cjwbw/clip-guided-diffusion 📝🔢 → 🖼️

▶️ 4.5K runs 📅 Aug 2021 ⚙️ Cog 0.1.2 🔗 GitHub
text-to-image

About

Clip-Guided Diffusion Model for Image Generation

Example Output

Prompt:

"alien friend by Odilon Redon"

Output

[object Object]

Performance Metrics

691.30s Total Time
All Input Parameters
{
  "prompt": "alien friend by Odilon Redon",
  "timesteps": "1000",
  "display_frequency": "10"
}
Input Parameters
prompt Type: stringDefault: alien friend by Odilon Redon
Text prompt
timesteps Type: integerDefault: 1000
Number of timesteps
display_frequency Type: integerDefault: 10
Display frequency
Output Schema

Output

Type: arrayItems Type: stringItems Format: uri

Example Execution Logs
Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]
Loading model from: /root/.pyenv/versions/3.8.12/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth

  0%|          | 0/1000 [00:00<?, ?it/s]
step: 0, output: 0

  0%|          | 1/1000 [00:00<11:34,  1.44it/s]

  0%|          | 2/1000 [00:01<10:15,  1.62it/s]

  0%|          | 3/1000 [00:01<10:32,  1.58it/s]

  0%|          | 4/1000 [00:02<10:42,  1.55it/s]

  0%|          | 5/1000 [00:03<10:46,  1.54it/s]

  1%|          | 6/1000 [00:03<10:49,  1.53it/s]

  1%|          | 7/1000 [00:04<10:51,  1.52it/s]

  1%|          | 8/1000 [00:05<10:52,  1.52it/s]

  1%|          | 9/1000 [00:05<10:54,  1.51it/s]

  1%|1         | 10/1000 [00:06<10:56,  1.51it/s]
step: 10, output: 0

  1%|1         | 11/1000 [00:07<12:11,  1.35it/s]

  1%|1         | 12/1000 [00:08<11:16,  1.46it/s]

  1%|1         | 13/1000 [00:08<11:14,  1.46it/s]

  1%|1         | 14/1000 [00:09<11:11,  1.47it/s]

  2%|1         | 15/1000 [00:10<11:06,  1.48it/s]

  2%|1         | 16/1000 [00:10<11:04,  1.48it/s]

  2%|1         | 17/1000 [00:11<11:03,  1.48it/s]

  2%|1         | 18/1000 [00:12<11:00,  1.49it/s]

  2%|1         | 19/1000 [00:12<10:59,  1.49it/s]

  2%|2         | 20/1000 [00:13<10:57,  1.49it/s]
step: 20, output: 0

  2%|2         | 21/1000 [00:14<12:13,  1.33it/s]

  2%|2         | 22/1000 [00:14<11:20,  1.44it/s]

  2%|2         | 23/1000 [00:15<11:17,  1.44it/s]

  2%|2         | 24/1000 [00:16<11:13,  1.45it/s]

  2%|2         | 25/1000 [00:16<11:08,  1.46it/s]

  3%|2         | 26/1000 [00:17<11:06,  1.46it/s]

  3%|2         | 27/1000 [00:18<11:03,  1.47it/s]

  3%|2         | 28/1000 [00:18<11:01,  1.47it/s]

  3%|2         | 29/1000 [00:19<11:00,  1.47it/s]

  3%|3         | 30/1000 [00:20<11:01,  1.47it/s]
step: 30, output: 0

  3%|3         | 31/1000 [00:21<12:15,  1.32it/s]

  3%|3         | 32/1000 [00:21<11:20,  1.42it/s]

  3%|3         | 33/1000 [00:22<11:18,  1.43it/s]

  3%|3         | 34/1000 [00:23<11:13,  1.43it/s]

  4%|3         | 35/1000 [00:23<11:07,  1.44it/s]

  4%|3         | 36/1000 [00:24<11:07,  1.44it/s]

  4%|3         | 37/1000 [00:25<11:05,  1.45it/s]

  4%|3         | 38/1000 [00:25<11:02,  1.45it/s]

  4%|3         | 39/1000 [00:26<11:02,  1.45it/s]

  4%|4         | 40/1000 [00:27<10:59,  1.45it/s]
step: 40, output: 0

  4%|4         | 41/1000 [00:28<12:28,  1.28it/s]

  4%|4         | 42/1000 [00:28<11:29,  1.39it/s]

  4%|4         | 43/1000 [00:29<11:24,  1.40it/s]

  4%|4         | 44/1000 [00:30<11:15,  1.41it/s]

  4%|4         | 45/1000 [00:31<11:07,  1.43it/s]

  5%|4         | 46/1000 [00:31<11:02,  1.44it/s]

  5%|4         | 47/1000 [00:32<10:59,  1.45it/s]

  5%|4         | 48/1000 [00:33<10:57,  1.45it/s]

  5%|4         | 49/1000 [00:33<10:55,  1.45it/s]

  5%|5         | 50/1000 [00:34<10:52,  1.46it/s]
step: 50, output: 0

  5%|5         | 51/1000 [00:35<12:09,  1.30it/s]

  5%|5         | 52/1000 [00:35<11:12,  1.41it/s]

  5%|5         | 53/1000 [00:36<11:07,  1.42it/s]

  5%|5         | 54/1000 [00:37<10:58,  1.44it/s]

  6%|5         | 55/1000 [00:38<10:53,  1.45it/s]

  6%|5         | 56/1000 [00:38<10:50,  1.45it/s]

  6%|5         | 57/1000 [00:39<10:45,  1.46it/s]

  6%|5         | 58/1000 [00:40<10:41,  1.47it/s]

  6%|5         | 59/1000 [00:40<10:41,  1.47it/s]

  6%|6         | 60/1000 [00:41<10:39,  1.47it/s]
step: 60, output: 0

  6%|6         | 61/1000 [00:42<11:49,  1.32it/s]

  6%|6         | 62/1000 [00:42<10:55,  1.43it/s]

  6%|6         | 63/1000 [00:43<10:51,  1.44it/s]

  6%|6         | 64/1000 [00:44<10:44,  1.45it/s]

  6%|6         | 65/1000 [00:44<10:38,  1.46it/s]

  7%|6         | 66/1000 [00:45<10:34,  1.47it/s]

  7%|6         | 67/1000 [00:46<10:31,  1.48it/s]

  7%|6         | 68/1000 [00:46<10:29,  1.48it/s]

  7%|6         | 69/1000 [00:47<10:27,  1.48it/s]

  7%|7         | 70/1000 [00:48<10:26,  1.48it/s]
step: 70, output: 0

  7%|7         | 71/1000 [00:49<11:26,  1.35it/s]

  7%|7         | 72/1000 [00:49<10:35,  1.46it/s]

  7%|7         | 73/1000 [00:50<10:35,  1.46it/s]

  7%|7         | 74/1000 [00:51<10:29,  1.47it/s]

  8%|7         | 75/1000 [00:51<10:25,  1.48it/s]

  8%|7         | 76/1000 [00:52<10:22,  1.48it/s]

  8%|7         | 77/1000 [00:53<10:19,  1.49it/s]

  8%|7         | 78/1000 [00:53<10:18,  1.49it/s]

  8%|7         | 79/1000 [00:54<10:17,  1.49it/s]

  8%|8         | 80/1000 [00:55<10:16,  1.49it/s]
step: 80, output: 0

  8%|8         | 81/1000 [00:56<11:56,  1.28it/s]

  8%|8         | 82/1000 [00:56<10:55,  1.40it/s]

  8%|8         | 83/1000 [00:57<10:44,  1.42it/s]

  8%|8         | 84/1000 [00:58<10:34,  1.44it/s]

  8%|8         | 85/1000 [00:58<10:25,  1.46it/s]

  9%|8         | 86/1000 [00:59<10:19,  1.48it/s]

  9%|8         | 87/1000 [01:00<10:13,  1.49it/s]

  9%|8         | 88/1000 [01:00<10:11,  1.49it/s]

  9%|8         | 89/1000 [01:01<10:08,  1.50it/s]

  9%|9         | 90/1000 [01:02<10:06,  1.50it/s]
step: 90, output: 0

  9%|9         | 91/1000 [01:02<11:09,  1.36it/s]

  9%|9         | 92/1000 [01:03<10:19,  1.46it/s]

  9%|9         | 93/1000 [01:04<10:16,  1.47it/s]

  9%|9         | 94/1000 [01:04<10:10,  1.48it/s]

 10%|9         | 95/1000 [01:05<10:06,  1.49it/s]

 10%|9         | 96/1000 [01:06<10:03,  1.50it/s]

 10%|9         | 97/1000 [01:06<10:01,  1.50it/s]

 10%|9         | 98/1000 [01:07<09:58,  1.51it/s]

 10%|9         | 99/1000 [01:08<09:58,  1.50it/s]

 10%|#         | 100/1000 [01:08<09:57,  1.51it/s]
step: 100, output: 0

 10%|#         | 101/1000 [01:09<10:58,  1.36it/s]

 10%|#         | 102/1000 [01:10<10:10,  1.47it/s]

 10%|#         | 103/1000 [01:10<10:09,  1.47it/s]

 10%|#         | 104/1000 [01:11<10:02,  1.49it/s]

 10%|#         | 105/1000 [01:12<09:58,  1.50it/s]

 11%|#         | 106/1000 [01:12<09:56,  1.50it/s]

 11%|#         | 107/1000 [01:13<09:53,  1.50it/s]

 11%|#         | 108/1000 [01:14<09:52,  1.51it/s]

 11%|#         | 109/1000 [01:14<09:51,  1.51it/s]

 11%|#1        | 110/1000 [01:15<09:49,  1.51it/s]
step: 110, output: 0

 11%|#1        | 111/1000 [01:16<10:55,  1.36it/s]

 11%|#1        | 112/1000 [01:17<10:06,  1.46it/s]

 11%|#1        | 113/1000 [01:17<10:01,  1.47it/s]

 11%|#1        | 114/1000 [01:18<09:55,  1.49it/s]

 12%|#1        | 115/1000 [01:18<09:51,  1.50it/s]

 12%|#1        | 116/1000 [01:19<09:48,  1.50it/s]

 12%|#1        | 117/1000 [01:20<09:46,  1.51it/s]

 12%|#1        | 118/1000 [01:20<09:44,  1.51it/s]

 12%|#1        | 119/1000 [01:21<09:43,  1.51it/s]

 12%|#2        | 120/1000 [01:22<09:42,  1.51it/s]
step: 120, output: 0

 12%|#2        | 121/1000 [01:23<10:45,  1.36it/s]

 12%|#2        | 122/1000 [01:23<09:57,  1.47it/s]

 12%|#2        | 123/1000 [01:24<09:54,  1.47it/s]

 12%|#2        | 124/1000 [01:25<09:48,  1.49it/s]

 12%|#2        | 125/1000 [01:25<09:45,  1.49it/s]

 13%|#2        | 126/1000 [01:26<09:42,  1.50it/s]

 13%|#2        | 127/1000 [01:27<09:39,  1.51it/s]

 13%|#2        | 128/1000 [01:27<09:38,  1.51it/s]

 13%|#2        | 129/1000 [01:28<09:37,  1.51it/s]

 13%|#3        | 130/1000 [01:29<09:35,  1.51it/s]
step: 130, output: 0

 13%|#3        | 131/1000 [01:29<10:42,  1.35it/s]

 13%|#3        | 132/1000 [01:30<09:54,  1.46it/s]

 13%|#3        | 133/1000 [01:31<09:50,  1.47it/s]

 13%|#3        | 134/1000 [01:31<09:44,  1.48it/s]

 14%|#3        | 135/1000 [01:32<09:40,  1.49it/s]

 14%|#3        | 136/1000 [01:33<09:37,  1.50it/s]

 14%|#3        | 137/1000 [01:33<09:35,  1.50it/s]

 14%|#3        | 138/1000 [01:34<09:32,  1.50it/s]

 14%|#3        | 139/1000 [01:35<09:32,  1.50it/s]

 14%|#4        | 140/1000 [01:35<09:31,  1.51it/s]
step: 140, output: 0

 14%|#4        | 141/1000 [01:36<10:30,  1.36it/s]

 14%|#4        | 142/1000 [01:37<09:44,  1.47it/s]

 14%|#4        | 143/1000 [01:37<09:42,  1.47it/s]

 14%|#4        | 144/1000 [01:38<09:37,  1.48it/s]

 14%|#4        | 145/1000 [01:39<09:33,  1.49it/s]

 15%|#4        | 146/1000 [01:39<09:32,  1.49it/s]

 15%|#4        | 147/1000 [01:40<09:30,  1.50it/s]

 15%|#4        | 148/1000 [01:41<09:29,  1.50it/s]

 15%|#4        | 149/1000 [01:41<09:29,  1.49it/s]

 15%|#5        | 150/1000 [01:42<09:28,  1.49it/s]
step: 150, output: 0

 15%|#5        | 151/1000 [01:43<10:27,  1.35it/s]

 15%|#5        | 152/1000 [01:44<09:41,  1.46it/s]

 15%|#5        | 153/1000 [01:44<09:38,  1.46it/s]

 15%|#5        | 154/1000 [01:45<09:33,  1.48it/s]

 16%|#5        | 155/1000 [01:46<09:30,  1.48it/s]

 16%|#5        | 156/1000 [01:46<09:28,  1.49it/s]

 16%|#5        | 157/1000 [01:47<09:26,  1.49it/s]

 16%|#5        | 158/1000 [01:48<09:25,  1.49it/s]

 16%|#5        | 159/1000 [01:48<09:24,  1.49it/s]

 16%|#6        | 160/1000 [01:49<09:23,  1.49it/s]
step: 160, output: 0

 16%|#6        | 161/1000 [01:50<10:22,  1.35it/s]

 16%|#6        | 162/1000 [01:50<09:37,  1.45it/s]

 16%|#6        | 163/1000 [01:51<09:34,  1.46it/s]

 16%|#6        | 164/1000 [01:52<09:29,  1.47it/s]

 16%|#6        | 165/1000 [01:52<09:25,  1.48it/s]

 17%|#6        | 166/1000 [01:53<09:23,  1.48it/s]

 17%|#6        | 167/1000 [01:54<09:21,  1.48it/s]

 17%|#6        | 168/1000 [01:54<09:20,  1.49it/s]

 17%|#6        | 169/1000 [01:55<09:18,  1.49it/s]

 17%|#7        | 170/1000 [01:56<09:17,  1.49it/s]
step: 170, output: 0

 17%|#7        | 171/1000 [01:57<10:16,  1.34it/s]

 17%|#7        | 172/1000 [01:57<09:30,  1.45it/s]

 17%|#7        | 173/1000 [01:58<09:29,  1.45it/s]

 17%|#7        | 174/1000 [01:59<09:25,  1.46it/s]

 18%|#7        | 175/1000 [01:59<09:20,  1.47it/s]

 18%|#7        | 176/1000 [02:00<09:18,  1.48it/s]

 18%|#7        | 177/1000 [02:01<09:15,  1.48it/s]

 18%|#7        | 178/1000 [02:01<09:14,  1.48it/s]

 18%|#7        | 179/1000 [02:02<09:12,  1.49it/s]

 18%|#8        | 180/1000 [02:03<09:11,  1.49it/s]
step: 180, output: 0

 18%|#8        | 181/1000 [02:04<10:19,  1.32it/s]

 18%|#8        | 182/1000 [02:04<09:31,  1.43it/s]

 18%|#8        | 183/1000 [02:05<09:25,  1.44it/s]

 18%|#8        | 184/1000 [02:06<09:19,  1.46it/s]

 18%|#8        | 185/1000 [02:06<09:14,  1.47it/s]

 19%|#8        | 186/1000 [02:07<09:10,  1.48it/s]

 19%|#8        | 187/1000 [02:08<09:08,  1.48it/s]

 19%|#8        | 188/1000 [02:08<09:06,  1.49it/s]

 19%|#8        | 189/1000 [02:09<09:04,  1.49it/s]

 19%|#9        | 190/1000 [02:10<09:03,  1.49it/s]
step: 190, output: 0

 19%|#9        | 191/1000 [02:10<10:06,  1.33it/s]

 19%|#9        | 192/1000 [02:11<09:20,  1.44it/s]

 19%|#9        | 193/1000 [02:12<09:18,  1.44it/s]

 19%|#9        | 194/1000 [02:12<09:13,  1.46it/s]

 20%|#9        | 195/1000 [02:13<09:08,  1.47it/s]

 20%|#9        | 196/1000 [02:14<09:06,  1.47it/s]

 20%|#9        | 197/1000 [02:14<09:02,  1.48it/s]

 20%|#9        | 198/1000 [02:15<09:00,  1.48it/s]

 20%|#9        | 199/1000 [02:16<08:58,  1.49it/s]

 20%|##        | 200/1000 [02:16<08:56,  1.49it/s]
step: 200, output: 0

 20%|##        | 201/1000 [02:17<10:05,  1.32it/s]

 20%|##        | 202/1000 [02:18<09:18,  1.43it/s]

 20%|##        | 203/1000 [02:19<09:14,  1.44it/s]

 20%|##        | 204/1000 [02:19<09:07,  1.45it/s]

 20%|##        | 205/1000 [02:20<09:01,  1.47it/s]

 21%|##        | 206/1000 [02:21<08:59,  1.47it/s]

 21%|##        | 207/1000 [02:21<08:56,  1.48it/s]

 21%|##        | 208/1000 [02:22<08:53,  1.48it/s]

 21%|##        | 209/1000 [02:23<08:52,  1.49it/s]

 21%|##1       | 210/1000 [02:23<08:51,  1.49it/s]
step: 210, output: 0

 21%|##1       | 211/1000 [02:24<10:06,  1.30it/s]

 21%|##1       | 212/1000 [02:25<09:17,  1.41it/s]

 21%|##1       | 213/1000 [02:26<09:11,  1.43it/s]

 21%|##1       | 214/1000 [02:26<09:03,  1.45it/s]

 22%|##1       | 215/1000 [02:27<08:56,  1.46it/s]

 22%|##1       | 216/1000 [02:28<08:53,  1.47it/s]

 22%|##1       | 217/1000 [02:28<08:49,  1.48it/s]

 22%|##1       | 218/1000 [02:29<08:47,  1.48it/s]

 22%|##1       | 219/1000 [02:30<08:46,  1.48it/s]

 22%|##2       | 220/1000 [02:30<08:44,  1.49it/s]
step: 220, output: 0

 22%|##2       | 221/1000 [02:31<09:38,  1.35it/s]

 22%|##2       | 222/1000 [02:32<08:55,  1.45it/s]

 22%|##2       | 223/1000 [02:32<08:54,  1.45it/s]

 22%|##2       | 224/1000 [02:33<08:49,  1.47it/s]

 22%|##2       | 225/1000 [02:34<08:44,  1.48it/s]

 23%|##2       | 226/1000 [02:34<08:41,  1.48it/s]

 23%|##2       | 227/1000 [02:35<08:39,  1.49it/s]

 23%|##2       | 228/1000 [02:36<08:38,  1.49it/s]

 23%|##2       | 229/1000 [02:36<08:36,  1.49it/s]

 23%|##3       | 230/1000 [02:37<08:35,  1.49it/s]
step: 230, output: 0

 23%|##3       | 231/1000 [02:38<09:40,  1.33it/s]

 23%|##3       | 232/1000 [02:39<08:54,  1.44it/s]

 23%|##3       | 233/1000 [02:39<08:51,  1.44it/s]

 23%|##3       | 234/1000 [02:40<08:44,  1.46it/s]

 24%|##3       | 235/1000 [02:41<08:38,  1.48it/s]

 24%|##3       | 236/1000 [02:41<08:34,  1.48it/s]

 24%|##3       | 237/1000 [02:42<08:32,  1.49it/s]

 24%|##3       | 238/1000 [02:43<08:30,  1.49it/s]

 24%|##3       | 239/1000 [02:43<08:28,  1.50it/s]

 24%|##4       | 240/1000 [02:44<08:26,  1.50it/s]
step: 240, output: 0

 24%|##4       | 241/1000 [02:45<09:24,  1.34it/s]

 24%|##4       | 242/1000 [02:45<08:42,  1.45it/s]

 24%|##4       | 243/1000 [02:46<08:38,  1.46it/s]

 24%|##4       | 244/1000 [02:47<08:33,  1.47it/s]

 24%|##4       | 245/1000 [02:47<08:29,  1.48it/s]

 25%|##4       | 246/1000 [02:48<08:28,  1.48it/s]

 25%|##4       | 247/1000 [02:49<08:25,  1.49it/s]

 25%|##4       | 248/1000 [02:49<08:23,  1.49it/s]

 25%|##4       | 249/1000 [02:50<08:21,  1.50it/s]

 25%|##5       | 250/1000 [02:51<08:19,  1.50it/s]
step: 250, output: 0

 25%|##5       | 251/1000 [02:52<09:16,  1.35it/s]

 25%|##5       | 252/1000 [02:52<08:35,  1.45it/s]

 25%|##5       | 253/1000 [02:53<08:31,  1.46it/s]

 25%|##5       | 254/1000 [02:54<08:25,  1.48it/s]

 26%|##5       | 255/1000 [02:54<08:22,  1.48it/s]

 26%|##5       | 256/1000 [02:55<08:19,  1.49it/s]

 26%|##5       | 257/1000 [02:56<08:17,  1.49it/s]

 26%|##5       | 258/1000 [02:56<08:15,  1.50it/s]

 26%|##5       | 259/1000 [02:57<08:14,  1.50it/s]

 26%|##6       | 260/1000 [02:58<08:13,  1.50it/s]
step: 260, output: 0

 26%|##6       | 261/1000 [02:58<09:05,  1.36it/s]

 26%|##6       | 262/1000 [02:59<08:24,  1.46it/s]

 26%|##6       | 263/1000 [03:00<08:22,  1.47it/s]

 26%|##6       | 264/1000 [03:00<08:17,  1.48it/s]

 26%|##6       | 265/1000 [03:01<08:14,  1.49it/s]

 27%|##6       | 266/1000 [03:02<08:12,  1.49it/s]

 27%|##6       | 267/1000 [03:02<08:09,  1.50it/s]

 27%|##6       | 268/1000 [03:03<08:07,  1.50it/s]

 27%|##6       | 269/1000 [03:04<08:06,  1.50it/s]

 27%|##7       | 270/1000 [03:04<08:05,  1.50it/s]
step: 270, output: 0

 27%|##7       | 271/1000 [03:05<09:00,  1.35it/s]

 27%|##7       | 272/1000 [03:06<08:20,  1.46it/s]

 27%|##7       | 273/1000 [03:06<08:18,  1.46it/s]

 27%|##7       | 274/1000 [03:07<08:13,  1.47it/s]

 28%|##7       | 275/1000 [03:08<08:09,  1.48it/s]

 28%|##7       | 276/1000 [03:08<08:06,  1.49it/s]

 28%|##7       | 277/1000 [03:09<08:04,  1.49it/s]

 28%|##7       | 278/1000 [03:10<08:02,  1.50it/s]

 28%|##7       | 279/1000 [03:10<08:01,  1.50it/s]

 28%|##8       | 280/1000 [03:11<08:00,  1.50it/s]
step: 280, output: 0

 28%|##8       | 281/1000 [03:12<08:52,  1.35it/s]

 28%|##8       | 282/1000 [03:13<08:12,  1.46it/s]

 28%|##8       | 283/1000 [03:13<08:10,  1.46it/s]

 28%|##8       | 284/1000 [03:14<08:05,  1.47it/s]

 28%|##8       | 285/1000 [03:15<08:01,  1.48it/s]

 29%|##8       | 286/1000 [03:15<08:00,  1.49it/s]

 29%|##8       | 287/1000 [03:16<07:58,  1.49it/s]

 29%|##8       | 288/1000 [03:17<07:57,  1.49it/s]

 29%|##8       | 289/1000 [03:17<07:56,  1.49it/s]

 29%|##9       | 290/1000 [03:18<07:54,  1.50it/s]
step: 290, output: 0

 29%|##9       | 291/1000 [03:19<08:49,  1.34it/s]

 29%|##9       | 292/1000 [03:19<08:09,  1.45it/s]

 29%|##9       | 293/1000 [03:20<08:07,  1.45it/s]

 29%|##9       | 294/1000 [03:21<08:02,  1.46it/s]

 30%|##9       | 295/1000 [03:21<07:57,  1.48it/s]

 30%|##9       | 296/1000 [03:22<07:54,  1.48it/s]

 30%|##9       | 297/1000 [03:23<07:52,  1.49it/s]

 30%|##9       | 298/1000 [03:23<07:49,  1.49it/s]

 30%|##9       | 299/1000 [03:24<07:49,  1.49it/s]

 30%|###       | 300/1000 [03:25<07:48,  1.50it/s]
step: 300, output: 0

 30%|###       | 301/1000 [03:26<08:40,  1.34it/s]

 30%|###       | 302/1000 [03:26<08:01,  1.45it/s]

 30%|###       | 303/1000 [03:27<07:56,  1.46it/s]

 30%|###       | 304/1000 [03:28<07:52,  1.47it/s]

 30%|###       | 305/1000 [03:28<07:49,  1.48it/s]

 31%|###       | 306/1000 [03:29<07:48,  1.48it/s]

 31%|###       | 307/1000 [03:30<07:45,  1.49it/s]

 31%|###       | 308/1000 [03:30<07:43,  1.49it/s]

 31%|###       | 309/1000 [03:31<07:41,  1.50it/s]

 31%|###1      | 310/1000 [03:32<07:40,  1.50it/s]
step: 310, output: 0

 31%|###1      | 311/1000 [03:33<08:37,  1.33it/s]

 31%|###1      | 312/1000 [03:33<07:57,  1.44it/s]

 31%|###1      | 313/1000 [03:34<07:55,  1.45it/s]

 31%|###1      | 314/1000 [03:34<07:49,  1.46it/s]

 32%|###1      | 315/1000 [03:35<07:45,  1.47it/s]

 32%|###1      | 316/1000 [03:36<07:43,  1.48it/s]

 32%|###1      | 317/1000 [03:37<07:40,  1.48it/s]

 32%|###1      | 318/1000 [03:37<07:38,  1.49it/s]

 32%|###1      | 319/1000 [03:38<07:36,  1.49it/s]

 32%|###2      | 320/1000 [03:39<07:34,  1.49it/s]
step: 320, output: 0

 32%|###2      | 321/1000 [03:39<08:36,  1.31it/s]

 32%|###2      | 322/1000 [03:40<07:55,  1.43it/s]

 32%|###2      | 323/1000 [03:41<07:51,  1.43it/s]

 32%|###2      | 324/1000 [03:41<07:44,  1.45it/s]

 32%|###2      | 325/1000 [03:42<07:39,  1.47it/s]

 33%|###2      | 326/1000 [03:43<07:36,  1.48it/s]

 33%|###2      | 327/1000 [03:43<07:33,  1.48it/s]

 33%|###2      | 328/1000 [03:44<07:31,  1.49it/s]

 33%|###2      | 329/1000 [03:45<07:31,  1.49it/s]

 33%|###3      | 330/1000 [03:45<07:29,  1.49it/s]
step: 330, output: 0

 33%|###3      | 331/1000 [03:46<08:42,  1.28it/s]

 33%|###3      | 332/1000 [03:47<07:57,  1.40it/s]

 33%|###3      | 333/1000 [03:48<07:50,  1.42it/s]

 33%|###3      | 334/1000 [03:48<07:42,  1.44it/s]

 34%|###3      | 335/1000 [03:49<07:35,  1.46it/s]

 34%|###3      | 336/1000 [03:50<07:32,  1.47it/s]

 34%|###3      | 337/1000 [03:50<07:27,  1.48it/s]

 34%|###3      | 338/1000 [03:51<07:26,  1.48it/s]

 34%|###3      | 339/1000 [03:52<07:24,  1.49it/s]

 34%|###4      | 340/1000 [03:52<07:22,  1.49it/s]
step: 340, output: 0

 34%|###4      | 341/1000 [03:53<08:17,  1.32it/s]

 34%|###4      | 342/1000 [03:54<07:38,  1.43it/s]

 34%|###4      | 343/1000 [03:55<07:35,  1.44it/s]

 34%|###4      | 344/1000 [03:55<07:29,  1.46it/s]

 34%|###4      | 345/1000 [03:56<07:26,  1.47it/s]

 35%|###4      | 346/1000 [03:57<07:23,  1.48it/s]

 35%|###4      | 347/1000 [03:57<07:19,  1.48it/s]

 35%|###4      | 348/1000 [03:58<07:18,  1.49it/s]

 35%|###4      | 349/1000 [03:59<07:17,  1.49it/s]

 35%|###5      | 350/1000 [03:59<07:16,  1.49it/s]
step: 350, output: 0

 35%|###5      | 351/1000 [04:00<08:11,  1.32it/s]

 35%|###5      | 352/1000 [04:01<07:33,  1.43it/s]

 35%|###5      | 353/1000 [04:01<07:29,  1.44it/s]

 35%|###5      | 354/1000 [04:02<07:23,  1.46it/s]

 36%|###5      | 355/1000 [04:03<07:18,  1.47it/s]

 36%|###5      | 356/1000 [04:03<07:15,  1.48it/s]

 36%|###5      | 357/1000 [04:04<07:12,  1.49it/s]

 36%|###5      | 358/1000 [04:05<07:11,  1.49it/s]

 36%|###5      | 359/1000 [04:05<07:09,  1.49it/s]

 36%|###6      | 360/1000 [04:06<07:09,  1.49it/s]
step: 360, output: 0

 36%|###6      | 361/1000 [04:07<07:59,  1.33it/s]

 36%|###6      | 362/1000 [04:08<07:22,  1.44it/s]

 36%|###6      | 363/1000 [04:08<07:19,  1.45it/s]

 36%|###6      | 364/1000 [04:09<07:14,  1.47it/s]

 36%|###6      | 365/1000 [04:10<07:10,  1.48it/s]

 37%|###6      | 366/1000 [04:10<07:07,  1.48it/s]

 37%|###6      | 367/1000 [04:11<07:06,  1.49it/s]

 37%|###6      | 368/1000 [04:12<07:04,  1.49it/s]

 37%|###6      | 369/1000 [04:12<07:03,  1.49it/s]

 37%|###7      | 370/1000 [04:13<07:01,  1.50it/s]
step: 370, output: 0

 37%|###7      | 371/1000 [04:14<07:52,  1.33it/s]

 37%|###7      | 372/1000 [04:14<07:15,  1.44it/s]

 37%|###7      | 373/1000 [04:15<07:12,  1.45it/s]

 37%|###7      | 374/1000 [04:16<07:07,  1.46it/s]

 38%|###7      | 375/1000 [04:16<07:03,  1.47it/s]

 38%|###7      | 376/1000 [04:17<07:01,  1.48it/s]

 38%|###7      | 377/1000 [04:18<06:59,  1.49it/s]

 38%|###7      | 378/1000 [04:18<06:57,  1.49it/s]

 38%|###7      | 379/1000 [04:19<06:56,  1.49it/s]

 38%|###8      | 380/1000 [04:20<06:55,  1.49it/s]
step: 380, output: 0

 38%|###8      | 381/1000 [04:21<07:49,  1.32it/s]

 38%|###8      | 382/1000 [04:21<07:11,  1.43it/s]

 38%|###8      | 383/1000 [04:22<07:08,  1.44it/s]

 38%|###8      | 384/1000 [04:23<07:02,  1.46it/s]

 38%|###8      | 385/1000 [04:23<06:57,  1.47it/s]

 39%|###8      | 386/1000 [04:24<06:54,  1.48it/s]

 39%|###8      | 387/1000 [04:25<06:52,  1.48it/s]

 39%|###8      | 388/1000 [04:25<06:51,  1.49it/s]

 39%|###8      | 389/1000 [04:26<06:50,  1.49it/s]

 39%|###9      | 390/1000 [04:27<06:48,  1.49it/s]
step: 390, output: 0

 39%|###9      | 391/1000 [04:28<07:37,  1.33it/s]

 39%|###9      | 392/1000 [04:28<07:02,  1.44it/s]

 39%|###9      | 393/1000 [04:29<06:58,  1.45it/s]

 39%|###9      | 394/1000 [04:30<06:52,  1.47it/s]

 40%|###9      | 395/1000 [04:30<06:49,  1.48it/s]

 40%|###9      | 396/1000 [04:31<06:48,  1.48it/s]

 40%|###9      | 397/1000 [04:32<06:46,  1.48it/s]

 40%|###9      | 398/1000 [04:32<06:44,  1.49it/s]

 40%|###9      | 399/1000 [04:33<06:43,  1.49it/s]

 40%|####      | 400/1000 [04:34<06:42,  1.49it/s]
step: 400, output: 0

 40%|####      | 401/1000 [04:35<07:29,  1.33it/s]

 40%|####      | 402/1000 [04:35<06:55,  1.44it/s]

 40%|####      | 403/1000 [04:36<06:51,  1.45it/s]

 40%|####      | 404/1000 [04:36<06:46,  1.47it/s]

 40%|####      | 405/1000 [04:37<06:42,  1.48it/s]

 41%|####      | 406/1000 [04:38<06:41,  1.48it/s]

 41%|####      | 407/1000 [04:38<06:38,  1.49it/s]

 41%|####      | 408/1000 [04:39<06:36,  1.49it/s]

 41%|####      | 409/1000 [04:40<06:35,  1.50it/s]

 41%|####1     | 410/1000 [04:40<06:33,  1.50it/s]
step: 410, output: 0

 41%|####1     | 411/1000 [04:41<07:25,  1.32it/s]

 41%|####1     | 412/1000 [04:42<06:50,  1.43it/s]

 41%|####1     | 413/1000 [04:43<06:47,  1.44it/s]

 41%|####1     | 414/1000 [04:43<06:41,  1.46it/s]

 42%|####1     | 415/1000 [04:44<06:37,  1.47it/s]

 42%|####1     | 416/1000 [04:45<06:34,  1.48it/s]

 42%|####1     | 417/1000 [04:45<06:32,  1.49it/s]

 42%|####1     | 418/1000 [04:46<06:30,  1.49it/s]

 42%|####1     | 419/1000 [04:47<06:29,  1.49it/s]

 42%|####2     | 420/1000 [04:47<06:29,  1.49it/s]
step: 420, output: 0

 42%|####2     | 421/1000 [04:48<07:16,  1.33it/s]

 42%|####2     | 422/1000 [04:49<06:42,  1.43it/s]

 42%|####2     | 423/1000 [04:49<06:39,  1.44it/s]

 42%|####2     | 424/1000 [04:50<06:34,  1.46it/s]

 42%|####2     | 425/1000 [04:51<06:29,  1.47it/s]

 43%|####2     | 426/1000 [04:51<06:27,  1.48it/s]

 43%|####2     | 427/1000 [04:52<06:25,  1.49it/s]

 43%|####2     | 428/1000 [04:53<06:24,  1.49it/s]

 43%|####2     | 429/1000 [04:53<06:23,  1.49it/s]

 43%|####3     | 430/1000 [04:54<06:21,  1.49it/s]
step: 430, output: 0

 43%|####3     | 431/1000 [04:55<07:07,  1.33it/s]

 43%|####3     | 432/1000 [04:56<06:34,  1.44it/s]

 43%|####3     | 433/1000 [04:56<06:31,  1.45it/s]

 43%|####3     | 434/1000 [04:57<06:25,  1.47it/s]

 44%|####3     | 435/1000 [04:58<06:23,  1.47it/s]

 44%|####3     | 436/1000 [04:58<06:21,  1.48it/s]

 44%|####3     | 437/1000 [04:59<06:19,  1.48it/s]

 44%|####3     | 438/1000 [05:00<06:17,  1.49it/s]

 44%|####3     | 439/1000 [05:00<06:16,  1.49it/s]

 44%|####4     | 440/1000 [05:01<06:15,  1.49it/s]
step: 440, output: 0

 44%|####4     | 441/1000 [05:02<07:04,  1.32it/s]

 44%|####4     | 442/1000 [05:03<06:30,  1.43it/s]

 44%|####4     | 443/1000 [05:03<06:25,  1.44it/s]

 44%|####4     | 444/1000 [05:04<06:20,  1.46it/s]

 44%|####4     | 445/1000 [05:05<06:16,  1.47it/s]

 45%|####4     | 446/1000 [05:05<06:14,  1.48it/s]

 45%|####4     | 447/1000 [05:06<06:12,  1.48it/s]

 45%|####4     | 448/1000 [05:07<06:11,  1.49it/s]

 45%|####4     | 449/1000 [05:07<06:09,  1.49it/s]

 45%|####5     | 450/1000 [05:08<06:08,  1.49it/s]
step: 450, output: 0

 45%|####5     | 451/1000 [05:09<06:50,  1.34it/s]

 45%|####5     | 452/1000 [05:09<06:20,  1.44it/s]

 45%|####5     | 453/1000 [05:10<06:16,  1.45it/s]

 45%|####5     | 454/1000 [05:11<06:12,  1.47it/s]

 46%|####5     | 455/1000 [05:11<06:08,  1.48it/s]

 46%|####5     | 456/1000 [05:12<06:06,  1.48it/s]

 46%|####5     | 457/1000 [05:13<06:04,  1.49it/s]

 46%|####5     | 458/1000 [05:13<06:03,  1.49it/s]

 46%|####5     | 459/1000 [05:14<06:02,  1.49it/s]

 46%|####6     | 460/1000 [05:15<06:01,  1.49it/s]
step: 460, output: 0

 46%|####6     | 461/1000 [05:16<06:44,  1.33it/s]

 46%|####6     | 462/1000 [05:16<06:13,  1.44it/s]

 46%|####6     | 463/1000 [05:17<06:10,  1.45it/s]

 46%|####6     | 464/1000 [05:18<06:06,  1.46it/s]

 46%|####6     | 465/1000 [05:18<06:02,  1.48it/s]

 47%|####6     | 466/1000 [05:19<06:00,  1.48it/s]

 47%|####6     | 467/1000 [05:20<05:57,  1.49it/s]

 47%|####6     | 468/1000 [05:20<05:56,  1.49it/s]

 47%|####6     | 469/1000 [05:21<05:55,  1.49it/s]

 47%|####6     | 470/1000 [05:22<05:55,  1.49it/s]
step: 470, output: 0

 47%|####7     | 471/1000 [05:23<06:36,  1.33it/s]

 47%|####7     | 472/1000 [05:23<06:06,  1.44it/s]

 47%|####7     | 473/1000 [05:24<06:02,  1.45it/s]

 47%|####7     | 474/1000 [05:24<05:58,  1.47it/s]

 48%|####7     | 475/1000 [05:25<05:55,  1.47it/s]

 48%|####7     | 476/1000 [05:26<05:53,  1.48it/s]

 48%|####7     | 477/1000 [05:26<05:51,  1.49it/s]

 48%|####7     | 478/1000 [05:27<05:49,  1.49it/s]

 48%|####7     | 479/1000 [05:28<05:48,  1.49it/s]

 48%|####8     | 480/1000 [05:28<05:47,  1.49it/s]
step: 480, output: 0

 48%|####8     | 481/1000 [05:29<06:31,  1.32it/s]

 48%|####8     | 482/1000 [05:30<06:00,  1.44it/s]

 48%|####8     | 483/1000 [05:31<05:58,  1.44it/s]

 48%|####8     | 484/1000 [05:31<05:53,  1.46it/s]

 48%|####8     | 485/1000 [05:32<05:49,  1.47it/s]

 49%|####8     | 486/1000 [05:33<05:47,  1.48it/s]

 49%|####8     | 487/1000 [05:33<05:44,  1.49it/s]

 49%|####8     | 488/1000 [05:34<05:43,  1.49it/s]

 49%|####8     | 489/1000 [05:35<05:42,  1.49it/s]

 49%|####9     | 490/1000 [05:35<05:40,  1.50it/s]
step: 490, output: 0

 49%|####9     | 491/1000 [05:36<06:18,  1.34it/s]

 49%|####9     | 492/1000 [05:37<05:50,  1.45it/s]

 49%|####9     | 493/1000 [05:37<05:47,  1.46it/s]

 49%|####9     | 494/1000 [05:38<05:43,  1.47it/s]

 50%|####9     | 495/1000 [05:39<05:41,  1.48it/s]

 50%|####9     | 496/1000 [05:39<05:39,  1.48it/s]

 50%|####9     | 497/1000 [05:40<05:37,  1.49it/s]

 50%|####9     | 498/1000 [05:41<05:36,  1.49it/s]

 50%|####9     | 499/1000 [05:41<05:34,  1.50it/s]

 50%|#####     | 500/1000 [05:42<05:34,  1.50it/s]
step: 500, output: 0

 50%|#####     | 501/1000 [05:43<06:13,  1.34it/s]

 50%|#####     | 502/1000 [05:44<05:44,  1.44it/s]

 50%|#####     | 503/1000 [05:44<05:41,  1.45it/s]

 50%|#####     | 504/1000 [05:45<05:38,  1.47it/s]

 50%|#####     | 505/1000 [05:46<05:35,  1.48it/s]

 51%|#####     | 506/1000 [05:46<05:33,  1.48it/s]

 51%|#####     | 507/1000 [05:47<05:31,  1.49it/s]

 51%|#####     | 508/1000 [05:48<05:29,  1.49it/s]

 51%|#####     | 509/1000 [05:48<05:28,  1.50it/s]

 51%|#####1    | 510/1000 [05:49<05:27,  1.50it/s]
step: 510, output: 0

 51%|#####1    | 511/1000 [05:50<06:03,  1.35it/s]

 51%|#####1    | 512/1000 [05:50<05:36,  1.45it/s]

 51%|#####1    | 513/1000 [05:51<05:34,  1.46it/s]

 51%|#####1    | 514/1000 [05:52<05:30,  1.47it/s]

 52%|#####1    | 515/1000 [05:52<05:27,  1.48it/s]

 52%|#####1    | 516/1000 [05:53<05:25,  1.49it/s]

 52%|#####1    | 517/1000 [05:54<05:23,  1.49it/s]

 52%|#####1    | 518/1000 [05:54<05:22,  1.49it/s]

 52%|#####1    | 519/1000 [05:55<05:21,  1.50it/s]

 52%|#####2    | 520/1000 [05:56<05:20,  1.50it/s]
step: 520, output: 0

 52%|#####2    | 521/1000 [05:57<05:57,  1.34it/s]

 52%|#####2    | 522/1000 [05:57<05:30,  1.45it/s]

 52%|#####2    | 523/1000 [05:58<05:27,  1.45it/s]

 52%|#####2    | 524/1000 [05:59<05:24,  1.47it/s]

 52%|#####2    | 525/1000 [05:59<05:21,  1.48it/s]

 53%|#####2    | 526/1000 [06:00<05:19,  1.48it/s]

 53%|#####2    | 527/1000 [06:01<05:17,  1.49it/s]

 53%|#####2    | 528/1000 [06:01<05:16,  1.49it/s]

 53%|#####2    | 529/1000 [06:02<05:15,  1.49it/s]

 53%|#####3    | 530/1000 [06:03<05:14,  1.49it/s]
step: 530, output: 0

 53%|#####3    | 531/1000 [06:04<05:50,  1.34it/s]

 53%|#####3    | 532/1000 [06:04<05:23,  1.45it/s]

 53%|#####3    | 533/1000 [06:05<05:21,  1.45it/s]

 53%|#####3    | 534/1000 [06:05<05:17,  1.47it/s]

 54%|#####3    | 535/1000 [06:06<05:14,  1.48it/s]

 54%|#####3    | 536/1000 [06:07<05:12,  1.48it/s]

 54%|#####3    | 537/1000 [06:07<05:10,  1.49it/s]

 54%|#####3    | 538/1000 [06:08<05:09,  1.49it/s]

 54%|#####3    | 539/1000 [06:09<05:08,  1.50it/s]

 54%|#####4    | 540/1000 [06:09<05:07,  1.50it/s]
step: 540, output: 0

 54%|#####4    | 541/1000 [06:10<05:42,  1.34it/s]

 54%|#####4    | 542/1000 [06:11<05:16,  1.45it/s]

 54%|#####4    | 543/1000 [06:12<05:13,  1.46it/s]

 54%|#####4    | 544/1000 [06:12<05:10,  1.47it/s]

 55%|#####4    | 545/1000 [06:13<05:07,  1.48it/s]

 55%|#####4    | 546/1000 [06:14<05:06,  1.48it/s]

 55%|#####4    | 547/1000 [06:14<05:04,  1.49it/s]

 55%|#####4    | 548/1000 [06:15<05:02,  1.49it/s]

 55%|#####4    | 549/1000 [06:16<05:01,  1.50it/s]

 55%|#####5    | 550/1000 [06:16<05:00,  1.50it/s]
step: 550, output: 0

 55%|#####5    | 551/1000 [06:17<05:34,  1.34it/s]

 55%|#####5    | 552/1000 [06:18<05:09,  1.45it/s]

 55%|#####5    | 553/1000 [06:18<05:07,  1.45it/s]

 55%|#####5    | 554/1000 [06:19<05:03,  1.47it/s]

 56%|#####5    | 555/1000 [06:20<05:01,  1.48it/s]

 56%|#####5    | 556/1000 [06:20<04:59,  1.48it/s]

 56%|#####5    | 557/1000 [06:21<04:58,  1.49it/s]

 56%|#####5    | 558/1000 [06:22<04:57,  1.49it/s]

 56%|#####5    | 559/1000 [06:22<04:55,  1.49it/s]

 56%|#####6    | 560/1000 [06:23<04:54,  1.49it/s]
step: 560, output: 0

 56%|#####6    | 561/1000 [06:24<05:27,  1.34it/s]

 56%|#####6    | 562/1000 [06:25<05:02,  1.45it/s]

 56%|#####6    | 563/1000 [06:25<04:59,  1.46it/s]

 56%|#####6    | 564/1000 [06:26<04:56,  1.47it/s]

 56%|#####6    | 565/1000 [06:27<04:53,  1.48it/s]

 57%|#####6    | 566/1000 [06:27<04:51,  1.49it/s]

 57%|#####6    | 567/1000 [06:28<04:50,  1.49it/s]

 57%|#####6    | 568/1000 [06:29<04:49,  1.49it/s]

 57%|#####6    | 569/1000 [06:29<04:48,  1.49it/s]

 57%|#####6    | 570/1000 [06:30<04:46,  1.50it/s]
step: 570, output: 0

 57%|#####7    | 571/1000 [06:31<05:23,  1.32it/s]

 57%|#####7    | 572/1000 [06:31<04:58,  1.43it/s]

 57%|#####7    | 573/1000 [06:32<04:55,  1.45it/s]

 57%|#####7    | 574/1000 [06:33<04:50,  1.47it/s]

 57%|#####7    | 575/1000 [06:33<04:48,  1.47it/s]

 58%|#####7    | 576/1000 [06:34<04:46,  1.48it/s]

 58%|#####7    | 577/1000 [06:35<04:44,  1.49it/s]

 58%|#####7    | 578/1000 [06:35<04:43,  1.49it/s]

 58%|#####7    | 579/1000 [06:36<04:41,  1.49it/s]

 58%|#####8    | 580/1000 [06:37<04:40,  1.50it/s]
step: 580, output: 0

 58%|#####8    | 581/1000 [06:38<05:09,  1.35it/s]

 58%|#####8    | 582/1000 [06:38<04:46,  1.46it/s]

 58%|#####8    | 583/1000 [06:39<04:45,  1.46it/s]

 58%|#####8    | 584/1000 [06:40<04:42,  1.47it/s]

 58%|#####8    | 585/1000 [06:40<04:40,  1.48it/s]

 59%|#####8    | 586/1000 [06:41<04:38,  1.48it/s]

 59%|#####8    | 587/1000 [06:42<04:37,  1.49it/s]

 59%|#####8    | 588/1000 [06:42<04:36,  1.49it/s]

 59%|#####8    | 589/1000 [06:43<04:35,  1.49it/s]

 59%|#####8    | 590/1000 [06:44<04:33,  1.50it/s]
step: 590, output: 0

 59%|#####9    | 591/1000 [06:45<05:13,  1.30it/s]

 59%|#####9    | 592/1000 [06:45<04:47,  1.42it/s]

 59%|#####9    | 593/1000 [06:46<04:44,  1.43it/s]

 59%|#####9    | 594/1000 [06:47<04:39,  1.45it/s]

 60%|#####9    | 595/1000 [06:47<04:35,  1.47it/s]

 60%|#####9    | 596/1000 [06:48<04:33,  1.48it/s]

 60%|#####9    | 597/1000 [06:49<04:31,  1.48it/s]

 60%|#####9    | 598/1000 [06:49<04:30,  1.49it/s]

 60%|#####9    | 599/1000 [06:50<04:29,  1.49it/s]

 60%|######    | 600/1000 [06:51<04:28,  1.49it/s]
step: 600, output: 0

 60%|######    | 601/1000 [06:51<04:56,  1.34it/s]

 60%|######    | 602/1000 [06:52<04:34,  1.45it/s]

 60%|######    | 603/1000 [06:53<04:32,  1.46it/s]

 60%|######    | 604/1000 [06:53<04:28,  1.47it/s]

 60%|######    | 605/1000 [06:54<04:26,  1.48it/s]

 61%|######    | 606/1000 [06:55<04:24,  1.49it/s]

 61%|######    | 607/1000 [06:55<04:23,  1.49it/s]

 61%|######    | 608/1000 [06:56<04:22,  1.50it/s]

 61%|######    | 609/1000 [06:57<04:21,  1.50it/s]

 61%|######1   | 610/1000 [06:57<04:20,  1.50it/s]
step: 610, output: 0

 61%|######1   | 611/1000 [06:58<04:48,  1.35it/s]

 61%|######1   | 612/1000 [06:59<04:26,  1.45it/s]

 61%|######1   | 613/1000 [07:00<04:25,  1.46it/s]

 61%|######1   | 614/1000 [07:00<04:22,  1.47it/s]

 62%|######1   | 615/1000 [07:01<04:20,  1.48it/s]

 62%|######1   | 616/1000 [07:02<04:18,  1.48it/s]

 62%|######1   | 617/1000 [07:02<04:16,  1.49it/s]

 62%|######1   | 618/1000 [07:03<04:15,  1.50it/s]

 62%|######1   | 619/1000 [07:04<04:14,  1.50it/s]

 62%|######2   | 620/1000 [07:04<04:13,  1.50it/s]
step: 620, output: 0

 62%|######2   | 621/1000 [07:05<04:42,  1.34it/s]

 62%|######2   | 622/1000 [07:06<04:20,  1.45it/s]

 62%|######2   | 623/1000 [07:06<04:18,  1.46it/s]

 62%|######2   | 624/1000 [07:07<04:15,  1.47it/s]

 62%|######2   | 625/1000 [07:08<04:12,  1.48it/s]

 63%|######2   | 626/1000 [07:08<04:11,  1.49it/s]

 63%|######2   | 627/1000 [07:09<04:09,  1.49it/s]

 63%|######2   | 628/1000 [07:10<04:09,  1.49it/s]

 63%|######2   | 629/1000 [07:10<04:08,  1.49it/s]

 63%|######3   | 630/1000 [07:11<04:07,  1.49it/s]
step: 630, output: 0

 63%|######3   | 631/1000 [07:12<04:37,  1.33it/s]

 63%|######3   | 632/1000 [07:13<04:16,  1.44it/s]

 63%|######3   | 633/1000 [07:13<04:12,  1.45it/s]

 63%|######3   | 634/1000 [07:14<04:09,  1.47it/s]

 64%|######3   | 635/1000 [07:15<04:06,  1.48it/s]

 64%|######3   | 636/1000 [07:15<04:04,  1.49it/s]

 64%|######3   | 637/1000 [07:16<04:03,  1.49it/s]

 64%|######3   | 638/1000 [07:17<04:02,  1.50it/s]

 64%|######3   | 639/1000 [07:17<04:01,  1.50it/s]

 64%|######4   | 640/1000 [07:18<04:00,  1.50it/s]
step: 640, output: 0

 64%|######4   | 641/1000 [07:19<04:28,  1.34it/s]

 64%|######4   | 642/1000 [07:19<04:07,  1.45it/s]

 64%|######4   | 643/1000 [07:20<04:05,  1.45it/s]

 64%|######4   | 644/1000 [07:21<04:02,  1.47it/s]

 64%|######4   | 645/1000 [07:21<03:59,  1.48it/s]

 65%|######4   | 646/1000 [07:22<03:58,  1.49it/s]

 65%|######4   | 647/1000 [07:23<03:56,  1.49it/s]

 65%|######4   | 648/1000 [07:23<03:55,  1.49it/s]

 65%|######4   | 649/1000 [07:24<03:55,  1.49it/s]

 65%|######5   | 650/1000 [07:25<03:54,  1.49it/s]
step: 650, output: 0

 65%|######5   | 651/1000 [07:26<04:19,  1.35it/s]

 65%|######5   | 652/1000 [07:26<03:59,  1.45it/s]

 65%|######5   | 653/1000 [07:27<03:57,  1.46it/s]

 65%|######5   | 654/1000 [07:28<03:54,  1.47it/s]

 66%|######5   | 655/1000 [07:28<03:52,  1.48it/s]

 66%|######5   | 656/1000 [07:29<03:51,  1.49it/s]

 66%|######5   | 657/1000 [07:30<03:49,  1.49it/s]

 66%|######5   | 658/1000 [07:30<03:48,  1.50it/s]

 66%|######5   | 659/1000 [07:31<03:47,  1.50it/s]

 66%|######6   | 660/1000 [07:32<03:46,  1.50it/s]
step: 660, output: 0

 66%|######6   | 661/1000 [07:32<04:10,  1.35it/s]

 66%|######6   | 662/1000 [07:33<03:51,  1.46it/s]

 66%|######6   | 663/1000 [07:34<03:49,  1.47it/s]

 66%|######6   | 664/1000 [07:34<03:47,  1.48it/s]

 66%|######6   | 665/1000 [07:35<03:45,  1.49it/s]

 67%|######6   | 666/1000 [07:36<03:43,  1.49it/s]

 67%|######6   | 667/1000 [07:36<03:42,  1.50it/s]

 67%|######6   | 668/1000 [07:37<03:41,  1.50it/s]

 67%|######6   | 669/1000 [07:38<03:40,  1.50it/s]

 67%|######7   | 670/1000 [07:38<03:39,  1.50it/s]
step: 670, output: 0

 67%|######7   | 671/1000 [07:39<04:02,  1.36it/s]

 67%|######7   | 672/1000 [07:40<03:44,  1.46it/s]

 67%|######7   | 673/1000 [07:40<03:43,  1.46it/s]

 67%|######7   | 674/1000 [07:41<03:40,  1.48it/s]

 68%|######7   | 675/1000 [07:42<03:38,  1.49it/s]

 68%|######7   | 676/1000 [07:42<03:37,  1.49it/s]

 68%|######7   | 677/1000 [07:43<03:36,  1.49it/s]

 68%|######7   | 678/1000 [07:44<03:35,  1.50it/s]

 68%|######7   | 679/1000 [07:44<03:34,  1.50it/s]

 68%|######8   | 680/1000 [07:45<03:33,  1.50it/s]
step: 680, output: 0

 68%|######8   | 681/1000 [07:46<03:56,  1.35it/s]

 68%|######8   | 682/1000 [07:47<03:38,  1.46it/s]

 68%|######8   | 683/1000 [07:47<03:36,  1.46it/s]

 68%|######8   | 684/1000 [07:48<03:33,  1.48it/s]

 68%|######8   | 685/1000 [07:49<03:32,  1.48it/s]

 69%|######8   | 686/1000 [07:49<03:31,  1.49it/s]

 69%|######8   | 687/1000 [07:50<03:29,  1.50it/s]

 69%|######8   | 688/1000 [07:51<03:28,  1.50it/s]

 69%|######8   | 689/1000 [07:51<03:27,  1.50it/s]

 69%|######9   | 690/1000 [07:52<03:26,  1.50it/s]
step: 690, output: 0

 69%|######9   | 691/1000 [07:53<03:47,  1.36it/s]

 69%|######9   | 692/1000 [07:53<03:30,  1.46it/s]

 69%|######9   | 693/1000 [07:54<03:29,  1.47it/s]

 69%|######9   | 694/1000 [07:55<03:27,  1.48it/s]

 70%|######9   | 695/1000 [07:55<03:25,  1.49it/s]

 70%|######9   | 696/1000 [07:56<03:23,  1.49it/s]

 70%|######9   | 697/1000 [07:57<03:22,  1.50it/s]

 70%|######9   | 698/1000 [07:57<03:21,  1.50it/s]

 70%|######9   | 699/1000 [07:58<03:20,  1.50it/s]

 70%|#######   | 700/1000 [07:59<03:19,  1.50it/s]
step: 700, output: 0

 70%|#######   | 701/1000 [08:00<03:40,  1.36it/s]

 70%|#######   | 702/1000 [08:00<03:24,  1.46it/s]

 70%|#######   | 703/1000 [08:01<03:22,  1.46it/s]

 70%|#######   | 704/1000 [08:01<03:20,  1.48it/s]

 70%|#######   | 705/1000 [08:02<03:19,  1.48it/s]

 71%|#######   | 706/1000 [08:03<03:17,  1.49it/s]

 71%|#######   | 707/1000 [08:04<03:16,  1.49it/s]

 71%|#######   | 708/1000 [08:04<03:15,  1.49it/s]

 71%|#######   | 709/1000 [08:05<03:14,  1.50it/s]

 71%|#######1  | 710/1000 [08:05<03:13,  1.50it/s]
step: 710, output: 0

 71%|#######1  | 711/1000 [08:06<03:34,  1.35it/s]

 71%|#######1  | 712/1000 [08:07<03:18,  1.45it/s]

 71%|#######1  | 713/1000 [08:08<03:17,  1.46it/s]

 71%|#######1  | 714/1000 [08:08<03:14,  1.47it/s]

 72%|#######1  | 715/1000 [08:09<03:12,  1.48it/s]

 72%|#######1  | 716/1000 [08:10<03:11,  1.49it/s]

 72%|#######1  | 717/1000 [08:10<03:09,  1.49it/s]

 72%|#######1  | 718/1000 [08:11<03:08,  1.50it/s]

 72%|#######1  | 719/1000 [08:12<03:07,  1.50it/s]

 72%|#######2  | 720/1000 [08:12<03:07,  1.50it/s]
step: 720, output: 0

 72%|#######2  | 721/1000 [08:13<03:26,  1.35it/s]

 72%|#######2  | 722/1000 [08:14<03:10,  1.46it/s]

 72%|#######2  | 723/1000 [08:14<03:09,  1.46it/s]

 72%|#######2  | 724/1000 [08:15<03:07,  1.47it/s]

 72%|#######2  | 725/1000 [08:16<03:05,  1.48it/s]

 73%|#######2  | 726/1000 [08:16<03:04,  1.49it/s]

 73%|#######2  | 727/1000 [08:17<03:02,  1.49it/s]

 73%|#######2  | 728/1000 [08:18<03:02,  1.49it/s]

 73%|#######2  | 729/1000 [08:18<03:01,  1.50it/s]

 73%|#######3  | 730/1000 [08:19<03:00,  1.50it/s]
step: 730, output: 0

 73%|#######3  | 731/1000 [08:20<03:20,  1.34it/s]

 73%|#######3  | 732/1000 [08:21<03:04,  1.45it/s]

 73%|#######3  | 733/1000 [08:21<03:03,  1.46it/s]

 73%|#######3  | 734/1000 [08:22<03:00,  1.47it/s]

 74%|#######3  | 735/1000 [08:23<02:58,  1.48it/s]

 74%|#######3  | 736/1000 [08:23<02:57,  1.49it/s]

 74%|#######3  | 737/1000 [08:24<02:56,  1.49it/s]

 74%|#######3  | 738/1000 [08:25<02:55,  1.50it/s]

 74%|#######3  | 739/1000 [08:25<02:54,  1.50it/s]

 74%|#######4  | 740/1000 [08:26<02:53,  1.50it/s]
step: 740, output: 0

 74%|#######4  | 741/1000 [08:27<03:13,  1.34it/s]

 74%|#######4  | 742/1000 [08:27<02:58,  1.45it/s]

 74%|#######4  | 743/1000 [08:28<02:56,  1.46it/s]

 74%|#######4  | 744/1000 [08:29<02:54,  1.47it/s]

 74%|#######4  | 745/1000 [08:29<02:52,  1.48it/s]

 75%|#######4  | 746/1000 [08:30<02:51,  1.48it/s]

 75%|#######4  | 747/1000 [08:31<02:49,  1.49it/s]

 75%|#######4  | 748/1000 [08:31<02:48,  1.49it/s]

 75%|#######4  | 749/1000 [08:32<02:47,  1.50it/s]

 75%|#######5  | 750/1000 [08:33<02:46,  1.50it/s]
step: 750, output: 0

 75%|#######5  | 751/1000 [08:34<03:05,  1.34it/s]

 75%|#######5  | 752/1000 [08:34<02:51,  1.45it/s]

 75%|#######5  | 753/1000 [08:35<02:49,  1.46it/s]

 75%|#######5  | 754/1000 [08:36<02:46,  1.48it/s]

 76%|#######5  | 755/1000 [08:36<02:45,  1.48it/s]

 76%|#######5  | 756/1000 [08:37<02:44,  1.49it/s]

 76%|#######5  | 757/1000 [08:38<02:43,  1.49it/s]

 76%|#######5  | 758/1000 [08:38<02:41,  1.49it/s]

 76%|#######5  | 759/1000 [08:39<02:40,  1.50it/s]

 76%|#######6  | 760/1000 [08:40<02:39,  1.50it/s]
step: 760, output: 0

 76%|#######6  | 761/1000 [08:41<02:57,  1.35it/s]

 76%|#######6  | 762/1000 [08:41<02:43,  1.46it/s]

 76%|#######6  | 763/1000 [08:42<02:42,  1.46it/s]

 76%|#######6  | 764/1000 [08:42<02:39,  1.48it/s]

 76%|#######6  | 765/1000 [08:43<02:38,  1.48it/s]

 77%|#######6  | 766/1000 [08:44<02:37,  1.49it/s]

 77%|#######6  | 767/1000 [08:44<02:36,  1.49it/s]

 77%|#######6  | 768/1000 [08:45<02:35,  1.49it/s]

 77%|#######6  | 769/1000 [08:46<02:34,  1.50it/s]

 77%|#######7  | 770/1000 [08:46<02:33,  1.50it/s]
step: 770, output: 0

 77%|#######7  | 771/1000 [08:47<02:50,  1.34it/s]

 77%|#######7  | 772/1000 [08:48<02:37,  1.45it/s]

 77%|#######7  | 773/1000 [08:49<02:35,  1.46it/s]

 77%|#######7  | 774/1000 [08:49<02:33,  1.47it/s]

 78%|#######7  | 775/1000 [08:50<02:31,  1.48it/s]

 78%|#######7  | 776/1000 [08:51<02:30,  1.49it/s]

 78%|#######7  | 777/1000 [08:51<02:29,  1.49it/s]

 78%|#######7  | 778/1000 [08:52<02:28,  1.49it/s]

 78%|#######7  | 779/1000 [08:53<02:27,  1.49it/s]

 78%|#######8  | 780/1000 [08:53<02:26,  1.50it/s]
step: 780, output: 0

 78%|#######8  | 781/1000 [08:54<02:42,  1.35it/s]

 78%|#######8  | 782/1000 [08:55<02:29,  1.45it/s]

 78%|#######8  | 783/1000 [08:55<02:28,  1.46it/s]

 78%|#######8  | 784/1000 [08:56<02:26,  1.47it/s]

 78%|#######8  | 785/1000 [08:57<02:24,  1.48it/s]

 79%|#######8  | 786/1000 [08:57<02:23,  1.49it/s]

 79%|#######8  | 787/1000 [08:58<02:22,  1.49it/s]

 79%|#######8  | 788/1000 [08:59<02:21,  1.50it/s]

 79%|#######8  | 789/1000 [08:59<02:20,  1.50it/s]

 79%|#######9  | 790/1000 [09:00<02:19,  1.50it/s]
step: 790, output: 0

 79%|#######9  | 791/1000 [09:01<02:35,  1.35it/s]

 79%|#######9  | 792/1000 [09:02<02:23,  1.45it/s]

 79%|#######9  | 793/1000 [09:02<02:22,  1.46it/s]

 79%|#######9  | 794/1000 [09:03<02:20,  1.47it/s]

 80%|#######9  | 795/1000 [09:04<02:18,  1.48it/s]

 80%|#######9  | 796/1000 [09:04<02:17,  1.49it/s]

 80%|#######9  | 797/1000 [09:05<02:15,  1.49it/s]

 80%|#######9  | 798/1000 [09:06<02:15,  1.50it/s]

 80%|#######9  | 799/1000 [09:06<02:14,  1.50it/s]

 80%|########  | 800/1000 [09:07<02:13,  1.50it/s]
step: 800, output: 0

 80%|########  | 801/1000 [09:08<02:28,  1.34it/s]

 80%|########  | 802/1000 [09:08<02:16,  1.45it/s]

 80%|########  | 803/1000 [09:09<02:15,  1.46it/s]

 80%|########  | 804/1000 [09:10<02:13,  1.47it/s]

 80%|########  | 805/1000 [09:10<02:11,  1.48it/s]

 81%|########  | 806/1000 [09:11<02:10,  1.49it/s]

 81%|########  | 807/1000 [09:12<02:09,  1.49it/s]

 81%|########  | 808/1000 [09:12<02:08,  1.50it/s]

 81%|########  | 809/1000 [09:13<02:07,  1.50it/s]

 81%|########1 | 810/1000 [09:14<02:06,  1.50it/s]
step: 810, output: 0

 81%|########1 | 811/1000 [09:15<02:19,  1.35it/s]

 81%|########1 | 812/1000 [09:15<02:08,  1.46it/s]

 81%|########1 | 813/1000 [09:16<02:07,  1.46it/s]

 81%|########1 | 814/1000 [09:16<02:05,  1.48it/s]

 82%|########1 | 815/1000 [09:17<02:04,  1.49it/s]

 82%|########1 | 816/1000 [09:18<02:03,  1.49it/s]

 82%|########1 | 817/1000 [09:18<02:02,  1.49it/s]

 82%|########1 | 818/1000 [09:19<02:01,  1.50it/s]

 82%|########1 | 819/1000 [09:20<02:00,  1.50it/s]

 82%|########2 | 820/1000 [09:20<01:59,  1.50it/s]
step: 820, output: 0

 82%|########2 | 821/1000 [09:21<02:14,  1.33it/s]

 82%|########2 | 822/1000 [09:22<02:03,  1.44it/s]

 82%|########2 | 823/1000 [09:23<02:02,  1.45it/s]

 82%|########2 | 824/1000 [09:23<02:00,  1.46it/s]

 82%|########2 | 825/1000 [09:24<01:58,  1.47it/s]

 83%|########2 | 826/1000 [09:25<01:57,  1.48it/s]

 83%|########2 | 827/1000 [09:25<01:56,  1.49it/s]

 83%|########2 | 828/1000 [09:26<01:55,  1.49it/s]

 83%|########2 | 829/1000 [09:27<01:54,  1.50it/s]

 83%|########2 | 830/1000 [09:27<01:53,  1.50it/s]
step: 830, output: 0

 83%|########3 | 831/1000 [09:28<02:04,  1.36it/s]

 83%|########3 | 832/1000 [09:29<01:54,  1.46it/s]

 83%|########3 | 833/1000 [09:29<01:53,  1.47it/s]

 83%|########3 | 834/1000 [09:30<01:51,  1.48it/s]

 84%|########3 | 835/1000 [09:31<01:50,  1.49it/s]

 84%|########3 | 836/1000 [09:31<01:49,  1.49it/s]

 84%|########3 | 837/1000 [09:32<01:48,  1.50it/s]

 84%|########3 | 838/1000 [09:33<01:48,  1.50it/s]

 84%|########3 | 839/1000 [09:33<01:47,  1.50it/s]

 84%|########4 | 840/1000 [09:34<01:46,  1.50it/s]
step: 840, output: 0

 84%|########4 | 841/1000 [09:35<01:56,  1.36it/s]

 84%|########4 | 842/1000 [09:36<01:47,  1.47it/s]

 84%|########4 | 843/1000 [09:36<01:47,  1.46it/s]

 84%|########4 | 844/1000 [09:37<01:45,  1.48it/s]

 84%|########4 | 845/1000 [09:38<01:44,  1.49it/s]

 85%|########4 | 846/1000 [09:38<01:43,  1.49it/s]

 85%|########4 | 847/1000 [09:39<01:42,  1.50it/s]

 85%|########4 | 848/1000 [09:40<01:41,  1.50it/s]

 85%|########4 | 849/1000 [09:40<01:40,  1.50it/s]

 85%|########5 | 850/1000 [09:41<01:39,  1.50it/s]
step: 850, output: 0

 85%|########5 | 851/1000 [09:42<01:49,  1.36it/s]

 85%|########5 | 852/1000 [09:42<01:41,  1.46it/s]

 85%|########5 | 853/1000 [09:43<01:40,  1.47it/s]

 85%|########5 | 854/1000 [09:44<01:38,  1.48it/s]

 86%|########5 | 855/1000 [09:44<01:37,  1.49it/s]

 86%|########5 | 856/1000 [09:45<01:36,  1.50it/s]

 86%|########5 | 857/1000 [09:46<01:35,  1.50it/s]

 86%|########5 | 858/1000 [09:46<01:34,  1.50it/s]

 86%|########5 | 859/1000 [09:47<01:33,  1.50it/s]

 86%|########6 | 860/1000 [09:48<01:32,  1.51it/s]
step: 860, output: 0

 86%|########6 | 861/1000 [09:49<01:42,  1.35it/s]

 86%|########6 | 862/1000 [09:49<01:34,  1.46it/s]

 86%|########6 | 863/1000 [09:50<01:33,  1.47it/s]

 86%|########6 | 864/1000 [09:50<01:31,  1.48it/s]

 86%|########6 | 865/1000 [09:51<01:30,  1.49it/s]

 87%|########6 | 866/1000 [09:52<01:29,  1.49it/s]

 87%|########6 | 867/1000 [09:52<01:28,  1.50it/s]

 87%|########6 | 868/1000 [09:53<01:27,  1.50it/s]

 87%|########6 | 869/1000 [09:54<01:26,  1.51it/s]

 87%|########7 | 870/1000 [09:54<01:26,  1.50it/s]
step: 870, output: 0

 87%|########7 | 871/1000 [09:55<01:34,  1.36it/s]

 87%|########7 | 872/1000 [09:56<01:27,  1.46it/s]

 87%|########7 | 873/1000 [09:57<01:26,  1.47it/s]

 87%|########7 | 874/1000 [09:57<01:25,  1.48it/s]

 88%|########7 | 875/1000 [09:58<01:23,  1.49it/s]

 88%|########7 | 876/1000 [09:59<01:22,  1.50it/s]

 88%|########7 | 877/1000 [09:59<01:21,  1.50it/s]

 88%|########7 | 878/1000 [10:00<01:21,  1.50it/s]

 88%|########7 | 879/1000 [10:01<01:20,  1.51it/s]

 88%|########8 | 880/1000 [10:01<01:19,  1.51it/s]
step: 880, output: 0

 88%|########8 | 881/1000 [10:02<01:28,  1.34it/s]

 88%|########8 | 882/1000 [10:03<01:21,  1.45it/s]

 88%|########8 | 883/1000 [10:03<01:20,  1.46it/s]

 88%|########8 | 884/1000 [10:04<01:18,  1.47it/s]

 88%|########8 | 885/1000 [10:05<01:17,  1.48it/s]

 89%|########8 | 886/1000 [10:05<01:16,  1.49it/s]

 89%|########8 | 887/1000 [10:06<01:15,  1.49it/s]

 89%|########8 | 888/1000 [10:07<01:14,  1.50it/s]

 89%|########8 | 889/1000 [10:07<01:13,  1.50it/s]

 89%|########9 | 890/1000 [10:08<01:13,  1.50it/s]
step: 890, output: 0

 89%|########9 | 891/1000 [10:09<01:20,  1.36it/s]

 89%|########9 | 892/1000 [10:10<01:13,  1.46it/s]

 89%|########9 | 893/1000 [10:10<01:12,  1.47it/s]

 89%|########9 | 894/1000 [10:11<01:11,  1.48it/s]

 90%|########9 | 895/1000 [10:12<01:10,  1.49it/s]

 90%|########9 | 896/1000 [10:12<01:09,  1.49it/s]

 90%|########9 | 897/1000 [10:13<01:08,  1.50it/s]

 90%|########9 | 898/1000 [10:14<01:07,  1.50it/s]

 90%|########9 | 899/1000 [10:14<01:07,  1.51it/s]

 90%|######### | 900/1000 [10:15<01:06,  1.51it/s]
step: 900, output: 0

 90%|######### | 901/1000 [10:16<01:12,  1.37it/s]

 90%|######### | 902/1000 [10:16<01:06,  1.47it/s]

 90%|######### | 903/1000 [10:17<01:06,  1.47it/s]

 90%|######### | 904/1000 [10:18<01:04,  1.48it/s]

 90%|######### | 905/1000 [10:18<01:03,  1.49it/s]

 91%|######### | 906/1000 [10:19<01:02,  1.50it/s]

 91%|######### | 907/1000 [10:20<01:01,  1.50it/s]

 91%|######### | 908/1000 [10:20<01:01,  1.50it/s]

 91%|######### | 909/1000 [10:21<01:00,  1.50it/s]

 91%|#########1| 910/1000 [10:22<00:59,  1.51it/s]
step: 910, output: 0

 91%|#########1| 911/1000 [10:22<01:05,  1.36it/s]

 91%|#########1| 912/1000 [10:23<00:59,  1.47it/s]

 91%|#########1| 913/1000 [10:24<00:59,  1.47it/s]

 91%|#########1| 914/1000 [10:24<00:58,  1.48it/s]

 92%|#########1| 915/1000 [10:25<00:57,  1.49it/s]

 92%|#########1| 916/1000 [10:26<00:56,  1.49it/s]

 92%|#########1| 917/1000 [10:26<00:55,  1.50it/s]

 92%|#########1| 918/1000 [10:27<00:54,  1.50it/s]

 92%|#########1| 919/1000 [10:28<00:53,  1.50it/s]

 92%|#########2| 920/1000 [10:28<00:53,  1.50it/s]
step: 920, output: 0

 92%|#########2| 921/1000 [10:29<00:57,  1.37it/s]

 92%|#########2| 922/1000 [10:30<00:53,  1.47it/s]

 92%|#########2| 923/1000 [10:31<00:52,  1.47it/s]

 92%|#########2| 924/1000 [10:31<00:51,  1.49it/s]

 92%|#########2| 925/1000 [10:32<00:50,  1.49it/s]

 93%|#########2| 926/1000 [10:32<00:49,  1.50it/s]

 93%|#########2| 927/1000 [10:33<00:48,  1.50it/s]

 93%|#########2| 928/1000 [10:34<00:47,  1.51it/s]

 93%|#########2| 929/1000 [10:34<00:47,  1.50it/s]

 93%|#########3| 930/1000 [10:35<00:46,  1.51it/s]
step: 930, output: 0

 93%|#########3| 931/1000 [10:36<00:50,  1.37it/s]

 93%|#########3| 932/1000 [10:37<00:46,  1.47it/s]

 93%|#########3| 933/1000 [10:37<00:45,  1.47it/s]

 93%|#########3| 934/1000 [10:38<00:44,  1.49it/s]

 94%|#########3| 935/1000 [10:39<00:43,  1.49it/s]

 94%|#########3| 936/1000 [10:39<00:42,  1.50it/s]

 94%|#########3| 937/1000 [10:40<00:41,  1.50it/s]

 94%|#########3| 938/1000 [10:41<00:41,  1.50it/s]

 94%|#########3| 939/1000 [10:41<00:40,  1.51it/s]

 94%|#########3| 940/1000 [10:42<00:39,  1.51it/s]
step: 940, output: 0

 94%|#########4| 941/1000 [10:43<00:43,  1.36it/s]

 94%|#########4| 942/1000 [10:43<00:39,  1.47it/s]

 94%|#########4| 943/1000 [10:44<00:38,  1.47it/s]

 94%|#########4| 944/1000 [10:45<00:37,  1.49it/s]

 94%|#########4| 945/1000 [10:45<00:36,  1.49it/s]

 95%|#########4| 946/1000 [10:46<00:36,  1.50it/s]

 95%|#########4| 947/1000 [10:47<00:35,  1.50it/s]

 95%|#########4| 948/1000 [10:47<00:34,  1.51it/s]

 95%|#########4| 949/1000 [10:48<00:33,  1.51it/s]

 95%|#########5| 950/1000 [10:49<00:33,  1.51it/s]
step: 950, output: 0

 95%|#########5| 951/1000 [10:50<00:36,  1.34it/s]

 95%|#########5| 952/1000 [10:50<00:33,  1.45it/s]

 95%|#########5| 953/1000 [10:51<00:32,  1.46it/s]

 95%|#########5| 954/1000 [10:51<00:31,  1.48it/s]

 96%|#########5| 955/1000 [10:52<00:30,  1.49it/s]

 96%|#########5| 956/1000 [10:53<00:29,  1.50it/s]

 96%|#########5| 957/1000 [10:53<00:28,  1.50it/s]

 96%|#########5| 958/1000 [10:54<00:27,  1.50it/s]

 96%|#########5| 959/1000 [10:55<00:27,  1.51it/s]

 96%|#########6| 960/1000 [10:55<00:26,  1.51it/s]
step: 960, output: 0

 96%|#########6| 961/1000 [10:56<00:29,  1.34it/s]

 96%|#########6| 962/1000 [10:57<00:26,  1.45it/s]

 96%|#########6| 963/1000 [10:58<00:25,  1.46it/s]

 96%|#########6| 964/1000 [10:58<00:24,  1.48it/s]

 96%|#########6| 965/1000 [10:59<00:23,  1.49it/s]

 97%|#########6| 966/1000 [11:00<00:22,  1.49it/s]

 97%|#########6| 967/1000 [11:00<00:22,  1.50it/s]

 97%|#########6| 968/1000 [11:01<00:21,  1.50it/s]

 97%|#########6| 969/1000 [11:02<00:20,  1.50it/s]

 97%|#########7| 970/1000 [11:02<00:19,  1.51it/s]
step: 970, output: 0

 97%|#########7| 971/1000 [11:03<00:21,  1.36it/s]

 97%|#########7| 972/1000 [11:04<00:19,  1.47it/s]

 97%|#########7| 973/1000 [11:04<00:18,  1.48it/s]

 97%|#########7| 974/1000 [11:05<00:17,  1.49it/s]

 98%|#########7| 975/1000 [11:06<00:16,  1.50it/s]

 98%|#########7| 976/1000 [11:06<00:16,  1.50it/s]

 98%|#########7| 977/1000 [11:07<00:15,  1.50it/s]

 98%|#########7| 978/1000 [11:08<00:14,  1.51it/s]

 98%|#########7| 979/1000 [11:08<00:13,  1.51it/s]

 98%|#########8| 980/1000 [11:09<00:13,  1.51it/s]
step: 980, output: 0

 98%|#########8| 981/1000 [11:10<00:13,  1.37it/s]

 98%|#########8| 982/1000 [11:10<00:12,  1.48it/s]

 98%|#########8| 983/1000 [11:11<00:11,  1.48it/s]

 98%|#########8| 984/1000 [11:12<00:10,  1.49it/s]

 98%|#########8| 985/1000 [11:12<00:10,  1.50it/s]

 99%|#########8| 986/1000 [11:13<00:09,  1.50it/s]

 99%|#########8| 987/1000 [11:14<00:08,  1.51it/s]

 99%|#########8| 988/1000 [11:14<00:07,  1.51it/s]

 99%|#########8| 989/1000 [11:15<00:07,  1.51it/s]

 99%|#########9| 990/1000 [11:16<00:06,  1.51it/s]
step: 990, output: 0

 99%|#########9| 991/1000 [11:17<00:06,  1.34it/s]

 99%|#########9| 992/1000 [11:17<00:05,  1.45it/s]

 99%|#########9| 993/1000 [11:18<00:04,  1.46it/s]

 99%|#########9| 994/1000 [11:19<00:04,  1.48it/s]

100%|#########9| 995/1000 [11:19<00:03,  1.49it/s]

100%|#########9| 996/1000 [11:20<00:02,  1.50it/s]

100%|#########9| 997/1000 [11:21<00:01,  1.51it/s]

100%|#########9| 998/1000 [11:21<00:01,  1.51it/s]

100%|#########9| 999/1000 [11:22<00:00,  1.52it/s]
Version Details
Version ID
403ba9cb3b1148b740c9e6d69fc17b7dcdb2b839cd1b1ffcb12ef696fc4f7b55
Version Created
March 12, 2022
Run on Replicate →