319/999 [00:39<01:35,  7.11it/s]\nDDIM Sampler:  32%|███▏      | 321/999 [00:39<01:24,  7.99it/s]\nDDIM Sampler:  32%|███▏      | 323/999 [00:39<01:18,  8.66it/s]\nDDIM Sampler:  33%|███▎      | 325/999 [00:40<01:12,  9.27it/s]\nDDIM Sampler:  33%|███▎      | 327/999 [00:40<01:09,  9.70it/s]\nDDIM Sampler:  33%|███▎      | 329/999 [00:40<01:07,  9.86it/s]\nDDIM Sampler:  33%|███▎      | 331/999 [00:40<01:06, 10.00it/s]\nDDIM Sampler:  33%|███▎      | 333/999 [00:40<01:05, 10.20it/s]\nDDIM Sampler:  34%|███▎      | 335/999 [00:40<01:04, 10.35it/s]\nDDIM Sampler:  34%|███▎      | 337/999 [00:41<01:05, 10.05it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 114.18it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 113.75it/s]\nDDIM Sampler:  34%|███▍      | 339/999 [00:41<01:41,  6.51it/s]\nDDIM Sampler:  34%|███▍      | 341/999 [00:41<01:29,  7.38it/s]\nDDIM Sampler:  34%|███▍      | 343/999 [00:42<01:20,  8.12it/s]\nDDIM Sampler:  35%|███▍      | 345/999 [00:42<01:14,  8.73it/s]\nDDIM Sampler:  35%|███▍      | 347/999 [00:42<01:10,  9.21it/s]\nDDIM Sampler:  35%|███▍      | 349/999 [00:42<01:08,  9.51it/s]\nDDIM Sampler:  35%|███▌      | 351/999 [00:42<01:06,  9.71it/s]\nDDIM Sampler:  35%|███▌      | 353/999 [00:43<01:05,  9.93it/s]\nDDIM Sampler:  36%|███▌      | 355/999 [00:43<01:03, 10.17it/s]\nDDIM Sampler:  36%|███▌      | 357/999 [00:43<01:02, 10.26it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 32.76it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00,  9.92it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 13.57it/s]\nDDIM Sampler:  36%|███▌      | 359/999 [00:44<02:45,  3.86it/s]\nDDIM Sampler:  36%|███▌      | 361/999 [00:44<02:14,  4.73it/s]\nDDIM Sampler:  36%|███▌      | 362/999 [00:45<02:03,  5.16it/s]\nDDIM Sampler:  36%|███▋      | 363/999 [00:45<01:51,  5.69it/s]\nDDIM Sampler:  37%|███▋      | 365/999 [00:45<01:34,  6.72it/s]\nDDIM Sampler:  37%|███▋      | 366/999 [00:45<01:30,  7.01it/s]\nDDIM Sampler:  37%|███▋      | 367/999 [00:45<01:25,  7.40it/s]\nDDIM Sampler:  37%|███▋      | 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[00:00<00:00, 112.97it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.31it/s]\nDDIM Sampler:  52%|█████▏    | 519/999 [01:03<01:20,  5.99it/s]\nDDIM Sampler:  52%|█████▏    | 520/999 [01:03<01:13,  6.49it/s]\nDDIM Sampler:  52%|█████▏    | 521/999 [01:03<01:08,  6.97it/s]\nDDIM Sampler:  52%|█████▏    | 522/999 [01:03<01:03,  7.49it/s]\nDDIM Sampler:  52%|█████▏    | 523/999 [01:03<00:59,  8.01it/s]\nDDIM Sampler:  52%|█████▏    | 524/999 [01:03<00:57,  8.25it/s]\nDDIM Sampler:  53%|█████▎    | 525/999 [01:03<00:56,  8.33it/s]\nDDIM Sampler:  53%|█████▎    | 526/999 [01:03<00:57,  8.27it/s]\nDDIM Sampler:  53%|█████▎    | 527/999 [01:04<00:55,  8.57it/s]\nDDIM Sampler:  53%|█████▎    | 528/999 [01:04<00:54,  8.66it/s]\nDDIM Sampler:  53%|█████▎    | 529/999 [01:04<00:52,  8.93it/s]\nDDIM Sampler:  53%|█████▎    | 531/999 [01:04<00:49,  9.50it/s]\nDDIM Sampler:  53%|█████▎    | 533/999 [01:04<00:46, 10.01it/s]\nDDIM Sampler:  54%|█████▎    | 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Sampler:  56%|█████▋    | 564/999 [01:09<01:08,  6.33it/s]\nDDIM Sampler:  57%|█████▋    | 565/999 [01:09<01:02,  6.99it/s]\nDDIM Sampler:  57%|█████▋    | 567/999 [01:09<00:53,  8.13it/s]\nDDIM Sampler:  57%|█████▋    | 569/999 [01:10<00:48,  8.78it/s]\nDDIM Sampler:  57%|█████▋    | 570/999 [01:10<00:47,  8.99it/s]\nDDIM Sampler:  57%|█████▋    | 572/999 [01:10<00:44,  9.58it/s]\nDDIM Sampler:  57%|█████▋    | 574/999 [01:10<00:42,  9.90it/s]\nDDIM Sampler:  58%|█████▊    | 576/999 [01:10<00:42,  9.97it/s]\nDDIM Sampler:  58%|█████▊    | 578/999 [01:10<00:41, 10.06it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 47.04it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 13.18it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 12.75it/s]\nDDIM Sampler:  58%|█████▊    | 580/999 [01:12<02:00,  3.49it/s]\nDDIM Sampler:  58%|█████▊    | 582/999 [01:12<01:34,  4.39it/s]\nDDIM Sampler:  58%|█████▊    | 584/999 [01:12<01:17,  5.34it/s]\nDDIM Sampler:  59%|█████▊    | 585/999 [01:12<01:11,  5.83it/s]\nDDIM Sampler:  59%|█████▉    | 587/999 [01:13<01:01,  6.72it/s]\nDDIM Sampler:  59%|█████▉    | 588/999 [01:13<00:58,  7.01it/s]\nDDIM Sampler:  59%|█████▉    | 589/999 [01:13<00:55,  7.40it/s]\nDDIM Sampler:  59%|█████▉    | 590/999 [01:13<00:52,  7.72it/s]\nDDIM Sampler:  59%|█████▉    | 591/999 [01:13<00:49,  8.18it/s]\nDDIM Sampler:  59%|█████▉    | 593/999 [01:13<00:44,  9.10it/s]\nDDIM Sampler:  59%|█████▉    | 594/999 [01:13<00:43,  9.26it/s]\nDDIM Sampler:  60%|█████▉    | 596/999 [01:13<00:41,  9.79it/s]\nDDIM Sampler:  60%|█████▉    | 598/999 [01:14<00:41,  9.76it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 30.35it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 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100%|██████████| 12/12 [00:00<00:00, 137.30it/s]\nDDIM Sampler:  70%|███████   | 700/999 [01:27<00:39,  7.60it/s]\nDDIM Sampler:  70%|███████   | 702/999 [01:27<00:35,  8.44it/s]\nDDIM Sampler:  70%|███████   | 704/999 [01:28<00:32,  9.06it/s]\nDDIM Sampler:  71%|███████   | 706/999 [01:28<00:30,  9.57it/s]\nDDIM Sampler:  71%|███████   | 708/999 [01:28<00:29, 10.03it/s]\nDDIM Sampler:  71%|███████   | 710/999 [01:28<00:27, 10.40it/s]\nDDIM Sampler:  71%|███████▏  | 712/999 [01:28<00:27, 10.54it/s]\nDDIM Sampler:  71%|███████▏  | 714/999 [01:28<00:26, 10.74it/s]\nDDIM Sampler:  72%|███████▏  | 716/999 [01:29<00:26, 10.82it/s]\nDDIM Sampler:  72%|███████▏  | 718/999 [01:29<00:26, 10.69it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 30.38it/s]\u001b[A\nSaving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 16.05it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 12.45it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 12.28it/s]\nDDIM Sampler:  72%|███████▏  | 720/999 [01:30<01:17,  3.61it/s]\nDDIM Sampler:  72%|███████▏  | 722/999 [01:30<01:01,  4.52it/s]\nDDIM Sampler:  72%|███████▏  | 724/999 [01:31<00:50,  5.44it/s]\nDDIM Sampler:  73%|███████▎  | 726/999 [01:31<00:42,  6.41it/s]\nDDIM Sampler:  73%|███████▎  | 728/999 [01:31<00:36,  7.35it/s]\nDDIM Sampler:  73%|███████▎  | 730/999 [01:31<00:32,  8.21it/s]\nDDIM Sampler:  73%|███████▎  | 732/999 [01:31<00:29,  8.97it/s]\nDDIM Sampler:  73%|███████▎  | 734/999 [01:32<00:27,  9.50it/s]\nDDIM Sampler:  74%|███████▎  | 736/999 [01:32<00:26,  9.91it/s]\nDDIM Sampler:  74%|███████▍  | 738/999 [01:32<00:25, 10.29it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 34.49it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 16.95it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 16.21it/s]\nDDIM Sampler:  74%|███████▍  | 740/999 [01:33<01:01,  4.20it/s]\nDDIM Sampler:  74%|███████▍  | 742/999 [01:33<00:49,  5.17it/s]\nDDIM Sampler:  74%|███████▍  | 744/999 [01:33<00:41,  6.17it/s]\nDDIM Sampler:  75%|███████▍  | 746/999 [01:34<00:35,  7.08it/s]\nDDIM Sampler:  75%|███████▍  | 748/999 [01:34<00:31,  7.97it/s]\nDDIM Sampler:  75%|███████▌  | 750/999 [01:34<00:28,  8.72it/s]\nDDIM Sampler:  75%|███████▌  | 752/999 [01:34<00:26,  9.25it/s]\nDDIM Sampler:  75%|███████▌  | 754/999 [01:34<00:25,  9.78it/s]\nDDIM Sampler:  76%|███████▌  | 756/999 [01:34<00:23, 10.19it/s]\nDDIM Sampler:  76%|███████▌  | 758/999 [01:35<00:23, 10.47it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 43.98it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 16.68it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 16.03it/s]\nDDIM Sampler:  76%|███████▌  | 760/999 [01:36<00:57,  4.19it/s]\nDDIM Sampler:  76%|███████▋  | 762/999 [01:36<00:46,  5.14it/s]\nDDIM Sampler:  76%|███████▋  | 764/999 [01:36<00:38,  6.11it/s]\nDDIM Sampler:  77%|███████▋  | 766/999 [01:36<00:32,  7.06it/s]\nDDIM Sampler:  77%|███████▋  | 768/999 [01:37<00:29,  7.88it/s]\nDDIM Sampler:  77%|███████▋  | 770/999 [01:37<00:26,  8.65it/s]\nDDIM Sampler:  77%|███████▋  | 772/999 [01:37<00:24,  9.36it/s]\nDDIM Sampler:  77%|███████▋  | 774/999 [01:37<00:22,  9.84it/s]\nDDIM Sampler:  78%|███████▊  | 776/999 [01:37<00:21, 10.17it/s]\nDDIM Sampler:  78%|███████▊  | 778/999 [01:37<00:21, 10.50it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 135.34it/s]\nDDIM Sampler:  78%|███████▊  | 780/999 [01:38<00:29,  7.50it/s]\nDDIM Sampler:  78%|███████▊  | 782/999 [01:38<00:25,  8.38it/s]\nDDIM Sampler:  78%|███████▊  | 784/999 [01:38<00:23,  9.09it/s]\nDDIM Sampler:  79%|███████▊  | 786/999 [01:38<00:22,  9.64it/s]\nDDIM Sampler:  79%|███████▉  | 788/999 [01:39<00:20, 10.10it/s]\nDDIM Sampler:  79%|███████▉  | 790/999 [01:39<00:19, 10.46it/s]\nDDIM Sampler:  79%|███████▉  | 792/999 [01:39<00:19, 10.73it/s]\nDDIM Sampler:  79%|███████▉  | 794/999 [01:39<00:18, 10.89it/s]\nDDIM Sampler:  80%|███████▉  | 796/999 [01:39<00:18, 11.02it/s]\nDDIM Sampler:  80%|███████▉  | 798/999 [01:39<00:18, 11.13it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 137.10it/s]\nDDIM Sampler:  80%|████████  | 800/999 [01:40<00:25,  7.68it/s]\nDDIM Sampler:  80%|████████  | 802/999 [01:40<00:23,  8.50it/s]\nDDIM Sampler:  80%|████████  | 804/999 [01:40<00:21,  9.20it/s]\nDDIM Sampler:  81%|████████  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83%|████████▎ | 832/999 [01:43<00:15, 10.62it/s]\nDDIM Sampler:  83%|████████▎ | 834/999 [01:43<00:15, 10.87it/s]\nDDIM Sampler:  84%|████████▎ | 836/999 [01:43<00:14, 11.01it/s]\nDDIM Sampler:  84%|████████▍ | 838/999 [01:44<00:14, 11.09it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 46.50it/s]\u001b[A\nSaving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 49.36it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 48.92it/s]\nDDIM Sampler:  84%|████████▍ | 840/999 [01:44<00:24,  6.47it/s]\nDDIM Sampler:  84%|████████▍ | 842/999 [01:44<00:21,  7.41it/s]\nDDIM Sampler:  84%|████████▍ | 844/999 [01:45<00:18,  8.28it/s]\nDDIM Sampler:  85%|████████▍ | 846/999 [01:45<00:17,  8.93it/s]\nDDIM Sampler:  85%|████████▍ | 848/999 [01:45<00:15,  9.54it/s]\nDDIM Sampler:  85%|████████▌ | 850/999 [01:45<00:14,  9.99it/s]\nDDIM Sampler:  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Sampler:  88%|████████▊ | 878/999 [01:48<00:11, 10.99it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 133.00it/s]\nDDIM Sampler:  88%|████████▊ | 880/999 [01:48<00:15,  7.54it/s]\nDDIM Sampler:  88%|████████▊ | 882/999 [01:48<00:14,  8.29it/s]\nDDIM Sampler:  88%|████████▊ | 884/999 [01:49<00:12,  8.94it/s]\nDDIM Sampler:  89%|████████▊ | 886/999 [01:49<00:11,  9.52it/s]\nDDIM Sampler:  89%|████████▉ | 888/999 [01:49<00:11,  9.96it/s]\nDDIM Sampler:  89%|████████▉ | 890/999 [01:49<00:10, 10.34it/s]\nDDIM Sampler:  89%|████████▉ | 892/999 [01:49<00:10, 10.55it/s]\nDDIM Sampler:  89%|████████▉ | 894/999 [01:50<00:09, 10.73it/s]\nDDIM Sampler:  90%|████████▉ | 896/999 [01:50<00:09, 10.87it/s]\nDDIM Sampler:  90%|████████▉ | 898/999 [01:50<00:09, 10.96it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 125.66it/s]\nDDIM Sampler:  90%|█████████ | 900/999 [01:50<00:13,  7.55it/s]\nDDIM Sampler:  90%|█████████ | 902/999 [01:51<00:11,  8.34it/s]\nDDIM Sampler:  90%|█████████ | 904/999 [01:51<00:10,  9.07it/s]\nDDIM Sampler:  91%|█████████ | 906/999 [01:51<00:09,  9.64it/s]\nDDIM Sampler:  91%|█████████ | 908/999 [01:51<00:08, 10.14it/s]\nDDIM Sampler:  91%|█████████ | 910/999 [01:51<00:08, 10.37it/s]\nDDIM Sampler:  91%|█████████▏| 912/999 [01:51<00:08, 10.69it/s]\nDDIM Sampler:  91%|█████████▏| 914/999 [01:52<00:07, 10.84it/s]\nDDIM Sampler:  92%|█████████▏| 916/999 [01:52<00:07, 10.96it/s]\nDDIM Sampler:  92%|█████████▏| 918/999 [01:52<00:07, 11.02it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 135.71it/s]\nDDIM Sampler:  92%|█████████▏| 920/999 [01:52<00:10,  7.64it/s]\nDDIM Sampler:  92%|█████████▏| 922/999 [01:53<00:09,  8.40it/s]\nDDIM 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100%|██████████| 12/12 [00:01<00:00,  7.39it/s]\nDDIM Sampler:  96%|█████████▌| 960/999 [01:58<00:14,  2.71it/s]\nDDIM Sampler:  96%|█████████▋| 962/999 [01:58<00:10,  3.50it/s]\nDDIM Sampler:  96%|█████████▋| 964/999 [01:58<00:07,  4.42it/s]\nDDIM Sampler:  97%|█████████▋| 966/999 [01:59<00:06,  5.39it/s]\nDDIM Sampler:  97%|█████████▋| 968/999 [01:59<00:04,  6.40it/s]\nDDIM Sampler:  97%|█████████▋| 970/999 [01:59<00:03,  7.35it/s]\nDDIM Sampler:  97%|█████████▋| 972/999 [01:59<00:03,  8.22it/s]\nDDIM Sampler:  97%|█████████▋| 974/999 [01:59<00:02,  8.94it/s]\nDDIM Sampler:  98%|█████████▊| 976/999 [02:00<00:02,  9.51it/s]\nDDIM Sampler:  98%|█████████▊| 978/999 [02:00<00:02,  9.96it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 23.81it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 11.24it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:01<00:00,  8.55it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  6.73it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00,  8.30it/s]\nDDIM Sampler:  98%|█████████▊| 980/999 [02:02<00:06,  2.82it/s]\nDDIM Sampler:  98%|█████████▊| 982/999 [02:02<00:04,  3.63it/s]\nDDIM Sampler:  98%|█████████▊| 984/999 [02:02<00:03,  4.55it/s]\nDDIM Sampler:  99%|█████████▊| 986/999 [02:02<00:02,  5.53it/s]\nDDIM Sampler:  99%|█████████▉| 988/999 [02:02<00:01,  6.52it/s]\nDDIM Sampler:  99%|█████████▉| 990/999 [02:03<00:01,  7.46it/s]\nDDIM Sampler:  99%|█████████▉| 992/999 [02:03<00:00,  8.32it/s]\nDDIM Sampler:  99%|█████████▉| 994/999 [02:03<00:00,  9.00it/s]\nDDIM Sampler: 100%|█████████▉| 996/999 [02:03<00:00,  9.57it/s]\nDDIM Sampler: 100%|█████████▉| 998/999 [02:03<00:00,  9.96it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 29.54it/s]\u001b[A\nSaving input blocks feature maps:  67%|██████▋   | 8/12 [00:00<00:00, 22.90it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 29.43it/s]\nDDIM Sampler: 100%|██████████| 999/999 [02:04<00:00,  8.03it/s]\nSampled images and extracted features saved in: ./outputs_real\nGlobal seed set to 50\nloading source experiment features:   0%|          | 0/50 [00:00<?, ?it/s]\nloading source experiment features:   6%|▌         | 3/50 [00:00<00:01, 29.62it/s]\nloading source experiment features:  14%|█▍        | 7/50 [00:00<00:01, 31.45it/s]\nloading source experiment features:  22%|██▏       | 11/50 [00:00<00:01, 31.90it/s]\nloading source experiment features:  30%|███       | 15/50 [00:00<00:01, 31.50it/s]\nloading source experiment features:  38%|███▊      | 19/50 [00:00<00:00, 31.16it/s]\nloading source experiment features:  46%|████▌     | 23/50 [00:00<00:00, 30.58it/s]\nloading source experiment features:  60%|██████    | 30/50 [00:00<00:00, 41.32it/s]\nloading source experiment features: 100%|██████████| 50/50 [00:00<00:00, 58.34it/s]\nData shape for DDIM sampling is (3, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 50 timesteps\nDDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]\nDDIM Sampler:   2%|▏         | 1/50 [00:00<00:46,  1.06it/s]\nDDIM Sampler:   4%|▍         | 2/50 [00:01<00:43,  1.10it/s]\nDDIM Sampler:   6%|▌         | 3/50 [00:02<00:43,  1.09it/s]\nDDIM Sampler:   8%|▊         | 4/50 [00:03<00:41,  1.10it/s]\nDDIM Sampler:  10%|█         | 5/50 [00:04<00:40,  1.12it/s]\nDDIM Sampler:  12%|█▏        | 6/50 [00:05<00:39,  1.12it/s]\nDDIM Sampler:  14%|█▍        | 7/50 [00:06<00:38,  1.13it/s]\nDDIM Sampler:  16%|█▌        | 8/50 [00:07<00:36,  1.14it/s]\nDDIM Sampler:  18%|█▊        | 9/50 [00:07<00:35,  1.15it/s]\nDDIM Sampler:  20%|██        | 10/50 [00:08<00:34,  1.15it/s]\nDDIM Sampler:  22%|██▏       | 11/50 [00:09<00:33,  1.16it/s]\nDDIM Sampler:  24%|██▍       | 12/50 [00:10<00:33,  1.15it/s]\nDDIM Sampler:  26%|██▌       | 13/50 [00:11<00:32,  1.15it/s]\nDDIM Sampler:  28%|██▊       | 14/50 [00:12<00:31,  1.16it/s]\nDDIM Sampler:  30%|███       | 15/50 [00:13<00:30,  1.15it/s]\nDDIM Sampler:  32%|███▏      | 16/50 [00:14<00:29,  1.14it/s]\nDDIM Sampler:  34%|███▍      | 17/50 [00:14<00:28,  1.15it/s]\nDDIM Sampler:  36%|███▌      | 18/50 [00:15<00:27,  1.15it/s]\nDDIM Sampler:  38%|███▊      | 19/50 [00:16<00:26,  1.16it/s]\nDDIM Sampler:  40%|████      | 20/50 [00:17<00:25,  1.16it/s]\nDDIM Sampler:  42%|████▏     | 21/50 [00:18<00:25,  1.16it/s]\nDDIM Sampler:  44%|████▍     | 22/50 [00:19<00:23,  1.17it/s]\nDDIM Sampler:  46%|████▌     | 23/50 [00:20<00:23,  1.17it/s]\nDDIM Sampler:  48%|████▊     | 24/50 [00:20<00:22,  1.17it/s]\nDDIM Sampler:  50%|█████     | 25/50 [00:21<00:21,  1.17it/s]\nDDIM Sampler:  52%|█████▏    | 26/50 [00:22<00:20,  1.17it/s]\nDDIM Sampler:  54%|█████▍    | 27/50 [00:23<00:19,  1.17it/s]\nDDIM Sampler:  56%|█████▌    | 28/50 [00:24<00:18,  1.17it/s]\nDDIM Sampler:  58%|█████▊    | 29/50 [00:25<00:18,  1.16it/s]\nDDIM Sampler:  60%|██████    | 30/50 [00:26<00:17,  1.18it/s]\nDDIM Sampler:  62%|██████▏   | 31/50 [00:26<00:16,  1.19it/s]\nDDIM Sampler:  64%|██████▍   | 32/50 [00:27<00:15,  1.19it/s]\nDDIM Sampler:  66%|██████▌   | 33/50 [00:28<00:14,  1.20it/s]\nDDIM Sampler:  68%|██████▊   | 34/50 [00:29<00:13,  1.21it/s]\nDDIM Sampler:  70%|███████   | 35/50 [00:30<00:12,  1.22it/s]\nDDIM Sampler:  72%|███████▏  | 36/50 [00:31<00:11,  1.21it/s]\nDDIM Sampler:  74%|███████▍  | 37/50 [00:31<00:11,  1.16it/s]\nDDIM Sampler:  76%|███████▌  | 38/50 [00:32<00:10,  1.17it/s]\nDDIM Sampler:  78%|███████▊  | 39/50 [00:33<00:09,  1.18it/s]\nDDIM Sampler:  80%|████████  | 40/50 [00:34<00:08,  1.20it/s]\nDDIM Sampler:  82%|████████▏ | 41/50 [00:35<00:07,  1.20it/s]\nDDIM Sampler:  84%|████████▍ | 42/50 [00:36<00:06,  1.21it/s]\nDDIM Sampler:  86%|████████▌ | 43/50 [00:36<00:05,  1.22it/s]\nDDIM Sampler:  88%|████████▊ | 44/50 [00:37<00:04,  1.22it/s]\nDDIM Sampler:  90%|█████████ | 45/50 [00:38<00:04,  1.22it/s]\nDDIM Sampler:  92%|█████████▏| 46/50 [00:39<00:03,  1.22it/s]\nDDIM Sampler:  94%|█████████▍| 47/50 [00:40<00:02,  1.23it/s]\nDDIM Sampler:  96%|█████████▌| 48/50 [00:40<00:01,  1.22it/s]\nDDIM Sampler:  98%|█████████▊| 49/50 [00:41<00:00,  1.22it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:42<00:00,  1.22it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:42<00:00,  1.17it/s]\nPnP results saved in: ./outputs_real/translations/10.0_a_photo_of_robots_dancing; ./outputs_real/translations/10.0_a_cartoon_of_a_couple_dancing; ./outputs_real/translations/10.0_a_photo_of_a_wooden_sculpture_of_a_couple_dancing",
  "metrics": {
    "predict_time": 263.074933,
    "total_time": 509.47194
  },
  "output": [
    "https://replicate.delivery/pbxt/QYwOvj7Xw26VMF8ehuB9IZxTZ87mIQjKcyFpSeLYwJY67mdQA/INJECTION_T_40_STEPS_50_NP-ALPHA_0.0_SCHEDULE_linear_NP__sample_0.png",
    "https://replicate.delivery/pbxt/RVBG42ADUT7fGqkpThChxAH3Tgr6fj1NjNwIsIjOCir67mdQA/INJECTION_T_40_STEPS_50_NP-ALPHA_0.0_SCHEDULE_linear_NP__sample_1.png",
    "https://replicate.delivery/pbxt/MYuterxXRYVKZKg9XjK5J2ir6Yk0hnlHrc0pUfrsq9S67mdQA/INJECTION_T_40_STEPS_50_NP-ALPHA_0.0_SCHEDULE_linear_NP__sample_2.png"
  ],
  "started_at": "2023-02-12T10:14:11.706325Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/66rh235yqzdmxi43mcl3bvosyu",
    "cancel": "https://api.replicate.com/v1/predictions/66rh235yqzdmxi43mcl3bvosyu/cancel"
  },
  "version": "f41455dcccccc775b576afc6df93c0d6ff0166239f7bb59ffa7acbba8c154ab8"
}

Generated in

4 minutes 23 seconds

Tweak it Share Report

Global seed set to 50
loaded input image of size (3974, 3974) from /tmp/tmpexwya_4cdancing.jpg
Running DDIM inversion with 999 timesteps
DDIM Inversion:   0%|          | 0/999 [00:00<?, ?it/s]
DDIM Inversion:   0%|          | 1/999 [00:00<02:37,  6.32it/s]
DDIM Inversion:   0%|          | 3/999 [00:00<01:50,  8.99it/s]
DDIM Inversion:   1%|          | 5/999 [00:00<01:36, 10.33it/s]
DDIM Inversion:   1%|          | 7/999 [00:00<01:36, 10.26it/s]
DDIM Inversion:   1%|          | 9/999 [00:00<01:36, 10.22it/s]
DDIM Inversion:   1%|          | 11/999 [00:01<01:34, 10.42it/s]
DDIM Inversion:   1%|▏         | 13/999 [00:01<01:34, 10.48it/s]
DDIM Inversion:   2%|▏         | 15/999 [00:01<01:34, 10.37it/s]
DDIM Inversion:   2%|▏         | 17/999 [00:01<01:30, 10.90it/s]
DDIM Inversion:   2%|▏         | 19/999 [00:01<01:31, 10.76it/s]
DDIM Inversion:   2%|▏         | 21/999 [00:02<01:32, 10.54it/s]
DDIM Inversion:   2%|▏         | 23/999 [00:02<01:31, 10.66it/s]
DDIM Inversion:   3%|▎         | 25/999 [00:02<01:32, 10.53it/s]
DDIM Inversion:   3%|▎         | 27/999 [00:02<01:31, 10.61it/s]
DDIM Inversion:   3%|▎         | 29/999 [00:02<01:34, 10.22it/s]
DDIM Inversion:   3%|▎         | 31/999 [00:02<01:30, 10.65it/s]
DDIM Inversion:   3%|▎         | 33/999 [00:03<01:27, 11.04it/s]
DDIM Inversion:   4%|▎         | 35/999 [00:03<01:25, 11.23it/s]
DDIM Inversion:   4%|▎         | 37/999 [00:03<01:25, 11.22it/s]
DDIM Inversion:   4%|▍         | 39/999 [00:03<01:24, 11.33it/s]
DDIM Inversion:   4%|▍         | 41/999 [00:03<01:26, 11.10it/s]
DDIM Inversion:   4%|▍         | 43/999 [00:04<01:28, 10.78it/s]
DDIM Inversion:   5%|▍         | 45/999 [00:04<01:26, 11.04it/s]
DDIM Inversion:   5%|▍         | 47/999 [00:04<01:26, 10.97it/s]
DDIM Inversion:   5%|▍         | 49/999 [00:04<01:26, 10.95it/s]
DDIM Inversion:   5%|▌         | 51/999 [00:04<01:27, 10.83it/s]
DDIM Inversion:   5%|▌         | 53/999 [00:04<01:26, 10.96it/s]
DDIM Inversion:   6%|▌         | 55/999 [00:05<01:28, 10.66it/s]
DDIM Inversion:   6%|▌         | 57/999 [00:05<01:28, 10.65it/s]
DDIM Inversion:   6%|▌         | 59/999 [00:05<01:25, 10.98it/s]
DDIM Inversion:   6%|▌         | 61/999 [00:05<01:29, 10.50it/s]
DDIM Inversion:   6%|▋         | 63/999 [00:05<01:29, 10.42it/s]
DDIM Inversion:   7%|▋         | 65/999 [00:06<01:26, 10.74it/s]
DDIM Inversion:   7%|▋         | 67/999 [00:06<01:23, 11.21it/s]
DDIM Inversion:   7%|▋         | 69/999 [00:06<01:23, 11.08it/s]
DDIM Inversion:   7%|▋         | 71/999 [00:06<01:27, 10.58it/s]
DDIM Inversion:   7%|▋         | 73/999 [00:06<01:27, 10.60it/s]
DDIM Inversion:   8%|▊         | 75/999 [00:07<01:24, 10.93it/s]
DDIM Inversion:   8%|▊         | 77/999 [00:07<01:22, 11.16it/s]
DDIM Inversion:   8%|▊         | 79/999 [00:07<01:22, 11.12it/s]
DDIM Inversion:   8%|▊         | 81/999 [00:07<01:21, 11.30it/s]
DDIM Inversion:   8%|▊         | 83/999 [00:07<01:24, 10.86it/s]
DDIM Inversion:   9%|▊         | 85/999 [00:07<01:20, 11.36it/s]
DDIM Inversion:   9%|▊         | 87/999 [00:08<01:21, 11.13it/s]
DDIM Inversion:   9%|▉         | 89/999 [00:08<01:19, 11.47it/s]
DDIM Inversion:   9%|▉         | 91/999 [00:08<01:20, 11.25it/s]
DDIM Inversion:   9%|▉         | 93/999 [00:08<01:20, 11.21it/s]
DDIM Inversion:  10%|▉         | 95/999 [00:08<01:23, 10.82it/s]
DDIM Inversion:  10%|▉         | 97/999 [00:08<01:20, 11.24it/s]
DDIM Inversion:  10%|▉         | 99/999 [00:09<01:20, 11.16it/s]
DDIM Inversion:  10%|█         | 101/999 [00:09<01:21, 11.05it/s]
DDIM Inversion:  10%|█         | 103/999 [00:09<01:24, 10.59it/s]
DDIM Inversion:  11%|█         | 105/999 [00:09<01:26, 10.36it/s]
DDIM Inversion:  11%|█         | 107/999 [00:09<01:27, 10.20it/s]
DDIM Inversion:  11%|█         | 109/999 [00:10<01:23, 10.62it/s]
DDIM Inversion:  11%|█         | 111/999 [00:10<01:24, 10.46it/s]
DDIM Inversion:  11%|█▏        | 113/999 [00:10<01:25, 10.36it/s]
DDIM Inversion:  12%|█▏        | 115/999 [00:10<01:22, 10.76it/s]
DDIM Inversion:  12%|█▏        | 117/999 [00:10<01:23, 10.52it/s]
DDIM Inversion:  12%|█▏        | 119/999 [00:11<01:24, 10.47it/s]
DDIM Inversion:  12%|█▏        | 121/999 [00:11<01:23, 10.51it/s]
DDIM Inversion:  12%|█▏        | 123/999 [00:11<01:21, 10.73it/s]
DDIM Inversion:  13%|█▎        | 125/999 [00:11<01:20, 10.85it/s]
DDIM Inversion:  13%|█▎        | 127/999 [00:11<01:19, 10.91it/s]
DDIM Inversion:  13%|█▎        | 129/999 [00:11<01:19, 10.99it/s]
DDIM Inversion:  13%|█▎        | 131/999 [00:12<01:17, 11.15it/s]
DDIM Inversion:  13%|█▎        | 133/999 [00:12<01:18, 11.05it/s]
DDIM Inversion:  14%|█▎        | 135/999 [00:12<01:24, 10.26it/s]
DDIM Inversion:  14%|█▎        | 137/999 [00:12<01:22, 10.39it/s]
DDIM Inversion:  14%|█▍        | 139/999 [00:12<01:21, 10.53it/s]
DDIM Inversion:  14%|█▍        | 141/999 [00:13<01:19, 10.80it/s]
DDIM Inversion:  14%|█▍        | 143/999 [00:13<01:18, 10.88it/s]
DDIM Inversion:  15%|█▍        | 145/999 [00:13<01:16, 11.22it/s]
DDIM Inversion:  15%|█▍        | 147/999 [00:13<01:16, 11.08it/s]
DDIM Inversion:  15%|█▍        | 149/999 [00:13<01:17, 10.97it/s]
DDIM Inversion:  15%|█▌        | 151/999 [00:14<01:16, 11.02it/s]
DDIM Inversion:  15%|█▌        | 153/999 [00:14<01:16, 11.13it/s]
DDIM Inversion:  16%|█▌        | 155/999 [00:14<01:15, 11.21it/s]
DDIM Inversion:  16%|█▌        | 157/999 [00:14<01:14, 11.27it/s]
DDIM Inversion:  16%|█▌        | 159/999 [00:14<01:18, 10.75it/s]
DDIM Inversion:  16%|█▌        | 161/999 [00:14<01:15, 11.15it/s]
DDIM Inversion:  16%|█▋        | 163/999 [00:15<01:15, 11.08it/s]
DDIM Inversion:  17%|█▋        | 165/999 [00:15<01:15, 10.97it/s]
DDIM Inversion:  17%|█▋        | 167/999 [00:15<01:14, 11.24it/s]
DDIM Inversion:  17%|█▋        | 169/999 [00:15<01:12, 11.48it/s]
DDIM Inversion:  17%|█▋        | 171/999 [00:15<01:15, 10.97it/s]
DDIM Inversion:  17%|█▋        | 173/999 [00:15<01:14, 11.11it/s]
DDIM Inversion:  18%|█▊        | 175/999 [00:16<01:14, 11.10it/s]
DDIM Inversion:  18%|█▊        | 177/999 [00:16<01:13, 11.14it/s]
DDIM Inversion:  18%|█▊        | 179/999 [00:16<01:13, 11.10it/s]
DDIM Inversion:  18%|█▊        | 181/999 [00:16<01:14, 10.93it/s]
DDIM Inversion:  18%|█▊        | 183/999 [00:16<01:16, 10.63it/s]
DDIM Inversion:  19%|█▊        | 185/999 [00:17<01:14, 10.86it/s]
DDIM Inversion:  19%|█▊        | 187/999 [00:17<01:12, 11.14it/s]
DDIM Inversion:  19%|█▉        | 189/999 [00:17<01:11, 11.38it/s]
DDIM Inversion:  19%|█▉        | 191/999 [00:17<01:09, 11.67it/s]
DDIM Inversion:  19%|█▉        | 193/999 [00:17<01:10, 11.48it/s]
DDIM Inversion:  20%|█▉        | 195/999 [00:17<01:10, 11.38it/s]
DDIM Inversion:  20%|█▉        | 197/999 [00:18<01:10, 11.30it/s]
DDIM Inversion:  20%|█▉        | 199/999 [00:18<01:11, 11.21it/s]
DDIM Inversion:  20%|██        | 201/999 [00:18<01:15, 10.62it/s]
DDIM Inversion:  20%|██        | 203/999 [00:18<01:13, 10.82it/s]
DDIM Inversion:  21%|██        | 205/999 [00:18<01:12, 11.03it/s]
DDIM Inversion:  21%|██        | 207/999 [00:19<01:10, 11.16it/s]
DDIM Inversion:  21%|██        | 209/999 [00:19<01:08, 11.45it/s]
DDIM Inversion:  21%|██        | 211/999 [00:19<01:08, 11.52it/s]
DDIM Inversion:  21%|██▏       | 213/999 [00:19<01:07, 11.57it/s]
DDIM Inversion:  22%|██▏       | 215/999 [00:19<01:09, 11.29it/s]
DDIM Inversion:  22%|██▏       | 217/999 [00:19<01:07, 11.64it/s]
DDIM Inversion:  22%|██▏       | 219/999 [00:20<01:07, 11.63it/s]
DDIM Inversion:  22%|██▏       | 221/999 [00:20<01:05, 11.83it/s]
DDIM Inversion:  22%|██▏       | 223/999 [00:20<01:05, 11.91it/s]
DDIM Inversion:  23%|██▎       | 225/999 [00:20<01:04, 11.98it/s]
DDIM Inversion:  23%|██▎       | 227/999 [00:20<01:10, 11.03it/s]
DDIM Inversion:  23%|██▎       | 229/999 [00:20<01:10, 11.00it/s]
DDIM Inversion:  23%|██▎       | 231/999 [00:21<01:10, 10.90it/s]
DDIM Inversion:  23%|██▎       | 233/999 [00:21<01:11, 10.78it/s]
DDIM Inversion:  24%|██▎       | 235/999 [00:21<01:10, 10.91it/s]
DDIM Inversion:  24%|██▎       | 237/999 [00:21<01:07, 11.32it/s]
DDIM Inversion:  24%|██▍       | 239/999 [00:21<01:10, 10.80it/s]
DDIM Inversion:  24%|██▍       | 241/999 [00:22<01:09, 10.92it/s]
DDIM Inversion:  24%|██▍       | 243/999 [00:22<01:08, 11.11it/s]
DDIM Inversion:  25%|██▍       | 245/999 [00:22<01:07, 11.09it/s]
DDIM Inversion:  25%|██▍       | 247/999 [00:22<01:05, 11.49it/s]
DDIM Inversion:  25%|██▍       | 249/999 [00:22<01:07, 11.12it/s]
DDIM Inversion:  25%|██▌       | 251/999 [00:22<01:08, 10.94it/s]
DDIM Inversion:  25%|██▌       | 253/999 [00:23<01:08, 10.86it/s]
DDIM Inversion:  26%|██▌       | 255/999 [00:23<01:07, 10.96it/s]
DDIM Inversion:  26%|██▌       | 257/999 [00:23<01:06, 11.12it/s]
DDIM Inversion:  26%|██▌       | 259/999 [00:23<01:10, 10.52it/s]
DDIM Inversion:  26%|██▌       | 261/999 [00:23<01:07, 10.86it/s]
DDIM Inversion:  26%|██▋       | 263/999 [00:24<01:04, 11.41it/s]
DDIM Inversion:  27%|██▋       | 265/999 [00:24<01:05, 11.15it/s]
DDIM Inversion:  27%|██▋       | 267/999 [00:24<01:04, 11.33it/s]
DDIM Inversion:  27%|██▋       | 269/999 [00:24<01:03, 11.41it/s]
DDIM Inversion:  27%|██▋       | 271/999 [00:24<01:03, 11.53it/s]
DDIM Inversion:  27%|██▋       | 273/999 [00:24<01:04, 11.30it/s]
DDIM Inversion:  28%|██▊       | 275/999 [00:25<01:03, 11.40it/s]
DDIM Inversion:  28%|██▊       | 277/999 [00:25<01:03, 11.39it/s]
DDIM Inversion:  28%|██▊       | 279/999 [00:25<01:04, 11.19it/s]
DDIM Inversion:  28%|██▊       | 281/999 [00:25<01:04, 11.11it/s]
DDIM Inversion:  28%|██▊       | 283/999 [00:25<01:05, 10.98it/s]
DDIM Inversion:  29%|██▊       | 285/999 [00:25<01:02, 11.34it/s]
DDIM Inversion:  29%|██▊       | 287/999 [00:26<01:01, 11.63it/s]
DDIM Inversion:  29%|██▉       | 289/999 [00:26<01:01, 11.61it/s]
DDIM Inversion:  29%|██▉       | 291/999 [00:26<01:00, 11.69it/s]
DDIM Inversion:  29%|██▉       | 293/999 [00:26<01:00, 11.62it/s]
DDIM Inversion:  30%|██▉       | 295/999 [00:26<01:01, 11.54it/s]
DDIM Inversion:  30%|██▉       | 297/999 [00:27<01:01, 11.39it/s]
DDIM Inversion:  30%|██▉       | 299/999 [00:27<01:01, 11.34it/s]
DDIM Inversion:  30%|███       | 301/999 [00:27<01:00, 11.57it/s]
DDIM Inversion:  30%|███       | 303/999 [00:27<00:59, 11.74it/s]
DDIM Inversion:  31%|███       | 305/999 [00:27<00:58, 11.96it/s]
DDIM Inversion:  31%|███       | 307/999 [00:27<00:57, 12.12it/s]
DDIM Inversion:  31%|███       | 309/999 [00:28<01:00, 11.45it/s]
DDIM Inversion:  31%|███       | 311/999 [00:28<00:59, 11.53it/s]
DDIM Inversion:  31%|███▏      | 313/999 [00:28<01:00, 11.40it/s]
DDIM Inversion:  32%|███▏      | 315/999 [00:28<01:00, 11.37it/s]
DDIM Inversion:  32%|███▏      | 317/999 [00:28<01:00, 11.36it/s]
DDIM Inversion:  32%|███▏      | 319/999 [00:28<01:00, 11.33it/s]
DDIM Inversion:  32%|███▏      | 321/999 [00:29<01:01, 11.09it/s]
DDIM Inversion:  32%|███▏      | 323/999 [00:29<01:01, 11.06it/s]
DDIM Inversion:  33%|███▎      | 325/999 [00:29<01:00, 11.09it/s]
DDIM Inversion:  33%|███▎      | 327/999 [00:29<01:02, 10.83it/s]
DDIM Inversion:  33%|███▎      | 329/999 [00:29<01:03, 10.63it/s]
DDIM Inversion:  33%|███▎      | 331/999 [00:30<01:01, 10.85it/s]
DDIM Inversion:  33%|███▎      | 333/999 [00:30<00:58, 11.35it/s]
DDIM Inversion:  34%|███▎      | 335/999 [00:30<00:58, 11.30it/s]
DDIM Inversion:  34%|███▎      | 337/999 [00:30<00:57, 11.49it/s]
DDIM Inversion:  34%|███▍      | 339/999 [00:30<00:55, 11.82it/s]
DDIM Inversion:  34%|███▍      | 341/999 [00:30<00:59, 11.06it/s]
DDIM Inversion:  34%|███▍      | 343/999 [00:31<01:00, 10.82it/s]
DDIM Inversion:  35%|███▍      | 345/999 [00:31<01:00, 10.80it/s]
DDIM Inversion:  35%|███▍      | 347/999 [00:31<00:57, 11.34it/s]
DDIM Inversion:  35%|███▍      | 349/999 [00:31<00:56, 11.41it/s]
DDIM Inversion:  35%|███▌      | 351/999 [00:31<00:56, 11.47it/s]
DDIM Inversion:  35%|███▌      | 353/999 [00:31<00:54, 11.79it/s]
DDIM Inversion:  36%|███▌      | 355/999 [00:32<00:54, 11.84it/s]
DDIM Inversion:  36%|███▌      | 357/999 [00:32<00:54, 11.71it/s]
DDIM Inversion:  36%|███▌      | 359/999 [00:32<00:55, 11.47it/s]
DDIM Inversion:  36%|███▌      | 361/999 [00:32<00:54, 11.70it/s]
DDIM Inversion:  36%|███▋      | 363/999 [00:32<00:55, 11.52it/s]
DDIM Inversion:  37%|███▋      | 365/999 [00:32<00:55, 11.39it/s]
DDIM Inversion:  37%|███▋      | 367/999 [00:33<00:55, 11.47it/s]
DDIM Inversion:  37%|███▋      | 369/999 [00:33<00:55, 11.32it/s]
DDIM Inversion:  37%|███▋      | 371/999 [00:33<00:55, 11.31it/s]
DDIM Inversion:  37%|███▋      | 373/999 [00:33<00:53, 11.66it/s]
DDIM Inversion:  38%|███▊      | 375/999 [00:33<00:55, 11.19it/s]
DDIM Inversion:  38%|███▊      | 377/999 [00:34<00:54, 11.44it/s]
DDIM Inversion:  38%|███▊      | 379/999 [00:34<00:52, 11.81it/s]
DDIM Inversion:  38%|███▊      | 381/999 [00:34<00:52, 11.79it/s]
DDIM Inversion:  38%|███▊      | 383/999 [00:34<00:53, 11.60it/s]
DDIM Inversion:  39%|███▊      | 385/999 [00:34<00:52, 11.61it/s]
DDIM Inversion:  39%|███▊      | 387/999 [00:34<00:53, 11.42it/s]
DDIM Inversion:  39%|███▉      | 389/999 [00:35<00:51, 11.75it/s]
DDIM Inversion:  39%|███▉      | 391/999 [00:35<00:52, 11.60it/s]
DDIM Inversion:  39%|███▉      | 393/999 [00:35<00:53, 11.38it/s]
DDIM Inversion:  40%|███▉      | 395/999 [00:35<00:51, 11.80it/s]
DDIM Inversion:  40%|███▉      | 397/999 [00:35<00:49, 12.05it/s]
DDIM Inversion:  40%|███▉      | 399/999 [00:35<00:49, 12.02it/s]
DDIM Inversion:  40%|████      | 401/999 [00:36<00:49, 12.10it/s]
DDIM Inversion:  40%|████      | 403/999 [00:36<00:48, 12.24it/s]
DDIM Inversion:  41%|████      | 405/999 [00:36<00:49, 12.11it/s]
DDIM Inversion:  41%|████      | 407/999 [00:36<00:48, 12.31it/s]
DDIM Inversion:  41%|████      | 409/999 [00:36<00:50, 11.76it/s]
DDIM Inversion:  41%|████      | 411/999 [00:36<00:52, 11.23it/s]
DDIM Inversion:  41%|████▏     | 413/999 [00:37<00:52, 11.10it/s]
DDIM Inversion:  42%|████▏     | 415/999 [00:37<00:53, 10.94it/s]
DDIM Inversion:  42%|████▏     | 417/999 [00:37<00:51, 11.22it/s]
DDIM Inversion:  42%|████▏     | 419/999 [00:37<00:49, 11.63it/s]
DDIM Inversion:  42%|████▏     | 421/999 [00:37<00:48, 11.84it/s]
DDIM Inversion:  42%|████▏     | 423/999 [00:37<00:50, 11.39it/s]
DDIM Inversion:  43%|████▎     | 425/999 [00:38<00:49, 11.54it/s]
DDIM Inversion:  43%|████▎     | 427/999 [00:38<00:51, 11.21it/s]
DDIM Inversion:  43%|████▎     | 429/999 [00:38<00:51, 11.07it/s]
DDIM Inversion:  43%|████▎     | 431/999 [00:38<00:50, 11.19it/s]
DDIM Inversion:  43%|████▎     | 433/999 [00:38<00:50, 11.13it/s]
DDIM Inversion:  44%|████▎     | 435/999 [00:39<00:50, 11.12it/s]
DDIM Inversion:  44%|████▎     | 437/999 [00:39<00:49, 11.25it/s]
DDIM Inversion:  44%|████▍     | 439/999 [00:39<00:51, 10.84it/s]
DDIM Inversion:  44%|████▍     | 441/999 [00:39<00:52, 10.71it/s]
DDIM Inversion:  44%|████▍     | 443/999 [00:39<00:51, 10.80it/s]
DDIM Inversion:  45%|████▍     | 445/999 [00:39<00:50, 10.97it/s]
DDIM Inversion:  45%|████▍     | 447/999 [00:40<00:51, 10.80it/s]
DDIM Inversion:  45%|████▍     | 449/999 [00:40<00:50, 10.86it/s]
DDIM Inversion:  45%|████▌     | 451/999 [00:40<00:49, 11.09it/s]
DDIM Inversion:  45%|████▌     | 453/999 [00:40<00:47, 11.47it/s]
DDIM Inversion:  46%|████▌     | 455/999 [00:40<00:47, 11.57it/s]
DDIM Inversion:  46%|████▌     | 457/999 [00:41<00:46, 11.66it/s]
DDIM Inversion:  46%|████▌     | 459/999 [00:41<00:45, 11.86it/s]
DDIM Inversion:  46%|████▌     | 461/999 [00:41<00:46, 11.53it/s]
DDIM Inversion:  46%|████▋     | 463/999 [00:41<00:48, 11.09it/s]
DDIM Inversion:  47%|████▋     | 465/999 [00:41<00:50, 10.59it/s]
DDIM Inversion:  47%|████▋     | 467/999 [00:41<00:49, 10.69it/s]
DDIM Inversion:  47%|████▋     | 469/999 [00:42<00:50, 10.41it/s]
DDIM Inversion:  47%|████▋     | 471/999 [00:42<00:50, 10.53it/s]
DDIM Inversion:  47%|████▋     | 473/999 [00:42<00:47, 10.98it/s]
DDIM Inversion:  48%|████▊     | 475/999 [00:42<00:46, 11.21it/s]
DDIM Inversion:  48%|████▊     | 477/999 [00:42<00:45, 11.58it/s]
DDIM Inversion:  48%|████▊     | 479/999 [00:43<00:43, 11.83it/s]
DDIM Inversion:  48%|████▊     | 481/999 [00:43<00:43, 11.92it/s]
DDIM Inversion:  48%|████▊     | 483/999 [00:43<00:43, 11.87it/s]
DDIM Inversion:  49%|████▊     | 485/999 [00:43<00:45, 11.19it/s]
DDIM Inversion:  49%|████▊     | 487/999 [00:43<00:48, 10.57it/s]
DDIM Inversion:  49%|████▉     | 489/999 [00:43<00:49, 10.41it/s]
DDIM Inversion:  49%|████▉     | 491/999 [00:44<00:48, 10.54it/s]
DDIM Inversion:  49%|████▉     | 493/999 [00:44<00:47, 10.60it/s]
DDIM Inversion:  50%|████▉     | 495/999 [00:44<00:45, 11.02it/s]
DDIM Inversion:  50%|████▉     | 497/999 [00:44<00:44, 11.23it/s]
DDIM Inversion:  50%|████▉     | 499/999 [00:44<00:43, 11.40it/s]
DDIM Inversion:  50%|█████     | 501/999 [00:45<00:44, 11.17it/s]
DDIM Inversion:  50%|█████     | 503/999 [00:45<00:43, 11.30it/s]
DDIM Inversion:  51%|█████     | 505/999 [00:45<00:44, 11.19it/s]
DDIM Inversion:  51%|█████     | 507/999 [00:45<00:44, 11.02it/s]
DDIM Inversion:  51%|█████     | 509/999 [00:45<00:44, 10.97it/s]
DDIM Inversion:  51%|█████     | 511/999 [00:45<00:43, 11.13it/s]
DDIM Inversion:  51%|█████▏    | 513/999 [00:46<00:43, 11.26it/s]
DDIM Inversion:  52%|█████▏    | 515/999 [00:46<00:42, 11.34it/s]
DDIM Inversion:  52%|█████▏    | 517/999 [00:46<00:41, 11.65it/s]
DDIM Inversion:  52%|█████▏    | 519/999 [00:46<00:41, 11.45it/s]
DDIM Inversion:  52%|█████▏    | 521/999 [00:46<00:40, 11.78it/s]
DDIM Inversion:  52%|█████▏    | 523/999 [00:46<00:41, 11.48it/s]
DDIM Inversion:  53%|█████▎    | 525/999 [00:47<00:40, 11.68it/s]
DDIM Inversion:  53%|█████▎    | 527/999 [00:47<00:39, 11.81it/s]
DDIM Inversion:  53%|█████▎    | 529/999 [00:47<00:39, 11.81it/s]
DDIM Inversion:  53%|█████▎    | 531/999 [00:47<00:41, 11.32it/s]
DDIM Inversion:  53%|█████▎    | 533/999 [00:47<00:40, 11.62it/s]
DDIM Inversion:  54%|█████▎    | 535/999 [00:47<00:40, 11.56it/s]
DDIM Inversion:  54%|█████▍    | 537/999 [00:48<00:39, 11.66it/s]
DDIM Inversion:  54%|█████▍    | 539/999 [00:48<00:40, 11.46it/s]
DDIM Inversion:  54%|█████▍    | 541/999 [00:48<00:39, 11.52it/s]
DDIM Inversion:  54%|█████▍    | 543/999 [00:48<00:41, 11.03it/s]
DDIM Inversion:  55%|█████▍    | 545/999 [00:48<00:40, 11.08it/s]
DDIM Inversion:  55%|█████▍    | 547/999 [00:49<00:41, 11.00it/s]
DDIM Inversion:  55%|█████▍    | 549/999 [00:49<00:40, 11.09it/s]
DDIM Inversion:  55%|█████▌    | 551/999 [00:49<00:40, 11.12it/s]
DDIM Inversion:  55%|█████▌    | 553/999 [00:49<00:39, 11.33it/s]
DDIM Inversion:  56%|█████▌    | 555/999 [00:49<00:38, 11.51it/s]
DDIM Inversion:  56%|█████▌    | 557/999 [00:49<00:38, 11.37it/s]
DDIM Inversion:  56%|█████▌    | 559/999 [00:50<00:37, 11.62it/s]
DDIM Inversion:  56%|█████▌    | 561/999 [00:50<00:37, 11.66it/s]
DDIM Inversion:  56%|█████▋    | 563/999 [00:50<00:37, 11.63it/s]
DDIM Inversion:  57%|█████▋    | 565/999 [00:50<00:36, 11.81it/s]
DDIM Inversion:  57%|█████▋    | 567/999 [00:50<00:36, 11.85it/s]
DDIM Inversion:  57%|█████▋    | 569/999 [00:50<00:35, 12.01it/s]
DDIM Inversion:  57%|█████▋    | 571/999 [00:51<00:35, 12.18it/s]
DDIM Inversion:  57%|█████▋    | 573/999 [00:51<00:36, 11.67it/s]
DDIM Inversion:  58%|█████▊    | 575/999 [00:51<00:35, 11.81it/s]
DDIM Inversion:  58%|█████▊    | 577/999 [00:51<00:35, 12.01it/s]
DDIM Inversion:  58%|█████▊    | 579/999 [00:51<00:35, 11.99it/s]
DDIM Inversion:  58%|█████▊    | 581/999 [00:51<00:35, 11.72it/s]
DDIM Inversion:  58%|█████▊    | 583/999 [00:52<00:35, 11.87it/s]
DDIM Inversion:  59%|█████▊    | 585/999 [00:52<00:35, 11.76it/s]
DDIM Inversion:  59%|█████▉    | 587/999 [00:52<00:36, 11.37it/s]
DDIM Inversion:  59%|█████▉    | 589/999 [00:52<00:36, 11.39it/s]
DDIM Inversion:  59%|█████▉    | 591/999 [00:52<00:36, 11.20it/s]
DDIM Inversion:  59%|█████▉    | 593/999 [00:53<00:37, 10.97it/s]
DDIM Inversion:  60%|█████▉    | 595/999 [00:53<00:36, 11.16it/s]
DDIM Inversion:  60%|█████▉    | 597/999 [00:53<00:36, 11.04it/s]
DDIM Inversion:  60%|█████▉    | 599/999 [00:53<00:35, 11.17it/s]
DDIM Inversion:  60%|██████    | 601/999 [00:53<00:34, 11.38it/s]
DDIM Inversion:  60%|██████    | 603/999 [00:53<00:34, 11.64it/s]
DDIM Inversion:  61%|██████    | 605/999 [00:54<00:33, 11.72it/s]
DDIM Inversion:  61%|██████    | 607/999 [00:54<00:32, 11.89it/s]
DDIM Inversion:  61%|██████    | 609/999 [00:54<00:33, 11.54it/s]
DDIM Inversion:  61%|██████    | 611/999 [00:54<00:33, 11.75it/s]
DDIM Inversion:  61%|██████▏   | 613/999 [00:54<00:32, 12.02it/s]
DDIM Inversion:  62%|██████▏   | 615/999 [00:54<00:33, 11.58it/s]
DDIM Inversion:  62%|██████▏   | 617/999 [00:55<00:33, 11.53it/s]
DDIM Inversion:  62%|██████▏   | 619/999 [00:55<00:32, 11.63it/s]
DDIM Inversion:  62%|██████▏   | 621/999 [00:55<00:32, 11.47it/s]
DDIM Inversion:  62%|██████▏   | 623/999 [00:55<00:32, 11.75it/s]
DDIM Inversion:  63%|██████▎   | 625/999 [00:55<00:32, 11.50it/s]
DDIM Inversion:  63%|██████▎   | 627/999 [00:55<00:33, 11.17it/s]
DDIM Inversion:  63%|██████▎   | 629/999 [00:56<00:31, 11.57it/s]
DDIM Inversion:  63%|██████▎   | 631/999 [00:56<00:32, 11.36it/s]
DDIM Inversion:  63%|██████▎   | 633/999 [00:56<00:31, 11.64it/s]
DDIM Inversion:  64%|██████▎   | 635/999 [00:56<00:31, 11.40it/s]
DDIM Inversion:  64%|██████▍   | 637/999 [00:56<00:33, 10.85it/s]
DDIM Inversion:  64%|██████▍   | 639/999 [00:57<00:33, 10.78it/s]
DDIM Inversion:  64%|██████▍   | 641/999 [00:57<00:31, 11.26it/s]
DDIM Inversion:  64%|██████▍   | 643/999 [00:57<00:31, 11.20it/s]
DDIM Inversion:  65%|██████▍   | 645/999 [00:57<00:33, 10.72it/s]
DDIM Inversion:  65%|██████▍   | 647/999 [00:57<00:32, 10.76it/s]
DDIM Inversion:  65%|██████▍   | 649/999 [00:57<00:33, 10.49it/s]
DDIM Inversion:  65%|██████▌   | 651/999 [00:58<00:32, 10.72it/s]
DDIM Inversion:  65%|██████▌   | 653/999 [00:58<00:33, 10.43it/s]
DDIM Inversion:  66%|██████▌   | 655/999 [00:58<00:32, 10.46it/s]
DDIM Inversion:  66%|██████▌   | 657/999 [00:58<00:32, 10.47it/s]
DDIM Inversion:  66%|██████▌   | 659/999 [00:58<00:31, 10.66it/s]
DDIM Inversion:  66%|██████▌   | 661/999 [00:59<00:32, 10.54it/s]
DDIM Inversion:  66%|██████▋   | 663/999 [00:59<00:30, 10.87it/s]
DDIM Inversion:  67%|██████▋   | 665/999 [00:59<00:29, 11.28it/s]
DDIM Inversion:  67%|██████▋   | 667/999 [00:59<00:28, 11.51it/s]
DDIM Inversion:  67%|██████▋   | 669/999 [00:59<00:28, 11.58it/s]
DDIM Inversion:  67%|██████▋   | 671/999 [00:59<00:28, 11.53it/s]
DDIM Inversion:  67%|██████▋   | 673/999 [01:00<00:27, 11.94it/s]
DDIM Inversion:  68%|██████▊   | 675/999 [01:00<00:27, 11.80it/s]
DDIM Inversion:  68%|██████▊   | 677/999 [01:00<00:27, 11.64it/s]
DDIM Inversion:  68%|██████▊   | 679/999 [01:00<00:26, 11.90it/s]
DDIM Inversion:  68%|██████▊   | 681/999 [01:00<00:26, 11.99it/s]
DDIM Inversion:  68%|██████▊   | 683/999 [01:00<00:26, 11.98it/s]
DDIM Inversion:  69%|██████▊   | 685/999 [01:01<00:25, 12.19it/s]
DDIM Inversion:  69%|██████▉   | 687/999 [01:01<00:26, 11.91it/s]
DDIM Inversion:  69%|██████▉   | 689/999 [01:01<00:25, 12.18it/s]
DDIM Inversion:  69%|██████▉   | 691/999 [01:01<00:25, 12.32it/s]
DDIM Inversion:  69%|██████▉   | 693/999 [01:01<00:26, 11.43it/s]
DDIM Inversion:  70%|██████▉   | 695/999 [01:01<00:26, 11.37it/s]
DDIM Inversion:  70%|██████▉   | 697/999 [01:02<00:26, 11.61it/s]
DDIM Inversion:  70%|██████▉   | 699/999 [01:02<00:26, 11.12it/s]
DDIM Inversion:  70%|███████   | 701/999 [01:02<00:26, 11.10it/s]
DDIM Inversion:  70%|███████   | 703/999 [01:02<00:25, 11.53it/s]
DDIM Inversion:  71%|███████   | 705/999 [01:02<00:24, 11.82it/s]
DDIM Inversion:  71%|███████   | 707/999 [01:03<00:26, 11.20it/s]
DDIM Inversion:  71%|███████   | 709/999 [01:03<00:26, 11.12it/s]
DDIM Inversion:  71%|███████   | 711/999 [01:03<00:25, 11.17it/s]
DDIM Inversion:  71%|███████▏  | 713/999 [01:03<00:25, 11.13it/s]
DDIM Inversion:  72%|███████▏  | 715/999 [01:03<00:25, 11.07it/s]
DDIM Inversion:  72%|███████▏  | 717/999 [01:03<00:24, 11.29it/s]
DDIM Inversion:  72%|███████▏  | 719/999 [01:04<00:24, 11.64it/s]
DDIM Inversion:  72%|███████▏  | 721/999 [01:04<00:25, 10.99it/s]
DDIM Inversion:  72%|███████▏  | 723/999 [01:04<00:25, 10.71it/s]
DDIM Inversion:  73%|███████▎  | 725/999 [01:04<00:26, 10.48it/s]
DDIM Inversion:  73%|███████▎  | 727/999 [01:04<00:24, 10.91it/s]
DDIM Inversion:  73%|███████▎  | 729/999 [01:05<00:25, 10.68it/s]
DDIM Inversion:  73%|███████▎  | 731/999 [01:05<00:24, 10.76it/s]
DDIM Inversion:  73%|███████▎  | 733/999 [01:05<00:24, 10.94it/s]
DDIM Inversion:  74%|███████▎  | 735/999 [01:05<00:23, 11.11it/s]
DDIM Inversion:  74%|███████▍  | 737/999 [01:05<00:24, 10.81it/s]
DDIM Inversion:  74%|███████▍  | 739/999 [01:06<00:24, 10.63it/s]
DDIM Inversion:  74%|███████▍  | 741/999 [01:06<00:23, 11.08it/s]
DDIM Inversion:  74%|███████▍  | 743/999 [01:06<00:23, 11.10it/s]
DDIM Inversion:  75%|███████▍  | 745/999 [01:06<00:22, 11.05it/s]
DDIM Inversion:  75%|███████▍  | 747/999 [01:06<00:23, 10.79it/s]
DDIM Inversion:  75%|███████▍  | 749/999 [01:06<00:22, 10.96it/s]
DDIM Inversion:  75%|███████▌  | 751/999 [01:07<00:23, 10.73it/s]
DDIM Inversion:  75%|███████▌  | 753/999 [01:07<00:22, 10.81it/s]
DDIM Inversion:  76%|███████▌  | 755/999 [01:07<00:21, 11.19it/s]
DDIM Inversion:  76%|███████▌  | 757/999 [01:07<00:21, 11.12it/s]
DDIM Inversion:  76%|███████▌  | 759/999 [01:07<00:21, 11.24it/s]
DDIM Inversion:  76%|███████▌  | 761/999 [01:07<00:20, 11.37it/s]
DDIM Inversion:  76%|███████▋  | 763/999 [01:08<00:20, 11.68it/s]
DDIM Inversion:  77%|███████▋  | 765/999 [01:08<00:20, 11.47it/s]
DDIM Inversion:  77%|███████▋  | 767/999 [01:08<00:21, 11.02it/s]
DDIM Inversion:  77%|███████▋  | 769/999 [01:08<00:21, 10.78it/s]
DDIM Inversion:  77%|███████▋  | 771/999 [01:08<00:20, 11.01it/s]
DDIM Inversion:  77%|███████▋  | 773/999 [01:09<00:19, 11.33it/s]
DDIM Inversion:  78%|███████▊  | 775/999 [01:09<00:19, 11.35it/s]
DDIM Inversion:  78%|███████▊  | 777/999 [01:09<00:19, 11.35it/s]
DDIM Inversion:  78%|███████▊  | 779/999 [01:09<00:19, 11.21it/s]
DDIM Inversion:  78%|███████▊  | 781/999 [01:09<00:19, 11.02it/s]
DDIM Inversion:  78%|███████▊  | 783/999 [01:09<00:18, 11.44it/s]
DDIM Inversion:  79%|███████▊  | 785/999 [01:10<00:18, 11.76it/s]
DDIM Inversion:  79%|███████▉  | 787/999 [01:10<00:18, 11.73it/s]
DDIM Inversion:  79%|███████▉  | 789/999 [01:10<00:18, 11.18it/s]
DDIM Inversion:  79%|███████▉  | 791/999 [01:10<00:17, 11.64it/s]
DDIM Inversion:  79%|███████▉  | 793/999 [01:10<00:17, 11.65it/s]
DDIM Inversion:  80%|███████▉  | 795/999 [01:10<00:17, 11.44it/s]
DDIM Inversion:  80%|███████▉  | 797/999 [01:11<00:17, 11.46it/s]
DDIM Inversion:  80%|███████▉  | 799/999 [01:11<00:17, 11.47it/s]
DDIM Inversion:  80%|████████  | 801/999 [01:11<00:17, 11.49it/s]
DDIM Inversion:  80%|████████  | 803/999 [01:11<00:16, 11.81it/s]
DDIM Inversion:  81%|████████  | 805/999 [01:11<00:16, 11.72it/s]
DDIM Inversion:  81%|████████  | 807/999 [01:11<00:16, 11.57it/s]
DDIM Inversion:  81%|████████  | 809/999 [01:12<00:17, 11.14it/s]
DDIM Inversion:  81%|████████  | 811/999 [01:12<00:16, 11.29it/s]
DDIM Inversion:  81%|████████▏ | 813/999 [01:12<00:17, 10.86it/s]
DDIM Inversion:  82%|████████▏ | 815/999 [01:12<00:17, 10.58it/s]
DDIM Inversion:  82%|████████▏ | 817/999 [01:12<00:16, 10.80it/s]
DDIM Inversion:  82%|████████▏ | 819/999 [01:13<00:16, 11.13it/s]
DDIM Inversion:  82%|████████▏ | 821/999 [01:13<00:15, 11.24it/s]
DDIM Inversion:  82%|████████▏ | 823/999 [01:13<00:15, 11.45it/s]
DDIM Inversion:  83%|████████▎ | 825/999 [01:13<00:14, 11.71it/s]
DDIM Inversion:  83%|████████▎ | 827/999 [01:13<00:14, 11.74it/s]
DDIM Inversion:  83%|████████▎ | 829/999 [01:13<00:14, 11.71it/s]
DDIM Inversion:  83%|████████▎ | 831/999 [01:14<00:14, 11.37it/s]
DDIM Inversion:  83%|████████▎ | 833/999 [01:14<00:14, 11.20it/s]
DDIM Inversion:  84%|████████▎ | 835/999 [01:14<00:15, 10.56it/s]
DDIM Inversion:  84%|████████▍ | 837/999 [01:14<00:15, 10.75it/s]
DDIM Inversion:  84%|████████▍ | 839/999 [01:14<00:14, 10.78it/s]
DDIM Inversion:  84%|████████▍ | 841/999 [01:15<00:14, 10.61it/s]
DDIM Inversion:  84%|████████▍ | 843/999 [01:15<00:14, 10.51it/s]
DDIM Inversion:  85%|████████▍ | 845/999 [01:15<00:14, 10.75it/s]
DDIM Inversion:  85%|████████▍ | 847/999 [01:15<00:14, 10.59it/s]
DDIM Inversion:  85%|████████▍ | 849/999 [01:15<00:13, 10.85it/s]
DDIM Inversion:  85%|████████▌ | 851/999 [01:16<00:13, 10.82it/s]
DDIM Inversion:  85%|████████▌ | 853/999 [01:16<00:13, 10.50it/s]
DDIM Inversion:  86%|████████▌ | 855/999 [01:16<00:13, 10.79it/s]
DDIM Inversion:  86%|████████▌ | 857/999 [01:16<00:13, 10.79it/s]
DDIM Inversion:  86%|████████▌ | 859/999 [01:16<00:13, 10.71it/s]
DDIM Inversion:  86%|████████▌ | 861/999 [01:16<00:12, 10.70it/s]
DDIM Inversion:  86%|████████▋ | 863/999 [01:17<00:12, 11.31it/s]
DDIM Inversion:  87%|████████▋ | 865/999 [01:17<00:11, 11.41it/s]
DDIM Inversion:  87%|████████▋ | 867/999 [01:17<00:11, 11.32it/s]
DDIM Inversion:  87%|████████▋ | 869/999 [01:17<00:11, 11.63it/s]
DDIM Inversion:  87%|████████▋ | 871/999 [01:17<00:10, 11.79it/s]
DDIM Inversion:  87%|████████▋ | 873/999 [01:17<00:11, 11.09it/s]
DDIM Inversion:  88%|████████▊ | 875/999 [01:18<00:11, 11.09it/s]
DDIM Inversion:  88%|████████▊ | 877/999 [01:18<00:10, 11.17it/s]
DDIM Inversion:  88%|████████▊ | 879/999 [01:18<00:10, 10.93it/s]
DDIM Inversion:  88%|████████▊ | 881/999 [01:18<00:10, 10.73it/s]
DDIM Inversion:  88%|████████▊ | 883/999 [01:18<00:10, 10.75it/s]
DDIM Inversion:  89%|████████▊ | 885/999 [01:19<00:10, 10.90it/s]
DDIM Inversion:  89%|████████▉ | 887/999 [01:19<00:10, 10.79it/s]
DDIM Inversion:  89%|████████▉ | 889/999 [01:19<00:10, 10.83it/s]
DDIM Inversion:  89%|████████▉ | 891/999 [01:19<00:09, 11.21it/s]
DDIM Inversion:  89%|████████▉ | 893/999 [01:19<00:09, 11.21it/s]
DDIM Inversion:  90%|████████▉ | 895/999 [01:19<00:09, 11.22it/s]
DDIM Inversion:  90%|████████▉ | 897/999 [01:20<00:09, 10.98it/s]
DDIM Inversion:  90%|████████▉ | 899/999 [01:20<00:09, 10.91it/s]
DDIM Inversion:  90%|█████████ | 901/999 [01:20<00:09, 10.17it/s]
DDIM Inversion:  90%|█████████ | 903/999 [01:20<00:09, 10.37it/s]
DDIM Inversion:  91%|█████████ | 905/999 [01:20<00:09, 10.33it/s]
DDIM Inversion:  91%|█████████ | 907/999 [01:21<00:08, 10.51it/s]
DDIM Inversion:  91%|█████████ | 909/999 [01:21<00:08, 10.39it/s]
DDIM Inversion:  91%|█████████ | 911/999 [01:21<00:08, 10.56it/s]
DDIM Inversion:  91%|█████████▏| 913/999 [01:21<00:08, 10.72it/s]
DDIM Inversion:  92%|█████████▏| 915/999 [01:21<00:07, 10.92it/s]
DDIM Inversion:  92%|█████████▏| 917/999 [01:22<00:07, 11.10it/s]
DDIM Inversion:  92%|█████████▏| 919/999 [01:22<00:07, 10.77it/s]
DDIM Inversion:  92%|█████████▏| 921/999 [01:22<00:07, 10.98it/s]
DDIM Inversion:  92%|█████████▏| 923/999 [01:22<00:06, 11.30it/s]
DDIM Inversion:  93%|█████████▎| 925/999 [01:22<00:06, 11.60it/s]
DDIM Inversion:  93%|█████████▎| 927/999 [01:22<00:06, 11.27it/s]
DDIM Inversion:  93%|█████████▎| 929/999 [01:23<00:06, 11.28it/s]
DDIM Inversion:  93%|█████████▎| 931/999 [01:23<00:05, 11.46it/s]
DDIM Inversion:  93%|█████████▎| 933/999 [01:23<00:05, 11.77it/s]
DDIM Inversion:  94%|█████████▎| 935/999 [01:23<00:05, 11.45it/s]
DDIM Inversion:  94%|█████████▍| 937/999 [01:23<00:05, 11.67it/s]
DDIM Inversion:  94%|█████████▍| 939/999 [01:23<00:05, 11.96it/s]
DDIM Inversion:  94%|█████████▍| 941/999 [01:24<00:04, 11.96it/s]
DDIM Inversion:  94%|█████████▍| 943/999 [01:24<00:04, 11.69it/s]
DDIM Inversion:  95%|█████████▍| 945/999 [01:24<00:04, 11.06it/s]
DDIM Inversion:  95%|█████████▍| 947/999 [01:24<00:04, 11.03it/s]
DDIM Inversion:  95%|█████████▍| 949/999 [01:24<00:04, 11.17it/s]
DDIM Inversion:  95%|█████████▌| 951/999 [01:25<00:04, 11.37it/s]
DDIM Inversion:  95%|█████████▌| 953/999 [01:25<00:04, 11.41it/s]
DDIM Inversion:  96%|█████████▌| 955/999 [01:25<00:04, 10.89it/s]
DDIM Inversion:  96%|█████████▌| 957/999 [01:25<00:03, 10.97it/s]
DDIM Inversion:  96%|█████████▌| 959/999 [01:25<00:03, 11.16it/s]
DDIM Inversion:  96%|█████████▌| 961/999 [01:25<00:03, 11.16it/s]
DDIM Inversion:  96%|█████████▋| 963/999 [01:26<00:03, 11.36it/s]
DDIM Inversion:  97%|█████████▋| 965/999 [01:26<00:02, 11.60it/s]
DDIM Inversion:  97%|█████████▋| 967/999 [01:26<00:02, 11.99it/s]
DDIM Inversion:  97%|█████████▋| 969/999 [01:26<00:02, 11.71it/s]
DDIM Inversion:  97%|█████████▋| 971/999 [01:26<00:02, 11.76it/s]
DDIM Inversion:  97%|█████████▋| 973/999 [01:26<00:02, 11.51it/s]
DDIM Inversion:  98%|█████████▊| 975/999 [01:27<00:02, 11.69it/s]
DDIM Inversion:  98%|█████████▊| 977/999 [01:27<00:01, 11.87it/s]
DDIM Inversion:  98%|█████████▊| 979/999 [01:27<00:01, 12.16it/s]
DDIM Inversion:  98%|█████████▊| 981/999 [01:27<00:01, 11.87it/s]
DDIM Inversion:  98%|█████████▊| 983/999 [01:27<00:01, 11.74it/s]
DDIM Inversion:  99%|█████████▊| 985/999 [01:27<00:01, 11.79it/s]
DDIM Inversion:  99%|█████████▉| 987/999 [01:28<00:00, 12.09it/s]
DDIM Inversion:  99%|█████████▉| 989/999 [01:28<00:00, 12.13it/s]
DDIM Inversion:  99%|█████████▉| 991/999 [01:28<00:00, 12.20it/s]
DDIM Inversion:  99%|█████████▉| 993/999 [01:28<00:00, 11.49it/s]
DDIM Inversion: 100%|█████████▉| 995/999 [01:28<00:00, 11.13it/s]
DDIM Inversion: 100%|█████████▉| 997/999 [01:29<00:00, 10.82it/s]
DDIM Inversion: 100%|██████████| 999/999 [01:29<00:00, 10.72it/s]
DDIM Inversion: 100%|██████████| 999/999 [01:29<00:00, 11.20it/s]
Data shape for DDIM sampling is (1, 4, 64, 64), eta 0.0
Running DDIM Sampling with 999 timesteps
Selected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341
361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701
721 741 761 781 801 821 841 861 881 901 921 941 961 981]
DDIM Sampler:   0%|          | 0/999 [00:00<?, ?it/s]
DDIM Sampler:   0%|          | 1/999 [00:00<02:28,  6.72it/s]
DDIM Sampler:   0%|          | 3/999 [00:00<01:43,  9.62it/s]
DDIM Sampler:   0%|          | 4/999 [00:00<01:45,  9.43it/s]
DDIM Sampler:   1%|          | 5/999 [00:00<01:45,  9.39it/s]
DDIM Sampler:   1%|          | 6/999 [00:00<01:45,  9.41it/s]
DDIM Sampler:   1%|          | 7/999 [00:00<01:45,  9.42it/s]
DDIM Sampler:   1%|          | 8/999 [00:00<01:45,  9.42it/s]
DDIM Sampler:   1%|          | 10/999 [00:01<01:40,  9.87it/s]
DDIM Sampler:   1%|          | 11/999 [00:01<01:40,  9.79it/s]
DDIM Sampler:   1%|▏         | 13/999 [00:01<01:37, 10.10it/s]
DDIM Sampler:   2%|▏         | 15/999 [00:01<01:36, 10.20it/s]
DDIM Sampler:   2%|▏         | 17/999 [00:01<01:38,  9.93it/s]
DDIM Sampler:   2%|▏         | 18/999 [00:01<01:39,  9.84it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 113.95it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 113.48it/s]
DDIM Sampler:   2%|▏         | 19/999 [00:02<02:52,  5.67it/s]
DDIM Sampler:   2%|▏         | 21/999 [00:02<02:20,  6.98it/s]
DDIM Sampler:   2%|▏         | 23/999 [00:02<02:01,  8.03it/s]
DDIM Sampler:   3%|▎         | 25/999 [00:02<01:51,  8.71it/s]
DDIM Sampler:   3%|▎         | 26/999 [00:02<01:52,  8.63it/s]
DDIM Sampler:   3%|▎         | 27/999 [00:03<01:50,  8.82it/s]
DDIM Sampler:   3%|▎         | 28/999 [00:03<01:51,  8.73it/s]
DDIM Sampler:   3%|▎         | 29/999 [00:03<01:48,  8.97it/s]
DDIM Sampler:   3%|▎         | 31/999 [00:03<01:43,  9.39it/s]
DDIM Sampler:   3%|▎         | 33/999 [00:03<01:38,  9.82it/s]
DDIM Sampler:   4%|▎         | 35/999 [00:03<01:36,  9.94it/s]
DDIM Sampler:   4%|▎         | 37/999 [00:04<01:36, 10.01it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 134.60it/s]
DDIM Sampler:   4%|▍         | 39/999 [00:04<02:21,  6.79it/s]
DDIM Sampler:   4%|▍         | 41/999 [00:04<02:06,  7.60it/s]
DDIM Sampler:   4%|▍         | 43/999 [00:04<01:57,  8.11it/s]
DDIM Sampler:   4%|▍         | 44/999 [00:05<01:53,  8.39it/s]
DDIM Sampler:   5%|▍         | 45/999 [00:05<01:50,  8.61it/s]
DDIM Sampler:   5%|▍         | 46/999 [00:05<01:47,  8.83it/s]
DDIM Sampler:   5%|▍         | 48/999 [00:05<01:43,  9.19it/s]
DDIM Sampler:   5%|▌         | 50/999 [00:05<01:35,  9.89it/s]
DDIM Sampler:   5%|▌         | 52/999 [00:05<01:36,  9.85it/s]
DDIM Sampler:   5%|▌         | 54/999 [00:06<01:36,  9.83it/s]
DDIM Sampler:   6%|▌         | 56/999 [00:06<01:33, 10.10it/s]
DDIM Sampler:   6%|▌         | 58/999 [00:06<01:33, 10.11it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 33.01it/s]
Saving input blocks feature maps:  75%|███████▌  | 9/12 [00:00<00:00, 16.33it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 11.94it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 13.72it/s]
DDIM Sampler:   6%|▌         | 60/999 [00:07<04:14,  3.69it/s]
DDIM Sampler:   6%|▌         | 62/999 [00:07<03:21,  4.64it/s]
DDIM Sampler:   6%|▋         | 63/999 [00:08<03:03,  5.10it/s]
DDIM Sampler:   6%|▋         | 64/999 [00:08<02:45,  5.66it/s]
DDIM Sampler:   7%|▋         | 65/999 [00:08<02:29,  6.27it/s]
DDIM Sampler:   7%|▋         | 67/999 [00:08<02:04,  7.47it/s]
DDIM Sampler:   7%|▋         | 69/999 [00:08<01:51,  8.32it/s]
DDIM Sampler:   7%|▋         | 71/999 [00:08<01:44,  8.87it/s]
DDIM Sampler:   7%|▋         | 73/999 [00:09<01:39,  9.30it/s]
DDIM Sampler:   8%|▊         | 75/999 [00:09<01:38,  9.42it/s]
DDIM Sampler:   8%|▊         | 77/999 [00:09<01:34,  9.77it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 48.12it/s]
Saving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 33.53it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 35.90it/s]
DDIM Sampler:   8%|▊         | 79/999 [00:10<02:50,  5.41it/s]
DDIM Sampler:   8%|▊         | 81/999 [00:10<02:23,  6.42it/s]
DDIM Sampler:   8%|▊         | 82/999 [00:10<02:14,  6.84it/s]
DDIM Sampler:   8%|▊         | 84/999 [00:10<01:59,  7.67it/s]
DDIM Sampler:   9%|▊         | 86/999 [00:10<01:49,  8.32it/s]
DDIM Sampler:   9%|▊         | 87/999 [00:10<01:46,  8.56it/s]
DDIM Sampler:   9%|▉         | 88/999 [00:11<01:43,  8.78it/s]
DDIM Sampler:   9%|▉         | 89/999 [00:11<01:40,  9.02it/s]
DDIM Sampler:   9%|▉         | 91/999 [00:11<01:34,  9.66it/s]
DDIM Sampler:   9%|▉         | 93/999 [00:11<01:32,  9.84it/s]
DDIM Sampler:  10%|▉         | 95/999 [00:11<01:31,  9.93it/s]
DDIM Sampler:  10%|▉         | 97/999 [00:11<01:27, 10.26it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 92.11it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 38.95it/s]
DDIM Sampler:  10%|▉         | 99/999 [00:12<02:50,  5.28it/s]
DDIM Sampler:  10%|█         | 101/999 [00:12<02:24,  6.23it/s]
DDIM Sampler:  10%|█         | 103/999 [00:13<02:07,  7.03it/s]
DDIM Sampler:  10%|█         | 104/999 [00:13<02:01,  7.35it/s]
DDIM Sampler:  11%|█         | 106/999 [00:13<01:47,  8.28it/s]
DDIM Sampler:  11%|█         | 108/999 [00:13<01:40,  8.85it/s]
DDIM Sampler:  11%|█         | 109/999 [00:13<01:39,  8.98it/s]
DDIM Sampler:  11%|█         | 110/999 [00:13<01:37,  9.14it/s]
DDIM Sampler:  11%|█         | 112/999 [00:13<01:30,  9.81it/s]
DDIM Sampler:  11%|█▏        | 114/999 [00:14<01:27, 10.16it/s]
DDIM Sampler:  12%|█▏        | 116/999 [00:14<01:24, 10.39it/s]
DDIM Sampler:  12%|█▏        | 118/999 [00:14<01:24, 10.44it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  42%|████▏     | 5/12 [00:00<00:00, 45.63it/s]
Saving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 31.52it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 34.87it/s]
DDIM Sampler:  12%|█▏        | 120/999 [00:15<02:40,  5.48it/s]
DDIM Sampler:  12%|█▏        | 122/999 [00:15<02:17,  6.38it/s]
DDIM Sampler:  12%|█▏        | 123/999 [00:15<02:08,  6.80it/s]
DDIM Sampler:  12%|█▏        | 124/999 [00:15<02:00,  7.27it/s]
DDIM Sampler:  13%|█▎        | 125/999 [00:15<01:53,  7.73it/s]
DDIM Sampler:  13%|█▎        | 127/999 [00:15<01:42,  8.54it/s]
DDIM Sampler:  13%|█▎        | 129/999 [00:16<01:35,  9.09it/s]
DDIM Sampler:  13%|█▎        | 131/999 [00:16<01:30,  9.59it/s]
DDIM Sampler:  13%|█▎        | 133/999 [00:16<01:29,  9.70it/s]
DDIM Sampler:  14%|█▎        | 135/999 [00:16<01:26,  9.94it/s]
DDIM Sampler:  14%|█▎        | 137/999 [00:16<01:24, 10.14it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 135.45it/s]
DDIM Sampler:  14%|█▍        | 139/999 [00:17<02:04,  6.93it/s]
DDIM Sampler:  14%|█▍        | 141/999 [00:17<01:49,  7.86it/s]
DDIM Sampler:  14%|█▍        | 142/999 [00:17<01:46,  8.06it/s]
DDIM Sampler:  14%|█▍        | 144/999 [00:17<01:36,  8.83it/s]
DDIM Sampler:  15%|█▍        | 145/999 [00:17<01:35,  8.96it/s]
DDIM Sampler:  15%|█▍        | 146/999 [00:18<01:33,  9.16it/s]
DDIM Sampler:  15%|█▍        | 148/999 [00:18<01:26,  9.89it/s]
DDIM Sampler:  15%|█▌        | 150/999 [00:18<01:26,  9.83it/s]
DDIM Sampler:  15%|█▌        | 152/999 [00:18<01:23, 10.11it/s]
DDIM Sampler:  15%|█▌        | 154/999 [00:18<01:21, 10.34it/s]
DDIM Sampler:  16%|█▌        | 156/999 [00:19<01:24, 10.02it/s]
DDIM Sampler:  16%|█▌        | 158/999 [00:19<01:24,  9.94it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 119.17it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 118.75it/s]
DDIM Sampler:  16%|█▌        | 160/999 [00:19<02:04,  6.74it/s]
DDIM Sampler:  16%|█▌        | 162/999 [00:19<01:50,  7.56it/s]
DDIM Sampler:  16%|█▋        | 163/999 [00:20<01:46,  7.87it/s]
DDIM Sampler:  16%|█▋        | 164/999 [00:20<01:41,  8.22it/s]
DDIM Sampler:  17%|█▋        | 165/999 [00:20<01:38,  8.44it/s]
DDIM Sampler:  17%|█▋        | 166/999 [00:20<01:35,  8.72it/s]
DDIM Sampler:  17%|█▋        | 168/999 [00:20<01:26,  9.58it/s]
DDIM Sampler:  17%|█▋        | 170/999 [00:20<01:22, 10.08it/s]
DDIM Sampler:  17%|█▋        | 172/999 [00:20<01:19, 10.38it/s]
DDIM Sampler:  17%|█▋        | 174/999 [00:21<01:18, 10.49it/s]
DDIM Sampler:  18%|█▊        | 176/999 [00:21<01:20, 10.23it/s]
DDIM Sampler:  18%|█▊        | 178/999 [00:21<01:22, 10.01it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.98it/s]
DDIM Sampler:  18%|█▊        | 180/999 [00:21<01:59,  6.87it/s]
DDIM Sampler:  18%|█▊        | 182/999 [00:22<01:45,  7.72it/s]
DDIM Sampler:  18%|█▊        | 184/999 [00:22<01:37,  8.34it/s]
DDIM Sampler:  19%|█▊        | 185/999 [00:22<01:35,  8.54it/s]
DDIM Sampler:  19%|█▊        | 186/999 [00:22<01:33,  8.68it/s]
DDIM Sampler:  19%|█▉        | 188/999 [00:22<01:27,  9.27it/s]
DDIM Sampler:  19%|█▉        | 190/999 [00:22<01:24,  9.54it/s]
DDIM Sampler:  19%|█▉        | 191/999 [00:23<01:24,  9.61it/s]
DDIM Sampler:  19%|█▉        | 192/999 [00:23<01:23,  9.65it/s]
DDIM Sampler:  19%|█▉        | 194/999 [00:23<01:20,  9.97it/s]
DDIM Sampler:  20%|█▉        | 196/999 [00:23<01:18, 10.21it/s]
DDIM Sampler:  20%|█▉        | 198/999 [00:23<01:18, 10.20it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  50%|█████     | 6/12 [00:00<00:00, 46.11it/s]
Saving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 15.50it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 15.60it/s]
DDIM Sampler:  20%|██        | 200/999 [00:24<03:27,  3.86it/s]
DDIM Sampler:  20%|██        | 201/999 [00:25<03:03,  4.36it/s]
DDIM Sampler:  20%|██        | 202/999 [00:25<02:41,  4.94it/s]
DDIM Sampler:  20%|██        | 203/999 [00:25<02:22,  5.58it/s]
DDIM Sampler:  21%|██        | 205/999 [00:25<01:54,  6.96it/s]
DDIM Sampler:  21%|██        | 207/999 [00:25<01:38,  8.05it/s]
DDIM Sampler:  21%|██        | 209/999 [00:25<01:31,  8.60it/s]
DDIM Sampler:  21%|██        | 211/999 [00:26<01:28,  8.90it/s]
DDIM Sampler:  21%|██▏       | 213/999 [00:26<01:24,  9.25it/s]
DDIM Sampler:  22%|██▏       | 215/999 [00:26<01:21,  9.59it/s]
DDIM Sampler:  22%|██▏       | 217/999 [00:26<01:21,  9.56it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.32it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 115.99it/s]
DDIM Sampler:  22%|██▏       | 219/999 [00:27<01:58,  6.59it/s]
DDIM Sampler:  22%|██▏       | 221/999 [00:27<01:43,  7.49it/s]
DDIM Sampler:  22%|██▏       | 222/999 [00:27<01:40,  7.76it/s]
DDIM Sampler:  22%|██▏       | 223/999 [00:27<01:36,  8.03it/s]
DDIM Sampler:  22%|██▏       | 224/999 [00:27<01:33,  8.26it/s]
DDIM Sampler:  23%|██▎       | 226/999 [00:27<01:24,  9.11it/s]
DDIM Sampler:  23%|██▎       | 227/999 [00:27<01:23,  9.19it/s]
DDIM Sampler:  23%|██▎       | 228/999 [00:28<01:23,  9.23it/s]
DDIM Sampler:  23%|██▎       | 229/999 [00:28<01:23,  9.24it/s]
DDIM Sampler:  23%|██▎       | 231/999 [00:28<01:17,  9.89it/s]
DDIM Sampler:  23%|██▎       | 233/999 [00:28<01:14, 10.31it/s]
DDIM Sampler:  24%|██▎       | 235/999 [00:28<01:11, 10.71it/s]
DDIM Sampler:  24%|██▎       | 237/999 [00:28<01:09, 10.93it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps:  92%|█████████▏| 11/12 [00:00<00:00, 106.32it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 57.50it/s]
DDIM Sampler:  24%|██▍       | 239/999 [00:29<02:05,  6.04it/s]
DDIM Sampler:  24%|██▍       | 241/999 [00:29<01:47,  7.08it/s]
DDIM Sampler:  24%|██▍       | 243/999 [00:29<01:34,  8.03it/s]
DDIM Sampler:  25%|██▍       | 245/999 [00:30<01:25,  8.82it/s]
DDIM Sampler:  25%|██▍       | 247/999 [00:30<01:21,  9.27it/s]
DDIM Sampler:  25%|██▍       | 249/999 [00:30<01:20,  9.30it/s]
DDIM Sampler:  25%|██▌       | 251/999 [00:30<01:20,  9.24it/s]
DDIM Sampler:  25%|██▌       | 252/999 [00:30<01:20,  9.27it/s]
DDIM Sampler:  25%|██▌       | 253/999 [00:30<01:20,  9.32it/s]
DDIM Sampler:  25%|██▌       | 254/999 [00:30<01:21,  9.15it/s]
DDIM Sampler:  26%|██▌       | 255/999 [00:31<01:21,  9.13it/s]
DDIM Sampler:  26%|██▌       | 256/999 [00:31<01:19,  9.34it/s]
DDIM Sampler:  26%|██▌       | 257/999 [00:31<01:19,  9.35it/s]
DDIM Sampler:  26%|██▌       | 258/999 [00:31<01:18,  9.43it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 110.02it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 109.50it/s]
DDIM Sampler:  26%|██▌       | 259/999 [00:31<02:34,  4.80it/s]
DDIM Sampler:  26%|██▌       | 261/999 [00:32<01:57,  6.26it/s]
DDIM Sampler:  26%|██▌       | 262/999 [00:32<01:50,  6.69it/s]
DDIM Sampler:  26%|██▋       | 263/999 [00:32<01:43,  7.13it/s]
DDIM Sampler:  26%|██▋       | 264/999 [00:32<01:35,  7.67it/s]
DDIM Sampler:  27%|██▋       | 266/999 [00:32<01:23,  8.82it/s]
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Sampled images and extracted features saved in: ./outputs_real
Global seed set to 50
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Data shape for DDIM sampling is (3, 4, 64, 64), eta 0.0
Running DDIM Sampling with 50 timesteps
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PnP results saved in: ./outputs_real/translations/10.0_a_photo_of_robots_dancing; ./outputs_real/translations/10.0_a_cartoon_of_a_couple_dancing; ./outputs_real/translations/10.0_a_photo_of_a_wooden_sculpture_of_a_couple_dancing

Prediction

daanelson/plug_and_play_image_translation:c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d

Model

daanelson/plug_and_play_image_translation:c88bde4d

yrspyimnubay5ptoe5knqcywri

Status

Succeeded

Source

Web

Hardware

–

Total duration

67.3s

Created

about 2 years ago

Input

scale: 10
negative_prompt: A painting of gold fishes
generation_prompt: A painting of gold fishes
translation_prompts: a photo of sharks in the ocean; A photo of a borrito;A photo of a wooden statue
negative_prompt_alpha: 1
feature_injection_threshold: 0.8

{
  "scale": 10,
  "negative_prompt": "A painting of gold fishes",
  "generation_prompt": "A painting of gold fishes",
  "translation_prompts": "a photo of sharks in the ocean; A photo of a borrito;A photo of a wooden statue",
  "negative_prompt_alpha": 1,
  "feature_injection_threshold": 0.8
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "daanelson/plug_and_play_image_translation:c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d",
  {
    input: {
      scale: 10,
      negative_prompt: "A painting of gold fishes",
      generation_prompt: "A painting of gold fishes",
      translation_prompts: "a photo of sharks in the ocean; A photo of a borrito;A photo of a wooden statue",
      negative_prompt_alpha: 1,
      feature_injection_threshold: 0.8
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "daanelson/plug_and_play_image_translation:c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d",
    input={
        "scale": 10,
        "negative_prompt": "A painting of gold fishes",
        "generation_prompt": "A painting of gold fishes",
        "translation_prompts": "a photo of sharks in the ocean; A photo of a borrito;A photo of a wooden statue",
        "negative_prompt_alpha": 1,
        "feature_injection_threshold": 0.8
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run daanelson/plug_and_play_image_translation 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": "c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d",
    "input": {
      "scale": 10,
      "negative_prompt": "A painting of gold fishes",
      "generation_prompt": "A painting of gold fishes",
      "translation_prompts": "a photo of sharks in the ocean; A photo of a borrito;A photo of a wooden statue",
      "negative_prompt_alpha": 1,
      "feature_injection_threshold": 0.8
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2023-02-12T18:25:02.499606Z",
  "created_at": "2023-02-12T18:23:55.221020Z",
  "data_removed": false,
  "error": null,
  "id": "yrspyimnubay5ptoe5knqcywri",
  "input": {
    "scale": 10,
    "negative_prompt": "A painting of gold fishes",
    "generation_prompt": "A painting of gold fishes",
    "translation_prompts": "a photo of sharks in the ocean; A photo of a borrito;A photo of a wooden statue",
    "negative_prompt_alpha": 1,
    "feature_injection_threshold": 0.8
  },
  "logs": "Global seed set to 50\nData shape for DDIM sampling is (1, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 50 timesteps\nSelected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341\n361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701\n721 741 761 781 801 821 841 861 881 901 921 941 961 981]\nDDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 114.52it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 114.15it/s]\nDDIM Sampler:   2%|▏         | 1/50 [00:00<00:18,  2.59it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 125.95it/s]\nDDIM Sampler:   4%|▍         | 2/50 [00:00<00:17,  2.67it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.74it/s]\nDDIM Sampler:   6%|▌         | 3/50 [00:01<00:18,  2.61it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.65it/s]\nDDIM Sampler:   8%|▊         | 4/50 [00:01<00:17,  2.57it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 124.81it/s]\nDDIM Sampler:  10%|█         | 5/50 [00:01<00:17,  2.56it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 110.92it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 110.62it/s]\nDDIM Sampler:  12%|█▏        | 6/50 [00:02<00:17,  2.50it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.47it/s]\nDDIM Sampler:  14%|█▍        | 7/50 [00:02<00:17,  2.49it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.64it/s]\nDDIM Sampler:  16%|█▌        | 8/50 [00:03<00:16,  2.47it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.71it/s]\nDDIM Sampler:  18%|█▊        | 9/50 [00:03<00:16,  2.44it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.65it/s]\nDDIM Sampler:  20%|██        | 10/50 [00:04<00:16,  2.44it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.47it/s]\nDDIM Sampler:  22%|██▏       | 11/50 [00:04<00:15,  2.45it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.72it/s]\nDDIM Sampler:  24%|██▍       | 12/50 [00:04<00:15,  2.47it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.80it/s]\nDDIM Sampler:  26%|██▌       | 13/50 [00:05<00:14,  2.50it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 124.25it/s]\nDDIM Sampler:  28%|██▊       | 14/50 [00:05<00:14,  2.52it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.62it/s]\nDDIM Sampler: 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Sampler:  38%|███▊      | 19/50 [00:07<00:12,  2.52it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.59it/s]\nDDIM Sampler:  40%|████      | 20/50 [00:07<00:11,  2.53it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.87it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.58it/s]\nDDIM Sampler:  42%|████▏     | 21/50 [00:08<00:11,  2.51it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.09it/s]\nDDIM Sampler:  44%|████▍     | 22/50 [00:08<00:11,  2.51it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.87it/s]\nDDIM Sampler:  46%|████▌     | 23/50 [00:09<00:10,  2.51it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.70it/s]\nDDIM Sampler:  48%|████▊     | 24/50 [00:09<00:10,  2.52it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.39it/s]\nDDIM Sampler:  50%|█████     | 25/50 [00:09<00:09,  2.53it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.26it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.96it/s]\nDDIM Sampler:  52%|█████▏    | 26/50 [00:10<00:09,  2.51it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 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[00:13<00:05,  2.70it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 132.06it/s]\nDDIM Sampler:  72%|███████▏  | 36/50 [00:14<00:05,  2.74it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 132.69it/s]\nDDIM Sampler:  74%|███████▍  | 37/50 [00:14<00:04,  2.77it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.09it/s]\nDDIM Sampler:  76%|███████▌  | 38/50 [00:14<00:04,  2.79it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.78it/s]\nDDIM Sampler:  78%|███████▊  | 39/50 [00:15<00:03,  2.81it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.43it/s]\nDDIM Sampler:  80%|████████  | 40/50 [00:15<00:03,  2.83it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 131.08it/s]\nDDIM Sampler:  82%|████████▏ | 41/50 [00:15<00:03,  2.85it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.74it/s]\nDDIM Sampler:  84%|████████▍ | 42/50 [00:16<00:02,  2.86it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.11it/s]\nDDIM Sampler:  86%|████████▌ | 43/50 [00:16<00:02,  2.87it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 131.07it/s]\nDDIM Sampler:  88%|████████▊ | 44/50 [00:16<00:02,  2.88it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 124.19it/s]\nDDIM Sampler:  90%|█████████ | 45/50 [00:17<00:01,  2.88it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.27it/s]\nDDIM Sampler:  92%|█████████▏| 46/50 [00:17<00:01,  2.90it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.85it/s]\nDDIM Sampler:  94%|█████████▍| 47/50 [00:17<00:01,  2.91it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.63it/s]\nDDIM Sampler:  96%|█████████▌| 48/50 [00:18<00:00,  2.92it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.47it/s]\nDDIM Sampler:  98%|█████████▊| 49/50 [00:18<00:00,  2.93it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.55it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:18<00:00,  2.94it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:18<00:00,  2.64it/s]\nSampled images and extracted features saved in: ./outputs_gen\nGlobal seed set to 50\nloading source experiment features:   0%|          | 0/50 [00:00<?, ?it/s]\nloading source experiment features:   8%|▊         | 4/50 [00:00<00:01, 31.33it/s]\nloading source experiment features:  16%|█▌        | 8/50 [00:00<00:01, 31.85it/s]\nloading source experiment features:  24%|██▍       | 12/50 [00:00<00:01, 32.51it/s]\nloading source experiment features:  32%|███▏      | 16/50 [00:00<00:01, 32.53it/s]\nloading source experiment features:  40%|████      | 20/50 [00:00<00:00, 32.19it/s]\nloading source experiment features:  48%|████▊     | 24/50 [00:00<00:00, 32.06it/s]\nloading source experiment features: 100%|██████████| 50/50 [00:00<00:00, 60.50it/s]\nData shape for DDIM sampling is (3, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 50 timesteps\nDDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]\nDDIM Sampler:   2%|▏         | 1/50 [00:00<00:38,  1.26it/s]\nDDIM Sampler:   4%|▍         | 2/50 [00:01<00:38,  1.24it/s]\nDDIM Sampler:   6%|▌         | 3/50 [00:02<00:39,  1.19it/s]\nDDIM Sampler:   8%|▊         | 4/50 [00:03<00:39,  1.18it/s]\nDDIM Sampler:  10%|█         | 5/50 [00:04<00:38,  1.16it/s]\nDDIM Sampler:  12%|█▏        | 6/50 [00:05<00:38,  1.15it/s]\nDDIM Sampler:  14%|█▍        | 7/50 [00:06<00:37,  1.15it/s]\nDDIM Sampler:  16%|█▌        | 8/50 [00:06<00:36,  1.14it/s]\nDDIM Sampler:  18%|█▊        | 9/50 [00:07<00:35,  1.14it/s]\nDDIM Sampler:  20%|██        | 10/50 [00:08<00:35,  1.14it/s]\nDDIM Sampler:  22%|██▏       | 11/50 [00:09<00:34,  1.14it/s]\nDDIM Sampler:  24%|██▍       | 12/50 [00:10<00:33,  1.14it/s]\nDDIM Sampler:  26%|██▌       | 13/50 [00:11<00:32,  1.14it/s]\nDDIM Sampler:  28%|██▊       | 14/50 [00:12<00:31,  1.14it/s]\nDDIM Sampler:  30%|███       | 15/50 [00:13<00:30,  1.13it/s]\nDDIM Sampler:  32%|███▏      | 16/50 [00:13<00:30,  1.13it/s]\nDDIM Sampler:  34%|███▍      | 17/50 [00:14<00:29,  1.12it/s]\nDDIM Sampler:  36%|███▌      | 18/50 [00:15<00:28,  1.12it/s]\nDDIM Sampler:  38%|███▊      | 19/50 [00:16<00:27,  1.12it/s]\nDDIM Sampler:  40%|████      | 20/50 [00:17<00:26,  1.11it/s]\nDDIM Sampler:  42%|████▏     | 21/50 [00:18<00:26,  1.11it/s]\nDDIM Sampler:  44%|████▍     | 22/50 [00:19<00:25,  1.10it/s]\nDDIM Sampler:  46%|████▌     | 23/50 [00:20<00:24,  1.10it/s]\nDDIM Sampler:  48%|████▊     | 24/50 [00:21<00:23,  1.10it/s]\nDDIM Sampler:  50%|█████     | 25/50 [00:22<00:22,  1.10it/s]\nDDIM Sampler:  52%|█████▏    | 26/50 [00:22<00:21,  1.11it/s]\nDDIM Sampler:  54%|█████▍    | 27/50 [00:23<00:20,  1.11it/s]\nDDIM Sampler:  56%|█████▌    | 28/50 [00:24<00:19,  1.11it/s]\nDDIM Sampler:  58%|█████▊    | 29/50 [00:25<00:18,  1.11it/s]\nDDIM Sampler:  60%|██████    | 30/50 [00:26<00:18,  1.11it/s]\nDDIM Sampler:  62%|██████▏   | 31/50 [00:27<00:17,  1.11it/s]\nDDIM Sampler:  64%|██████▍   | 32/50 [00:28<00:16,  1.11it/s]\nDDIM Sampler:  66%|██████▌   | 33/50 [00:29<00:15,  1.11it/s]\nDDIM Sampler:  68%|██████▊   | 34/50 [00:30<00:14,  1.12it/s]\nDDIM Sampler:  70%|███████   | 35/50 [00:31<00:13,  1.12it/s]\nDDIM Sampler:  72%|███████▏  | 36/50 [00:31<00:12,  1.12it/s]\nDDIM Sampler:  74%|███████▍  | 37/50 [00:32<00:11,  1.13it/s]\nDDIM Sampler:  76%|███████▌  | 38/50 [00:33<00:10,  1.13it/s]\nDDIM Sampler:  78%|███████▊  | 39/50 [00:34<00:09,  1.13it/s]\nDDIM Sampler:  80%|████████  | 40/50 [00:35<00:08,  1.14it/s]\nDDIM Sampler:  82%|████████▏ | 41/50 [00:36<00:07,  1.14it/s]\nDDIM Sampler:  84%|████████▍ | 42/50 [00:37<00:06,  1.14it/s]\nDDIM Sampler:  86%|████████▌ | 43/50 [00:38<00:06,  1.15it/s]\nDDIM Sampler:  88%|████████▊ | 44/50 [00:38<00:05,  1.15it/s]\nDDIM Sampler:  90%|█████████ | 45/50 [00:39<00:04,  1.16it/s]\nDDIM Sampler:  92%|█████████▏| 46/50 [00:40<00:03,  1.16it/s]\nDDIM Sampler:  94%|█████████▍| 47/50 [00:41<00:02,  1.16it/s]\nDDIM Sampler:  96%|█████████▌| 48/50 [00:42<00:01,  1.16it/s]\nDDIM Sampler:  98%|█████████▊| 49/50 [00:43<00:00,  1.17it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:44<00:00,  1.17it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:44<00:00,  1.13it/s]\nPnP results saved in: ./outputs_gen/translations/10.0_a_photo_of_sharks_in_the_ocean; ./outputs_gen/translations/10.0__A_photo_of_a_borrito; ./outputs_gen/translations/10.0_A_photo_of_a_wooden_statue",
  "metrics": {
    "predict_time": 67.217903,
    "total_time": 67.278586
  },
  "output": [
    "https://replicate.delivery/pbxt/H3jSfEloF50mbarbQQ0FqPoAc0lA8PhecOWGEGj1Uj87DudQA/0.png",
    "https://replicate.delivery/pbxt/G07DSAEzfVVHHS0y4USLov1eCcdqULv3NOgVZk0Wbcf5Hc7gA/INJECTION_T_40_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP_A_painting_of_gold_fishes_sample_0.png",
    "https://replicate.delivery/pbxt/fGYj172u6J2mdiF4Wo7K4X2GF7P2MW9R3zAzPDs8HVneDudQA/INJECTION_T_40_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP_A_painting_of_gold_fishes_sample_1.png",
    "https://replicate.delivery/pbxt/d9QUbCblCGaNPJrE5Ia4lapmEi8fGAPvjxdKqKzNOjoeDudQA/INJECTION_T_40_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP_A_painting_of_gold_fishes_sample_2.png"
  ],
  "started_at": "2023-02-12T18:23:55.281703Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/yrspyimnubay5ptoe5knqcywri",
    "cancel": "https://api.replicate.com/v1/predictions/yrspyimnubay5ptoe5knqcywri/cancel"
  },
  "version": "c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d"
}

Generated in

67.2 seconds

Tweak it Share Report

Global seed set to 50
Data shape for DDIM sampling is (1, 4, 64, 64), eta 0.0
Running DDIM Sampling with 50 timesteps
Selected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341
361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701
721 741 761 781 801 821 841 861 881 901 921 941 961 981]
DDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 114.15it/s]
DDIM Sampler:   2%|▏         | 1/50 [00:00<00:18,  2.59it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 125.95it/s]
DDIM Sampler:   4%|▍         | 2/50 [00:00<00:17,  2.67it/s]
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DDIM Sampler:   6%|▌         | 3/50 [00:01<00:18,  2.61it/s]
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DDIM Sampler:   8%|▊         | 4/50 [00:01<00:17,  2.57it/s]
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DDIM Sampler:  10%|█         | 5/50 [00:01<00:17,  2.56it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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DDIM Sampler:  12%|█▏        | 6/50 [00:02<00:17,  2.50it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.47it/s]
DDIM Sampler:  14%|█▍        | 7/50 [00:02<00:17,  2.49it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.64it/s]
DDIM Sampler:  16%|█▌        | 8/50 [00:03<00:16,  2.47it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.71it/s]
DDIM Sampler:  18%|█▊        | 9/50 [00:03<00:16,  2.44it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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DDIM Sampler:  20%|██        | 10/50 [00:04<00:16,  2.44it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.47it/s]
DDIM Sampler:  22%|██▏       | 11/50 [00:04<00:15,  2.45it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.72it/s]
DDIM Sampler:  24%|██▍       | 12/50 [00:04<00:15,  2.47it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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DDIM Sampler:  26%|██▌       | 13/50 [00:05<00:14,  2.50it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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DDIM Sampler:  28%|██▊       | 14/50 [00:05<00:14,  2.52it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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DDIM Sampler:  30%|███       | 15/50 [00:05<00:13,  2.53it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.86it/s]
DDIM Sampler:  32%|███▏      | 16/50 [00:06<00:13,  2.50it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.00it/s]
DDIM Sampler:  34%|███▍      | 17/50 [00:06<00:13,  2.51it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.69it/s]
DDIM Sampler:  36%|███▌      | 18/50 [00:07<00:12,  2.52it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.05it/s]
DDIM Sampler:  38%|███▊      | 19/50 [00:07<00:12,  2.52it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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DDIM Sampler:  40%|████      | 20/50 [00:07<00:11,  2.53it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.87it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.58it/s]
DDIM Sampler:  42%|████▏     | 21/50 [00:08<00:11,  2.51it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.09it/s]
DDIM Sampler:  44%|████▍     | 22/50 [00:08<00:11,  2.51it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.87it/s]
DDIM Sampler:  46%|████▌     | 23/50 [00:09<00:10,  2.51it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.70it/s]
DDIM Sampler:  48%|████▊     | 24/50 [00:09<00:10,  2.52it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.39it/s]
DDIM Sampler:  50%|█████     | 25/50 [00:09<00:09,  2.53it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.26it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.96it/s]
DDIM Sampler:  52%|█████▏    | 26/50 [00:10<00:09,  2.51it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 132.21it/s]
DDIM Sampler:  54%|█████▍    | 27/50 [00:10<00:09,  2.54it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.15it/s]
DDIM Sampler:  56%|█████▌    | 28/50 [00:11<00:08,  2.55it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.25it/s]
DDIM Sampler:  58%|█████▊    | 29/50 [00:11<00:08,  2.56it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
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DDIM Sampler:  60%|██████    | 30/50 [00:11<00:07,  2.58it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 124.20it/s]
DDIM Sampler:  62%|██████▏   | 31/50 [00:12<00:07,  2.61it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 125.24it/s]
DDIM Sampler:  64%|██████▍   | 32/50 [00:12<00:06,  2.64it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 131.16it/s]
DDIM Sampler:  66%|██████▌   | 33/50 [00:12<00:06,  2.68it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.04it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 110.71it/s]
DDIM Sampler:  68%|██████▊   | 34/50 [00:13<00:05,  2.67it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.32it/s]
DDIM Sampler:  70%|███████   | 35/50 [00:13<00:05,  2.70it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 132.06it/s]
DDIM Sampler:  72%|███████▏  | 36/50 [00:14<00:05,  2.74it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 132.69it/s]
DDIM Sampler:  74%|███████▍  | 37/50 [00:14<00:04,  2.77it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.09it/s]
DDIM Sampler:  76%|███████▌  | 38/50 [00:14<00:04,  2.79it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.78it/s]
DDIM Sampler:  78%|███████▊  | 39/50 [00:15<00:03,  2.81it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.43it/s]
DDIM Sampler:  80%|████████  | 40/50 [00:15<00:03,  2.83it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 131.08it/s]
DDIM Sampler:  82%|████████▏ | 41/50 [00:15<00:03,  2.85it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.74it/s]
DDIM Sampler:  84%|████████▍ | 42/50 [00:16<00:02,  2.86it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.11it/s]
DDIM Sampler:  86%|████████▌ | 43/50 [00:16<00:02,  2.87it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 131.07it/s]
DDIM Sampler:  88%|████████▊ | 44/50 [00:16<00:02,  2.88it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 124.19it/s]
DDIM Sampler:  90%|█████████ | 45/50 [00:17<00:01,  2.88it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.27it/s]
DDIM Sampler:  92%|█████████▏| 46/50 [00:17<00:01,  2.90it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.85it/s]
DDIM Sampler:  94%|█████████▍| 47/50 [00:17<00:01,  2.91it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.63it/s]
DDIM Sampler:  96%|█████████▌| 48/50 [00:18<00:00,  2.92it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.47it/s]
DDIM Sampler:  98%|█████████▊| 49/50 [00:18<00:00,  2.93it/s]
Saving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]
Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 130.55it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:18<00:00,  2.94it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:18<00:00,  2.64it/s]
Sampled images and extracted features saved in: ./outputs_gen
Global seed set to 50
loading source experiment features:   0%|          | 0/50 [00:00<?, ?it/s]
loading source experiment features:   8%|▊         | 4/50 [00:00<00:01, 31.33it/s]
loading source experiment features:  16%|█▌        | 8/50 [00:00<00:01, 31.85it/s]
loading source experiment features:  24%|██▍       | 12/50 [00:00<00:01, 32.51it/s]
loading source experiment features:  32%|███▏      | 16/50 [00:00<00:01, 32.53it/s]
loading source experiment features:  40%|████      | 20/50 [00:00<00:00, 32.19it/s]
loading source experiment features:  48%|████▊     | 24/50 [00:00<00:00, 32.06it/s]
loading source experiment features: 100%|██████████| 50/50 [00:00<00:00, 60.50it/s]
Data shape for DDIM sampling is (3, 4, 64, 64), eta 0.0
Running DDIM Sampling with 50 timesteps
DDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]
DDIM Sampler:   2%|▏         | 1/50 [00:00<00:38,  1.26it/s]
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DDIM Sampler:  10%|█         | 5/50 [00:04<00:38,  1.16it/s]
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DDIM Sampler:  38%|███▊      | 19/50 [00:16<00:27,  1.12it/s]
DDIM Sampler:  40%|████      | 20/50 [00:17<00:26,  1.11it/s]
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DDIM Sampler:  90%|█████████ | 45/50 [00:39<00:04,  1.16it/s]
DDIM Sampler:  92%|█████████▏| 46/50 [00:40<00:03,  1.16it/s]
DDIM Sampler:  94%|█████████▍| 47/50 [00:41<00:02,  1.16it/s]
DDIM Sampler:  96%|█████████▌| 48/50 [00:42<00:01,  1.16it/s]
DDIM Sampler:  98%|█████████▊| 49/50 [00:43<00:00,  1.17it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:44<00:00,  1.17it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:44<00:00,  1.13it/s]
PnP results saved in: ./outputs_gen/translations/10.0_a_photo_of_sharks_in_the_ocean; ./outputs_gen/translations/10.0__A_photo_of_a_borrito; ./outputs_gen/translations/10.0_A_photo_of_a_wooden_statue

Prediction

daanelson/plug_and_play_image_translation:c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d

Model

daanelson/plug_and_play_image_translation:c88bde4d

hnivgxz7pran3ferxozq4rc2te

Status

Succeeded

Source

Web

Hardware

–

Total duration

64.7s

Created

about 2 years ago

Input

scale: 7.5
generation_prompt: A photo of a football
translation_prompts: A smiling emoji on a grass background; A painting of a cake; A photo of Earth from the moon
feature_injection_threshold: "0.2"

{
  "scale": 7.5,
  "generation_prompt": "A photo of a football",
  "translation_prompts": "A smiling emoji on a grass background; A painting of a cake; A photo of Earth from the moon",
  "feature_injection_threshold": "0.2"
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "daanelson/plug_and_play_image_translation:c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d",
  {
    input: {
      scale: 7.5,
      generation_prompt: "A photo of a football",
      translation_prompts: "A smiling emoji on a grass background; A painting of a cake; A photo of Earth from the moon",
      feature_injection_threshold: "0.2"
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Import the client:

import replicate

Run daanelson/plug_and_play_image_translation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "daanelson/plug_and_play_image_translation:c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d",
    input={
        "scale": 7.5,
        "generation_prompt": "A photo of a football",
        "translation_prompts": "A smiling emoji on a grass background; A painting of a cake; A photo of Earth from the moon",
        "feature_injection_threshold": "0.2"
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Run daanelson/plug_and_play_image_translation 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": "c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d",
    "input": {
      "scale": 7.5,
      "generation_prompt": "A photo of a football",
      "translation_prompts": "A smiling emoji on a grass background; A painting of a cake; A photo of Earth from the moon",
      "feature_injection_threshold": "0.2"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2023-02-12T18:50:47.727548Z",
  "created_at": "2023-02-12T18:49:43.011066Z",
  "data_removed": false,
  "error": null,
  "id": "hnivgxz7pran3ferxozq4rc2te",
  "input": {
    "scale": 7.5,
    "generation_prompt": "A photo of a football",
    "translation_prompts": "A smiling emoji on a grass background; A painting of a cake; A photo of Earth from the moon",
    "feature_injection_threshold": "0.2"
  },
  "logs": "Global seed set to 50\nData shape for DDIM sampling is (1, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 50 timesteps\nSelected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341\n361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701\n721 741 761 781 801 821 841 861 881 901 921 941 961 981]\nDDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 117.22it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.88it/s]\nDDIM Sampler:   2%|▏         | 1/50 [00:00<00:20,  2.41it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.60it/s]\nDDIM Sampler:   4%|▍         | 2/50 [00:00<00:19,  2.49it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 125.70it/s]\nDDIM Sampler:   6%|▌         | 3/50 [00:01<00:18,  2.54it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.18it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 111.84it/s]\nDDIM Sampler:   8%|▊         | 4/50 [00:01<00:18,  2.53it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.44it/s]\nDDIM Sampler:  10%|█         | 5/50 [00:01<00:17,  2.57it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.00it/s]\nDDIM Sampler:  12%|█▏        | 6/50 [00:02<00:17,  2.58it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.57it/s]\nDDIM Sampler:  14%|█▍        | 7/50 [00:02<00:16,  2.54it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 125.70it/s]\nDDIM Sampler:  16%|█▌        | 8/50 [00:03<00:16,  2.54it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 109.66it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 109.35it/s]\nDDIM Sampler:  18%|█▊        | 9/50 [00:03<00:16,  2.50it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.62it/s]\nDDIM Sampler:  20%|██        | 10/50 [00:03<00:15,  2.52it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.11it/s]\nDDIM Sampler:  22%|██▏       | 11/50 [00:04<00:15,  2.54it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.44it/s]\nDDIM Sampler:  24%|██▍       | 12/50 [00:04<00:14,  2.55it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.04it/s]\nDDIM Sampler:  26%|██▌       | 13/50 [00:05<00:14,  2.56it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.75it/s]\nDDIM Sampler:  28%|██▊       | 14/50 [00:05<00:14,  2.55it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.44it/s]\nDDIM Sampler:  30%|███       | 15/50 [00:05<00:13,  2.56it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 129.24it/s]\nDDIM Sampler:  32%|███▏      | 16/50 [00:06<00:13,  2.56it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.66it/s]\nDDIM Sampler:  34%|███▍      | 17/50 [00:06<00:12,  2.55it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.23it/s]\nDDIM Sampler:  36%|███▌      | 18/50 [00:07<00:12,  2.55it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.66it/s]\nDDIM Sampler:  38%|███▊      | 19/50 [00:07<00:12,  2.54it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.74it/s]\nDDIM Sampler:  40%|████      | 20/50 [00:07<00:11,  2.52it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.35it/s]\nDDIM Sampler:  42%|████▏     | 21/50 [00:08<00:11,  2.52it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.14it/s]\nDDIM Sampler:  44%|████▍     | 22/50 [00:08<00:11,  2.52it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 131.05it/s]\nDDIM Sampler:  46%|████▌     | 23/50 [00:09<00:10,  2.53it/s]\nSaving input blocks 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feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.48it/s]\nDDIM Sampler:  56%|█████▌    | 28/50 [00:11<00:08,  2.57it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.98it/s]\nDDIM Sampler:  58%|█████▊    | 29/50 [00:11<00:08,  2.57it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.56it/s]\nDDIM Sampler:  60%|██████    | 30/50 [00:11<00:07,  2.59it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.22it/s]\nDDIM Sampler:  62%|██████▏   | 31/50 [00:12<00:07,  2.61it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps:  83%|████████▎ | 10/12 [00:00<00:00, 93.56it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 76.81it/s]\nDDIM Sampler:  64%|██████▍   | 32/50 [00:12<00:07,  2.51it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.66it/s]\nDDIM Sampler:  66%|██████▌   | 33/50 [00:12<00:06,  2.56it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.78it/s]\nDDIM Sampler:  68%|██████▊   | 34/50 [00:13<00:06,  2.60it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.66it/s]\nDDIM Sampler:  70%|███████   | 35/50 [00:13<00:05,  2.63it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.22it/s]\nDDIM Sampler:  72%|███████▏  | 36/50 [00:14<00:05,  2.65it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 119.30it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 118.93it/s]\nDDIM Sampler:  74%|███████▍  | 37/50 [00:14<00:04,  2.66it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.76it/s]\nDDIM Sampler:  76%|███████▌  | 38/50 [00:14<00:04,  2.66it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.95it/s]\nDDIM Sampler:  78%|███████▊  | 39/50 [00:15<00:04,  2.67it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 110.75it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 110.41it/s]\nDDIM Sampler:  80%|████████  | 40/50 [00:15<00:03,  2.64it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 124.93it/s]\nDDIM Sampler:  82%|████████▏ | 41/50 [00:15<00:03,  2.67it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.08it/s]\nDDIM Sampler:  84%|████████▍ | 42/50 [00:16<00:02,  2.70it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 124.36it/s]\nDDIM Sampler:  86%|████████▌ | 43/50 [00:16<00:02,  2.71it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 128.77it/s]\nDDIM Sampler:  88%|████████▊ | 44/50 [00:17<00:02,  2.74it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 125.31it/s]\nDDIM Sampler:  90%|█████████ | 45/50 [00:17<00:01,  2.75it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.23it/s]\nDDIM Sampler:  92%|█████████▏| 46/50 [00:17<00:01,  2.76it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 126.88it/s]\nDDIM Sampler:  94%|█████████▍| 47/50 [00:18<00:01,  2.77it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.02it/s]\nDDIM Sampler:  96%|█████████▌| 48/50 [00:18<00:00,  2.77it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.29it/s]\nDDIM Sampler:  98%|█████████▊| 49/50 [00:18<00:00,  2.77it/s]\nSaving input blocks feature maps:   0%|          | 0/12 [00:00<?, ?it/s]\u001b[A\nSaving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 121.36it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:19<00:00,  2.77it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:19<00:00,  2.61it/s]\nSampled images and extracted features saved in: ./outputs_gen\nGlobal seed set to 50\nloading source experiment features:   0%|          | 0/50 [00:00<?, ?it/s]\nloading source experiment features:   8%|▊         | 4/50 [00:00<00:01, 31.42it/s]\nloading source experiment features:  16%|█▌        | 8/50 [00:00<00:01, 31.49it/s]\nloading source experiment features:  24%|██▍       | 12/50 [00:00<00:01, 32.57it/s]\nloading source experiment features:  32%|███▏      | 16/50 [00:00<00:01, 33.21it/s]\nloading source experiment features:  40%|████      | 20/50 [00:00<00:00, 33.11it/s]\nloading source experiment features:  48%|████▊     | 24/50 [00:00<00:00, 33.24it/s]\nloading source experiment features: 100%|██████████| 50/50 [00:00<00:00, 63.02it/s]\nData shape for DDIM sampling is (3, 4, 64, 64), eta 0.0\nRunning DDIM Sampling with 50 timesteps\nDDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]\nDDIM Sampler:   2%|▏         | 1/50 [00:00<00:37,  1.30it/s]\nDDIM Sampler:   4%|▍         | 2/50 [00:01<00:36,  1.32it/s]\nDDIM Sampler:   6%|▌         | 3/50 [00:02<00:35,  1.33it/s]\nDDIM Sampler:   8%|▊         | 4/50 [00:03<00:34,  1.33it/s]\nDDIM Sampler:  10%|█         | 5/50 [00:03<00:34,  1.31it/s]\nDDIM Sampler:  12%|█▏        | 6/50 [00:04<00:33,  1.30it/s]\nDDIM Sampler:  14%|█▍        | 7/50 [00:05<00:33,  1.29it/s]\nDDIM Sampler:  16%|█▌        | 8/50 [00:06<00:33,  1.26it/s]\nDDIM Sampler:  18%|█▊        | 9/50 [00:07<00:33,  1.24it/s]\nDDIM Sampler:  20%|██        | 10/50 [00:07<00:33,  1.21it/s]\nDDIM Sampler:  22%|██▏       | 11/50 [00:08<00:32,  1.19it/s]\nDDIM Sampler:  24%|██▍       | 12/50 [00:09<00:32,  1.17it/s]\nDDIM Sampler:  26%|██▌       | 13/50 [00:10<00:31,  1.16it/s]\nDDIM Sampler:  28%|██▊       | 14/50 [00:11<00:31,  1.15it/s]\nDDIM Sampler:  30%|███       | 15/50 [00:12<00:30,  1.15it/s]\nDDIM Sampler:  32%|███▏      | 16/50 [00:13<00:29,  1.15it/s]\nDDIM Sampler:  34%|███▍      | 17/50 [00:14<00:28,  1.15it/s]\nDDIM Sampler:  36%|███▌      | 18/50 [00:14<00:27,  1.15it/s]\nDDIM Sampler:  38%|███▊      | 19/50 [00:15<00:26,  1.15it/s]\nDDIM Sampler:  40%|████      | 20/50 [00:16<00:25,  1.15it/s]\nDDIM Sampler:  42%|████▏     | 21/50 [00:17<00:25,  1.16it/s]\nDDIM Sampler:  44%|████▍     | 22/50 [00:18<00:24,  1.16it/s]\nDDIM Sampler:  46%|████▌     | 23/50 [00:19<00:23,  1.16it/s]\nDDIM Sampler:  48%|████▊     | 24/50 [00:20<00:22,  1.17it/s]\nDDIM Sampler:  50%|█████     | 25/50 [00:20<00:21,  1.17it/s]\nDDIM Sampler:  52%|█████▏    | 26/50 [00:21<00:20,  1.18it/s]\nDDIM Sampler:  54%|█████▍    | 27/50 [00:22<00:19,  1.19it/s]\nDDIM Sampler:  56%|█████▌    | 28/50 [00:23<00:18,  1.19it/s]\nDDIM Sampler:  58%|█████▊    | 29/50 [00:24<00:17,  1.19it/s]\nDDIM Sampler:  60%|██████    | 30/50 [00:25<00:16,  1.20it/s]\nDDIM Sampler:  62%|██████▏   | 31/50 [00:25<00:15,  1.20it/s]\nDDIM Sampler:  64%|██████▍   | 32/50 [00:26<00:14,  1.20it/s]\nDDIM Sampler:  66%|██████▌   | 33/50 [00:27<00:14,  1.20it/s]\nDDIM Sampler:  68%|██████▊   | 34/50 [00:28<00:13,  1.20it/s]\nDDIM Sampler:  70%|███████   | 35/50 [00:29<00:12,  1.21it/s]\nDDIM Sampler:  72%|███████▏  | 36/50 [00:30<00:11,  1.21it/s]\nDDIM Sampler:  74%|███████▍  | 37/50 [00:30<00:10,  1.21it/s]\nDDIM Sampler:  76%|███████▌  | 38/50 [00:31<00:09,  1.22it/s]\nDDIM Sampler:  78%|███████▊  | 39/50 [00:32<00:09,  1.22it/s]\nDDIM Sampler:  80%|████████  | 40/50 [00:33<00:08,  1.22it/s]\nDDIM Sampler:  82%|████████▏ | 41/50 [00:34<00:07,  1.23it/s]\nDDIM Sampler:  84%|████████▍ | 42/50 [00:34<00:06,  1.23it/s]\nDDIM Sampler:  86%|████████▌ | 43/50 [00:35<00:05,  1.23it/s]\nDDIM Sampler:  88%|████████▊ | 44/50 [00:36<00:04,  1.24it/s]\nDDIM Sampler:  90%|█████████ | 45/50 [00:37<00:04,  1.24it/s]\nDDIM Sampler:  92%|█████████▏| 46/50 [00:38<00:03,  1.24it/s]\nDDIM Sampler:  94%|█████████▍| 47/50 [00:38<00:02,  1.25it/s]\nDDIM Sampler:  96%|█████████▌| 48/50 [00:39<00:01,  1.26it/s]\nDDIM Sampler:  98%|█████████▊| 49/50 [00:40<00:00,  1.26it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:41<00:00,  1.27it/s]\nDDIM Sampler: 100%|██████████| 50/50 [00:41<00:00,  1.21it/s]\nPnP results saved in: ./outputs_gen/translations/7.5_A_smiling_emoji_on_a_grass_background; ./outputs_gen/translations/7.5__A_painting_of_a_cake; ./outputs_gen/translations/7.5__A_photo_of_Earth_from_the_moon",
  "metrics": {
    "predict_time": 64.657006,
    "total_time": 64.716482
  },
  "output": [
    "https://replicate.delivery/pbxt/HtOiOct0HG5sDJhaVU21Uz15rMyAsslzqVjlizFiTe7CO3OIA/0.png",
    "https://replicate.delivery/pbxt/U5UWzXwxOdY5LRSj2FO0dQomhiju5xqKlKiuQYVFA9cBnbHE/INJECTION_T_10_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP__sample_0.png",
    "https://replicate.delivery/pbxt/lzqyvTzfhu1yPCeAheWlGvcGJflQnHvpG8kUpkewFEIygztDC/INJECTION_T_10_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP__sample_1.png",
    "https://replicate.delivery/pbxt/MPKgrLLGKn40JFIzshulxskuBQatf2Y2zkL7ttX4fAoHcudQA/INJECTION_T_10_STEPS_50_NP-ALPHA_1.0_SCHEDULE_linear_NP__sample_2.png"
  ],
  "started_at": "2023-02-12T18:49:43.070542Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/hnivgxz7pran3ferxozq4rc2te",
    "cancel": "https://api.replicate.com/v1/predictions/hnivgxz7pran3ferxozq4rc2te/cancel"
  },
  "version": "c88bde4d0a8412aee0058f735b4c9684c3260761d3508576eb8f8219f0bbd31d"
}

Generated in

64.7 seconds

Tweak it Share Report

Global seed set to 50
Data shape for DDIM sampling is (1, 4, 64, 64), eta 0.0
Running DDIM Sampling with 50 timesteps
Selected timesteps for ddim sampler: [  1  21  41  61  81 101 121 141 161 181 201 221 241 261 281 301 321 341
361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701
721 741 761 781 801 821 841 861 881 901 921 941 961 981]
DDIM Sampler:   0%|          | 0/50 [00:00<?, ?it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.88it/s]
DDIM Sampler:   2%|▏         | 1/50 [00:00<00:20,  2.41it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 122.60it/s]
DDIM Sampler:   4%|▍         | 2/50 [00:00<00:19,  2.49it/s]
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DDIM Sampler:   6%|▌         | 3/50 [00:01<00:18,  2.54it/s]
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DDIM Sampler:   8%|▊         | 4/50 [00:01<00:18,  2.53it/s]
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DDIM Sampler:  10%|█         | 5/50 [00:01<00:17,  2.57it/s]
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DDIM Sampler:  12%|█▏        | 6/50 [00:02<00:17,  2.58it/s]
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DDIM Sampler:  14%|█▍        | 7/50 [00:02<00:16,  2.54it/s]
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Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 125.70it/s]
DDIM Sampler:  16%|█▌        | 8/50 [00:03<00:16,  2.54it/s]
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DDIM Sampler:  18%|█▊        | 9/50 [00:03<00:16,  2.50it/s]
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DDIM Sampler:  20%|██        | 10/50 [00:03<00:15,  2.52it/s]
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DDIM Sampler:  22%|██▏       | 11/50 [00:04<00:15,  2.54it/s]
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DDIM Sampler:  24%|██▍       | 12/50 [00:04<00:14,  2.55it/s]
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DDIM Sampler:  26%|██▌       | 13/50 [00:05<00:14,  2.56it/s]
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DDIM Sampler:  28%|██▊       | 14/50 [00:05<00:14,  2.55it/s]
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DDIM Sampler:  30%|███       | 15/50 [00:05<00:13,  2.56it/s]
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DDIM Sampler:  32%|███▏      | 16/50 [00:06<00:13,  2.56it/s]
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DDIM Sampler:  34%|███▍      | 17/50 [00:06<00:12,  2.55it/s]
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DDIM Sampler:  36%|███▌      | 18/50 [00:07<00:12,  2.55it/s]
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DDIM Sampler:  38%|███▊      | 19/50 [00:07<00:12,  2.54it/s]
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DDIM Sampler:  40%|████      | 20/50 [00:07<00:11,  2.52it/s]
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DDIM Sampler:  42%|████▏     | 21/50 [00:08<00:11,  2.52it/s]
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DDIM Sampler:  44%|████▍     | 22/50 [00:08<00:11,  2.52it/s]
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DDIM Sampler:  46%|████▌     | 23/50 [00:09<00:10,  2.53it/s]
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DDIM Sampler:  48%|████▊     | 24/50 [00:09<00:10,  2.53it/s]
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DDIM Sampler:  50%|█████     | 25/50 [00:09<00:09,  2.54it/s]
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DDIM Sampler:  52%|█████▏    | 26/50 [00:10<00:09,  2.55it/s]
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DDIM Sampler:  54%|█████▍    | 27/50 [00:10<00:09,  2.55it/s]
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DDIM Sampler:  56%|█████▌    | 28/50 [00:11<00:08,  2.57it/s]
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DDIM Sampler:  58%|█████▊    | 29/50 [00:11<00:08,  2.57it/s]
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DDIM Sampler:  62%|██████▏   | 31/50 [00:12<00:07,  2.61it/s]
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DDIM Sampler:  64%|██████▍   | 32/50 [00:12<00:07,  2.51it/s]
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DDIM Sampler:  66%|██████▌   | 33/50 [00:12<00:06,  2.56it/s]
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DDIM Sampler:  68%|██████▊   | 34/50 [00:13<00:06,  2.60it/s]
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DDIM Sampler:  70%|███████   | 35/50 [00:13<00:05,  2.63it/s]
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DDIM Sampler:  72%|███████▏  | 36/50 [00:14<00:05,  2.65it/s]
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DDIM Sampler:  74%|███████▍  | 37/50 [00:14<00:04,  2.66it/s]
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DDIM Sampler:  76%|███████▌  | 38/50 [00:14<00:04,  2.66it/s]
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DDIM Sampler:  78%|███████▊  | 39/50 [00:15<00:04,  2.67it/s]
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DDIM Sampler:  80%|████████  | 40/50 [00:15<00:03,  2.64it/s]
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DDIM Sampler:  84%|████████▍ | 42/50 [00:16<00:02,  2.70it/s]
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DDIM Sampler:  92%|█████████▏| 46/50 [00:17<00:01,  2.76it/s]
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DDIM Sampler:  96%|█████████▌| 48/50 [00:18<00:00,  2.77it/s]
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DDIM Sampler:  98%|█████████▊| 49/50 [00:18<00:00,  2.77it/s]
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DDIM Sampler: 100%|██████████| 50/50 [00:19<00:00,  2.77it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:19<00:00,  2.61it/s]
Sampled images and extracted features saved in: ./outputs_gen
Global seed set to 50
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loading source experiment features: 100%|██████████| 50/50 [00:00<00:00, 63.02it/s]
Data shape for DDIM sampling is (3, 4, 64, 64), eta 0.0
Running DDIM Sampling with 50 timesteps
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DDIM Sampler:  70%|███████   | 35/50 [00:29<00:12,  1.21it/s]
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DDIM Sampler:  76%|███████▌  | 38/50 [00:31<00:09,  1.22it/s]
DDIM Sampler:  78%|███████▊  | 39/50 [00:32<00:09,  1.22it/s]
DDIM Sampler:  80%|████████  | 40/50 [00:33<00:08,  1.22it/s]
DDIM Sampler:  82%|████████▏ | 41/50 [00:34<00:07,  1.23it/s]
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DDIM Sampler:  86%|████████▌ | 43/50 [00:35<00:05,  1.23it/s]
DDIM Sampler:  88%|████████▊ | 44/50 [00:36<00:04,  1.24it/s]
DDIM Sampler:  90%|█████████ | 45/50 [00:37<00:04,  1.24it/s]
DDIM Sampler:  92%|█████████▏| 46/50 [00:38<00:03,  1.24it/s]
DDIM Sampler:  94%|█████████▍| 47/50 [00:38<00:02,  1.25it/s]
DDIM Sampler:  96%|█████████▌| 48/50 [00:39<00:01,  1.26it/s]
DDIM Sampler:  98%|█████████▊| 49/50 [00:40<00:00,  1.26it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:41<00:00,  1.27it/s]
DDIM Sampler: 100%|██████████| 50/50 [00:41<00:00,  1.21it/s]
PnP results saved in: ./outputs_gen/translations/7.5_A_smiling_emoji_on_a_grass_background; ./outputs_gen/translations/7.5__A_painting_of_a_cake; ./outputs_gen/translations/7.5__A_photo_of_Earth_from_the_moon

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daanelson / plug_and_play_image_translation

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Prediction

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Prediction

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Output

Logs (c3dmylmonrcwbcs3dkp6wtyrae)

Logs (lonnkbsomvedxmz4ypkudmy6bu)

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