eval_rectified_noise.log

2026-03-21 22:02:32.539166: I tensorflow/core/util/util.cc:169] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2026-03-21 22:02:41.491400: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 AVX512F AVX512_VNNI FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2026-03-21 22:02:41.537659: E tensorflow/stream_executor/cuda/cuda_driver.cc:271] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected
2026-03-21 22:02:41.537754: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:169] retrieving CUDA diagnostic information for host: d700126ec97dc07d69688b0430c49a6a-taskrole1-0
2026-03-21 22:02:41.537783: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:176] hostname: d700126ec97dc07d69688b0430c49a6a-taskrole1-0
2026-03-21 22:02:41.537886: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:200] libcuda reported version is: NOT_FOUND: was unable to find libcuda.so DSO loaded into this program
2026-03-21 22:02:41.537937: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:204] kernel reported version is: 550.127.8
2026-03-21 22:02:42.074003: W tensorflow/core/framework/op_def_util.cc:371] Op BatchNormWithGlobalNormalization is deprecated. It will cease to work in GraphDef version 9. Use tf.nn.batch_normalization().
warming up TensorFlow...

  0%|          | 0/1 [00:00<?, ?it/s]2026-03-21 22:02:42.834103: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled

100%|██████████| 1/1 [00:01<00:00,  1.62s/it]
100%|██████████| 1/1 [00:01<00:00,  1.62s/it]
computing reference batch activations...

  0%|          | 0/211 [00:00<?, ?it/s]
  0%|          | 1/211 [00:02<07:45,  2.22s/it]
  1%|          | 2/211 [00:03<06:43,  1.93s/it]
  1%|▏         | 3/211 [00:05<06:24,  1.85s/it]
  2%|▏         | 4/211 [00:07<06:13,  1.80s/it]
  2%|▏         | 5/211 [00:09<06:03,  1.77s/it]
  3%|▎         | 6/211 [00:11<06:32,  1.92s/it]
  3%|▎         | 7/211 [00:13<06:38,  1.95s/it]
  4%|▍         | 8/211 [00:15<06:19,  1.87s/it]
  4%|▍         | 9/211 [00:16<06:08,  1.83s/it]
  5%|▍         | 10/211 [00:18<05:56,  1.78s/it]
  5%|▌         | 11/211 [00:20<05:47,  1.74s/it]
  6%|▌         | 12/211 [00:21<05:48,  1.75s/it]
  6%|▌         | 13/211 [00:23<05:57,  1.81s/it]
  7%|▋         | 14/211 [00:25<05:48,  1.77s/it]
  7%|▋         | 15/211 [00:27<05:53,  1.81s/it]
  8%|▊         | 16/211 [00:29<05:51,  1.80s/it]
  8%|▊         | 17/211 [00:30<05:46,  1.79s/it]
  9%|▊         | 18/211 [00:32<05:39,  1.76s/it]
  9%|▉         | 19/211 [00:34<05:46,  1.81s/it]
  9%|▉         | 20/211 [00:36<06:01,  1.89s/it]
 10%|▉         | 21/211 [00:38<05:48,  1.84s/it]
 10%|█         | 22/211 [00:40<05:53,  1.87s/it]
 11%|█         | 23/211 [00:42<05:58,  1.91s/it]
 11%|█▏        | 24/211 [00:44<05:49,  1.87s/it]
 12%|█▏        | 25/211 [00:45<05:30,  1.78s/it]
 12%|█▏        | 26/211 [00:47<05:33,  1.80s/it]
 13%|█▎        | 27/211 [00:49<05:29,  1.79s/it]
 13%|█▎        | 28/211 [00:50<05:13,  1.72s/it]
 14%|█▎        | 29/211 [00:52<05:24,  1.78s/it]
 14%|█▍        | 30/211 [00:54<05:30,  1.83s/it]
 15%|█▍        | 31/211 [00:56<05:47,  1.93s/it]
 15%|█▌        | 32/211 [00:58<05:52,  1.97s/it]
 16%|█▌        | 33/211 [01:00<05:34,  1.88s/it]
 16%|█▌        | 34/211 [01:02<05:21,  1.82s/it]
 17%|█▋        | 35/211 [01:03<05:11,  1.77s/it]
 17%|█▋        | 36/211 [01:05<05:05,  1.75s/it]
 18%|█▊        | 37/211 [01:07<04:54,  1.69s/it]
 18%|█▊        | 38/211 [01:08<04:45,  1.65s/it]
 18%|█▊        | 39/211 [01:10<04:39,  1.63s/it]
 19%|█▉        | 40/211 [01:11<04:35,  1.61s/it]
 19%|█▉        | 41/211 [01:13<04:35,  1.62s/it]
 20%|█▉        | 42/211 [01:15<04:46,  1.69s/it]
 20%|██        | 43/211 [01:16<04:39,  1.66s/it]
 21%|██        | 44/211 [01:18<04:36,  1.66s/it]
 21%|██▏       | 45/211 [01:20<04:37,  1.67s/it]
 22%|██▏       | 46/211 [01:22<05:08,  1.87s/it]
 22%|██▏       | 47/211 [01:24<04:51,  1.78s/it]
 23%|██▎       | 48/211 [01:25<04:38,  1.71s/it]
 23%|██▎       | 49/211 [01:27<04:29,  1.66s/it]
 24%|██▎       | 50/211 [01:29<04:47,  1.78s/it]
 24%|██▍       | 51/211 [01:31<04:43,  1.77s/it]
 25%|██▍       | 52/211 [01:32<04:40,  1.76s/it]
 25%|██▌       | 53/211 [01:34<04:32,  1.73s/it]
 26%|██▌       | 54/211 [01:36<04:42,  1.80s/it]
 26%|██▌       | 55/211 [01:38<04:45,  1.83s/it]
 27%|██▋       | 56/211 [01:39<04:34,  1.77s/it]
 27%|██▋       | 57/211 [01:41<04:40,  1.82s/it]
 27%|██▋       | 58/211 [01:43<04:32,  1.78s/it]
 28%|██▊       | 59/211 [01:45<04:27,  1.76s/it]
 28%|██▊       | 60/211 [01:47<04:37,  1.84s/it]
 29%|██▉       | 61/211 [01:49<04:29,  1.80s/it]
 29%|██▉       | 62/211 [01:50<04:22,  1.76s/it]
 30%|██▉       | 63/211 [01:52<04:28,  1.82s/it]
 30%|███       | 64/211 [01:54<04:21,  1.78s/it]
 31%|███       | 65/211 [01:56<04:24,  1.81s/it]
 31%|███▏      | 66/211 [01:57<04:18,  1.78s/it]
 32%|███▏      | 67/211 [01:59<04:14,  1.77s/it]
 32%|███▏      | 68/211 [02:01<04:04,  1.71s/it]
 33%|███▎      | 69/211 [02:02<03:55,  1.66s/it]
 33%|███▎      | 70/211 [02:04<03:49,  1.63s/it]
 34%|███▎      | 71/211 [02:06<04:06,  1.76s/it]
 34%|███▍      | 72/211 [02:08<04:03,  1.75s/it]
 35%|███▍      | 73/211 [02:09<03:53,  1.69s/it]
 35%|███▌      | 74/211 [02:11<03:54,  1.71s/it]
 36%|███▌      | 75/211 [02:13<03:59,  1.76s/it]
 36%|███▌      | 76/211 [02:15<03:54,  1.73s/it]
 36%|███▋      | 77/211 [02:16<03:44,  1.68s/it]
 37%|███▋      | 78/211 [02:18<03:38,  1.65s/it]
 37%|███▋      | 79/211 [02:19<03:36,  1.64s/it]
 38%|███▊      | 80/211 [02:21<03:31,  1.61s/it]
 38%|███▊      | 81/211 [02:22<03:26,  1.59s/it]
 39%|███▉      | 82/211 [02:24<03:23,  1.57s/it]
 39%|███▉      | 83/211 [02:26<03:23,  1.59s/it]
 40%|███▉      | 84/211 [02:28<03:55,  1.85s/it]
 40%|████      | 85/211 [02:30<03:42,  1.76s/it]
 41%|████      | 86/211 [02:32<03:52,  1.86s/it]
 41%|████      | 87/211 [02:34<03:57,  1.92s/it]
 42%|████▏     | 88/211 [02:35<03:42,  1.81s/it]
 42%|████▏     | 89/211 [02:37<03:39,  1.80s/it]
 43%|████▎     | 90/211 [02:39<03:33,  1.76s/it]
 43%|████▎     | 91/211 [02:40<03:26,  1.72s/it]
 44%|████▎     | 92/211 [02:42<03:28,  1.75s/it]
 44%|████▍     | 93/211 [02:44<03:22,  1.72s/it]
 45%|████▍     | 94/211 [02:45<03:19,  1.70s/it]
 45%|████▌     | 95/211 [02:47<03:12,  1.66s/it]
 45%|████▌     | 96/211 [02:49<03:07,  1.63s/it]
 46%|████▌     | 97/211 [02:50<03:04,  1.62s/it]
 46%|████▋     | 98/211 [02:52<03:23,  1.80s/it]
 47%|████▋     | 99/211 [02:54<03:14,  1.73s/it]
 47%|████▋     | 100/211 [02:56<03:18,  1.79s/it]
 48%|████▊     | 101/211 [02:58<03:41,  2.01s/it]
 48%|████▊     | 102/211 [03:00<03:33,  1.96s/it]
 49%|████▉     | 103/211 [03:02<03:19,  1.84s/it]
 49%|████▉     | 104/211 [03:03<03:07,  1.76s/it]
 50%|████▉     | 105/211 [03:05<02:59,  1.69s/it]
 50%|█████     | 106/211 [03:07<02:59,  1.71s/it]
 51%|█████     | 107/211 [03:09<03:02,  1.76s/it]
 51%|█████     | 108/211 [03:10<02:59,  1.74s/it]
 52%|█████▏    | 109/211 [03:12<03:03,  1.80s/it]
 52%|█████▏    | 110/211 [03:14<02:53,  1.72s/it]
 53%|█████▎    | 111/211 [03:16<02:59,  1.80s/it]
 53%|█████▎    | 112/211 [03:17<02:53,  1.75s/it]
 54%|█████▎    | 113/211 [03:19<02:49,  1.73s/it]
 54%|█████▍    | 114/211 [03:21<02:42,  1.67s/it]
 55%|█████▍    | 115/211 [03:22<02:36,  1.64s/it]
 55%|█████▍    | 116/211 [03:24<02:48,  1.77s/it]
 55%|█████▌    | 117/211 [03:26<02:41,  1.71s/it]
 56%|█████▌    | 118/211 [03:27<02:34,  1.66s/it]
 56%|█████▋    | 119/211 [03:29<02:29,  1.63s/it]
 57%|█████▋    | 120/211 [03:30<02:25,  1.60s/it]
 57%|█████▋    | 121/211 [03:32<02:23,  1.60s/it]
 58%|█████▊    | 122/211 [03:34<02:21,  1.59s/it]
 58%|█████▊    | 123/211 [03:35<02:28,  1.69s/it]
 59%|█████▉    | 124/211 [03:37<02:23,  1.65s/it]
 59%|█████▉    | 125/211 [03:39<02:42,  1.89s/it]
 60%|█████▉    | 126/211 [03:41<02:32,  1.80s/it]
 60%|██████    | 127/211 [03:43<02:28,  1.76s/it]
 61%|██████    | 128/211 [03:44<02:21,  1.70s/it]
 61%|██████    | 129/211 [03:46<02:16,  1.66s/it]
 62%|██████▏   | 130/211 [03:47<02:11,  1.63s/it]
 62%|██████▏   | 131/211 [03:49<02:19,  1.74s/it]
 63%|██████▎   | 132/211 [03:51<02:12,  1.68s/it]
 63%|██████▎   | 133/211 [03:52<02:07,  1.63s/it]
 64%|██████▎   | 134/211 [03:54<02:05,  1.63s/it]
 64%|██████▍   | 135/211 [03:56<02:02,  1.62s/it]
 64%|██████▍   | 136/211 [03:57<02:03,  1.65s/it]
 65%|██████▍   | 137/211 [03:59<02:00,  1.63s/it]
 65%|██████▌   | 138/211 [04:01<01:57,  1.62s/it]
 66%|██████▌   | 139/211 [04:02<01:57,  1.63s/it]
 66%|██████▋   | 140/211 [04:04<01:54,  1.61s/it]
 67%|██████▋   | 141/211 [04:05<01:51,  1.60s/it]
 67%|██████▋   | 142/211 [04:07<01:50,  1.61s/it]
 68%|██████▊   | 143/211 [04:09<01:48,  1.59s/it]
 68%|██████▊   | 144/211 [04:10<01:45,  1.58s/it]
 69%|██████▊   | 145/211 [04:12<01:43,  1.58s/it]
 69%|██████▉   | 146/211 [04:13<01:41,  1.57s/it]
 70%|██████▉   | 147/211 [04:15<01:44,  1.64s/it]
 70%|███████   | 148/211 [04:17<01:41,  1.61s/it]
 71%|███████   | 149/211 [04:18<01:42,  1.66s/it]
 71%|███████   | 150/211 [04:20<01:38,  1.62s/it]
 72%|███████▏  | 151/211 [04:21<01:35,  1.60s/it]
 72%|███████▏  | 152/211 [04:24<01:42,  1.74s/it]
 73%|███████▎  | 153/211 [04:25<01:40,  1.73s/it]
 73%|███████▎  | 154/211 [04:27<01:46,  1.87s/it]
 73%|███████▎  | 155/211 [04:29<01:41,  1.81s/it]
 74%|███████▍  | 156/211 [04:31<01:35,  1.73s/it]
 74%|███████▍  | 157/211 [04:32<01:30,  1.67s/it]
 75%|███████▍  | 158/211 [04:34<01:26,  1.64s/it]
 75%|███████▌  | 159/211 [04:35<01:24,  1.62s/it]
 76%|███████▌  | 160/211 [04:37<01:21,  1.60s/it]
 76%|███████▋  | 161/211 [04:39<01:23,  1.66s/it]
 77%|███████▋  | 162/211 [04:40<01:20,  1.63s/it]
 77%|███████▋  | 163/211 [04:42<01:17,  1.61s/it]
 78%|███████▊  | 164/211 [04:43<01:15,  1.60s/it]
 78%|███████▊  | 165/211 [04:45<01:12,  1.58s/it]
 79%|███████▊  | 166/211 [04:47<01:22,  1.83s/it]
 79%|███████▉  | 167/211 [04:49<01:18,  1.78s/it]
 80%|███████▉  | 168/211 [04:51<01:16,  1.78s/it]
 80%|████████  | 169/211 [04:52<01:11,  1.71s/it]
 81%|████████  | 170/211 [04:55<01:22,  2.00s/it]
 81%|████████  | 171/211 [04:57<01:17,  1.94s/it]
 82%|████████▏ | 172/211 [04:59<01:15,  1.93s/it]
 82%|████████▏ | 173/211 [05:00<01:10,  1.85s/it]
 82%|████████▏ | 174/211 [05:02<01:06,  1.81s/it]
 83%|████████▎ | 175/211 [05:04<01:06,  1.85s/it]
 83%|████████▎ | 176/211 [05:06<01:01,  1.76s/it]
 84%|████████▍ | 177/211 [05:07<00:57,  1.69s/it]
 84%|████████▍ | 178/211 [05:09<00:58,  1.78s/it]
 85%|████████▍ | 179/211 [05:11<00:59,  1.85s/it]
 85%|████████▌ | 180/211 [05:13<00:54,  1.76s/it]
 86%|████████▌ | 181/211 [05:15<00:54,  1.81s/it]
 86%|████████▋ | 182/211 [05:16<00:50,  1.73s/it]
 87%|████████▋ | 183/211 [05:18<00:47,  1.70s/it]
 87%|████████▋ | 184/211 [05:20<00:49,  1.85s/it]
 88%|████████▊ | 185/211 [05:22<00:46,  1.80s/it]
 88%|████████▊ | 186/211 [05:23<00:43,  1.73s/it]
 89%|████████▊ | 187/211 [05:25<00:40,  1.68s/it]
 89%|████████▉ | 188/211 [05:26<00:37,  1.64s/it]
 90%|████████▉ | 189/211 [05:28<00:35,  1.62s/it]
 90%|█████████ | 190/211 [05:29<00:33,  1.61s/it]
 91%|█████████ | 191/211 [05:31<00:32,  1.61s/it]
 91%|█████████ | 192/211 [05:33<00:30,  1.61s/it]
 91%|█████████▏| 193/211 [05:34<00:28,  1.59s/it]
 92%|█████████▏| 194/211 [05:36<00:27,  1.64s/it]
 92%|█████████▏| 195/211 [05:38<00:26,  1.65s/it]
 93%|█████████▎| 196/211 [05:40<00:25,  1.71s/it]
 93%|█████████▎| 197/211 [05:41<00:24,  1.75s/it]
 94%|█████████▍| 198/211 [05:43<00:22,  1.71s/it]
 94%|█████████▍| 199/211 [05:45<00:20,  1.70s/it]
 95%|█████████▍| 200/211 [05:46<00:18,  1.69s/it]
 95%|█████████▌| 201/211 [05:48<00:16,  1.65s/it]
 96%|█████████▌| 202/211 [05:49<00:14,  1.62s/it]
 96%|█████████▌| 203/211 [05:51<00:13,  1.73s/it]
 97%|█████████▋| 204/211 [05:53<00:11,  1.68s/it]
 97%|█████████▋| 205/211 [05:55<00:10,  1.69s/it]
 98%|█████████▊| 206/211 [05:56<00:08,  1.66s/it]
 98%|█████████▊| 207/211 [05:58<00:06,  1.63s/it]
 99%|█████████▊| 208/211 [05:59<00:04,  1.62s/it]
 99%|█████████▉| 209/211 [06:01<00:03,  1.60s/it]
100%|█████████▉| 210/211 [06:03<00:01,  1.59s/it]
100%|██████████| 211/211 [06:03<00:00,  1.14s/it]
100%|██████████| 211/211 [06:03<00:00,  1.72s/it]
computing/reading reference batch statistics...
computing sample batch activations...

  0%|          | 0/469 [00:00<?, ?it/s]
  0%|          | 1/469 [00:01<13:45,  1.76s/it]
  0%|          | 2/469 [00:03<13:52,  1.78s/it]
  1%|          | 3/469 [00:05<14:03,  1.81s/it]
  1%|          | 4/469 [00:07<13:45,  1.78s/it]
  1%|          | 5/469 [00:09<14:33,  1.88s/it]
  1%|▏         | 6/469 [00:11<14:33,  1.89s/it]
  1%|▏         | 7/469 [00:12<14:19,  1.86s/it]
  2%|▏         | 8/469 [00:14<13:54,  1.81s/it]
  2%|▏         | 9/469 [00:16<13:40,  1.78s/it]
  2%|▏         | 10/469 [00:18<13:33,  1.77s/it]
  2%|▏         | 11/469 [00:20<13:54,  1.82s/it]
  3%|▎         | 12/469 [00:21<13:42,  1.80s/it]
  3%|▎         | 13/469 [00:23<13:45,  1.81s/it]
  3%|▎         | 14/469 [00:25<14:13,  1.88s/it]
  3%|▎         | 15/469 [00:27<13:50,  1.83s/it]
  3%|▎         | 16/469 [00:29<13:27,  1.78s/it]
  4%|▎         | 17/469 [00:31<15:28,  2.05s/it]
  4%|▍         | 18/469 [00:33<14:51,  1.98s/it]
  4%|▍         | 19/469 [00:35<14:11,  1.89s/it]
  4%|▍         | 20/469 [00:36<13:41,  1.83s/it]
  4%|▍         | 21/469 [00:38<13:23,  1.79s/it]
  5%|▍         | 22/469 [00:40<13:02,  1.75s/it]
  5%|▍         | 23/469 [00:42<13:41,  1.84s/it]
  5%|▌         | 24/469 [00:43<13:11,  1.78s/it]
  5%|▌         | 25/469 [00:45<13:01,  1.76s/it]
  6%|▌         | 26/469 [00:47<12:45,  1.73s/it]
  6%|▌         | 27/469 [00:48<12:35,  1.71s/it]
  6%|▌         | 28/469 [00:50<12:55,  1.76s/it]
  6%|▌         | 29/469 [00:52<12:45,  1.74s/it]
  6%|▋         | 30/469 [00:55<15:01,  2.05s/it]
  7%|▋         | 31/469 [00:56<14:06,  1.93s/it]
  7%|▋         | 32/469 [00:58<13:43,  1.89s/it]
  7%|▋         | 33/469 [01:00<13:13,  1.82s/it]
  7%|▋         | 34/469 [01:02<12:44,  1.76s/it]
  7%|▋         | 35/469 [01:03<12:34,  1.74s/it]
  8%|▊         | 36/469 [01:05<12:23,  1.72s/it]
  8%|▊         | 37/469 [01:07<12:20,  1.72s/it]
  8%|▊         | 38/469 [01:08<12:41,  1.77s/it]
  8%|▊         | 39/469 [01:10<12:27,  1.74s/it]
  9%|▊         | 40/469 [01:12<12:27,  1.74s/it]
  9%|▊         | 41/469 [01:14<12:15,  1.72s/it]
  9%|▉         | 42/469 [01:15<12:07,  1.70s/it]
  9%|▉         | 43/469 [01:17<12:14,  1.72s/it]
  9%|▉         | 44/469 [01:19<12:22,  1.75s/it]
 10%|▉         | 45/469 [01:21<12:15,  1.74s/it]
 10%|▉         | 46/469 [01:22<12:04,  1.71s/it]
 10%|█         | 47/469 [01:24<12:13,  1.74s/it]
 10%|█         | 48/469 [01:26<12:15,  1.75s/it]
 10%|█         | 49/469 [01:27<12:12,  1.74s/it]
 11%|█         | 50/469 [01:29<12:03,  1.73s/it]
 11%|█         | 51/469 [01:31<12:19,  1.77s/it]
 11%|█         | 52/469 [01:33<12:06,  1.74s/it]
 11%|█▏        | 53/469 [01:34<12:10,  1.76s/it]
 12%|█▏        | 54/469 [01:36<11:57,  1.73s/it]
 12%|█▏        | 55/469 [01:38<11:52,  1.72s/it]
 12%|█▏        | 56/469 [01:40<12:02,  1.75s/it]
 12%|█▏        | 57/469 [01:42<12:10,  1.77s/it]
 12%|█▏        | 58/469 [01:43<12:04,  1.76s/it]
 13%|█▎        | 59/469 [01:45<11:50,  1.73s/it]
 13%|█▎        | 60/469 [01:47<12:05,  1.77s/it]
 13%|█▎        | 61/469 [01:49<12:37,  1.86s/it]
 13%|█▎        | 62/469 [01:51<12:47,  1.89s/it]
 13%|█▎        | 63/469 [01:52<12:13,  1.81s/it]
 14%|█▎        | 64/469 [01:54<11:54,  1.76s/it]
 14%|█▍        | 65/469 [01:56<12:03,  1.79s/it]
 14%|█▍        | 66/469 [01:58<12:11,  1.81s/it]
 14%|█▍        | 67/469 [01:59<11:50,  1.77s/it]
 14%|█▍        | 68/469 [02:01<12:04,  1.81s/it]
 15%|█▍        | 69/469 [02:03<12:19,  1.85s/it]
 15%|█▍        | 70/469 [02:05<11:51,  1.78s/it]
 15%|█▌        | 71/469 [02:07<11:32,  1.74s/it]
 15%|█▌        | 72/469 [02:08<11:28,  1.74s/it]
 16%|█▌        | 73/469 [02:10<11:33,  1.75s/it]
 16%|█▌        | 74/469 [02:12<11:36,  1.76s/it]
 16%|█▌        | 75/469 [02:14<11:41,  1.78s/it]
 16%|█▌        | 76/469 [02:15<11:33,  1.76s/it]
 16%|█▋        | 77/469 [02:17<11:24,  1.75s/it]
 17%|█▋        | 78/469 [02:19<11:09,  1.71s/it]
 17%|█▋        | 79/469 [02:20<11:01,  1.70s/it]
 17%|█▋        | 80/469 [02:22<11:06,  1.71s/it]
 17%|█▋        | 81/469 [02:24<11:01,  1.71s/it]
 17%|█▋        | 82/469 [02:26<10:53,  1.69s/it]
 18%|█▊        | 83/469 [02:27<11:06,  1.73s/it]
 18%|█▊        | 84/469 [02:29<11:15,  1.76s/it]
 18%|█▊        | 85/469 [02:31<11:49,  1.85s/it]
 18%|█▊        | 86/469 [02:33<11:43,  1.84s/it]
 19%|█▊        | 87/469 [02:35<11:32,  1.81s/it]
 19%|█▉        | 88/469 [02:37<11:23,  1.79s/it]
 19%|█▉        | 89/469 [02:38<11:07,  1.76s/it]
 19%|█▉        | 90/469 [02:40<11:02,  1.75s/it]
 19%|█▉        | 91/469 [02:42<10:54,  1.73s/it]
 20%|█▉        | 92/469 [02:43<10:46,  1.71s/it]
 20%|█▉        | 93/469 [02:45<10:38,  1.70s/it]
 20%|██        | 94/469 [02:47<10:52,  1.74s/it]
 20%|██        | 95/469 [02:48<10:36,  1.70s/it]
 20%|██        | 96/469 [02:50<10:59,  1.77s/it]
 21%|██        | 97/469 [02:52<10:45,  1.73s/it]
 21%|██        | 98/469 [02:54<11:34,  1.87s/it]
 21%|██        | 99/469 [02:56<11:28,  1.86s/it]
 21%|██▏       | 100/469 [02:58<11:21,  1.85s/it]
 22%|██▏       | 101/469 [03:00<11:17,  1.84s/it]
 22%|██▏       | 102/469 [03:01<11:02,  1.80s/it]
 22%|██▏       | 103/469 [03:03<10:40,  1.75s/it]
 22%|██▏       | 104/469 [03:05<10:23,  1.71s/it]
 22%|██▏       | 105/469 [03:06<10:33,  1.74s/it]
 23%|██▎       | 106/469 [03:08<10:30,  1.74s/it]
 23%|██▎       | 107/469 [03:10<10:38,  1.76s/it]
 23%|██▎       | 108/469 [03:12<10:23,  1.73s/it]
 23%|██▎       | 109/469 [03:14<10:40,  1.78s/it]
 23%|██▎       | 110/469 [03:15<10:45,  1.80s/it]
 24%|██▎       | 111/469 [03:17<11:14,  1.88s/it]
 24%|██▍       | 112/469 [03:19<10:51,  1.83s/it]
 24%|██▍       | 113/469 [03:21<10:33,  1.78s/it]
 24%|██▍       | 114/469 [03:22<10:21,  1.75s/it]
 25%|██▍       | 115/469 [03:24<10:14,  1.73s/it]
 25%|██▍       | 116/469 [03:26<10:09,  1.73s/it]
 25%|██▍       | 117/469 [03:28<10:37,  1.81s/it]
 25%|██▌       | 118/469 [03:30<10:46,  1.84s/it]
 25%|██▌       | 119/469 [03:32<10:44,  1.84s/it]
 26%|██▌       | 120/469 [03:33<10:22,  1.78s/it]
 26%|██▌       | 121/469 [03:35<10:13,  1.76s/it]
 26%|██▌       | 122/469 [03:37<10:26,  1.81s/it]
 26%|██▌       | 123/469 [03:39<10:13,  1.77s/it]
 26%|██▋       | 124/469 [03:40<10:00,  1.74s/it]
 27%|██▋       | 125/469 [03:42<09:54,  1.73s/it]
 27%|██▋       | 126/469 [03:44<09:49,  1.72s/it]
 27%|██▋       | 127/469 [03:45<09:52,  1.73s/it]
 27%|██▋       | 128/469 [03:47<09:51,  1.73s/it]
 28%|██▊       | 129/469 [03:49<09:39,  1.70s/it]
 28%|██▊       | 130/469 [03:51<09:35,  1.70s/it]
 28%|██▊       | 131/469 [03:52<09:23,  1.67s/it]
 28%|██▊       | 132/469 [03:54<09:23,  1.67s/it]
 28%|██▊       | 133/469 [03:55<09:21,  1.67s/it]
 29%|██▊       | 134/469 [03:57<09:27,  1.70s/it]
 29%|██▉       | 135/469 [03:59<09:31,  1.71s/it]
 29%|██▉       | 136/469 [04:01<09:30,  1.71s/it]
 29%|██▉       | 137/469 [04:02<09:21,  1.69s/it]
 29%|██▉       | 138/469 [04:04<09:19,  1.69s/it]
 30%|██▉       | 139/469 [04:06<09:15,  1.68s/it]
 30%|██▉       | 140/469 [04:07<09:23,  1.71s/it]
 30%|███       | 141/469 [04:10<09:59,  1.83s/it]
 30%|███       | 142/469 [04:11<09:50,  1.81s/it]
 30%|███       | 143/469 [04:13<09:58,  1.83s/it]
 31%|███       | 144/469 [04:15<09:51,  1.82s/it]
 31%|███       | 145/469 [04:17<09:47,  1.81s/it]
 31%|███       | 146/469 [04:19<09:38,  1.79s/it]
 31%|███▏      | 147/469 [04:20<09:34,  1.79s/it]
 32%|███▏      | 148/469 [04:22<09:25,  1.76s/it]
 32%|███▏      | 149/469 [04:24<09:56,  1.86s/it]
 32%|███▏      | 150/469 [04:26<09:33,  1.80s/it]
 32%|███▏      | 151/469 [04:28<10:15,  1.94s/it]
 32%|███▏      | 152/469 [04:30<09:59,  1.89s/it]
 33%|███▎      | 153/469 [04:32<09:40,  1.84s/it]
 33%|███▎      | 154/469 [04:33<09:23,  1.79s/it]
 33%|███▎      | 155/469 [04:35<09:29,  1.81s/it]
 33%|███▎      | 156/469 [04:37<09:42,  1.86s/it]
 33%|███▎      | 157/469 [04:39<09:22,  1.80s/it]
 34%|███▎      | 158/469 [04:40<09:12,  1.78s/it]
 34%|███▍      | 159/469 [04:42<09:13,  1.78s/it]
 34%|███▍      | 160/469 [04:44<08:58,  1.74s/it]
 34%|███▍      | 161/469 [04:47<11:13,  2.19s/it]
 35%|███▍      | 162/469 [04:49<10:50,  2.12s/it]
 35%|███▍      | 163/469 [04:51<10:13,  2.01s/it]
 35%|███▍      | 164/469 [04:53<09:49,  1.93s/it]
 35%|███▌      | 165/469 [04:55<10:03,  1.98s/it]
 35%|███▌      | 166/469 [04:56<09:31,  1.88s/it]
 36%|███▌      | 167/469 [04:58<09:12,  1.83s/it]
 36%|███▌      | 168/469 [05:00<08:58,  1.79s/it]
 36%|███▌      | 169/469 [05:01<08:47,  1.76s/it]
 36%|███▌      | 170/469 [05:03<08:59,  1.81s/it]
 36%|███▋      | 171/469 [05:05<08:48,  1.77s/it]
 37%|███▋      | 172/469 [05:07<08:48,  1.78s/it]
 37%|███▋      | 173/469 [05:08<08:39,  1.76s/it]
 37%|███▋      | 174/469 [05:10<08:49,  1.79s/it]
 37%|███▋      | 175/469 [05:12<08:36,  1.76s/it]
 38%|███▊      | 176/469 [05:14<08:29,  1.74s/it]
 38%|███▊      | 177/469 [05:15<08:25,  1.73s/it]
 38%|███▊      | 178/469 [05:17<08:34,  1.77s/it]
 38%|███▊      | 179/469 [05:19<08:25,  1.74s/it]
 38%|███▊      | 180/469 [05:21<08:16,  1.72s/it]
 39%|███▊      | 181/469 [05:23<08:29,  1.77s/it]
 39%|███▉      | 182/469 [05:24<08:27,  1.77s/it]
 39%|███▉      | 183/469 [05:26<08:23,  1.76s/it]
 39%|███▉      | 184/469 [05:28<08:14,  1.73s/it]
 39%|███▉      | 185/469 [05:29<08:13,  1.74s/it]
 40%|███▉      | 186/469 [05:31<08:10,  1.73s/it]
 40%|███▉      | 187/469 [05:33<08:13,  1.75s/it]
 40%|████      | 188/469 [05:35<08:05,  1.73s/it]
 40%|████      | 189/469 [05:36<08:06,  1.74s/it]
 41%|████      | 190/469 [05:38<08:04,  1.74s/it]
 41%|████      | 191/469 [05:40<08:03,  1.74s/it]
 41%|████      | 192/469 [05:42<07:57,  1.72s/it]
 41%|████      | 193/469 [05:43<08:09,  1.77s/it]
 41%|████▏     | 194/469 [05:45<08:01,  1.75s/it]
 42%|████▏     | 195/469 [05:47<07:57,  1.74s/it]
 42%|████▏     | 196/469 [05:49<08:27,  1.86s/it]
 42%|████▏     | 197/469 [05:51<08:13,  1.81s/it]
 42%|████▏     | 198/469 [05:53<08:08,  1.80s/it]
 42%|████▏     | 199/469 [05:54<08:10,  1.82s/it]
 43%|████▎     | 200/469 [05:56<07:56,  1.77s/it]
 43%|████▎     | 201/469 [05:58<07:50,  1.76s/it]
 43%|████▎     | 202/469 [05:59<07:40,  1.72s/it]
 43%|████▎     | 203/469 [06:01<07:31,  1.70s/it]
 43%|████▎     | 204/469 [06:03<07:30,  1.70s/it]
 44%|████▎     | 205/469 [06:04<07:27,  1.69s/it]
 44%|████▍     | 206/469 [06:08<09:31,  2.17s/it]
 44%|████▍     | 207/469 [06:10<09:06,  2.09s/it]
 44%|████▍     | 208/469 [06:11<08:32,  1.96s/it]
 45%|████▍     | 209/469 [06:13<08:07,  1.88s/it]
 45%|████▍     | 210/469 [06:15<07:52,  1.82s/it]
 45%|████▍     | 211/469 [06:16<07:38,  1.78s/it]
 45%|████▌     | 212/469 [06:18<07:29,  1.75s/it]
 45%|████▌     | 213/469 [06:20<07:23,  1.73s/it]
 46%|████▌     | 214/469 [06:22<07:31,  1.77s/it]
 46%|████▌     | 215/469 [06:23<07:29,  1.77s/it]
 46%|████▌     | 216/469 [06:25<07:24,  1.76s/it]
 46%|████▋     | 217/469 [06:27<07:18,  1.74s/it]
 46%|████▋     | 218/469 [06:28<07:11,  1.72s/it]
 47%|████▋     | 219/469 [06:30<07:10,  1.72s/it]
 47%|████▋     | 220/469 [06:32<07:11,  1.73s/it]
 47%|████▋     | 221/469 [06:34<07:24,  1.79s/it]
 47%|████▋     | 222/469 [06:36<07:15,  1.76s/it]
 48%|████▊     | 223/469 [06:37<07:22,  1.80s/it]
 48%|████▊     | 224/469 [06:39<07:12,  1.77s/it]
 48%|████▊     | 225/469 [06:41<07:28,  1.84s/it]
 48%|████▊     | 226/469 [06:43<07:26,  1.84s/it]
 48%|████▊     | 227/469 [06:45<07:13,  1.79s/it]
 49%|████▊     | 228/469 [06:47<07:40,  1.91s/it]
 49%|████▉     | 229/469 [06:49<07:33,  1.89s/it]
 49%|████▉     | 230/469 [06:50<07:21,  1.85s/it]
 49%|████▉     | 231/469 [06:52<07:30,  1.89s/it]
 49%|████▉     | 232/469 [06:54<07:30,  1.90s/it]
 50%|████▉     | 233/469 [06:56<07:14,  1.84s/it]
 50%|████▉     | 234/469 [06:58<07:18,  1.87s/it]
 50%|█████     | 235/469 [07:00<07:21,  1.89s/it]
 50%|█████     | 236/469 [07:02<07:37,  1.96s/it]
 51%|█████     | 237/469 [07:04<07:57,  2.06s/it]
 51%|█████     | 238/469 [07:06<07:52,  2.05s/it]
 51%|█████     | 239/469 [07:08<07:33,  1.97s/it]
 51%|█████     | 240/469 [07:10<07:23,  1.94s/it]
 51%|█████▏    | 241/469 [07:12<07:12,  1.90s/it]
 52%|█████▏    | 242/469 [07:13<06:57,  1.84s/it]
 52%|█████▏    | 243/469 [07:15<06:43,  1.78s/it]
 52%|█████▏    | 244/469 [07:17<06:36,  1.76s/it]
 52%|█████▏    | 245/469 [07:19<06:38,  1.78s/it]
 52%|█████▏    | 246/469 [07:21<06:48,  1.83s/it]
 53%|█████▎    | 247/469 [07:22<06:37,  1.79s/it]
 53%|█████▎    | 248/469 [07:24<06:30,  1.77s/it]
 53%|█████▎    | 249/469 [07:26<06:38,  1.81s/it]
 53%|█████▎    | 250/469 [07:28<06:39,  1.82s/it]
 54%|█████▎    | 251/469 [07:30<06:29,  1.79s/it]
 54%|█████▎    | 252/469 [07:31<06:21,  1.76s/it]
 54%|█████▍    | 253/469 [07:33<06:23,  1.77s/it]
 54%|█████▍    | 254/469 [07:35<06:16,  1.75s/it]
 54%|█████▍    | 255/469 [07:36<06:13,  1.75s/it]
 55%|█████▍    | 256/469 [07:38<06:09,  1.73s/it]
 55%|█████▍    | 257/469 [07:40<06:10,  1.75s/it]
 55%|█████▌    | 258/469 [07:42<06:10,  1.76s/it]
 55%|█████▌    | 259/469 [07:43<06:04,  1.74s/it]
 55%|█████▌    | 260/469 [07:46<07:20,  2.11s/it]
 56%|█████▌    | 261/469 [07:48<07:04,  2.04s/it]
 56%|█████▌    | 262/469 [07:50<06:49,  1.98s/it]
 56%|█████▌    | 263/469 [07:52<06:47,  1.98s/it]
 56%|█████▋    | 264/469 [07:54<06:39,  1.95s/it]
 57%|█████▋    | 265/469 [07:56<06:34,  1.93s/it]
 57%|█████▋    | 266/469 [07:58<06:18,  1.86s/it]
 57%|█████▋    | 267/469 [07:59<06:06,  1.81s/it]
 57%|█████▋    | 268/469 [08:01<06:00,  1.80s/it]
 57%|█████▋    | 269/469 [08:03<06:22,  1.91s/it]
 58%|█████▊    | 270/469 [08:05<06:19,  1.90s/it]
 58%|█████▊    | 271/469 [08:07<06:15,  1.90s/it]
 58%|█████▊    | 272/469 [08:09<06:02,  1.84s/it]
 58%|█████▊    | 273/469 [08:10<05:56,  1.82s/it]
 58%|█████▊    | 274/469 [08:12<05:47,  1.78s/it]
 59%|█████▊    | 275/469 [08:14<05:42,  1.77s/it]
 59%|█████▉    | 276/469 [08:16<05:35,  1.74s/it]
 59%|█████▉    | 277/469 [08:17<05:43,  1.79s/it]
 59%|█████▉    | 278/469 [08:19<05:35,  1.76s/it]
 59%|█████▉    | 279/469 [08:21<05:36,  1.77s/it]
 60%|█████▉    | 280/469 [08:23<05:29,  1.74s/it]
 60%|█████▉    | 281/469 [08:24<05:24,  1.73s/it]
 60%|██████    | 282/469 [08:26<05:19,  1.71s/it]
 60%|██████    | 283/469 [08:28<05:16,  1.70s/it]
 61%|██████    | 284/469 [08:29<05:18,  1.72s/it]
 61%|██████    | 285/469 [08:31<05:20,  1.74s/it]
 61%|██████    | 286/469 [08:33<05:18,  1.74s/it]
 61%|██████    | 287/469 [08:35<05:20,  1.76s/it]
 61%|██████▏   | 288/469 [08:36<05:16,  1.75s/it]
 62%|██████▏   | 289/469 [08:38<05:20,  1.78s/it]
 62%|██████▏   | 290/469 [08:40<05:13,  1.75s/it]
 62%|██████▏   | 291/469 [08:42<05:16,  1.78s/it]
 62%|██████▏   | 292/469 [08:44<05:15,  1.78s/it]
 62%|██████▏   | 293/469 [08:45<05:11,  1.77s/it]
 63%|██████▎   | 294/469 [08:47<05:14,  1.80s/it]
 63%|██████▎   | 295/469 [08:49<05:15,  1.81s/it]
 63%|██████▎   | 296/469 [08:51<05:18,  1.84s/it]
 63%|██████▎   | 297/469 [08:53<05:14,  1.83s/it]
 64%|██████▎   | 298/469 [08:54<05:06,  1.79s/it]
 64%|██████▍   | 299/469 [08:56<05:08,  1.81s/it]
 64%|██████▍   | 300/469 [08:58<04:58,  1.77s/it]
 64%|██████▍   | 301/469 [09:00<04:50,  1.73s/it]
 64%|██████▍   | 302/469 [09:01<04:46,  1.71s/it]
 65%|██████▍   | 303/469 [09:03<04:42,  1.70s/it]
 65%|██████▍   | 304/469 [09:05<04:51,  1.77s/it]
 65%|██████▌   | 305/469 [09:07<04:48,  1.76s/it]
 65%|██████▌   | 306/469 [09:09<05:05,  1.88s/it]
 65%|██████▌   | 307/469 [09:10<04:54,  1.82s/it]
 66%|██████▌   | 308/469 [09:12<04:51,  1.81s/it]
 66%|██████▌   | 309/469 [09:14<04:43,  1.77s/it]
 66%|██████▌   | 310/469 [09:16<04:37,  1.74s/it]
 66%|██████▋   | 311/469 [09:17<04:32,  1.73s/it]
 67%|██████▋   | 312/469 [09:19<04:28,  1.71s/it]
 67%|██████▋   | 313/469 [09:21<04:35,  1.77s/it]
 67%|██████▋   | 314/469 [09:23<04:31,  1.75s/it]
 67%|██████▋   | 315/469 [09:24<04:24,  1.72s/it]
 67%|██████▋   | 316/469 [09:26<04:22,  1.71s/it]
 68%|██████▊   | 317/469 [09:28<04:20,  1.71s/it]
 68%|██████▊   | 318/469 [09:29<04:23,  1.75s/it]
 68%|██████▊   | 319/469 [09:32<04:40,  1.87s/it]
 68%|██████▊   | 320/469 [09:33<04:33,  1.84s/it]
 68%|██████▊   | 321/469 [09:36<04:46,  1.94s/it]
 69%|██████▊   | 322/469 [09:37<04:37,  1.89s/it]
 69%|██████▉   | 323/469 [09:39<04:29,  1.84s/it]
 69%|██████▉   | 324/469 [09:41<04:21,  1.80s/it]
 69%|██████▉   | 325/469 [09:43<04:19,  1.80s/it]
 70%|██████▉   | 326/469 [09:44<04:13,  1.77s/it]
 70%|██████▉   | 327/469 [09:46<04:06,  1.74s/it]
 70%|██████▉   | 328/469 [09:48<04:29,  1.91s/it]
 70%|███████   | 329/469 [09:50<04:25,  1.89s/it]
 70%|███████   | 330/469 [09:52<04:19,  1.86s/it]
 71%|███████   | 331/469 [09:54<04:18,  1.87s/it]
 71%|███████   | 332/469 [09:56<04:10,  1.83s/it]
 71%|███████   | 333/469 [09:57<04:00,  1.77s/it]
 71%|███████   | 334/469 [09:59<03:56,  1.75s/it]
 71%|███████▏  | 335/469 [10:01<03:54,  1.75s/it]
 72%|███████▏  | 336/469 [10:02<03:48,  1.72s/it]
 72%|███████▏  | 337/469 [10:04<04:00,  1.82s/it]
 72%|███████▏  | 338/469 [10:06<03:51,  1.77s/it]
 72%|███████▏  | 339/469 [10:08<03:44,  1.72s/it]
 72%|███████▏  | 340/469 [10:09<03:44,  1.74s/it]
 73%|███████▎  | 341/469 [10:11<03:41,  1.73s/it]
 73%|███████▎  | 342/469 [10:13<03:37,  1.71s/it]
 73%|███████▎  | 343/469 [10:14<03:33,  1.69s/it]
 73%|███████▎  | 344/469 [10:16<03:34,  1.72s/it]
 74%|███████▎  | 345/469 [10:18<03:29,  1.69s/it]
 74%|███████▍  | 346/469 [10:20<03:37,  1.76s/it]
 74%|███████▍  | 347/469 [10:22<03:35,  1.77s/it]
 74%|███████▍  | 348/469 [10:23<03:32,  1.75s/it]
 74%|███████▍  | 349/469 [10:25<03:26,  1.72s/it]
 75%|███████▍  | 350/469 [10:27<03:23,  1.71s/it]
 75%|███████▍  | 351/469 [10:28<03:21,  1.71s/it]
 75%|███████▌  | 352/469 [10:30<03:20,  1.71s/it]
 75%|███████▌  | 353/469 [10:32<03:19,  1.72s/it]
 75%|███████▌  | 354/469 [10:33<03:15,  1.70s/it]
 76%|███████▌  | 355/469 [10:35<03:16,  1.72s/it]
 76%|███████▌  | 356/469 [10:37<03:15,  1.73s/it]
 76%|███████▌  | 357/469 [10:39<03:13,  1.73s/it]
 76%|███████▋  | 358/469 [10:40<03:12,  1.73s/it]
 77%|███████▋  | 359/469 [10:42<03:11,  1.74s/it]
 77%|███████▋  | 360/469 [10:44<03:08,  1.73s/it]
 77%|███████▋  | 361/469 [10:46<03:06,  1.73s/it]
 77%|███████▋  | 362/469 [10:47<03:03,  1.71s/it]
 77%|███████▋  | 363/469 [10:49<03:02,  1.72s/it]
 78%|███████▊  | 364/469 [10:51<02:58,  1.70s/it]
 78%|███████▊  | 365/469 [10:53<03:03,  1.77s/it]
 78%|███████▊  | 366/469 [10:54<02:58,  1.74s/it]
 78%|███████▊  | 367/469 [10:56<02:56,  1.73s/it]
 78%|███████▊  | 368/469 [10:58<02:59,  1.78s/it]
 79%|███████▊  | 369/469 [11:00<03:00,  1.80s/it]
 79%|███████▉  | 370/469 [11:01<02:54,  1.76s/it]
 79%|███████▉  | 371/469 [11:03<02:57,  1.81s/it]
 79%|███████▉  | 372/469 [11:05<02:50,  1.76s/it]
 80%|███████▉  | 373/469 [11:07<02:46,  1.73s/it]
 80%|███████▉  | 374/469 [11:08<02:42,  1.71s/it]
 80%|███████▉  | 375/469 [11:10<02:48,  1.79s/it]
 80%|████████  | 376/469 [11:12<02:45,  1.78s/it]
 80%|████████  | 377/469 [11:14<02:41,  1.76s/it]
 81%|████████  | 378/469 [11:15<02:37,  1.73s/it]
 81%|████████  | 379/469 [11:17<02:35,  1.73s/it]
 81%|████████  | 380/469 [11:19<02:32,  1.71s/it]
 81%|████████  | 381/469 [11:21<02:44,  1.87s/it]
 81%|████████▏ | 382/469 [11:23<02:41,  1.86s/it]
 82%|████████▏ | 383/469 [11:25<02:36,  1.82s/it]
 82%|████████▏ | 384/469 [11:26<02:29,  1.76s/it]
 82%|████████▏ | 385/469 [11:28<02:28,  1.76s/it]
 82%|████████▏ | 386/469 [11:30<02:24,  1.74s/it]
 83%|████████▎ | 387/469 [11:32<02:46,  2.03s/it]
 83%|████████▎ | 388/469 [11:34<02:37,  1.95s/it]
 83%|████████▎ | 389/469 [11:36<02:30,  1.88s/it]
 83%|████████▎ | 390/469 [11:38<02:26,  1.85s/it]
 83%|████████▎ | 391/469 [11:40<02:27,  1.90s/it]
 84%|████████▎ | 392/469 [11:41<02:21,  1.84s/it]
 84%|████████▍ | 393/469 [11:43<02:21,  1.86s/it]
 84%|████████▍ | 394/469 [11:45<02:18,  1.84s/it]
 84%|████████▍ | 395/469 [11:47<02:13,  1.80s/it]
 84%|████████▍ | 396/469 [11:48<02:08,  1.76s/it]
 85%|████████▍ | 397/469 [11:50<02:06,  1.76s/it]
 85%|████████▍ | 398/469 [11:52<02:14,  1.89s/it]
 85%|████████▌ | 399/469 [11:54<02:10,  1.86s/it]
 85%|████████▌ | 400/469 [11:56<02:04,  1.80s/it]
 86%|████████▌ | 401/469 [11:58<02:01,  1.79s/it]
 86%|████████▌ | 402/469 [11:59<01:57,  1.75s/it]
 86%|████████▌ | 403/469 [12:01<01:53,  1.73s/it]
 86%|████████▌ | 404/469 [12:03<01:54,  1.76s/it]
 86%|████████▋ | 405/469 [12:04<01:50,  1.73s/it]
 87%|████████▋ | 406/469 [12:06<01:50,  1.75s/it]
 87%|████████▋ | 407/469 [12:08<01:48,  1.75s/it]
 87%|████████▋ | 408/469 [12:10<01:47,  1.77s/it]
 87%|████████▋ | 409/469 [12:12<01:45,  1.76s/it]
 87%|████████▋ | 410/469 [12:13<01:47,  1.82s/it]
 88%|████████▊ | 411/469 [12:15<01:42,  1.77s/it]
 88%|████████▊ | 412/469 [12:17<01:46,  1.86s/it]
 88%|████████▊ | 413/469 [12:19<01:43,  1.84s/it]
 88%|████████▊ | 414/469 [12:21<01:38,  1.79s/it]
 88%|████████▊ | 415/469 [12:22<01:37,  1.80s/it]
 89%|████████▊ | 416/469 [12:24<01:33,  1.77s/it]
 89%|████████▉ | 417/469 [12:26<01:30,  1.74s/it]
 89%|████████▉ | 418/469 [12:40<04:33,  5.36s/it]
 89%|████████▉ | 419/469 [12:42<03:35,  4.30s/it]
 90%|████████▉ | 420/469 [12:43<02:52,  3.52s/it]
 90%|████████▉ | 421/469 [12:45<02:25,  3.03s/it]
 90%|████████▉ | 422/469 [12:47<02:03,  2.63s/it]
 90%|█████████ | 423/469 [12:48<01:47,  2.35s/it]
 90%|█████████ | 424/469 [12:50<01:38,  2.19s/it]
 91%|█████████ | 425/469 [12:52<01:33,  2.11s/it]
 91%|█████████ | 426/469 [12:54<01:27,  2.04s/it]
 91%|█████████ | 427/469 [12:56<01:21,  1.94s/it]
 91%|█████████▏| 428/469 [12:58<01:17,  1.88s/it]
 91%|█████████▏| 429/469 [12:59<01:15,  1.90s/it]
 92%|█████████▏| 430/469 [13:01<01:13,  1.88s/it]
 92%|█████████▏| 431/469 [13:03<01:09,  1.84s/it]
 92%|█████████▏| 432/469 [13:05<01:06,  1.81s/it]
 92%|█████████▏| 433/469 [13:07<01:04,  1.79s/it]
 93%|█████████▎| 434/469 [13:08<01:03,  1.82s/it]
 93%|█████████▎| 435/469 [13:10<01:01,  1.82s/it]
 93%|█████████▎| 436/469 [13:12<00:58,  1.76s/it]
 93%|█████████▎| 437/469 [13:14<00:55,  1.75s/it]
 93%|█████████▎| 438/469 [13:15<00:54,  1.74s/it]
 94%|█████████▎| 439/469 [13:17<00:52,  1.75s/it]
 94%|█████████▍| 440/469 [13:19<00:52,  1.80s/it]
 94%|█████████▍| 441/469 [13:21<00:49,  1.76s/it]
 94%|█████████▍| 442/469 [13:22<00:46,  1.73s/it]
 94%|█████████▍| 443/469 [13:24<00:44,  1.72s/it]
 95%|█████████▍| 444/469 [13:26<00:42,  1.71s/it]
 95%|█████████▍| 445/469 [13:28<00:41,  1.75s/it]
 95%|█████████▌| 446/469 [13:29<00:39,  1.73s/it]
 95%|█████████▌| 447/469 [13:31<00:37,  1.71s/it]
 96%|█████████▌| 448/469 [13:33<00:36,  1.74s/it]
 96%|█████████▌| 449/469 [13:34<00:34,  1.71s/it]
 96%|█████████▌| 450/469 [13:36<00:33,  1.78s/it]
 96%|█████████▌| 451/469 [13:38<00:31,  1.77s/it]
 96%|█████████▋| 452/469 [13:40<00:29,  1.76s/it]
 97%|█████████▋| 453/469 [13:42<00:28,  1.81s/it]
 97%|█████████▋| 454/469 [13:43<00:26,  1.76s/it]
 97%|█████████▋| 455/469 [13:45<00:24,  1.72s/it]
 97%|█████████▋| 456/469 [13:47<00:22,  1.70s/it]
 97%|█████████▋| 457/469 [13:48<00:20,  1.72s/it]
 98%|█████████▊| 458/469 [13:50<00:19,  1.76s/it]
 98%|█████████▊| 459/469 [13:52<00:17,  1.74s/it]
 98%|█████████▊| 460/469 [13:54<00:15,  1.73s/it]
 98%|█████████▊| 461/469 [13:55<00:14,  1.75s/it]
 99%|█████████▊| 462/469 [13:57<00:12,  1.76s/it]
 99%|█████████▊| 463/469 [13:59<00:10,  1.74s/it]
 99%|█████████▉| 464/469 [14:01<00:08,  1.71s/it]
 99%|█████████▉| 465/469 [14:02<00:06,  1.74s/it]
 99%|█████████▉| 466/469 [14:04<00:05,  1.73s/it]
100%|█████████▉| 467/469 [14:06<00:03,  1.69s/it]
100%|█████████▉| 468/469 [14:07<00:01,  1.67s/it]
100%|██████████| 469/469 [14:09<00:00,  1.61s/it]
100%|██████████| 469/469 [14:09<00:00,  1.81s/it]
computing/reading sample batch statistics...
Computing evaluations...
Inception Score: 37.82027053833008
FID: 21.123301627774026
sFID: 71.74332777051654
Precision: 0.6909666666666666
Recall: 0.3517072082124526