daanelson/plug_and_play_image_translation 🔢🖼️📝 → 🖼️
About
Edit an image using features from diffusion models
Example Output
Output
Performance Metrics
264.23s
Prediction Time
264.29s
Total Time
All Input Parameters
{
"input_image": "https://replicate.delivery/pbxt/IIh6KBwyj0QL3HSIy2YZkJ1sM1A5FrTqtVe5B0Ez9wGFZHyy/horse.png",
"negative_prompt": "a photo of a white horse",
"translation_prompts": "a photo of a robot horse;a photo of a bronze horse in a museum;a photo of a pink toy horse on the beach",
"negative_prompt_alpha": 1,
"feature_injection_threshold": 0.8
}
Input Parameters
- scale
- Unconditional guidance scale. Note that a higher value encourages deviation from the source image (10 is the default for tranlsation from image 7.5 for text
- input_image (required)
- Image to edit (instead of generation prompt
- negative_prompt
- Control the level of deviation from the source image
- generation_prompt
- Instead of input_image, generate an image from a text prompt (Input image is ignored if this is supplied)
- translation_prompts
- Text to Image prompts. A list of edit texts (separated by ';') an image will be output for each edit txt
- negative_prompt_alpha
- Strength of the effect of the negative prompt (lower is stronger)
- feature_injection_threshold
- Control the level of structure preservation. What timestep to stop Injecting the saved features into the translation diffusion process. (0 is first and 1 is final timestep meaning more preservation)
Output Schema
Output
Example Execution Logs
Global seed set to 50 loaded input image of size (512, 512) from /tmp/tmpjn4wp4pbhorse.png Running DDIM inversion with 999 timesteps DDIM Inversion: 0%| | 0/999 [00:00<?, ?it/s] DDIM Inversion: 0%| | 2/999 [00:00<01:30, 10.97it/s] DDIM Inversion: 0%| | 4/999 [00:00<01:26, 11.54it/s] DDIM Inversion: 1%| | 6/999 [00:00<01:26, 11.50it/s] DDIM Inversion: 1%| | 8/999 [00:00<01:23, 11.92it/s] DDIM Inversion: 1%| | 10/999 [00:00<01:20, 12.23it/s] DDIM Inversion: 1%| | 12/999 [00:00<01:19, 12.48it/s] DDIM Inversion: 1%|▏ | 14/999 [00:01<01:17, 12.67it/s] DDIM Inversion: 2%|▏ | 16/999 [00:01<01:17, 12.75it/s] DDIM Inversion: 2%|▏ | 18/999 [00:01<01:20, 12.17it/s] DDIM Inversion: 2%|▏ | 20/999 [00:01<01:19, 12.28it/s] DDIM Inversion: 2%|▏ | 22/999 [00:01<01:21, 11.98it/s] DDIM Inversion: 2%|▏ | 24/999 [00:02<01:24, 11.56it/s] DDIM Inversion: 3%|▎ | 26/999 [00:02<01:21, 11.99it/s] DDIM Inversion: 3%|▎ | 28/999 [00:02<01:24, 11.52it/s] DDIM Inversion: 3%|▎ | 30/999 [00:02<01:24, 11.42it/s] DDIM Inversion: 3%|▎ | 32/999 [00:02<01:23, 11.58it/s] DDIM Inversion: 3%|▎ | 34/999 [00:02<01:22, 11.67it/s] DDIM Inversion: 4%|▎ | 36/999 [00:03<01:21, 11.84it/s] DDIM Inversion: 4%|▍ | 38/999 [00:03<01:19, 12.12it/s] DDIM Inversion: 4%|▍ | 40/999 [00:03<01:18, 12.22it/s] DDIM Inversion: 4%|▍ | 42/999 [00:03<01:19, 12.07it/s] DDIM Inversion: 4%|▍ | 44/999 [00:03<01:17, 12.33it/s] DDIM Inversion: 5%|▍ | 46/999 [00:03<01:19, 11.94it/s] DDIM Inversion: 5%|▍ | 48/999 [00:04<01:20, 11.83it/s] DDIM Inversion: 5%|▌ | 50/999 [00:04<01:19, 12.01it/s] DDIM Inversion: 5%|▌ | 52/999 [00:04<01:21, 11.67it/s] DDIM Inversion: 5%|▌ | 54/999 [00:04<01:19, 11.82it/s] DDIM Inversion: 6%|▌ | 56/999 [00:04<01:18, 11.96it/s] DDIM Inversion: 6%|▌ | 58/999 [00:04<01:17, 12.14it/s] DDIM Inversion: 6%|▌ | 60/999 [00:05<01:18, 12.03it/s] DDIM Inversion: 6%|▌ | 62/999 [00:05<01:16, 12.24it/s] DDIM Inversion: 6%|▋ | 64/999 [00:05<01:19, 11.78it/s] DDIM Inversion: 7%|▋ | 66/999 [00:05<01:18, 11.90it/s] DDIM Inversion: 7%|▋ | 68/999 [00:05<01:16, 12.16it/s] DDIM Inversion: 7%|▋ | 70/999 [00:05<01:20, 11.54it/s] DDIM Inversion: 7%|▋ | 72/999 [00:06<01:23, 11.08it/s] DDIM Inversion: 7%|▋ | 74/999 [00:06<01:26, 10.75it/s] DDIM Inversion: 8%|▊ | 76/999 [00:06<01:26, 10.72it/s] DDIM Inversion: 8%|▊ | 78/999 [00:06<01:25, 10.79it/s] DDIM Inversion: 8%|▊ | 80/999 [00:06<01:25, 10.73it/s] DDIM Inversion: 8%|▊ | 82/999 [00:07<01:25, 10.74it/s] DDIM Inversion: 8%|▊ | 84/999 [00:07<01:22, 11.15it/s] DDIM Inversion: 9%|▊ | 86/999 [00:07<01:18, 11.58it/s] DDIM Inversion: 9%|▉ | 88/999 [00:07<01:17, 11.76it/s] DDIM Inversion: 9%|▉ | 90/999 [00:07<01:15, 12.08it/s] DDIM Inversion: 9%|▉ | 92/999 [00:07<01:13, 12.31it/s] DDIM Inversion: 9%|▉ | 94/999 [00:07<01:15, 11.95it/s] DDIM Inversion: 10%|▉ | 96/999 [00:08<01:19, 11.32it/s] DDIM Inversion: 10%|▉ | 98/999 [00:08<01:21, 10.99it/s] DDIM Inversion: 10%|█ | 100/999 [00:08<01:20, 11.13it/s] DDIM Inversion: 10%|█ | 102/999 [00:08<01:18, 11.41it/s] DDIM Inversion: 10%|█ | 104/999 [00:08<01:18, 11.38it/s] DDIM Inversion: 11%|█ | 106/999 [00:09<01:19, 11.21it/s] DDIM Inversion: 11%|█ | 108/999 [00:09<01:18, 11.30it/s] DDIM Inversion: 11%|█ | 110/999 [00:09<01:18, 11.37it/s] DDIM Inversion: 11%|█ | 112/999 [00:09<01:24, 10.54it/s] DDIM Inversion: 11%|█▏ | 114/999 [00:09<01:22, 10.76it/s] DDIM Inversion: 12%|█▏ | 116/999 [00:10<01:21, 10.82it/s] DDIM Inversion: 12%|█▏ | 118/999 [00:10<01:21, 10.81it/s] DDIM Inversion: 12%|█▏ | 120/999 [00:10<01:19, 11.12it/s] DDIM Inversion: 12%|█▏ | 122/999 [00:10<01:17, 11.26it/s] DDIM Inversion: 12%|█▏ | 124/999 [00:10<01:17, 11.31it/s] DDIM Inversion: 13%|█▎ | 126/999 [00:10<01:21, 10.73it/s] DDIM Inversion: 13%|█▎ | 128/999 [00:11<01:18, 11.06it/s] DDIM Inversion: 13%|█▎ | 130/999 [00:11<01:20, 10.77it/s] DDIM Inversion: 13%|█▎ | 132/999 [00:11<01:19, 10.90it/s] DDIM Inversion: 13%|█▎ | 134/999 [00:11<01:15, 11.49it/s] DDIM Inversion: 14%|█▎ | 136/999 [00:11<01:12, 11.88it/s] DDIM Inversion: 14%|█▍ | 138/999 [00:11<01:11, 11.96it/s] DDIM Inversion: 14%|█▍ | 140/999 [00:12<01:09, 12.32it/s] DDIM Inversion: 14%|█▍ | 142/999 [00:12<01:09, 12.32it/s] DDIM Inversion: 14%|█▍ | 144/999 [00:12<01:09, 12.26it/s] DDIM Inversion: 15%|█▍ | 146/999 [00:12<01:08, 12.44it/s] DDIM Inversion: 15%|█▍ | 148/999 [00:12<01:09, 12.17it/s] DDIM Inversion: 15%|█▌ | 150/999 [00:12<01:08, 12.39it/s] DDIM Inversion: 15%|█▌ | 152/999 [00:13<01:08, 12.40it/s] DDIM Inversion: 15%|█▌ | 154/999 [00:13<01:07, 12.57it/s] DDIM Inversion: 16%|█▌ | 156/999 [00:13<01:06, 12.59it/s] DDIM Inversion: 16%|█▌ | 158/999 [00:13<01:08, 12.34it/s] DDIM Inversion: 16%|█▌ | 160/999 [00:13<01:07, 12.49it/s] DDIM Inversion: 16%|█▌ | 162/999 [00:13<01:06, 12.51it/s] DDIM Inversion: 16%|█▋ | 164/999 [00:14<01:06, 12.56it/s] DDIM Inversion: 17%|█▋ | 166/999 [00:14<01:08, 12.18it/s] DDIM Inversion: 17%|█▋ | 168/999 [00:14<01:12, 11.39it/s] DDIM Inversion: 17%|█▋ | 170/999 [00:14<01:10, 11.70it/s] DDIM Inversion: 17%|█▋ | 172/999 [00:14<01:11, 11.58it/s] DDIM Inversion: 17%|█▋ | 174/999 [00:14<01:11, 11.52it/s] DDIM Inversion: 18%|█▊ | 176/999 [00:15<01:13, 11.26it/s] DDIM Inversion: 18%|█▊ | 178/999 [00:15<01:13, 11.19it/s] DDIM Inversion: 18%|█▊ | 180/999 [00:15<01:13, 11.17it/s] DDIM Inversion: 18%|█▊ | 182/999 [00:15<01:12, 11.29it/s] DDIM Inversion: 18%|█▊ | 184/999 [00:15<01:10, 11.49it/s] DDIM Inversion: 19%|█▊ | 186/999 [00:15<01:08, 11.84it/s] DDIM Inversion: 19%|█▉ | 188/999 [00:16<01:07, 12.04it/s] DDIM Inversion: 19%|█▉ | 190/999 [00:16<01:06, 12.22it/s] DDIM Inversion: 19%|█▉ | 192/999 [00:16<01:08, 11.79it/s] DDIM Inversion: 19%|█▉ | 194/999 [00:16<01:08, 11.71it/s] DDIM Inversion: 20%|█▉ | 196/999 [00:16<01:07, 11.89it/s] DDIM Inversion: 20%|█▉ | 198/999 [00:16<01:05, 12.17it/s] DDIM Inversion: 20%|██ | 200/999 [00:17<01:06, 12.03it/s] DDIM Inversion: 20%|██ | 202/999 [00:17<01:05, 12.20it/s] DDIM Inversion: 20%|██ | 204/999 [00:17<01:05, 12.08it/s] DDIM Inversion: 21%|██ | 206/999 [00:17<01:04, 12.26it/s] DDIM Inversion: 21%|██ | 208/999 [00:17<01:03, 12.43it/s] DDIM Inversion: 21%|██ | 210/999 [00:17<01:06, 11.91it/s] DDIM Inversion: 21%|██ | 212/999 [00:18<01:07, 11.65it/s] DDIM Inversion: 21%|██▏ | 214/999 [00:18<01:12, 10.87it/s] DDIM Inversion: 22%|██▏ | 216/999 [00:18<01:12, 10.84it/s] DDIM Inversion: 22%|██▏ | 218/999 [00:18<01:12, 10.72it/s] DDIM Inversion: 22%|██▏ | 220/999 [00:18<01:12, 10.77it/s] DDIM Inversion: 22%|██▏ | 222/999 [00:19<01:08, 11.39it/s] DDIM Inversion: 22%|██▏ | 224/999 [00:19<01:09, 11.08it/s] DDIM Inversion: 23%|██▎ | 226/999 [00:19<01:13, 10.56it/s] DDIM Inversion: 23%|██▎ | 228/999 [00:19<01:12, 10.68it/s] DDIM Inversion: 23%|██▎ | 230/999 [00:19<01:10, 10.91it/s] DDIM Inversion: 23%|██▎ | 232/999 [00:19<01:11, 10.79it/s] DDIM Inversion: 23%|██▎ | 234/999 [00:20<01:11, 10.72it/s] DDIM Inversion: 24%|██▎ | 236/999 [00:20<01:12, 10.58it/s] DDIM Inversion: 24%|██▍ | 238/999 [00:20<01:10, 10.79it/s] DDIM Inversion: 24%|██▍ | 240/999 [00:20<01:10, 10.83it/s] DDIM Inversion: 24%|██▍ | 242/999 [00:20<01:09, 10.94it/s] DDIM Inversion: 24%|██▍ | 244/999 [00:21<01:07, 11.24it/s] DDIM Inversion: 25%|██▍ | 246/999 [00:21<01:04, 11.66it/s] DDIM Inversion: 25%|██▍ | 248/999 [00:21<01:06, 11.37it/s] DDIM Inversion: 25%|██▌ | 250/999 [00:21<01:03, 11.80it/s] DDIM Inversion: 25%|██▌ | 252/999 [00:21<01:05, 11.47it/s] DDIM Inversion: 25%|██▌ | 254/999 [00:21<01:05, 11.41it/s] DDIM Inversion: 26%|██▌ | 256/999 [00:22<01:03, 11.63it/s] DDIM Inversion: 26%|██▌ | 258/999 [00:22<01:01, 11.95it/s] DDIM Inversion: 26%|██▌ | 260/999 [00:22<01:05, 11.35it/s] DDIM Inversion: 26%|██▌ | 262/999 [00:22<01:02, 11.74it/s] DDIM Inversion: 26%|██▋ | 264/999 [00:22<01:01, 11.93it/s] DDIM Inversion: 27%|██▋ | 266/999 [00:22<01:01, 11.88it/s] DDIM Inversion: 27%|██▋ | 268/999 [00:23<01:01, 11.95it/s] DDIM Inversion: 27%|██▋ | 270/999 [00:23<01:02, 11.71it/s] DDIM Inversion: 27%|██▋ | 272/999 [00:23<01:01, 11.80it/s] DDIM Inversion: 27%|██▋ | 274/999 [00:23<00:59, 12.11it/s] DDIM Inversion: 28%|██▊ | 276/999 [00:23<00:58, 12.26it/s] DDIM Inversion: 28%|██▊ | 278/999 [00:23<00:58, 12.40it/s] DDIM Inversion: 28%|██▊ | 280/999 [00:24<00:57, 12.49it/s] DDIM Inversion: 28%|██▊ | 282/999 [00:24<00:59, 12.01it/s] DDIM Inversion: 28%|██▊ | 284/999 [00:24<00:59, 12.02it/s] DDIM Inversion: 29%|██▊ | 286/999 [00:24<00:58, 12.25it/s] DDIM Inversion: 29%|██▉ | 288/999 [00:24<00:59, 11.98it/s] DDIM Inversion: 29%|██▉ | 290/999 [00:24<00:57, 12.24it/s] DDIM Inversion: 29%|██▉ | 292/999 [00:25<00:57, 12.40it/s] DDIM Inversion: 29%|██▉ | 294/999 [00:25<00:56, 12.50it/s] DDIM Inversion: 30%|██▉ | 296/999 [00:25<00:59, 11.76it/s] DDIM Inversion: 30%|██▉ | 298/999 [00:25<01:00, 11.60it/s] DDIM Inversion: 30%|███ | 300/999 [00:25<00:58, 12.02it/s] DDIM Inversion: 30%|███ | 302/999 [00:25<00:57, 12.14it/s] DDIM Inversion: 30%|███ | 304/999 [00:26<00:58, 11.90it/s] DDIM Inversion: 31%|███ | 306/999 [00:26<00:57, 12.11it/s] DDIM Inversion: 31%|███ | 308/999 [00:26<00:57, 11.97it/s] DDIM Inversion: 31%|███ | 310/999 [00:26<00:56, 12.23it/s] DDIM Inversion: 31%|███ | 312/999 [00:26<00:55, 12.38it/s] DDIM Inversion: 31%|███▏ | 314/999 [00:26<00:56, 12.21it/s] DDIM Inversion: 32%|███▏ | 316/999 [00:27<00:55, 12.26it/s] DDIM Inversion: 32%|███▏ | 318/999 [00:27<00:56, 12.01it/s] DDIM Inversion: 32%|███▏ | 320/999 [00:27<00:57, 11.73it/s] DDIM Inversion: 32%|███▏ | 322/999 [00:27<00:56, 11.91it/s] DDIM Inversion: 32%|███▏ | 324/999 [00:27<00:57, 11.64it/s] DDIM Inversion: 33%|███▎ | 326/999 [00:27<01:02, 10.85it/s] DDIM Inversion: 33%|███▎ | 328/999 [00:28<01:01, 10.94it/s] DDIM Inversion: 33%|███▎ | 330/999 [00:28<01:04, 10.42it/s] DDIM Inversion: 33%|███▎ | 332/999 [00:28<01:04, 10.26it/s] DDIM Inversion: 33%|███▎ | 334/999 [00:28<01:01, 10.77it/s] DDIM Inversion: 34%|███▎ | 336/999 [00:28<01:02, 10.55it/s] DDIM Inversion: 34%|███▍ | 338/999 [00:29<01:00, 10.93it/s] DDIM Inversion: 34%|███▍ | 340/999 [00:29<00:57, 11.38it/s] DDIM Inversion: 34%|███▍ | 342/999 [00:29<00:57, 11.52it/s] DDIM Inversion: 34%|███▍ | 344/999 [00:29<00:56, 11.69it/s] DDIM Inversion: 35%|███▍ | 346/999 [00:29<00:56, 11.52it/s] DDIM Inversion: 35%|███▍ | 348/999 [00:29<00:57, 11.36it/s] DDIM Inversion: 35%|███▌ | 350/999 [00:30<00:58, 11.17it/s] DDIM Inversion: 35%|███▌ | 352/999 [00:30<00:58, 11.03it/s] DDIM Inversion: 35%|███▌ | 354/999 [00:30<01:00, 10.72it/s] DDIM Inversion: 36%|███▌ | 356/999 [00:30<00:57, 11.17it/s] DDIM Inversion: 36%|███▌ | 358/999 [00:30<00:57, 11.10it/s] DDIM Inversion: 36%|███▌ | 360/999 [00:31<00:56, 11.31it/s] DDIM Inversion: 36%|███▌ | 362/999 [00:31<00:53, 11.80it/s] DDIM Inversion: 36%|███▋ | 364/999 [00:31<00:52, 12.07it/s] DDIM Inversion: 37%|███▋ | 366/999 [00:31<00:54, 11.59it/s] DDIM Inversion: 37%|███▋ | 368/999 [00:31<00:52, 11.92it/s] DDIM Inversion: 37%|███▋ | 370/999 [00:31<00:52, 11.95it/s] DDIM Inversion: 37%|███▋ | 372/999 [00:32<00:55, 11.32it/s] DDIM Inversion: 37%|███▋ | 374/999 [00:32<00:54, 11.53it/s] DDIM Inversion: 38%|███▊ | 376/999 [00:32<00:55, 11.17it/s] DDIM Inversion: 38%|███▊ | 378/999 [00:32<00:54, 11.44it/s] DDIM Inversion: 38%|███▊ | 380/999 [00:32<00:54, 11.28it/s] DDIM Inversion: 38%|███▊ | 382/999 [00:32<00:55, 11.14it/s] DDIM Inversion: 38%|███▊ | 384/999 [00:33<00:52, 11.66it/s] DDIM Inversion: 39%|███▊ | 386/999 [00:33<00:52, 11.77it/s] DDIM Inversion: 39%|███▉ | 388/999 [00:33<00:51, 11.76it/s] DDIM Inversion: 39%|███▉ | 390/999 [00:33<00:51, 11.76it/s] DDIM Inversion: 39%|███▉ | 392/999 [00:33<00:51, 11.81it/s] DDIM Inversion: 39%|███▉ | 394/999 [00:33<00:52, 11.48it/s] DDIM Inversion: 40%|███▉ | 396/999 [00:34<00:51, 11.74it/s] DDIM Inversion: 40%|███▉ | 398/999 [00:34<00:49, 12.02it/s] DDIM Inversion: 40%|████ | 400/999 [00:34<00:50, 11.89it/s] DDIM Inversion: 40%|████ | 402/999 [00:34<00:51, 11.62it/s] DDIM Inversion: 40%|████ | 404/999 [00:34<00:51, 11.45it/s] DDIM Inversion: 41%|████ | 406/999 [00:35<00:53, 11.10it/s] DDIM Inversion: 41%|████ | 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11.05it/s] DDIM Inversion: 44%|████▍ | 442/999 [00:38<00:50, 11.08it/s] DDIM Inversion: 44%|████▍ | 444/999 [00:38<00:50, 10.89it/s] DDIM Inversion: 45%|████▍ | 446/999 [00:38<00:49, 11.14it/s] DDIM Inversion: 45%|████▍ | 448/999 [00:38<00:48, 11.32it/s] DDIM Inversion: 45%|████▌ | 450/999 [00:38<00:47, 11.55it/s] DDIM Inversion: 45%|████▌ | 452/999 [00:39<00:45, 11.91it/s] DDIM Inversion: 45%|████▌ | 454/999 [00:39<00:44, 12.12it/s] DDIM Inversion: 46%|████▌ | 456/999 [00:39<00:43, 12.35it/s] DDIM Inversion: 46%|████▌ | 458/999 [00:39<00:43, 12.34it/s] DDIM Inversion: 46%|████▌ | 460/999 [00:39<00:43, 12.49it/s] DDIM Inversion: 46%|████▌ | 462/999 [00:39<00:42, 12.63it/s] DDIM Inversion: 46%|████▋ | 464/999 [00:39<00:42, 12.54it/s] DDIM Inversion: 47%|████▋ | 466/999 [00:40<00:43, 12.22it/s] DDIM Inversion: 47%|████▋ | 468/999 [00:40<00:42, 12.47it/s] DDIM Inversion: 47%|████▋ | 470/999 [00:40<00:44, 11.87it/s] DDIM Inversion: 47%|████▋ | 472/999 [00:40<00:47, 11.16it/s] DDIM Inversion: 47%|████▋ | 474/999 [00:40<00:48, 10.85it/s] DDIM Inversion: 48%|████▊ | 476/999 [00:41<00:50, 10.43it/s] DDIM Inversion: 48%|████▊ | 478/999 [00:41<00:49, 10.58it/s] DDIM Inversion: 48%|████▊ | 480/999 [00:41<00:49, 10.56it/s] DDIM Inversion: 48%|████▊ | 482/999 [00:41<00:48, 10.65it/s] DDIM Inversion: 48%|████▊ | 484/999 [00:41<00:49, 10.31it/s] DDIM Inversion: 49%|████▊ | 486/999 [00:42<00:49, 10.32it/s] DDIM Inversion: 49%|████▉ | 488/999 [00:42<00:49, 10.31it/s] DDIM Inversion: 49%|████▉ | 490/999 [00:42<00:49, 10.25it/s] DDIM Inversion: 49%|████▉ | 492/999 [00:42<00:46, 10.82it/s] DDIM Inversion: 49%|████▉ | 494/999 [00:42<00:44, 11.35it/s] DDIM Inversion: 50%|████▉ | 496/999 [00:42<00:43, 11.52it/s] DDIM Inversion: 50%|████▉ | 498/999 [00:43<00:42, 11.69it/s] DDIM Inversion: 50%|█████ | 500/999 [00:43<00:42, 11.75it/s] DDIM Inversion: 50%|█████ | 502/999 [00:43<00:42, 11.68it/s] DDIM Inversion: 50%|█████ | 504/999 [00:43<00:42, 11.72it/s] DDIM Inversion: 51%|█████ | 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[00:46<00:37, 12.22it/s] DDIM Inversion: 54%|█████▍ | 540/999 [00:46<00:37, 12.20it/s] DDIM Inversion: 54%|█████▍ | 542/999 [00:46<00:38, 11.75it/s] DDIM Inversion: 54%|█████▍ | 544/999 [00:46<00:39, 11.44it/s] DDIM Inversion: 55%|█████▍ | 546/999 [00:47<00:38, 11.64it/s] DDIM Inversion: 55%|█████▍ | 548/999 [00:47<00:37, 11.88it/s] DDIM Inversion: 55%|█████▌ | 550/999 [00:47<00:37, 11.86it/s] DDIM Inversion: 55%|█████▌ | 552/999 [00:47<00:37, 12.00it/s] DDIM Inversion: 55%|█████▌ | 554/999 [00:47<00:36, 12.05it/s] DDIM Inversion: 56%|█████▌ | 556/999 [00:47<00:37, 11.90it/s] DDIM Inversion: 56%|█████▌ | 558/999 [00:48<00:36, 11.99it/s] DDIM Inversion: 56%|█████▌ | 560/999 [00:48<00:36, 12.08it/s] DDIM Inversion: 56%|█████▋ | 562/999 [00:48<00:37, 11.52it/s] DDIM Inversion: 56%|█████▋ | 564/999 [00:48<00:39, 10.99it/s] DDIM Inversion: 57%|█████▋ | 566/999 [00:48<00:38, 11.26it/s] DDIM Inversion: 57%|█████▋ | 568/999 [00:49<00:38, 11.27it/s] DDIM Inversion: 57%|█████▋ | 570/999 [00:49<00:41, 10.42it/s] DDIM Inversion: 57%|█████▋ | 572/999 [00:49<00:40, 10.58it/s] DDIM Inversion: 57%|█████▋ | 574/999 [00:49<00:38, 11.06it/s] DDIM Inversion: 58%|█████▊ | 576/999 [00:49<00:37, 11.23it/s] DDIM Inversion: 58%|█████▊ | 578/999 [00:49<00:38, 10.90it/s] DDIM Inversion: 58%|█████▊ | 580/999 [00:50<00:37, 11.22it/s] DDIM Inversion: 58%|█████▊ | 582/999 [00:50<00:36, 11.38it/s] DDIM Inversion: 58%|█████▊ | 584/999 [00:50<00:37, 11.21it/s] DDIM Inversion: 59%|█████▊ | 586/999 [00:50<00:36, 11.44it/s] DDIM Inversion: 59%|█████▉ | 588/999 [00:50<00:36, 11.27it/s] DDIM Inversion: 59%|█████▉ | 590/999 [00:51<00:37, 10.78it/s] DDIM Inversion: 59%|█████▉ | 592/999 [00:51<00:38, 10.59it/s] DDIM Inversion: 59%|█████▉ | 594/999 [00:51<00:37, 10.89it/s] DDIM Inversion: 60%|█████▉ | 596/999 [00:51<00:35, 11.25it/s] DDIM Inversion: 60%|█████▉ | 598/999 [00:51<00:35, 11.45it/s] DDIM Inversion: 60%|██████ | 600/999 [00:51<00:35, 11.17it/s] DDIM Inversion: 60%|██████ | 602/999 [00:52<00:34, 11.35it/s] DDIM Inversion: 60%|██████ | 604/999 [00:52<00:35, 11.12it/s] DDIM Inversion: 61%|██████ | 606/999 [00:52<00:35, 11.11it/s] DDIM Inversion: 61%|██████ | 608/999 [00:52<00:35, 11.01it/s] DDIM Inversion: 61%|██████ | 610/999 [00:52<00:35, 11.06it/s] DDIM Inversion: 61%|██████▏ | 612/999 [00:53<00:33, 11.44it/s] DDIM Inversion: 61%|██████▏ | 614/999 [00:53<00:34, 11.20it/s] DDIM Inversion: 62%|██████▏ | 616/999 [00:53<00:33, 11.49it/s] DDIM Inversion: 62%|██████▏ | 618/999 [00:53<00:33, 11.41it/s] DDIM Inversion: 62%|██████▏ | 620/999 [00:53<00:33, 11.33it/s] DDIM Inversion: 62%|██████▏ | 622/999 [00:53<00:33, 11.27it/s] DDIM Inversion: 62%|██████▏ | 624/999 [00:54<00:33, 11.31it/s] DDIM Inversion: 63%|██████▎ | 626/999 [00:54<00:33, 10.97it/s] DDIM Inversion: 63%|██████▎ | 628/999 [00:54<00:33, 11.20it/s] DDIM Inversion: 63%|██████▎ | 630/999 [00:54<00:32, 11.47it/s] DDIM Inversion: 63%|██████▎ | 632/999 [00:54<00:35, 10.43it/s] DDIM Inversion: 63%|██████▎ | 634/999 [00:55<00:34, 10.65it/s] DDIM Inversion: 64%|██████▎ | 636/999 [00:55<00:32, 11.11it/s] DDIM Inversion: 64%|██████▍ | 638/999 [00:55<00:32, 11.15it/s] DDIM Inversion: 64%|██████▍ | 640/999 [00:55<00:31, 11.23it/s] DDIM Inversion: 64%|██████▍ | 642/999 [00:55<00:30, 11.54it/s] DDIM Inversion: 64%|██████▍ | 644/999 [00:55<00:30, 11.74it/s] DDIM Inversion: 65%|██████▍ | 646/999 [00:56<00:30, 11.62it/s] DDIM Inversion: 65%|██████▍ | 648/999 [00:56<00:30, 11.38it/s] DDIM Inversion: 65%|██████▌ | 650/999 [00:56<00:31, 11.10it/s] DDIM Inversion: 65%|██████▌ | 652/999 [00:56<00:32, 10.78it/s] DDIM Inversion: 65%|██████▌ | 654/999 [00:56<00:31, 10.91it/s] DDIM Inversion: 66%|██████▌ | 656/999 [00:56<00:31, 10.75it/s] DDIM Inversion: 66%|██████▌ | 658/999 [00:57<00:30, 11.12it/s] DDIM Inversion: 66%|██████▌ | 660/999 [00:57<00:31, 10.82it/s] DDIM Inversion: 66%|██████▋ | 662/999 [00:57<00:31, 10.77it/s] DDIM Inversion: 66%|██████▋ | 664/999 [00:57<00:30, 10.83it/s] DDIM Inversion: 67%|██████▋ | 666/999 [00:57<00:30, 10.98it/s] DDIM Inversion: 67%|██████▋ | 668/999 [00:58<00:29, 11.15it/s] DDIM Inversion: 67%|██████▋ | 670/999 [00:58<00:29, 10.98it/s] DDIM Inversion: 67%|██████▋ | 672/999 [00:58<00:29, 10.92it/s] DDIM Inversion: 67%|██████▋ | 674/999 [00:58<00:29, 10.92it/s] DDIM Inversion: 68%|██████▊ | 676/999 [00:58<00:29, 10.83it/s] DDIM Inversion: 68%|██████▊ | 678/999 [00:58<00:29, 10.76it/s] DDIM Inversion: 68%|██████▊ | 680/999 [00:59<00:29, 10.71it/s] DDIM Inversion: 68%|██████▊ | 682/999 [00:59<00:30, 10.32it/s] DDIM Inversion: 68%|██████▊ | 684/999 [00:59<00:30, 10.35it/s] DDIM Inversion: 69%|██████▊ | 686/999 [00:59<00:30, 10.27it/s] DDIM Inversion: 69%|██████▉ | 688/999 [00:59<00:30, 10.30it/s] DDIM Inversion: 69%|██████▉ | 690/999 [01:00<00:29, 10.47it/s] DDIM Inversion: 69%|██████▉ | 692/999 [01:00<00:29, 10.48it/s] DDIM Inversion: 69%|██████▉ | 694/999 [01:00<00:29, 10.40it/s] DDIM Inversion: 70%|██████▉ | 696/999 [01:00<00:28, 10.68it/s] DDIM Inversion: 70%|██████▉ | 698/999 [01:00<00:27, 10.79it/s] DDIM Inversion: 70%|███████ | 700/999 [01:01<00:27, 10.71it/s] DDIM Inversion: 70%|███████ | 702/999 [01:01<00:27, 10.87it/s] DDIM Inversion: 70%|███████ | 704/999 [01:01<00:28, 10.39it/s] DDIM Inversion: 71%|███████ | 706/999 [01:01<00:28, 10.34it/s] DDIM Inversion: 71%|███████ | 708/999 [01:01<00:27, 10.48it/s] DDIM Inversion: 71%|███████ | 710/999 [01:02<00:27, 10.45it/s] DDIM Inversion: 71%|███████▏ | 712/999 [01:02<00:27, 10.49it/s] DDIM Inversion: 71%|███████▏ | 714/999 [01:02<00:27, 10.34it/s] DDIM Inversion: 72%|███████▏ | 716/999 [01:02<00:27, 10.46it/s] DDIM Inversion: 72%|███████▏ | 718/999 [01:02<00:27, 10.35it/s] DDIM Inversion: 72%|███████▏ | 720/999 [01:03<00:26, 10.61it/s] DDIM Inversion: 72%|███████▏ | 722/999 [01:03<00:26, 10.62it/s] DDIM Inversion: 72%|███████▏ | 724/999 [01:03<00:26, 10.55it/s] DDIM Inversion: 73%|███████▎ | 726/999 [01:03<00:25, 10.58it/s] DDIM Inversion: 73%|███████▎ | 728/999 [01:03<00:25, 10.64it/s] DDIM Inversion: 73%|███████▎ | 730/999 [01:03<00:24, 11.06it/s] DDIM Inversion: 73%|███████▎ | 732/999 [01:04<00:23, 11.17it/s] DDIM Inversion: 73%|███████▎ | 734/999 [01:04<00:23, 11.33it/s] DDIM Inversion: 74%|███████▎ | 736/999 [01:04<00:23, 11.38it/s] DDIM Inversion: 74%|███████▍ | 738/999 [01:04<00:22, 11.67it/s] DDIM Inversion: 74%|███████▍ | 740/999 [01:04<00:21, 12.03it/s] DDIM Inversion: 74%|███████▍ | 742/999 [01:04<00:20, 12.29it/s] DDIM Inversion: 74%|███████▍ | 744/999 [01:05<00:21, 11.90it/s] DDIM Inversion: 75%|███████▍ | 746/999 [01:05<00:21, 11.53it/s] DDIM Inversion: 75%|███████▍ | 748/999 [01:05<00:21, 11.44it/s] DDIM Inversion: 75%|███████▌ | 750/999 [01:05<00:21, 11.38it/s] DDIM Inversion: 75%|███████▌ | 752/999 [01:05<00:21, 11.26it/s] DDIM Inversion: 75%|███████▌ | 754/999 [01:05<00:21, 11.49it/s] DDIM Inversion: 76%|███████▌ | 756/999 [01:06<00:22, 10.92it/s] DDIM Inversion: 76%|███████▌ | 758/999 [01:06<00:23, 10.20it/s] DDIM Inversion: 76%|███████▌ | 760/999 [01:06<00:23, 10.17it/s] DDIM Inversion: 76%|███████▋ | 762/999 [01:06<00:23, 10.12it/s] DDIM Inversion: 76%|███████▋ | 764/999 [01:06<00:22, 10.54it/s] DDIM Inversion: 77%|███████▋ | 766/999 [01:07<00:21, 10.74it/s] DDIM Inversion: 77%|███████▋ | 768/999 [01:07<00:21, 10.56it/s] DDIM Inversion: 77%|███████▋ | 770/999 [01:07<00:21, 10.74it/s] DDIM Inversion: 77%|███████▋ | 772/999 [01:07<00:21, 10.79it/s] DDIM Inversion: 77%|███████▋ | 774/999 [01:07<00:20, 11.05it/s] DDIM Inversion: 78%|███████▊ | 776/999 [01:08<00:20, 10.97it/s] DDIM Inversion: 78%|███████▊ | 778/999 [01:08<00:20, 10.82it/s] DDIM Inversion: 78%|███████▊ | 780/999 [01:08<00:20, 10.75it/s] DDIM Inversion: 78%|███████▊ | 782/999 [01:08<00:20, 10.79it/s] DDIM Inversion: 78%|███████▊ | 784/999 [01:08<00:19, 10.97it/s] DDIM Inversion: 79%|███████▊ | 786/999 [01:08<00:19, 11.06it/s] DDIM Inversion: 79%|███████▉ | 788/999 [01:09<00:19, 11.00it/s] DDIM Inversion: 79%|███████▉ | 790/999 [01:09<00:19, 10.85it/s] DDIM Inversion: 79%|███████▉ | 792/999 [01:09<00:19, 10.85it/s] DDIM Inversion: 79%|███████▉ | 794/999 [01:09<00:18, 10.98it/s] DDIM Inversion: 80%|███████▉ | 796/999 [01:09<00:18, 10.85it/s] DDIM Inversion: 80%|███████▉ | 798/999 [01:10<00:18, 10.96it/s] DDIM Inversion: 80%|████████ | 800/999 [01:10<00:18, 10.99it/s] DDIM Inversion: 80%|████████ | 802/999 [01:10<00:18, 10.94it/s] DDIM Inversion: 80%|████████ | 804/999 [01:10<00:18, 10.81it/s] DDIM Inversion: 81%|████████ | 806/999 [01:10<00:18, 10.63it/s] DDIM Inversion: 81%|████████ | 808/999 [01:11<00:17, 10.82it/s] DDIM Inversion: 81%|████████ | 810/999 [01:11<00:17, 11.02it/s] DDIM Inversion: 81%|████████▏ | 812/999 [01:11<00:16, 11.12it/s] DDIM Inversion: 81%|████████▏ | 814/999 [01:11<00:16, 11.45it/s] DDIM Inversion: 82%|████████▏ | 816/999 [01:11<00:16, 11.33it/s] DDIM Inversion: 82%|████████▏ | 818/999 [01:11<00:16, 11.04it/s] DDIM Inversion: 82%|████████▏ | 820/999 [01:12<00:15, 11.31it/s] DDIM Inversion: 82%|████████▏ | 822/999 [01:12<00:15, 11.25it/s] DDIM Inversion: 82%|████████▏ | 824/999 [01:12<00:15, 11.22it/s] DDIM Inversion: 83%|████████▎ | 826/999 [01:12<00:15, 11.48it/s] DDIM Inversion: 83%|████████▎ | 828/999 [01:12<00:14, 11.51it/s] DDIM Inversion: 83%|████████▎ | 830/999 [01:12<00:14, 11.42it/s] DDIM Inversion: 83%|████████▎ | 832/999 [01:13<00:14, 11.23it/s] DDIM Inversion: 83%|████████▎ | 834/999 [01:13<00:14, 11.11it/s] DDIM Inversion: 84%|████████▎ | 836/999 [01:13<00:14, 10.88it/s] DDIM Inversion: 84%|████████▍ | 838/999 [01:13<00:14, 11.06it/s] DDIM Inversion: 84%|████████▍ | 840/999 [01:13<00:14, 11.13it/s] DDIM Inversion: 84%|████████▍ | 842/999 [01:14<00:13, 11.44it/s] DDIM Inversion: 84%|████████▍ | 844/999 [01:14<00:13, 11.52it/s] DDIM Inversion: 85%|████████▍ | 846/999 [01:14<00:13, 11.65it/s] DDIM Inversion: 85%|████████▍ | 848/999 [01:14<00:13, 10.96it/s] DDIM Inversion: 85%|████████▌ | 850/999 [01:14<00:13, 11.06it/s] DDIM Inversion: 85%|████████▌ | 852/999 [01:14<00:13, 11.08it/s] DDIM Inversion: 85%|████████▌ | 854/999 [01:15<00:13, 11.12it/s] DDIM Inversion: 86%|████████▌ | 856/999 [01:15<00:12, 11.00it/s] DDIM Inversion: 86%|████████▌ | 858/999 [01:15<00:12, 11.15it/s] DDIM Inversion: 86%|████████▌ | 860/999 [01:15<00:12, 11.49it/s] DDIM Inversion: 86%|████████▋ | 862/999 [01:15<00:12, 11.36it/s] DDIM Inversion: 86%|████████▋ | 864/999 [01:16<00:12, 11.14it/s] DDIM Inversion: 87%|████████▋ | 866/999 [01:16<00:11, 11.11it/s] DDIM Inversion: 87%|████████▋ | 868/999 [01:16<00:11, 11.09it/s] DDIM Inversion: 87%|████████▋ | 870/999 [01:16<00:11, 11.16it/s] DDIM Inversion: 87%|████████▋ | 872/999 [01:16<00:11, 11.08it/s] DDIM Inversion: 87%|████████▋ | 874/999 [01:16<00:11, 11.23it/s] DDIM Inversion: 88%|████████▊ | 876/999 [01:17<00:10, 11.26it/s] DDIM Inversion: 88%|████████▊ | 878/999 [01:17<00:10, 11.73it/s] DDIM Inversion: 88%|████████▊ | 880/999 [01:17<00:10, 11.65it/s] DDIM Inversion: 88%|████████▊ | 882/999 [01:17<00:10, 11.47it/s] DDIM Inversion: 88%|████████▊ | 884/999 [01:17<00:10, 11.14it/s] DDIM Inversion: 89%|████████▊ | 886/999 [01:17<00:10, 11.12it/s] DDIM Inversion: 89%|████████▉ | 888/999 [01:18<00:09, 11.41it/s] DDIM Inversion: 89%|████████▉ | 890/999 [01:18<00:09, 11.65it/s] DDIM Inversion: 89%|████████▉ | 892/999 [01:18<00:09, 11.37it/s] DDIM Inversion: 89%|████████▉ | 894/999 [01:18<00:08, 11.77it/s] DDIM Inversion: 90%|████████▉ | 896/999 [01:18<00:08, 11.49it/s] DDIM Inversion: 90%|████████▉ | 898/999 [01:18<00:08, 11.61it/s] DDIM Inversion: 90%|█████████ | 900/999 [01:19<00:08, 11.72it/s] DDIM Inversion: 90%|█████████ | 902/999 [01:19<00:08, 11.52it/s] DDIM Inversion: 90%|█████████ | 904/999 [01:19<00:08, 11.63it/s] DDIM Inversion: 91%|█████████ | 906/999 [01:19<00:07, 11.76it/s] DDIM Inversion: 91%|█████████ | 908/999 [01:19<00:07, 11.60it/s] DDIM Inversion: 91%|█████████ | 910/999 [01:20<00:07, 11.30it/s] DDIM Inversion: 91%|█████████▏| 912/999 [01:20<00:07, 11.14it/s] DDIM Inversion: 91%|█████████▏| 914/999 [01:20<00:07, 11.09it/s] DDIM Inversion: 92%|█████████▏| 916/999 [01:20<00:07, 10.84it/s] DDIM Inversion: 92%|█████████▏| 918/999 [01:20<00:07, 10.93it/s] DDIM Inversion: 92%|█████████▏| 920/999 [01:20<00:07, 10.59it/s] DDIM Inversion: 92%|█████████▏| 922/999 [01:21<00:07, 10.80it/s] DDIM Inversion: 92%|█████████▏| 924/999 [01:21<00:06, 11.12it/s] DDIM Inversion: 93%|█████████▎| 926/999 [01:21<00:06, 10.98it/s] DDIM Inversion: 93%|█████████▎| 928/999 [01:21<00:06, 10.73it/s] DDIM Inversion: 93%|█████████▎| 930/999 [01:21<00:06, 10.70it/s] DDIM Inversion: 93%|█████████▎| 932/999 [01:22<00:06, 10.70it/s] DDIM Inversion: 93%|█████████▎| 934/999 [01:22<00:05, 11.11it/s] DDIM Inversion: 94%|█████████▎| 936/999 [01:22<00:05, 10.95it/s] DDIM Inversion: 94%|█████████▍| 938/999 [01:22<00:05, 11.17it/s] DDIM Inversion: 94%|█████████▍| 940/999 [01:22<00:05, 11.04it/s] DDIM Inversion: 94%|█████████▍| 942/999 [01:22<00:05, 10.77it/s] DDIM Inversion: 94%|█████████▍| 944/999 [01:23<00:04, 11.13it/s] DDIM Inversion: 95%|█████████▍| 946/999 [01:23<00:04, 11.13it/s] DDIM Inversion: 95%|█████████▍| 948/999 [01:23<00:04, 10.54it/s] DDIM Inversion: 95%|█████████▌| 950/999 [01:23<00:04, 10.51it/s] DDIM Inversion: 95%|█████████▌| 952/999 [01:23<00:04, 10.67it/s] DDIM Inversion: 95%|█████████▌| 954/999 [01:24<00:04, 10.69it/s] DDIM Inversion: 96%|█████████▌| 956/999 [01:24<00:04, 10.65it/s] DDIM Inversion: 96%|█████████▌| 958/999 [01:24<00:03, 10.50it/s] DDIM Inversion: 96%|█████████▌| 960/999 [01:24<00:03, 10.58it/s] DDIM Inversion: 96%|█████████▋| 962/999 [01:24<00:03, 10.57it/s] DDIM Inversion: 96%|█████████▋| 964/999 [01:25<00:03, 10.65it/s] DDIM Inversion: 97%|█████████▋| 966/999 [01:25<00:03, 10.46it/s] DDIM Inversion: 97%|█████████▋| 968/999 [01:25<00:03, 10.10it/s] DDIM Inversion: 97%|█████████▋| 970/999 [01:25<00:02, 10.24it/s] DDIM Inversion: 97%|█████████▋| 972/999 [01:25<00:02, 10.03it/s] DDIM Inversion: 97%|█████████▋| 974/999 [01:26<00:02, 9.93it/s] DDIM Inversion: 98%|█████████▊| 975/999 [01:26<00:02, 9.91it/s] DDIM Inversion: 98%|█████████▊| 976/999 [01:26<00:02, 9.68it/s] DDIM Inversion: 98%|█████████▊| 977/999 [01:26<00:02, 9.72it/s] DDIM Inversion: 98%|█████████▊| 979/999 [01:26<00:01, 10.14it/s] DDIM Inversion: 98%|█████████▊| 981/999 [01:26<00:01, 10.22it/s] DDIM Inversion: 98%|█████████▊| 983/999 [01:26<00:01, 10.27it/s] DDIM Inversion: 99%|█████████▊| 985/999 [01:27<00:01, 10.64it/s] DDIM Inversion: 99%|█████████▉| 987/999 [01:27<00:01, 10.80it/s] DDIM Inversion: 99%|█████████▉| 989/999 [01:27<00:00, 10.78it/s] DDIM Inversion: 99%|█████████▉| 991/999 [01:27<00:00, 11.08it/s] DDIM Inversion: 99%|█████████▉| 993/999 [01:27<00:00, 11.24it/s] DDIM Inversion: 100%|█████████▉| 995/999 [01:28<00:00, 11.02it/s] DDIM Inversion: 100%|█████████▉| 997/999 [01:28<00:00, 10.78it/s] DDIM Inversion: 100%|██████████| 999/999 [01:28<00:00, 10.94it/s] DDIM Inversion: 100%|██████████| 999/999 [01:28<00:00, 11.30it/s] Data shape for DDIM sampling is (1, 4, 64, 64), eta 0.0 Running DDIM Sampling with 999 timesteps Selected timesteps for ddim sampler: [ 1 21 41 61 81 101 121 141 161 181 201 221 241 261 281 301 321 341 361 381 401 421 441 461 481 501 521 541 561 581 601 621 641 661 681 701 721 741 761 781 801 821 841 861 881 901 921 941 961 981] DDIM Sampler: 0%| | 0/999 [00:00<?, ?it/s] DDIM Sampler: 0%| | 2/999 [00:00<01:38, 10.13it/s] DDIM Sampler: 0%| | 4/999 [00:00<01:34, 10.54it/s] DDIM Sampler: 1%| | 6/999 [00:00<01:31, 10.89it/s] DDIM Sampler: 1%| | 8/999 [00:00<01:29, 11.04it/s] DDIM Sampler: 1%| | 10/999 [00:00<01:28, 11.11it/s] DDIM Sampler: 1%| | 12/999 [00:01<01:28, 11.17it/s] DDIM Sampler: 1%|▏ | 14/999 [00:01<01:27, 11.20it/s] DDIM Sampler: 2%|▏ | 16/999 [00:01<01:28, 11.15it/s] DDIM Sampler: 2%|▏ | 18/999 [00:01<01:28, 11.14it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 42%|████▏ | 5/12 [00:00<00:00, 36.05it/s][A Saving input blocks feature maps: 75%|███████▌ | 9/12 [00:00<00:00, 11.82it/s][A Saving input blocks feature maps: 92%|█████████▏| 11/12 [00:01<00:00, 7.93it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:01<00:00, 8.79it/s] DDIM Sampler: 2%|▏ | 20/999 [00:03<05:37, 2.90it/s] DDIM Sampler: 2%|▏ | 22/999 [00:03<04:21, 3.74it/s] DDIM Sampler: 2%|▏ | 24/999 [00:03<03:29, 4.65it/s] DDIM Sampler: 3%|▎ | 25/999 [00:03<03:10, 5.12it/s] DDIM Sampler: 3%|▎ | 26/999 [00:04<02:51, 5.68it/s] DDIM Sampler: 3%|▎ | 27/999 [00:04<02:34, 6.29it/s] DDIM Sampler: 3%|▎ | 29/999 [00:04<02:07, 7.61it/s] DDIM Sampler: 3%|▎ | 31/999 [00:04<01:52, 8.57it/s] DDIM Sampler: 3%|▎ | 33/999 [00:04<01:43, 9.34it/s] DDIM Sampler: 4%|▎ | 35/999 [00:04<01:37, 9.90it/s] DDIM Sampler: 4%|▎ | 37/999 [00:05<01:36, 9.95it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 92%|█████████▏| 11/12 [00:00<00:00, 104.18it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 88.82it/s] DDIM Sampler: 4%|▍ | 39/999 [00:05<02:28, 6.46it/s] DDIM Sampler: 4%|▍ | 41/999 [00:05<02:10, 7.35it/s] DDIM Sampler: 4%|▍ | 42/999 [00:05<02:04, 7.69it/s] DDIM Sampler: 4%|▍ | 43/999 [00:06<02:00, 7.93it/s] DDIM Sampler: 4%|▍ | 44/999 [00:06<01:55, 8.30it/s] DDIM Sampler: 5%|▍ | 45/999 [00:06<01:50, 8.65it/s] DDIM Sampler: 5%|▍ | 46/999 [00:06<01:48, 8.79it/s] DDIM Sampler: 5%|▍ | 47/999 [00:06<01:45, 9.07it/s] DDIM Sampler: 5%|▍ | 49/999 [00:06<01:36, 9.85it/s] DDIM Sampler: 5%|▌ | 51/999 [00:06<01:35, 9.97it/s] DDIM Sampler: 5%|▌ | 53/999 [00:06<01:33, 10.15it/s] DDIM Sampler: 6%|▌ | 55/999 [00:07<01:30, 10.40it/s] DDIM Sampler: 6%|▌ | 57/999 [00:07<01:30, 10.46it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.72it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.30it/s] DDIM Sampler: 6%|▌ | 59/999 [00:07<02:16, 6.91it/s] DDIM Sampler: 6%|▌ | 60/999 [00:07<02:08, 7.29it/s] DDIM Sampler: 6%|▌ | 61/999 [00:08<02:01, 7.69it/s] DDIM Sampler: 6%|▌ | 62/999 [00:08<01:56, 8.03it/s] DDIM Sampler: 6%|▋ | 64/999 [00:08<01:43, 9.02it/s] DDIM Sampler: 7%|▋ | 66/999 [00:08<01:36, 9.69it/s] DDIM Sampler: 7%|▋ | 68/999 [00:08<01:31, 10.18it/s] DDIM Sampler: 7%|▋ | 70/999 [00:08<01:28, 10.46it/s] DDIM Sampler: 7%|▋ | 72/999 [00:09<01:27, 10.59it/s] DDIM Sampler: 7%|▋ | 74/999 [00:09<01:26, 10.66it/s] DDIM Sampler: 8%|▊ | 76/999 [00:09<01:25, 10.76it/s] DDIM Sampler: 8%|▊ | 78/999 [00:09<01:27, 10.49it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 50%|█████ | 6/12 [00:00<00:00, 47.99it/s][A Saving input blocks feature maps: 92%|█████████▏| 11/12 [00:00<00:00, 17.93it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 20.70it/s] DDIM Sampler: 8%|▊ | 80/999 [00:10<03:17, 4.65it/s] DDIM Sampler: 8%|▊ | 82/999 [00:10<02:41, 5.68it/s] DDIM Sampler: 8%|▊ | 84/999 [00:10<02:18, 6.61it/s] DDIM Sampler: 9%|▊ | 85/999 [00:11<02:09, 7.03it/s] DDIM Sampler: 9%|▊ | 86/999 [00:11<02:02, 7.43it/s] DDIM Sampler: 9%|▊ | 87/999 [00:11<01:55, 7.86it/s] DDIM Sampler: 9%|▉ | 89/999 [00:11<01:44, 8.70it/s] DDIM Sampler: 9%|▉ | 91/999 [00:11<01:39, 9.16it/s] DDIM Sampler: 9%|▉ | 93/999 [00:11<01:33, 9.69it/s] DDIM Sampler: 10%|▉ | 95/999 [00:12<01:31, 9.83it/s] DDIM Sampler: 10%|▉ | 97/999 [00:12<01:27, 10.28it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 123.81it/s] DDIM Sampler: 10%|▉ | 99/999 [00:12<02:09, 6.97it/s] DDIM Sampler: 10%|█ | 101/999 [00:12<01:54, 7.84it/s] DDIM Sampler: 10%|█ | 103/999 [00:13<01:45, 8.46it/s] DDIM Sampler: 10%|█ | 104/999 [00:13<01:43, 8.65it/s] DDIM Sampler: 11%|█ | 105/999 [00:13<01:40, 8.87it/s] DDIM Sampler: 11%|█ | 107/999 [00:13<01:32, 9.59it/s] DDIM Sampler: 11%|█ | 109/999 [00:13<01:29, 9.94it/s] DDIM Sampler: 11%|█ | 111/999 [00:13<01:25, 10.41it/s] DDIM Sampler: 11%|█▏ | 113/999 [00:14<01:26, 10.30it/s] DDIM Sampler: 12%|█▏ | 115/999 [00:14<01:24, 10.49it/s] DDIM Sampler: 12%|█▏ | 117/999 [00:14<01:23, 10.55it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.97it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 112.58it/s] DDIM Sampler: 12%|█▏ | 119/999 [00:14<02:10, 6.76it/s] DDIM Sampler: 12%|█▏ | 121/999 [00:15<01:55, 7.63it/s] DDIM Sampler: 12%|█▏ | 122/999 [00:15<01:50, 7.92it/s] DDIM Sampler: 12%|█▏ | 124/999 [00:15<01:42, 8.54it/s] DDIM Sampler: 13%|█▎ | 125/999 [00:15<01:39, 8.75it/s] DDIM Sampler: 13%|█▎ | 127/999 [00:15<01:34, 9.25it/s] DDIM Sampler: 13%|█▎ | 129/999 [00:15<01:31, 9.49it/s] DDIM Sampler: 13%|█▎ | 131/999 [00:16<01:28, 9.78it/s] DDIM Sampler: 13%|█▎ | 133/999 [00:16<01:27, 9.91it/s] DDIM Sampler: 14%|█▎ | 135/999 [00:16<01:24, 10.23it/s] DDIM Sampler: 14%|█▎ | 137/999 [00:16<01:22, 10.45it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 42%|████▏ | 5/12 [00:00<00:00, 32.30it/s][A Saving input blocks feature maps: 75%|███████▌ | 9/12 [00:00<00:00, 21.40it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 26.44it/s] DDIM Sampler: 14%|█▍ | 139/999 [00:17<02:47, 5.13it/s] DDIM Sampler: 14%|█▍ | 141/999 [00:17<02:22, 6.02it/s] DDIM Sampler: 14%|█▍ | 143/999 [00:17<02:03, 6.91it/s] DDIM Sampler: 15%|█▍ | 145/999 [00:18<01:50, 7.72it/s] DDIM Sampler: 15%|█▍ | 147/999 [00:18<01:42, 8.28it/s] DDIM Sampler: 15%|█▍ | 149/999 [00:18<01:34, 8.95it/s] DDIM Sampler: 15%|█▌ | 151/999 [00:18<01:32, 9.17it/s] DDIM Sampler: 15%|█▌ | 153/999 [00:18<01:26, 9.77it/s] DDIM Sampler: 16%|█▌ | 155/999 [00:19<01:26, 9.70it/s] DDIM Sampler: 16%|█▌ | 157/999 [00:19<01:26, 9.71it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.77it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 116.43it/s] DDIM Sampler: 16%|█▌ | 159/999 [00:19<02:05, 6.72it/s] DDIM Sampler: 16%|█▌ | 160/999 [00:19<01:58, 7.08it/s] DDIM Sampler: 16%|█▌ | 161/999 [00:19<01:51, 7.52it/s] DDIM Sampler: 16%|█▋ | 163/999 [00:20<01:39, 8.44it/s] DDIM Sampler: 16%|█▋ | 164/999 [00:20<01:37, 8.55it/s] DDIM Sampler: 17%|█▋ | 166/999 [00:20<01:31, 9.15it/s] DDIM Sampler: 17%|█▋ | 167/999 [00:20<01:29, 9.25it/s] DDIM Sampler: 17%|█▋ | 168/999 [00:20<01:28, 9.41it/s] DDIM Sampler: 17%|█▋ | 169/999 [00:20<01:27, 9.46it/s] DDIM Sampler: 17%|█▋ | 171/999 [00:20<01:24, 9.83it/s] DDIM Sampler: 17%|█▋ | 173/999 [00:21<01:23, 9.93it/s] DDIM Sampler: 18%|█▊ | 175/999 [00:21<01:21, 10.11it/s] DDIM Sampler: 18%|█▊ | 177/999 [00:21<01:21, 10.04it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 127.97it/s] DDIM Sampler: 18%|█▊ | 179/999 [00:22<02:01, 6.74it/s] DDIM Sampler: 18%|█▊ | 181/999 [00:22<01:47, 7.64it/s] DDIM Sampler: 18%|█▊ | 183/999 [00:22<01:37, 8.41it/s] DDIM Sampler: 19%|█▊ | 185/999 [00:22<01:31, 8.90it/s] DDIM Sampler: 19%|█▊ | 187/999 [00:22<01:26, 9.41it/s] DDIM Sampler: 19%|█▉ | 189/999 [00:23<01:25, 9.46it/s] DDIM Sampler: 19%|█▉ | 190/999 [00:23<01:25, 9.46it/s] DDIM Sampler: 19%|█▉ | 191/999 [00:23<01:25, 9.41it/s] DDIM Sampler: 19%|█▉ | 193/999 [00:23<01:21, 9.88it/s] DDIM Sampler: 20%|█▉ | 195/999 [00:23<01:20, 10.00it/s] DDIM Sampler: 20%|█▉ | 197/999 [00:23<01:20, 10.01it/s] Saving input blocks feature maps: 0%| | 0/12 [00:00<?, ?it/s][A Saving input blocks feature maps: 42%|████▏ | 5/12 [00:00<00:00, 39.92it/s][A Saving input blocks feature maps: 75%|███████▌ | 9/12 [00:00<00:00, 27.84it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 32.26it/s] DDIM Sampler: 20%|█▉ | 199/999 [00:24<02:31, 5.28it/s] DDIM Sampler: 20%|██ | 201/999 [00:24<02:08, 6.20it/s] DDIM 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[00:00<00:00, 39.58it/s][A Saving input blocks feature maps: 83%|████████▎ | 10/12 [00:00<00:00, 14.71it/s][A Saving input blocks feature maps: 100%|██████████| 12/12 [00:00<00:00, 14.74it/s] DDIM Sampler: 98%|█████████▊| 979/999 [01:59<00:05, 3.65it/s] DDIM Sampler: 98%|█████████▊| 980/999 [02:00<00:04, 4.11it/s] DDIM Sampler: 98%|█████████▊| 981/999 [02:00<00:03, 4.63it/s] DDIM Sampler: 98%|█████████▊| 983/999 [02:00<00:02, 5.76it/s] DDIM Sampler: 98%|█████████▊| 984/999 [02:00<00:02, 6.29it/s] DDIM Sampler: 99%|█████████▊| 985/999 [02:00<00:02, 6.75it/s] DDIM Sampler: 99%|█████████▉| 987/999 [02:00<00:01, 7.63it/s] DDIM Sampler: 99%|█████████▉| 988/999 [02:00<00:01, 8.03it/s] DDIM Sampler: 99%|█████████▉| 989/999 [02:01<00:01, 8.34it/s] DDIM Sampler: 99%|█████████▉| 991/999 [02:01<00:00, 9.00it/s] DDIM Sampler: 99%|█████████▉| 992/999 [02:01<00:00, 9.07it/s] DDIM Sampler: 99%|█████████▉| 993/999 [02:01<00:00, 9.10it/s] DDIM Sampler: 99%|█████████▉| 994/999 [02:01<00:00, 9.29it/s] 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source experiment features: 18%|█▊ | 9/50 [00:00<00:02, 17.87it/s] loading source experiment features: 24%|██▍ | 12/50 [00:00<00:02, 18.22it/s] loading source experiment features: 30%|███ | 15/50 [00:00<00:01, 19.68it/s] loading source experiment features: 36%|███▌ | 18/50 [00:00<00:01, 19.23it/s] loading source experiment features: 42%|████▏ | 21/50 [00:01<00:01, 19.45it/s] loading source experiment features: 46%|████▌ | 23/50 [00:01<00:01, 18.70it/s] loading source experiment features: 50%|█████ | 25/50 [00:01<00:01, 18.57it/s] loading source experiment features: 100%|██████████| 50/50 [00:01<00:00, 35.97it/s] Data shape for DDIM sampling is (3, 4, 64, 64), eta 0.0 Running DDIM Sampling with 50 timesteps DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:01<01:04, 1.31s/it] DDIM Sampler: 4%|▍ | 2/50 [00:02<00:54, 1.14s/it] DDIM Sampler: 6%|▌ | 3/50 [00:03<00:48, 1.03s/it] DDIM Sampler: 8%|▊ | 4/50 [00:04<00:45, 1.01it/s] DDIM Sampler: 10%|█ | 5/50 [00:05<00:44, 1.02it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:06<00:42, 1.03it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:07<00:43, 1.00s/it] DDIM Sampler: 16%|█▌ | 8/50 [00:08<00:45, 1.08s/it] DDIM Sampler: 18%|█▊ | 9/50 [00:09<00:44, 1.08s/it] DDIM Sampler: 20%|██ | 10/50 [00:10<00:42, 1.07s/it] DDIM Sampler: 22%|██▏ | 11/50 [00:11<00:42, 1.09s/it] DDIM Sampler: 24%|██▍ | 12/50 [00:12<00:40, 1.07s/it] DDIM Sampler: 26%|██▌ | 13/50 [00:13<00:38, 1.04s/it] DDIM Sampler: 28%|██▊ | 14/50 [00:14<00:36, 1.01s/it] DDIM Sampler: 30%|███ | 15/50 [00:15<00:34, 1.01it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:16<00:33, 1.01it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:17<00:32, 1.01it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:18<00:33, 1.04s/it] DDIM Sampler: 38%|███▊ | 19/50 [00:19<00:32, 1.04s/it] DDIM Sampler: 40%|████ | 20/50 [00:20<00:31, 1.06s/it] DDIM Sampler: 42%|████▏ | 21/50 [00:21<00:30, 1.04s/it] DDIM Sampler: 44%|████▍ | 22/50 [00:22<00:28, 1.01s/it] DDIM Sampler: 46%|████▌ | 23/50 [00:23<00:26, 1.02it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:24<00:24, 1.05it/s] DDIM Sampler: 50%|█████ | 25/50 [00:25<00:24, 1.03it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:26<00:23, 1.04it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:27<00:21, 1.05it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:28<00:20, 1.05it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:29<00:19, 1.06it/s] DDIM Sampler: 60%|██████ | 30/50 [00:30<00:18, 1.08it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:31<00:17, 1.08it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:31<00:16, 1.09it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:32<00:15, 1.09it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:33<00:14, 1.09it/s] DDIM Sampler: 70%|███████ | 35/50 [00:34<00:13, 1.08it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:35<00:13, 1.04it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:36<00:12, 1.04it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:37<00:11, 1.04it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:38<00:10, 1.06it/s] DDIM Sampler: 80%|████████ | 40/50 [00:39<00:09, 1.08it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:40<00:08, 1.10it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:41<00:07, 1.11it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:42<00:06, 1.10it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:43<00:05, 1.11it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:43<00:04, 1.11it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:44<00:03, 1.12it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:45<00:02, 1.11it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:46<00:01, 1.12it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:47<00:00, 1.11it/s] DDIM Sampler: 100%|██████████| 50/50 [00:48<00:00, 1.13it/s] DDIM Sampler: 100%|██████████| 50/50 [00:48<00:00, 1.03it/s] PnP results saved in: ./outputs_real/translations/10.0_a_photo_of_a_robot_horse; ./outputs_real/translations/10.0_a_photo_of_a_bronze_horse_in_a_museum; ./outputs_real/translations/10.0_a_photo_of_a_pink_toy_horse_on_the_beach
Version Details
- Version ID
ae10351e6de912fa681854e472bb7aff011411f2c3802b2ccd836a2a22408069- Version Created
- February 15, 2023