Readme
This is a quick port of glid-3 to replicate, and the official repository is here https://github.com/Jack000/glid-3. This model is much quicker than GLID-3-XL or PixRay– good for generating a dozen images at once. But lower quality.
Generate images quickly with GLID-3 (non-xl)
Run this model in Node.js with one line of code:
npm install replicate
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import Replicate from "replicate";
import fs from "node:fs";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});
Run nicholascelestin/glid-3 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"nicholascelestin/glid-3:be62102a3382400bcd6a7e0974eb3b2ecfce1e3a274023a7b5f114a419b27612",
{
input: {
prompt: "A fantasy kingdom",
negative: "",
batch_size: 10
}
}
);
// 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.
pip install replicate
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import replicate
Run nicholascelestin/glid-3 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"nicholascelestin/glid-3:be62102a3382400bcd6a7e0974eb3b2ecfce1e3a274023a7b5f114a419b27612",
input={
"prompt": "A fantasy kingdom",
"negative": "",
"batch_size": 10
}
)
# To access the file URL:
print(output[0].url())
#=> "http://example.com"
# To write the file to disk:
with open("my-image.png", "wb") as file:
file.write(output[0].read())
To learn more, take a look at the guide on getting started with Python.
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run nicholascelestin/glid-3 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": "nicholascelestin/glid-3:be62102a3382400bcd6a7e0974eb3b2ecfce1e3a274023a7b5f114a419b27612",
"input": {
"prompt": "A fantasy kingdom",
"negative": "",
"batch_size": 10
}
}' \
https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Add a payment method to run this model.
By signing in, you agree to our
terms of service and privacy policy
{
"completed_at": "2022-06-16T01:12:41.070276Z",
"created_at": "2022-06-16T01:11:44.142632Z",
"data_removed": false,
"error": null,
"id": "l5lbiqxynbe4zp27vsawbzii7i",
"input": {
"prompt": "A fantasy kingdom",
"batch_size": "10"
},
"logs": "Doing prediction\nThu Jun 16 01:11:44 2022\n+-----------------------------------------------------------------------------+\n| NVIDIA-SMI 450.119.04 Driver Version: 450.119.04 CUDA Version: 11.0 |\n|-------------------------------+----------------------+----------------------+\n| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n| | | MIG M. |\n|===============================+======================+======================|\n| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n| N/A 61C P0 30W / 70W | 5366MiB / 15109MiB | 0% Default |\n| | | N/A |\n+-------------------------------+----------------------+----------------------+\n\n+-----------------------------------------------------------------------------+\n| Processes: |\n| GPU GI CI PID Type Process name GPU Memory |\n| ID ID Usage |\n|=============================================================================|\n+-----------------------------------------------------------------------------+\n\nRemoving prior output at 0.22906136512756348\nRemoving output/00004.png\nRemoving output/00002.png\nRemoving output/00001.png\nRemoving output/00000.png\nRemoving output/00003.png\nRemoving output/00009.png\nRemoving output/00006.png\nRemoving output/00007.png\nRemoving output/00008.png\nRemoving output/00005.png\nTokenizing prompt at 0.23005008697509766\nTest 1 at 0.23279738426208496\nTest 2 at 0.2585887908935547\nTest 3 at 0.25890159606933594\nTest 4 at 0.25893449783325195\nTest 5 at 0.2596118450164795\nTest 6 at 0.28351640701293945\nTest 7 at 0.2835509777069092\nTest 8 at 0.28368043899536133\nGenerating images at 0.2837245464324951\nGenerating batch 0 at 0.2837388515472412\n\nHandling sample 0 at 2.6688647270202637\nProcessing image 0 at 2.6689720153808594\nSaved image output/00000.png at 2.7937088012695312\nProcessing image 1 at 2.7937371730804443\nSaved image output/00001.png at 2.914341926574707\nProcessing image 2 at 2.914370536804199\nSaved image output/00002.png at 3.035123348236084\nProcessing image 3 at 3.0351526737213135\nSaved image output/00003.png at 3.15641450881958\nProcessing image 4 at 3.1564443111419678\nSaved image output/00004.png at 3.27457857131958\nProcessing image 5 at 3.274604320526123\nSaved image output/00005.png at 3.3966047763824463\nProcessing image 6 at 3.3966312408447266\nSaved image output/00006.png at 3.517164707183838\nProcessing image 7 at 3.517193078994751\nSaved image output/00007.png at 3.6396336555480957\nProcessing image 8 at 3.6396734714508057\nSaved image output/00008.png at 3.7603683471679688\nProcessing image 9 at 3.7603981494903564\nSaved image output/00009.png at 3.879415988922119\n 0%| | 0/25 [00:00<?, ?it/s]\nHandling sample 1 at 6.221776008605957\nProcessing image 0 at 6.221893548965454\nSaved image output/00000.png at 6.345028638839722\nProcessing image 1 at 6.3450562953948975\nSaved image output/00001.png at 6.465703010559082\nProcessing image 2 at 6.465730667114258\nSaved image output/00002.png at 6.585612058639526\nProcessing image 3 at 6.58563756942749\nSaved image output/00003.png at 6.706791877746582\nProcessing image 4 at 6.706822633743286\nSaved image output/00004.png at 6.825561285018921\nProcessing image 5 at 6.825593709945679\nSaved image output/00005.png at 6.952091932296753\nProcessing image 6 at 6.95212197303772\nSaved image output/00006.png at 7.071324348449707\nProcessing image 7 at 7.0713512897491455\nSaved image output/00007.png at 7.194881916046143\nProcessing image 8 at 7.194908857345581\nSaved image output/00008.png at 7.317924737930298\nProcessing image 9 at 7.3179521560668945\nSaved image output/00009.png at 7.438615083694458\n 4%|▍ | 1/25 [00:03<01:26, 3.59s/it]\nHandling sample 2 at 9.796608686447144\nProcessing image 0 at 9.796705484390259\nSaved image output/00000.png at 9.925280570983887\nProcessing image 1 at 9.925310373306274\nSaved image output/00001.png at 10.051772117614746\nProcessing image 2 at 10.051800966262817\nSaved image output/00002.png at 10.175416469573975\nProcessing image 3 at 10.175443649291992\nSaved image output/00003.png at 10.304506063461304\nProcessing image 4 at 10.304531812667847\nSaved image output/00004.png at 10.425163745880127\nProcessing image 5 at 10.425189971923828\nSaved image output/00005.png at 10.550410032272339\nProcessing image 6 at 10.550437927246094\nSaved image output/00006.png at 10.674100637435913\nProcessing image 7 at 10.674127340316772\nSaved image output/00007.png at 10.802310228347778\nProcessing image 8 at 10.802346229553223\nSaved image output/00008.png at 10.928110837936401\nProcessing image 9 at 10.928151845932007\nSaved image output/00009.png at 11.053529977798462\n 8%|▊ | 2/25 [00:07<01:22, 3.57s/it]\nHandling sample 3 at 11.637438535690308\nProcessing image 0 at 11.637548685073853\nSaved image output/00000.png at 11.768882751464844\nProcessing image 1 at 11.768912315368652\nSaved image output/00001.png at 11.891236305236816\nProcessing image 2 at 11.891262531280518\nSaved image output/00002.png at 12.02040719985962\nProcessing image 3 at 12.020431995391846\nSaved image output/00003.png at 12.142998456954956\nProcessing image 4 at 12.14302682876587\nSaved image output/00004.png at 12.266544342041016\nProcessing image 5 at 12.266571521759033\nSaved image output/00005.png at 12.390316486358643\nProcessing image 6 at 12.390342235565186\nSaved image output/00006.png at 12.514431715011597\nProcessing image 7 at 12.514471292495728\nSaved image output/00007.png at 12.63862943649292\nProcessing image 8 at 12.638655185699463\nSaved image output/00008.png at 12.764907836914062\nProcessing image 9 at 12.764936447143555\nSaved image output/00009.png at 12.891197443008423\n 12%|█▏ | 3/25 [00:10<01:19, 3.59s/it]\nHandling sample 4 at 13.479135751724243\nProcessing image 0 at 13.479219675064087\nSaved image output/00000.png at 13.606026411056519\nProcessing image 1 at 13.60605001449585\nSaved image output/00001.png at 13.733287334442139\nProcessing image 2 at 13.733322620391846\nSaved image output/00002.png at 13.8637855052948\nProcessing image 3 at 13.863812446594238\nSaved image output/00003.png at 13.987597465515137\nProcessing image 4 at 13.9876229763031\nSaved image output/00004.png at 14.109110116958618\nProcessing image 5 at 14.10913610458374\nSaved image output/00005.png at 14.234690189361572\nProcessing image 6 at 14.234719038009644\nSaved image output/00006.png at 14.358259201049805\nProcessing image 7 at 14.358291625976562\nSaved image output/00007.png at 14.483380556106567\nProcessing image 8 at 14.483407258987427\nSaved image output/00008.png at 14.610132694244385\nProcessing image 9 at 14.610158681869507\nSaved image output/00009.png at 14.734564781188965\n 16%|█▌ | 4/25 [00:12<01:00, 2.90s/it]\nHandling sample 5 at 15.322801113128662\nProcessing image 0 at 15.32288384437561\nSaved image output/00000.png at 15.45243787765503\nProcessing image 1 at 15.452476978302002\nSaved image output/00001.png at 15.58089828491211\nProcessing image 2 at 15.58092713356018\nSaved image output/00002.png at 15.710766553878784\nProcessing image 3 at 15.710794687271118\nSaved image output/00003.png at 15.836896419525146\nProcessing image 4 at 15.836934089660645\nSaved image output/00004.png at 15.960290431976318\nProcessing image 5 at 15.960317134857178\nSaved image output/00005.png at 16.08812165260315\nProcessing image 6 at 16.08815312385559\nSaved image output/00006.png at 16.21300983428955\nProcessing image 7 at 16.21303915977478\nSaved image output/00007.png at 16.33415913581848\nProcessing image 8 at 16.334188222885132\nSaved image output/00008.png at 16.46461296081543\nProcessing image 9 at 16.464640617370605\nSaved image output/00009.png at 16.58920907974243\n 20%|██ | 5/25 [00:14<00:50, 2.52s/it]\nHandling sample 6 at 17.1761212348938\nProcessing image 0 at 17.176214933395386\nSaved image output/00000.png at 17.306769847869873\nProcessing image 1 at 17.306798458099365\nSaved image output/00001.png at 17.442931652069092\nProcessing image 2 at 17.442959785461426\nSaved image output/00002.png at 17.57165789604187\nProcessing image 3 at 17.571685791015625\nSaved image output/00003.png at 17.697938680648804\nProcessing image 4 at 17.697964191436768\nSaved image output/00004.png at 17.825236558914185\nProcessing image 5 at 17.82526469230652\nSaved image output/00005.png at 17.95219326019287\nProcessing image 6 at 17.95222306251526\nSaved image output/00006.png at 18.071996212005615\nProcessing image 7 at 18.07202172279358\nSaved image output/00007.png at 18.196879863739014\nProcessing image 8 at 18.196906566619873\nSaved image output/00008.png at 18.32776188850403\nProcessing image 9 at 18.327788591384888\nSaved image output/00009.png at 18.450946807861328\n 24%|██▍ | 6/25 [00:16<00:43, 2.29s/it]\nHandling sample 7 at 19.04160165786743\nProcessing image 0 at 19.041688919067383\nSaved image output/00000.png at 19.169697523117065\nProcessing image 1 at 19.169724225997925\nSaved image output/00001.png at 19.301066160202026\nProcessing image 2 at 19.30109477043152\nSaved image output/00002.png at 19.439576864242554\nProcessing image 3 at 19.439605712890625\nSaved image output/00003.png at 19.569547653198242\nProcessing image 4 at 19.56957983970642\nSaved image output/00004.png at 19.695725679397583\nProcessing image 5 at 19.695753812789917\nSaved image output/00005.png at 19.82088851928711\nProcessing image 6 at 19.820916652679443\nSaved image output/00006.png at 19.94483971595764\nProcessing image 7 at 19.944868326187134\nSaved image output/00007.png at 20.069548845291138\nProcessing image 8 at 20.069574117660522\nSaved image output/00008.png at 20.198678493499756\nProcessing image 9 at 20.198704481124878\nSaved image output/00009.png at 20.323651790618896\n 28%|██▊ | 7/25 [00:18<00:38, 2.15s/it]\nHandling sample 8 at 20.917916774749756\nProcessing image 0 at 20.91800546646118\nSaved image output/00000.png at 21.046319007873535\nProcessing image 1 at 21.046350479125977\nSaved image output/00001.png at 21.180683135986328\nProcessing image 2 at 21.180710077285767\nSaved image output/00002.png at 21.31240439414978\nProcessing image 3 at 21.312432289123535\nSaved image output/00003.png at 21.44188952445984\nProcessing image 4 at 21.44191861152649\nSaved image output/00004.png at 21.564794063568115\nProcessing image 5 at 21.564821481704712\nSaved image output/00005.png at 21.691704034805298\nProcessing image 6 at 21.691733360290527\nSaved image output/00006.png at 21.81283664703369\nProcessing image 7 at 21.812869548797607\nSaved image output/00007.png at 21.936936140060425\nProcessing image 8 at 21.936962842941284\nSaved image output/00008.png at 22.065664052963257\nProcessing image 9 at 22.06569194793701\nSaved image output/00009.png at 22.18878746032715\n 32%|███▏ | 8/25 [00:20<00:35, 2.06s/it]\nHandling sample 9 at 22.78260850906372\nProcessing image 0 at 22.782692670822144\nSaved image output/00000.png at 22.912060499191284\nProcessing image 1 at 22.912086248397827\nSaved image output/00001.png at 23.04410696029663\nProcessing image 2 at 23.04413342475891\nSaved image output/00002.png at 23.17977523803711\nProcessing image 3 at 23.17980122566223\nSaved image output/00003.png at 23.307284116744995\nProcessing image 4 at 23.307310819625854\nSaved image output/00004.png at 23.430895805358887\nProcessing image 5 at 23.430922985076904\nSaved image output/00005.png at 23.56106734275818\nProcessing image 6 at 23.561097383499146\nSaved image output/00006.png at 23.68400764465332\nProcessing image 7 at 23.684035539627075\nSaved image output/00007.png at 23.808876991271973\nProcessing image 8 at 23.80890440940857\nSaved image output/00008.png at 23.939738750457764\nProcessing image 9 at 23.939768314361572\nSaved image output/00009.png at 24.064619302749634\n 36%|███▌ | 9/25 [00:21<00:32, 2.00s/it]\nHandling sample 10 at 24.661645650863647\nProcessing image 0 at 24.661731719970703\nSaved image output/00000.png at 24.797491788864136\nProcessing image 1 at 24.79754137992859\nSaved image output/00001.png at 24.931478023529053\nProcessing image 2 at 24.931525230407715\nSaved image output/00002.png at 25.062506198883057\nProcessing image 3 at 25.06253409385681\nSaved image output/00003.png at 25.186699390411377\nProcessing image 4 at 25.186728954315186\nSaved image output/00004.png at 25.311604738235474\nProcessing image 5 at 25.3116352558136\nSaved image output/00005.png at 25.4382483959198\nProcessing image 6 at 25.438276529312134\nSaved image output/00006.png at 25.560364484786987\nProcessing image 7 at 25.560392379760742\nSaved image output/00007.png at 25.683618307113647\nProcessing image 8 at 25.68365240097046\nSaved image output/00008.png at 25.808246612548828\nProcessing image 9 at 25.808273792266846\nSaved image output/00009.png at 25.932782649993896\n 40%|████ | 10/25 [00:23<00:29, 1.96s/it]\nHandling sample 11 at 26.531123638153076\nProcessing image 0 at 26.53122115135193\nSaved image output/00000.png at 26.664782762527466\nProcessing image 1 at 26.664811611175537\nSaved image output/00001.png at 26.797959327697754\nProcessing image 2 at 26.79799175262451\nSaved image output/00002.png at 26.928757190704346\nProcessing image 3 at 26.928786516189575\nSaved image output/00003.png at 27.04796075820923\nProcessing image 4 at 27.04799461364746\nSaved image output/00004.png at 27.171319246292114\nProcessing image 5 at 27.171350717544556\nSaved image output/00005.png at 27.29611110687256\nProcessing image 6 at 27.296139001846313\nSaved image output/00006.png at 27.419423580169678\nProcessing image 7 at 27.419471979141235\nSaved image output/00007.png at 27.541205406188965\nProcessing image 8 at 27.541232109069824\nSaved image output/00008.png at 27.664127349853516\nProcessing image 9 at 27.664155960083008\nSaved image output/00009.png at 27.78837752342224\n 44%|████▍ | 11/25 [00:25<00:27, 1.93s/it]\nHandling sample 12 at 28.388235569000244\nProcessing image 0 at 28.388320922851562\nSaved image output/00000.png at 28.52170443534851\nProcessing image 1 at 28.521734476089478\nSaved image output/00001.png at 28.65414309501648\nProcessing image 2 at 28.654170036315918\nSaved image output/00002.png at 28.77868962287903\nProcessing image 3 at 28.778717041015625\nSaved image output/00003.png at 28.900248765945435\nProcessing image 4 at 28.90027689933777\nSaved image output/00004.png at 29.01969003677368\nProcessing image 5 at 29.01971697807312\nSaved image output/00005.png at 29.142367601394653\nProcessing image 6 at 29.1423921585083\nSaved image output/00006.png at 29.267169952392578\nProcessing image 7 at 29.267205715179443\nSaved image output/00007.png at 29.38802194595337\nProcessing image 8 at 29.388049364089966\nSaved image output/00008.png at 29.51508331298828\nProcessing image 9 at 29.515116214752197\nSaved image output/00009.png at 29.638941049575806\n 48%|████▊ | 12/25 [00:27<00:24, 1.91s/it]\nHandling sample 13 at 30.24128746986389\nProcessing image 0 at 30.24139165878296\nSaved image output/00000.png at 30.374695539474487\nProcessing image 1 at 30.374727725982666\nSaved image output/00001.png at 30.508281707763672\nProcessing image 2 at 30.508320808410645\nSaved image output/00002.png at 30.6310453414917\nProcessing image 3 at 30.631076097488403\nSaved image output/00003.png at 30.752179861068726\nProcessing image 4 at 30.752209186553955\nSaved image output/00004.png at 30.87982153892517\nProcessing image 5 at 30.879850387573242\nSaved image output/00005.png at 30.99870014190674\nProcessing image 6 at 30.998727321624756\nSaved image output/00006.png at 31.126015663146973\nProcessing image 7 at 31.12604284286499\nSaved image output/00007.png at 31.250301837921143\nProcessing image 8 at 31.250330686569214\nSaved image output/00008.png at 31.371283054351807\nProcessing image 9 at 31.37132430076599\nSaved image output/00009.png at 31.495158195495605\n 52%|█████▏ | 13/25 [00:29<00:22, 1.89s/it]\nHandling sample 14 at 32.10062122344971\nProcessing image 0 at 32.1007034778595\nSaved image output/00000.png at 32.23509192466736\nProcessing image 1 at 32.23511981964111\nSaved image output/00001.png at 32.36508131027222\nProcessing image 2 at 32.36510920524597\nSaved image output/00002.png at 32.48454022407532\nProcessing image 3 at 32.48457598686218\nSaved image output/00003.png at 32.603435754776\nProcessing image 4 at 32.60347390174866\nSaved image output/00004.png at 32.72601079940796\nProcessing image 5 at 32.7260422706604\nSaved image output/00005.png at 32.84678411483765\nProcessing image 6 at 32.846816301345825\nSaved image output/00006.png at 32.97585368156433\nProcessing image 7 at 32.97588014602661\nSaved image output/00007.png at 33.09778642654419\nProcessing image 8 at 33.09781360626221\nSaved image output/00008.png at 33.21790599822998\nProcessing image 9 at 33.21793055534363\nSaved image output/00009.png at 33.338170289993286\n 56%|█████▌ | 14/25 [00:31<00:20, 1.88s/it]\nHandling sample 15 at 33.94572472572327\nProcessing image 0 at 33.94581723213196\nSaved image output/00000.png at 34.082292795181274\nProcessing image 1 at 34.08232307434082\nSaved image output/00001.png at 34.2102587223053\nProcessing image 2 at 34.21028518676758\nSaved image output/00002.png at 34.32971143722534\nProcessing image 3 at 34.32973790168762\nSaved image output/00003.png at 34.45055913925171\nProcessing image 4 at 34.45058584213257\nSaved image output/00004.png at 34.57272553443909\nProcessing image 5 at 34.572762966156006\nSaved image output/00005.png at 34.69290471076965\nProcessing image 6 at 34.69293141365051\nSaved image output/00006.png at 34.82077097892761\nProcessing image 7 at 34.82079839706421\nSaved image output/00007.png at 34.94234251976013\nProcessing image 8 at 34.94236755371094\nSaved image output/00008.png at 35.062260389328\nProcessing image 9 at 35.06228590011597\nSaved image output/00009.png at 35.184823513031006\n 60%|██████ | 15/25 [00:33<00:18, 1.87s/it]\nHandling sample 16 at 35.792789697647095\nProcessing image 0 at 35.79289388656616\nSaved image output/00000.png at 35.92690372467041\nProcessing image 1 at 35.92693114280701\nSaved image output/00001.png at 36.05259943008423\nProcessing image 2 at 36.0526282787323\nSaved image output/00002.png at 36.17021942138672\nProcessing image 3 at 36.170244216918945\nSaved image output/00003.png at 36.28951025009155\nProcessing image 4 at 36.28953790664673\nSaved image output/00004.png at 36.40968370437622\nProcessing image 5 at 36.409708738327026\nSaved image output/00005.png at 36.53061866760254\nProcessing image 6 at 36.53064751625061\nSaved image output/00006.png at 36.656301736831665\nProcessing image 7 at 36.65632772445679\nSaved image output/00007.png at 36.77727198600769\nProcessing image 8 at 36.77729916572571\nSaved image output/00008.png at 36.89607119560242\nProcessing image 9 at 36.896111249923706\nSaved image output/00009.png at 37.01635813713074\n 64%|██████▍ | 16/25 [00:34<00:16, 1.86s/it]\nHandling sample 17 at 37.62443161010742\nProcessing image 0 at 37.62454104423523\nSaved image output/00000.png at 37.75810980796814\nProcessing image 1 at 37.758140563964844\nSaved image output/00001.png at 37.88100504875183\nProcessing image 2 at 37.88103437423706\nSaved image output/00002.png at 38.000571966171265\nProcessing image 3 at 38.00059986114502\nSaved image output/00003.png at 38.12030529975891\nProcessing image 4 at 38.120330572128296\nSaved image output/00004.png at 38.24372863769531\nProcessing image 5 at 38.243754863739014\nSaved image output/00005.png at 38.360156297683716\nProcessing image 6 at 38.36019539833069\nSaved image output/00006.png at 38.4888060092926\nProcessing image 7 at 38.48883676528931\nSaved image output/00007.png at 38.60998868942261\nProcessing image 8 at 38.61001896858215\nSaved image output/00008.png at 38.73047757148743\nProcessing image 9 at 38.73050832748413\nSaved image output/00009.png at 38.84832763671875\n 68%|██████▊ | 17/25 [00:36<00:14, 1.85s/it]\nHandling sample 18 at 39.458741426467896\nProcessing image 0 at 39.45883059501648\nSaved image output/00000.png at 39.594310998916626\nProcessing image 1 at 39.594345808029175\nSaved image output/00001.png at 39.717846155166626\nProcessing image 2 at 39.7178738117218\nSaved image output/00002.png at 39.834908962249756\nProcessing image 3 at 39.83493781089783\nSaved image output/00003.png at 39.95551896095276\nProcessing image 4 at 39.95555067062378\nSaved image output/00004.png at 40.0776047706604\nProcessing image 5 at 40.07763409614563\nSaved image output/00005.png at 40.19485878944397\nProcessing image 6 at 40.19490051269531\nSaved image output/00006.png at 40.32335305213928\nProcessing image 7 at 40.323395013809204\nSaved image output/00007.png at 40.445072889328\nProcessing image 8 at 40.44512677192688\nSaved image output/00008.png at 40.56959009170532\nProcessing image 9 at 40.569631814956665\nSaved image output/00009.png at 40.68821620941162\n 72%|███████▏ | 18/25 [00:38<00:12, 1.85s/it]\nHandling sample 19 at 41.30050563812256\nProcessing image 0 at 41.30059504508972\nSaved image output/00000.png at 41.43549132347107\nProcessing image 1 at 41.43551707267761\nSaved image output/00001.png at 41.55770707130432\nProcessing image 2 at 41.557732582092285\nSaved image output/00002.png at 41.68019390106201\nProcessing image 3 at 41.68022274971008\nSaved image output/00003.png at 41.79992938041687\nProcessing image 4 at 41.79996395111084\nSaved image output/00004.png at 41.92143416404724\nProcessing image 5 at 41.921480655670166\nSaved image output/00005.png at 42.0368013381958\nProcessing image 6 at 42.0368275642395\nSaved image output/00006.png at 42.164313077926636\nProcessing image 7 at 42.16433906555176\nSaved image output/00007.png at 42.28538775444031\nProcessing image 8 at 42.28541326522827\nSaved image output/00008.png at 42.405614137649536\nProcessing image 9 at 42.40563917160034\nSaved image output/00009.png at 42.52269530296326\n 76%|███████▌ | 19/25 [00:40<00:11, 1.84s/it]\nHandling sample 20 at 43.1375789642334\nProcessing image 0 at 43.137664556503296\nSaved image output/00000.png at 43.27168273925781\nProcessing image 1 at 43.271708250045776\nSaved image output/00001.png at 43.394587993621826\nProcessing image 2 at 43.394615173339844\nSaved image output/00002.png at 43.515034675598145\nProcessing image 3 at 43.51506209373474\nSaved image output/00003.png at 43.634631872177124\nProcessing image 4 at 43.634657859802246\nSaved image output/00004.png at 43.754119634628296\nProcessing image 5 at 43.75414705276489\nSaved image output/00005.png at 43.871862173080444\nProcessing image 6 at 43.871893882751465\nSaved image output/00006.png at 44.00007629394531\nProcessing image 7 at 44.00010347366333\nSaved image output/00007.png at 44.122684478759766\nProcessing image 8 at 44.122714042663574\nSaved image output/00008.png at 44.24312376976013\nProcessing image 9 at 44.243152379989624\nSaved image output/00009.png at 44.360507011413574\n 80%|████████ | 20/25 [00:42<00:09, 1.84s/it]\nHandling sample 21 at 44.97981834411621\nProcessing image 0 at 44.97990417480469\nSaved image output/00000.png at 45.114022970199585\nProcessing image 1 at 45.11406135559082\nSaved image output/00001.png at 45.235374450683594\nProcessing image 2 at 45.23540258407593\nSaved image output/00002.png at 45.35452938079834\nProcessing image 3 at 45.35456204414368\nSaved image output/00003.png at 45.47517275810242\nProcessing image 4 at 45.475199699401855\nSaved image output/00004.png at 45.5962131023407\nProcessing image 5 at 45.59623956680298\nSaved image output/00005.png at 45.7160861492157\nProcessing image 6 at 45.716113805770874\nSaved image output/00006.png at 45.84375286102295\nProcessing image 7 at 45.843782901763916\nSaved image output/00007.png at 45.96438527107239\nProcessing image 8 at 45.964412450790405\nSaved image output/00008.png at 46.08370304107666\nProcessing image 9 at 46.08372926712036\nSaved image output/00009.png at 46.20168590545654\n 84%|████████▍ | 21/25 [00:44<00:07, 1.84s/it]\nHandling sample 22 at 46.819783210754395\nProcessing image 0 at 46.81986951828003\nSaved image output/00000.png at 46.95697069168091\nProcessing image 1 at 46.95700168609619\nSaved image output/00001.png at 47.08162021636963\nProcessing image 2 at 47.08165216445923\nSaved image output/00002.png at 47.20030212402344\nProcessing image 3 at 47.20032858848572\nSaved image output/00003.png at 47.31832575798035\nProcessing image 4 at 47.318352699279785\nSaved image output/00004.png at 47.44378900527954\nProcessing image 5 at 47.443828105926514\nSaved image output/00005.png at 47.56363773345947\nProcessing image 6 at 47.56367325782776\nSaved image output/00006.png at 47.693432092666626\nProcessing image 7 at 47.693477153778076\nSaved image output/00007.png at 47.81661534309387\nProcessing image 8 at 47.816656827926636\nSaved image output/00008.png at 47.936767578125\nProcessing image 9 at 47.936811208724976\nSaved image output/00009.png at 48.05603551864624\n 88%|████████▊ | 22/25 [00:45<00:05, 1.84s/it]\nHandling sample 23 at 48.678550481796265\nProcessing image 0 at 48.67867183685303\nSaved image output/00000.png at 48.81360650062561\nProcessing image 1 at 48.81363773345947\nSaved image output/00001.png at 48.93426537513733\nProcessing image 2 at 48.93429923057556\nSaved image output/00002.png at 49.05331468582153\nProcessing image 3 at 49.05335211753845\nSaved image output/00003.png at 49.17314863204956\nProcessing image 4 at 49.173179388046265\nSaved image output/00004.png at 49.29570508003235\nProcessing image 5 at 49.29575252532959\nSaved image output/00005.png at 49.41409993171692\nProcessing image 6 at 49.41412973403931\nSaved image output/00006.png at 49.54547929763794\nProcessing image 7 at 49.54551577568054\nSaved image output/00007.png at 49.6669647693634\nProcessing image 8 at 49.66699719429016\nSaved image output/00008.png at 49.786712884902954\nProcessing image 9 at 49.78674840927124\nSaved image output/00009.png at 49.90875458717346\n 92%|█████████▏| 23/25 [00:47<00:03, 1.84s/it]\nHandling sample 24 at 50.530707120895386\nProcessing image 0 at 50.53084588050842\nSaved image output/00000.png at 50.66387343406677\nProcessing image 1 at 50.66390919685364\nSaved image output/00001.png at 50.7882182598114\nProcessing image 2 at 50.78825259208679\nSaved image output/00002.png at 50.9067006111145\nProcessing image 3 at 50.90673112869263\nSaved image output/00003.png at 51.02595853805542\nProcessing image 4 at 51.02599596977234\nSaved image output/00004.png at 51.14700198173523\nProcessing image 5 at 51.14703011512756\nSaved image output/00005.png at 51.26539397239685\nProcessing image 6 at 51.26542353630066\nSaved image output/00006.png at 51.39279747009277\nProcessing image 7 at 51.39282560348511\nSaved image output/00007.png at 51.514158487319946\nProcessing image 8 at 51.51418614387512\nSaved image output/00008.png at 51.63379979133606\nProcessing image 9 at 51.633827447891235\nSaved image output/00009.png at 51.7590811252594\n 96%|█████████▌| 24/25 [00:49<00:01, 1.85s/it]\n100%|██████████| 25/25 [00:51<00:00, 1.85s/it]\n100%|██████████| 25/25 [00:51<00:00, 2.06s/it]\nPrediction done at 51.7602801322937",
"metrics": {
"predict_time": 56.821959,
"total_time": 56.927644
},
"output": [
"https://replicate.delivery/mgxm/c792af90-5ec2-4f51-af9b-ddeece07a8d8/00004.png",
"https://replicate.delivery/mgxm/84416e78-ae21-4926-905e-156915043051/00002.png",
"https://replicate.delivery/mgxm/a4b0ec69-e5bb-4929-94da-41b1e89b9955/00001.png",
"https://replicate.delivery/mgxm/ccde49e7-4b41-47e7-b048-b738005bf934/00000.png",
"https://replicate.delivery/mgxm/f7bc3dac-83fb-4a47-b9d3-da30243252a7/00003.png",
"https://replicate.delivery/mgxm/d2808e34-84fa-45ae-bcf8-99b7e3856cc2/00009.png",
"https://replicate.delivery/mgxm/7e7d0cac-3850-4078-ba9a-a3da2831691d/00006.png",
"https://replicate.delivery/mgxm/f0099b51-6eae-424b-9bfd-f69fe4e32815/00007.png",
"https://replicate.delivery/mgxm/03a5a1ec-2edd-4821-bc35-d6baefe8eee2/00008.png",
"https://replicate.delivery/mgxm/fa5bb702-2dfd-4d04-8c72-3eed20658e28/00005.png"
],
"started_at": "2022-06-16T01:11:44.248317Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/l5lbiqxynbe4zp27vsawbzii7i",
"cancel": "https://api.replicate.com/v1/predictions/l5lbiqxynbe4zp27vsawbzii7i/cancel"
},
"version": "21cbbf160a1824ae1966637dad1587c1725cf04c64a347b4f51b00b505df441b"
}
Doing prediction
Thu Jun 16 01:11:44 2022
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 450.119.04 Driver Version: 450.119.04 CUDA Version: 11.0 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |
| N/A 61C P0 30W / 70W | 5366MiB / 15109MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
+-----------------------------------------------------------------------------+
Removing prior output at 0.22906136512756348
Removing output/00004.png
Removing output/00002.png
Removing output/00001.png
Removing output/00000.png
Removing output/00003.png
Removing output/00009.png
Removing output/00006.png
Removing output/00007.png
Removing output/00008.png
Removing output/00005.png
Tokenizing prompt at 0.23005008697509766
Test 1 at 0.23279738426208496
Test 2 at 0.2585887908935547
Test 3 at 0.25890159606933594
Test 4 at 0.25893449783325195
Test 5 at 0.2596118450164795
Test 6 at 0.28351640701293945
Test 7 at 0.2835509777069092
Test 8 at 0.28368043899536133
Generating images at 0.2837245464324951
Generating batch 0 at 0.2837388515472412
Handling sample 0 at 2.6688647270202637
Processing image 0 at 2.6689720153808594
Saved image output/00000.png at 2.7937088012695312
Processing image 1 at 2.7937371730804443
Saved image output/00001.png at 2.914341926574707
Processing image 2 at 2.914370536804199
Saved image output/00002.png at 3.035123348236084
Processing image 3 at 3.0351526737213135
Saved image output/00003.png at 3.15641450881958
Processing image 4 at 3.1564443111419678
Saved image output/00004.png at 3.27457857131958
Processing image 5 at 3.274604320526123
Saved image output/00005.png at 3.3966047763824463
Processing image 6 at 3.3966312408447266
Saved image output/00006.png at 3.517164707183838
Processing image 7 at 3.517193078994751
Saved image output/00007.png at 3.6396336555480957
Processing image 8 at 3.6396734714508057
Saved image output/00008.png at 3.7603683471679688
Processing image 9 at 3.7603981494903564
Saved image output/00009.png at 3.879415988922119
0%| | 0/25 [00:00<?, ?it/s]
Handling sample 1 at 6.221776008605957
Processing image 0 at 6.221893548965454
Saved image output/00000.png at 6.345028638839722
Processing image 1 at 6.3450562953948975
Saved image output/00001.png at 6.465703010559082
Processing image 2 at 6.465730667114258
Saved image output/00002.png at 6.585612058639526
Processing image 3 at 6.58563756942749
Saved image output/00003.png at 6.706791877746582
Processing image 4 at 6.706822633743286
Saved image output/00004.png at 6.825561285018921
Processing image 5 at 6.825593709945679
Saved image output/00005.png at 6.952091932296753
Processing image 6 at 6.95212197303772
Saved image output/00006.png at 7.071324348449707
Processing image 7 at 7.0713512897491455
Saved image output/00007.png at 7.194881916046143
Processing image 8 at 7.194908857345581
Saved image output/00008.png at 7.317924737930298
Processing image 9 at 7.3179521560668945
Saved image output/00009.png at 7.438615083694458
4%|▍ | 1/25 [00:03<01:26, 3.59s/it]
Handling sample 2 at 9.796608686447144
Processing image 0 at 9.796705484390259
Saved image output/00000.png at 9.925280570983887
Processing image 1 at 9.925310373306274
Saved image output/00001.png at 10.051772117614746
Processing image 2 at 10.051800966262817
Saved image output/00002.png at 10.175416469573975
Processing image 3 at 10.175443649291992
Saved image output/00003.png at 10.304506063461304
Processing image 4 at 10.304531812667847
Saved image output/00004.png at 10.425163745880127
Processing image 5 at 10.425189971923828
Saved image output/00005.png at 10.550410032272339
Processing image 6 at 10.550437927246094
Saved image output/00006.png at 10.674100637435913
Processing image 7 at 10.674127340316772
Saved image output/00007.png at 10.802310228347778
Processing image 8 at 10.802346229553223
Saved image output/00008.png at 10.928110837936401
Processing image 9 at 10.928151845932007
Saved image output/00009.png at 11.053529977798462
8%|▊ | 2/25 [00:07<01:22, 3.57s/it]
Handling sample 3 at 11.637438535690308
Processing image 0 at 11.637548685073853
Saved image output/00000.png at 11.768882751464844
Processing image 1 at 11.768912315368652
Saved image output/00001.png at 11.891236305236816
Processing image 2 at 11.891262531280518
Saved image output/00002.png at 12.02040719985962
Processing image 3 at 12.020431995391846
Saved image output/00003.png at 12.142998456954956
Processing image 4 at 12.14302682876587
Saved image output/00004.png at 12.266544342041016
Processing image 5 at 12.266571521759033
Saved image output/00005.png at 12.390316486358643
Processing image 6 at 12.390342235565186
Saved image output/00006.png at 12.514431715011597
Processing image 7 at 12.514471292495728
Saved image output/00007.png at 12.63862943649292
Processing image 8 at 12.638655185699463
Saved image output/00008.png at 12.764907836914062
Processing image 9 at 12.764936447143555
Saved image output/00009.png at 12.891197443008423
12%|█▏ | 3/25 [00:10<01:19, 3.59s/it]
Handling sample 4 at 13.479135751724243
Processing image 0 at 13.479219675064087
Saved image output/00000.png at 13.606026411056519
Processing image 1 at 13.60605001449585
Saved image output/00001.png at 13.733287334442139
Processing image 2 at 13.733322620391846
Saved image output/00002.png at 13.8637855052948
Processing image 3 at 13.863812446594238
Saved image output/00003.png at 13.987597465515137
Processing image 4 at 13.9876229763031
Saved image output/00004.png at 14.109110116958618
Processing image 5 at 14.10913610458374
Saved image output/00005.png at 14.234690189361572
Processing image 6 at 14.234719038009644
Saved image output/00006.png at 14.358259201049805
Processing image 7 at 14.358291625976562
Saved image output/00007.png at 14.483380556106567
Processing image 8 at 14.483407258987427
Saved image output/00008.png at 14.610132694244385
Processing image 9 at 14.610158681869507
Saved image output/00009.png at 14.734564781188965
16%|█▌ | 4/25 [00:12<01:00, 2.90s/it]
Handling sample 5 at 15.322801113128662
Processing image 0 at 15.32288384437561
Saved image output/00000.png at 15.45243787765503
Processing image 1 at 15.452476978302002
Saved image output/00001.png at 15.58089828491211
Processing image 2 at 15.58092713356018
Saved image output/00002.png at 15.710766553878784
Processing image 3 at 15.710794687271118
Saved image output/00003.png at 15.836896419525146
Processing image 4 at 15.836934089660645
Saved image output/00004.png at 15.960290431976318
Processing image 5 at 15.960317134857178
Saved image output/00005.png at 16.08812165260315
Processing image 6 at 16.08815312385559
Saved image output/00006.png at 16.21300983428955
Processing image 7 at 16.21303915977478
Saved image output/00007.png at 16.33415913581848
Processing image 8 at 16.334188222885132
Saved image output/00008.png at 16.46461296081543
Processing image 9 at 16.464640617370605
Saved image output/00009.png at 16.58920907974243
20%|██ | 5/25 [00:14<00:50, 2.52s/it]
Handling sample 6 at 17.1761212348938
Processing image 0 at 17.176214933395386
Saved image output/00000.png at 17.306769847869873
Processing image 1 at 17.306798458099365
Saved image output/00001.png at 17.442931652069092
Processing image 2 at 17.442959785461426
Saved image output/00002.png at 17.57165789604187
Processing image 3 at 17.571685791015625
Saved image output/00003.png at 17.697938680648804
Processing image 4 at 17.697964191436768
Saved image output/00004.png at 17.825236558914185
Processing image 5 at 17.82526469230652
Saved image output/00005.png at 17.95219326019287
Processing image 6 at 17.95222306251526
Saved image output/00006.png at 18.071996212005615
Processing image 7 at 18.07202172279358
Saved image output/00007.png at 18.196879863739014
Processing image 8 at 18.196906566619873
Saved image output/00008.png at 18.32776188850403
Processing image 9 at 18.327788591384888
Saved image output/00009.png at 18.450946807861328
24%|██▍ | 6/25 [00:16<00:43, 2.29s/it]
Handling sample 7 at 19.04160165786743
Processing image 0 at 19.041688919067383
Saved image output/00000.png at 19.169697523117065
Processing image 1 at 19.169724225997925
Saved image output/00001.png at 19.301066160202026
Processing image 2 at 19.30109477043152
Saved image output/00002.png at 19.439576864242554
Processing image 3 at 19.439605712890625
Saved image output/00003.png at 19.569547653198242
Processing image 4 at 19.56957983970642
Saved image output/00004.png at 19.695725679397583
Processing image 5 at 19.695753812789917
Saved image output/00005.png at 19.82088851928711
Processing image 6 at 19.820916652679443
Saved image output/00006.png at 19.94483971595764
Processing image 7 at 19.944868326187134
Saved image output/00007.png at 20.069548845291138
Processing image 8 at 20.069574117660522
Saved image output/00008.png at 20.198678493499756
Processing image 9 at 20.198704481124878
Saved image output/00009.png at 20.323651790618896
28%|██▊ | 7/25 [00:18<00:38, 2.15s/it]
Handling sample 8 at 20.917916774749756
Processing image 0 at 20.91800546646118
Saved image output/00000.png at 21.046319007873535
Processing image 1 at 21.046350479125977
Saved image output/00001.png at 21.180683135986328
Processing image 2 at 21.180710077285767
Saved image output/00002.png at 21.31240439414978
Processing image 3 at 21.312432289123535
Saved image output/00003.png at 21.44188952445984
Processing image 4 at 21.44191861152649
Saved image output/00004.png at 21.564794063568115
Processing image 5 at 21.564821481704712
Saved image output/00005.png at 21.691704034805298
Processing image 6 at 21.691733360290527
Saved image output/00006.png at 21.81283664703369
Processing image 7 at 21.812869548797607
Saved image output/00007.png at 21.936936140060425
Processing image 8 at 21.936962842941284
Saved image output/00008.png at 22.065664052963257
Processing image 9 at 22.06569194793701
Saved image output/00009.png at 22.18878746032715
32%|███▏ | 8/25 [00:20<00:35, 2.06s/it]
Handling sample 9 at 22.78260850906372
Processing image 0 at 22.782692670822144
Saved image output/00000.png at 22.912060499191284
Processing image 1 at 22.912086248397827
Saved image output/00001.png at 23.04410696029663
Processing image 2 at 23.04413342475891
Saved image output/00002.png at 23.17977523803711
Processing image 3 at 23.17980122566223
Saved image output/00003.png at 23.307284116744995
Processing image 4 at 23.307310819625854
Saved image output/00004.png at 23.430895805358887
Processing image 5 at 23.430922985076904
Saved image output/00005.png at 23.56106734275818
Processing image 6 at 23.561097383499146
Saved image output/00006.png at 23.68400764465332
Processing image 7 at 23.684035539627075
Saved image output/00007.png at 23.808876991271973
Processing image 8 at 23.80890440940857
Saved image output/00008.png at 23.939738750457764
Processing image 9 at 23.939768314361572
Saved image output/00009.png at 24.064619302749634
36%|███▌ | 9/25 [00:21<00:32, 2.00s/it]
Handling sample 10 at 24.661645650863647
Processing image 0 at 24.661731719970703
Saved image output/00000.png at 24.797491788864136
Processing image 1 at 24.79754137992859
Saved image output/00001.png at 24.931478023529053
Processing image 2 at 24.931525230407715
Saved image output/00002.png at 25.062506198883057
Processing image 3 at 25.06253409385681
Saved image output/00003.png at 25.186699390411377
Processing image 4 at 25.186728954315186
Saved image output/00004.png at 25.311604738235474
Processing image 5 at 25.3116352558136
Saved image output/00005.png at 25.4382483959198
Processing image 6 at 25.438276529312134
Saved image output/00006.png at 25.560364484786987
Processing image 7 at 25.560392379760742
Saved image output/00007.png at 25.683618307113647
Processing image 8 at 25.68365240097046
Saved image output/00008.png at 25.808246612548828
Processing image 9 at 25.808273792266846
Saved image output/00009.png at 25.932782649993896
40%|████ | 10/25 [00:23<00:29, 1.96s/it]
Handling sample 11 at 26.531123638153076
Processing image 0 at 26.53122115135193
Saved image output/00000.png at 26.664782762527466
Processing image 1 at 26.664811611175537
Saved image output/00001.png at 26.797959327697754
Processing image 2 at 26.79799175262451
Saved image output/00002.png at 26.928757190704346
Processing image 3 at 26.928786516189575
Saved image output/00003.png at 27.04796075820923
Processing image 4 at 27.04799461364746
Saved image output/00004.png at 27.171319246292114
Processing image 5 at 27.171350717544556
Saved image output/00005.png at 27.29611110687256
Processing image 6 at 27.296139001846313
Saved image output/00006.png at 27.419423580169678
Processing image 7 at 27.419471979141235
Saved image output/00007.png at 27.541205406188965
Processing image 8 at 27.541232109069824
Saved image output/00008.png at 27.664127349853516
Processing image 9 at 27.664155960083008
Saved image output/00009.png at 27.78837752342224
44%|████▍ | 11/25 [00:25<00:27, 1.93s/it]
Handling sample 12 at 28.388235569000244
Processing image 0 at 28.388320922851562
Saved image output/00000.png at 28.52170443534851
Processing image 1 at 28.521734476089478
Saved image output/00001.png at 28.65414309501648
Processing image 2 at 28.654170036315918
Saved image output/00002.png at 28.77868962287903
Processing image 3 at 28.778717041015625
Saved image output/00003.png at 28.900248765945435
Processing image 4 at 28.90027689933777
Saved image output/00004.png at 29.01969003677368
Processing image 5 at 29.01971697807312
Saved image output/00005.png at 29.142367601394653
Processing image 6 at 29.1423921585083
Saved image output/00006.png at 29.267169952392578
Processing image 7 at 29.267205715179443
Saved image output/00007.png at 29.38802194595337
Processing image 8 at 29.388049364089966
Saved image output/00008.png at 29.51508331298828
Processing image 9 at 29.515116214752197
Saved image output/00009.png at 29.638941049575806
48%|████▊ | 12/25 [00:27<00:24, 1.91s/it]
Handling sample 13 at 30.24128746986389
Processing image 0 at 30.24139165878296
Saved image output/00000.png at 30.374695539474487
Processing image 1 at 30.374727725982666
Saved image output/00001.png at 30.508281707763672
Processing image 2 at 30.508320808410645
Saved image output/00002.png at 30.6310453414917
Processing image 3 at 30.631076097488403
Saved image output/00003.png at 30.752179861068726
Processing image 4 at 30.752209186553955
Saved image output/00004.png at 30.87982153892517
Processing image 5 at 30.879850387573242
Saved image output/00005.png at 30.99870014190674
Processing image 6 at 30.998727321624756
Saved image output/00006.png at 31.126015663146973
Processing image 7 at 31.12604284286499
Saved image output/00007.png at 31.250301837921143
Processing image 8 at 31.250330686569214
Saved image output/00008.png at 31.371283054351807
Processing image 9 at 31.37132430076599
Saved image output/00009.png at 31.495158195495605
52%|█████▏ | 13/25 [00:29<00:22, 1.89s/it]
Handling sample 14 at 32.10062122344971
Processing image 0 at 32.1007034778595
Saved image output/00000.png at 32.23509192466736
Processing image 1 at 32.23511981964111
Saved image output/00001.png at 32.36508131027222
Processing image 2 at 32.36510920524597
Saved image output/00002.png at 32.48454022407532
Processing image 3 at 32.48457598686218
Saved image output/00003.png at 32.603435754776
Processing image 4 at 32.60347390174866
Saved image output/00004.png at 32.72601079940796
Processing image 5 at 32.7260422706604
Saved image output/00005.png at 32.84678411483765
Processing image 6 at 32.846816301345825
Saved image output/00006.png at 32.97585368156433
Processing image 7 at 32.97588014602661
Saved image output/00007.png at 33.09778642654419
Processing image 8 at 33.09781360626221
Saved image output/00008.png at 33.21790599822998
Processing image 9 at 33.21793055534363
Saved image output/00009.png at 33.338170289993286
56%|█████▌ | 14/25 [00:31<00:20, 1.88s/it]
Handling sample 15 at 33.94572472572327
Processing image 0 at 33.94581723213196
Saved image output/00000.png at 34.082292795181274
Processing image 1 at 34.08232307434082
Saved image output/00001.png at 34.2102587223053
Processing image 2 at 34.21028518676758
Saved image output/00002.png at 34.32971143722534
Processing image 3 at 34.32973790168762
Saved image output/00003.png at 34.45055913925171
Processing image 4 at 34.45058584213257
Saved image output/00004.png at 34.57272553443909
Processing image 5 at 34.572762966156006
Saved image output/00005.png at 34.69290471076965
Processing image 6 at 34.69293141365051
Saved image output/00006.png at 34.82077097892761
Processing image 7 at 34.82079839706421
Saved image output/00007.png at 34.94234251976013
Processing image 8 at 34.94236755371094
Saved image output/00008.png at 35.062260389328
Processing image 9 at 35.06228590011597
Saved image output/00009.png at 35.184823513031006
60%|██████ | 15/25 [00:33<00:18, 1.87s/it]
Handling sample 16 at 35.792789697647095
Processing image 0 at 35.79289388656616
Saved image output/00000.png at 35.92690372467041
Processing image 1 at 35.92693114280701
Saved image output/00001.png at 36.05259943008423
Processing image 2 at 36.0526282787323
Saved image output/00002.png at 36.17021942138672
Processing image 3 at 36.170244216918945
Saved image output/00003.png at 36.28951025009155
Processing image 4 at 36.28953790664673
Saved image output/00004.png at 36.40968370437622
Processing image 5 at 36.409708738327026
Saved image output/00005.png at 36.53061866760254
Processing image 6 at 36.53064751625061
Saved image output/00006.png at 36.656301736831665
Processing image 7 at 36.65632772445679
Saved image output/00007.png at 36.77727198600769
Processing image 8 at 36.77729916572571
Saved image output/00008.png at 36.89607119560242
Processing image 9 at 36.896111249923706
Saved image output/00009.png at 37.01635813713074
64%|██████▍ | 16/25 [00:34<00:16, 1.86s/it]
Handling sample 17 at 37.62443161010742
Processing image 0 at 37.62454104423523
Saved image output/00000.png at 37.75810980796814
Processing image 1 at 37.758140563964844
Saved image output/00001.png at 37.88100504875183
Processing image 2 at 37.88103437423706
Saved image output/00002.png at 38.000571966171265
Processing image 3 at 38.00059986114502
Saved image output/00003.png at 38.12030529975891
Processing image 4 at 38.120330572128296
Saved image output/00004.png at 38.24372863769531
Processing image 5 at 38.243754863739014
Saved image output/00005.png at 38.360156297683716
Processing image 6 at 38.36019539833069
Saved image output/00006.png at 38.4888060092926
Processing image 7 at 38.48883676528931
Saved image output/00007.png at 38.60998868942261
Processing image 8 at 38.61001896858215
Saved image output/00008.png at 38.73047757148743
Processing image 9 at 38.73050832748413
Saved image output/00009.png at 38.84832763671875
68%|██████▊ | 17/25 [00:36<00:14, 1.85s/it]
Handling sample 18 at 39.458741426467896
Processing image 0 at 39.45883059501648
Saved image output/00000.png at 39.594310998916626
Processing image 1 at 39.594345808029175
Saved image output/00001.png at 39.717846155166626
Processing image 2 at 39.7178738117218
Saved image output/00002.png at 39.834908962249756
Processing image 3 at 39.83493781089783
Saved image output/00003.png at 39.95551896095276
Processing image 4 at 39.95555067062378
Saved image output/00004.png at 40.0776047706604
Processing image 5 at 40.07763409614563
Saved image output/00005.png at 40.19485878944397
Processing image 6 at 40.19490051269531
Saved image output/00006.png at 40.32335305213928
Processing image 7 at 40.323395013809204
Saved image output/00007.png at 40.445072889328
Processing image 8 at 40.44512677192688
Saved image output/00008.png at 40.56959009170532
Processing image 9 at 40.569631814956665
Saved image output/00009.png at 40.68821620941162
72%|███████▏ | 18/25 [00:38<00:12, 1.85s/it]
Handling sample 19 at 41.30050563812256
Processing image 0 at 41.30059504508972
Saved image output/00000.png at 41.43549132347107
Processing image 1 at 41.43551707267761
Saved image output/00001.png at 41.55770707130432
Processing image 2 at 41.557732582092285
Saved image output/00002.png at 41.68019390106201
Processing image 3 at 41.68022274971008
Saved image output/00003.png at 41.79992938041687
Processing image 4 at 41.79996395111084
Saved image output/00004.png at 41.92143416404724
Processing image 5 at 41.921480655670166
Saved image output/00005.png at 42.0368013381958
Processing image 6 at 42.0368275642395
Saved image output/00006.png at 42.164313077926636
Processing image 7 at 42.16433906555176
Saved image output/00007.png at 42.28538775444031
Processing image 8 at 42.28541326522827
Saved image output/00008.png at 42.405614137649536
Processing image 9 at 42.40563917160034
Saved image output/00009.png at 42.52269530296326
76%|███████▌ | 19/25 [00:40<00:11, 1.84s/it]
Handling sample 20 at 43.1375789642334
Processing image 0 at 43.137664556503296
Saved image output/00000.png at 43.27168273925781
Processing image 1 at 43.271708250045776
Saved image output/00001.png at 43.394587993621826
Processing image 2 at 43.394615173339844
Saved image output/00002.png at 43.515034675598145
Processing image 3 at 43.51506209373474
Saved image output/00003.png at 43.634631872177124
Processing image 4 at 43.634657859802246
Saved image output/00004.png at 43.754119634628296
Processing image 5 at 43.75414705276489
Saved image output/00005.png at 43.871862173080444
Processing image 6 at 43.871893882751465
Saved image output/00006.png at 44.00007629394531
Processing image 7 at 44.00010347366333
Saved image output/00007.png at 44.122684478759766
Processing image 8 at 44.122714042663574
Saved image output/00008.png at 44.24312376976013
Processing image 9 at 44.243152379989624
Saved image output/00009.png at 44.360507011413574
80%|████████ | 20/25 [00:42<00:09, 1.84s/it]
Handling sample 21 at 44.97981834411621
Processing image 0 at 44.97990417480469
Saved image output/00000.png at 45.114022970199585
Processing image 1 at 45.11406135559082
Saved image output/00001.png at 45.235374450683594
Processing image 2 at 45.23540258407593
Saved image output/00002.png at 45.35452938079834
Processing image 3 at 45.35456204414368
Saved image output/00003.png at 45.47517275810242
Processing image 4 at 45.475199699401855
Saved image output/00004.png at 45.5962131023407
Processing image 5 at 45.59623956680298
Saved image output/00005.png at 45.7160861492157
Processing image 6 at 45.716113805770874
Saved image output/00006.png at 45.84375286102295
Processing image 7 at 45.843782901763916
Saved image output/00007.png at 45.96438527107239
Processing image 8 at 45.964412450790405
Saved image output/00008.png at 46.08370304107666
Processing image 9 at 46.08372926712036
Saved image output/00009.png at 46.20168590545654
84%|████████▍ | 21/25 [00:44<00:07, 1.84s/it]
Handling sample 22 at 46.819783210754395
Processing image 0 at 46.81986951828003
Saved image output/00000.png at 46.95697069168091
Processing image 1 at 46.95700168609619
Saved image output/00001.png at 47.08162021636963
Processing image 2 at 47.08165216445923
Saved image output/00002.png at 47.20030212402344
Processing image 3 at 47.20032858848572
Saved image output/00003.png at 47.31832575798035
Processing image 4 at 47.318352699279785
Saved image output/00004.png at 47.44378900527954
Processing image 5 at 47.443828105926514
Saved image output/00005.png at 47.56363773345947
Processing image 6 at 47.56367325782776
Saved image output/00006.png at 47.693432092666626
Processing image 7 at 47.693477153778076
Saved image output/00007.png at 47.81661534309387
Processing image 8 at 47.816656827926636
Saved image output/00008.png at 47.936767578125
Processing image 9 at 47.936811208724976
Saved image output/00009.png at 48.05603551864624
88%|████████▊ | 22/25 [00:45<00:05, 1.84s/it]
Handling sample 23 at 48.678550481796265
Processing image 0 at 48.67867183685303
Saved image output/00000.png at 48.81360650062561
Processing image 1 at 48.81363773345947
Saved image output/00001.png at 48.93426537513733
Processing image 2 at 48.93429923057556
Saved image output/00002.png at 49.05331468582153
Processing image 3 at 49.05335211753845
Saved image output/00003.png at 49.17314863204956
Processing image 4 at 49.173179388046265
Saved image output/00004.png at 49.29570508003235
Processing image 5 at 49.29575252532959
Saved image output/00005.png at 49.41409993171692
Processing image 6 at 49.41412973403931
Saved image output/00006.png at 49.54547929763794
Processing image 7 at 49.54551577568054
Saved image output/00007.png at 49.6669647693634
Processing image 8 at 49.66699719429016
Saved image output/00008.png at 49.786712884902954
Processing image 9 at 49.78674840927124
Saved image output/00009.png at 49.90875458717346
92%|█████████▏| 23/25 [00:47<00:03, 1.84s/it]
Handling sample 24 at 50.530707120895386
Processing image 0 at 50.53084588050842
Saved image output/00000.png at 50.66387343406677
Processing image 1 at 50.66390919685364
Saved image output/00001.png at 50.7882182598114
Processing image 2 at 50.78825259208679
Saved image output/00002.png at 50.9067006111145
Processing image 3 at 50.90673112869263
Saved image output/00003.png at 51.02595853805542
Processing image 4 at 51.02599596977234
Saved image output/00004.png at 51.14700198173523
Processing image 5 at 51.14703011512756
Saved image output/00005.png at 51.26539397239685
Processing image 6 at 51.26542353630066
Saved image output/00006.png at 51.39279747009277
Processing image 7 at 51.39282560348511
Saved image output/00007.png at 51.514158487319946
Processing image 8 at 51.51418614387512
Saved image output/00008.png at 51.63379979133606
Processing image 9 at 51.633827447891235
Saved image output/00009.png at 51.7590811252594
96%|█████████▌| 24/25 [00:49<00:01, 1.85s/it]
100%|██████████| 25/25 [00:51<00:00, 1.85s/it]
100%|██████████| 25/25 [00:51<00:00, 2.06s/it]
Prediction done at 51.7602801322937
This output was created using a different version of the model, nicholascelestin/glid-3:21cbbf16.
This model costs approximately $0.012 to run on Replicate, or 83 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.
This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 55 seconds. The predict time for this model varies significantly based on the inputs.
This is a quick port of glid-3 to replicate, and the official repository is here https://github.com/Jack000/glid-3. This model is much quicker than GLID-3-XL or PixRay– good for generating a dozen images at once. But lower quality.
This model is cold. You'll get a fast response if the model is warm and already running, and a slower response if the model is cold and starting up.
This model costs approximately $0.012 to run on Replicate, but this varies depending on your inputs. View more.
Doing prediction
Thu Jun 16 01:11:44 2022
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 450.119.04 Driver Version: 450.119.04 CUDA Version: 11.0 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |
| N/A 61C P0 30W / 70W | 5366MiB / 15109MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
+-----------------------------------------------------------------------------+
Removing prior output at 0.22906136512756348
Removing output/00004.png
Removing output/00002.png
Removing output/00001.png
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Removing output/00003.png
Removing output/00009.png
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Removing output/00008.png
Removing output/00005.png
Tokenizing prompt at 0.23005008697509766
Test 1 at 0.23279738426208496
Test 2 at 0.2585887908935547
Test 3 at 0.25890159606933594
Test 4 at 0.25893449783325195
Test 5 at 0.2596118450164795
Test 6 at 0.28351640701293945
Test 7 at 0.2835509777069092
Test 8 at 0.28368043899536133
Generating images at 0.2837245464324951
Generating batch 0 at 0.2837388515472412
Handling sample 0 at 2.6688647270202637
Processing image 0 at 2.6689720153808594
Saved image output/00000.png at 2.7937088012695312
Processing image 1 at 2.7937371730804443
Saved image output/00001.png at 2.914341926574707
Processing image 2 at 2.914370536804199
Saved image output/00002.png at 3.035123348236084
Processing image 3 at 3.0351526737213135
Saved image output/00003.png at 3.15641450881958
Processing image 4 at 3.1564443111419678
Saved image output/00004.png at 3.27457857131958
Processing image 5 at 3.274604320526123
Saved image output/00005.png at 3.3966047763824463
Processing image 6 at 3.3966312408447266
Saved image output/00006.png at 3.517164707183838
Processing image 7 at 3.517193078994751
Saved image output/00007.png at 3.6396336555480957
Processing image 8 at 3.6396734714508057
Saved image output/00008.png at 3.7603683471679688
Processing image 9 at 3.7603981494903564
Saved image output/00009.png at 3.879415988922119
0%| | 0/25 [00:00<?, ?it/s]
Handling sample 1 at 6.221776008605957
Processing image 0 at 6.221893548965454
Saved image output/00000.png at 6.345028638839722
Processing image 1 at 6.3450562953948975
Saved image output/00001.png at 6.465703010559082
Processing image 2 at 6.465730667114258
Saved image output/00002.png at 6.585612058639526
Processing image 3 at 6.58563756942749
Saved image output/00003.png at 6.706791877746582
Processing image 4 at 6.706822633743286
Saved image output/00004.png at 6.825561285018921
Processing image 5 at 6.825593709945679
Saved image output/00005.png at 6.952091932296753
Processing image 6 at 6.95212197303772
Saved image output/00006.png at 7.071324348449707
Processing image 7 at 7.0713512897491455
Saved image output/00007.png at 7.194881916046143
Processing image 8 at 7.194908857345581
Saved image output/00008.png at 7.317924737930298
Processing image 9 at 7.3179521560668945
Saved image output/00009.png at 7.438615083694458
4%|▍ | 1/25 [00:03<01:26, 3.59s/it]
Handling sample 2 at 9.796608686447144
Processing image 0 at 9.796705484390259
Saved image output/00000.png at 9.925280570983887
Processing image 1 at 9.925310373306274
Saved image output/00001.png at 10.051772117614746
Processing image 2 at 10.051800966262817
Saved image output/00002.png at 10.175416469573975
Processing image 3 at 10.175443649291992
Saved image output/00003.png at 10.304506063461304
Processing image 4 at 10.304531812667847
Saved image output/00004.png at 10.425163745880127
Processing image 5 at 10.425189971923828
Saved image output/00005.png at 10.550410032272339
Processing image 6 at 10.550437927246094
Saved image output/00006.png at 10.674100637435913
Processing image 7 at 10.674127340316772
Saved image output/00007.png at 10.802310228347778
Processing image 8 at 10.802346229553223
Saved image output/00008.png at 10.928110837936401
Processing image 9 at 10.928151845932007
Saved image output/00009.png at 11.053529977798462
8%|▊ | 2/25 [00:07<01:22, 3.57s/it]
Handling sample 3 at 11.637438535690308
Processing image 0 at 11.637548685073853
Saved image output/00000.png at 11.768882751464844
Processing image 1 at 11.768912315368652
Saved image output/00001.png at 11.891236305236816
Processing image 2 at 11.891262531280518
Saved image output/00002.png at 12.02040719985962
Processing image 3 at 12.020431995391846
Saved image output/00003.png at 12.142998456954956
Processing image 4 at 12.14302682876587
Saved image output/00004.png at 12.266544342041016
Processing image 5 at 12.266571521759033
Saved image output/00005.png at 12.390316486358643
Processing image 6 at 12.390342235565186
Saved image output/00006.png at 12.514431715011597
Processing image 7 at 12.514471292495728
Saved image output/00007.png at 12.63862943649292
Processing image 8 at 12.638655185699463
Saved image output/00008.png at 12.764907836914062
Processing image 9 at 12.764936447143555
Saved image output/00009.png at 12.891197443008423
12%|█▏ | 3/25 [00:10<01:19, 3.59s/it]
Handling sample 4 at 13.479135751724243
Processing image 0 at 13.479219675064087
Saved image output/00000.png at 13.606026411056519
Processing image 1 at 13.60605001449585
Saved image output/00001.png at 13.733287334442139
Processing image 2 at 13.733322620391846
Saved image output/00002.png at 13.8637855052948
Processing image 3 at 13.863812446594238
Saved image output/00003.png at 13.987597465515137
Processing image 4 at 13.9876229763031
Saved image output/00004.png at 14.109110116958618
Processing image 5 at 14.10913610458374
Saved image output/00005.png at 14.234690189361572
Processing image 6 at 14.234719038009644
Saved image output/00006.png at 14.358259201049805
Processing image 7 at 14.358291625976562
Saved image output/00007.png at 14.483380556106567
Processing image 8 at 14.483407258987427
Saved image output/00008.png at 14.610132694244385
Processing image 9 at 14.610158681869507
Saved image output/00009.png at 14.734564781188965
16%|█▌ | 4/25 [00:12<01:00, 2.90s/it]
Handling sample 5 at 15.322801113128662
Processing image 0 at 15.32288384437561
Saved image output/00000.png at 15.45243787765503
Processing image 1 at 15.452476978302002
Saved image output/00001.png at 15.58089828491211
Processing image 2 at 15.58092713356018
Saved image output/00002.png at 15.710766553878784
Processing image 3 at 15.710794687271118
Saved image output/00003.png at 15.836896419525146
Processing image 4 at 15.836934089660645
Saved image output/00004.png at 15.960290431976318
Processing image 5 at 15.960317134857178
Saved image output/00005.png at 16.08812165260315
Processing image 6 at 16.08815312385559
Saved image output/00006.png at 16.21300983428955
Processing image 7 at 16.21303915977478
Saved image output/00007.png at 16.33415913581848
Processing image 8 at 16.334188222885132
Saved image output/00008.png at 16.46461296081543
Processing image 9 at 16.464640617370605
Saved image output/00009.png at 16.58920907974243
20%|██ | 5/25 [00:14<00:50, 2.52s/it]
Handling sample 6 at 17.1761212348938
Processing image 0 at 17.176214933395386
Saved image output/00000.png at 17.306769847869873
Processing image 1 at 17.306798458099365
Saved image output/00001.png at 17.442931652069092
Processing image 2 at 17.442959785461426
Saved image output/00002.png at 17.57165789604187
Processing image 3 at 17.571685791015625
Saved image output/00003.png at 17.697938680648804
Processing image 4 at 17.697964191436768
Saved image output/00004.png at 17.825236558914185
Processing image 5 at 17.82526469230652
Saved image output/00005.png at 17.95219326019287
Processing image 6 at 17.95222306251526
Saved image output/00006.png at 18.071996212005615
Processing image 7 at 18.07202172279358
Saved image output/00007.png at 18.196879863739014
Processing image 8 at 18.196906566619873
Saved image output/00008.png at 18.32776188850403
Processing image 9 at 18.327788591384888
Saved image output/00009.png at 18.450946807861328
24%|██▍ | 6/25 [00:16<00:43, 2.29s/it]
Handling sample 7 at 19.04160165786743
Processing image 0 at 19.041688919067383
Saved image output/00000.png at 19.169697523117065
Processing image 1 at 19.169724225997925
Saved image output/00001.png at 19.301066160202026
Processing image 2 at 19.30109477043152
Saved image output/00002.png at 19.439576864242554
Processing image 3 at 19.439605712890625
Saved image output/00003.png at 19.569547653198242
Processing image 4 at 19.56957983970642
Saved image output/00004.png at 19.695725679397583
Processing image 5 at 19.695753812789917
Saved image output/00005.png at 19.82088851928711
Processing image 6 at 19.820916652679443
Saved image output/00006.png at 19.94483971595764
Processing image 7 at 19.944868326187134
Saved image output/00007.png at 20.069548845291138
Processing image 8 at 20.069574117660522
Saved image output/00008.png at 20.198678493499756
Processing image 9 at 20.198704481124878
Saved image output/00009.png at 20.323651790618896
28%|██▊ | 7/25 [00:18<00:38, 2.15s/it]
Handling sample 8 at 20.917916774749756
Processing image 0 at 20.91800546646118
Saved image output/00000.png at 21.046319007873535
Processing image 1 at 21.046350479125977
Saved image output/00001.png at 21.180683135986328
Processing image 2 at 21.180710077285767
Saved image output/00002.png at 21.31240439414978
Processing image 3 at 21.312432289123535
Saved image output/00003.png at 21.44188952445984
Processing image 4 at 21.44191861152649
Saved image output/00004.png at 21.564794063568115
Processing image 5 at 21.564821481704712
Saved image output/00005.png at 21.691704034805298
Processing image 6 at 21.691733360290527
Saved image output/00006.png at 21.81283664703369
Processing image 7 at 21.812869548797607
Saved image output/00007.png at 21.936936140060425
Processing image 8 at 21.936962842941284
Saved image output/00008.png at 22.065664052963257
Processing image 9 at 22.06569194793701
Saved image output/00009.png at 22.18878746032715
32%|███▏ | 8/25 [00:20<00:35, 2.06s/it]
Handling sample 9 at 22.78260850906372
Processing image 0 at 22.782692670822144
Saved image output/00000.png at 22.912060499191284
Processing image 1 at 22.912086248397827
Saved image output/00001.png at 23.04410696029663
Processing image 2 at 23.04413342475891
Saved image output/00002.png at 23.17977523803711
Processing image 3 at 23.17980122566223
Saved image output/00003.png at 23.307284116744995
Processing image 4 at 23.307310819625854
Saved image output/00004.png at 23.430895805358887
Processing image 5 at 23.430922985076904
Saved image output/00005.png at 23.56106734275818
Processing image 6 at 23.561097383499146
Saved image output/00006.png at 23.68400764465332
Processing image 7 at 23.684035539627075
Saved image output/00007.png at 23.808876991271973
Processing image 8 at 23.80890440940857
Saved image output/00008.png at 23.939738750457764
Processing image 9 at 23.939768314361572
Saved image output/00009.png at 24.064619302749634
36%|███▌ | 9/25 [00:21<00:32, 2.00s/it]
Handling sample 10 at 24.661645650863647
Processing image 0 at 24.661731719970703
Saved image output/00000.png at 24.797491788864136
Processing image 1 at 24.79754137992859
Saved image output/00001.png at 24.931478023529053
Processing image 2 at 24.931525230407715
Saved image output/00002.png at 25.062506198883057
Processing image 3 at 25.06253409385681
Saved image output/00003.png at 25.186699390411377
Processing image 4 at 25.186728954315186
Saved image output/00004.png at 25.311604738235474
Processing image 5 at 25.3116352558136
Saved image output/00005.png at 25.4382483959198
Processing image 6 at 25.438276529312134
Saved image output/00006.png at 25.560364484786987
Processing image 7 at 25.560392379760742
Saved image output/00007.png at 25.683618307113647
Processing image 8 at 25.68365240097046
Saved image output/00008.png at 25.808246612548828
Processing image 9 at 25.808273792266846
Saved image output/00009.png at 25.932782649993896
40%|████ | 10/25 [00:23<00:29, 1.96s/it]
Handling sample 11 at 26.531123638153076
Processing image 0 at 26.53122115135193
Saved image output/00000.png at 26.664782762527466
Processing image 1 at 26.664811611175537
Saved image output/00001.png at 26.797959327697754
Processing image 2 at 26.79799175262451
Saved image output/00002.png at 26.928757190704346
Processing image 3 at 26.928786516189575
Saved image output/00003.png at 27.04796075820923
Processing image 4 at 27.04799461364746
Saved image output/00004.png at 27.171319246292114
Processing image 5 at 27.171350717544556
Saved image output/00005.png at 27.29611110687256
Processing image 6 at 27.296139001846313
Saved image output/00006.png at 27.419423580169678
Processing image 7 at 27.419471979141235
Saved image output/00007.png at 27.541205406188965
Processing image 8 at 27.541232109069824
Saved image output/00008.png at 27.664127349853516
Processing image 9 at 27.664155960083008
Saved image output/00009.png at 27.78837752342224
44%|████▍ | 11/25 [00:25<00:27, 1.93s/it]
Handling sample 12 at 28.388235569000244
Processing image 0 at 28.388320922851562
Saved image output/00000.png at 28.52170443534851
Processing image 1 at 28.521734476089478
Saved image output/00001.png at 28.65414309501648
Processing image 2 at 28.654170036315918
Saved image output/00002.png at 28.77868962287903
Processing image 3 at 28.778717041015625
Saved image output/00003.png at 28.900248765945435
Processing image 4 at 28.90027689933777
Saved image output/00004.png at 29.01969003677368
Processing image 5 at 29.01971697807312
Saved image output/00005.png at 29.142367601394653
Processing image 6 at 29.1423921585083
Saved image output/00006.png at 29.267169952392578
Processing image 7 at 29.267205715179443
Saved image output/00007.png at 29.38802194595337
Processing image 8 at 29.388049364089966
Saved image output/00008.png at 29.51508331298828
Processing image 9 at 29.515116214752197
Saved image output/00009.png at 29.638941049575806
48%|████▊ | 12/25 [00:27<00:24, 1.91s/it]
Handling sample 13 at 30.24128746986389
Processing image 0 at 30.24139165878296
Saved image output/00000.png at 30.374695539474487
Processing image 1 at 30.374727725982666
Saved image output/00001.png at 30.508281707763672
Processing image 2 at 30.508320808410645
Saved image output/00002.png at 30.6310453414917
Processing image 3 at 30.631076097488403
Saved image output/00003.png at 30.752179861068726
Processing image 4 at 30.752209186553955
Saved image output/00004.png at 30.87982153892517
Processing image 5 at 30.879850387573242
Saved image output/00005.png at 30.99870014190674
Processing image 6 at 30.998727321624756
Saved image output/00006.png at 31.126015663146973
Processing image 7 at 31.12604284286499
Saved image output/00007.png at 31.250301837921143
Processing image 8 at 31.250330686569214
Saved image output/00008.png at 31.371283054351807
Processing image 9 at 31.37132430076599
Saved image output/00009.png at 31.495158195495605
52%|█████▏ | 13/25 [00:29<00:22, 1.89s/it]
Handling sample 14 at 32.10062122344971
Processing image 0 at 32.1007034778595
Saved image output/00000.png at 32.23509192466736
Processing image 1 at 32.23511981964111
Saved image output/00001.png at 32.36508131027222
Processing image 2 at 32.36510920524597
Saved image output/00002.png at 32.48454022407532
Processing image 3 at 32.48457598686218
Saved image output/00003.png at 32.603435754776
Processing image 4 at 32.60347390174866
Saved image output/00004.png at 32.72601079940796
Processing image 5 at 32.7260422706604
Saved image output/00005.png at 32.84678411483765
Processing image 6 at 32.846816301345825
Saved image output/00006.png at 32.97585368156433
Processing image 7 at 32.97588014602661
Saved image output/00007.png at 33.09778642654419
Processing image 8 at 33.09781360626221
Saved image output/00008.png at 33.21790599822998
Processing image 9 at 33.21793055534363
Saved image output/00009.png at 33.338170289993286
56%|█████▌ | 14/25 [00:31<00:20, 1.88s/it]
Handling sample 15 at 33.94572472572327
Processing image 0 at 33.94581723213196
Saved image output/00000.png at 34.082292795181274
Processing image 1 at 34.08232307434082
Saved image output/00001.png at 34.2102587223053
Processing image 2 at 34.21028518676758
Saved image output/00002.png at 34.32971143722534
Processing image 3 at 34.32973790168762
Saved image output/00003.png at 34.45055913925171
Processing image 4 at 34.45058584213257
Saved image output/00004.png at 34.57272553443909
Processing image 5 at 34.572762966156006
Saved image output/00005.png at 34.69290471076965
Processing image 6 at 34.69293141365051
Saved image output/00006.png at 34.82077097892761
Processing image 7 at 34.82079839706421
Saved image output/00007.png at 34.94234251976013
Processing image 8 at 34.94236755371094
Saved image output/00008.png at 35.062260389328
Processing image 9 at 35.06228590011597
Saved image output/00009.png at 35.184823513031006
60%|██████ | 15/25 [00:33<00:18, 1.87s/it]
Handling sample 16 at 35.792789697647095
Processing image 0 at 35.79289388656616
Saved image output/00000.png at 35.92690372467041
Processing image 1 at 35.92693114280701
Saved image output/00001.png at 36.05259943008423
Processing image 2 at 36.0526282787323
Saved image output/00002.png at 36.17021942138672
Processing image 3 at 36.170244216918945
Saved image output/00003.png at 36.28951025009155
Processing image 4 at 36.28953790664673
Saved image output/00004.png at 36.40968370437622
Processing image 5 at 36.409708738327026
Saved image output/00005.png at 36.53061866760254
Processing image 6 at 36.53064751625061
Saved image output/00006.png at 36.656301736831665
Processing image 7 at 36.65632772445679
Saved image output/00007.png at 36.77727198600769
Processing image 8 at 36.77729916572571
Saved image output/00008.png at 36.89607119560242
Processing image 9 at 36.896111249923706
Saved image output/00009.png at 37.01635813713074
64%|██████▍ | 16/25 [00:34<00:16, 1.86s/it]
Handling sample 17 at 37.62443161010742
Processing image 0 at 37.62454104423523
Saved image output/00000.png at 37.75810980796814
Processing image 1 at 37.758140563964844
Saved image output/00001.png at 37.88100504875183
Processing image 2 at 37.88103437423706
Saved image output/00002.png at 38.000571966171265
Processing image 3 at 38.00059986114502
Saved image output/00003.png at 38.12030529975891
Processing image 4 at 38.120330572128296
Saved image output/00004.png at 38.24372863769531
Processing image 5 at 38.243754863739014
Saved image output/00005.png at 38.360156297683716
Processing image 6 at 38.36019539833069
Saved image output/00006.png at 38.4888060092926
Processing image 7 at 38.48883676528931
Saved image output/00007.png at 38.60998868942261
Processing image 8 at 38.61001896858215
Saved image output/00008.png at 38.73047757148743
Processing image 9 at 38.73050832748413
Saved image output/00009.png at 38.84832763671875
68%|██████▊ | 17/25 [00:36<00:14, 1.85s/it]
Handling sample 18 at 39.458741426467896
Processing image 0 at 39.45883059501648
Saved image output/00000.png at 39.594310998916626
Processing image 1 at 39.594345808029175
Saved image output/00001.png at 39.717846155166626
Processing image 2 at 39.7178738117218
Saved image output/00002.png at 39.834908962249756
Processing image 3 at 39.83493781089783
Saved image output/00003.png at 39.95551896095276
Processing image 4 at 39.95555067062378
Saved image output/00004.png at 40.0776047706604
Processing image 5 at 40.07763409614563
Saved image output/00005.png at 40.19485878944397
Processing image 6 at 40.19490051269531
Saved image output/00006.png at 40.32335305213928
Processing image 7 at 40.323395013809204
Saved image output/00007.png at 40.445072889328
Processing image 8 at 40.44512677192688
Saved image output/00008.png at 40.56959009170532
Processing image 9 at 40.569631814956665
Saved image output/00009.png at 40.68821620941162
72%|███████▏ | 18/25 [00:38<00:12, 1.85s/it]
Handling sample 19 at 41.30050563812256
Processing image 0 at 41.30059504508972
Saved image output/00000.png at 41.43549132347107
Processing image 1 at 41.43551707267761
Saved image output/00001.png at 41.55770707130432
Processing image 2 at 41.557732582092285
Saved image output/00002.png at 41.68019390106201
Processing image 3 at 41.68022274971008
Saved image output/00003.png at 41.79992938041687
Processing image 4 at 41.79996395111084
Saved image output/00004.png at 41.92143416404724
Processing image 5 at 41.921480655670166
Saved image output/00005.png at 42.0368013381958
Processing image 6 at 42.0368275642395
Saved image output/00006.png at 42.164313077926636
Processing image 7 at 42.16433906555176
Saved image output/00007.png at 42.28538775444031
Processing image 8 at 42.28541326522827
Saved image output/00008.png at 42.405614137649536
Processing image 9 at 42.40563917160034
Saved image output/00009.png at 42.52269530296326
76%|███████▌ | 19/25 [00:40<00:11, 1.84s/it]
Handling sample 20 at 43.1375789642334
Processing image 0 at 43.137664556503296
Saved image output/00000.png at 43.27168273925781
Processing image 1 at 43.271708250045776
Saved image output/00001.png at 43.394587993621826
Processing image 2 at 43.394615173339844
Saved image output/00002.png at 43.515034675598145
Processing image 3 at 43.51506209373474
Saved image output/00003.png at 43.634631872177124
Processing image 4 at 43.634657859802246
Saved image output/00004.png at 43.754119634628296
Processing image 5 at 43.75414705276489
Saved image output/00005.png at 43.871862173080444
Processing image 6 at 43.871893882751465
Saved image output/00006.png at 44.00007629394531
Processing image 7 at 44.00010347366333
Saved image output/00007.png at 44.122684478759766
Processing image 8 at 44.122714042663574
Saved image output/00008.png at 44.24312376976013
Processing image 9 at 44.243152379989624
Saved image output/00009.png at 44.360507011413574
80%|████████ | 20/25 [00:42<00:09, 1.84s/it]
Handling sample 21 at 44.97981834411621
Processing image 0 at 44.97990417480469
Saved image output/00000.png at 45.114022970199585
Processing image 1 at 45.11406135559082
Saved image output/00001.png at 45.235374450683594
Processing image 2 at 45.23540258407593
Saved image output/00002.png at 45.35452938079834
Processing image 3 at 45.35456204414368
Saved image output/00003.png at 45.47517275810242
Processing image 4 at 45.475199699401855
Saved image output/00004.png at 45.5962131023407
Processing image 5 at 45.59623956680298
Saved image output/00005.png at 45.7160861492157
Processing image 6 at 45.716113805770874
Saved image output/00006.png at 45.84375286102295
Processing image 7 at 45.843782901763916
Saved image output/00007.png at 45.96438527107239
Processing image 8 at 45.964412450790405
Saved image output/00008.png at 46.08370304107666
Processing image 9 at 46.08372926712036
Saved image output/00009.png at 46.20168590545654
84%|████████▍ | 21/25 [00:44<00:07, 1.84s/it]
Handling sample 22 at 46.819783210754395
Processing image 0 at 46.81986951828003
Saved image output/00000.png at 46.95697069168091
Processing image 1 at 46.95700168609619
Saved image output/00001.png at 47.08162021636963
Processing image 2 at 47.08165216445923
Saved image output/00002.png at 47.20030212402344
Processing image 3 at 47.20032858848572
Saved image output/00003.png at 47.31832575798035
Processing image 4 at 47.318352699279785
Saved image output/00004.png at 47.44378900527954
Processing image 5 at 47.443828105926514
Saved image output/00005.png at 47.56363773345947
Processing image 6 at 47.56367325782776
Saved image output/00006.png at 47.693432092666626
Processing image 7 at 47.693477153778076
Saved image output/00007.png at 47.81661534309387
Processing image 8 at 47.816656827926636
Saved image output/00008.png at 47.936767578125
Processing image 9 at 47.936811208724976
Saved image output/00009.png at 48.05603551864624
88%|████████▊ | 22/25 [00:45<00:05, 1.84s/it]
Handling sample 23 at 48.678550481796265
Processing image 0 at 48.67867183685303
Saved image output/00000.png at 48.81360650062561
Processing image 1 at 48.81363773345947
Saved image output/00001.png at 48.93426537513733
Processing image 2 at 48.93429923057556
Saved image output/00002.png at 49.05331468582153
Processing image 3 at 49.05335211753845
Saved image output/00003.png at 49.17314863204956
Processing image 4 at 49.173179388046265
Saved image output/00004.png at 49.29570508003235
Processing image 5 at 49.29575252532959
Saved image output/00005.png at 49.41409993171692
Processing image 6 at 49.41412973403931
Saved image output/00006.png at 49.54547929763794
Processing image 7 at 49.54551577568054
Saved image output/00007.png at 49.6669647693634
Processing image 8 at 49.66699719429016
Saved image output/00008.png at 49.786712884902954
Processing image 9 at 49.78674840927124
Saved image output/00009.png at 49.90875458717346
92%|█████████▏| 23/25 [00:47<00:03, 1.84s/it]
Handling sample 24 at 50.530707120895386
Processing image 0 at 50.53084588050842
Saved image output/00000.png at 50.66387343406677
Processing image 1 at 50.66390919685364
Saved image output/00001.png at 50.7882182598114
Processing image 2 at 50.78825259208679
Saved image output/00002.png at 50.9067006111145
Processing image 3 at 50.90673112869263
Saved image output/00003.png at 51.02595853805542
Processing image 4 at 51.02599596977234
Saved image output/00004.png at 51.14700198173523
Processing image 5 at 51.14703011512756
Saved image output/00005.png at 51.26539397239685
Processing image 6 at 51.26542353630066
Saved image output/00006.png at 51.39279747009277
Processing image 7 at 51.39282560348511
Saved image output/00007.png at 51.514158487319946
Processing image 8 at 51.51418614387512
Saved image output/00008.png at 51.63379979133606
Processing image 9 at 51.633827447891235
Saved image output/00009.png at 51.7590811252594
96%|█████████▌| 24/25 [00:49<00:01, 1.85s/it]
100%|██████████| 25/25 [00:51<00:00, 1.85s/it]
100%|██████████| 25/25 [00:51<00:00, 2.06s/it]
Prediction done at 51.7602801322937