sakemin / audiosr-long-audio
Versatile Audio Super-resolution at Scale which upsamples audio files to 48khz. Longer audio input is possible with this model
Prediction
sakemin/audiosr-long-audio:44b37256d8d2ade24655f05a0d35128642ca90cbad0f5fa0e9bfa2d345124c8cID7qm47flbxdhixpwdbxh3hupqmiStatusSucceededSourceWebHardwareA40 (Large)Total durationCreatedInput
- ddim_steps
- 50
- input_file
- Video Player is loading.Current Time 00:00:000/Duration 00:00:000Loaded: 0%00:00:000Stream Type LIVERemaining Time -00:00:0001x
- Chapters
- descriptions off, selected
- captions settings, opens captions settings dialog
- captions off, selected
This is a modal window.
Beginning of dialog window. Escape will cancel and close the window.
End of dialog window.
- guidance_scale
- 3.5
- truncated_batches
{ "ddim_steps": 50, "input_file": "https://replicate.delivery/pbxt/KAKI8ICYErWME5r97mH0u9PTiWSahhMWKQe6MBgyWt2bXku7/replicate-prediction-7qwdluzb3dgucqauj4gbkzl4w4.wav", "guidance_scale": 3.5, "truncated_batches": true }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run sakemin/audiosr-long-audio using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "sakemin/audiosr-long-audio:44b37256d8d2ade24655f05a0d35128642ca90cbad0f5fa0e9bfa2d345124c8c", { input: { ddim_steps: 50, input_file: "https://replicate.delivery/pbxt/KAKI8ICYErWME5r97mH0u9PTiWSahhMWKQe6MBgyWt2bXku7/replicate-prediction-7qwdluzb3dgucqauj4gbkzl4w4.wav", guidance_scale: 3.5, truncated_batches: true } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun sakemin/audiosr-long-audio using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "sakemin/audiosr-long-audio:44b37256d8d2ade24655f05a0d35128642ca90cbad0f5fa0e9bfa2d345124c8c", input={ "ddim_steps": 50, "input_file": "https://replicate.delivery/pbxt/KAKI8ICYErWME5r97mH0u9PTiWSahhMWKQe6MBgyWt2bXku7/replicate-prediction-7qwdluzb3dgucqauj4gbkzl4w4.wav", "guidance_scale": 3.5, "truncated_batches": True } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run sakemin/audiosr-long-audio 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": "sakemin/audiosr-long-audio:44b37256d8d2ade24655f05a0d35128642ca90cbad0f5fa0e9bfa2d345124c8c", "input": { "ddim_steps": 50, "input_file": "https://replicate.delivery/pbxt/KAKI8ICYErWME5r97mH0u9PTiWSahhMWKQe6MBgyWt2bXku7/replicate-prediction-7qwdluzb3dgucqauj4gbkzl4w4.wav", "guidance_scale": 3.5, "truncated_batches": true } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
Video Player is loading.Current Time 00:00:000/Duration 00:00:000Loaded: 0%00:00:000Stream Type LIVERemaining Time -00:00:0001x- Chapters
- descriptions off, selected
- captions settings, opens captions settings dialog
- captions off, selected
This is a modal window.
Beginning of dialog window. Escape will cancel and close the window.
End of dialog window.
{ "completed_at": "2024-01-04T04:29:59.308436Z", "created_at": "2024-01-04T04:27:39.751705Z", "data_removed": false, "error": null, "id": "7qm47flbxdhixpwdbxh3hupqmi", "input": { "ddim_steps": 50, "input_file": "https://replicate.delivery/pbxt/KAKI8ICYErWME5r97mH0u9PTiWSahhMWKQe6MBgyWt2bXku7/replicate-prediction-7qwdluzb3dgucqauj4gbkzl4w4.wav", "guidance_scale": 3.5, "truncated_batches": true }, "logs": "Setting seed to: 546155375\nTruncating batches to 5.12 seconds\n/src/audiosr/utils.py:109: FutureWarning: Pass sr=48000, n_fft=2048, n_mels=256, fmin=20, fmax=24000 as keyword args. From version 0.10 passing these as positional arguments will result in an error\nmel = librosa_mel_fn(sampling_rate, filter_length, n_mel, mel_fmin, mel_fmax)\n2\nRunning DDIM Sampling with 50 timesteps\n 0%| | 0/6 [00:00<?, ?it/s]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:01<01:00, 1.23s/it]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:01<00:27, 1.74it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:01<00:17, 2.76it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:01<00:12, 3.79it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:01<00:09, 4.79it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:01<00:07, 5.70it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:01<00:06, 6.50it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:02<00:05, 7.15it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:02<00:05, 7.63it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:02<00:05, 7.99it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:02<00:04, 8.28it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:02<00:04, 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9.10it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.22it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.30it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.36it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.30it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.37it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.42it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.44it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.34it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.26it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.22it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.19it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.17it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.27it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.35it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.41it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.44it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.38it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.29it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.24it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.21it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.19it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.17it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.31it/s]\nRunning DDIM Sampling with 50 timesteps\n 50%|█████ | 3/6 [00:24<00:22, 7.34s/it]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.66it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.82it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 8.96it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 9.00it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.00it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.03it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.03it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.02it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:01<00:04, 8.99it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.00it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.03it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.04it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 8.92it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:04, 8.95it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.00it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.02it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.02it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:02<00:03, 9.01it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.02it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.03it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.05it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.05it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.07it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.08it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 8.91it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 8.97it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:03<00:02, 9.00it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.03it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.05it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.06it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.07it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.09it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.09it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 8.81it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 8.87it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:04<00:01, 8.93it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 8.95it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 8.99it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.03it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.06it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.07it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.09it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.10it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.08it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.20it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 9.22it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.31it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.37it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.41it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.44it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.06it/s]\nRunning DDIM Sampling with 50 timesteps\n 67%|██████▋ | 4/6 [00:30<00:13, 6.79s/it]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.92it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.91it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 8.98it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 9.04it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.06it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:05, 8.69it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 8.91it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.02it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:01<00:04, 9.05it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.05it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.06it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 8.98it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.00it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.09it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 8.96it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.01it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.03it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:02<00:03, 9.00it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 8.98it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.01it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.04it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.06it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.08it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.10it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.11it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.11it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.11it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.06it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.07it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.09it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.10it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.10it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.10it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.11it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.23it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.31it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 9.37it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.41it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.19it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.15it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:01, 8.90it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 8.83it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 8.92it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 8.97it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.00it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 9.03it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.05it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.06it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.07it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.08it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.06it/s]\nRunning DDIM Sampling with 50 timesteps\n 83%|████████▎ | 5/6 [00:36<00:06, 6.48s/it]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 9.25it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.22it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.25it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.28it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.31it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.34it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.34it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.37it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.38it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.40it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.41it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.43it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:03, 9.44it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.46it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.47it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.47it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.48it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.49it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.48it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.49it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.48it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:02, 9.36it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.28it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.23it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.20it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.28it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.35it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:02<00:02, 9.40it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.44it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.46it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.48it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.50it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.50it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.41it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.13it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.12it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.12it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.24it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.32it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.35it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.38it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.37it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.36it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.33it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.22it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 8.91it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 8.72it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 8.58it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 8.49it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 8.43it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.23it/s]\n100%|██████████| 6/6 [00:42<00:00, 6.26s/it]\n100%|██████████| 6/6 [00:42<00:00, 7.01s/it]\nRunning DDIM Sampling with 50 timesteps\n 0%| | 0/6 [00:00<?, ?it/s]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 9.30it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.41it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.23it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.30it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.34it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.37it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.38it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.35it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.26it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.18it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.13it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.10it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.16it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.24it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.29it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.25it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.29it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.33it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.37it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.40it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.43it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:02, 9.45it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.38it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.28it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.17it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.15it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.25it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.34it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.40it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.37it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.30it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.25it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.21it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.19it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.17it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.15it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.21it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.12it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.12it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.12it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.08it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.05it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.03it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.02it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.15it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.15it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.14it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.22it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.16it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.11it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.23it/s]\nRunning DDIM Sampling with 50 timesteps\n 17%|█▋ | 1/6 [00:05<00:29, 5.84s/it]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.77it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.90it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 8.94it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 8.98it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:05, 8.99it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 8.94it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 8.90it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 8.94it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:01<00:04, 8.96it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 8.97it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.05it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.18it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:03, 9.28it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.34it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.16it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 8.97it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 8.98it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 8.98it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 8.97it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 8.98it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 8.99it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 8.98it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:03, 8.97it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 8.96it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 8.95it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 8.93it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:03<00:02, 8.91it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 8.89it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 8.91it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 8.91it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 8.93it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:02, 8.92it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 8.93it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 8.95it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.09it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:04<00:01, 9.09it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 9.05it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.01it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.00it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 8.99it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:01, 8.94it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 8.95it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 8.96it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 8.97it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:05<00:00, 8.97it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 8.97it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 8.98it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 8.99it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 8.99it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.04it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 8.99it/s]\nRunning DDIM Sampling with 50 timesteps\n 33%|███▎ | 2/6 [00:11<00:23, 5.93s/it]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.82it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.89it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.14it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.27it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.33it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.36it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.27it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.16it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.09it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.02it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.01it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.02it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.03it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.02it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.02it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.11it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.23it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.19it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.13it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.09it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.06it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.05it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.18it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.26it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.22it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.19it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.17it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.01it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.05it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.08it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.09it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.11it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.11it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.13it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.13it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.23it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 9.27it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.18it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.16it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.07it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.08it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.20it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.29it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.35it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.42it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 9.38it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.29it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.15it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.14it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.11it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.15it/s]\nRunning DDIM Sampling with 50 timesteps\n 50%|█████ | 3/6 [00:17<00:17, 5.91s/it]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 9.06it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.25it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.37it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.40it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.42it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.39it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.34it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.18it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.27it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.23it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.20it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.28it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.09it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.13it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.22it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.24it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.26it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.23it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.19it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.28it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.22it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.05it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.11it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.21it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.28it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.29it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.33it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.37it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.39it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.42it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.38it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.42it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.44it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.45it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.46it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.42it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.42it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.44it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.38it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.40it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.39it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.42it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.42it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.36it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.25it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.21it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.20it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.27it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.14it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.14it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.29it/s]\nRunning DDIM Sampling with 50 timesteps\n 67%|██████▋ | 4/6 [00:23<00:11, 5.87s/it]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.25it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.65it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 8.97it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 9.13it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.25it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.32it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 8.75it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 8.85it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:01<00:04, 8.95it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.10it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.21it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.17it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.08it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:04, 8.76it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:04, 8.71it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 8.86it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 8.86it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:02<00:03, 8.99it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.08it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.17it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.06it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.02it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.14it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.23it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.28it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.26it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.19it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.23it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.26it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.29it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.31it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.08it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.13it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.16it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.20it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.25it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 9.06it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 8.90it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 8.84it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 8.80it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:01, 8.97it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.00it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.09it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.10it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.17it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 9.22it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.25it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.13it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.12it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.16it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.08it/s]\nRunning DDIM Sampling with 50 timesteps\n 83%|████████▎ | 5/6 [00:29<00:05, 5.89s/it]\nDDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s]\u001b[A\nDDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.82it/s]\u001b[A\nDDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.02it/s]\u001b[A\nDDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.21it/s]\u001b[A\nDDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 9.08it/s]\u001b[A\nDDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.21it/s]\u001b[A\nDDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.15it/s]\u001b[A\nDDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.12it/s]\u001b[A\nDDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.18it/s]\u001b[A\nDDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.28it/s]\u001b[A\nDDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.32it/s]\u001b[A\nDDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.18it/s]\u001b[A\nDDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.24it/s]\u001b[A\nDDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.14it/s]\u001b[A\nDDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.12it/s]\u001b[A\nDDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.21it/s]\u001b[A\nDDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.16it/s]\u001b[A\nDDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.24it/s]\u001b[A\nDDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.23it/s]\u001b[A\nDDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.20it/s]\u001b[A\nDDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.26it/s]\u001b[A\nDDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.19it/s]\u001b[A\nDDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.21it/s]\u001b[A\nDDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.27it/s]\u001b[A\nDDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.31it/s]\u001b[A\nDDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.35it/s]\u001b[A\nDDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.36it/s]\u001b[A\nDDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.37it/s]\u001b[A\nDDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.37it/s]\u001b[A\nDDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.26it/s]\u001b[A\nDDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.30it/s]\u001b[A\nDDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.32it/s]\u001b[A\nDDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.36it/s]\u001b[A\nDDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.38it/s]\u001b[A\nDDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.41it/s]\u001b[A\nDDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.43it/s]\u001b[A\nDDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.44it/s]\u001b[A\nDDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.39it/s]\u001b[A\nDDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.24it/s]\u001b[A\nDDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.21it/s]\u001b[A\nDDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.24it/s]\u001b[A\nDDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.26it/s]\u001b[A\nDDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.20it/s]\u001b[A\nDDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.21it/s]\u001b[A\nDDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.10it/s]\u001b[A\nDDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.17it/s]\u001b[A\nDDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.19it/s]\u001b[A\nDDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.15it/s]\u001b[A\nDDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.20it/s]\u001b[A\nDDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.24it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.28it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.25it/s]\n100%|██████████| 6/6 [00:35<00:00, 5.87s/it]\n100%|██████████| 6/6 [00:35<00:00, 5.88s/it]\ntorch.Size([1, 1, 2, 1474656])", "metrics": { "predict_time": 79.765364, "total_time": 139.556731 }, "output": "https://replicate.delivery/pbxt/HsdpUZlXF1bJIp6LcTRu5lmpMrkKutMWW5lHv6WIewfGZeRkA/out.wav", "started_at": "2024-01-04T04:28:39.543072Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/7qm47flbxdhixpwdbxh3hupqmi", "cancel": "https://api.replicate.com/v1/predictions/7qm47flbxdhixpwdbxh3hupqmi/cancel" }, "version": "44b37256d8d2ade24655f05a0d35128642ca90cbad0f5fa0e9bfa2d345124c8c" }Generated inSetting seed to: 546155375 Truncating batches to 5.12 seconds /src/audiosr/utils.py:109: FutureWarning: Pass sr=48000, n_fft=2048, n_mels=256, fmin=20, fmax=24000 as keyword args. From version 0.10 passing these as positional arguments will result in an error mel = librosa_mel_fn(sampling_rate, filter_length, n_mel, mel_fmin, mel_fmax) 2 Running DDIM Sampling with 50 timesteps 0%| | 0/6 [00:00<?, ?it/s] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:01<01:00, 1.23s/it] DDIM Sampler: 4%|▍ | 2/50 [00:01<00:27, 1.74it/s] DDIM Sampler: 6%|▌ | 3/50 [00:01<00:17, 2.76it/s] DDIM Sampler: 8%|▊ | 4/50 [00:01<00:12, 3.79it/s] DDIM Sampler: 10%|█ | 5/50 [00:01<00:09, 4.79it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:01<00:07, 5.70it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:01<00:06, 6.50it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:02<00:05, 7.15it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:02<00:05, 7.63it/s] DDIM Sampler: 20%|██ | 10/50 [00:02<00:05, 7.99it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:02<00:04, 8.28it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:02<00:04, 8.49it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:02<00:04, 8.62it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:02<00:04, 8.75it/s] DDIM Sampler: 30%|███ | 15/50 [00:02<00:03, 8.85it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:02<00:03, 8.94it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:03<00:03, 9.00it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:03<00:03, 9.03it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:03<00:03, 9.09it/s] DDIM Sampler: 40%|████ | 20/50 [00:03<00:03, 9.19it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:03<00:03, 9.27it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:03<00:03, 9.25it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:03<00:02, 9.32it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:03<00:02, 9.38it/s] DDIM Sampler: 50%|█████ | 25/50 [00:03<00:02, 9.28it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:03<00:02, 9.24it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:04<00:02, 9.20it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:04<00:02, 9.17it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:04<00:02, 9.15it/s] DDIM Sampler: 60%|██████ | 30/50 [00:04<00:02, 9.13it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:04<00:02, 9.10it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:04<00:01, 9.11it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:04<00:01, 9.09it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:04<00:01, 9.18it/s] DDIM Sampler: 70%|███████ | 35/50 [00:04<00:01, 9.26it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:05<00:01, 9.25it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:05<00:01, 9.06it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:05<00:01, 9.06it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:05<00:01, 9.09it/s] DDIM Sampler: 80%|████████ | 40/50 [00:05<00:01, 9.19it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:05<00:00, 9.26it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:05<00:00, 9.33it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:05<00:00, 9.38it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:05<00:00, 9.35it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:06<00:00, 9.40it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:06<00:00, 9.42it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:06<00:00, 9.44it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:06<00:00, 9.46it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:06<00:00, 9.48it/s] DDIM Sampler: 100%|██████████| 50/50 [00:06<00:00, 9.49it/s] DDIM Sampler: 100%|██████████| 50/50 [00:06<00:00, 7.62it/s] Running DDIM Sampling with 50 timesteps 17%|█▋ | 1/6 [00:12<01:04, 12.86s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 9.17it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.31it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.38it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.43it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.45it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.47it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.48it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.50it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.51it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.51it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.51it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:03, 9.52it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:03, 9.52it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.52it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.52it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.52it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.43it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.45it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.48it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.49it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.51it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:02, 9.51it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.52it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.53it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.53it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.52it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.53it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:02<00:02, 9.53it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.53it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.53it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:01, 9.53it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.53it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.54it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.54it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.54it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.54it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.55it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:03<00:01, 9.55it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.54it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.43it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.46it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.48it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.50it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.51it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.52it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.52it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:04<00:00, 9.52it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.50it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.39it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.31it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.49it/s] Running DDIM Sampling with 50 timesteps 33%|███▎ | 2/6 [00:18<00:34, 8.64s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 9.29it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.40it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:04, 9.45it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.48it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.50it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.50it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.51it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.51it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.36it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.41it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.45it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.47it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:03, 9.49it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.49it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.43it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.46it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.45it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.34it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.28it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.24it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.19it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.16it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.13it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.12it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.12it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.11it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.09it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.10it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.22it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.30it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.36it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.30it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.37it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.42it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.44it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.34it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.26it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.22it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.19it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.17it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.27it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.35it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.41it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.44it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.38it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.29it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.24it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.21it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.19it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.17it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.31it/s] Running DDIM Sampling with 50 timesteps 50%|█████ | 3/6 [00:24<00:22, 7.34s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.66it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.82it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 8.96it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 9.00it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.00it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.03it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.03it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.02it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:01<00:04, 8.99it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.00it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.03it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.04it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 8.92it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:04, 8.95it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.00it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.02it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.02it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:02<00:03, 9.01it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.02it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.03it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.05it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.05it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.07it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.08it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 8.91it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 8.97it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:03<00:02, 9.00it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.03it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.05it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.06it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.07it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.09it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.09it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 8.81it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 8.87it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:04<00:01, 8.93it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 8.95it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 8.99it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.03it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.06it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.07it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.09it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.10it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.08it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.20it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 9.22it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.31it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.37it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.41it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.44it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.06it/s] Running DDIM Sampling with 50 timesteps 67%|██████▋ | 4/6 [00:30<00:13, 6.79s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.92it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.91it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 8.98it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 9.04it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.06it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:05, 8.69it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 8.91it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.02it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:01<00:04, 9.05it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.05it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.06it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 8.98it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.00it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.09it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 8.96it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.01it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.03it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:02<00:03, 9.00it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 8.98it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.01it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.04it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.06it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.08it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.10it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.11it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.11it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.11it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.06it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.07it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.09it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.10it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.10it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.10it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.11it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.23it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.31it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 9.37it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.41it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.19it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.15it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:01, 8.90it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 8.83it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 8.92it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 8.97it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.00it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 9.03it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.05it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.06it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.07it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.08it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.06it/s] Running DDIM Sampling with 50 timesteps 83%|████████▎ | 5/6 [00:36<00:06, 6.48s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 9.25it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.22it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.25it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.28it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.31it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.34it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.34it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.37it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.38it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.40it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.41it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.43it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:03, 9.44it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.46it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.47it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.47it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.48it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.49it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.48it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.49it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.48it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:02, 9.36it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.28it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.23it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.20it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.28it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.35it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:02<00:02, 9.40it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.44it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.46it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.48it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.50it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.50it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.41it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.13it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.12it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.12it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.24it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.32it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.35it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.38it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.37it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.36it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.33it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.22it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 8.91it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 8.72it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 8.58it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 8.49it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 8.43it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.23it/s] 100%|██████████| 6/6 [00:42<00:00, 6.26s/it] 100%|██████████| 6/6 [00:42<00:00, 7.01s/it] Running DDIM Sampling with 50 timesteps 0%| | 0/6 [00:00<?, ?it/s] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 9.30it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.41it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.23it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.30it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.34it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.37it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.38it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.35it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.26it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.18it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.13it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.10it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.16it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.24it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.29it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.25it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.29it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.33it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.37it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.40it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.43it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:02, 9.45it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.38it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.28it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.17it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.15it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.25it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.34it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.40it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.37it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.30it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.25it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.21it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.19it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.17it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.15it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.21it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.12it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.12it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.12it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.08it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.05it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.03it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.02it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.15it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.15it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.14it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.22it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.16it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.11it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.23it/s] Running DDIM Sampling with 50 timesteps 17%|█▋ | 1/6 [00:05<00:29, 5.84s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.77it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.90it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 8.94it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 8.98it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:05, 8.99it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 8.94it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 8.90it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 8.94it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:01<00:04, 8.96it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 8.97it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.05it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.18it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:03, 9.28it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.34it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.16it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 8.97it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 8.98it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 8.98it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 8.97it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 8.98it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 8.99it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 8.98it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:03, 8.97it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 8.96it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 8.95it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 8.93it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:03<00:02, 8.91it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 8.89it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 8.91it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 8.91it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 8.93it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:02, 8.92it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 8.93it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 8.95it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.09it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:04<00:01, 9.09it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 9.05it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.01it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.00it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 8.99it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:01, 8.94it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 8.95it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 8.96it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 8.97it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:05<00:00, 8.97it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 8.97it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 8.98it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 8.99it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 8.99it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.04it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 8.99it/s] Running DDIM Sampling with 50 timesteps 33%|███▎ | 2/6 [00:11<00:23, 5.93s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.82it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.89it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.14it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.27it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.33it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.36it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.27it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.16it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.09it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.02it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.01it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.02it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.03it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.02it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.02it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.11it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.23it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.19it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.13it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.09it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.06it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.05it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.18it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.26it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.22it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.19it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.17it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.01it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.05it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.08it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.09it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.11it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.11it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.13it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.13it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.23it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 9.27it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.18it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.16it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.07it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.08it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.20it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.29it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.35it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.42it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 9.38it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.29it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.15it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.14it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.11it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.15it/s] Running DDIM Sampling with 50 timesteps 50%|█████ | 3/6 [00:17<00:17, 5.91s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 9.06it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.25it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.37it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:04, 9.40it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.42it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.39it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.34it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.18it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.27it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.23it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.20it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.28it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.09it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.13it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.22it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.24it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.26it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.23it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.19it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.28it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.22it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.05it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.11it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.21it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.28it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.29it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.33it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.37it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.39it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.42it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.38it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.42it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.44it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.45it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.46it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.42it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.42it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.44it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.38it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.40it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.39it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.42it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.42it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.36it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.25it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.21it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.20it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.27it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.14it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.14it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.29it/s] Running DDIM Sampling with 50 timesteps 67%|██████▋ | 4/6 [00:23<00:11, 5.87s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.25it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 8.65it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 8.97it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 9.13it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.25it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.32it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 8.75it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 8.85it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:01<00:04, 8.95it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.10it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.21it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.17it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.08it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:04, 8.76it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:04, 8.71it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 8.86it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 8.86it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:02<00:03, 8.99it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.08it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.17it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.06it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.02it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.14it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.23it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.28it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.26it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.19it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.23it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.26it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.29it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.31it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.08it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.13it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.16it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.20it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.25it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:04<00:01, 9.06it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 8.90it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 8.84it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 8.80it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:01, 8.97it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.00it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.09it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.10it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.17it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:05<00:00, 9.22it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.25it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.13it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.12it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.16it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.08it/s] Running DDIM Sampling with 50 timesteps 83%|████████▎ | 5/6 [00:29<00:05, 5.89s/it] DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:00<00:05, 8.82it/s] DDIM Sampler: 4%|▍ | 2/50 [00:00<00:05, 9.02it/s] DDIM Sampler: 6%|▌ | 3/50 [00:00<00:05, 9.21it/s] DDIM Sampler: 8%|▊ | 4/50 [00:00<00:05, 9.08it/s] DDIM Sampler: 10%|█ | 5/50 [00:00<00:04, 9.21it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:00<00:04, 9.15it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:00<00:04, 9.12it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:00<00:04, 9.18it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:00<00:04, 9.28it/s] DDIM Sampler: 20%|██ | 10/50 [00:01<00:04, 9.32it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:01<00:04, 9.18it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:01<00:04, 9.24it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:01<00:04, 9.14it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:01<00:03, 9.12it/s] DDIM Sampler: 30%|███ | 15/50 [00:01<00:03, 9.21it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:01<00:03, 9.16it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:01<00:03, 9.24it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:01<00:03, 9.23it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:02<00:03, 9.20it/s] DDIM Sampler: 40%|████ | 20/50 [00:02<00:03, 9.26it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:02<00:03, 9.19it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:02<00:03, 9.21it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:02<00:02, 9.27it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:02<00:02, 9.31it/s] DDIM Sampler: 50%|█████ | 25/50 [00:02<00:02, 9.35it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:02<00:02, 9.36it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:02<00:02, 9.37it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:03<00:02, 9.37it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:03<00:02, 9.26it/s] DDIM Sampler: 60%|██████ | 30/50 [00:03<00:02, 9.30it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:03<00:02, 9.32it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:03<00:01, 9.36it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:03<00:01, 9.38it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:03<00:01, 9.41it/s] DDIM Sampler: 70%|███████ | 35/50 [00:03<00:01, 9.43it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:03<00:01, 9.44it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:03<00:01, 9.39it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:04<00:01, 9.24it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:04<00:01, 9.21it/s] DDIM Sampler: 80%|████████ | 40/50 [00:04<00:01, 9.24it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:04<00:00, 9.26it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:04<00:00, 9.20it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:04<00:00, 9.21it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:04<00:00, 9.10it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:04<00:00, 9.17it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:04<00:00, 9.19it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:05<00:00, 9.15it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:05<00:00, 9.20it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:05<00:00, 9.24it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.28it/s] DDIM Sampler: 100%|██████████| 50/50 [00:05<00:00, 9.25it/s] 100%|██████████| 6/6 [00:35<00:00, 5.87s/it] 100%|██████████| 6/6 [00:35<00:00, 5.88s/it] torch.Size([1, 1, 2, 1474656])
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