Running autoreject on ch_type=grad
0%| | Creating augmented epochs : 0/204 [00:00<?, ?it/s]
- 0%| | Creating augmented epochs : 1/204 [00:00<00:18, 11.07it/s]
- 1%| | Creating augmented epochs : 2/204 [00:00<00:21, 9.50it/s]
- 1%|▏ | Creating augmented epochs : 3/204 [00:00<00:21, 9.47it/s]
- 2%|▏ | Creating augmented epochs : 4/204 [00:00<00:21, 9.22it/s]
- 2%|▏ | Creating augmented epochs : 5/204 [00:00<00:21, 9.28it/s]
- 3%|▎ | Creating augmented epochs : 6/204 [00:00<00:22, 8.90it/s]
- 3%|▎ | Creating augmented epochs : 7/204 [00:00<00:23, 8.40it/s]
- 4%|▍ | Creating augmented epochs : 8/204 [00:00<00:23, 8.35it/s]
- 4%|▍ | Creating augmented epochs : 9/204 [00:01<00:23, 8.43it/s]
- 5%|▍ | Creating augmented epochs : 10/204 [00:01<00:23, 8.30it/s]
- 5%|▌ | Creating augmented epochs : 11/204 [00:01<00:23, 8.19it/s]
- 6%|▌ | Creating augmented epochs : 12/204 [00:01<00:24, 7.98it/s]
- 6%|▋ | Creating augmented epochs : 13/204 [00:01<00:24, 7.79it/s]
- 7%|▋ | Creating augmented epochs : 14/204 [00:01<00:24, 7.76it/s]
- 7%|▋ | Creating augmented epochs : 15/204 [00:01<00:24, 7.70it/s]
- 8%|▊ | Creating augmented epochs : 16/204 [00:02<00:24, 7.59it/s]
- 8%|▊ | Creating augmented epochs : 17/204 [00:02<00:24, 7.58it/s]
- 9%|▉ | Creating augmented epochs : 18/204 [00:02<00:24, 7.58it/s]
- 9%|▉ | Creating augmented epochs : 19/204 [00:02<00:24, 7.48it/s]
- 10%|▉ | Creating augmented epochs : 20/204 [00:02<00:24, 7.48it/s]
- 10%|█ | Creating augmented epochs : 21/204 [00:02<00:24, 7.56it/s]
- 11%|█ | Creating augmented epochs : 22/204 [00:02<00:23, 7.64it/s]
- 11%|█▏ | Creating augmented epochs : 23/204 [00:02<00:23, 7.70it/s]
- 12%|█▏ | Creating augmented epochs : 24/204 [00:03<00:23, 7.68it/s]
- 12%|█▏ | Creating augmented epochs : 25/204 [00:03<00:22, 7.78it/s]
- 13%|█▎ | Creating augmented epochs : 26/204 [00:03<00:23, 7.67it/s]
- 13%|█▎ | Creating augmented epochs : 27/204 [00:03<00:22, 7.72it/s]
- 14%|█▎ | Creating augmented epochs : 28/204 [00:03<00:22, 7.81it/s]
- 14%|█▍ | Creating augmented epochs : 29/204 [00:03<00:22, 7.77it/s]
- 15%|█▍ | Creating augmented epochs : 30/204 [00:03<00:22, 7.75it/s]
- 15%|█▌ | Creating augmented epochs : 31/204 [00:03<00:22, 7.75it/s]
- 16%|█▌ | Creating augmented epochs : 32/204 [00:04<00:22, 7.66it/s]
- 16%|█▌ | Creating augmented epochs : 33/204 [00:04<00:22, 7.65it/s]
- 17%|█▋ | Creating augmented epochs : 34/204 [00:04<00:22, 7.70it/s]
- 17%|█▋ | Creating augmented epochs : 35/204 [00:04<00:21, 7.75it/s]
- 18%|█▊ | Creating augmented epochs : 36/204 [00:04<00:21, 7.84it/s]
- 18%|█▊ | Creating augmented epochs : 37/204 [00:04<00:21, 7.82it/s]
- 19%|█▊ | Creating augmented epochs : 38/204 [00:04<00:21, 7.73it/s]
- 19%|█▉ | Creating augmented epochs : 39/204 [00:05<00:21, 7.65it/s]
- 20%|█▉ | Creating augmented epochs : 40/204 [00:05<00:21, 7.69it/s]
- 20%|██ | Creating augmented epochs : 41/204 [00:05<00:21, 7.75it/s]
- 21%|██ | Creating augmented epochs : 42/204 [00:05<00:21, 7.67it/s]
- 21%|██ | Creating augmented epochs : 43/204 [00:05<00:21, 7.60it/s]
- 22%|██▏ | Creating augmented epochs : 44/204 [00:05<00:21, 7.59it/s]
- 22%|██▏ | Creating augmented epochs : 45/204 [00:05<00:21, 7.57it/s]
- 23%|██▎ | Creating augmented epochs : 46/204 [00:06<00:21, 7.51it/s]
- 23%|██▎ | Creating augmented epochs : 47/204 [00:06<00:20, 7.51it/s]
- 24%|██▎ | Creating augmented epochs : 48/204 [00:06<00:20, 7.60it/s]
- 24%|██▍ | Creating augmented epochs : 49/204 [00:06<00:20, 7.68it/s]
- 25%|██▍ | Creating augmented epochs : 50/204 [00:06<00:20, 7.60it/s]
- 25%|██▌ | Creating augmented epochs : 51/204 [00:06<00:20, 7.54it/s]
- 25%|██▌ | Creating augmented epochs : 52/204 [00:06<00:20, 7.54it/s]
- 26%|██▌ | Creating augmented epochs : 53/204 [00:06<00:19, 7.59it/s]
- 26%|██▋ | Creating augmented epochs : 54/204 [00:07<00:19, 7.57it/s]
- 27%|██▋ | Creating augmented epochs : 55/204 [00:07<00:19, 7.52it/s]
- 27%|██▋ | Creating augmented epochs : 56/204 [00:07<00:19, 7.51it/s]
- 28%|██▊ | Creating augmented epochs : 57/204 [00:07<00:19, 7.51it/s]
- 28%|██▊ | Creating augmented epochs : 58/204 [00:07<00:19, 7.45it/s]
- 29%|██▉ | Creating augmented epochs : 59/204 [00:07<00:19, 7.40it/s]
- 29%|██▉ | Creating augmented epochs : 60/204 [00:07<00:19, 7.43it/s]
- 30%|██▉ | Creating augmented epochs : 61/204 [00:07<00:19, 7.50it/s]
- 30%|███ | Creating augmented epochs : 62/204 [00:08<00:18, 7.50it/s]
- 31%|███ | Creating augmented epochs : 63/204 [00:08<00:18, 7.50it/s]
- 31%|███▏ | Creating augmented epochs : 64/204 [00:08<00:18, 7.45it/s]
- 32%|███▏ | Creating augmented epochs : 65/204 [00:08<00:18, 7.49it/s]
- 32%|███▏ | Creating augmented epochs : 66/204 [00:08<00:18, 7.54it/s]
- 33%|███▎ | Creating augmented epochs : 67/204 [00:08<00:18, 7.49it/s]
- 33%|███▎ | Creating augmented epochs : 68/204 [00:08<00:18, 7.50it/s]
- 34%|███▍ | Creating augmented epochs : 69/204 [00:09<00:17, 7.55it/s]
- 34%|███▍ | Creating augmented epochs : 70/204 [00:09<00:17, 7.60it/s]
- 35%|███▍ | Creating augmented epochs : 71/204 [00:09<00:17, 7.54it/s]
- 35%|███▌ | Creating augmented epochs : 72/204 [00:09<00:17, 7.48it/s]
- 36%|███▌ | Creating augmented epochs : 73/204 [00:09<00:17, 7.48it/s]
- 36%|███▋ | Creating augmented epochs : 74/204 [00:09<00:17, 7.46it/s]
- 37%|███▋ | Creating augmented epochs : 75/204 [00:09<00:17, 7.42it/s]
- 37%|███▋ | Creating augmented epochs : 76/204 [00:10<00:17, 7.37it/s]
- 38%|███▊ | Creating augmented epochs : 77/204 [00:10<00:17, 7.38it/s]
- 38%|███▊ | Creating augmented epochs : 78/204 [00:10<00:16, 7.44it/s]
- 39%|███▊ | Creating augmented epochs : 79/204 [00:10<00:16, 7.48it/s]
- 39%|███▉ | Creating augmented epochs : 80/204 [00:10<00:16, 7.44it/s]
- 40%|███▉ | Creating augmented epochs : 81/204 [00:10<00:16, 7.48it/s]
- 40%|████ | Creating augmented epochs : 82/204 [00:10<00:16, 7.52it/s]
- 41%|████ | Creating augmented epochs : 83/204 [00:10<00:16, 7.47it/s]
- 41%|████ | Creating augmented epochs : 84/204 [00:11<00:16, 7.43it/s]
- 42%|████▏ | Creating augmented epochs : 85/204 [00:11<00:16, 7.44it/s]
- 42%|████▏ | Creating augmented epochs : 86/204 [00:11<00:15, 7.49it/s]
- 43%|████▎ | Creating augmented epochs : 87/204 [00:11<00:15, 7.55it/s]
- 43%|████▎ | Creating augmented epochs : 88/204 [00:11<00:15, 7.54it/s]
- 44%|████▎ | Creating augmented epochs : 89/204 [00:11<00:15, 7.49it/s]
- 44%|████▍ | Creating augmented epochs : 90/204 [00:11<00:15, 7.50it/s]
- 45%|████▍ | Creating augmented epochs : 91/204 [00:12<00:15, 7.50it/s]
- 45%|████▌ | Creating augmented epochs : 92/204 [00:12<00:15, 7.46it/s]
- 46%|████▌ | Creating augmented epochs : 93/204 [00:12<00:14, 7.46it/s]
- 46%|████▌ | Creating augmented epochs : 94/204 [00:12<00:14, 7.48it/s]
- 47%|████▋ | Creating augmented epochs : 95/204 [00:12<00:14, 7.43it/s]
- 47%|████▋ | Creating augmented epochs : 96/204 [00:12<00:14, 7.39it/s]
- 48%|████▊ | Creating augmented epochs : 97/204 [00:12<00:14, 7.35it/s]
- 48%|████▊ | Creating augmented epochs : 98/204 [00:13<00:14, 7.31it/s]
- 49%|████▊ | Creating augmented epochs : 99/204 [00:13<00:14, 7.28it/s]
- 49%|████▉ | Creating augmented epochs : 100/204 [00:13<00:14, 7.32it/s]
- 50%|████▉ | Creating augmented epochs : 101/204 [00:13<00:13, 7.36it/s]
- 50%|█████ | Creating augmented epochs : 102/204 [00:13<00:13, 7.32it/s]
- 50%|█████ | Creating augmented epochs : 103/204 [00:13<00:13, 7.28it/s]
- 51%|█████ | Creating augmented epochs : 104/204 [00:13<00:13, 7.25it/s]
- 51%|█████▏ | Creating augmented epochs : 105/204 [00:14<00:13, 7.22it/s]
- 52%|█████▏ | Creating augmented epochs : 106/204 [00:14<00:13, 7.19it/s]
- 52%|█████▏ | Creating augmented epochs : 107/204 [00:14<00:13, 7.21it/s]
- 53%|█████▎ | Creating augmented epochs : 108/204 [00:14<00:13, 7.31it/s]
- 53%|█████▎ | Creating augmented epochs : 109/204 [00:14<00:13, 7.31it/s]
- 54%|█████▍ | Creating augmented epochs : 110/204 [00:14<00:12, 7.34it/s]
- 54%|█████▍ | Creating augmented epochs : 111/204 [00:14<00:12, 7.37it/s]
- 55%|█████▍ | Creating augmented epochs : 112/204 [00:14<00:12, 7.33it/s]
- 55%|█████▌ | Creating augmented epochs : 113/204 [00:15<00:12, 7.38it/s]
- 56%|█████▌ | Creating augmented epochs : 114/204 [00:15<00:12, 7.39it/s]
- 56%|█████▋ | Creating augmented epochs : 115/204 [00:15<00:12, 7.41it/s]
- 57%|█████▋ | Creating augmented epochs : 116/204 [00:15<00:11, 7.50it/s]
- 57%|█████▋ | Creating augmented epochs : 117/204 [00:15<00:11, 7.49it/s]
- 58%|█████▊ | Creating augmented epochs : 118/204 [00:15<00:11, 7.44it/s]
- 58%|█████▊ | Creating augmented epochs : 119/204 [00:15<00:11, 7.45it/s]
- 59%|█████▉ | Creating augmented epochs : 120/204 [00:15<00:11, 7.54it/s]
- 59%|█████▉ | Creating augmented epochs : 121/204 [00:16<00:10, 7.55it/s]
- 60%|█████▉ | Creating augmented epochs : 122/204 [00:16<00:10, 7.61it/s]
- 60%|██████ | Creating augmented epochs : 123/204 [00:16<00:10, 7.61it/s]
- 61%|██████ | Creating augmented epochs : 124/204 [00:16<00:10, 7.69it/s]
- 61%|██████▏ | Creating augmented epochs : 125/204 [00:16<00:10, 7.64it/s]
- 62%|██████▏ | Creating augmented epochs : 126/204 [00:16<00:10, 7.58it/s]
- 62%|██████▏ | Creating augmented epochs : 127/204 [00:16<00:10, 7.62it/s]
- 63%|██████▎ | Creating augmented epochs : 128/204 [00:16<00:09, 7.70it/s]
- 63%|██████▎ | Creating augmented epochs : 129/204 [00:17<00:09, 7.77it/s]
- 64%|██████▎ | Creating augmented epochs : 130/204 [00:17<00:09, 7.70it/s]
- 64%|██████▍ | Creating augmented epochs : 131/204 [00:17<00:09, 7.64it/s]
- 65%|██████▍ | Creating augmented epochs : 132/204 [00:17<00:09, 7.64it/s]
- 65%|██████▌ | Creating augmented epochs : 133/204 [00:17<00:09, 7.72it/s]
- 66%|██████▌ | Creating augmented epochs : 134/204 [00:17<00:09, 7.66it/s]
- 66%|██████▌ | Creating augmented epochs : 135/204 [00:17<00:09, 7.60it/s]
- 67%|██████▋ | Creating augmented epochs : 136/204 [00:18<00:08, 7.60it/s]
- 67%|██████▋ | Creating augmented epochs : 137/204 [00:18<00:08, 7.68it/s]
- 68%|██████▊ | Creating augmented epochs : 138/204 [00:18<00:08, 7.63it/s]
- 68%|██████▊ | Creating augmented epochs : 139/204 [00:18<00:08, 7.57it/s]
- 69%|██████▊ | Creating augmented epochs : 140/204 [00:18<00:08, 7.52it/s]
- 69%|██████▉ | Creating augmented epochs : 141/204 [00:18<00:08, 7.52it/s]
- 70%|██████▉ | Creating augmented epochs : 142/204 [00:18<00:08, 7.60it/s]
- 70%|███████ | Creating augmented epochs : 143/204 [00:18<00:08, 7.60it/s]
- 71%|███████ | Creating augmented epochs : 144/204 [00:19<00:07, 7.68it/s]
- 71%|███████ | Creating augmented epochs : 145/204 [00:19<00:07, 7.65it/s]
- 72%|███████▏ | Creating augmented epochs : 146/204 [00:19<00:07, 7.59it/s]
- 72%|███████▏ | Creating augmented epochs : 147/204 [00:19<00:07, 7.59it/s]
- 73%|███████▎ | Creating augmented epochs : 148/204 [00:19<00:07, 7.67it/s]
- 73%|███████▎ | Creating augmented epochs : 149/204 [00:19<00:07, 7.74it/s]
- 74%|███████▎ | Creating augmented epochs : 150/204 [00:19<00:07, 7.67it/s]
- 74%|███████▍ | Creating augmented epochs : 151/204 [00:19<00:06, 7.61it/s]
- 75%|███████▍ | Creating augmented epochs : 152/204 [00:20<00:06, 7.65it/s]
- 75%|███████▌ | Creating augmented epochs : 153/204 [00:20<00:06, 7.70it/s]
- 75%|███████▌ | Creating augmented epochs : 154/204 [00:20<00:06, 7.70it/s]
- 76%|███████▌ | Creating augmented epochs : 155/204 [00:20<00:06, 7.78it/s]
- 76%|███████▋ | Creating augmented epochs : 156/204 [00:20<00:06, 7.77it/s]
- 77%|███████▋ | Creating augmented epochs : 157/204 [00:20<00:05, 7.85it/s]
- 77%|███████▋ | Creating augmented epochs : 158/204 [00:20<00:05, 7.90it/s]
- 78%|███████▊ | Creating augmented epochs : 159/204 [00:20<00:05, 7.82it/s]
- 78%|███████▊ | Creating augmented epochs : 160/204 [00:21<00:05, 7.81it/s]
- 79%|███████▉ | Creating augmented epochs : 161/204 [00:21<00:05, 7.89it/s]
- 79%|███████▉ | Creating augmented epochs : 162/204 [00:21<00:05, 7.81it/s]
- 80%|███████▉ | Creating augmented epochs : 163/204 [00:21<00:05, 7.75it/s]
- 80%|████████ | Creating augmented epochs : 164/204 [00:21<00:05, 7.77it/s]
- 81%|████████ | Creating augmented epochs : 165/204 [00:21<00:04, 7.84it/s]
- 81%|████████▏ | Creating augmented epochs : 166/204 [00:21<00:04, 7.91it/s]
- 82%|████████▏ | Creating augmented epochs : 167/204 [00:21<00:04, 7.82it/s]
- 82%|████████▏ | Creating augmented epochs : 168/204 [00:22<00:04, 7.75it/s]
- 83%|████████▎ | Creating augmented epochs : 169/204 [00:22<00:04, 7.75it/s]
- 83%|████████▎ | Creating augmented epochs : 170/204 [00:22<00:04, 7.82it/s]
- 84%|████████▍ | Creating augmented epochs : 171/204 [00:22<00:04, 7.76it/s]
- 84%|████████▍ | Creating augmented epochs : 172/204 [00:22<00:04, 7.70it/s]
- 85%|████████▍ | Creating augmented epochs : 173/204 [00:22<00:04, 7.69it/s]
- 85%|████████▌ | Creating augmented epochs : 174/204 [00:22<00:03, 7.77it/s]
- 86%|████████▌ | Creating augmented epochs : 175/204 [00:22<00:03, 7.84it/s]
- 86%|████████▋ | Creating augmented epochs : 176/204 [00:23<00:03, 7.82it/s]
- 87%|████████▋ | Creating augmented epochs : 177/204 [00:23<00:03, 7.90it/s]
- 87%|████████▋ | Creating augmented epochs : 178/204 [00:23<00:03, 7.84it/s]
- 88%|████████▊ | Creating augmented epochs : 179/204 [00:23<00:03, 7.83it/s]
- 88%|████████▊ | Creating augmented epochs : 180/204 [00:23<00:03, 7.91it/s]
- 89%|████████▊ | Creating augmented epochs : 181/204 [00:23<00:02, 7.84it/s]
- 89%|████████▉ | Creating augmented epochs : 182/204 [00:23<00:02, 7.77it/s]
- 90%|████████▉ | Creating augmented epochs : 183/204 [00:24<00:02, 7.70it/s]
- 90%|█████████ | Creating augmented epochs : 184/204 [00:24<00:02, 7.70it/s]
- 91%|█████████ | Creating augmented epochs : 185/204 [00:24<00:02, 7.77it/s]
- 91%|█████████ | Creating augmented epochs : 186/204 [00:24<00:02, 7.77it/s]
- 92%|█████████▏| Creating augmented epochs : 187/204 [00:24<00:02, 7.84it/s]
- 92%|█████████▏| Creating augmented epochs : 188/204 [00:24<00:02, 7.81it/s]
- 93%|█████████▎| Creating augmented epochs : 189/204 [00:24<00:01, 7.74it/s]
- 93%|█████████▎| Creating augmented epochs : 190/204 [00:24<00:01, 7.73it/s]
- 94%|█████████▎| Creating augmented epochs : 191/204 [00:25<00:01, 7.81it/s]
- 94%|█████████▍| Creating augmented epochs : 192/204 [00:25<00:01, 7.78it/s]
- 95%|█████████▍| Creating augmented epochs : 193/204 [00:25<00:01, 7.72it/s]
- 95%|█████████▌| Creating augmented epochs : 194/204 [00:25<00:01, 7.71it/s]
- 96%|█████████▌| Creating augmented epochs : 195/204 [00:25<00:01, 7.79it/s]
- 96%|█████████▌| Creating augmented epochs : 196/204 [00:25<00:01, 7.79it/s]
- 97%|█████████▋| Creating augmented epochs : 197/204 [00:25<00:00, 7.87it/s]
- 97%|█████████▋| Creating augmented epochs : 198/204 [00:25<00:00, 7.94it/s]
- 98%|█████████▊| Creating augmented epochs : 199/204 [00:26<00:00, 7.86it/s]
- 98%|█████████▊| Creating augmented epochs : 200/204 [00:26<00:00, 7.79it/s]
- 99%|█████████▊| Creating augmented epochs : 201/204 [00:26<00:00, 7.82it/s]
- 99%|█████████▉| Creating augmented epochs : 202/204 [00:26<00:00, 7.84it/s]
-100%|█████████▉| Creating augmented epochs : 203/204 [00:26<00:00, 7.77it/s]
-100%|██████████| Creating augmented epochs : 204/204 [00:26<00:00, 7.70it/s]
-100%|██████████| Creating augmented epochs : 204/204 [00:26<00:00, 7.63it/s]
+ 0%| | Creating augmented epochs : 1/204 [00:00<00:19, 10.23it/s]
+ 1%| | Creating augmented epochs : 2/204 [00:00<00:24, 8.17it/s]
+ 1%|▏ | Creating augmented epochs : 3/204 [00:00<00:26, 7.65it/s]
+ 2%|▏ | Creating augmented epochs : 4/204 [00:00<00:27, 7.32it/s]
+ 2%|▏ | Creating augmented epochs : 5/204 [00:00<00:29, 6.84it/s]
+ 3%|▎ | Creating augmented epochs : 6/204 [00:00<00:31, 6.35it/s]
+ 3%|▎ | Creating augmented epochs : 7/204 [00:01<00:32, 6.05it/s]
+ 4%|▍ | Creating augmented epochs : 8/204 [00:01<00:33, 5.84it/s]
+ 4%|▍ | Creating augmented epochs : 9/204 [00:01<00:33, 5.83it/s]
+ 5%|▍ | Creating augmented epochs : 10/204 [00:01<00:32, 5.94it/s]
+ 5%|▌ | Creating augmented epochs : 11/204 [00:01<00:32, 5.89it/s]
+ 6%|▌ | Creating augmented epochs : 12/204 [00:02<00:33, 5.76it/s]
+ 6%|▋ | Creating augmented epochs : 13/204 [00:02<00:33, 5.74it/s]
+ 7%|▋ | Creating augmented epochs : 14/204 [00:02<00:32, 5.80it/s]
+ 7%|▋ | Creating augmented epochs : 15/204 [00:02<00:32, 5.73it/s]
+ 8%|▊ | Creating augmented epochs : 16/204 [00:02<00:32, 5.74it/s]
+ 8%|▊ | Creating augmented epochs : 17/204 [00:02<00:32, 5.82it/s]
+ 9%|▉ | Creating augmented epochs : 18/204 [00:03<00:32, 5.79it/s]
+ 9%|▉ | Creating augmented epochs : 19/204 [00:03<00:32, 5.74it/s]
+ 10%|▉ | Creating augmented epochs : 20/204 [00:03<00:32, 5.72it/s]
+ 10%|█ | Creating augmented epochs : 21/204 [00:03<00:32, 5.65it/s]
+ 11%|█ | Creating augmented epochs : 22/204 [00:03<00:31, 5.69it/s]
+ 11%|█▏ | Creating augmented epochs : 23/204 [00:03<00:31, 5.76it/s]
+ 12%|█▏ | Creating augmented epochs : 24/204 [00:04<00:31, 5.73it/s]
+ 12%|█▏ | Creating augmented epochs : 25/204 [00:04<00:31, 5.66it/s]
+ 13%|█▎ | Creating augmented epochs : 26/204 [00:04<00:31, 5.59it/s]
+ 13%|█▎ | Creating augmented epochs : 27/204 [00:04<00:31, 5.53it/s]
+ 14%|█▎ | Creating augmented epochs : 28/204 [00:04<00:32, 5.48it/s]
+ 14%|█▍ | Creating augmented epochs : 29/204 [00:05<00:32, 5.44it/s]
+ 15%|█▍ | Creating augmented epochs : 30/204 [00:05<00:32, 5.39it/s]
+ 15%|█▌ | Creating augmented epochs : 31/204 [00:05<00:32, 5.36it/s]
+ 16%|█▌ | Creating augmented epochs : 32/204 [00:05<00:31, 5.38it/s]
+ 16%|█▌ | Creating augmented epochs : 33/204 [00:05<00:31, 5.45it/s]
+ 17%|█▋ | Creating augmented epochs : 34/204 [00:06<00:31, 5.45it/s]
+ 17%|█▋ | Creating augmented epochs : 35/204 [00:06<00:31, 5.41it/s]
+ 18%|█▊ | Creating augmented epochs : 36/204 [00:06<00:30, 5.46it/s]
+ 18%|█▊ | Creating augmented epochs : 37/204 [00:06<00:30, 5.52it/s]
+ 19%|█▊ | Creating augmented epochs : 38/204 [00:06<00:30, 5.51it/s]
+ 19%|█▉ | Creating augmented epochs : 39/204 [00:06<00:29, 5.52it/s]
+ 20%|█▉ | Creating augmented epochs : 40/204 [00:07<00:29, 5.58it/s]
+ 20%|██ | Creating augmented epochs : 41/204 [00:07<00:29, 5.58it/s]
+ 21%|██ | Creating augmented epochs : 42/204 [00:07<00:29, 5.54it/s]
+ 21%|██ | Creating augmented epochs : 43/204 [00:07<00:28, 5.59it/s]
+ 22%|██▏ | Creating augmented epochs : 44/204 [00:07<00:28, 5.63it/s]
+ 22%|██▏ | Creating augmented epochs : 45/204 [00:07<00:28, 5.67it/s]
+ 23%|██▎ | Creating augmented epochs : 46/204 [00:08<00:27, 5.73it/s]
+ 23%|██▎ | Creating augmented epochs : 47/204 [00:08<00:27, 5.71it/s]
+ 24%|██▎ | Creating augmented epochs : 48/204 [00:08<00:27, 5.72it/s]
+ 24%|██▍ | Creating augmented epochs : 49/204 [00:08<00:26, 5.77it/s]
+ 25%|██▍ | Creating augmented epochs : 50/204 [00:08<00:26, 5.75it/s]
+ 25%|██▌ | Creating augmented epochs : 51/204 [00:08<00:26, 5.69it/s]
+ 25%|██▌ | Creating augmented epochs : 52/204 [00:09<00:26, 5.64it/s]
+ 26%|██▌ | Creating augmented epochs : 53/204 [00:09<00:26, 5.59it/s]
+ 26%|██▋ | Creating augmented epochs : 54/204 [00:09<00:26, 5.60it/s]
+ 27%|██▋ | Creating augmented epochs : 55/204 [00:09<00:26, 5.66it/s]
+ 27%|██▋ | Creating augmented epochs : 56/204 [00:09<00:26, 5.65it/s]
+ 28%|██▊ | Creating augmented epochs : 57/204 [00:10<00:26, 5.62it/s]
+ 28%|██▊ | Creating augmented epochs : 58/204 [00:10<00:25, 5.67it/s]
+ 29%|██▉ | Creating augmented epochs : 59/204 [00:10<00:25, 5.65it/s]
+ 29%|██▉ | Creating augmented epochs : 60/204 [00:10<00:25, 5.60it/s]
+ 30%|██▉ | Creating augmented epochs : 61/204 [00:10<00:25, 5.65it/s]
+ 30%|███ | Creating augmented epochs : 62/204 [00:10<00:25, 5.67it/s]
+ 31%|███ | Creating augmented epochs : 63/204 [00:11<00:24, 5.72it/s]
+ 31%|███▏ | Creating augmented epochs : 64/204 [00:11<00:24, 5.70it/s]
+ 32%|███▏ | Creating augmented epochs : 65/204 [00:11<00:24, 5.71it/s]
+ 32%|███▏ | Creating augmented epochs : 66/204 [00:11<00:23, 5.76it/s]
+ 33%|███▎ | Creating augmented epochs : 67/204 [00:11<00:23, 5.74it/s]
+ 33%|███▎ | Creating augmented epochs : 68/204 [00:11<00:23, 5.74it/s]
+ 34%|███▍ | Creating augmented epochs : 69/204 [00:12<00:23, 5.79it/s]
+ 34%|███▍ | Creating augmented epochs : 70/204 [00:12<00:23, 5.77it/s]
+ 35%|███▍ | Creating augmented epochs : 71/204 [00:12<00:23, 5.74it/s]
+ 35%|███▌ | Creating augmented epochs : 72/204 [00:12<00:22, 5.79it/s]
+ 36%|███▌ | Creating augmented epochs : 73/204 [00:12<00:22, 5.77it/s]
+ 36%|███▋ | Creating augmented epochs : 74/204 [00:13<00:22, 5.72it/s]
+ 37%|███▋ | Creating augmented epochs : 75/204 [00:13<00:22, 5.72it/s]
+ 37%|███▋ | Creating augmented epochs : 76/204 [00:13<00:22, 5.77it/s]
+ 38%|███▊ | Creating augmented epochs : 77/204 [00:13<00:21, 5.82it/s]
+ 38%|███▊ | Creating augmented epochs : 78/204 [00:13<00:21, 5.86it/s]
+ 39%|███▊ | Creating augmented epochs : 79/204 [00:13<00:21, 5.90it/s]
+ 39%|███▉ | Creating augmented epochs : 80/204 [00:13<00:21, 5.87it/s]
+ 40%|███▉ | Creating augmented epochs : 81/204 [00:14<00:21, 5.80it/s]
+ 40%|████ | Creating augmented epochs : 82/204 [00:14<00:21, 5.75it/s]
+ 41%|████ | Creating augmented epochs : 83/204 [00:14<00:21, 5.75it/s]
+ 41%|████ | Creating augmented epochs : 84/204 [00:14<00:20, 5.80it/s]
+ 42%|████▏ | Creating augmented epochs : 85/204 [00:14<00:20, 5.85it/s]
+ 42%|████▏ | Creating augmented epochs : 86/204 [00:15<00:20, 5.83it/s]
+ 43%|████▎ | Creating augmented epochs : 87/204 [00:15<00:20, 5.77it/s]
+ 43%|████▎ | Creating augmented epochs : 88/204 [00:15<00:20, 5.78it/s]
+ 44%|████▎ | Creating augmented epochs : 89/204 [00:15<00:19, 5.83it/s]
+ 44%|████▍ | Creating augmented epochs : 90/204 [00:15<00:19, 5.80it/s]
+ 45%|████▍ | Creating augmented epochs : 91/204 [00:15<00:19, 5.74it/s]
+ 45%|████▌ | Creating augmented epochs : 92/204 [00:16<00:19, 5.78it/s]
+ 46%|████▌ | Creating augmented epochs : 93/204 [00:16<00:19, 5.77it/s]
+ 46%|████▌ | Creating augmented epochs : 94/204 [00:16<00:19, 5.72it/s]
+ 47%|████▋ | Creating augmented epochs : 95/204 [00:16<00:18, 5.76it/s]
+ 47%|████▋ | Creating augmented epochs : 96/204 [00:16<00:18, 5.79it/s]
+ 48%|████▊ | Creating augmented epochs : 97/204 [00:16<00:18, 5.76it/s]
+ 48%|████▊ | Creating augmented epochs : 98/204 [00:17<00:18, 5.70it/s]
+ 49%|████▊ | Creating augmented epochs : 99/204 [00:17<00:18, 5.71it/s]
+ 49%|████▉ | Creating augmented epochs : 100/204 [00:17<00:18, 5.75it/s]
+ 50%|████▉ | Creating augmented epochs : 101/204 [00:17<00:17, 5.74it/s]
+ 50%|█████ | Creating augmented epochs : 102/204 [00:17<00:17, 5.69it/s]
+ 50%|█████ | Creating augmented epochs : 103/204 [00:18<00:17, 5.69it/s]
+ 51%|█████ | Creating augmented epochs : 104/204 [00:18<00:17, 5.74it/s]
+ 51%|█████▏ | Creating augmented epochs : 105/204 [00:18<00:17, 5.72it/s]
+ 52%|█████▏ | Creating augmented epochs : 106/204 [00:18<00:17, 5.67it/s]
+ 52%|█████▏ | Creating augmented epochs : 107/204 [00:18<00:17, 5.68it/s]
+ 53%|█████▎ | Creating augmented epochs : 108/204 [00:18<00:16, 5.73it/s]
+ 53%|█████▎ | Creating augmented epochs : 109/204 [00:19<00:16, 5.71it/s]
+ 54%|█████▍ | Creating augmented epochs : 110/204 [00:19<00:16, 5.66it/s]
+ 54%|█████▍ | Creating augmented epochs : 111/204 [00:19<00:16, 5.67it/s]
+ 55%|█████▍ | Creating augmented epochs : 112/204 [00:19<00:16, 5.71it/s]
+ 55%|█████▌ | Creating augmented epochs : 113/204 [00:19<00:15, 5.76it/s]
+ 56%|█████▌ | Creating augmented epochs : 114/204 [00:19<00:15, 5.79it/s]
+ 56%|█████▋ | Creating augmented epochs : 115/204 [00:20<00:15, 5.82it/s]
+ 57%|█████▋ | Creating augmented epochs : 116/204 [00:20<00:15, 5.86it/s]
+ 57%|█████▋ | Creating augmented epochs : 117/204 [00:20<00:14, 5.83it/s]
+ 58%|█████▊ | Creating augmented epochs : 118/204 [00:20<00:14, 5.79it/s]
+ 58%|█████▊ | Creating augmented epochs : 119/204 [00:20<00:14, 5.84it/s]
+ 59%|█████▉ | Creating augmented epochs : 120/204 [00:20<00:14, 5.83it/s]
+ 59%|█████▉ | Creating augmented epochs : 121/204 [00:21<00:14, 5.77it/s]
+ 60%|█████▉ | Creating augmented epochs : 122/204 [00:21<00:14, 5.77it/s]
+ 60%|██████ | Creating augmented epochs : 123/204 [00:21<00:13, 5.82it/s]
+ 61%|██████ | Creating augmented epochs : 124/204 [00:21<00:13, 5.86it/s]
+ 61%|██████▏ | Creating augmented epochs : 125/204 [00:21<00:13, 5.81it/s]
+ 62%|██████▏ | Creating augmented epochs : 126/204 [00:22<00:13, 5.75it/s]
+ 62%|██████▏ | Creating augmented epochs : 127/204 [00:22<00:13, 5.79it/s]
+ 63%|██████▎ | Creating augmented epochs : 128/204 [00:22<00:13, 5.84it/s]
+ 63%|██████▎ | Creating augmented epochs : 129/204 [00:22<00:12, 5.81it/s]
+ 64%|██████▎ | Creating augmented epochs : 130/204 [00:22<00:12, 5.75it/s]
+ 64%|██████▍ | Creating augmented epochs : 131/204 [00:22<00:12, 5.79it/s]
+ 65%|██████▍ | Creating augmented epochs : 132/204 [00:23<00:12, 5.83it/s]
+ 65%|██████▌ | Creating augmented epochs : 133/204 [00:23<00:12, 5.87it/s]
+ 66%|██████▌ | Creating augmented epochs : 134/204 [00:23<00:11, 5.91it/s]
+ 66%|██████▌ | Creating augmented epochs : 135/204 [00:23<00:11, 5.95it/s]
+ 67%|██████▋ | Creating augmented epochs : 136/204 [00:23<00:11, 5.99it/s]
+ 67%|██████▋ | Creating augmented epochs : 137/204 [00:23<00:11, 6.02it/s]
+ 68%|██████▊ | Creating augmented epochs : 138/204 [00:23<00:10, 6.05it/s]
+ 68%|██████▊ | Creating augmented epochs : 139/204 [00:24<00:10, 6.06it/s]
+ 69%|██████▊ | Creating augmented epochs : 140/204 [00:24<00:10, 6.03it/s]
+ 69%|██████▉ | Creating augmented epochs : 141/204 [00:24<00:10, 5.95it/s]
+ 70%|██████▉ | Creating augmented epochs : 142/204 [00:24<00:10, 5.95it/s]
+ 70%|███████ | Creating augmented epochs : 143/204 [00:24<00:10, 5.99it/s]
+ 71%|███████ | Creating augmented epochs : 144/204 [00:24<00:09, 6.03it/s]
+ 71%|███████ | Creating augmented epochs : 145/204 [00:25<00:09, 6.05it/s]
+ 72%|███████▏ | Creating augmented epochs : 146/204 [00:25<00:09, 5.99it/s]
+ 72%|███████▏ | Creating augmented epochs : 147/204 [00:25<00:09, 5.95it/s]
+ 73%|███████▎ | Creating augmented epochs : 148/204 [00:25<00:09, 5.99it/s]
+ 73%|███████▎ | Creating augmented epochs : 149/204 [00:25<00:09, 6.02it/s]
+ 74%|███████▎ | Creating augmented epochs : 150/204 [00:25<00:09, 5.99it/s]
+ 74%|███████▍ | Creating augmented epochs : 151/204 [00:26<00:08, 5.92it/s]
+ 75%|███████▍ | Creating augmented epochs : 152/204 [00:26<00:08, 5.88it/s]
+ 75%|███████▌ | Creating augmented epochs : 153/204 [00:26<00:08, 5.92it/s]
+ 75%|███████▌ | Creating augmented epochs : 154/204 [00:26<00:08, 5.96it/s]
+ 76%|███████▌ | Creating augmented epochs : 155/204 [00:26<00:08, 5.92it/s]
+ 76%|███████▋ | Creating augmented epochs : 156/204 [00:27<00:08, 5.85it/s]
+ 77%|███████▋ | Creating augmented epochs : 157/204 [00:27<00:08, 5.84it/s]
+ 77%|███████▋ | Creating augmented epochs : 158/204 [00:27<00:07, 5.88it/s]
+ 78%|███████▊ | Creating augmented epochs : 159/204 [00:27<00:07, 5.85it/s]
+ 78%|███████▊ | Creating augmented epochs : 160/204 [00:27<00:07, 5.85it/s]
+ 79%|███████▉ | Creating augmented epochs : 161/204 [00:27<00:07, 5.89it/s]
+ 79%|███████▉ | Creating augmented epochs : 162/204 [00:28<00:07, 5.91it/s]
+ 80%|███████▉ | Creating augmented epochs : 163/204 [00:28<00:06, 5.86it/s]
+ 80%|████████ | Creating augmented epochs : 164/204 [00:28<00:06, 5.85it/s]
+ 81%|████████ | Creating augmented epochs : 165/204 [00:28<00:06, 5.89it/s]
+ 81%|████████▏ | Creating augmented epochs : 166/204 [00:28<00:06, 5.92it/s]
+ 82%|████████▏ | Creating augmented epochs : 167/204 [00:28<00:06, 5.90it/s]
+ 82%|████████▏ | Creating augmented epochs : 168/204 [00:29<00:06, 5.84it/s]
+ 83%|████████▎ | Creating augmented epochs : 169/204 [00:29<00:05, 5.88it/s]
+ 83%|████████▎ | Creating augmented epochs : 170/204 [00:29<00:05, 5.90it/s]
+ 84%|████████▍ | Creating augmented epochs : 171/204 [00:29<00:05, 5.86it/s]
+ 84%|████████▍ | Creating augmented epochs : 172/204 [00:29<00:05, 5.80it/s]
+ 85%|████████▍ | Creating augmented epochs : 173/204 [00:29<00:05, 5.83it/s]
+ 85%|████████▌ | Creating augmented epochs : 174/204 [00:30<00:05, 5.87it/s]
+ 86%|████████▌ | Creating augmented epochs : 175/204 [00:30<00:04, 5.84it/s]
+ 86%|████████▋ | Creating augmented epochs : 176/204 [00:30<00:04, 5.78it/s]
+ 87%|████████▋ | Creating augmented epochs : 177/204 [00:30<00:04, 5.82it/s]
+ 87%|████████▋ | Creating augmented epochs : 178/204 [00:30<00:04, 5.83it/s]
+ 88%|████████▊ | Creating augmented epochs : 179/204 [00:30<00:04, 5.87it/s]
+ 88%|████████▊ | Creating augmented epochs : 180/204 [00:31<00:04, 5.91it/s]
+ 89%|████████▊ | Creating augmented epochs : 181/204 [00:31<00:03, 5.88it/s]
+ 89%|████████▉ | Creating augmented epochs : 182/204 [00:31<00:03, 5.82it/s]
+ 90%|████████▉ | Creating augmented epochs : 183/204 [00:31<00:03, 5.86it/s]
+ 90%|█████████ | Creating augmented epochs : 184/204 [00:31<00:03, 5.84it/s]
+ 91%|█████████ | Creating augmented epochs : 185/204 [00:31<00:03, 5.83it/s]
+ 91%|█████████ | Creating augmented epochs : 186/204 [00:32<00:03, 5.88it/s]
+ 92%|█████████▏| Creating augmented epochs : 187/204 [00:32<00:02, 5.86it/s]
+ 92%|█████████▏| Creating augmented epochs : 188/204 [00:32<00:02, 5.79it/s]
+ 93%|█████████▎| Creating augmented epochs : 189/204 [00:32<00:02, 5.83it/s]
+ 93%|█████████▎| Creating augmented epochs : 190/204 [00:32<00:02, 5.81it/s]
+ 94%|█████████▎| Creating augmented epochs : 191/204 [00:33<00:02, 5.75it/s]
+ 94%|█████████▍| Creating augmented epochs : 192/204 [00:33<00:02, 5.75it/s]
+ 95%|█████████▍| Creating augmented epochs : 193/204 [00:33<00:01, 5.80it/s]
+ 95%|█████████▌| Creating augmented epochs : 194/204 [00:33<00:01, 5.83it/s]
+ 96%|█████████▌| Creating augmented epochs : 195/204 [00:33<00:01, 5.88it/s]
+ 96%|█████████▌| Creating augmented epochs : 196/204 [00:33<00:01, 5.84it/s]
+ 97%|█████████▋| Creating augmented epochs : 197/204 [00:34<00:01, 5.81it/s]
+ 97%|█████████▋| Creating augmented epochs : 198/204 [00:34<00:01, 5.85it/s]
+ 98%|█████████▊| Creating augmented epochs : 199/204 [00:34<00:00, 5.82it/s]
+ 98%|█████████▊| Creating augmented epochs : 200/204 [00:34<00:00, 5.76it/s]
+ 99%|█████████▊| Creating augmented epochs : 201/204 [00:34<00:00, 5.76it/s]
+ 99%|█████████▉| Creating augmented epochs : 202/204 [00:34<00:00, 5.80it/s]
+100%|█████████▉| Creating augmented epochs : 203/204 [00:35<00:00, 5.78it/s]
+100%|██████████| Creating augmented epochs : 204/204 [00:35<00:00, 5.72it/s]
+100%|██████████| Creating augmented epochs : 204/204 [00:35<00:00, 5.78it/s]
0%| | Computing thresholds ... : 0/204 [00:00<?, ?it/s]
- 0%| | Computing thresholds ... : 1/204 [00:00<00:17, 11.78it/s]
- 1%| | Computing thresholds ... : 2/204 [00:00<00:15, 12.96it/s]
- 1%|▏ | Computing thresholds ... : 3/204 [00:00<00:15, 13.38it/s]
- 2%|▏ | Computing thresholds ... : 4/204 [00:00<00:14, 13.65it/s]
- 2%|▏ | Computing thresholds ... : 5/204 [00:00<00:14, 13.80it/s]
- 3%|▎ | Computing thresholds ... : 6/204 [00:00<00:14, 13.88it/s]
- 3%|▎ | Computing thresholds ... : 7/204 [00:00<00:14, 13.98it/s]
- 4%|▍ | Computing thresholds ... : 8/204 [00:00<00:13, 14.04it/s]
- 4%|▍ | Computing thresholds ... : 9/204 [00:00<00:13, 14.08it/s]
- 5%|▍ | Computing thresholds ... : 10/204 [00:00<00:13, 14.11it/s]
- 5%|▌ | Computing thresholds ... : 11/204 [00:00<00:13, 14.14it/s]
- 6%|▌ | Computing thresholds ... : 12/204 [00:00<00:13, 14.17it/s]
- 6%|▋ | Computing thresholds ... : 13/204 [00:00<00:13, 14.19it/s]
- 7%|▋ | Computing thresholds ... : 14/204 [00:00<00:13, 14.22it/s]
- 7%|▋ | Computing thresholds ... : 15/204 [00:01<00:13, 14.24it/s]
- 8%|▊ | Computing thresholds ... : 16/204 [00:01<00:13, 14.25it/s]
- 8%|▊ | Computing thresholds ... : 17/204 [00:01<00:13, 14.25it/s]
- 9%|▉ | Computing thresholds ... : 18/204 [00:01<00:13, 14.25it/s]
- 9%|▉ | Computing thresholds ... : 19/204 [00:01<00:12, 14.26it/s]
- 10%|▉ | Computing thresholds ... : 20/204 [00:01<00:12, 14.26it/s]
- 10%|█ | Computing thresholds ... : 21/204 [00:01<00:12, 14.27it/s]
- 11%|█ | Computing thresholds ... : 22/204 [00:01<00:12, 14.27it/s]
- 11%|█▏ | Computing thresholds ... : 23/204 [00:01<00:12, 14.27it/s]
- 12%|█▏ | Computing thresholds ... : 24/204 [00:01<00:12, 14.27it/s]
- 12%|█▏ | Computing thresholds ... : 25/204 [00:01<00:12, 14.27it/s]
- 13%|█▎ | Computing thresholds ... : 26/204 [00:01<00:12, 14.27it/s]
- 13%|█▎ | Computing thresholds ... : 27/204 [00:01<00:12, 14.28it/s]
- 14%|█▎ | Computing thresholds ... : 28/204 [00:01<00:12, 14.29it/s]
- 14%|█▍ | Computing thresholds ... : 29/204 [00:02<00:12, 14.29it/s]
- 15%|█▍ | Computing thresholds ... : 30/204 [00:02<00:12, 14.29it/s]
- 15%|█▌ | Computing thresholds ... : 31/204 [00:02<00:12, 14.29it/s]
- 16%|█▌ | Computing thresholds ... : 32/204 [00:02<00:12, 14.30it/s]
- 16%|█▌ | Computing thresholds ... : 33/204 [00:02<00:11, 14.30it/s]
- 17%|█▋ | Computing thresholds ... : 34/204 [00:02<00:11, 14.29it/s]
- 17%|█▋ | Computing thresholds ... : 35/204 [00:02<00:11, 14.30it/s]
- 18%|█▊ | Computing thresholds ... : 36/204 [00:02<00:11, 14.28it/s]
- 18%|█▊ | Computing thresholds ... : 37/204 [00:02<00:11, 14.27it/s]
- 19%|█▊ | Computing thresholds ... : 38/204 [00:02<00:11, 14.27it/s]
- 19%|█▉ | Computing thresholds ... : 39/204 [00:02<00:11, 14.28it/s]
- 20%|█▉ | Computing thresholds ... : 40/204 [00:02<00:11, 14.28it/s]
- 20%|██ | Computing thresholds ... : 41/204 [00:02<00:11, 14.28it/s]
- 21%|██ | Computing thresholds ... : 42/204 [00:02<00:11, 14.29it/s]
- 21%|██ | Computing thresholds ... : 43/204 [00:03<00:11, 14.29it/s]
- 22%|██▏ | Computing thresholds ... : 44/204 [00:03<00:11, 14.29it/s]
- 22%|██▏ | Computing thresholds ... : 45/204 [00:03<00:11, 14.29it/s]
- 23%|██▎ | Computing thresholds ... : 46/204 [00:03<00:11, 14.29it/s]
- 23%|██▎ | Computing thresholds ... : 47/204 [00:03<00:10, 14.30it/s]
- 24%|██▎ | Computing thresholds ... : 48/204 [00:03<00:10, 14.30it/s]
- 24%|██▍ | Computing thresholds ... : 49/204 [00:03<00:10, 14.30it/s]
- 25%|██▍ | Computing thresholds ... : 50/204 [00:03<00:10, 14.31it/s]
- 25%|██▌ | Computing thresholds ... : 51/204 [00:03<00:10, 14.32it/s]
- 25%|██▌ | Computing thresholds ... : 52/204 [00:03<00:10, 14.31it/s]
- 26%|██▌ | Computing thresholds ... : 53/204 [00:03<00:10, 14.31it/s]
- 26%|██▋ | Computing thresholds ... : 54/204 [00:03<00:10, 14.32it/s]
- 27%|██▋ | Computing thresholds ... : 55/204 [00:03<00:10, 14.32it/s]
- 27%|██▋ | Computing thresholds ... : 56/204 [00:03<00:10, 14.31it/s]
- 28%|██▊ | Computing thresholds ... : 57/204 [00:03<00:10, 14.31it/s]
- 28%|██▊ | Computing thresholds ... : 58/204 [00:04<00:10, 14.31it/s]
- 29%|██▉ | Computing thresholds ... : 59/204 [00:04<00:10, 14.31it/s]
- 29%|██▉ | Computing thresholds ... : 60/204 [00:04<00:10, 14.31it/s]
- 30%|██▉ | Computing thresholds ... : 61/204 [00:04<00:09, 14.31it/s]
- 30%|███ | Computing thresholds ... : 62/204 [00:04<00:09, 14.32it/s]
- 31%|███ | Computing thresholds ... : 63/204 [00:04<00:09, 14.32it/s]
- 31%|███▏ | Computing thresholds ... : 64/204 [00:04<00:09, 14.32it/s]
- 32%|███▏ | Computing thresholds ... : 65/204 [00:04<00:09, 14.33it/s]
- 32%|███▏ | Computing thresholds ... : 66/204 [00:04<00:09, 14.33it/s]
- 33%|███▎ | Computing thresholds ... : 67/204 [00:04<00:09, 14.33it/s]
- 33%|███▎ | Computing thresholds ... : 68/204 [00:04<00:09, 14.33it/s]
- 34%|███▍ | Computing thresholds ... : 69/204 [00:04<00:09, 14.33it/s]
- 34%|███▍ | Computing thresholds ... : 70/204 [00:04<00:09, 14.33it/s]
- 35%|███▍ | Computing thresholds ... : 71/204 [00:04<00:09, 14.33it/s]
- 35%|███▌ | Computing thresholds ... : 72/204 [00:05<00:09, 14.33it/s]
- 36%|███▌ | Computing thresholds ... : 73/204 [00:05<00:09, 14.33it/s]
- 36%|███▋ | Computing thresholds ... : 74/204 [00:05<00:09, 14.33it/s]
- 37%|███▋ | Computing thresholds ... : 75/204 [00:05<00:09, 14.33it/s]
- 37%|███▋ | Computing thresholds ... : 76/204 [00:05<00:08, 14.33it/s]
- 38%|███▊ | Computing thresholds ... : 77/204 [00:05<00:08, 14.33it/s]
- 38%|███▊ | Computing thresholds ... : 78/204 [00:05<00:08, 14.34it/s]
- 39%|███▊ | Computing thresholds ... : 79/204 [00:05<00:08, 14.34it/s]
- 39%|███▉ | Computing thresholds ... : 80/204 [00:05<00:08, 14.34it/s]
- 40%|███▉ | Computing thresholds ... : 81/204 [00:05<00:08, 14.34it/s]
- 40%|████ | Computing thresholds ... : 82/204 [00:05<00:08, 14.33it/s]
- 41%|████ | Computing thresholds ... : 83/204 [00:05<00:08, 14.33it/s]
- 41%|████ | Computing thresholds ... : 84/204 [00:05<00:08, 14.33it/s]
- 42%|████▏ | Computing thresholds ... : 85/204 [00:05<00:08, 14.33it/s]
- 42%|████▏ | Computing thresholds ... : 86/204 [00:06<00:08, 14.33it/s]
- 43%|████▎ | Computing thresholds ... : 87/204 [00:06<00:08, 14.32it/s]
- 43%|████▎ | Computing thresholds ... : 88/204 [00:06<00:08, 14.32it/s]
- 44%|████▎ | Computing thresholds ... : 89/204 [00:06<00:08, 14.32it/s]
- 44%|████▍ | Computing thresholds ... : 90/204 [00:06<00:07, 14.31it/s]
- 45%|████▍ | Computing thresholds ... : 91/204 [00:06<00:07, 14.31it/s]
- 45%|████▌ | Computing thresholds ... : 92/204 [00:06<00:07, 14.31it/s]
- 46%|████▌ | Computing thresholds ... : 93/204 [00:06<00:07, 14.31it/s]
- 46%|████▌ | Computing thresholds ... : 94/204 [00:06<00:07, 14.31it/s]
- 47%|████▋ | Computing thresholds ... : 95/204 [00:06<00:07, 14.32it/s]
- 47%|████▋ | Computing thresholds ... : 96/204 [00:06<00:07, 14.31it/s]
- 48%|████▊ | Computing thresholds ... : 97/204 [00:06<00:07, 14.32it/s]
- 48%|████▊ | Computing thresholds ... : 98/204 [00:06<00:07, 14.32it/s]
- 49%|████▊ | Computing thresholds ... : 99/204 [00:06<00:07, 14.32it/s]
- 49%|████▉ | Computing thresholds ... : 100/204 [00:06<00:07, 14.32it/s]
- 50%|████▉ | Computing thresholds ... : 101/204 [00:07<00:07, 14.32it/s]
- 50%|█████ | Computing thresholds ... : 102/204 [00:07<00:07, 14.33it/s]
- 50%|█████ | Computing thresholds ... : 103/204 [00:07<00:07, 14.33it/s]
- 51%|█████ | Computing thresholds ... : 104/204 [00:07<00:06, 14.33it/s]
- 51%|█████▏ | Computing thresholds ... : 105/204 [00:07<00:06, 14.34it/s]
- 52%|█████▏ | Computing thresholds ... : 106/204 [00:07<00:06, 14.35it/s]
- 52%|█████▏ | Computing thresholds ... : 107/204 [00:07<00:06, 14.35it/s]
- 53%|█████▎ | Computing thresholds ... : 108/204 [00:07<00:06, 14.36it/s]
- 53%|█████▎ | Computing thresholds ... : 109/204 [00:07<00:06, 14.36it/s]
- 54%|█████▍ | Computing thresholds ... : 110/204 [00:07<00:06, 14.36it/s]
- 54%|█████▍ | Computing thresholds ... : 111/204 [00:07<00:06, 14.36it/s]
- 55%|█████▍ | Computing thresholds ... : 112/204 [00:07<00:06, 14.36it/s]
- 55%|█████▌ | Computing thresholds ... : 113/204 [00:07<00:06, 14.37it/s]
- 56%|█████▌ | Computing thresholds ... : 114/204 [00:07<00:06, 14.37it/s]
- 56%|█████▋ | Computing thresholds ... : 115/204 [00:08<00:06, 14.38it/s]
- 57%|█████▋ | Computing thresholds ... : 116/204 [00:08<00:06, 14.38it/s]
- 57%|█████▋ | Computing thresholds ... : 117/204 [00:08<00:06, 14.38it/s]
- 58%|█████▊ | Computing thresholds ... : 118/204 [00:08<00:05, 14.37it/s]
- 58%|█████▊ | Computing thresholds ... : 119/204 [00:08<00:05, 14.37it/s]
- 59%|█████▉ | Computing thresholds ... : 120/204 [00:08<00:05, 14.37it/s]
- 59%|█████▉ | Computing thresholds ... : 121/204 [00:08<00:05, 14.38it/s]
- 60%|█████▉ | Computing thresholds ... : 122/204 [00:08<00:05, 14.38it/s]
- 60%|██████ | Computing thresholds ... : 123/204 [00:08<00:05, 14.38it/s]
- 61%|██████ | Computing thresholds ... : 124/204 [00:08<00:05, 14.38it/s]
- 61%|██████▏ | Computing thresholds ... : 125/204 [00:08<00:05, 14.39it/s]
- 62%|██████▏ | Computing thresholds ... : 126/204 [00:08<00:05, 14.40it/s]
- 62%|██████▏ | Computing thresholds ... : 127/204 [00:08<00:05, 14.40it/s]
- 63%|██████▎ | Computing thresholds ... : 128/204 [00:08<00:05, 14.39it/s]
- 63%|██████▎ | Computing thresholds ... : 129/204 [00:09<00:05, 14.39it/s]
- 64%|██████▎ | Computing thresholds ... : 130/204 [00:09<00:05, 14.38it/s]
- 64%|██████▍ | Computing thresholds ... : 131/204 [00:09<00:05, 14.39it/s]
- 65%|██████▍ | Computing thresholds ... : 132/204 [00:09<00:05, 14.40it/s]
- 65%|██████▌ | Computing thresholds ... : 133/204 [00:09<00:04, 14.39it/s]
- 66%|██████▌ | Computing thresholds ... : 134/204 [00:09<00:04, 14.39it/s]
- 66%|██████▌ | Computing thresholds ... : 135/204 [00:09<00:04, 14.39it/s]
- 67%|██████▋ | Computing thresholds ... : 136/204 [00:09<00:04, 14.39it/s]
- 67%|██████▋ | Computing thresholds ... : 137/204 [00:09<00:04, 14.39it/s]
- 68%|██████▊ | Computing thresholds ... : 138/204 [00:09<00:04, 14.39it/s]
- 68%|██████▊ | Computing thresholds ... : 139/204 [00:09<00:04, 14.39it/s]
- 69%|██████▊ | Computing thresholds ... : 140/204 [00:09<00:04, 14.39it/s]
- 69%|██████▉ | Computing thresholds ... : 141/204 [00:09<00:04, 14.38it/s]
- 70%|██████▉ | Computing thresholds ... : 142/204 [00:09<00:04, 14.38it/s]
- 70%|███████ | Computing thresholds ... : 143/204 [00:09<00:04, 14.38it/s]
- 71%|███████ | Computing thresholds ... : 144/204 [00:10<00:04, 14.38it/s]
- 71%|███████ | Computing thresholds ... : 145/204 [00:10<00:04, 14.37it/s]
- 72%|███████▏ | Computing thresholds ... : 146/204 [00:10<00:04, 14.37it/s]
- 72%|███████▏ | Computing thresholds ... : 147/204 [00:10<00:03, 14.37it/s]
- 73%|███████▎ | Computing thresholds ... : 148/204 [00:10<00:03, 14.38it/s]
- 73%|███████▎ | Computing thresholds ... : 149/204 [00:10<00:03, 14.38it/s]
- 74%|███████▎ | Computing thresholds ... : 150/204 [00:10<00:03, 14.38it/s]
- 74%|███████▍ | Computing thresholds ... : 151/204 [00:10<00:03, 14.38it/s]
- 75%|███████▍ | Computing thresholds ... : 152/204 [00:10<00:03, 14.38it/s]
- 75%|███████▌ | Computing thresholds ... : 153/204 [00:10<00:03, 14.38it/s]
- 75%|███████▌ | Computing thresholds ... : 154/204 [00:10<00:03, 14.38it/s]
- 76%|███████▌ | Computing thresholds ... : 155/204 [00:10<00:03, 14.39it/s]
- 76%|███████▋ | Computing thresholds ... : 156/204 [00:10<00:03, 14.39it/s]
- 77%|███████▋ | Computing thresholds ... : 157/204 [00:10<00:03, 14.39it/s]
- 77%|███████▋ | Computing thresholds ... : 158/204 [00:11<00:03, 14.39it/s]
- 78%|███████▊ | Computing thresholds ... : 159/204 [00:11<00:03, 14.38it/s]
- 78%|███████▊ | Computing thresholds ... : 160/204 [00:11<00:03, 14.38it/s]
- 79%|███████▉ | Computing thresholds ... : 161/204 [00:11<00:02, 14.39it/s]
- 79%|███████▉ | Computing thresholds ... : 162/204 [00:11<00:02, 14.39it/s]
- 80%|███████▉ | Computing thresholds ... : 163/204 [00:11<00:02, 14.39it/s]
- 80%|████████ | Computing thresholds ... : 164/204 [00:11<00:02, 14.39it/s]
- 81%|████████ | Computing thresholds ... : 165/204 [00:11<00:02, 14.39it/s]
- 81%|████████▏ | Computing thresholds ... : 166/204 [00:11<00:02, 14.40it/s]
- 82%|████████▏ | Computing thresholds ... : 167/204 [00:11<00:02, 14.40it/s]
- 82%|████████▏ | Computing thresholds ... : 168/204 [00:11<00:02, 14.39it/s]
- 83%|████████▎ | Computing thresholds ... : 169/204 [00:11<00:02, 14.39it/s]
- 83%|████████▎ | Computing thresholds ... : 170/204 [00:11<00:02, 14.40it/s]
- 84%|████████▍ | Computing thresholds ... : 171/204 [00:11<00:02, 14.39it/s]
- 84%|████████▍ | Computing thresholds ... : 172/204 [00:11<00:02, 14.39it/s]
- 85%|████████▍ | Computing thresholds ... : 173/204 [00:12<00:02, 14.39it/s]
- 85%|████████▌ | Computing thresholds ... : 174/204 [00:12<00:02, 14.39it/s]
- 86%|████████▌ | Computing thresholds ... : 175/204 [00:12<00:02, 14.39it/s]
- 86%|████████▋ | Computing thresholds ... : 176/204 [00:12<00:01, 14.39it/s]
- 87%|████████▋ | Computing thresholds ... : 177/204 [00:12<00:01, 14.39it/s]
- 87%|████████▋ | Computing thresholds ... : 178/204 [00:12<00:01, 14.39it/s]
- 88%|████████▊ | Computing thresholds ... : 179/204 [00:12<00:01, 14.39it/s]
- 88%|████████▊ | Computing thresholds ... : 180/204 [00:12<00:01, 14.40it/s]
- 89%|████████▊ | Computing thresholds ... : 181/204 [00:12<00:01, 14.40it/s]
- 89%|████████▉ | Computing thresholds ... : 182/204 [00:12<00:01, 14.39it/s]
- 90%|████████▉ | Computing thresholds ... : 183/204 [00:12<00:01, 14.39it/s]
- 90%|█████████ | Computing thresholds ... : 184/204 [00:12<00:01, 14.38it/s]
- 91%|█████████ | Computing thresholds ... : 185/204 [00:12<00:01, 14.38it/s]
- 91%|█████████ | Computing thresholds ... : 186/204 [00:12<00:01, 14.38it/s]
- 92%|█████████▏| Computing thresholds ... : 187/204 [00:13<00:01, 14.38it/s]
- 92%|█████████▏| Computing thresholds ... : 188/204 [00:13<00:01, 14.38it/s]
- 93%|█████████▎| Computing thresholds ... : 189/204 [00:13<00:01, 14.37it/s]
- 93%|█████████▎| Computing thresholds ... : 190/204 [00:13<00:00, 14.37it/s]
- 94%|█████████▎| Computing thresholds ... : 191/204 [00:13<00:00, 14.37it/s]
- 94%|█████████▍| Computing thresholds ... : 192/204 [00:13<00:00, 14.38it/s]
- 95%|█████████▍| Computing thresholds ... : 193/204 [00:13<00:00, 14.38it/s]
- 95%|█████████▌| Computing thresholds ... : 194/204 [00:13<00:00, 14.38it/s]
- 96%|█████████▌| Computing thresholds ... : 195/204 [00:13<00:00, 14.39it/s]
- 96%|█████████▌| Computing thresholds ... : 196/204 [00:13<00:00, 14.39it/s]
- 97%|█████████▋| Computing thresholds ... : 197/204 [00:13<00:00, 14.39it/s]
- 97%|█████████▋| Computing thresholds ... : 198/204 [00:13<00:00, 14.39it/s]
- 98%|█████████▊| Computing thresholds ... : 199/204 [00:13<00:00, 14.40it/s]
- 98%|█████████▊| Computing thresholds ... : 200/204 [00:13<00:00, 14.40it/s]
- 99%|█████████▊| Computing thresholds ... : 201/204 [00:14<00:00, 14.40it/s]
- 99%|█████████▉| Computing thresholds ... : 202/204 [00:14<00:00, 14.40it/s]
-100%|█████████▉| Computing thresholds ... : 203/204 [00:14<00:00, 14.40it/s]
-100%|██████████| Computing thresholds ... : 204/204 [00:14<00:00, 14.40it/s]
-100%|██████████| Computing thresholds ... : 204/204 [00:14<00:00, 14.35it/s]
+ 0%| | Computing thresholds ... : 1/204 [00:00<00:24, 8.31it/s]
+ 1%| | Computing thresholds ... : 2/204 [00:00<00:22, 8.83it/s]
+ 1%|▏ | Computing thresholds ... : 3/204 [00:00<00:22, 9.02it/s]
+ 2%|▏ | Computing thresholds ... : 4/204 [00:00<00:21, 9.10it/s]
+ 2%|▏ | Computing thresholds ... : 5/204 [00:00<00:21, 9.15it/s]
+ 3%|▎ | Computing thresholds ... : 6/204 [00:00<00:21, 9.18it/s]
+ 3%|▎ | Computing thresholds ... : 7/204 [00:00<00:21, 9.22it/s]
+ 4%|▍ | Computing thresholds ... : 8/204 [00:00<00:21, 9.23it/s]
+ 4%|▍ | Computing thresholds ... : 9/204 [00:00<00:21, 9.25it/s]
+ 5%|▍ | Computing thresholds ... : 10/204 [00:01<00:20, 9.27it/s]
+ 5%|▌ | Computing thresholds ... : 11/204 [00:01<00:20, 9.28it/s]
+ 6%|▌ | Computing thresholds ... : 12/204 [00:01<00:20, 9.29it/s]
+ 6%|▋ | Computing thresholds ... : 13/204 [00:01<00:20, 9.29it/s]
+ 7%|▋ | Computing thresholds ... : 14/204 [00:01<00:20, 9.29it/s]
+ 7%|▋ | Computing thresholds ... : 15/204 [00:01<00:20, 9.29it/s]
+ 8%|▊ | Computing thresholds ... : 16/204 [00:01<00:20, 9.30it/s]
+ 8%|▊ | Computing thresholds ... : 17/204 [00:01<00:20, 9.30it/s]
+ 9%|▉ | Computing thresholds ... : 18/204 [00:01<00:20, 9.30it/s]
+ 9%|▉ | Computing thresholds ... : 19/204 [00:02<00:19, 9.29it/s]
+ 10%|▉ | Computing thresholds ... : 20/204 [00:02<00:19, 9.29it/s]
+ 10%|█ | Computing thresholds ... : 21/204 [00:02<00:19, 9.29it/s]
+ 11%|█ | Computing thresholds ... : 22/204 [00:02<00:19, 9.30it/s]
+ 11%|█▏ | Computing thresholds ... : 23/204 [00:02<00:19, 9.30it/s]
+ 12%|█▏ | Computing thresholds ... : 24/204 [00:02<00:19, 9.30it/s]
+ 12%|█▏ | Computing thresholds ... : 25/204 [00:02<00:19, 9.30it/s]
+ 13%|█▎ | Computing thresholds ... : 26/204 [00:02<00:19, 9.30it/s]
+ 13%|█▎ | Computing thresholds ... : 27/204 [00:02<00:19, 9.30it/s]
+ 14%|█▎ | Computing thresholds ... : 28/204 [00:03<00:18, 9.30it/s]
+ 14%|█▍ | Computing thresholds ... : 29/204 [00:03<00:18, 9.30it/s]
+ 15%|█▍ | Computing thresholds ... : 30/204 [00:03<00:18, 9.31it/s]
+ 15%|█▌ | Computing thresholds ... : 31/204 [00:03<00:18, 9.31it/s]
+ 16%|█▌ | Computing thresholds ... : 32/204 [00:03<00:18, 9.31it/s]
+ 16%|█▌ | Computing thresholds ... : 33/204 [00:03<00:18, 9.30it/s]
+ 17%|█▋ | Computing thresholds ... : 34/204 [00:03<00:18, 9.30it/s]
+ 17%|█▋ | Computing thresholds ... : 35/204 [00:03<00:18, 9.30it/s]
+ 18%|█▊ | Computing thresholds ... : 36/204 [00:03<00:18, 9.30it/s]
+ 18%|█▊ | Computing thresholds ... : 37/204 [00:03<00:17, 9.29it/s]
+ 19%|█▊ | Computing thresholds ... : 38/204 [00:04<00:17, 9.29it/s]
+ 19%|█▉ | Computing thresholds ... : 39/204 [00:04<00:17, 9.30it/s]
+ 20%|█▉ | Computing thresholds ... : 40/204 [00:04<00:17, 9.30it/s]
+ 20%|██ | Computing thresholds ... : 41/204 [00:04<00:17, 9.30it/s]
+ 21%|██ | Computing thresholds ... : 42/204 [00:04<00:17, 9.30it/s]
+ 21%|██ | Computing thresholds ... : 43/204 [00:04<00:17, 9.31it/s]
+ 22%|██▏ | Computing thresholds ... : 44/204 [00:04<00:17, 9.31it/s]
+ 22%|██▏ | Computing thresholds ... : 45/204 [00:04<00:17, 9.30it/s]
+ 23%|██▎ | Computing thresholds ... : 46/204 [00:04<00:16, 9.30it/s]
+ 23%|██▎ | Computing thresholds ... : 47/204 [00:05<00:16, 9.30it/s]
+ 24%|██▎ | Computing thresholds ... : 48/204 [00:05<00:16, 9.30it/s]
+ 24%|██▍ | Computing thresholds ... : 49/204 [00:05<00:16, 9.30it/s]
+ 25%|██▍ | Computing thresholds ... : 50/204 [00:05<00:16, 9.30it/s]
+ 25%|██▌ | Computing thresholds ... : 51/204 [00:05<00:16, 9.30it/s]
+ 25%|██▌ | Computing thresholds ... : 52/204 [00:05<00:16, 9.30it/s]
+ 26%|██▌ | Computing thresholds ... : 53/204 [00:05<00:16, 9.30it/s]
+ 26%|██▋ | Computing thresholds ... : 54/204 [00:05<00:16, 9.30it/s]
+ 27%|██▋ | Computing thresholds ... : 55/204 [00:05<00:16, 9.30it/s]
+ 27%|██▋ | Computing thresholds ... : 56/204 [00:06<00:15, 9.30it/s]
+ 28%|██▊ | Computing thresholds ... : 57/204 [00:06<00:15, 9.30it/s]
+ 28%|██▊ | Computing thresholds ... : 58/204 [00:06<00:15, 9.30it/s]
+ 29%|██▉ | Computing thresholds ... : 59/204 [00:06<00:15, 9.30it/s]
+ 29%|██▉ | Computing thresholds ... : 60/204 [00:06<00:15, 9.29it/s]
+ 30%|██▉ | Computing thresholds ... : 61/204 [00:06<00:15, 9.30it/s]
+ 30%|███ | Computing thresholds ... : 62/204 [00:06<00:15, 9.30it/s]
+ 31%|███ | Computing thresholds ... : 63/204 [00:06<00:15, 9.30it/s]
+ 31%|███▏ | Computing thresholds ... : 64/204 [00:06<00:15, 9.31it/s]
+ 32%|███▏ | Computing thresholds ... : 65/204 [00:06<00:14, 9.30it/s]
+ 32%|███▏ | Computing thresholds ... : 66/204 [00:07<00:14, 9.31it/s]
+ 33%|███▎ | Computing thresholds ... : 67/204 [00:07<00:14, 9.31it/s]
+ 33%|███▎ | Computing thresholds ... : 68/204 [00:07<00:14, 9.30it/s]
+ 34%|███▍ | Computing thresholds ... : 69/204 [00:07<00:14, 9.30it/s]
+ 34%|███▍ | Computing thresholds ... : 70/204 [00:07<00:14, 9.30it/s]
+ 35%|███▍ | Computing thresholds ... : 71/204 [00:07<00:14, 9.30it/s]
+ 35%|███▌ | Computing thresholds ... : 72/204 [00:07<00:14, 9.30it/s]
+ 36%|███▌ | Computing thresholds ... : 73/204 [00:07<00:14, 9.30it/s]
+ 36%|███▋ | Computing thresholds ... : 74/204 [00:07<00:13, 9.30it/s]
+ 37%|███▋ | Computing thresholds ... : 75/204 [00:08<00:13, 9.30it/s]
+ 37%|███▋ | Computing thresholds ... : 76/204 [00:08<00:13, 9.30it/s]
+ 38%|███▊ | Computing thresholds ... : 77/204 [00:08<00:13, 9.30it/s]
+ 38%|███▊ | Computing thresholds ... : 78/204 [00:08<00:13, 9.30it/s]
+ 39%|███▊ | Computing thresholds ... : 79/204 [00:08<00:13, 9.30it/s]
+ 39%|███▉ | Computing thresholds ... : 80/204 [00:08<00:13, 9.30it/s]
+ 40%|███▉ | Computing thresholds ... : 81/204 [00:08<00:13, 9.30it/s]
+ 40%|████ | Computing thresholds ... : 82/204 [00:08<00:13, 9.31it/s]
+ 41%|████ | Computing thresholds ... : 83/204 [00:08<00:12, 9.31it/s]
+ 41%|████ | Computing thresholds ... : 84/204 [00:09<00:12, 9.31it/s]
+ 42%|████▏ | Computing thresholds ... : 85/204 [00:09<00:12, 9.31it/s]
+ 42%|████▏ | Computing thresholds ... : 86/204 [00:09<00:12, 9.31it/s]
+ 43%|████▎ | Computing thresholds ... : 87/204 [00:09<00:12, 9.30it/s]
+ 43%|████▎ | Computing thresholds ... : 88/204 [00:09<00:12, 9.30it/s]
+ 44%|████▎ | Computing thresholds ... : 89/204 [00:09<00:12, 9.29it/s]
+ 44%|████▍ | Computing thresholds ... : 90/204 [00:09<00:12, 9.29it/s]
+ 45%|████▍ | Computing thresholds ... : 91/204 [00:09<00:12, 9.29it/s]
+ 45%|████▌ | Computing thresholds ... : 92/204 [00:09<00:12, 9.30it/s]
+ 46%|████▌ | Computing thresholds ... : 93/204 [00:10<00:11, 9.30it/s]
+ 46%|████▌ | Computing thresholds ... : 94/204 [00:10<00:11, 9.30it/s]
+ 47%|████▋ | Computing thresholds ... : 95/204 [00:10<00:11, 9.31it/s]
+ 47%|████▋ | Computing thresholds ... : 96/204 [00:10<00:11, 9.31it/s]
+ 48%|████▊ | Computing thresholds ... : 97/204 [00:10<00:11, 9.31it/s]
+ 48%|████▊ | Computing thresholds ... : 98/204 [00:10<00:11, 9.31it/s]
+ 49%|████▊ | Computing thresholds ... : 99/204 [00:10<00:11, 9.31it/s]
+ 49%|████▉ | Computing thresholds ... : 100/204 [00:10<00:11, 9.31it/s]
+ 50%|████▉ | Computing thresholds ... : 101/204 [00:10<00:11, 9.31it/s]
+ 50%|█████ | Computing thresholds ... : 102/204 [00:10<00:10, 9.31it/s]
+ 50%|█████ | Computing thresholds ... : 103/204 [00:11<00:10, 9.31it/s]
+ 51%|█████ | Computing thresholds ... : 104/204 [00:11<00:10, 9.31it/s]
+ 51%|█████▏ | Computing thresholds ... : 105/204 [00:11<00:10, 9.31it/s]
+ 52%|█████▏ | Computing thresholds ... : 106/204 [00:11<00:10, 9.31it/s]
+ 52%|█████▏ | Computing thresholds ... : 107/204 [00:11<00:10, 9.31it/s]
+ 53%|█████▎ | Computing thresholds ... : 108/204 [00:11<00:10, 9.31it/s]
+ 53%|█████▎ | Computing thresholds ... : 109/204 [00:11<00:10, 9.31it/s]
+ 54%|█████▍ | Computing thresholds ... : 110/204 [00:11<00:10, 9.31it/s]
+ 54%|█████▍ | Computing thresholds ... : 111/204 [00:11<00:09, 9.31it/s]
+ 55%|█████▍ | Computing thresholds ... : 112/204 [00:12<00:09, 9.31it/s]
+ 55%|█████▌ | Computing thresholds ... : 113/204 [00:12<00:09, 9.31it/s]
+ 56%|█████▌ | Computing thresholds ... : 114/204 [00:12<00:09, 9.32it/s]
+ 56%|█████▋ | Computing thresholds ... : 115/204 [00:12<00:09, 9.32it/s]
+ 57%|█████▋ | Computing thresholds ... : 116/204 [00:12<00:09, 9.32it/s]
+ 57%|█████▋ | Computing thresholds ... : 117/204 [00:12<00:09, 9.33it/s]
+ 58%|█████▊ | Computing thresholds ... : 118/204 [00:12<00:09, 9.33it/s]
+ 58%|█████▊ | Computing thresholds ... : 119/204 [00:12<00:09, 9.33it/s]
+ 59%|█████▉ | Computing thresholds ... : 120/204 [00:12<00:09, 9.33it/s]
+ 59%|█████▉ | Computing thresholds ... : 121/204 [00:13<00:08, 9.33it/s]
+ 60%|█████▉ | Computing thresholds ... : 122/204 [00:13<00:08, 9.33it/s]
+ 60%|██████ | Computing thresholds ... : 123/204 [00:13<00:08, 9.33it/s]
+ 61%|██████ | Computing thresholds ... : 124/204 [00:13<00:08, 9.33it/s]
+ 61%|██████▏ | Computing thresholds ... : 125/204 [00:13<00:08, 9.34it/s]
+ 62%|██████▏ | Computing thresholds ... : 126/204 [00:13<00:08, 9.33it/s]
+ 62%|██████▏ | Computing thresholds ... : 127/204 [00:13<00:08, 9.32it/s]
+ 63%|██████▎ | Computing thresholds ... : 128/204 [00:13<00:08, 9.33it/s]
+ 63%|██████▎ | Computing thresholds ... : 129/204 [00:13<00:08, 9.32it/s]
+ 64%|██████▎ | Computing thresholds ... : 130/204 [00:13<00:07, 9.32it/s]
+ 64%|██████▍ | Computing thresholds ... : 131/204 [00:14<00:07, 9.32it/s]
+ 65%|██████▍ | Computing thresholds ... : 132/204 [00:14<00:07, 9.33it/s]
+ 65%|██████▌ | Computing thresholds ... : 133/204 [00:14<00:07, 9.33it/s]
+ 66%|██████▌ | Computing thresholds ... : 134/204 [00:14<00:07, 9.33it/s]
+ 66%|██████▌ | Computing thresholds ... : 135/204 [00:14<00:07, 9.32it/s]
+ 67%|██████▋ | Computing thresholds ... : 136/204 [00:14<00:07, 9.32it/s]
+ 67%|██████▋ | Computing thresholds ... : 137/204 [00:14<00:07, 9.31it/s]
+ 68%|██████▊ | Computing thresholds ... : 138/204 [00:14<00:07, 9.31it/s]
+ 68%|██████▊ | Computing thresholds ... : 139/204 [00:14<00:06, 9.31it/s]
+ 69%|██████▊ | Computing thresholds ... : 140/204 [00:15<00:06, 9.30it/s]
+ 69%|██████▉ | Computing thresholds ... : 141/204 [00:15<00:06, 9.31it/s]
+ 70%|██████▉ | Computing thresholds ... : 142/204 [00:15<00:06, 9.31it/s]
+ 70%|███████ | Computing thresholds ... : 143/204 [00:15<00:06, 9.31it/s]
+ 71%|███████ | Computing thresholds ... : 144/204 [00:15<00:06, 9.31it/s]
+ 71%|███████ | Computing thresholds ... : 145/204 [00:15<00:06, 9.31it/s]
+ 72%|███████▏ | Computing thresholds ... : 146/204 [00:15<00:06, 9.31it/s]
+ 72%|███████▏ | Computing thresholds ... : 147/204 [00:15<00:06, 9.31it/s]
+ 73%|███████▎ | Computing thresholds ... : 148/204 [00:15<00:06, 9.31it/s]
+ 73%|███████▎ | Computing thresholds ... : 149/204 [00:16<00:05, 9.32it/s]
+ 74%|███████▎ | Computing thresholds ... : 150/204 [00:16<00:05, 9.32it/s]
+ 74%|███████▍ | Computing thresholds ... : 151/204 [00:16<00:05, 9.32it/s]
+ 75%|███████▍ | Computing thresholds ... : 152/204 [00:16<00:05, 9.32it/s]
+ 75%|███████▌ | Computing thresholds ... : 153/204 [00:16<00:05, 9.33it/s]
+ 75%|███████▌ | Computing thresholds ... : 154/204 [00:16<00:05, 9.33it/s]
+ 76%|███████▌ | Computing thresholds ... : 155/204 [00:16<00:05, 9.33it/s]
+ 76%|███████▋ | Computing thresholds ... : 156/204 [00:16<00:05, 9.33it/s]
+ 77%|███████▋ | Computing thresholds ... : 157/204 [00:16<00:05, 9.33it/s]
+ 77%|███████▋ | Computing thresholds ... : 158/204 [00:16<00:04, 9.33it/s]
+ 78%|███████▊ | Computing thresholds ... : 159/204 [00:17<00:04, 9.33it/s]
+ 78%|███████▊ | Computing thresholds ... : 160/204 [00:17<00:04, 9.34it/s]
+ 79%|███████▉ | Computing thresholds ... : 161/204 [00:17<00:04, 9.34it/s]
+ 79%|███████▉ | Computing thresholds ... : 162/204 [00:17<00:04, 9.35it/s]
+ 80%|███████▉ | Computing thresholds ... : 163/204 [00:17<00:04, 9.35it/s]
+ 80%|████████ | Computing thresholds ... : 164/204 [00:17<00:04, 9.35it/s]
+ 81%|████████ | Computing thresholds ... : 165/204 [00:17<00:04, 9.35it/s]
+ 81%|████████▏ | Computing thresholds ... : 166/204 [00:17<00:04, 9.35it/s]
+ 82%|████████▏ | Computing thresholds ... : 167/204 [00:17<00:03, 9.35it/s]
+ 82%|████████▏ | Computing thresholds ... : 168/204 [00:18<00:03, 9.35it/s]
+ 83%|████████▎ | Computing thresholds ... : 169/204 [00:18<00:03, 9.34it/s]
+ 83%|████████▎ | Computing thresholds ... : 170/204 [00:18<00:03, 9.35it/s]
+ 84%|████████▍ | Computing thresholds ... : 171/204 [00:18<00:03, 9.35it/s]
+ 84%|████████▍ | Computing thresholds ... : 172/204 [00:18<00:03, 9.35it/s]
+ 85%|████████▍ | Computing thresholds ... : 173/204 [00:18<00:03, 9.35it/s]
+ 85%|████████▌ | Computing thresholds ... : 174/204 [00:18<00:03, 9.34it/s]
+ 86%|████████▌ | Computing thresholds ... : 175/204 [00:18<00:03, 9.34it/s]
+ 86%|████████▋ | Computing thresholds ... : 176/204 [00:18<00:03, 9.33it/s]
+ 87%|████████▋ | Computing thresholds ... : 177/204 [00:19<00:02, 9.33it/s]
+ 87%|████████▋ | Computing thresholds ... : 178/204 [00:19<00:02, 9.33it/s]
+ 88%|████████▊ | Computing thresholds ... : 179/204 [00:19<00:02, 9.33it/s]
+ 88%|████████▊ | Computing thresholds ... : 180/204 [00:19<00:02, 9.33it/s]
+ 89%|████████▊ | Computing thresholds ... : 181/204 [00:19<00:02, 9.33it/s]
+ 89%|████████▉ | Computing thresholds ... : 182/204 [00:19<00:02, 9.33it/s]
+ 90%|████████▉ | Computing thresholds ... : 183/204 [00:19<00:02, 9.32it/s]
+ 90%|█████████ | Computing thresholds ... : 184/204 [00:19<00:02, 9.32it/s]
+ 91%|█████████ | Computing thresholds ... : 185/204 [00:19<00:02, 9.32it/s]
+ 91%|█████████ | Computing thresholds ... : 186/204 [00:19<00:01, 9.32it/s]
+ 92%|█████████▏| Computing thresholds ... : 187/204 [00:20<00:01, 9.33it/s]
+ 92%|█████████▏| Computing thresholds ... : 188/204 [00:20<00:01, 9.32it/s]
+ 93%|█████████▎| Computing thresholds ... : 189/204 [00:20<00:01, 9.33it/s]
+ 93%|█████████▎| Computing thresholds ... : 190/204 [00:20<00:01, 9.33it/s]
+ 94%|█████████▎| Computing thresholds ... : 191/204 [00:20<00:01, 9.33it/s]
+ 94%|█████████▍| Computing thresholds ... : 192/204 [00:20<00:01, 9.33it/s]
+ 95%|█████████▍| Computing thresholds ... : 193/204 [00:20<00:01, 9.33it/s]
+ 95%|█████████▌| Computing thresholds ... : 194/204 [00:20<00:01, 9.33it/s]
+ 96%|█████████▌| Computing thresholds ... : 195/204 [00:20<00:00, 9.33it/s]
+ 96%|█████████▌| Computing thresholds ... : 196/204 [00:21<00:00, 9.33it/s]
+ 97%|█████████▋| Computing thresholds ... : 197/204 [00:21<00:00, 9.33it/s]
+ 97%|█████████▋| Computing thresholds ... : 198/204 [00:21<00:00, 9.33it/s]
+ 98%|█████████▊| Computing thresholds ... : 199/204 [00:21<00:00, 9.33it/s]
+ 98%|█████████▊| Computing thresholds ... : 200/204 [00:21<00:00, 9.33it/s]
+ 99%|█████████▊| Computing thresholds ... : 201/204 [00:21<00:00, 9.33it/s]
+ 99%|█████████▉| Computing thresholds ... : 202/204 [00:21<00:00, 9.33it/s]
+100%|█████████▉| Computing thresholds ... : 203/204 [00:21<00:00, 9.33it/s]
+100%|██████████| Computing thresholds ... : 204/204 [00:21<00:00, 9.34it/s]
+100%|██████████| Computing thresholds ... : 204/204 [00:21<00:00, 9.31it/s]
0%| | Repairing epochs : 0/72 [00:00<?, ?it/s]
- 3%|▎ | Repairing epochs : 2/72 [00:00<00:00, 88.63it/s]
+ 3%|▎ | Repairing epochs : 2/72 [00:00<00:01, 65.25it/s]
- 6%|▌ | Repairing epochs : 4/72 [00:00<00:00, 88.83it/s]
+ 6%|▌ | Repairing epochs : 4/72 [00:00<00:01, 65.11it/s]
- 8%|▊ | Repairing epochs : 6/72 [00:00<00:00, 88.78it/s]
+ 8%|▊ | Repairing epochs : 6/72 [00:00<00:01, 65.13it/s]
- 11%|█ | Repairing epochs : 8/72 [00:00<00:00, 88.94it/s]
+ 11%|█ | Repairing epochs : 8/72 [00:00<00:00, 65.14it/s]
- 14%|█▍ | Repairing epochs : 10/72 [00:00<00:00, 89.04it/s]
+ 14%|█▍ | Repairing epochs : 10/72 [00:00<00:00, 65.08it/s]
- 17%|█▋ | Repairing epochs : 12/72 [00:00<00:00, 89.14it/s]
+ 17%|█▋ | Repairing epochs : 12/72 [00:00<00:00, 65.18it/s]
- 19%|█▉ | Repairing epochs : 14/72 [00:00<00:00, 89.21it/s]
+ 19%|█▉ | Repairing epochs : 14/72 [00:00<00:00, 65.27it/s]
- 22%|██▏ | Repairing epochs : 16/72 [00:00<00:00, 89.33it/s]
+ 22%|██▏ | Repairing epochs : 16/72 [00:00<00:00, 65.37it/s]
- 25%|██▌ | Repairing epochs : 18/72 [00:00<00:00, 89.36it/s]
+ 25%|██▌ | Repairing epochs : 18/72 [00:00<00:00, 65.43it/s]
- 28%|██▊ | Repairing epochs : 20/72 [00:00<00:00, 89.41it/s]
+ 28%|██▊ | Repairing epochs : 20/72 [00:00<00:00, 65.46it/s]
- 31%|███ | Repairing epochs : 22/72 [00:00<00:00, 89.48it/s]
+ 31%|███ | Repairing epochs : 22/72 [00:00<00:00, 65.52it/s]
- 33%|███▎ | Repairing epochs : 24/72 [00:00<00:00, 89.51it/s]
+ 33%|███▎ | Repairing epochs : 24/72 [00:00<00:00, 65.60it/s]
- 36%|███▌ | Repairing epochs : 26/72 [00:00<00:00, 89.51it/s]
+ 36%|███▌ | Repairing epochs : 26/72 [00:00<00:00, 65.60it/s]
- 39%|███▉ | Repairing epochs : 28/72 [00:00<00:00, 89.57it/s]
+ 39%|███▉ | Repairing epochs : 28/72 [00:00<00:00, 65.64it/s]
- 42%|████▏ | Repairing epochs : 30/72 [00:00<00:00, 89.60it/s]
+ 42%|████▏ | Repairing epochs : 30/72 [00:00<00:00, 65.59it/s]
- 44%|████▍ | Repairing epochs : 32/72 [00:00<00:00, 89.66it/s]
+ 44%|████▍ | Repairing epochs : 32/72 [00:00<00:00, 65.52it/s]
- 47%|████▋ | Repairing epochs : 34/72 [00:00<00:00, 89.71it/s]
+ 47%|████▋ | Repairing epochs : 34/72 [00:00<00:00, 65.50it/s]
- 50%|█████ | Repairing epochs : 36/72 [00:00<00:00, 89.69it/s]
+ 50%|█████ | Repairing epochs : 36/72 [00:00<00:00, 65.51it/s]
- 53%|█████▎ | Repairing epochs : 38/72 [00:00<00:00, 89.59it/s]
+ 53%|█████▎ | Repairing epochs : 38/72 [00:00<00:00, 65.53it/s]
- 56%|█████▌ | Repairing epochs : 40/72 [00:00<00:00, 89.43it/s]
+ 56%|█████▌ | Repairing epochs : 40/72 [00:00<00:00, 65.51it/s]
- 58%|█████▊ | Repairing epochs : 42/72 [00:00<00:00, 89.30it/s]
+ 58%|█████▊ | Repairing epochs : 42/72 [00:00<00:00, 65.47it/s]
- 61%|██████ | Repairing epochs : 44/72 [00:00<00:00, 89.12it/s]
+ 61%|██████ | Repairing epochs : 44/72 [00:00<00:00, 65.36it/s]
- 64%|██████▍ | Repairing epochs : 46/72 [00:00<00:00, 88.95it/s]
+ 64%|██████▍ | Repairing epochs : 46/72 [00:00<00:00, 65.34it/s]
- 67%|██████▋ | Repairing epochs : 48/72 [00:00<00:00, 88.80it/s]
+ 67%|██████▋ | Repairing epochs : 48/72 [00:00<00:00, 65.35it/s]
- 69%|██████▉ | Repairing epochs : 50/72 [00:00<00:00, 88.76it/s]
+ 69%|██████▉ | Repairing epochs : 50/72 [00:00<00:00, 65.35it/s]
- 72%|███████▏ | Repairing epochs : 52/72 [00:00<00:00, 88.70it/s]
+ 72%|███████▏ | Repairing epochs : 52/72 [00:00<00:00, 65.36it/s]
- 75%|███████▌ | Repairing epochs : 54/72 [00:00<00:00, 88.65it/s]
+ 75%|███████▌ | Repairing epochs : 54/72 [00:00<00:00, 65.37it/s]
- 78%|███████▊ | Repairing epochs : 56/72 [00:00<00:00, 88.65it/s]
+ 78%|███████▊ | Repairing epochs : 56/72 [00:00<00:00, 65.36it/s]
- 81%|████████ | Repairing epochs : 58/72 [00:00<00:00, 88.64it/s]
+ 81%|████████ | Repairing epochs : 58/72 [00:00<00:00, 65.36it/s]
- 83%|████████▎ | Repairing epochs : 60/72 [00:00<00:00, 88.64it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:00<00:00, 65.32it/s]
- 86%|████████▌ | Repairing epochs : 62/72 [00:00<00:00, 88.61it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:00<00:00, 65.29it/s]
- 89%|████████▉ | Repairing epochs : 64/72 [00:00<00:00, 88.64it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:00<00:00, 65.30it/s]
- 92%|█████████▏| Repairing epochs : 66/72 [00:00<00:00, 88.64it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:01<00:00, 65.28it/s]
- 94%|█████████▍| Repairing epochs : 68/72 [00:00<00:00, 88.66it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:01<00:00, 65.28it/s]
- 97%|█████████▋| Repairing epochs : 70/72 [00:00<00:00, 88.68it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:01<00:00, 65.28it/s]
-100%|██████████| Repairing epochs : 72/72 [00:00<00:00, 88.66it/s]
-100%|██████████| Repairing epochs : 72/72 [00:00<00:00, 88.82it/s]
+100%|██████████| Repairing epochs : 72/72 [00:01<00:00, 65.29it/s]
+100%|██████████| Repairing epochs : 72/72 [00:01<00:00, 65.31it/s]
0%| | n_interp : 0/3 [00:00<?, ?it/s]
@@ -1116,221 +1116,221 @@
0%| | Repairing epochs : 0/72 [00:00<?, ?it/s]
- 1%|▏ | Repairing epochs : 1/72 [00:02<02:47, 2.35s/it]
+ 1%|▏ | Repairing epochs : 1/72 [00:03<03:44, 3.16s/it]
- 3%|▎ | Repairing epochs : 2/72 [00:02<01:24, 1.21s/it]
+ 3%|▎ | Repairing epochs : 2/72 [00:03<01:54, 1.63s/it]
- 4%|▍ | Repairing epochs : 3/72 [00:02<00:57, 1.20it/s]
+ 4%|▍ | Repairing epochs : 3/72 [00:03<01:17, 1.12s/it]
- 6%|▌ | Repairing epochs : 4/72 [00:02<00:43, 1.55it/s]
+ 6%|▌ | Repairing epochs : 4/72 [00:03<00:58, 1.15it/s]
- 7%|▋ | Repairing epochs : 5/72 [00:02<00:35, 1.89it/s]
+ 7%|▋ | Repairing epochs : 5/72 [00:03<00:47, 1.40it/s]
- 8%|▊ | Repairing epochs : 6/72 [00:02<00:29, 2.20it/s]
+ 8%|▊ | Repairing epochs : 6/72 [00:04<00:40, 1.63it/s]
- 10%|▉ | Repairing epochs : 7/72 [00:03<00:25, 2.50it/s]
+ 10%|▉ | Repairing epochs : 7/72 [00:04<00:35, 1.85it/s]
- 11%|█ | Repairing epochs : 8/72 [00:03<00:23, 2.78it/s]
+ 11%|█ | Repairing epochs : 8/72 [00:04<00:31, 2.05it/s]
- 12%|█▎ | Repairing epochs : 9/72 [00:03<00:20, 3.05it/s]
+ 12%|█▎ | Repairing epochs : 9/72 [00:04<00:28, 2.23it/s]
- 14%|█▍ | Repairing epochs : 10/72 [00:03<00:18, 3.28it/s]
+ 14%|█▍ | Repairing epochs : 10/72 [00:04<00:25, 2.39it/s]
- 15%|█▌ | Repairing epochs : 11/72 [00:03<00:17, 3.45it/s]
+ 15%|█▌ | Repairing epochs : 11/72 [00:04<00:23, 2.56it/s]
- 17%|█▋ | Repairing epochs : 12/72 [00:03<00:16, 3.64it/s]
+ 17%|█▋ | Repairing epochs : 12/72 [00:05<00:22, 2.72it/s]
- 18%|█▊ | Repairing epochs : 13/72 [00:03<00:15, 3.85it/s]
+ 18%|█▊ | Repairing epochs : 13/72 [00:05<00:20, 2.87it/s]
- 19%|█▉ | Repairing epochs : 14/72 [00:04<00:14, 4.05it/s]
+ 19%|█▉ | Repairing epochs : 14/72 [00:05<00:19, 3.02it/s]
- 21%|██ | Repairing epochs : 15/72 [00:04<00:13, 4.24it/s]
+ 21%|██ | Repairing epochs : 15/72 [00:05<00:18, 3.15it/s]
- 22%|██▏ | Repairing epochs : 16/72 [00:04<00:12, 4.42it/s]
+ 22%|██▏ | Repairing epochs : 16/72 [00:05<00:17, 3.28it/s]
- 24%|██▎ | Repairing epochs : 17/72 [00:04<00:11, 4.59it/s]
+ 24%|██▎ | Repairing epochs : 17/72 [00:06<00:16, 3.40it/s]
- 25%|██▌ | Repairing epochs : 18/72 [00:04<00:11, 4.75it/s]
+ 25%|██▌ | Repairing epochs : 18/72 [00:06<00:15, 3.52it/s]
- 26%|██▋ | Repairing epochs : 19/72 [00:04<00:10, 4.91it/s]
+ 26%|██▋ | Repairing epochs : 19/72 [00:06<00:14, 3.63it/s]
- 28%|██▊ | Repairing epochs : 20/72 [00:04<00:10, 5.05it/s]
+ 28%|██▊ | Repairing epochs : 20/72 [00:06<00:13, 3.73it/s]
- 29%|██▉ | Repairing epochs : 21/72 [00:05<00:09, 5.19it/s]
+ 29%|██▉ | Repairing epochs : 21/72 [00:06<00:13, 3.83it/s]
- 31%|███ | Repairing epochs : 22/72 [00:05<00:09, 5.32it/s]
+ 31%|███ | Repairing epochs : 22/72 [00:06<00:12, 3.92it/s]
- 32%|███▏ | Repairing epochs : 23/72 [00:05<00:08, 5.45it/s]
+ 32%|███▏ | Repairing epochs : 23/72 [00:07<00:12, 4.01it/s]
- 33%|███▎ | Repairing epochs : 24/72 [00:05<00:08, 5.56it/s]
+ 33%|███▎ | Repairing epochs : 24/72 [00:07<00:11, 4.09it/s]
- 35%|███▍ | Repairing epochs : 25/72 [00:05<00:08, 5.67it/s]
+ 35%|███▍ | Repairing epochs : 25/72 [00:07<00:11, 4.17it/s]
- 36%|███▌ | Repairing epochs : 26/72 [00:05<00:07, 5.78it/s]
+ 36%|███▌ | Repairing epochs : 26/72 [00:07<00:10, 4.24it/s]
- 38%|███▊ | Repairing epochs : 27/72 [00:05<00:07, 5.88it/s]
+ 38%|███▊ | Repairing epochs : 27/72 [00:07<00:10, 4.31it/s]
- 39%|███▉ | Repairing epochs : 28/72 [00:05<00:07, 5.97it/s]
+ 39%|███▉ | Repairing epochs : 28/72 [00:08<00:10, 4.38it/s]
- 40%|████ | Repairing epochs : 29/72 [00:06<00:07, 6.03it/s]
+ 40%|████ | Repairing epochs : 29/72 [00:08<00:09, 4.44it/s]
- 42%|████▏ | Repairing epochs : 30/72 [00:06<00:06, 6.01it/s]
+ 42%|████▏ | Repairing epochs : 30/72 [00:08<00:09, 4.50it/s]
- 43%|████▎ | Repairing epochs : 31/72 [00:06<00:06, 6.02it/s]
+ 43%|████▎ | Repairing epochs : 31/72 [00:08<00:08, 4.56it/s]
- 44%|████▍ | Repairing epochs : 32/72 [00:06<00:06, 6.10it/s]
+ 44%|████▍ | Repairing epochs : 32/72 [00:08<00:08, 4.61it/s]
- 46%|████▌ | Repairing epochs : 33/72 [00:06<00:06, 6.19it/s]
+ 46%|████▌ | Repairing epochs : 33/72 [00:08<00:08, 4.66it/s]
- 47%|████▋ | Repairing epochs : 34/72 [00:06<00:06, 6.27it/s]
+ 47%|████▋ | Repairing epochs : 34/72 [00:09<00:08, 4.71it/s]
- 49%|████▊ | Repairing epochs : 35/72 [00:06<00:05, 6.34it/s]
+ 49%|████▊ | Repairing epochs : 35/72 [00:09<00:07, 4.76it/s]
- 50%|█████ | Repairing epochs : 36/72 [00:07<00:05, 6.41it/s]
+ 50%|█████ | Repairing epochs : 36/72 [00:09<00:07, 4.80it/s]
- 51%|█████▏ | Repairing epochs : 37/72 [00:07<00:05, 6.44it/s]
+ 51%|█████▏ | Repairing epochs : 37/72 [00:09<00:07, 4.84it/s]
- 53%|█████▎ | Repairing epochs : 38/72 [00:07<00:05, 6.40it/s]
+ 53%|█████▎ | Repairing epochs : 38/72 [00:09<00:06, 4.88it/s]
- 54%|█████▍ | Repairing epochs : 39/72 [00:07<00:05, 6.43it/s]
+ 54%|█████▍ | Repairing epochs : 39/72 [00:09<00:06, 4.92it/s]
- 56%|█████▌ | Repairing epochs : 40/72 [00:07<00:05, 6.39it/s]
+ 56%|█████▌ | Repairing epochs : 40/72 [00:10<00:06, 4.95it/s]
- 57%|█████▋ | Repairing epochs : 41/72 [00:07<00:04, 6.42it/s]
+ 57%|█████▋ | Repairing epochs : 41/72 [00:10<00:06, 4.98it/s]
- 58%|█████▊ | Repairing epochs : 42/72 [00:07<00:04, 6.49it/s]
+ 58%|█████▊ | Repairing epochs : 42/72 [00:10<00:05, 5.01it/s]
- 60%|█████▉ | Repairing epochs : 43/72 [00:08<00:04, 6.55it/s]
+ 60%|█████▉ | Repairing epochs : 43/72 [00:10<00:05, 5.04it/s]
- 61%|██████ | Repairing epochs : 44/72 [00:08<00:04, 6.61it/s]
+ 61%|██████ | Repairing epochs : 44/72 [00:10<00:05, 5.07it/s]
- 62%|██████▎ | Repairing epochs : 45/72 [00:08<00:04, 6.67it/s]
+ 62%|██████▎ | Repairing epochs : 45/72 [00:11<00:05, 5.10it/s]
- 64%|██████▍ | Repairing epochs : 46/72 [00:08<00:03, 6.72it/s]
+ 64%|██████▍ | Repairing epochs : 46/72 [00:11<00:05, 5.12it/s]
- 65%|██████▌ | Repairing epochs : 47/72 [00:08<00:03, 6.77it/s]
+ 65%|██████▌ | Repairing epochs : 47/72 [00:11<00:04, 5.15it/s]
- 67%|██████▋ | Repairing epochs : 48/72 [00:08<00:03, 6.82it/s]
+ 67%|██████▋ | Repairing epochs : 48/72 [00:11<00:04, 5.17it/s]
- 68%|██████▊ | Repairing epochs : 49/72 [00:08<00:03, 6.87it/s]
+ 68%|██████▊ | Repairing epochs : 49/72 [00:11<00:04, 5.19it/s]
- 69%|██████▉ | Repairing epochs : 50/72 [00:08<00:03, 6.88it/s]
+ 69%|██████▉ | Repairing epochs : 50/72 [00:11<00:04, 5.22it/s]
- 71%|███████ | Repairing epochs : 51/72 [00:09<00:03, 6.80it/s]
+ 71%|███████ | Repairing epochs : 51/72 [00:12<00:04, 5.24it/s]
- 72%|███████▏ | Repairing epochs : 52/72 [00:09<00:02, 6.85it/s]
+ 72%|███████▏ | Repairing epochs : 52/72 [00:12<00:03, 5.26it/s]
- 74%|███████▎ | Repairing epochs : 53/72 [00:09<00:02, 6.90it/s]
+ 74%|███████▎ | Repairing epochs : 53/72 [00:12<00:03, 5.27it/s]
- 75%|███████▌ | Repairing epochs : 54/72 [00:09<00:02, 6.94it/s]
+ 75%|███████▌ | Repairing epochs : 54/72 [00:12<00:03, 5.29it/s]
- 76%|███████▋ | Repairing epochs : 55/72 [00:09<00:02, 6.98it/s]
+ 76%|███████▋ | Repairing epochs : 55/72 [00:12<00:03, 5.31it/s]
- 78%|███████▊ | Repairing epochs : 56/72 [00:09<00:02, 7.02it/s]
+ 78%|███████▊ | Repairing epochs : 56/72 [00:13<00:03, 5.32it/s]
- 79%|███████▉ | Repairing epochs : 57/72 [00:09<00:02, 7.06it/s]
+ 79%|███████▉ | Repairing epochs : 57/72 [00:13<00:02, 5.34it/s]
- 81%|████████ | Repairing epochs : 58/72 [00:10<00:01, 7.09it/s]
+ 81%|████████ | Repairing epochs : 58/72 [00:13<00:02, 5.35it/s]
- 82%|████████▏ | Repairing epochs : 59/72 [00:10<00:01, 7.13it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:13<00:02, 5.36it/s]
- 83%|████████▎ | Repairing epochs : 60/72 [00:10<00:01, 7.16it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:13<00:02, 5.38it/s]
- 85%|████████▍ | Repairing epochs : 61/72 [00:10<00:01, 7.19it/s]
+ 85%|████████▍ | Repairing epochs : 61/72 [00:13<00:02, 5.39it/s]
- 86%|████████▌ | Repairing epochs : 62/72 [00:10<00:01, 7.22it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:14<00:01, 5.40it/s]
- 88%|████████▊ | Repairing epochs : 63/72 [00:10<00:01, 7.25it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:14<00:01, 5.41it/s]
- 89%|████████▉ | Repairing epochs : 64/72 [00:10<00:01, 7.24it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:14<00:01, 5.42it/s]
- 90%|█████████ | Repairing epochs : 65/72 [00:10<00:00, 7.15it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:14<00:01, 5.43it/s]
- 92%|█████████▏| Repairing epochs : 66/72 [00:11<00:00, 7.19it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:14<00:01, 5.44it/s]
- 93%|█████████▎| Repairing epochs : 67/72 [00:11<00:00, 7.18it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:14<00:00, 5.45it/s]
- 94%|█████████▍| Repairing epochs : 68/72 [00:11<00:00, 7.09it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:15<00:00, 5.46it/s]
- 96%|█████████▌| Repairing epochs : 69/72 [00:11<00:00, 7.06it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:15<00:00, 5.47it/s]
- 97%|█████████▋| Repairing epochs : 70/72 [00:11<00:00, 6.97it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:15<00:00, 5.48it/s]
- 99%|█████████▊| Repairing epochs : 71/72 [00:11<00:00, 6.98it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:15<00:00, 5.48it/s]
-100%|██████████| Repairing epochs : 72/72 [00:12<00:00, 7.01it/s]
-100%|██████████| Repairing epochs : 72/72 [00:12<00:00, 5.98it/s]
+100%|██████████| Repairing epochs : 72/72 [00:15<00:00, 5.49it/s]
+100%|██████████| Repairing epochs : 72/72 [00:15<00:00, 4.54it/s]
@@ -1339,267 +1339,267 @@
- 10%|█ | Fold : 1/10 [00:00<00:01, 6.90it/s]
+ 10%|█ | Fold : 1/10 [00:00<00:01, 5.32it/s]
- 20%|██ | Fold : 2/10 [00:00<00:01, 7.56it/s]
+ 20%|██ | Fold : 2/10 [00:00<00:01, 5.84it/s]
- 30%|███ | Fold : 3/10 [00:00<00:00, 7.95it/s]
+ 30%|███ | Fold : 3/10 [00:00<00:01, 6.06it/s]
- 40%|████ | Fold : 4/10 [00:00<00:00, 8.10it/s]
+ 40%|████ | Fold : 4/10 [00:00<00:00, 6.12it/s]
- 50%|█████ | Fold : 5/10 [00:00<00:00, 8.25it/s]
+ 50%|█████ | Fold : 5/10 [00:00<00:00, 6.15it/s]
- 60%|██████ | Fold : 6/10 [00:00<00:00, 8.36it/s]
+ 60%|██████ | Fold : 6/10 [00:00<00:00, 6.22it/s]
- 70%|███████ | Fold : 7/10 [00:00<00:00, 8.44it/s]
+ 70%|███████ | Fold : 7/10 [00:01<00:00, 6.29it/s]
- 80%|████████ | Fold : 8/10 [00:00<00:00, 8.48it/s]
+ 80%|████████ | Fold : 8/10 [00:01<00:00, 6.35it/s]
- 90%|█████████ | Fold : 9/10 [00:01<00:00, 8.54it/s]
+ 90%|█████████ | Fold : 9/10 [00:01<00:00, 6.44it/s]
-100%|██████████| Fold : 10/10 [00:01<00:00, 8.59it/s]
-100%|██████████| Fold : 10/10 [00:01<00:00, 8.52it/s]
+100%|██████████| Fold : 10/10 [00:01<00:00, 6.49it/s]
+100%|██████████| Fold : 10/10 [00:01<00:00, 6.44it/s]
- 33%|███▎ | n_interp : 1/3 [00:13<00:26, 13.46s/it]
+ 33%|███▎ | n_interp : 1/3 [00:17<00:35, 17.78s/it]
0%| | Repairing epochs : 0/72 [00:00<?, ?it/s]
- 1%|▏ | Repairing epochs : 1/72 [00:00<00:06, 10.66it/s]
+ 1%|▏ | Repairing epochs : 1/72 [00:00<00:09, 7.86it/s]
- 3%|▎ | Repairing epochs : 2/72 [00:00<00:07, 9.06it/s]
+ 3%|▎ | Repairing epochs : 2/72 [00:00<00:10, 6.61it/s]
- 4%|▍ | Repairing epochs : 3/72 [00:00<00:07, 8.65it/s]
+ 4%|▍ | Repairing epochs : 3/72 [00:00<00:10, 6.28it/s]
- 6%|▌ | Repairing epochs : 4/72 [00:00<00:08, 8.46it/s]
+ 6%|▌ | Repairing epochs : 4/72 [00:00<00:11, 6.13it/s]
- 7%|▋ | Repairing epochs : 5/72 [00:00<00:08, 8.34it/s]
+ 7%|▋ | Repairing epochs : 5/72 [00:00<00:11, 6.03it/s]
- 8%|▊ | Repairing epochs : 6/72 [00:00<00:07, 8.27it/s]
+ 8%|▊ | Repairing epochs : 6/72 [00:00<00:11, 5.97it/s]
- 10%|▉ | Repairing epochs : 7/72 [00:00<00:07, 8.21it/s]
+ 10%|▉ | Repairing epochs : 7/72 [00:01<00:10, 5.93it/s]
- 11%|█ | Repairing epochs : 8/72 [00:00<00:07, 8.15it/s]
+ 11%|█ | Repairing epochs : 8/72 [00:01<00:10, 5.90it/s]
- 12%|█▎ | Repairing epochs : 9/72 [00:01<00:07, 8.12it/s]
+ 12%|█▎ | Repairing epochs : 9/72 [00:01<00:10, 5.87it/s]
- 14%|█▍ | Repairing epochs : 10/72 [00:01<00:07, 8.09it/s]
+ 14%|█▍ | Repairing epochs : 10/72 [00:01<00:10, 5.86it/s]
- 15%|█▌ | Repairing epochs : 11/72 [00:01<00:07, 8.08it/s]
+ 15%|█▌ | Repairing epochs : 11/72 [00:01<00:10, 5.84it/s]
- 17%|█▋ | Repairing epochs : 12/72 [00:01<00:07, 8.07it/s]
+ 17%|█▋ | Repairing epochs : 12/72 [00:02<00:10, 5.82it/s]
- 18%|█▊ | Repairing epochs : 13/72 [00:01<00:07, 8.05it/s]
+ 18%|█▊ | Repairing epochs : 13/72 [00:02<00:10, 5.81it/s]
- 19%|█▉ | Repairing epochs : 14/72 [00:01<00:07, 8.03it/s]
+ 19%|█▉ | Repairing epochs : 14/72 [00:02<00:10, 5.80it/s]
- 21%|██ | Repairing epochs : 15/72 [00:01<00:07, 8.03it/s]
+ 21%|██ | Repairing epochs : 15/72 [00:02<00:09, 5.79it/s]
- 22%|██▏ | Repairing epochs : 16/72 [00:01<00:06, 8.02it/s]
+ 22%|██▏ | Repairing epochs : 16/72 [00:02<00:09, 5.78it/s]
- 24%|██▎ | Repairing epochs : 17/72 [00:02<00:06, 8.01it/s]
+ 24%|██▎ | Repairing epochs : 17/72 [00:02<00:09, 5.77it/s]
- 25%|██▌ | Repairing epochs : 18/72 [00:02<00:06, 8.01it/s]
+ 25%|██▌ | Repairing epochs : 18/72 [00:03<00:09, 5.77it/s]
- 26%|██▋ | Repairing epochs : 19/72 [00:02<00:06, 8.00it/s]
+ 26%|██▋ | Repairing epochs : 19/72 [00:03<00:09, 5.77it/s]
- 28%|██▊ | Repairing epochs : 20/72 [00:02<00:06, 7.94it/s]
+ 28%|██▊ | Repairing epochs : 20/72 [00:03<00:09, 5.76it/s]
- 29%|██▉ | Repairing epochs : 21/72 [00:02<00:06, 7.73it/s]
+ 29%|██▉ | Repairing epochs : 21/72 [00:03<00:08, 5.76it/s]
- 31%|███ | Repairing epochs : 22/72 [00:02<00:06, 7.69it/s]
+ 31%|███ | Repairing epochs : 22/72 [00:03<00:08, 5.76it/s]
- 32%|███▏ | Repairing epochs : 23/72 [00:02<00:06, 7.51it/s]
+ 32%|███▏ | Repairing epochs : 23/72 [00:03<00:08, 5.75it/s]
- 33%|███▎ | Repairing epochs : 24/72 [00:03<00:06, 7.55it/s]
+ 33%|███▎ | Repairing epochs : 24/72 [00:04<00:08, 5.75it/s]
- 35%|███▍ | Repairing epochs : 25/72 [00:03<00:06, 7.57it/s]
+ 35%|███▍ | Repairing epochs : 25/72 [00:04<00:08, 5.75it/s]
- 36%|███▌ | Repairing epochs : 26/72 [00:03<00:06, 7.59it/s]
+ 36%|███▌ | Repairing epochs : 26/72 [00:04<00:08, 5.75it/s]
- 38%|███▊ | Repairing epochs : 27/72 [00:03<00:05, 7.62it/s]
+ 38%|███▊ | Repairing epochs : 27/72 [00:04<00:07, 5.75it/s]
- 39%|███▉ | Repairing epochs : 28/72 [00:03<00:05, 7.63it/s]
+ 39%|███▉ | Repairing epochs : 28/72 [00:04<00:07, 5.75it/s]
- 40%|████ | Repairing epochs : 29/72 [00:03<00:05, 7.65it/s]
+ 40%|████ | Repairing epochs : 29/72 [00:05<00:07, 5.75it/s]
- 42%|████▏ | Repairing epochs : 30/72 [00:03<00:05, 7.67it/s]
+ 42%|████▏ | Repairing epochs : 30/72 [00:05<00:07, 5.75it/s]
- 43%|████▎ | Repairing epochs : 31/72 [00:03<00:05, 7.69it/s]
+ 43%|████▎ | Repairing epochs : 31/72 [00:05<00:07, 5.75it/s]
- 44%|████▍ | Repairing epochs : 32/72 [00:04<00:05, 7.70it/s]
+ 44%|████▍ | Repairing epochs : 32/72 [00:05<00:06, 5.74it/s]
- 46%|████▌ | Repairing epochs : 33/72 [00:04<00:05, 7.72it/s]
+ 46%|████▌ | Repairing epochs : 33/72 [00:05<00:06, 5.74it/s]
- 47%|████▋ | Repairing epochs : 34/72 [00:04<00:04, 7.73it/s]
+ 47%|████▋ | Repairing epochs : 34/72 [00:05<00:06, 5.74it/s]
- 49%|████▊ | Repairing epochs : 35/72 [00:04<00:04, 7.75it/s]
+ 49%|████▊ | Repairing epochs : 35/72 [00:06<00:06, 5.73it/s]
- 50%|█████ | Repairing epochs : 36/72 [00:04<00:04, 7.75it/s]
+ 50%|█████ | Repairing epochs : 36/72 [00:06<00:06, 5.73it/s]
- 51%|█████▏ | Repairing epochs : 37/72 [00:04<00:04, 7.77it/s]
+ 51%|█████▏ | Repairing epochs : 37/72 [00:06<00:06, 5.73it/s]
- 53%|█████▎ | Repairing epochs : 38/72 [00:04<00:04, 7.78it/s]
+ 53%|█████▎ | Repairing epochs : 38/72 [00:06<00:05, 5.72it/s]
- 54%|█████▍ | Repairing epochs : 39/72 [00:05<00:04, 7.74it/s]
+ 54%|█████▍ | Repairing epochs : 39/72 [00:06<00:05, 5.72it/s]
- 56%|█████▌ | Repairing epochs : 40/72 [00:05<00:04, 7.60it/s]
+ 56%|█████▌ | Repairing epochs : 40/72 [00:06<00:05, 5.71it/s]
- 57%|█████▋ | Repairing epochs : 41/72 [00:05<00:04, 7.47it/s]
+ 57%|█████▋ | Repairing epochs : 41/72 [00:07<00:05, 5.71it/s]
- 58%|█████▊ | Repairing epochs : 42/72 [00:05<00:04, 7.35it/s]
+ 58%|█████▊ | Repairing epochs : 42/72 [00:07<00:05, 5.71it/s]
- 60%|█████▉ | Repairing epochs : 43/72 [00:05<00:03, 7.35it/s]
+ 60%|█████▉ | Repairing epochs : 43/72 [00:07<00:05, 5.71it/s]
- 61%|██████ | Repairing epochs : 44/72 [00:05<00:03, 7.37it/s]
+ 61%|██████ | Repairing epochs : 44/72 [00:07<00:04, 5.71it/s]
- 62%|██████▎ | Repairing epochs : 45/72 [00:05<00:03, 7.40it/s]
+ 62%|██████▎ | Repairing epochs : 45/72 [00:07<00:04, 5.71it/s]
- 64%|██████▍ | Repairing epochs : 46/72 [00:06<00:03, 7.42it/s]
+ 64%|██████▍ | Repairing epochs : 46/72 [00:08<00:04, 5.71it/s]
- 65%|██████▌ | Repairing epochs : 47/72 [00:06<00:03, 7.44it/s]
+ 65%|██████▌ | Repairing epochs : 47/72 [00:08<00:04, 5.71it/s]
- 67%|██████▋ | Repairing epochs : 48/72 [00:06<00:03, 7.47it/s]
+ 67%|██████▋ | Repairing epochs : 48/72 [00:08<00:04, 5.71it/s]
- 68%|██████▊ | Repairing epochs : 49/72 [00:06<00:03, 7.49it/s]
+ 68%|██████▊ | Repairing epochs : 49/72 [00:08<00:04, 5.70it/s]
- 69%|██████▉ | Repairing epochs : 50/72 [00:06<00:02, 7.51it/s]
+ 69%|██████▉ | Repairing epochs : 50/72 [00:08<00:03, 5.70it/s]
- 71%|███████ | Repairing epochs : 51/72 [00:06<00:02, 7.53it/s]
+ 71%|███████ | Repairing epochs : 51/72 [00:08<00:03, 5.67it/s]
- 72%|███████▏ | Repairing epochs : 52/72 [00:06<00:02, 7.55it/s]
+ 72%|███████▏ | Repairing epochs : 52/72 [00:09<00:03, 5.61it/s]
- 74%|███████▎ | Repairing epochs : 53/72 [00:06<00:02, 7.56it/s]
+ 74%|███████▎ | Repairing epochs : 53/72 [00:09<00:03, 5.61it/s]
- 75%|███████▌ | Repairing epochs : 54/72 [00:07<00:02, 7.58it/s]
+ 75%|███████▌ | Repairing epochs : 54/72 [00:09<00:03, 5.62it/s]
- 76%|███████▋ | Repairing epochs : 55/72 [00:07<00:02, 7.59it/s]
+ 76%|███████▋ | Repairing epochs : 55/72 [00:09<00:03, 5.62it/s]
- 78%|███████▊ | Repairing epochs : 56/72 [00:07<00:02, 7.61it/s]
+ 78%|███████▊ | Repairing epochs : 56/72 [00:09<00:02, 5.63it/s]
- 79%|███████▉ | Repairing epochs : 57/72 [00:07<00:01, 7.62it/s]
+ 79%|███████▉ | Repairing epochs : 57/72 [00:09<00:02, 5.63it/s]
- 81%|████████ | Repairing epochs : 58/72 [00:07<00:01, 7.60it/s]
+ 81%|████████ | Repairing epochs : 58/72 [00:10<00:02, 5.63it/s]
- 82%|████████▏ | Repairing epochs : 59/72 [00:07<00:01, 7.48it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:10<00:02, 5.64it/s]
- 83%|████████▎ | Repairing epochs : 60/72 [00:07<00:01, 7.40it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:10<00:02, 5.64it/s]
- 85%|████████▍ | Repairing epochs : 61/72 [00:08<00:01, 7.42it/s]
+ 85%|████████▍ | Repairing epochs : 61/72 [00:10<00:01, 5.64it/s]
- 86%|████████▌ | Repairing epochs : 62/72 [00:08<00:01, 7.44it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:10<00:01, 5.65it/s]
- 88%|████████▊ | Repairing epochs : 63/72 [00:08<00:01, 7.47it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:11<00:01, 5.65it/s]
- 89%|████████▉ | Repairing epochs : 64/72 [00:08<00:01, 7.49it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:11<00:01, 5.66it/s]
- 90%|█████████ | Repairing epochs : 65/72 [00:08<00:00, 7.51it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:11<00:01, 5.66it/s]
- 92%|█████████▏| Repairing epochs : 66/72 [00:08<00:00, 7.53it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:11<00:01, 5.66it/s]
- 93%|█████████▎| Repairing epochs : 67/72 [00:08<00:00, 7.55it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:11<00:00, 5.67it/s]
- 94%|█████████▍| Repairing epochs : 68/72 [00:08<00:00, 7.56it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:11<00:00, 5.67it/s]
- 96%|█████████▌| Repairing epochs : 69/72 [00:09<00:00, 7.58it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:12<00:00, 5.67it/s]
- 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00, 7.59it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:12<00:00, 5.67it/s]
- 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00, 7.61it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:12<00:00, 5.68it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00, 7.55it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00, 7.61it/s]
+100%|██████████| Repairing epochs : 72/72 [00:12<00:00, 5.68it/s]
+100%|██████████| Repairing epochs : 72/72 [00:12<00:00, 5.71it/s]
@@ -1608,267 +1608,267 @@
- 10%|█ | Fold : 1/10 [00:00<00:01, 5.97it/s]
+ 10%|█ | Fold : 1/10 [00:00<00:01, 5.57it/s]
- 20%|██ | Fold : 2/10 [00:00<00:01, 7.03it/s]
+ 20%|██ | Fold : 2/10 [00:00<00:01, 6.20it/s]
- 30%|███ | Fold : 3/10 [00:00<00:00, 7.60it/s]
+ 30%|███ | Fold : 3/10 [00:00<00:01, 6.27it/s]
- 40%|████ | Fold : 4/10 [00:00<00:00, 7.84it/s]
+ 40%|████ | Fold : 4/10 [00:00<00:00, 6.46it/s]
- 50%|█████ | Fold : 5/10 [00:00<00:00, 8.06it/s]
+ 50%|█████ | Fold : 5/10 [00:00<00:00, 6.64it/s]
- 60%|██████ | Fold : 6/10 [00:00<00:00, 8.21it/s]
+ 60%|██████ | Fold : 6/10 [00:00<00:00, 6.75it/s]
- 70%|███████ | Fold : 7/10 [00:00<00:00, 8.32it/s]
+ 70%|███████ | Fold : 7/10 [00:01<00:00, 6.82it/s]
- 80%|████████ | Fold : 8/10 [00:00<00:00, 8.39it/s]
+ 80%|████████ | Fold : 8/10 [00:01<00:00, 6.81it/s]
- 90%|█████████ | Fold : 9/10 [00:01<00:00, 8.43it/s]
+ 90%|█████████ | Fold : 9/10 [00:01<00:00, 6.79it/s]
-100%|██████████| Fold : 10/10 [00:01<00:00, 8.50it/s]
-100%|██████████| Fold : 10/10 [00:01<00:00, 8.40it/s]
+100%|██████████| Fold : 10/10 [00:01<00:00, 6.77it/s]
+100%|██████████| Fold : 10/10 [00:01<00:00, 6.74it/s]
- 67%|██████▋ | n_interp : 2/3 [00:24<00:12, 12.14s/it]
+ 67%|██████▋ | n_interp : 2/3 [00:32<00:16, 16.07s/it]
0%| | Repairing epochs : 0/72 [00:00<?, ?it/s]
- 1%|▏ | Repairing epochs : 1/72 [00:00<00:07, 9.75it/s]
+ 1%|▏ | Repairing epochs : 1/72 [00:00<00:08, 8.33it/s]
- 3%|▎ | Repairing epochs : 2/72 [00:00<00:08, 8.01it/s]
+ 3%|▎ | Repairing epochs : 2/72 [00:00<00:10, 6.77it/s]
- 4%|▍ | Repairing epochs : 3/72 [00:00<00:08, 7.98it/s]
+ 4%|▍ | Repairing epochs : 3/72 [00:00<00:10, 6.38it/s]
- 6%|▌ | Repairing epochs : 4/72 [00:00<00:08, 7.97it/s]
+ 6%|▌ | Repairing epochs : 4/72 [00:00<00:10, 6.20it/s]
- 7%|▋ | Repairing epochs : 5/72 [00:00<00:08, 7.95it/s]
+ 7%|▋ | Repairing epochs : 5/72 [00:00<00:11, 6.08it/s]
- 8%|▊ | Repairing epochs : 6/72 [00:00<00:08, 7.96it/s]
+ 8%|▊ | Repairing epochs : 6/72 [00:00<00:10, 6.02it/s]
- 10%|▉ | Repairing epochs : 7/72 [00:00<00:08, 7.94it/s]
+ 10%|▉ | Repairing epochs : 7/72 [00:01<00:10, 5.96it/s]
- 11%|█ | Repairing epochs : 8/72 [00:01<00:08, 7.94it/s]
+ 11%|█ | Repairing epochs : 8/72 [00:01<00:10, 5.92it/s]
- 12%|█▎ | Repairing epochs : 9/72 [00:01<00:07, 7.94it/s]
+ 12%|█▎ | Repairing epochs : 9/72 [00:01<00:10, 5.90it/s]
- 14%|█▍ | Repairing epochs : 10/72 [00:01<00:07, 7.94it/s]
+ 14%|█▍ | Repairing epochs : 10/72 [00:01<00:10, 5.88it/s]
- 15%|█▌ | Repairing epochs : 11/72 [00:01<00:07, 7.96it/s]
+ 15%|█▌ | Repairing epochs : 11/72 [00:01<00:10, 5.88it/s]
- 17%|█▋ | Repairing epochs : 12/72 [00:01<00:07, 7.95it/s]
+ 17%|█▋ | Repairing epochs : 12/72 [00:02<00:10, 5.86it/s]
- 18%|█▊ | Repairing epochs : 13/72 [00:01<00:07, 7.94it/s]
+ 18%|█▊ | Repairing epochs : 13/72 [00:02<00:10, 5.84it/s]
- 19%|█▉ | Repairing epochs : 14/72 [00:01<00:07, 7.94it/s]
+ 19%|█▉ | Repairing epochs : 14/72 [00:02<00:09, 5.83it/s]
- 21%|██ | Repairing epochs : 15/72 [00:01<00:07, 7.96it/s]
+ 21%|██ | Repairing epochs : 15/72 [00:02<00:09, 5.83it/s]
- 22%|██▏ | Repairing epochs : 16/72 [00:02<00:07, 7.97it/s]
+ 22%|██▏ | Repairing epochs : 16/72 [00:02<00:09, 5.83it/s]
- 24%|██▎ | Repairing epochs : 17/72 [00:02<00:06, 7.97it/s]
+ 24%|██▎ | Repairing epochs : 17/72 [00:02<00:09, 5.83it/s]
- 25%|██▌ | Repairing epochs : 18/72 [00:02<00:06, 7.97it/s]
+ 25%|██▌ | Repairing epochs : 18/72 [00:03<00:09, 5.82it/s]
- 26%|██▋ | Repairing epochs : 19/72 [00:02<00:06, 7.97it/s]
+ 26%|██▋ | Repairing epochs : 19/72 [00:03<00:09, 5.81it/s]
- 28%|██▊ | Repairing epochs : 20/72 [00:02<00:06, 7.98it/s]
+ 28%|██▊ | Repairing epochs : 20/72 [00:03<00:08, 5.82it/s]
- 29%|██▉ | Repairing epochs : 21/72 [00:02<00:06, 8.00it/s]
+ 29%|██▉ | Repairing epochs : 21/72 [00:03<00:08, 5.82it/s]
- 31%|███ | Repairing epochs : 22/72 [00:02<00:06, 8.00it/s]
+ 31%|███ | Repairing epochs : 22/72 [00:03<00:08, 5.82it/s]
- 32%|███▏ | Repairing epochs : 23/72 [00:02<00:06, 8.00it/s]
+ 32%|███▏ | Repairing epochs : 23/72 [00:03<00:08, 5.82it/s]
- 33%|███▎ | Repairing epochs : 24/72 [00:03<00:06, 8.00it/s]
+ 33%|███▎ | Repairing epochs : 24/72 [00:04<00:08, 5.72it/s]
- 35%|███▍ | Repairing epochs : 25/72 [00:03<00:05, 8.01it/s]
+ 35%|███▍ | Repairing epochs : 25/72 [00:04<00:08, 5.64it/s]
- 36%|███▌ | Repairing epochs : 26/72 [00:03<00:05, 8.01it/s]
+ 36%|███▌ | Repairing epochs : 26/72 [00:04<00:08, 5.65it/s]
- 38%|███▊ | Repairing epochs : 27/72 [00:03<00:05, 8.01it/s]
+ 38%|███▊ | Repairing epochs : 27/72 [00:04<00:07, 5.66it/s]
- 39%|███▉ | Repairing epochs : 28/72 [00:03<00:05, 8.01it/s]
+ 39%|███▉ | Repairing epochs : 28/72 [00:04<00:07, 5.67it/s]
- 40%|████ | Repairing epochs : 29/72 [00:03<00:05, 8.01it/s]
+ 40%|████ | Repairing epochs : 29/72 [00:05<00:07, 5.68it/s]
- 42%|████▏ | Repairing epochs : 30/72 [00:03<00:05, 8.00it/s]
+ 42%|████▏ | Repairing epochs : 30/72 [00:05<00:07, 5.68it/s]
- 43%|████▎ | Repairing epochs : 31/72 [00:03<00:05, 8.00it/s]
+ 43%|████▎ | Repairing epochs : 31/72 [00:05<00:07, 5.68it/s]
- 44%|████▍ | Repairing epochs : 32/72 [00:04<00:04, 8.00it/s]
+ 44%|████▍ | Repairing epochs : 32/72 [00:05<00:07, 5.69it/s]
- 46%|████▌ | Repairing epochs : 33/72 [00:04<00:04, 8.00it/s]
+ 46%|████▌ | Repairing epochs : 33/72 [00:05<00:06, 5.69it/s]
- 47%|████▋ | Repairing epochs : 34/72 [00:04<00:04, 7.94it/s]
+ 47%|████▋ | Repairing epochs : 34/72 [00:05<00:06, 5.69it/s]
- 49%|████▊ | Repairing epochs : 35/72 [00:04<00:04, 7.79it/s]
+ 49%|████▊ | Repairing epochs : 35/72 [00:06<00:06, 5.70it/s]
- 50%|█████ | Repairing epochs : 36/72 [00:04<00:04, 7.77it/s]
+ 50%|█████ | Repairing epochs : 36/72 [00:06<00:06, 5.71it/s]
- 51%|█████▏ | Repairing epochs : 37/72 [00:04<00:04, 7.78it/s]
+ 51%|█████▏ | Repairing epochs : 37/72 [00:06<00:06, 5.71it/s]
- 53%|█████▎ | Repairing epochs : 38/72 [00:04<00:04, 7.79it/s]
+ 53%|█████▎ | Repairing epochs : 38/72 [00:06<00:05, 5.71it/s]
- 54%|█████▍ | Repairing epochs : 39/72 [00:04<00:04, 7.81it/s]
+ 54%|█████▍ | Repairing epochs : 39/72 [00:06<00:05, 5.72it/s]
- 56%|█████▌ | Repairing epochs : 40/72 [00:05<00:04, 7.82it/s]
+ 56%|█████▌ | Repairing epochs : 40/72 [00:06<00:05, 5.72it/s]
- 57%|█████▋ | Repairing epochs : 41/72 [00:05<00:03, 7.82it/s]
+ 57%|█████▋ | Repairing epochs : 41/72 [00:07<00:05, 5.72it/s]
- 58%|█████▊ | Repairing epochs : 42/72 [00:05<00:03, 7.84it/s]
+ 58%|█████▊ | Repairing epochs : 42/72 [00:07<00:05, 5.73it/s]
- 60%|█████▉ | Repairing epochs : 43/72 [00:05<00:03, 7.84it/s]
+ 60%|█████▉ | Repairing epochs : 43/72 [00:07<00:05, 5.73it/s]
- 61%|██████ | Repairing epochs : 44/72 [00:05<00:03, 7.85it/s]
+ 61%|██████ | Repairing epochs : 44/72 [00:07<00:04, 5.73it/s]
- 62%|██████▎ | Repairing epochs : 45/72 [00:05<00:03, 7.86it/s]
+ 62%|██████▎ | Repairing epochs : 45/72 [00:07<00:04, 5.73it/s]
- 64%|██████▍ | Repairing epochs : 46/72 [00:05<00:03, 7.88it/s]
+ 64%|██████▍ | Repairing epochs : 46/72 [00:07<00:04, 5.74it/s]
- 65%|██████▌ | Repairing epochs : 47/72 [00:05<00:03, 7.89it/s]
+ 65%|██████▌ | Repairing epochs : 47/72 [00:08<00:04, 5.74it/s]
- 67%|██████▋ | Repairing epochs : 48/72 [00:06<00:03, 7.90it/s]
+ 67%|██████▋ | Repairing epochs : 48/72 [00:08<00:04, 5.75it/s]
- 68%|██████▊ | Repairing epochs : 49/72 [00:06<00:02, 7.91it/s]
+ 68%|██████▊ | Repairing epochs : 49/72 [00:08<00:03, 5.75it/s]
- 69%|██████▉ | Repairing epochs : 50/72 [00:06<00:02, 7.91it/s]
+ 69%|██████▉ | Repairing epochs : 50/72 [00:08<00:03, 5.75it/s]
- 71%|███████ | Repairing epochs : 51/72 [00:06<00:02, 7.92it/s]
+ 71%|███████ | Repairing epochs : 51/72 [00:08<00:03, 5.70it/s]
- 72%|███████▏ | Repairing epochs : 52/72 [00:06<00:02, 7.93it/s]
+ 72%|███████▏ | Repairing epochs : 52/72 [00:09<00:03, 5.63it/s]
- 74%|███████▎ | Repairing epochs : 53/72 [00:06<00:02, 7.93it/s]
+ 74%|███████▎ | Repairing epochs : 53/72 [00:09<00:03, 5.55it/s]
- 75%|███████▌ | Repairing epochs : 54/72 [00:06<00:02, 7.94it/s]
+ 75%|███████▌ | Repairing epochs : 54/72 [00:09<00:03, 5.51it/s]
- 76%|███████▋ | Repairing epochs : 55/72 [00:06<00:02, 7.95it/s]
+ 76%|███████▋ | Repairing epochs : 55/72 [00:09<00:03, 5.52it/s]
- 78%|███████▊ | Repairing epochs : 56/72 [00:07<00:02, 7.95it/s]
+ 78%|███████▊ | Repairing epochs : 56/72 [00:09<00:02, 5.53it/s]
- 79%|███████▉ | Repairing epochs : 57/72 [00:07<00:01, 7.95it/s]
+ 79%|███████▉ | Repairing epochs : 57/72 [00:10<00:02, 5.54it/s]
- 81%|████████ | Repairing epochs : 58/72 [00:07<00:01, 7.95it/s]
+ 81%|████████ | Repairing epochs : 58/72 [00:10<00:02, 5.55it/s]
- 82%|████████▏ | Repairing epochs : 59/72 [00:07<00:01, 7.95it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:10<00:02, 5.55it/s]
- 83%|████████▎ | Repairing epochs : 60/72 [00:07<00:01, 7.96it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:10<00:02, 5.54it/s]
- 85%|████████▍ | Repairing epochs : 61/72 [00:07<00:01, 7.96it/s]
+ 85%|████████▍ | Repairing epochs : 61/72 [00:10<00:02, 5.47it/s]
- 86%|████████▌ | Repairing epochs : 62/72 [00:07<00:01, 7.97it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:11<00:01, 5.40it/s]
- 88%|████████▊ | Repairing epochs : 63/72 [00:07<00:01, 7.97it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:11<00:01, 5.34it/s]
- 89%|████████▉ | Repairing epochs : 64/72 [00:08<00:01, 7.98it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:11<00:01, 5.29it/s]
- 90%|█████████ | Repairing epochs : 65/72 [00:08<00:00, 7.96it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:11<00:01, 5.25it/s]
- 92%|█████████▏| Repairing epochs : 66/72 [00:08<00:00, 7.82it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:11<00:01, 5.24it/s]
- 93%|█████████▎| Repairing epochs : 67/72 [00:08<00:00, 7.78it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:12<00:00, 5.26it/s]
- 94%|█████████▍| Repairing epochs : 68/72 [00:08<00:00, 7.66it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:12<00:00, 5.20it/s]
- 96%|█████████▌| Repairing epochs : 69/72 [00:08<00:00, 7.68it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:12<00:00, 5.22it/s]
- 97%|█████████▋| Repairing epochs : 70/72 [00:08<00:00, 7.70it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:12<00:00, 5.25it/s]
- 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00, 7.72it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:12<00:00, 5.27it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00, 7.73it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00, 7.86it/s]
+100%|██████████| Repairing epochs : 72/72 [00:13<00:00, 5.29it/s]
+100%|██████████| Repairing epochs : 72/72 [00:13<00:00, 5.53it/s]
@@ -1877,48 +1877,48 @@
- 10%|█ | Fold : 1/10 [00:00<00:01, 6.24it/s]
+ 10%|█ | Fold : 1/10 [00:00<00:01, 5.71it/s]
- 20%|██ | Fold : 2/10 [00:00<00:01, 7.62it/s]
+ 20%|██ | Fold : 2/10 [00:00<00:01, 6.43it/s]
- 30%|███ | Fold : 3/10 [00:00<00:00, 8.39it/s]
+ 30%|███ | Fold : 3/10 [00:00<00:01, 6.77it/s]
- 40%|████ | Fold : 4/10 [00:00<00:00, 8.80it/s]
+ 40%|████ | Fold : 4/10 [00:00<00:00, 6.89it/s]
- 50%|█████ | Fold : 5/10 [00:00<00:00, 9.07it/s]
+ 50%|█████ | Fold : 5/10 [00:00<00:00, 7.03it/s]
- 60%|██████ | Fold : 6/10 [00:00<00:00, 9.24it/s]
+ 60%|██████ | Fold : 6/10 [00:00<00:00, 7.11it/s]
- 70%|███████ | Fold : 7/10 [00:00<00:00, 9.38it/s]
+ 70%|███████ | Fold : 7/10 [00:00<00:00, 7.14it/s]
- 80%|████████ | Fold : 8/10 [00:00<00:00, 9.48it/s]
+ 80%|████████ | Fold : 8/10 [00:01<00:00, 7.18it/s]
- 90%|█████████ | Fold : 9/10 [00:00<00:00, 9.59it/s]
+ 90%|█████████ | Fold : 9/10 [00:01<00:00, 7.21it/s]
-100%|██████████| Fold : 10/10 [00:01<00:00, 9.65it/s]
-100%|██████████| Fold : 10/10 [00:01<00:00, 9.52it/s]
+100%|██████████| Fold : 10/10 [00:01<00:00, 7.22it/s]
+100%|██████████| Fold : 10/10 [00:01<00:00, 7.17it/s]
-100%|██████████| n_interp : 3/3 [00:34<00:00, 11.49s/it]
-100%|██████████| n_interp : 3/3 [00:34<00:00, 11.54s/it]
+100%|██████████| n_interp : 3/3 [00:46<00:00, 15.52s/it]
+100%|██████████| n_interp : 3/3 [00:46<00:00, 15.58s/it]
@@ -1930,221 +1930,221 @@
0%| | Repairing epochs : 0/72 [00:00<?, ?it/s]
- 1%|▏ | Repairing epochs : 1/72 [00:00<00:06, 10.56it/s]
+ 1%|▏ | Repairing epochs : 1/72 [00:00<00:10, 6.72it/s]
- 3%|▎ | Repairing epochs : 2/72 [00:00<00:07, 8.99it/s]
+ 3%|▎ | Repairing epochs : 2/72 [00:00<00:13, 5.26it/s]
- 4%|▍ | Repairing epochs : 3/72 [00:00<00:08, 8.56it/s]
+ 4%|▍ | Repairing epochs : 3/72 [00:00<00:12, 5.32it/s]
- 6%|▌ | Repairing epochs : 4/72 [00:00<00:08, 8.35it/s]
+ 6%|▌ | Repairing epochs : 4/72 [00:00<00:12, 5.41it/s]
- 7%|▋ | Repairing epochs : 5/72 [00:00<00:08, 8.23it/s]
+ 7%|▋ | Repairing epochs : 5/72 [00:00<00:12, 5.46it/s]
- 8%|▊ | Repairing epochs : 6/72 [00:00<00:08, 8.17it/s]
+ 8%|▊ | Repairing epochs : 6/72 [00:01<00:12, 5.50it/s]
- 10%|▉ | Repairing epochs : 7/72 [00:00<00:08, 8.12it/s]
+ 10%|▉ | Repairing epochs : 7/72 [00:01<00:11, 5.51it/s]
- 11%|█ | Repairing epochs : 8/72 [00:00<00:07, 8.09it/s]
+ 11%|█ | Repairing epochs : 8/72 [00:01<00:11, 5.53it/s]
- 12%|█▎ | Repairing epochs : 9/72 [00:01<00:07, 8.06it/s]
+ 12%|█▎ | Repairing epochs : 9/72 [00:01<00:11, 5.55it/s]
- 14%|█▍ | Repairing epochs : 10/72 [00:01<00:07, 8.05it/s]
+ 14%|█▍ | Repairing epochs : 10/72 [00:01<00:11, 5.57it/s]
- 15%|█▌ | Repairing epochs : 11/72 [00:01<00:07, 8.03it/s]
+ 15%|█▌ | Repairing epochs : 11/72 [00:01<00:10, 5.58it/s]
- 17%|█▋ | Repairing epochs : 12/72 [00:01<00:07, 8.03it/s]
+ 17%|█▋ | Repairing epochs : 12/72 [00:02<00:10, 5.58it/s]
- 18%|█▊ | Repairing epochs : 13/72 [00:01<00:07, 8.01it/s]
+ 18%|█▊ | Repairing epochs : 13/72 [00:02<00:10, 5.59it/s]
- 19%|█▉ | Repairing epochs : 14/72 [00:01<00:07, 8.00it/s]
+ 19%|█▉ | Repairing epochs : 14/72 [00:02<00:10, 5.59it/s]
- 21%|██ | Repairing epochs : 15/72 [00:01<00:07, 8.00it/s]
+ 21%|██ | Repairing epochs : 15/72 [00:02<00:10, 5.60it/s]
- 22%|██▏ | Repairing epochs : 16/72 [00:01<00:07, 7.99it/s]
+ 22%|██▏ | Repairing epochs : 16/72 [00:02<00:09, 5.61it/s]
- 24%|██▎ | Repairing epochs : 17/72 [00:02<00:06, 7.99it/s]
+ 24%|██▎ | Repairing epochs : 17/72 [00:03<00:09, 5.61it/s]
- 25%|██▌ | Repairing epochs : 18/72 [00:02<00:06, 7.98it/s]
+ 25%|██▌ | Repairing epochs : 18/72 [00:03<00:09, 5.61it/s]
- 26%|██▋ | Repairing epochs : 19/72 [00:02<00:06, 7.98it/s]
+ 26%|██▋ | Repairing epochs : 19/72 [00:03<00:09, 5.61it/s]
- 28%|██▊ | Repairing epochs : 20/72 [00:02<00:06, 7.97it/s]
+ 28%|██▊ | Repairing epochs : 20/72 [00:03<00:09, 5.62it/s]
- 29%|██▉ | Repairing epochs : 21/72 [00:02<00:06, 7.97it/s]
+ 29%|██▉ | Repairing epochs : 21/72 [00:03<00:09, 5.62it/s]
- 31%|███ | Repairing epochs : 22/72 [00:02<00:06, 7.97it/s]
+ 31%|███ | Repairing epochs : 22/72 [00:03<00:08, 5.62it/s]
- 32%|███▏ | Repairing epochs : 23/72 [00:02<00:06, 7.96it/s]
+ 32%|███▏ | Repairing epochs : 23/72 [00:04<00:08, 5.62it/s]
- 33%|███▎ | Repairing epochs : 24/72 [00:03<00:06, 7.96it/s]
+ 33%|███▎ | Repairing epochs : 24/72 [00:04<00:08, 5.62it/s]
- 35%|███▍ | Repairing epochs : 25/72 [00:03<00:05, 7.96it/s]
+ 35%|███▍ | Repairing epochs : 25/72 [00:04<00:08, 5.62it/s]
- 36%|███▌ | Repairing epochs : 26/72 [00:03<00:05, 7.96it/s]
+ 36%|███▌ | Repairing epochs : 26/72 [00:04<00:08, 5.62it/s]
- 38%|███▊ | Repairing epochs : 27/72 [00:03<00:05, 7.95it/s]
+ 38%|███▊ | Repairing epochs : 27/72 [00:04<00:08, 5.62it/s]
- 39%|███▉ | Repairing epochs : 28/72 [00:03<00:05, 7.95it/s]
+ 39%|███▉ | Repairing epochs : 28/72 [00:04<00:07, 5.63it/s]
- 40%|████ | Repairing epochs : 29/72 [00:03<00:05, 7.95it/s]
+ 40%|████ | Repairing epochs : 29/72 [00:05<00:07, 5.63it/s]
- 42%|████▏ | Repairing epochs : 30/72 [00:03<00:05, 7.95it/s]
+ 42%|████▏ | Repairing epochs : 30/72 [00:05<00:07, 5.63it/s]
- 43%|████▎ | Repairing epochs : 31/72 [00:03<00:05, 7.94it/s]
+ 43%|████▎ | Repairing epochs : 31/72 [00:05<00:07, 5.63it/s]
- 44%|████▍ | Repairing epochs : 32/72 [00:04<00:05, 7.94it/s]
+ 44%|████▍ | Repairing epochs : 32/72 [00:05<00:07, 5.63it/s]
- 46%|████▌ | Repairing epochs : 33/72 [00:04<00:04, 7.94it/s]
+ 46%|████▌ | Repairing epochs : 33/72 [00:05<00:06, 5.63it/s]
- 47%|████▋ | Repairing epochs : 34/72 [00:04<00:04, 7.94it/s]
+ 47%|████▋ | Repairing epochs : 34/72 [00:06<00:06, 5.63it/s]
- 49%|████▊ | Repairing epochs : 35/72 [00:04<00:04, 7.94it/s]
+ 49%|████▊ | Repairing epochs : 35/72 [00:06<00:06, 5.63it/s]
- 50%|█████ | Repairing epochs : 36/72 [00:04<00:04, 7.94it/s]
+ 50%|█████ | Repairing epochs : 36/72 [00:06<00:06, 5.63it/s]
- 51%|█████▏ | Repairing epochs : 37/72 [00:04<00:04, 7.94it/s]
+ 51%|█████▏ | Repairing epochs : 37/72 [00:06<00:06, 5.64it/s]
- 53%|█████▎ | Repairing epochs : 38/72 [00:04<00:04, 7.94it/s]
+ 53%|█████▎ | Repairing epochs : 38/72 [00:06<00:06, 5.64it/s]
- 54%|█████▍ | Repairing epochs : 39/72 [00:04<00:04, 7.93it/s]
+ 54%|█████▍ | Repairing epochs : 39/72 [00:06<00:05, 5.64it/s]
- 56%|█████▌ | Repairing epochs : 40/72 [00:05<00:04, 7.93it/s]
+ 56%|█████▌ | Repairing epochs : 40/72 [00:07<00:05, 5.64it/s]
- 57%|█████▋ | Repairing epochs : 41/72 [00:05<00:03, 7.89it/s]
+ 57%|█████▋ | Repairing epochs : 41/72 [00:07<00:05, 5.64it/s]
- 58%|█████▊ | Repairing epochs : 42/72 [00:05<00:03, 7.73it/s]
+ 58%|█████▊ | Repairing epochs : 42/72 [00:07<00:05, 5.64it/s]
- 60%|█████▉ | Repairing epochs : 43/72 [00:05<00:03, 7.68it/s]
+ 60%|█████▉ | Repairing epochs : 43/72 [00:07<00:05, 5.64it/s]
- 61%|██████ | Repairing epochs : 44/72 [00:05<00:03, 7.53it/s]
+ 61%|██████ | Repairing epochs : 44/72 [00:07<00:04, 5.64it/s]
- 62%|██████▎ | Repairing epochs : 45/72 [00:05<00:03, 7.41it/s]
+ 62%|██████▎ | Repairing epochs : 45/72 [00:08<00:04, 5.63it/s]
- 64%|██████▍ | Repairing epochs : 46/72 [00:05<00:03, 7.41it/s]
+ 64%|██████▍ | Repairing epochs : 46/72 [00:08<00:04, 5.64it/s]
- 65%|██████▌ | Repairing epochs : 47/72 [00:06<00:03, 7.43it/s]
+ 65%|██████▌ | Repairing epochs : 47/72 [00:08<00:04, 5.64it/s]
- 67%|██████▋ | Repairing epochs : 48/72 [00:06<00:03, 7.45it/s]
+ 67%|██████▋ | Repairing epochs : 48/72 [00:08<00:04, 5.64it/s]
- 68%|██████▊ | Repairing epochs : 49/72 [00:06<00:03, 7.47it/s]
+ 68%|██████▊ | Repairing epochs : 49/72 [00:08<00:04, 5.64it/s]
- 69%|██████▉ | Repairing epochs : 50/72 [00:06<00:02, 7.49it/s]
+ 69%|██████▉ | Repairing epochs : 50/72 [00:08<00:03, 5.64it/s]
- 71%|███████ | Repairing epochs : 51/72 [00:06<00:02, 7.51it/s]
+ 71%|███████ | Repairing epochs : 51/72 [00:09<00:03, 5.64it/s]
- 72%|███████▏ | Repairing epochs : 52/72 [00:06<00:02, 7.53it/s]
+ 72%|███████▏ | Repairing epochs : 52/72 [00:09<00:03, 5.64it/s]
- 74%|███████▎ | Repairing epochs : 53/72 [00:06<00:02, 7.55it/s]
+ 74%|███████▎ | Repairing epochs : 53/72 [00:09<00:03, 5.64it/s]
- 75%|███████▌ | Repairing epochs : 54/72 [00:06<00:02, 7.57it/s]
+ 75%|███████▌ | Repairing epochs : 54/72 [00:09<00:03, 5.64it/s]
- 76%|███████▋ | Repairing epochs : 55/72 [00:07<00:02, 7.58it/s]
+ 76%|███████▋ | Repairing epochs : 55/72 [00:09<00:03, 5.64it/s]
- 78%|███████▊ | Repairing epochs : 56/72 [00:07<00:02, 7.60it/s]
+ 78%|███████▊ | Repairing epochs : 56/72 [00:09<00:02, 5.64it/s]
- 79%|███████▉ | Repairing epochs : 57/72 [00:07<00:01, 7.61it/s]
+ 79%|███████▉ | Repairing epochs : 57/72 [00:10<00:02, 5.65it/s]
- 81%|████████ | Repairing epochs : 58/72 [00:07<00:01, 7.61it/s]
+ 81%|████████ | Repairing epochs : 58/72 [00:10<00:02, 5.65it/s]
- 82%|████████▏ | Repairing epochs : 59/72 [00:07<00:01, 7.63it/s]
+ 82%|████████▏ | Repairing epochs : 59/72 [00:10<00:02, 5.64it/s]
- 83%|████████▎ | Repairing epochs : 60/72 [00:07<00:01, 7.64it/s]
+ 83%|████████▎ | Repairing epochs : 60/72 [00:10<00:02, 5.65it/s]
- 85%|████████▍ | Repairing epochs : 61/72 [00:07<00:01, 7.65it/s]
+ 85%|████████▍ | Repairing epochs : 61/72 [00:10<00:01, 5.65it/s]
- 86%|████████▌ | Repairing epochs : 62/72 [00:07<00:01, 7.67it/s]
+ 86%|████████▌ | Repairing epochs : 62/72 [00:11<00:01, 5.65it/s]
- 88%|████████▊ | Repairing epochs : 63/72 [00:08<00:01, 7.68it/s]
+ 88%|████████▊ | Repairing epochs : 63/72 [00:11<00:01, 5.65it/s]
- 89%|████████▉ | Repairing epochs : 64/72 [00:08<00:01, 7.65it/s]
+ 89%|████████▉ | Repairing epochs : 64/72 [00:11<00:01, 5.65it/s]
- 90%|█████████ | Repairing epochs : 65/72 [00:08<00:00, 7.53it/s]
+ 90%|█████████ | Repairing epochs : 65/72 [00:11<00:01, 5.65it/s]
- 92%|█████████▏| Repairing epochs : 66/72 [00:08<00:00, 7.55it/s]
+ 92%|█████████▏| Repairing epochs : 66/72 [00:11<00:01, 5.65it/s]
- 93%|█████████▎| Repairing epochs : 67/72 [00:08<00:00, 7.57it/s]
+ 93%|█████████▎| Repairing epochs : 67/72 [00:11<00:00, 5.65it/s]
- 94%|█████████▍| Repairing epochs : 68/72 [00:08<00:00, 7.59it/s]
+ 94%|█████████▍| Repairing epochs : 68/72 [00:12<00:00, 5.65it/s]
- 96%|█████████▌| Repairing epochs : 69/72 [00:08<00:00, 7.57it/s]
+ 96%|█████████▌| Repairing epochs : 69/72 [00:12<00:00, 5.65it/s]
- 97%|█████████▋| Repairing epochs : 70/72 [00:09<00:00, 7.48it/s]
+ 97%|█████████▋| Repairing epochs : 70/72 [00:12<00:00, 5.65it/s]
- 99%|█████████▊| Repairing epochs : 71/72 [00:09<00:00, 7.50it/s]
+ 99%|█████████▊| Repairing epochs : 71/72 [00:12<00:00, 5.65it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00, 7.52it/s]
-100%|██████████| Repairing epochs : 72/72 [00:09<00:00, 7.69it/s]
+100%|██████████| Repairing epochs : 72/72 [00:12<00:00, 5.65it/s]
+100%|██████████| Repairing epochs : 72/72 [00:12<00:00, 5.63it/s]
No bad epochs were found for your data. Returning a copy of the data you wanted to clean. Interpolation may have been done.
NOTE: pick_channels() is a legacy function. New code should use inst.pick(...).
NOTE: pick_channels() is a legacy function. New code should use inst.pick(...).
@@ -2189,7 +2189,7 @@
<Figure size 1200x600 with 1 Axes>
-Total running time of the script: (1 minutes 32.265 seconds)
+Total running time of the script: (2 minutes 6.742 seconds)
ICAFitting ICA to data using 32 channels (please be patient, this may take a while)
Selecting by non-zero PCA components: 32 components
-Fitting ICA took 3.2s.
+Fitting ICA took 5.5s.
Fitting ICA to data using 32 channels (please be patient, this may take a while)
Selecting by non-zero PCA components: 32 components
-Fitting ICA took 3.2s.
+Fitting ICA took 5.5s.
