rmcewen/logo_test
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
f2ae80c9e514cbd67a0946a9dc2dae8d0ce4b772
logo_test/test_results/similarity_analysis/finetuned_similarity_20260105_113827.txt
Rick McEwen 440e8fcdb4 Combine all test results in a single directory
2026-01-07 10:22:54 -05:00

375 lines
101 KiB
Plaintext
Raw Blame History

11:50:06 - INFO - Initializing logo detector with embedding model: models/logo_detection/clip_finetuned
11:50:07 - INFO - Initializing DetectLogosDETR on device: cuda:0
11:50:07 - INFO - DETR model: No local model found, will download from HuggingFace: Pravallika6/detr-finetuned-logo-detection_v2
11:50:07 - INFO - Loading DETR model: Pravallika6/detr-finetuned-logo-detection_v2
Using a slow image processor as `use_fast` is unset and a slow processor was saved with this model. `use_fast=True` will be the default behavior in v4.52, even if the model was saved with a slow processor. This will result in minor differences in outputs. You'll still be able to use a slow processor with `use_fast=False`.
Device set to use cuda:0
11:50:08 - INFO - Embedding model: No local model found, will download from HuggingFace: models/logo_detection/clip_finetuned
11:50:08 - INFO - Loading fine-tuned CLIP model from: models/logo_detection/clip_finetuned
11:50:08 - INFO - Base model: openai/clip-vit-large-patch14
Using a slow image processor as `use_fast` is unset and a slow processor was saved with this model. `use_fast=True` will be the default behavior in v4.52, even if the model was saved with a slow processor. This will result in minor differences in outputs. You'll still be able to use a slow processor with `use_fast=False`.
11:50:11 - INFO - Fine-tuned CLIP model loaded successfully
11:50:11 - INFO - DetectLogosDETR initialization complete
11:50:11 - INFO - Loading ground truth from database...
11:50:12 - INFO - Loaded ground truth for 158654 test images
11:50:12 - INFO - Sampling 50 reference logos with 3 refs each...
11:50:12 - INFO - Selected 50 reference logos
11:50:12 - INFO - Computing reference logo embeddings...
Reference logos: 0%| | 0/50 [00:00<?, ?it/s]
Reference logos: 2%|▏ | 1/50 [00:00<00:32, 1.50it/s]
Reference logos: 4%|▍ | 2/50 [00:00<00:19, 2.41it/s]
Reference logos: 6%|▌ | 3/50 [00:01<00:15, 3.01it/s]
Reference logos: 8%|▊ | 4/50 [00:01<00:13, 3.41it/s]
Reference logos: 10%|█ | 5/50 [00:01<00:12, 3.69it/s]
Reference logos: 12%|█▏ | 6/50 [00:01<00:11, 3.87it/s]
Reference logos: 14%|█▍ | 7/50 [00:02<00:10, 4.01it/s]
Reference logos: 16%|█▌ | 8/50 [00:02<00:10, 4.10it/s]
Reference logos: 18%|█▊ | 9/50 [00:02<00:09, 4.16it/s]
Reference logos: 20%|██ | 10/50 [00:02<00:09, 4.20it/s]
Reference logos: 22%|██▏ | 11/50 [00:02<00:09, 4.23it/s]
Reference logos: 24%|██▍ | 12/50 [00:03<00:08, 4.25it/s]
Reference logos: 26%|██▌ | 13/50 [00:03<00:08, 4.26it/s]
Reference logos: 28%|██▊ | 14/50 [00:03<00:08, 4.27it/s]
Reference logos: 30%|███ | 15/50 [00:03<00:08, 4.27it/s]
Reference logos: 32%|███▏ | 16/50 [00:04<00:07, 4.28it/s]
Reference logos: 34%|███▍ | 17/50 [00:04<00:07, 4.29it/s]
Reference logos: 36%|███▌ | 18/50 [00:04<00:07, 4.29it/s]
Reference logos: 38%|███▊ | 19/50 [00:04<00:07, 4.30it/s]
Reference logos: 40%|████ | 20/50 [00:05<00:06, 4.29it/s]
Reference logos: 42%|████▏ | 21/50 [00:05<00:06, 4.29it/s]
Reference logos: 44%|████▍ | 22/50 [00:05<00:06, 4.29it/s]
Reference logos: 46%|████▌ | 23/50 [00:05<00:06, 4.30it/s]
Reference logos: 48%|████▊ | 24/50 [00:06<00:06, 4.30it/s]
Reference logos: 50%|█████ | 25/50 [00:06<00:05, 4.30it/s]
Reference logos: 52%|█████▏ | 26/50 [00:06<00:05, 4.30it/s]
Reference logos: 54%|█████▍ | 27/50 [00:06<00:05, 4.30it/s]
Reference logos: 56%|█████▌ | 28/50 [00:06<00:05, 4.30it/s]
Reference logos: 58%|█████▊ | 29/50 [00:07<00:04, 4.30it/s]
Reference logos: 60%|██████ | 30/50 [00:07<00:04, 4.30it/s]
Reference logos: 62%|██████▏ | 31/50 [00:07<00:04, 4.30it/s]
Reference logos: 64%|██████▍ | 32/50 [00:07<00:04, 4.30it/s]
Reference logos: 66%|██████▌ | 33/50 [00:08<00:03, 4.30it/s]
Reference logos: 68%|██████▊ | 34/50 [00:08<00:03, 4.29it/s]
Reference logos: 70%|███████ | 35/50 [00:08<00:03, 4.29it/s]
Reference logos: 72%|███████▏ | 36/50 [00:08<00:03, 4.30it/s]
Reference logos: 74%|███████▍ | 37/50 [00:09<00:03, 4.30it/s]
Reference logos: 76%|███████▌ | 38/50 [00:09<00:02, 4.29it/s]
Reference logos: 78%|███████▊ | 39/50 [00:09<00:02, 4.30it/s]
Reference logos: 80%|████████ | 40/50 [00:09<00:02, 4.28it/s]
Reference logos: 82%|████████▏ | 41/50 [00:09<00:02, 4.29it/s]
Reference logos: 84%|████████▍ | 42/50 [00:10<00:01, 4.29it/s]
Reference logos: 86%|████████▌ | 43/50 [00:10<00:01, 4.28it/s]
Reference logos: 88%|████████▊ | 44/50 [00:10<00:01, 4.29it/s]
Reference logos: 90%|█████████ | 45/50 [00:10<00:01, 4.29it/s]
Reference logos: 92%|█████████▏| 46/50 [00:11<00:00, 4.29it/s]
Reference logos: 94%|█████████▍| 47/50 [00:11<00:00, 4.29it/s]
Reference logos: 96%|█████████▌| 48/50 [00:11<00:00, 4.29it/s]
Reference logos: 98%|█████████▊| 49/50 [00:11<00:00, 4.29it/s]
Reference logos: 100%|██████████| 50/50 [00:12<00:00, 4.30it/s]
Reference logos: 100%|██████████| 50/50 [00:12<00:00, 4.14it/s]
11:50:24 - INFO - Computed 150 embeddings for 50 logos
11:50:24 - INFO - Sampling test images: 5 positive, 20 negative per logo...
11:50:25 - INFO - Selected 1246 unique test images
Testing: 0%| | 0/1246 [00:00<?, ?it/s]
Testing: 0%| | 1/1246 [00:00<17:03, 1.22it/s]
Testing: 0%| | 2/1246 [00:01<12:11, 1.70it/s]
Testing: 0%| | 3/1246 [00:01<09:57, 2.08it/s]
Testing: 0%| | 4/1246 [00:02<10:38, 1.95it/s]
Testing: 0%| | 5/1246 [00:02<10:30, 1.97it/s]
Testing: 0%| | 6/1246 [00:03<11:23, 1.82it/s]
Testing: 1%| | 7/1246 [00:04<15:16, 1.35it/s]
Testing: 1%| | 8/1246 [00:04<12:29, 1.65it/s]
Testing: 1%| | 9/1246 [00:05<12:46, 1.61it/s]
Testing: 1%| | 10/1246 [00:05<11:54, 1.73it/s]You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset
Testing: 1%| | 11/1246 [00:06<11:19, 1.82it/s]
Testing: 1%| | 12/1246 [00:07<12:05, 1.70it/s]
Testing: 1%| | 13/1246 [00:07<11:28, 1.79it/s]
Testing: 1%| | 14/1246 [00:07<10:00, 2.05it/s]
Testing: 1%| | 15/1246 [00:09<16:22, 1.25it/s]
Testing: 1%|▏ | 16/1246 [00:10<15:31, 1.32it/s]
Testing: 1%|▏ | 17/1246 [00:10<13:56, 1.47it/s]
Testing: 1%|▏ | 18/1246 [00:11<13:44, 1.49it/s]
Testing: 2%|▏ | 19/1246 [00:11<13:35, 1.51it/s]
Testing: 2%|▏ | 20/1246 [00:12<13:20, 1.53it/s]
Testing: 2%|▏ | 21/1246 [00:13<14:42, 1.39it/s]
Testing: 2%|▏ | 22/1246 [00:14<14:26, 1.41it/s]
Testing: 2%|▏ | 23/1246 [00:14<12:08, 1.68it/s]
Testing: 2%|▏ | 24/1246 [00:14<11:27, 1.78it/s]
Testing: 2%|▏ | 25/1246 [00:15<13:01, 1.56it/s]
Testing: 2%|▏ | 26/1246 [00:16<12:34, 1.62it/s]
Testing: 2%|▏ | 27/1246 [00:16<12:18, 1.65it/s]
Testing: 2%|▏ | 28/1246 [00:18<16:21, 1.24it/s]
Testing: 2%|▏ | 29/1246 [00:18<13:30, 1.50it/s]
Testing: 2%|▏ | 30/1246 [00:18<12:23, 1.63it/s]
Testing: 2%|▏ | 31/1246 [00:19<10:37, 1.91it/s]
Testing: 3%|▎ | 32/1246 [00:19<11:50, 1.71it/s]
Testing: 3%|▎ | 33/1246 [00:20<12:11, 1.66it/s]
Testing: 3%|▎ | 34/1246 [00:20<10:28, 1.93it/s]
Testing: 3%|▎ | 35/1246 [00:21<10:42, 1.89it/s]
Testing: 3%|▎ | 36/1246 [00:22<11:13, 1.80it/s]
Testing: 3%|▎ | 37/1246 [00:22<09:40, 2.08it/s]
Testing: 3%|▎ | 38/1246 [00:22<09:36, 2.10it/s]
Testing: 3%|▎ | 39/1246 [00:23<08:38, 2.33it/s]
Testing: 3%|▎ | 40/1246 [00:23<10:53, 1.85it/s]
Testing: 3%|▎ | 41/1246 [00:24<11:27, 1.75it/s]
Testing: 3%|▎ | 42/1246 [00:25<14:21, 1.40it/s]
Testing: 3%|▎ | 43/1246 [00:26<14:26, 1.39it/s]
Testing: 4%|▎ | 44/1246 [00:27<13:56, 1.44it/s]
Testing: 4%|▎ | 45/1246 [00:27<13:38, 1.47it/s]
Testing: 4%|▎ | 46/1246 [00:28<13:28, 1.48it/s]
Testing: 4%|▍ | 47/1246 [00:28<11:19, 1.76it/s]
Testing: 4%|▍ | 48/1246 [00:28<09:47, 2.04it/s]
Testing: 4%|▍ | 49/1246 [00:29<11:01, 1.81it/s]
Testing: 4%|▍ | 50/1246 [00:30<10:55, 1.82it/s]
Testing: 4%|▍ | 51/1246 [00:30<11:03, 1.80it/s]
Testing: 4%|▍ | 52/1246 [00:31<10:27, 1.90it/s]
Testing: 4%|▍ | 53/1246 [00:31<09:09, 2.17it/s]
Testing: 4%|▍ | 54/1246 [00:32<09:15, 2.15it/s]
Testing: 4%|▍ | 55/1246 [00:32<11:45, 1.69it/s]
Testing: 4%|▍ | 56/1246 [00:33<11:02, 1.80it/s]
Testing: 5%|▍ | 57/1246 [00:33<10:33, 1.88it/s]
Testing: 5%|▍ | 58/1246 [00:34<11:12, 1.77it/s]
Testing: 5%|▍ | 59/1246 [00:35<11:06, 1.78it/s]
Testing: 5%|▍ | 60/1246 [00:35<11:25, 1.73it/s]
Testing: 5%|▍ | 61/1246 [00:36<10:24, 1.90it/s]
Testing: 5%|▍ | 62/1246 [00:36<09:02, 2.18it/s]
Testing: 5%|▌ | 63/1246 [00:36<07:59, 2.47it/s]
Testing: 5%|▌ | 64/1246 [00:37<09:11, 2.14it/s]
Testing: 5%|▌ | 65/1246 [00:37<08:16, 2.38it/s]
Testing: 5%|▌ | 66/1246 [00:38<08:38, 2.28it/s]
Testing: 5%|▌ | 67/1246 [00:38<10:44, 1.83it/s]
Testing: 5%|▌ | 68/1246 [00:40<15:09, 1.29it/s]
Testing: 6%|▌ | 69/1246 [00:40<14:03, 1.40it/s]
Testing: 6%|▌ | 70/1246 [00:41<12:41, 1.54it/s]
Testing: 6%|▌ | 71/1246 [00:41<11:43, 1.67it/s]
Testing: 6%|▌ | 72/1246 [00:42<10:01, 1.95it/s]
Testing: 6%|▌ | 73/1246 [00:42<08:41, 2.25it/s]
Testing: 6%|▌ | 74/1246 [00:42<09:48, 1.99it/s]
Testing: 6%|▌ | 75/1246 [00:43<08:45, 2.23it/s]
Testing: 6%|▌ | 76/1246 [00:43<06:58, 2.79it/s]
Testing: 6%|▌ | 77/1246 [00:43<07:36, 2.56it/s]
Testing: 6%|▋ | 78/1246 [00:44<07:09, 2.72it/s]
Testing: 6%|▋ | 79/1246 [00:44<08:44, 2.22it/s]
Testing: 6%|▋ | 80/1246 [00:45<09:24, 2.07it/s]
Testing: 7%|▋ | 81/1246 [00:45<07:17, 2.66it/s]
Testing: 7%|▋ | 82/1246 [00:45<06:47, 2.86it/s]
Testing: 7%|▋ | 83/1246 [00:46<08:16, 2.34it/s]
Testing: 7%|▋ | 84/1246 [00:46<08:41, 2.23it/s]
Testing: 7%|▋ | 85/1246 [00:47<09:48, 1.97it/s]
Testing: 7%|▋ | 86/1246 [00:48<11:29, 1.68it/s]
Testing: 7%|▋ | 87/1246 [00:48<09:41, 1.99it/s]
Testing: 7%|▋ | 88/1246 [00:49<09:24, 2.05it/s]
Testing: 7%|▋ | 89/1246 [00:49<07:22, 2.61it/s]
Testing: 7%|▋ | 90/1246 [00:49<08:16, 2.33it/s]
Testing: 7%|▋ | 91/1246 [00:49<06:33, 2.94it/s]
Testing: 7%|▋ | 92/1246 [00:50<06:25, 2.99it/s]
Testing: 7%|▋ | 93/1246 [00:50<07:28, 2.57it/s]
Testing: 8%|▊ | 94/1246 [00:51<07:17, 2.63it/s]
Testing: 8%|▊ | 95/1246 [00:51<08:05, 2.37it/s]
Testing: 8%|▊ | 96/1246 [00:52<09:38, 1.99it/s]
Testing: 8%|▊ | 97/1246 [00:52<09:28, 2.02it/s]
Testing: 8%|▊ | 98/1246 [00:53<10:41, 1.79it/s]
Testing: 8%|▊ | 99/1246 [00:53<08:11, 2.33it/s]
Testing: 8%|▊ | 100/1246 [00:54<10:00, 1.91it/s]
Testing: 8%|▊ | 101/1246 [00:54<10:10, 1.88it/s]
Testing: 8%|▊ | 102/1246 [00:55<09:48, 1.95it/s]
Testing: 8%|▊ | 103/1246 [00:55<09:10, 2.08it/s]
Testing: 8%|▊ | 104/1246 [00:56<09:02, 2.10it/s]
Testing: 8%|▊ | 105/1246 [00:56<09:01, 2.11it/s]
Testing: 9%|▊ | 106/1246 [00:57<11:49, 1.61it/s]
Testing: 9%|▊ | 107/1246 [00:58<13:18, 1.43it/s]
Testing: 9%|▊ | 108/1246 [00:58<11:21, 1.67it/s]
Testing: 9%|▊ | 109/1246 [00:59<10:32, 1.80it/s]
Testing: 9%|▉ | 110/1246 [01:00<12:08, 1.56it/s]
Testing: 9%|▉ | 111/1246 [01:00<10:38, 1.78it/s]
Testing: 9%|▉ | 112/1246 [01:01<10:29, 1.80it/s]
Testing: 9%|▉ | 113/1246 [01:01<09:55, 1.90it/s]
Testing: 9%|▉ | 114/1246 [01:02<13:18, 1.42it/s]
Testing: 9%|▉ | 115/1246 [01:03<13:30, 1.40it/s]
Testing: 9%|▉ | 116/1246 [01:04<12:33, 1.50it/s]
Testing: 9%|▉ | 117/1246 [01:04<10:34, 1.78it/s]
Testing: 9%|▉ | 118/1246 [01:04<10:30, 1.79it/s]
Testing: 10%|▉ | 119/1246 [01:05<09:51, 1.91it/s]
Testing: 10%|▉ | 120/1246 [01:05<09:31, 1.97it/s]
Testing: 10%|▉ | 121/1246 [01:06<08:55, 2.10it/s]
Testing: 10%|▉ | 122/1246 [01:06<08:47, 2.13it/s]
Testing: 10%|▉ | 123/1246 [01:07<07:55, 2.36it/s]
Testing: 10%|▉ | 124/1246 [01:07<08:04, 2.31it/s]
Testing: 10%|█ | 125/1246 [01:07<08:08, 2.30it/s]
Testing: 10%|█ | 126/1246 [01:08<08:12, 2.28it/s]
Testing: 10%|█ | 127/1246 [01:08<08:24, 2.22it/s]
Testing: 10%|█ | 128/1246 [01:09<09:31, 1.96it/s]
Testing: 10%|█ | 129/1246 [01:10<10:17, 1.81it/s]
Testing: 10%|█ | 130/1246 [01:10<08:48, 2.11it/s]
Testing: 11%|█ | 131/1246 [01:11<09:34, 1.94it/s]
Testing: 11%|█ | 132/1246 [01:11<08:32, 2.17it/s]
Testing: 11%|█ | 133/1246 [01:11<07:44, 2.40it/s]
Testing: 11%|█ | 134/1246 [01:12<08:57, 2.07it/s]
Testing: 11%|█ | 135/1246 [01:12<08:56, 2.07it/s]
Testing: 11%|█ | 136/1246 [01:13<08:56, 2.07it/s]
Testing: 11%|█ | 137/1246 [01:13<09:17, 1.99it/s]
Testing: 11%|█ | 138/1246 [01:14<09:51, 1.87it/s]
Testing: 11%|█ | 139/1246 [01:15<10:29, 1.76it/s]
Testing: 11%|█ | 140/1246 [01:15<09:14, 1.99it/s]
Testing: 11%|█▏ | 141/1246 [01:15<08:39, 2.13it/s]
Testing: 11%|█▏ | 142/1246 [01:16<08:32, 2.15it/s]
Testing: 11%|█▏ | 143/1246 [01:16<07:42, 2.39it/s]
Testing: 12%|█▏ | 144/1246 [01:17<12:51, 1.43it/s]
Testing: 12%|█▏ | 145/1246 [01:18<10:52, 1.69it/s]
Testing: 12%|█▏ | 146/1246 [01:18<11:12, 1.63it/s]
Testing: 12%|█▏ | 147/1246 [01:19<10:55, 1.68it/s]
Testing: 12%|█▏ | 148/1246 [01:19<09:26, 1.94it/s]
Testing: 12%|█▏ | 149/1246 [01:20<11:25, 1.60it/s]
Testing: 12%|█▏ | 150/1246 [01:21<12:28, 1.46it/s]
Testing: 12%|█▏ | 151/1246 [01:22<11:46, 1.55it/s]
Testing: 12%|█▏ | 152/1246 [01:22<10:45, 1.70it/s]
Testing: 12%|█▏ | 153/1246 [01:22<09:39, 1.89it/s]
Testing: 12%|█▏ | 154/1246 [01:23<10:27, 1.74it/s]
Testing: 12%|█▏ | 155/1246 [01:24<09:57, 1.83it/s]
Testing: 13%|█▎ | 156/1246 [01:24<09:32, 1.91it/s]
Testing: 13%|█▎ | 157/1246 [01:24<08:25, 2.15it/s]
Testing: 13%|█▎ | 158/1246 [01:25<08:50, 2.05it/s]
Testing: 13%|█▎ | 159/1246 [01:26<13:31, 1.34it/s]
Testing: 13%|█▎ | 160/1246 [01:27<12:40, 1.43it/s]
Testing: 13%|█▎ | 161/1246 [01:27<10:37, 1.70it/s]
Testing: 13%|█▎ | 162/1246 [01:28<10:47, 1.67it/s]
Testing: 13%|█▎ | 163/1246 [01:28<09:19, 1.93it/s]
Testing: 13%|█▎ | 164/1246 [01:29<10:16, 1.75it/s]
Testing: 13%|█▎ | 165/1246 [01:29<09:47, 1.84it/s]
Testing: 13%|█▎ | 166/1246 [01:30<09:28, 1.90it/s]
Testing: 13%|█▎ | 167/1246 [01:31<10:59, 1.64it/s]
Testing: 13%|█▎ | 168/1246 [01:31<10:18, 1.74it/s]
Testing: 14%|█▎ | 169/1246 [01:32<09:47, 1.83it/s]
Testing: 14%|█▎ | 170/1246 [01:32<09:24, 1.91it/s]
Testing: 14%|█▎ | 171/1246 [01:33<10:27, 1.71it/s]
Testing: 14%|█▍ | 172/1246 [01:33<09:50, 1.82it/s]
Testing: 14%|█▍ | 173/1246 [01:34<12:24, 1.44it/s]
Testing: 14%|█▍ | 174/1246 [01:36<16:32, 1.08it/s]
Testing: 14%|█▍ | 175/1246 [01:36<14:20, 1.24it/s]
Testing: 14%|█▍ | 176/1246 [01:37<13:30, 1.32it/s]
Testing: 14%|█▍ | 177/1246 [01:37<11:12, 1.59it/s]
Testing: 14%|█▍ | 178/1246 [01:38<10:33, 1.69it/s]
Testing: 14%|█▍ | 179/1246 [01:38<10:52, 1.63it/s]
Testing: 14%|█▍ | 180/1246 [01:39<09:15, 1.92it/s]
Testing: 15%|█▍ | 181/1246 [01:39<09:49, 1.81it/s]
Testing: 15%|█▍ | 182/1246 [01:40<08:31, 2.08it/s]
Testing: 15%|█▍ | 183/1246 [01:40<07:38, 2.32it/s]
Testing: 15%|█▍ | 184/1246 [01:40<07:17, 2.43it/s]
Testing: 15%|█▍ | 185/1246 [01:41<07:06, 2.49it/s]
Testing: 15%|█▍ | 186/1246 [01:41<06:30, 2.71it/s]
Testing: 15%|█▌ | 187/1246 [01:41<06:06, 2.89it/s]
Testing: 15%|█▌ | 188/1246 [01:42<07:52, 2.24it/s]
Testing: 15%|█▌ | 189/1246 [01:42<07:09, 2.46it/s]
Testing: 15%|█▌ | 190/1246 [01:43<09:06, 1.93it/s]
Testing: 15%|█▌ | 191/1246 [01:44<10:30, 1.67it/s]
Testing: 15%|█▌ | 192/1246 [01:45<10:43, 1.64it/s]
Testing: 15%|█▌ | 193/1246 [01:45<09:09, 1.92it/s]
Testing: 16%|█▌ | 194/1246 [01:45<09:41, 1.81it/s]
Testing: 16%|█▌ | 195/1246 [01:46<10:09, 1.72it/s]
Testing: 16%|█▌ | 196/1246 [01:47<12:59, 1.35it/s]
Testing: 16%|█▌ | 197/1246 [01:47<09:53, 1.77it/s]
Testing: 16%|█▌ | 198/1246 [01:48<09:09, 1.91it/s]
Testing: 16%|█▌ | 199/1246 [01:48<08:06, 2.15it/s]
Testing: 16%|█▌ | 200/1246 [01:49<08:12, 2.12it/s]
Testing: 16%|█▌ | 201/1246 [01:49<07:21, 2.37it/s]
Testing: 16%|█▌ | 202/1246 [01:50<08:47, 1.98it/s]
Testing: 16%|█▋ | 203/1246 [01:51<10:45, 1.62it/s]
Testing: 16%|█▋ | 204/1246 [01:51<09:59, 1.74it/s]
Testing: 16%|█▋ | 205/1246 [01:52<10:19, 1.68it/s]
Testing: 17%|█▋ | 206/1246 [01:52<08:53, 1.95it/s]
Testing: 17%|█▋ | 207/1246 [01:52<07:52, 2.20it/s]
Testing: 17%|█▋ | 208/1246 [01:53<10:50, 1.60it/s]
Testing: 17%|█▋ | 209/1246 [01:54<09:10, 1.88it/s]
Testing: 17%|█▋ | 210/1246 [01:54<08:52, 1.95it/s]
Testing: 17%|█▋ | 211/1246 [01:54<07:55, 2.18it/s]
Testing: 17%|█▋ | 212/1246 [01:55<09:41, 1.78it/s]
Testing: 17%|█▋ | 213/1246 [01:56<09:23, 1.83it/s]
Testing: 17%|█▋ | 214/1246 [01:56<09:53, 1.74it/s]
Testing: 17%|█▋ | 215/1246 [01:57<08:35, 2.00it/s]
Testing: 17%|█▋ | 216/1246 [01:57<08:27, 2.03it/s]
Testing: 17%|█▋ | 217/1246 [01:58<09:12, 1.86it/s]
Testing: 17%|█▋ | 218/1246 [01:58<09:43, 1.76it/s]
Testing: 18%|█▊ | 219/1246 [01:59<07:37, 2.24it/s]
Testing: 18%|█▊ | 220/1246 [01:59<08:14, 2.07it/s]
Testing: 18%|█▊ | 221/1246 [02:00<12:25, 1.38it/s]
Testing: 18%|█▊ | 222/1246 [02:01<12:31, 1.36it/s]
Testing: 18%|█▊ | 223/1246 [02:02<11:12, 1.52it/s]
Testing: 18%|█▊ | 224/1246 [02:02<11:06, 1.53it/s]
Testing: 18%|█▊ | 225/1246 [02:03<09:50, 1.73it/s]
Testing: 18%|█▊ | 226/1246 [02:03<09:35, 1.77it/s]
Testing: 18%|█▊ | 227/1246 [02:04<09:02, 1.88it/s]
Testing: 18%|█▊ | 228/1246 [02:04<08:41, 1.95it/s]
Testing: 18%|█▊ | 229/1246 [02:05<08:55, 1.90it/s]
Testing: 18%|█▊ | 230/1246 [02:05<08:27, 2.00it/s]
Testing: 19%|█▊ | 231/1246 [02:06<08:20, 2.03it/s]
Testing: 19%|█▊ | 232/1246 [02:06<08:19, 2.03it/s]
Testing: 19%|█▊ | 233/1246 [02:07<08:38, 1.95it/s]
Testing: 19%|█▉ | 234/1246 [02:07<07:23, 2.28it/s]
Testing: 19%|█▉ | 235/1246 [02:07<07:30, 2.24it/s]
Testing: 19%|█▉ | 236/1246 [02:08<06:48, 2.48it/s]
Testing: 19%|█▉ | 237/1246 [02:08<07:21, 2.28it/s]
Testing: 19%|█▉ | 238/1246 [02:09<09:01, 1.86it/s]
Testing: 19%|█▉ | 239/1246 [02:10<09:13, 1.82it/s]
Testing: 19%|█▉ | 240/1246 [02:10<08:02, 2.08it/s]
Testing: 19%|█▉ | 241/1246 [02:11<09:35, 1.75it/s]
Testing: 19%|█▉ | 242/1246 [02:11<08:22, 2.00it/s]
Testing: 20%|█▉ | 243/1246 [02:12<09:00, 1.85it/s]
Testing: 20%|█▉ | 244/1246 [02:12<08:40, 1.92it/s]
Testing: 20%|█▉ | 245/1246 [02:13<08:33, 1.95it/s]
Testing: 20%|█▉ | 246/1246 [02:13<07:34, 2.20it/s]
Testing: 20%|█▉ | 247/1246 [02:13<06:54, 2.41it/s]
Testing: 20%|█▉ | 248/1246 [02:14<08:01, 2.07it/s]
Testing: 20%|█▉ | 249/1246 [02:15<09:36, 1.73it/s]
Testing: 20%|██ | 250/1246 [02:15<08:25, 1.97it/s]
Testing: 20%|██ | 251/1246 [02:15<07:31, 2.20it/s]
Testing: 20%|██ | 252/1246 [02:16<07:37, 2.17it/s]
Testing: 20%|██ | 253/1246 [02:16<08:21, 1.98it/s]
Testing: 20%|██ | 254/1246 [02:17<08:13, 2.01it/s]
Testing: 20%|██ | 255/1246 [02:17<08:10, 2.02it/s]
Testing: 21%|██ | 256/1246 [02:18<08:51, 1.86it/s]
Testing: 21%|██ | 257/1246 [02:18<07:46, 2.12it/s]
Testing: 21%|██ | 258/1246 [02:19<07:51, 2.09it/s]
Testing: 21%|██ | 259/1246 [02:19<07:49, 2.10it/s]
Testing: 21%|██ | 260/1246 [02:20<07:49, 2.10it/s]
Testing: 21%|██ | 261/1246 [02:20<07:46, 2.11it/s]
Testing: 21%|██ | 262/1246 [02:21<06:57, 2.36it/s]
Testing: 21%|██ | 263/1246 [02:21<06:24, 2.55it/s]
Testing: 21%|██ | 264/1246 [02:22<07:33, 2.17it/s]
Testing: 21%|██▏ | 265/1246 [02:22<07:37, 2.14it/s]
Testing: 21%|██▏ | 266/1246 [02:23<10:48, 1.51it/s]
Testing: 21%|██▏ | 267/1246 [02:24<09:13, 1.77it/s]
Testing: 22%|██▏ | 268/1246 [02:24<08:50, 1.84it/s]
Testing: 22%|██▏ | 269/1246 [02:25<09:13, 1.76it/s]
Testing: 22%|██▏ | 270/1246 [02:25<10:25, 1.56it/s]
Testing: 22%|██▏ | 271/1246 [02:26<09:37, 1.69it/s]
Testing: 22%|██▏ | 272/1246 [02:26<08:58, 1.81it/s]
Testing: 22%|██▏ | 273/1246 [02:27<10:09, 1.60it/s]
Testing: 22%|██▏ | 274/1246 [02:28<10:15, 1.58it/s]
Testing: 22%|██▏ | 275/1246 [02:29<10:40, 1.52it/s]
Testing: 22%|██▏ | 276/1246 [02:29<09:02, 1.79it/s]
Testing: 22%|██▏ | 277/1246 [02:30<10:10, 1.59it/s]
Testing: 22%|██▏ | 278/1246 [02:31<11:49, 1.37it/s]
Testing: 22%|██▏ | 279/1246 [02:31<09:50, 1.64it/s]
Testing: 22%|██▏ | 280/1246 [02:31<08:30, 1.89it/s]
Testing: 23%|██▎ | 281/1246 [02:32<10:56, 1.47it/s]
Testing: 23%|██▎ | 282/1246 [02:33<09:05, 1.77it/s]
Testing: 23%|██▎ | 283/1246 [02:34<10:37, 1.51it/s]
Testing: 23%|██▎ | 284/1246 [02:34<09:00, 1.78it/s]
Testing: 23%|██▎ | 285/1246 [02:34<08:35, 1.86it/s]
Testing: 23%|██▎ | 286/1246 [02:35<08:20, 1.92it/s]
Testing: 23%|██▎ | 287/1246 [02:35<07:16, 2.20it/s]
Testing: 23%|██▎ | 288/1246 [02:36<07:15, 2.20it/s]
Testing: 23%|██▎ | 289/1246 [02:36<06:59, 2.28it/s]
Testing: 23%|██▎ | 290/1246 [02:36<07:01, 2.27it/s]
Testing: 23%|██▎ | 291/1246 [02:37<06:23, 2.49it/s]
Testing: 23%|██▎ | 292/1246 [02:37<06:36, 2.41it/s]
Testing: 24%|██▎ | 293/1246 [02:38<07:13, 2.20it/s]
Testing: 24%|██▎ | 294/1246 [02:38<07:12, 2.20it/s]
Testing: 24%|██▎ | 295/1246 [02:39<08:03, 1.97it/s]
Testing: 24%|██▍ | 296/1246 [02:39<08:40, 1.82it/s]
Testing: 24%|██▍ | 297/1246 [02:40<08:19, 1.90it/s]
Testing: 24%|██▍ | 298/1246 [02:40<07:18, 2.16it/s]
Testing: 24%|██▍ | 299/1246 [02:41<07:24, 2.13it/s]
Testing: 24%|██▍ | 300/1246 [02:41<07:23, 2.13it/s]
Testing: 24%|██▍ | 301/1246 [02:42<07:28, 2.11it/s]
Testing: 24%|██▍ | 302/1246 [02:42<07:53, 1.99it/s]
Testing: 24%|██▍ | 303/1246 [02:43<07:22, 2.13it/s]
Testing: 24%|██▍ | 304/1246 [02:43<06:33, 2.39it/s]
Testing: 24%|██▍ | 305/1246 [02:43<06:43, 2.33it/s]
Testing: 25%|██▍ | 306/1246 [02:44<07:41, 2.04it/s]
Testing: 25%|██▍ | 307/1246 [02:45<08:22, 1.87it/s]
Testing: 25%|██▍ | 308/1246 [02:45<08:52, 1.76it/s]
Testing: 25%|██▍ | 309/1246 [02:46<08:48, 1.77it/s]
Testing: 25%|██▍ | 310/1246 [02:48<15:26, 1.01it/s]
Testing: 25%|██▍ | 311/1246 [02:48<13:53, 1.12it/s]
Testing: 25%|██▌ | 312/1246 [02:49<12:43, 1.22it/s]
Testing: 25%|██▌ | 313/1246 [02:49<10:23, 1.50it/s]
Testing: 25%|██▌ | 314/1246 [02:50<07:56, 1.95it/s]
Testing: 25%|██▌ | 315/1246 [02:50<06:54, 2.25it/s]
Testing: 25%|██▌ | 316/1246 [02:50<07:19, 2.12it/s]
Testing: 25%|██▌ | 317/1246 [02:51<06:51, 2.26it/s]
Testing: 26%|██▌ | 318/1246 [02:51<06:29, 2.38it/s]
Testing: 26%|██▌ | 319/1246 [02:52<08:07, 1.90it/s]
Testing: 26%|██▌ | 320/1246 [02:52<07:55, 1.95it/s]
Testing: 26%|██▌ | 321/1246 [02:53<08:45, 1.76it/s]
Testing: 26%|██▌ | 322/1246 [02:53<07:32, 2.04it/s]
Testing: 26%|██▌ | 323/1246 [02:54<07:27, 2.06it/s]
Testing: 26%|██▌ | 324/1246 [02:54<07:47, 1.97it/s]
Testing: 26%|██▌ | 325/1246 [02:55<07:12, 2.13it/s]
Testing: 26%|██▌ | 326/1246 [02:55<06:21, 2.41it/s]
Testing: 26%|██▌ | 327/1246 [02:56<07:39, 2.00it/s]
Testing: 26%|██▋ | 328/1246 [02:56<07:35, 2.02it/s]
Testing: 26%|██▋ | 329/1246 [02:57<08:14, 1.85it/s]
Testing: 26%|██▋ | 330/1246 [02:57<07:33, 2.02it/s]
Testing: 27%|██▋ | 331/1246 [02:58<06:33, 2.33it/s]
Testing: 27%|██▋ | 332/1246 [02:58<06:38, 2.29it/s]
Testing: 27%|██▋ | 333/1246 [02:58<06:01, 2.53it/s]
Testing: 27%|██▋ | 334/1246 [02:59<05:33, 2.73it/s]
Testing: 27%|██▋ | 335/1246 [02:59<05:19, 2.85it/s]
Testing: 27%|██▋ | 336/1246 [02:59<05:25, 2.80it/s]
Testing: 27%|██▋ | 337/1246 [03:00<05:51, 2.59it/s]
Testing: 27%|██▋ | 338/1246 [03:00<06:56, 2.18it/s]
Testing: 27%|██▋ | 339/1246 [03:01<08:18, 1.82it/s]
Testing: 27%|██▋ | 340/1246 [03:02<07:17, 2.07it/s]
Testing: 27%|██▋ | 341/1246 [03:02<06:51, 2.20it/s]
Testing: 27%|██▋ | 342/1246 [03:03<07:37, 1.98it/s]
Testing: 28%|██▊ | 343/1246 [03:03<06:42, 2.24it/s]
Testing: 28%|██▊ | 344/1246 [03:03<06:05, 2.47it/s]
Testing: 28%|██▊ | 345/1246 [03:03<05:35, 2.69it/s]
Testing: 28%|██▊ | 346/1246 [03:04<06:01, 2.49it/s]
Testing: 28%|██▊ | 347/1246 [03:05<09:57, 1.50it/s]
Testing: 28%|██▊ | 348/1246 [03:06<09:09, 1.64it/s]
Testing: 28%|██▊ | 349/1246 [03:06<09:21, 1.60it/s]
Testing: 28%|██▊ | 350/1246 [03:07<09:27, 1.58it/s]
Testing: 28%|██▊ | 351/1246 [03:08<09:32, 1.56it/s]
Testing: 28%|██▊ | 352/1246 [03:08<09:55, 1.50it/s]
Testing: 28%|██▊ | 353/1246 [03:09<09:04, 1.64it/s]
Testing: 28%|██▊ | 354/1246 [03:09<08:30, 1.75it/s]
Testing: 28%|██▊ | 355/1246 [03:10<10:58, 1.35it/s]
Testing: 29%|██▊ | 356/1246 [03:11<09:09, 1.62it/s]
Testing: 29%|██▊ | 357/1246 [03:11<08:13, 1.80it/s]
Testing: 29%|██▊ | 358/1246 [03:12<07:50, 1.89it/s]
Testing: 29%|██▉ | 359/1246 [03:12<07:36, 1.94it/s]
Testing: 29%|██▉ | 360/1246 [03:13<07:00, 2.11it/s]
Testing: 29%|██▉ | 361/1246 [03:13<07:35, 1.94it/s]
Testing: 29%|██▉ | 362/1246 [03:14<07:25, 1.99it/s]
Testing: 29%|██▉ | 363/1246 [03:14<06:59, 2.11it/s]
Testing: 29%|██▉ | 364/1246 [03:15<07:41, 1.91it/s]
Testing: 29%|██▉ | 365/1246 [03:15<07:30, 1.96it/s]
Testing: 29%|██▉ | 366/1246 [03:16<07:16, 2.02it/s]
Testing: 29%|██▉ | 367/1246 [03:16<08:04, 1.81it/s]
Testing: 30%|██▉ | 368/1246 [03:17<07:01, 2.08it/s]
Testing: 30%|██▉ | 369/1246 [03:17<07:13, 2.02it/s]
Testing: 30%|██▉ | 370/1246 [03:18<07:50, 1.86it/s]
Testing: 30%|██▉ | 371/1246 [03:18<07:58, 1.83it/s]
Testing: 30%|██▉ | 372/1246 [03:19<06:57, 2.09it/s]
Testing: 30%|██▉ | 373/1246 [03:19<07:15, 2.01it/s]
Testing: 30%|███ | 374/1246 [03:20<06:41, 2.17it/s]
Testing: 30%|███ | 375/1246 [03:21<08:46, 1.65it/s]
Testing: 30%|███ | 376/1246 [03:21<08:19, 1.74it/s]
Testing: 30%|███ | 377/1246 [03:22<08:33, 1.69it/s]
Testing: 30%|███ | 378/1246 [03:22<08:23, 1.73it/s]
Testing: 30%|███ | 379/1246 [03:23<08:56, 1.62it/s]
Testing: 30%|███ | 380/1246 [03:24<09:41, 1.49it/s]
Testing: 31%|███ | 381/1246 [03:24<09:53, 1.46it/s]
Testing: 31%|███ | 382/1246 [03:25<10:19, 1.39it/s]
Testing: 31%|███ | 383/1246 [03:26<11:21, 1.27it/s]
Testing: 31%|███ | 384/1246 [03:27<09:20, 1.54it/s]
Testing: 31%|███ | 385/1246 [03:27<08:09, 1.76it/s]
Testing: 31%|███ | 386/1246 [03:27<07:00, 2.04it/s]
Testing: 31%|███ | 387/1246 [03:28<06:46, 2.11it/s]
Testing: 31%|███ | 388/1246 [03:28<06:24, 2.23it/s]
Testing: 31%|███ | 389/1246 [03:29<07:04, 2.02it/s]
Testing: 31%|███▏ | 390/1246 [03:29<06:58, 2.04it/s]
Testing: 31%|███▏ | 391/1246 [03:30<08:40, 1.64it/s]
Testing: 31%|███▏ | 392/1246 [03:31<09:30, 1.50it/s]
Testing: 32%|███▏ | 393/1246 [03:31<08:45, 1.62it/s]
Testing: 32%|███▏ | 394/1246 [03:32<07:28, 1.90it/s]
Testing: 32%|███▏ | 395/1246 [03:32<07:57, 1.78it/s]
Testing: 32%|███▏ | 396/1246 [03:33<07:04, 2.00it/s]
Testing: 32%|███▏ | 397/1246 [03:33<06:08, 2.30it/s]
Testing: 32%|███▏ | 398/1246 [03:33<06:12, 2.28it/s]
Testing: 32%|███▏ | 399/1246 [03:34<06:52, 2.05it/s]
Testing: 32%|███▏ | 400/1246 [03:35<07:42, 1.83it/s]
Testing: 32%|███▏ | 401/1246 [03:35<08:22, 1.68it/s]
Testing: 32%|███▏ | 402/1246 [03:36<07:08, 1.97it/s]
Testing: 32%|███▏ | 403/1246 [03:36<06:13, 2.25it/s]
Testing: 32%|███▏ | 404/1246 [03:36<06:33, 2.14it/s]
Testing: 33%|███▎ | 405/1246 [03:37<08:08, 1.72it/s]
Testing: 33%|███▎ | 406/1246 [03:38<09:21, 1.49it/s]
Testing: 33%|███▎ | 407/1246 [03:39<08:12, 1.70it/s]
Testing: 33%|███▎ | 408/1246 [03:39<09:16, 1.51it/s]
Testing: 33%|███▎ | 409/1246 [03:40<08:27, 1.65it/s]
Testing: 33%|███▎ | 410/1246 [03:40<08:05, 1.72it/s]
Testing: 33%|███▎ | 411/1246 [03:41<06:52, 2.03it/s]
Testing: 33%|███▎ | 412/1246 [03:41<06:41, 2.08it/s]
Testing: 33%|███▎ | 413/1246 [03:41<06:00, 2.31it/s]
Testing: 33%|███▎ | 414/1246 [03:42<07:05, 1.95it/s]
Testing: 33%|███▎ | 415/1246 [03:42<06:16, 2.21it/s]
Testing: 33%|███▎ | 416/1246 [03:43<05:37, 2.46it/s]
Testing: 33%|███▎ | 417/1246 [03:43<06:27, 2.14it/s]
Testing: 34%|███▎ | 418/1246 [03:44<08:43, 1.58it/s]
Testing: 34%|███▎ | 419/1246 [03:45<08:51, 1.56it/s]
Testing: 34%|███▎ | 420/1246 [03:46<09:32, 1.44it/s]
Testing: 34%|███▍ | 421/1246 [03:46<08:05, 1.70it/s]
Testing: 34%|███▍ | 422/1246 [03:47<07:41, 1.79it/s]
Testing: 34%|███▍ | 423/1246 [03:47<06:41, 2.05it/s]
Testing: 34%|███▍ | 424/1246 [03:47<06:19, 2.17it/s]
Testing: 34%|███▍ | 425/1246 [03:48<07:53, 1.73it/s]
Testing: 34%|███▍ | 426/1246 [03:49<07:06, 1.92it/s]
Testing: 34%|███▍ | 427/1246 [03:49<06:52, 1.99it/s]
Testing: 34%|███▍ | 428/1246 [03:50<06:43, 2.03it/s]
Testing: 34%|███▍ | 429/1246 [03:50<07:14, 1.88it/s]
Testing: 35%|███▍ | 430/1246 [03:51<06:59, 1.94it/s]
Testing: 35%|███▍ | 431/1246 [03:51<07:31, 1.80it/s]
Testing: 35%|███▍ | 432/1246 [03:52<09:31, 1.42it/s]
Testing: 35%|███▍ | 433/1246 [03:53<09:55, 1.36it/s]
Testing: 35%|███▍ | 434/1246 [03:54<08:56, 1.51it/s]
Testing: 35%|███▍ | 435/1246 [03:54<07:29, 1.80it/s]
Testing: 35%|███▍ | 436/1246 [03:54<06:30, 2.08it/s]
Testing: 35%|███▌ | 437/1246 [03:55<06:27, 2.09it/s]
Testing: 35%|███▌ | 438/1246 [03:56<07:42, 1.75it/s]
Testing: 35%|███▌ | 439/1246 [03:57<11:51, 1.13it/s]
Testing: 35%|███▌ | 440/1246 [03:58<10:45, 1.25it/s]
Testing: 35%|███▌ | 441/1246 [03:58<10:09, 1.32it/s]
Testing: 35%|███▌ | 442/1246 [03:59<08:59, 1.49it/s]
Testing: 36%|███▌ | 443/1246 [04:00<09:09, 1.46it/s]
Testing: 36%|███▌ | 444/1246 [04:00<07:40, 1.74it/s]
Testing: 36%|███▌ | 445/1246 [04:01<10:32, 1.27it/s]
Testing: 36%|███▌ | 446/1246 [04:02<10:18, 1.29it/s]
Testing: 36%|███▌ | 447/1246 [04:03<09:41, 1.37it/s]
Testing: 36%|███▌ | 448/1246 [04:03<08:06, 1.64it/s]
Testing: 36%|███▌ | 449/1246 [04:03<07:11, 1.85it/s]
Testing: 36%|███▌ | 450/1246 [04:06<16:49, 1.27s/it]
Testing: 36%|███▌ | 451/1246 [04:07<14:03, 1.06s/it]
Testing: 36%|███▋ | 452/1246 [04:08<12:32, 1.06it/s]
Testing: 36%|███▋ | 453/1246 [04:08<10:48, 1.22it/s]
Testing: 36%|███▋ | 454/1246 [04:09<10:04, 1.31it/s]
Testing: 37%|███▋ | 455/1246 [04:10<10:49, 1.22it/s]
Testing: 37%|███▋ | 456/1246 [04:10<09:28, 1.39it/s]
Testing: 37%|███▋ | 457/1246 [04:11<08:49, 1.49it/s]
Testing: 37%|███▋ | 458/1246 [04:11<08:39, 1.52it/s]
Testing: 37%|███▋ | 459/1246 [04:12<10:08, 1.29it/s]
Testing: 37%|███▋ | 460/1246 [04:13<08:17, 1.58it/s]
Testing: 37%|███▋ | 461/1246 [04:14<09:52, 1.32it/s]
Testing: 37%|███▋ | 462/1246 [04:14<09:29, 1.38it/s]
Testing: 37%|███▋ | 463/1246 [04:15<07:57, 1.64it/s]
Testing: 37%|███▋ | 464/1246 [04:16<08:59, 1.45it/s]
Testing: 37%|███▋ | 465/1246 [04:16<07:30, 1.73it/s]
Testing: 37%|███▋ | 466/1246 [04:16<07:19, 1.77it/s]
Testing: 37%|███▋ | 467/1246 [04:17<08:27, 1.54it/s]
Testing: 38%|███▊ | 468/1246 [04:18<07:07, 1.82it/s]
Testing: 38%|███▊ | 469/1246 [04:19<08:35, 1.51it/s]
Testing: 38%|███▊ | 470/1246 [04:19<07:55, 1.63it/s]
Testing: 38%|███▊ | 471/1246 [04:20<07:24, 1.74it/s]
Testing: 38%|███▊ | 472/1246 [04:20<06:58, 1.85it/s]
Testing: 38%|███▊ | 473/1246 [04:21<07:21, 1.75it/s]
Testing: 38%|███▊ | 474/1246 [04:21<07:02, 1.83it/s]
Testing: 38%|███▊ | 475/1246 [04:21<06:06, 2.10it/s]
Testing: 38%|███▊ | 476/1246 [04:22<07:58, 1.61it/s]
Testing: 38%|███▊ | 477/1246 [04:23<07:04, 1.81it/s]
Testing: 38%|███▊ | 478/1246 [04:24<08:00, 1.60it/s]
Testing: 38%|███▊ | 479/1246 [04:24<07:26, 1.72it/s]
Testing: 39%|███▊ | 480/1246 [04:25<07:18, 1.75it/s]
Testing: 39%|███▊ | 481/1246 [04:25<06:33, 1.95it/s]
Testing: 39%|███▊ | 482/1246 [04:26<07:12, 1.77it/s]
Testing: 39%|███▉ | 483/1246 [04:26<06:15, 2.03it/s]
Testing: 39%|███▉ | 484/1246 [04:26<05:53, 2.15it/s]
Testing: 39%|███▉ | 485/1246 [04:27<05:48, 2.18it/s]
Testing: 39%|███▉ | 486/1246 [04:27<05:51, 2.16it/s]
Testing: 39%|███▉ | 487/1246 [04:28<05:13, 2.42it/s]
Testing: 39%|███▉ | 488/1246 [04:28<06:03, 2.09it/s]
Testing: 39%|███▉ | 489/1246 [04:29<05:17, 2.38it/s]
Testing: 39%|███▉ | 490/1246 [04:29<05:25, 2.33it/s]
Testing: 39%|███▉ | 491/1246 [04:29<04:59, 2.52it/s]
Testing: 39%|███▉ | 492/1246 [04:30<05:28, 2.29it/s]
Testing: 40%|███▉ | 493/1246 [04:31<07:01, 1.79it/s]
Testing: 40%|███▉ | 494/1246 [04:31<07:37, 1.64it/s]
Testing: 40%|███▉ | 495/1246 [04:32<08:32, 1.47it/s]
Testing: 40%|███▉ | 496/1246 [04:33<08:07, 1.54it/s]
Testing: 40%|███▉ | 497/1246 [04:33<07:10, 1.74it/s]
Testing: 40%|███▉ | 498/1246 [04:34<07:35, 1.64it/s]
Testing: 40%|████ | 499/1246 [04:35<07:39, 1.63it/s]
Testing: 40%|████ | 500/1246 [04:35<05:53, 2.11it/s]
Testing: 40%|████ | 501/1246 [04:35<05:12, 2.39it/s]
Testing: 40%|████ | 502/1246 [04:35<05:36, 2.21it/s]
Testing: 40%|████ | 503/1246 [04:36<07:01, 1.76it/s]
Testing: 40%|████ | 504/1246 [04:37<06:41, 1.85it/s]
Testing: 41%|████ | 505/1246 [04:37<07:01, 1.76it/s]
Testing: 41%|████ | 506/1246 [04:38<06:31, 1.89it/s]
Testing: 41%|████ | 507/1246 [04:39<07:10, 1.72it/s]
Testing: 41%|████ | 508/1246 [04:39<07:40, 1.60it/s]
Testing: 41%|████ | 509/1246 [04:40<07:06, 1.73it/s]
Testing: 41%|████ | 510/1246 [04:40<06:07, 2.00it/s]
Testing: 41%|████ | 511/1246 [04:41<06:01, 2.03it/s]
Testing: 41%|████ | 512/1246 [04:41<05:20, 2.29it/s]
Testing: 41%|████ | 513/1246 [04:42<06:39, 1.84it/s]
Testing: 41%|████▏ | 514/1246 [04:42<06:28, 1.89it/s]
Testing: 41%|████▏ | 515/1246 [04:43<08:00, 1.52it/s]
Testing: 41%|████▏ | 516/1246 [04:44<07:41, 1.58it/s]
Testing: 41%|████▏ | 517/1246 [04:45<08:32, 1.42it/s]
Testing: 42%|████▏ | 518/1246 [04:45<07:09, 1.69it/s]
Testing: 42%|████▏ | 519/1246 [04:45<06:44, 1.80it/s]
Testing: 42%|████▏ | 520/1246 [04:46<06:43, 1.80it/s]
Testing: 42%|████▏ | 521/1246 [04:48<12:28, 1.03s/it]
Testing: 42%|████▏ | 522/1246 [04:49<10:31, 1.15it/s]
Testing: 42%|████▏ | 523/1246 [04:49<09:38, 1.25it/s]
Testing: 42%|████▏ | 524/1246 [04:49<07:49, 1.54it/s]
Testing: 42%|████▏ | 525/1246 [04:50<06:31, 1.84it/s]
Testing: 42%|████▏ | 526/1246 [04:50<06:13, 1.93it/s]
Testing: 42%|████▏ | 527/1246 [04:51<07:27, 1.61it/s]
Testing: 42%|████▏ | 528/1246 [04:52<08:44, 1.37it/s]
Testing: 42%|████▏ | 529/1246 [04:53<07:54, 1.51it/s]
Testing: 43%|████▎ | 530/1246 [04:53<07:15, 1.64it/s]
Testing: 43%|████▎ | 531/1246 [04:54<07:25, 1.61it/s]
Testing: 43%|████▎ | 532/1246 [04:54<06:12, 1.92it/s]
Testing: 43%|████▎ | 533/1246 [04:54<05:44, 2.07it/s]
Testing: 43%|████▎ | 534/1246 [04:56<08:50, 1.34it/s]
Testing: 43%|████▎ | 535/1246 [04:56<08:00, 1.48it/s]
Testing: 43%|████▎ | 536/1246 [04:57<07:34, 1.56it/s]
Testing: 43%|████▎ | 537/1246 [04:57<06:25, 1.84it/s]
Testing: 43%|████▎ | 538/1246 [04:58<06:08, 1.92it/s]
Testing: 43%|████▎ | 539/1246 [04:58<05:35, 2.11it/s]
Testing: 43%|████▎ | 540/1246 [04:59<06:34, 1.79it/s]
Testing: 43%|████▎ | 541/1246 [04:59<05:53, 2.00it/s]
Testing: 43%|████▎ | 542/1246 [05:00<05:41, 2.06it/s]
Testing: 44%|████▎ | 543/1246 [05:01<07:31, 1.56it/s]
Testing: 44%|████▎ | 544/1246 [05:01<06:54, 1.69it/s]
Testing: 44%|████▎ | 545/1246 [05:02<06:46, 1.72it/s]
Testing: 44%|████▍ | 546/1246 [05:02<06:51, 1.70it/s]
Testing: 44%|████▍ | 547/1246 [05:03<06:58, 1.67it/s]
Testing: 44%|████▍ | 548/1246 [05:03<07:06, 1.64it/s]
Testing: 44%|████▍ | 549/1246 [05:04<06:38, 1.75it/s]
Testing: 44%|████▍ | 550/1246 [05:04<05:47, 2.01it/s]
Testing: 44%|████▍ | 551/1246 [05:05<05:39, 2.05it/s]
Testing: 44%|████▍ | 552/1246 [05:05<05:01, 2.30it/s]
Testing: 44%|████▍ | 553/1246 [05:06<05:06, 2.26it/s]
Testing: 44%|████▍ | 554/1246 [05:06<06:45, 1.71it/s]
Testing: 45%|████▍ | 555/1246 [05:07<06:05, 1.89it/s]
Testing: 45%|████▍ | 556/1246 [05:08<06:56, 1.66it/s]
Testing: 45%|████▍ | 557/1246 [05:08<06:46, 1.70it/s]
Testing: 45%|████▍ | 558/1246 [05:09<06:03, 1.89it/s]
Testing: 45%|████▍ | 559/1246 [05:09<06:04, 1.89it/s]
Testing: 45%|████▍ | 560/1246 [05:09<05:29, 2.08it/s]
Testing: 45%|████▌ | 561/1246 [05:10<04:50, 2.35it/s]
Testing: 45%|████▌ | 562/1246 [05:10<04:56, 2.30it/s]
Testing: 45%|████▌ | 563/1246 [05:11<05:37, 2.02it/s]
Testing: 45%|████▌ | 564/1246 [05:11<04:58, 2.28it/s]
Testing: 45%|████▌ | 565/1246 [05:12<07:21, 1.54it/s]
Testing: 45%|████▌ | 566/1246 [05:13<07:40, 1.48it/s]
Testing: 46%|████▌ | 567/1246 [05:14<08:19, 1.36it/s]
Testing: 46%|████▌ | 568/1246 [05:14<07:23, 1.53it/s]
Testing: 46%|████▌ | 569/1246 [05:14<05:35, 2.02it/s]
Testing: 46%|████▌ | 570/1246 [05:15<04:51, 2.32it/s]
Testing: 46%|████▌ | 571/1246 [05:15<04:54, 2.29it/s]
Testing: 46%|████▌ | 572/1246 [05:16<04:56, 2.27it/s]
Testing: 46%|████▌ | 573/1246 [05:16<05:04, 2.21it/s]
Testing: 46%|████▌ | 574/1246 [05:17<05:22, 2.08it/s]
Testing: 46%|████▌ | 575/1246 [05:17<05:16, 2.12it/s]
Testing: 46%|████▌ | 576/1246 [05:18<05:18, 2.11it/s]
Testing: 46%|████▋ | 577/1246 [05:18<05:30, 2.02it/s]
Testing: 46%|████▋ | 578/1246 [05:20<09:23, 1.19it/s]
Testing: 46%|████▋ | 579/1246 [05:20<08:18, 1.34it/s]
Testing: 47%|████▋ | 580/1246 [05:21<07:26, 1.49it/s]
Testing: 47%|████▋ | 581/1246 [05:21<06:49, 1.63it/s]
Testing: 47%|████▋ | 582/1246 [05:22<07:45, 1.43it/s]
Testing: 47%|████▋ | 583/1246 [05:23<06:32, 1.69it/s]
Testing: 47%|████▋ | 584/1246 [05:23<05:38, 1.95it/s]
Testing: 47%|████▋ | 585/1246 [05:23<05:49, 1.89it/s]
Testing: 47%|████▋ | 586/1246 [05:24<05:38, 1.95it/s]
Testing: 47%|████▋ | 587/1246 [05:25<06:50, 1.60it/s]
Testing: 47%|████▋ | 588/1246 [05:25<05:51, 1.87it/s]
Testing: 47%|████▋ | 589/1246 [05:26<05:57, 1.84it/s]
Testing: 47%|████▋ | 590/1246 [05:27<07:33, 1.45it/s]
Testing: 47%|████▋ | 591/1246 [05:27<07:39, 1.42it/s]
Testing: 48%|████▊ | 592/1246 [05:28<07:41, 1.42it/s]
Testing: 48%|████▊ | 593/1246 [05:29<06:41, 1.63it/s]
Testing: 48%|████▊ | 594/1246 [05:29<06:08, 1.77it/s]
Testing: 48%|████▊ | 595/1246 [05:30<06:52, 1.58it/s]
Testing: 48%|████▊ | 596/1246 [05:30<06:38, 1.63it/s]
Testing: 48%|████▊ | 597/1246 [05:31<06:23, 1.69it/s]
Testing: 48%|████▊ | 598/1246 [05:31<05:55, 1.82it/s]
Testing: 48%|████▊ | 599/1246 [05:32<06:10, 1.74it/s]
Testing: 48%|████▊ | 600/1246 [05:33<06:55, 1.56it/s]
Testing: 48%|████▊ | 601/1246 [05:33<06:23, 1.68it/s]
Testing: 48%|████▊ | 602/1246 [05:34<05:26, 1.97it/s]
Testing: 48%|████▊ | 603/1246 [05:34<04:48, 2.23it/s]
Testing: 48%|████▊ | 604/1246 [05:34<04:22, 2.44it/s]
Testing: 49%|████▊ | 605/1246 [05:35<05:30, 1.94it/s]
Testing: 49%|████▊ | 606/1246 [05:36<06:40, 1.60it/s]
Testing: 49%|████▊ | 607/1246 [05:36<05:55, 1.80it/s]
Testing: 49%|████▉ | 608/1246 [05:37<06:05, 1.74it/s]
Testing: 49%|████▉ | 609/1246 [05:37<05:14, 2.02it/s]
Testing: 49%|████▉ | 610/1246 [05:38<05:09, 2.05it/s]
Testing: 49%|████▉ | 611/1246 [05:38<04:37, 2.29it/s]
Testing: 49%|████▉ | 612/1246 [05:38<04:39, 2.27it/s]
Testing: 49%|████▉ | 613/1246 [05:39<04:59, 2.11it/s]
Testing: 49%|████▉ | 614/1246 [05:39<04:55, 2.14it/s]
Testing: 49%|████▉ | 615/1246 [05:40<04:55, 2.14it/s]
Testing: 49%|████▉ | 616/1246 [05:40<04:55, 2.13it/s]
Testing: 50%|████▉ | 617/1246 [05:41<05:23, 1.94it/s]
Testing: 50%|████▉ | 618/1246 [05:42<06:00, 1.74it/s]
Testing: 50%|████▉ | 619/1246 [05:42<05:41, 1.84it/s]
Testing: 50%|████▉ | 620/1246 [05:43<05:01, 2.08it/s]
Testing: 50%|████▉ | 621/1246 [05:43<05:45, 1.81it/s]
Testing: 50%|████▉ | 622/1246 [05:44<05:29, 1.89it/s]
Testing: 50%|█████ | 623/1246 [05:44<04:50, 2.14it/s]
Testing: 50%|█████ | 624/1246 [05:44<04:23, 2.36it/s]
Testing: 50%|█████ | 625/1246 [05:45<05:19, 1.94it/s]
Testing: 50%|█████ | 626/1246 [05:45<04:55, 2.10it/s]
Testing: 50%|█████ | 627/1246 [05:46<05:37, 1.84it/s]
Testing: 50%|█████ | 628/1246 [05:47<06:24, 1.61it/s]
Testing: 50%|█████ | 629/1246 [05:48<08:00, 1.28it/s]
Testing: 51%|█████ | 630/1246 [05:49<07:37, 1.35it/s]
Testing: 51%|█████ | 631/1246 [05:49<07:03, 1.45it/s]
Testing: 51%|█████ | 632/1246 [05:50<06:17, 1.63it/s]
Testing: 51%|█████ | 633/1246 [05:50<05:25, 1.88it/s]
Testing: 51%|█████ | 634/1246 [05:51<05:44, 1.78it/s]
Testing: 51%|█████ | 635/1246 [05:51<05:41, 1.79it/s]
Testing: 51%|█████ | 636/1246 [05:52<04:53, 2.08it/s]
Testing: 51%|█████ | 637/1246 [05:52<04:47, 2.12it/s]
Testing: 51%|█████ | 638/1246 [05:53<04:44, 2.14it/s]
Testing: 51%|█████▏ | 639/1246 [05:53<04:44, 2.14it/s]
Testing: 51%|█████▏ | 640/1246 [05:54<05:46, 1.75it/s]
Testing: 51%|█████▏ | 641/1246 [05:55<06:44, 1.50it/s]
Testing: 52%|█████▏ | 642/1246 [05:55<06:07, 1.64it/s]
Testing: 52%|█████▏ | 643/1246 [05:56<05:30, 1.82it/s]
Testing: 52%|█████▏ | 644/1246 [05:57<06:40, 1.50it/s]
Testing: 52%|█████▏ | 645/1246 [05:57<07:06, 1.41it/s]
Testing: 52%|█████▏ | 646/1246 [05:58<07:06, 1.41it/s]
Testing: 52%|█████▏ | 647/1246 [05:58<06:22, 1.57it/s]
Testing: 52%|█████▏ | 648/1246 [05:59<05:51, 1.70it/s]
Testing: 52%|█████▏ | 649/1246 [05:59<05:24, 1.84it/s]
Testing: 52%|█████▏ | 650/1246 [06:00<05:50, 1.70it/s]
Testing: 52%|█████▏ | 651/1246 [06:00<05:00, 1.98it/s]
Testing: 52%|█████▏ | 652/1246 [06:01<05:03, 1.96it/s]
Testing: 52%|█████▏ | 653/1246 [06:02<05:35, 1.77it/s]
Testing: 52%|█████▏ | 654/1246 [06:02<05:19, 1.85it/s]
Testing: 53%|█████▎ | 655/1246 [06:03<05:38, 1.75it/s]
Testing: 53%|█████▎ | 656/1246 [06:03<05:50, 1.68it/s]
Testing: 53%|█████▎ | 657/1246 [06:04<05:28, 1.80it/s]
Testing: 53%|█████▎ | 658/1246 [06:04<04:15, 2.30it/s]
Testing: 53%|█████▎ | 659/1246 [06:05<04:44, 2.06it/s]
Testing: 53%|█████▎ | 660/1246 [06:05<04:15, 2.30it/s]
Testing: 53%|█████▎ | 661/1246 [06:06<05:17, 1.84it/s]
Testing: 53%|█████▎ | 662/1246 [06:07<06:58, 1.39it/s]
Testing: 53%|█████▎ | 663/1246 [06:07<06:21, 1.53it/s]
Testing: 53%|█████▎ | 664/1246 [06:08<05:37, 1.72it/s]
Testing: 53%|█████▎ | 665/1246 [06:08<05:32, 1.75it/s]
Testing: 53%|█████▎ | 666/1246 [06:09<04:47, 2.02it/s]
Testing: 54%|█████▎ | 667/1246 [06:09<04:42, 2.05it/s]
Testing: 54%|█████▎ | 668/1246 [06:10<04:53, 1.97it/s]
Testing: 54%|█████▎ | 669/1246 [06:10<05:09, 1.86it/s]
Testing: 54%|█████▍ | 670/1246 [06:11<04:32, 2.12it/s]
Testing: 54%|█████▍ | 671/1246 [06:11<05:01, 1.91it/s]
Testing: 54%|█████▍ | 672/1246 [06:12<04:52, 1.96it/s]
Testing: 54%|█████▍ | 673/1246 [06:12<04:28, 2.13it/s]
Testing: 54%|█████▍ | 674/1246 [06:13<04:25, 2.15it/s]
Testing: 54%|█████▍ | 675/1246 [06:13<04:55, 1.93it/s]
Testing: 54%|█████▍ | 676/1246 [06:14<04:57, 1.92it/s]
Testing: 54%|█████▍ | 677/1246 [06:14<05:10, 1.83it/s]
Testing: 54%|█████▍ | 678/1246 [06:15<06:41, 1.41it/s]
Testing: 54%|█████▍ | 679/1246 [06:16<05:36, 1.68it/s]
Testing: 55%|█████▍ | 680/1246 [06:17<06:56, 1.36it/s]
Testing: 55%|█████▍ | 681/1246 [06:18<07:23, 1.27it/s]
Testing: 55%|█████▍ | 682/1246 [06:18<06:47, 1.38it/s]
Testing: 55%|█████▍ | 683/1246 [06:19<06:59, 1.34it/s]
Testing: 55%|█████▍ | 684/1246 [06:20<06:25, 1.46it/s]
Testing: 55%|█████▍ | 685/1246 [06:20<05:18, 1.76it/s]
Testing: 55%|█████▌ | 686/1246 [06:20<04:57, 1.88it/s]
Testing: 55%|█████▌ | 687/1246 [06:21<04:19, 2.16it/s]
Testing: 55%|█████▌ | 688/1246 [06:22<05:36, 1.66it/s]
Testing: 55%|█████▌ | 689/1246 [06:23<07:30, 1.24it/s]
Testing: 55%|█████▌ | 690/1246 [06:23<06:38, 1.40it/s]
Testing: 55%|█████▌ | 691/1246 [06:24<06:02, 1.53it/s]
Testing: 56%|█████▌ | 692/1246 [06:24<05:33, 1.66it/s]
Testing: 56%|█████▌ | 693/1246 [06:25<04:45, 1.94it/s]
Testing: 56%|█████▌ | 694/1246 [06:25<05:30, 1.67it/s]
Testing: 56%|█████▌ | 695/1246 [06:26<05:59, 1.53it/s]
Testing: 56%|█████▌ | 696/1246 [06:27<06:11, 1.48it/s]
Testing: 56%|█████▌ | 697/1246 [06:27<05:10, 1.77it/s]
Testing: 56%|█████▌ | 698/1246 [06:28<06:22, 1.43it/s]
Testing: 56%|█████▌ | 699/1246 [06:29<05:46, 1.58it/s]
Testing: 56%|█████▌ | 700/1246 [06:29<05:31, 1.65it/s]
Testing: 56%|█████▋ | 701/1246 [06:30<06:13, 1.46it/s]
Testing: 56%|█████▋ | 702/1246 [06:31<05:51, 1.55it/s]
Testing: 56%|█████▋ | 703/1246 [06:31<05:46, 1.57it/s]
Testing: 57%|█████▋ | 704/1246 [06:32<04:53, 1.85it/s]
Testing: 57%|█████▋ | 705/1246 [06:32<04:11, 2.15it/s]
Testing: 57%|█████▋ | 706/1246 [06:33<04:49, 1.87it/s]
Testing: 57%|█████▋ | 707/1246 [06:33<04:52, 1.84it/s]
Testing: 57%|█████▋ | 708/1246 [06:34<05:21, 1.67it/s]
Testing: 57%|█████▋ | 709/1246 [06:34<04:35, 1.95it/s]
Testing: 57%|█████▋ | 710/1246 [06:35<04:04, 2.19it/s]
Testing: 57%|█████▋ | 711/1246 [06:35<04:28, 1.99it/s]
Testing: 57%|█████▋ | 712/1246 [06:36<05:55, 1.50it/s]
Testing: 57%|█████▋ | 713/1246 [06:38<07:46, 1.14it/s]
Testing: 57%|█████▋ | 714/1246 [06:38<07:23, 1.20it/s]
Testing: 57%|█████▋ | 715/1246 [06:39<06:37, 1.34it/s]
Testing: 57%|█████▋ | 716/1246 [06:39<06:03, 1.46it/s]
Testing: 58%|█████▊ | 717/1246 [06:40<04:34, 1.93it/s]
Testing: 58%|█████▊ | 718/1246 [06:40<04:25, 1.99it/s]
Testing: 58%|█████▊ | 719/1246 [06:41<05:00, 1.75it/s]
Testing: 58%|█████▊ | 720/1246 [06:41<04:19, 2.03it/s]
Testing: 58%|█████▊ | 721/1246 [06:42<04:14, 2.06it/s]
Testing: 58%|█████▊ | 722/1246 [06:42<04:22, 2.00it/s]
Testing: 58%|█████▊ | 723/1246 [06:43<04:26, 1.96it/s]
Testing: 58%|█████▊ | 724/1246 [06:43<04:27, 1.95it/s]
Testing: 58%|█████▊ | 725/1246 [06:44<04:54, 1.77it/s]
Testing: 58%|█████▊ | 726/1246 [06:44<05:06, 1.70it/s]
Testing: 58%|█████▊ | 727/1246 [06:45<03:57, 2.18it/s]
Testing: 58%|█████▊ | 728/1246 [06:45<03:36, 2.39it/s]
Testing: 59%|█████▊ | 729/1246 [06:45<03:45, 2.29it/s]
Testing: 59%|█████▊ | 730/1246 [06:46<03:50, 2.24it/s]
Testing: 59%|█████▊ | 731/1246 [06:46<03:49, 2.25it/s]
Testing: 59%|█████▊ | 732/1246 [06:47<04:01, 2.13it/s]
Testing: 59%|█████▉ | 733/1246 [06:48<06:24, 1.33it/s]
Testing: 59%|█████▉ | 734/1246 [06:49<05:45, 1.48it/s]
Testing: 59%|█████▉ | 735/1246 [06:49<05:39, 1.51it/s]
Testing: 59%|█████▉ | 736/1246 [06:50<05:04, 1.68it/s]
Testing: 59%|█████▉ | 737/1246 [06:50<04:34, 1.85it/s]
Testing: 59%|█████▉ | 738/1246 [06:51<04:20, 1.95it/s]
Testing: 59%|█████▉ | 739/1246 [06:51<04:11, 2.01it/s]
Testing: 59%|█████▉ | 740/1246 [06:52<04:57, 1.70it/s]
Testing: 59%|█████▉ | 741/1246 [06:53<05:16, 1.60it/s]
Testing: 60%|█████▉ | 742/1246 [06:54<05:55, 1.42it/s]
Testing: 60%|█████▉ | 743/1246 [06:54<04:55, 1.70it/s]
Testing: 60%|█████▉ | 744/1246 [06:54<04:11, 1.99it/s]
Testing: 60%|█████▉ | 745/1246 [06:55<04:07, 2.02it/s]
Testing: 60%|█████▉ | 746/1246 [06:55<03:41, 2.26it/s]
Testing: 60%|█████▉ | 747/1246 [06:56<03:57, 2.10it/s]
Testing: 60%|██████ | 748/1246 [06:56<04:03, 2.05it/s]
Testing: 60%|██████ | 749/1246 [06:57<05:18, 1.56it/s]
Testing: 60%|██████ | 750/1246 [06:58<06:30, 1.27it/s]
Testing: 60%|██████ | 751/1246 [06:59<05:46, 1.43it/s]
Testing: 60%|██████ | 752/1246 [06:59<05:13, 1.58it/s]
Testing: 60%|██████ | 753/1246 [06:59<04:22, 1.88it/s]
Testing: 61%|██████ | 754/1246 [07:00<04:35, 1.79it/s]
Testing: 61%|██████ | 755/1246 [07:01<06:41, 1.22it/s]
Testing: 61%|██████ | 756/1246 [07:02<05:58, 1.37it/s]
Testing: 61%|██████ | 757/1246 [07:03<05:35, 1.46it/s]
Testing: 61%|██████ | 758/1246 [07:03<05:15, 1.55it/s]
Testing: 61%|██████ | 759/1246 [07:03<04:24, 1.84it/s]
Testing: 61%|██████ | 760/1246 [07:04<04:03, 2.00it/s]
Testing: 61%|██████ | 761/1246 [07:04<03:53, 2.08it/s]
Testing: 61%|██████ | 762/1246 [07:05<03:51, 2.09it/s]
Testing: 61%|██████ | 763/1246 [07:05<03:50, 2.09it/s]
Testing: 61%|██████▏ | 764/1246 [07:06<04:36, 1.74it/s]
Testing: 61%|██████▏ | 765/1246 [07:07<04:47, 1.67it/s]
Testing: 61%|██████▏ | 766/1246 [07:07<04:43, 1.69it/s]
Testing: 62%|██████▏ | 767/1246 [07:08<05:00, 1.59it/s]
Testing: 62%|██████▏ | 768/1246 [07:08<04:27, 1.79it/s]
Testing: 62%|██████▏ | 769/1246 [07:09<04:58, 1.60it/s]
Testing: 62%|██████▏ | 770/1246 [07:10<04:38, 1.71it/s]
Testing: 62%|██████▏ | 771/1246 [07:10<04:21, 1.81it/s]
Testing: 62%|██████▏ | 772/1246 [07:11<04:09, 1.90it/s]
Testing: 62%|██████▏ | 773/1246 [07:12<05:16, 1.50it/s]
Testing: 62%|██████▏ | 774/1246 [07:12<05:13, 1.50it/s]
Testing: 62%|██████▏ | 775/1246 [07:13<04:48, 1.63it/s]
Testing: 62%|██████▏ | 776/1246 [07:13<04:28, 1.75it/s]
Testing: 62%|██████▏ | 777/1246 [07:14<03:48, 2.05it/s]
Testing: 62%|██████▏ | 778/1246 [07:14<03:21, 2.33it/s]
Testing: 63%|██████▎ | 779/1246 [07:14<02:38, 2.94it/s]
Testing: 63%|██████▎ | 780/1246 [07:15<03:14, 2.40it/s]
Testing: 63%|██████▎ | 781/1246 [07:15<04:02, 1.91it/s]
Testing: 63%|██████▎ | 782/1246 [07:16<03:31, 2.19it/s]
Testing: 63%|██████▎ | 783/1246 [07:16<03:34, 2.16it/s]
Testing: 63%|██████▎ | 784/1246 [07:17<03:35, 2.15it/s]
Testing: 63%|██████▎ | 785/1246 [07:17<04:20, 1.77it/s]
Testing: 63%|██████▎ | 786/1246 [07:18<04:08, 1.85it/s]
Testing: 63%|██████▎ | 787/1246 [07:18<03:58, 1.92it/s]
Testing: 63%|██████▎ | 788/1246 [07:19<03:28, 2.19it/s]
Testing: 63%|██████▎ | 789/1246 [07:19<04:02, 1.88it/s]
Testing: 63%|██████▎ | 790/1246 [07:20<05:04, 1.50it/s]
Testing: 63%|██████▎ | 791/1246 [07:21<04:40, 1.62it/s]
Testing: 64%|██████▎ | 792/1246 [07:21<03:59, 1.90it/s]
Testing: 64%|██████▎ | 793/1246 [07:22<04:15, 1.78it/s]
Testing: 64%|██████▎ | 794/1246 [07:22<04:03, 1.86it/s]
Testing: 64%|██████▍ | 795/1246 [07:23<03:48, 1.97it/s]
Testing: 64%|██████▍ | 796/1246 [07:23<03:29, 2.15it/s]
Testing: 64%|██████▍ | 797/1246 [07:23<03:05, 2.42it/s]
Testing: 64%|██████▍ | 798/1246 [07:24<02:59, 2.50it/s]
Testing: 64%|██████▍ | 799/1246 [07:24<02:55, 2.55it/s]
Testing: 64%|██████▍ | 800/1246 [07:25<03:33, 2.09it/s]
Testing: 64%|██████▍ | 801/1246 [07:25<03:09, 2.34it/s]
Testing: 64%|██████▍ | 802/1246 [07:25<03:03, 2.41it/s]
Testing: 64%|██████▍ | 803/1246 [07:26<03:08, 2.35it/s]
Testing: 65%|██████▍ | 804/1246 [07:27<03:42, 1.98it/s]
Testing: 65%|██████▍ | 805/1246 [07:27<03:36, 2.04it/s]
Testing: 65%|██████▍ | 806/1246 [07:28<03:33, 2.06it/s]
Testing: 65%|██████▍ | 807/1246 [07:28<03:20, 2.19it/s]
Testing: 65%|██████▍ | 808/1246 [07:29<04:00, 1.82it/s]
Testing: 65%|██████▍ | 809/1246 [07:29<04:12, 1.73it/s]
Testing: 65%|██████▌ | 810/1246 [07:30<04:19, 1.68it/s]
Testing: 65%|██████▌ | 811/1246 [07:30<03:41, 1.96it/s]
Testing: 65%|██████▌ | 812/1246 [07:31<04:40, 1.54it/s]
Testing: 65%|██████▌ | 813/1246 [07:32<03:59, 1.81it/s]
Testing: 65%|██████▌ | 814/1246 [07:33<04:51, 1.48it/s]
Testing: 65%|██████▌ | 815/1246 [07:33<04:52, 1.48it/s]
Testing: 65%|██████▌ | 816/1246 [07:34<04:23, 1.63it/s]
Testing: 66%|██████▌ | 817/1246 [07:34<04:03, 1.76it/s]
Testing: 66%|██████▌ | 818/1246 [07:35<03:56, 1.81it/s]
Testing: 66%|██████▌ | 819/1246 [07:35<03:25, 2.08it/s]
Testing: 66%|██████▌ | 820/1246 [07:36<03:32, 2.01it/s]
Testing: 66%|██████▌ | 821/1246 [07:36<03:25, 2.07it/s]
Testing: 66%|██████▌ | 822/1246 [07:37<03:44, 1.89it/s]
Testing: 66%|██████▌ | 823/1246 [07:37<03:37, 1.94it/s]
Testing: 66%|██████▌ | 824/1246 [07:38<03:52, 1.82it/s]
Testing: 66%|██████▌ | 825/1246 [07:38<03:22, 2.08it/s]
Testing: 66%|██████▋ | 826/1246 [07:38<03:01, 2.31it/s]
Testing: 66%|██████▋ | 827/1246 [07:39<02:52, 2.43it/s]
Testing: 66%|██████▋ | 828/1246 [07:40<03:46, 1.84it/s]
Testing: 67%|██████▋ | 829/1246 [07:40<03:58, 1.75it/s]
Testing: 67%|██████▋ | 830/1246 [07:44<09:51, 1.42s/it]
Testing: 67%|██████▋ | 831/1246 [07:44<07:48, 1.13s/it]
Testing: 67%|██████▋ | 832/1246 [07:45<06:57, 1.01s/it]
Testing: 67%|██████▋ | 833/1246 [07:45<05:31, 1.25it/s]
Testing: 67%|██████▋ | 834/1246 [07:45<04:31, 1.52it/s]
Testing: 67%|██████▋ | 835/1246 [07:47<06:28, 1.06it/s]
Testing: 67%|██████▋ | 836/1246 [07:48<05:53, 1.16it/s]
Testing: 67%|██████▋ | 837/1246 [07:49<05:49, 1.17it/s]
Testing: 67%|██████▋ | 838/1246 [07:50<06:40, 1.02it/s]
Testing: 67%|██████▋ | 839/1246 [07:50<05:50, 1.16it/s]
Testing: 67%|██████▋ | 840/1246 [07:51<05:42, 1.18it/s]
Testing: 67%|██████▋ | 841/1246 [07:52<04:39, 1.45it/s]
Testing: 68%|██████▊ | 842/1246 [07:52<03:54, 1.73it/s]
Testing: 68%|██████▊ | 843/1246 [07:53<04:01, 1.67it/s]
Testing: 68%|██████▊ | 844/1246 [07:53<03:27, 1.93it/s]
Testing: 68%|██████▊ | 845/1246 [07:53<03:40, 1.82it/s]
Testing: 68%|██████▊ | 846/1246 [07:54<03:11, 2.09it/s]
Testing: 68%|██████▊ | 847/1246 [07:54<03:31, 1.89it/s]
Testing: 68%|██████▊ | 848/1246 [07:55<04:02, 1.64it/s]
Testing: 68%|██████▊ | 849/1246 [07:56<03:47, 1.74it/s]
Testing: 68%|██████▊ | 850/1246 [07:56<03:17, 2.01it/s]
Testing: 68%|██████▊ | 851/1246 [07:56<02:53, 2.27it/s]
Testing: 68%|██████▊ | 852/1246 [07:57<02:35, 2.53it/s]
Testing: 68%|██████▊ | 853/1246 [07:57<03:22, 1.94it/s]
Testing: 69%|██████▊ | 854/1246 [07:58<02:57, 2.21it/s]
Testing: 69%|██████▊ | 855/1246 [07:58<03:28, 1.88it/s]
Testing: 69%|██████▊ | 856/1246 [07:59<03:30, 1.85it/s]
Testing: 69%|██████▉ | 857/1246 [08:00<03:30, 1.85it/s]
Testing: 69%|██████▉ | 858/1246 [08:00<03:00, 2.15it/s]
Testing: 69%|██████▉ | 859/1246 [08:00<02:40, 2.41it/s]
Testing: 69%|██████▉ | 860/1246 [08:01<04:16, 1.50it/s]
Testing: 69%|██████▉ | 861/1246 [08:02<03:36, 1.78it/s]
Testing: 69%|██████▉ | 862/1246 [08:02<03:06, 2.06it/s]
Testing: 69%|██████▉ | 863/1246 [08:02<03:05, 2.07it/s]
Testing: 69%|██████▉ | 864/1246 [08:03<03:21, 1.89it/s]
Testing: 69%|██████▉ | 865/1246 [08:03<02:54, 2.18it/s]
Testing: 70%|██████▉ | 866/1246 [08:04<03:12, 1.98it/s]
Testing: 70%|██████▉ | 867/1246 [08:05<03:09, 2.00it/s]
Testing: 70%|██████▉ | 868/1246 [08:05<03:16, 1.92it/s]
Testing: 70%|██████▉ | 869/1246 [08:06<03:09, 1.99it/s]
Testing: 70%|██████▉ | 870/1246 [08:06<02:48, 2.23it/s]
Testing: 70%|██████▉ | 871/1246 [08:06<03:08, 1.99it/s]
Testing: 70%|██████▉ | 872/1246 [08:07<03:04, 2.03it/s]
Testing: 70%|███████ | 873/1246 [08:08<03:20, 1.86it/s]
Testing: 70%|███████ | 874/1246 [08:08<02:55, 2.11it/s]
Testing: 70%|███████ | 875/1246 [08:09<03:49, 1.61it/s]
Testing: 70%|███████ | 876/1246 [08:09<03:37, 1.70it/s]
Testing: 70%|███████ | 877/1246 [08:10<03:26, 1.79it/s]
Testing: 70%|███████ | 878/1246 [08:10<03:26, 1.79it/s]
Testing: 71%|███████ | 879/1246 [08:11<02:37, 2.33it/s]
Testing: 71%|███████ | 880/1246 [08:11<03:22, 1.80it/s]
Testing: 71%|███████ | 881/1246 [08:12<03:21, 1.82it/s]
Testing: 71%|███████ | 882/1246 [08:12<03:08, 1.93it/s]
Testing: 71%|███████ | 883/1246 [08:13<03:38, 1.66it/s]
Testing: 71%|███████ | 884/1246 [08:14<03:09, 1.91it/s]
Testing: 71%|███████ | 885/1246 [08:14<03:20, 1.80it/s]
Testing: 71%|███████ | 886/1246 [08:15<03:37, 1.66it/s]
Testing: 71%|███████ | 887/1246 [08:16<03:39, 1.63it/s]
Testing: 71%|███████▏ | 888/1246 [08:16<03:31, 1.69it/s]
Testing: 71%|███████▏ | 889/1246 [08:17<04:44, 1.25it/s]
Testing: 71%|███████▏ | 890/1246 [08:18<04:01, 1.48it/s]
Testing: 72%|███████▏ | 891/1246 [08:18<03:55, 1.51it/s]
Testing: 72%|███████▏ | 892/1246 [08:19<03:42, 1.59it/s]
Testing: 72%|███████▏ | 893/1246 [08:19<03:32, 1.66it/s]
Testing: 72%|███████▏ | 894/1246 [08:20<03:33, 1.65it/s]
Testing: 72%|███████▏ | 895/1246 [08:20<03:10, 1.84it/s]
Testing: 72%|███████▏ | 896/1246 [08:21<02:51, 2.04it/s]
Testing: 72%|███████▏ | 897/1246 [08:21<02:47, 2.08it/s]
Testing: 72%|███████▏ | 898/1246 [08:22<02:27, 2.35it/s]
Testing: 72%|███████▏ | 899/1246 [08:22<02:54, 1.99it/s]
Testing: 72%|███████▏ | 900/1246 [08:23<02:35, 2.22it/s]
Testing: 72%|███████▏ | 901/1246 [08:23<02:37, 2.20it/s]
Testing: 72%|███████▏ | 902/1246 [08:24<02:45, 2.07it/s]
Testing: 72%|███████▏ | 903/1246 [08:24<02:41, 2.12it/s]
Testing: 73%|███████▎ | 904/1246 [08:25<02:39, 2.15it/s]
Testing: 73%|███████▎ | 905/1246 [08:25<02:54, 1.96it/s]
Testing: 73%|███████▎ | 906/1246 [08:26<02:42, 2.10it/s]
Testing: 73%|███████▎ | 907/1246 [08:26<02:22, 2.38it/s]
Testing: 73%|███████▎ | 908/1246 [08:26<02:26, 2.31it/s]
Testing: 73%|███████▎ | 909/1246 [08:27<03:01, 1.85it/s]
Testing: 73%|███████▎ | 910/1246 [08:28<03:03, 1.83it/s]
Testing: 73%|███████▎ | 911/1246 [08:28<03:28, 1.61it/s]
Testing: 73%|███████▎ | 912/1246 [08:31<06:05, 1.09s/it]
Testing: 73%|███████▎ | 913/1246 [08:31<04:50, 1.15it/s]
Testing: 73%|███████▎ | 914/1246 [08:31<03:55, 1.41it/s]
Testing: 73%|███████▎ | 915/1246 [08:32<04:13, 1.31it/s]
Testing: 74%|███████▎ | 916/1246 [08:33<03:30, 1.57it/s]
Testing: 74%|███████▎ | 917/1246 [08:33<03:29, 1.57it/s]
Testing: 74%|███████▎ | 918/1246 [08:34<03:13, 1.69it/s]
Testing: 74%|███████▍ | 919/1246 [08:34<03:33, 1.53it/s]
Testing: 74%|███████▍ | 920/1246 [08:35<02:59, 1.82it/s]
Testing: 74%|███████▍ | 921/1246 [08:35<02:35, 2.09it/s]
Testing: 74%|███████▍ | 922/1246 [08:36<02:34, 2.10it/s]
Testing: 74%|███████▍ | 923/1246 [08:36<02:25, 2.22it/s]
Testing: 74%|███████▍ | 924/1246 [08:36<02:08, 2.50it/s]
Testing: 74%|███████▍ | 925/1246 [08:37<01:59, 2.69it/s]
Testing: 74%|███████▍ | 926/1246 [08:37<01:51, 2.87it/s]
Testing: 74%|███████▍ | 927/1246 [08:37<01:46, 3.01it/s]
Testing: 74%|███████▍ | 928/1246 [08:38<01:56, 2.73it/s]
Testing: 75%|███████▍ | 929/1246 [08:38<02:05, 2.53it/s]
Testing: 75%|███████▍ | 930/1246 [08:39<02:20, 2.25it/s]
Testing: 75%|███████▍ | 931/1246 [08:39<02:21, 2.23it/s]
Testing: 75%|███████▍ | 932/1246 [08:39<02:14, 2.33it/s]
Testing: 75%|███████▍ | 933/1246 [08:40<03:10, 1.65it/s]
Testing: 75%|███████▍ | 934/1246 [08:41<03:20, 1.55it/s]
Testing: 75%|███████▌ | 935/1246 [08:42<03:56, 1.32it/s]
Testing: 75%|███████▌ | 936/1246 [08:43<03:22, 1.53it/s]
Testing: 75%|███████▌ | 937/1246 [08:43<02:50, 1.81it/s]
Testing: 75%|███████▌ | 938/1246 [08:44<02:57, 1.73it/s]
Testing: 75%|███████▌ | 939/1246 [08:44<02:40, 1.92it/s]
Testing: 75%|███████▌ | 940/1246 [08:45<03:10, 1.61it/s]
Testing: 76%|███████▌ | 941/1246 [08:45<02:56, 1.73it/s]
Testing: 76%|███████▌ | 942/1246 [08:46<03:00, 1.68it/s]
Testing: 76%|███████▌ | 943/1246 [08:47<03:31, 1.43it/s]
Testing: 76%|███████▌ | 944/1246 [08:47<03:13, 1.56it/s]
Testing: 76%|███████▌ | 945/1246 [08:48<03:15, 1.54it/s]
Testing: 76%|███████▌ | 946/1246 [08:49<03:21, 1.49it/s]
Testing: 76%|███████▌ | 947/1246 [08:49<03:24, 1.46it/s]
Testing: 76%|███████▌ | 948/1246 [08:50<02:51, 1.74it/s]
Testing: 76%|███████▌ | 949/1246 [08:50<02:41, 1.84it/s]
Testing: 76%|███████▌ | 950/1246 [08:51<02:21, 2.10it/s]
Testing: 76%|███████▋ | 951/1246 [08:51<02:20, 2.09it/s]
Testing: 76%|███████▋ | 952/1246 [08:51<01:51, 2.65it/s]
Testing: 76%|███████▋ | 953/1246 [08:52<01:42, 2.85it/s]
Testing: 77%|███████▋ | 954/1246 [08:52<01:51, 2.63it/s]
Testing: 77%|███████▋ | 955/1246 [08:52<01:43, 2.80it/s]
Testing: 77%|███████▋ | 956/1246 [08:53<02:19, 2.07it/s]
Testing: 77%|███████▋ | 957/1246 [08:54<02:18, 2.09it/s]
Testing: 77%|███████▋ | 958/1246 [08:54<02:24, 1.99it/s]
Testing: 77%|███████▋ | 959/1246 [08:54<02:08, 2.24it/s]
Testing: 77%|███████▋ | 960/1246 [08:55<02:36, 1.83it/s]
Testing: 77%|███████▋ | 961/1246 [08:56<03:31, 1.35it/s]
Testing: 77%|███████▋ | 962/1246 [08:57<03:38, 1.30it/s]
Testing: 77%|███████▋ | 963/1246 [08:58<03:32, 1.33it/s]
Testing: 77%|███████▋ | 964/1246 [08:58<02:55, 1.61it/s]
Testing: 77%|███████▋ | 965/1246 [08:59<03:09, 1.48it/s]
Testing: 78%|███████▊ | 966/1246 [08:59<02:52, 1.62it/s]
Testing: 78%|███████▊ | 967/1246 [09:00<02:50, 1.63it/s]
Testing: 78%|███████▊ | 968/1246 [09:01<03:06, 1.49it/s]
Testing: 78%|███████▊ | 969/1246 [09:01<02:51, 1.62it/s]
Testing: 78%|███████▊ | 970/1246 [09:02<03:26, 1.33it/s]
Testing: 78%|███████▊ | 971/1246 [09:03<03:18, 1.38it/s]
Testing: 78%|███████▊ | 972/1246 [09:04<02:50, 1.60it/s]
Testing: 78%|███████▊ | 973/1246 [09:04<02:54, 1.56it/s]
Testing: 78%|███████▊ | 974/1246 [09:05<02:33, 1.77it/s]
Testing: 78%|███████▊ | 975/1246 [09:05<02:43, 1.66it/s]
Testing: 78%|███████▊ | 976/1246 [09:06<02:19, 1.94it/s]
Testing: 78%|███████▊ | 977/1246 [09:06<02:14, 2.00it/s]
Testing: 78%|███████▊ | 978/1246 [09:07<02:23, 1.86it/s]
Testing: 79%|███████▊ | 979/1246 [09:07<02:24, 1.85it/s]
Testing: 79%|███████▊ | 980/1246 [09:08<02:04, 2.13it/s]
Testing: 79%|███████▊ | 981/1246 [09:08<02:02, 2.17it/s]
Testing: 79%|███████▉ | 982/1246 [09:08<01:50, 2.38it/s]
Testing: 79%|███████▉ | 983/1246 [09:09<02:27, 1.79it/s]
Testing: 79%|███████▉ | 984/1246 [09:10<02:26, 1.78it/s]
Testing: 79%|███████▉ | 985/1246 [09:10<02:05, 2.08it/s]
Testing: 79%|███████▉ | 986/1246 [09:11<02:35, 1.67it/s]
Testing: 79%|███████▉ | 987/1246 [09:12<03:14, 1.33it/s]
Testing: 79%|███████▉ | 988/1246 [09:13<03:12, 1.34it/s]
Testing: 79%|███████▉ | 989/1246 [09:13<02:50, 1.50it/s]
Testing: 79%|███████▉ | 990/1246 [09:14<03:13, 1.32it/s]
Testing: 80%|███████▉ | 991/1246 [09:15<02:40, 1.59it/s]
Testing: 80%|███████▉ | 992/1246 [09:15<02:15, 1.87it/s]
Testing: 80%|███████▉ | 993/1246 [09:15<02:10, 1.93it/s]
Testing: 80%|███████▉ | 994/1246 [09:16<02:00, 2.09it/s]
Testing: 80%|███████▉ | 995/1246 [09:16<01:53, 2.22it/s]
Testing: 80%|███████▉ | 996/1246 [09:17<02:09, 1.93it/s]
Testing: 80%|████████ | 997/1246 [09:18<03:13, 1.29it/s]
Testing: 80%|████████ | 998/1246 [09:19<03:15, 1.27it/s]
Testing: 80%|████████ | 999/1246 [09:20<03:03, 1.35it/s]
Testing: 80%|████████ | 1000/1246 [09:21<03:22, 1.22it/s]
Testing: 80%|████████ | 1001/1246 [09:21<02:44, 1.49it/s]
Testing: 80%|████████ | 1002/1246 [09:21<02:23, 1.70it/s]
Testing: 80%|████████ | 1003/1246 [09:22<02:12, 1.84it/s]
Testing: 81%|████████ | 1004/1246 [09:23<02:29, 1.62it/s]
Testing: 81%|████████ | 1005/1246 [09:23<02:07, 1.89it/s]
Testing: 81%|████████ | 1006/1246 [09:23<02:09, 1.85it/s]
Testing: 81%|████████ | 1007/1246 [09:24<02:25, 1.64it/s]
Testing: 81%|████████ | 1008/1246 [09:25<02:21, 1.68it/s]
Testing: 81%|████████ | 1009/1246 [09:26<02:34, 1.53it/s]
Testing: 81%|████████ | 1010/1246 [09:26<02:45, 1.42it/s]
Testing: 81%|████████ | 1011/1246 [09:27<02:29, 1.57it/s]
Testing: 81%|████████ | 1012/1246 [09:27<02:18, 1.69it/s]
Testing: 81%|████████▏ | 1013/1246 [09:28<02:09, 1.80it/s]
Testing: 81%|████████▏ | 1014/1246 [09:28<01:50, 2.10it/s]
Testing: 81%|████████▏ | 1015/1246 [09:29<02:12, 1.75it/s]
Testing: 82%|████████▏ | 1016/1246 [09:29<02:05, 1.84it/s]
Testing: 82%|████████▏ | 1017/1246 [09:30<02:04, 1.84it/s]
Testing: 82%|████████▏ | 1018/1246 [09:30<01:47, 2.13it/s]
Testing: 82%|████████▏ | 1019/1246 [09:31<02:08, 1.77it/s]
Testing: 82%|████████▏ | 1020/1246 [09:33<03:24, 1.11it/s]
Testing: 82%|████████▏ | 1021/1246 [09:33<02:43, 1.37it/s]
Testing: 82%|████████▏ | 1022/1246 [09:33<02:16, 1.64it/s]
Testing: 82%|████████▏ | 1023/1246 [09:34<02:17, 1.62it/s]
Testing: 82%|████████▏ | 1024/1246 [09:35<02:18, 1.60it/s]
Testing: 82%|████████▏ | 1025/1246 [09:35<01:56, 1.90it/s]
Testing: 82%|████████▏ | 1026/1246 [09:35<01:40, 2.19it/s]
Testing: 82%|████████▏ | 1027/1246 [09:36<02:01, 1.81it/s]
Testing: 83%|████████▎ | 1028/1246 [09:36<01:45, 2.06it/s]
Testing: 83%|████████▎ | 1029/1246 [09:37<01:44, 2.08it/s]
Testing: 83%|████████▎ | 1030/1246 [09:37<01:33, 2.31it/s]
Testing: 83%|████████▎ | 1031/1246 [09:38<02:01, 1.78it/s]
Testing: 83%|████████▎ | 1032/1246 [09:38<01:44, 2.05it/s]
Testing: 83%|████████▎ | 1033/1246 [09:39<01:54, 1.87it/s]
Testing: 83%|████████▎ | 1034/1246 [09:40<02:00, 1.76it/s]
Testing: 83%|████████▎ | 1035/1246 [09:40<02:14, 1.57it/s]
Testing: 83%|████████▎ | 1036/1246 [09:41<01:54, 1.84it/s]
Testing: 83%|████████▎ | 1037/1246 [09:41<01:59, 1.75it/s]
Testing: 83%|████████▎ | 1038/1246 [09:42<02:08, 1.62it/s]
Testing: 83%|████████▎ | 1039/1246 [09:42<01:53, 1.82it/s]
Testing: 83%|████████▎ | 1040/1246 [09:43<01:36, 2.12it/s]
Testing: 84%|████████▎ | 1041/1246 [09:43<01:25, 2.39it/s]
Testing: 84%|████████▎ | 1042/1246 [09:44<01:31, 2.22it/s]
Testing: 84%|████████▎ | 1043/1246 [09:44<01:31, 2.22it/s]
Testing: 84%|████████▍ | 1044/1246 [09:44<01:22, 2.44it/s]
Testing: 84%|████████▍ | 1045/1246 [09:45<01:33, 2.15it/s]
Testing: 84%|████████▍ | 1046/1246 [09:45<01:33, 2.13it/s]
Testing: 84%|████████▍ | 1047/1246 [09:46<01:29, 2.23it/s]
Testing: 84%|████████▍ | 1048/1246 [09:46<01:19, 2.49it/s]
Testing: 84%|████████▍ | 1049/1246 [09:46<01:13, 2.69it/s]
Testing: 84%|████████▍ | 1050/1246 [09:47<01:07, 2.91it/s]
Testing: 84%|████████▍ | 1051/1246 [09:47<01:13, 2.64it/s]
Testing: 84%|████████▍ | 1052/1246 [09:48<01:32, 2.10it/s]
Testing: 85%|████████▍ | 1053/1246 [09:48<01:32, 2.10it/s]
Testing: 85%|████████▍ | 1054/1246 [09:49<01:22, 2.33it/s]
Testing: 85%|████████▍ | 1055/1246 [09:49<01:24, 2.27it/s]
Testing: 85%|████████▍ | 1056/1246 [09:50<01:25, 2.22it/s]
Testing: 85%|████████▍ | 1057/1246 [09:50<01:36, 1.97it/s]
Testing: 85%|████████▍ | 1058/1246 [09:51<02:15, 1.39it/s]
Testing: 85%|████████▍ | 1059/1246 [09:53<02:51, 1.09it/s]
Testing: 85%|████████▌ | 1060/1246 [09:53<02:31, 1.22it/s]
Testing: 85%|████████▌ | 1061/1246 [09:54<02:16, 1.36it/s]
Testing: 85%|████████▌ | 1062/1246 [09:54<02:00, 1.52it/s]
Testing: 85%|████████▌ | 1063/1246 [09:55<01:41, 1.80it/s]
Testing: 85%|████████▌ | 1064/1246 [09:55<01:36, 1.89it/s]
Testing: 85%|████████▌ | 1065/1246 [09:56<01:32, 1.95it/s]
Testing: 86%|████████▌ | 1066/1246 [09:56<01:21, 2.20it/s]
Testing: 86%|████████▌ | 1067/1246 [09:57<01:30, 1.97it/s]
Testing: 86%|████████▌ | 1068/1246 [09:57<01:19, 2.23it/s]
Testing: 86%|████████▌ | 1069/1246 [09:58<01:29, 1.98it/s]
Testing: 86%|████████▌ | 1070/1246 [09:58<01:17, 2.27it/s]
Testing: 86%|████████▌ | 1071/1246 [09:58<01:17, 2.25it/s]
Testing: 86%|████████▌ | 1072/1246 [09:59<01:13, 2.38it/s]
Testing: 86%|████████▌ | 1073/1246 [09:59<01:30, 1.92it/s]
Testing: 86%|████████▌ | 1074/1246 [10:00<01:31, 1.89it/s]
Testing: 86%|████████▋ | 1075/1246 [10:00<01:25, 1.99it/s]
Testing: 86%|████████▋ | 1076/1246 [10:01<01:19, 2.14it/s]
Testing: 86%|████████▋ | 1077/1246 [10:02<01:34, 1.78it/s]
Testing: 87%|████████▋ | 1078/1246 [10:02<01:33, 1.79it/s]
Testing: 87%|████████▋ | 1079/1246 [10:03<01:24, 1.97it/s]
Testing: 87%|████████▋ | 1080/1246 [10:03<01:21, 2.05it/s]
Testing: 87%|████████▋ | 1081/1246 [10:04<01:39, 1.66it/s]
Testing: 87%|████████▋ | 1082/1246 [10:04<01:28, 1.85it/s]
Testing: 87%|████████▋ | 1083/1246 [10:05<01:35, 1.71it/s]
Testing: 87%|████████▋ | 1084/1246 [10:05<01:28, 1.83it/s]
Testing: 87%|████████▋ | 1085/1246 [10:06<01:25, 1.89it/s]
Testing: 87%|████████▋ | 1086/1246 [10:06<01:21, 1.95it/s]
Testing: 87%|████████▋ | 1087/1246 [10:07<01:31, 1.74it/s]
Testing: 87%|████████▋ | 1088/1246 [10:08<01:26, 1.82it/s]
Testing: 87%|████████▋ | 1089/1246 [10:08<01:30, 1.73it/s]
Testing: 87%|████████▋ | 1090/1246 [10:09<01:33, 1.67it/s]
Testing: 88%|████████▊ | 1091/1246 [10:09<01:34, 1.64it/s]
Testing: 88%|████████▊ | 1092/1246 [10:10<01:24, 1.83it/s]
Testing: 88%|████████▊ | 1093/1246 [10:10<01:12, 2.11it/s]
Testing: 88%|████████▊ | 1094/1246 [10:11<01:06, 2.28it/s]
Testing: 88%|████████▊ | 1095/1246 [10:11<01:10, 2.14it/s]
Testing: 88%|████████▊ | 1096/1246 [10:12<01:08, 2.18it/s]
Testing: 88%|████████▊ | 1097/1246 [10:13<01:45, 1.41it/s]
Testing: 88%|████████▊ | 1098/1246 [10:13<01:31, 1.61it/s]
Testing: 88%|████████▊ | 1099/1246 [10:14<01:24, 1.73it/s]
Testing: 88%|████████▊ | 1100/1246 [10:14<01:16, 1.91it/s]
Testing: 88%|████████▊ | 1101/1246 [10:14<01:06, 2.19it/s]
Testing: 88%|████████▊ | 1102/1246 [10:15<00:58, 2.47it/s]
Testing: 89%|████████▊ | 1103/1246 [10:15<00:52, 2.71it/s]
Testing: 89%|████████▊ | 1104/1246 [10:16<00:59, 2.40it/s]
Testing: 89%|████████▊ | 1105/1246 [10:17<01:28, 1.59it/s]
Testing: 89%|████████▉ | 1106/1246 [10:17<01:30, 1.55it/s]
Testing: 89%|████████▉ | 1107/1246 [10:18<01:16, 1.81it/s]
Testing: 89%|████████▉ | 1108/1246 [10:18<01:08, 2.00it/s]
Testing: 89%|████████▉ | 1109/1246 [10:19<01:16, 1.79it/s]
Testing: 89%|████████▉ | 1110/1246 [10:19<01:06, 2.06it/s]
Testing: 89%|████████▉ | 1111/1246 [10:19<00:58, 2.31it/s]
Testing: 89%|████████▉ | 1112/1246 [10:20<01:02, 2.13it/s]
Testing: 89%|████████▉ | 1113/1246 [10:20<01:02, 2.12it/s]
Testing: 89%|████████▉ | 1114/1246 [10:21<01:05, 2.02it/s]
Testing: 89%|████████▉ | 1115/1246 [10:21<00:57, 2.28it/s]
Testing: 90%|████████▉ | 1116/1246 [10:22<01:03, 2.04it/s]
Testing: 90%|████████▉ | 1117/1246 [10:22<00:57, 2.25it/s]
Testing: 90%|████████▉ | 1118/1246 [10:23<01:04, 2.00it/s]
Testing: 90%|████████▉ | 1119/1246 [10:23<01:02, 2.04it/s]
Testing: 90%|████████▉ | 1120/1246 [10:24<01:03, 1.97it/s]
Testing: 90%|████████▉ | 1121/1246 [10:24<01:01, 2.04it/s]
Testing: 90%|█████████ | 1122/1246 [10:25<00:59, 2.09it/s]
Testing: 90%|█████████ | 1123/1246 [10:25<01:06, 1.84it/s]
Testing: 90%|█████████ | 1124/1246 [10:26<01:24, 1.44it/s]
Testing: 90%|█████████ | 1125/1246 [10:27<01:16, 1.59it/s]
Testing: 90%|█████████ | 1126/1246 [10:27<01:10, 1.71it/s]
Testing: 90%|█████████ | 1127/1246 [10:28<01:00, 1.98it/s]
Testing: 91%|█████████ | 1128/1246 [10:28<00:58, 2.01it/s]
Testing: 91%|█████████ | 1129/1246 [10:29<00:52, 2.24it/s]
Testing: 91%|█████████ | 1130/1246 [10:29<01:03, 1.82it/s]
Testing: 91%|█████████ | 1131/1246 [10:29<00:49, 2.32it/s]
Testing: 91%|█████████ | 1132/1246 [10:33<02:40, 1.40s/it]
Testing: 91%|█████████ | 1133/1246 [10:34<02:03, 1.09s/it]
Testing: 91%|█████████ | 1134/1246 [10:34<01:44, 1.07it/s]
Testing: 91%|█████████ | 1135/1246 [10:34<01:23, 1.33it/s]
Testing: 91%|█████████ | 1136/1246 [10:35<01:13, 1.49it/s]
Testing: 91%|█████████▏| 1137/1246 [10:36<01:12, 1.51it/s]
Testing: 91%|█████████▏| 1138/1246 [10:36<01:02, 1.72it/s]
Testing: 91%|█████████▏| 1139/1246 [10:36<01:00, 1.77it/s]
Testing: 91%|█████████▏| 1140/1246 [10:37<00:56, 1.88it/s]
Testing: 92%|█████████▏| 1141/1246 [10:38<01:04, 1.63it/s]
Testing: 92%|█████████▏| 1142/1246 [10:38<00:54, 1.91it/s]
Testing: 92%|█████████▏| 1143/1246 [10:39<00:52, 1.96it/s]
Testing: 92%|█████████▏| 1144/1246 [10:39<00:47, 2.13it/s]
Testing: 92%|█████████▏| 1145/1246 [10:39<00:46, 2.15it/s]
Testing: 92%|█████████▏| 1146/1246 [10:40<00:43, 2.30it/s]
Testing: 92%|█████████▏| 1147/1246 [10:41<00:58, 1.70it/s]
Testing: 92%|█████████▏| 1148/1246 [10:41<00:54, 1.79it/s]
Testing: 92%|█████████▏| 1149/1246 [10:42<00:51, 1.87it/s]
Testing: 92%|█████████▏| 1150/1246 [10:43<01:03, 1.52it/s]
Testing: 92%|█████████▏| 1151/1246 [10:43<00:53, 1.78it/s]
Testing: 92%|█████████▏| 1152/1246 [10:43<00:48, 1.95it/s]
Testing: 93%|█████████▎| 1153/1246 [10:44<00:43, 2.13it/s]
Testing: 93%|█████████▎| 1154/1246 [10:44<00:46, 1.97it/s]
Testing: 93%|█████████▎| 1155/1246 [10:45<00:45, 2.00it/s]
Testing: 93%|█████████▎| 1156/1246 [10:45<00:48, 1.84it/s]
Testing: 93%|█████████▎| 1157/1246 [10:46<00:49, 1.81it/s]
Testing: 93%|█████████▎| 1158/1246 [10:46<00:46, 1.90it/s]
Testing: 93%|█████████▎| 1159/1246 [10:47<00:35, 2.44it/s]
Testing: 93%|█████████▎| 1160/1246 [10:47<00:42, 2.03it/s]
Testing: 93%|█████████▎| 1161/1246 [10:48<00:45, 1.88it/s]
Testing: 93%|█████████▎| 1162/1246 [10:48<00:38, 2.17it/s]
Testing: 93%|█████████▎| 1163/1246 [10:49<00:38, 2.17it/s]
Testing: 93%|█████████▎| 1164/1246 [10:49<00:33, 2.42it/s]
Testing: 93%|█████████▎| 1165/1246 [10:49<00:34, 2.37it/s]
Testing: 94%|█████████▎| 1166/1246 [10:50<00:40, 1.97it/s]
Testing: 94%|█████████▎| 1167/1246 [10:50<00:35, 2.24it/s]
Testing: 94%|█████████▎| 1168/1246 [10:51<00:31, 2.51it/s]
Testing: 94%|█████████▍| 1169/1246 [10:51<00:35, 2.15it/s]
Testing: 94%|█████████▍| 1170/1246 [10:52<00:32, 2.36it/s]
Testing: 94%|█████████▍| 1171/1246 [10:52<00:32, 2.27it/s]
Testing: 94%|█████████▍| 1172/1246 [10:53<00:31, 2.33it/s]
Testing: 94%|█████████▍| 1173/1246 [10:53<00:29, 2.44it/s]
Testing: 94%|█████████▍| 1174/1246 [10:53<00:30, 2.36it/s]
Testing: 94%|█████████▍| 1175/1246 [10:54<00:27, 2.62it/s]
Testing: 94%|█████████▍| 1176/1246 [10:54<00:25, 2.79it/s]
Testing: 94%|█████████▍| 1177/1246 [10:54<00:28, 2.41it/s]
Testing: 95%|█████████▍| 1178/1246 [10:55<00:26, 2.60it/s]
Testing: 95%|█████████▍| 1179/1246 [10:55<00:27, 2.48it/s]
Testing: 95%|█████████▍| 1180/1246 [10:56<00:28, 2.34it/s]
Testing: 95%|█████████▍| 1181/1246 [10:56<00:27, 2.39it/s]
Testing: 95%|█████████▍| 1182/1246 [10:57<00:39, 1.60it/s]
Testing: 95%|█████████▍| 1183/1246 [10:58<00:33, 1.86it/s]
Testing: 95%|█████████▌| 1184/1246 [10:58<00:39, 1.58it/s]
Testing: 95%|█████████▌| 1185/1246 [10:59<00:38, 1.58it/s]
Testing: 95%|█████████▌| 1186/1246 [11:00<00:38, 1.54it/s]
Testing: 95%|█████████▌| 1187/1246 [11:01<00:40, 1.45it/s]
Testing: 95%|█████████▌| 1188/1246 [11:01<00:33, 1.71it/s]
Testing: 95%|█████████▌| 1189/1246 [11:01<00:30, 1.88it/s]
Testing: 96%|█████████▌| 1190/1246 [11:02<00:31, 1.79it/s]
Testing: 96%|█████████▌| 1191/1246 [11:02<00:28, 1.90it/s]
Testing: 96%|█████████▌| 1192/1246 [11:03<00:25, 2.09it/s]
Testing: 96%|█████████▌| 1193/1246 [11:03<00:24, 2.13it/s]
Testing: 96%|█████████▌| 1194/1246 [11:04<00:27, 1.86it/s]
Testing: 96%|█████████▌| 1195/1246 [11:04<00:28, 1.76it/s]
Testing: 96%|█████████▌| 1196/1246 [11:05<00:29, 1.69it/s]
Testing: 96%|█████████▌| 1197/1246 [11:06<00:30, 1.59it/s]
Testing: 96%|█████████▌| 1198/1246 [11:06<00:27, 1.72it/s]
Testing: 96%|█████████▌| 1199/1246 [11:07<00:25, 1.83it/s]
Testing: 96%|█████████▋| 1200/1246 [11:07<00:23, 1.93it/s]
Testing: 96%|█████████▋| 1201/1246 [11:08<00:20, 2.18it/s]
Testing: 96%|█████████▋| 1202/1246 [11:08<00:19, 2.30it/s]
Testing: 97%|█████████▋| 1203/1246 [11:08<00:16, 2.56it/s]
Testing: 97%|█████████▋| 1204/1246 [11:09<00:21, 1.98it/s]
Testing: 97%|█████████▋| 1205/1246 [11:10<00:20, 1.99it/s]
Testing: 97%|█████████▋| 1206/1246 [11:10<00:18, 2.12it/s]
Testing: 97%|█████████▋| 1207/1246 [11:11<00:21, 1.86it/s]
Testing: 97%|█████████▋| 1208/1246 [11:12<00:31, 1.20it/s]
Testing: 97%|█████████▋| 1209/1246 [11:13<00:30, 1.21it/s]
Testing: 97%|█████████▋| 1210/1246 [11:14<00:28, 1.28it/s]
Testing: 97%|█████████▋| 1211/1246 [11:14<00:25, 1.35it/s]
Testing: 97%|█████████▋| 1212/1246 [11:15<00:24, 1.40it/s]
Testing: 97%|█████████▋| 1213/1246 [11:15<00:20, 1.58it/s]
Testing: 97%|█████████▋| 1214/1246 [11:16<00:20, 1.59it/s]
Testing: 98%|█████████▊| 1215/1246 [11:17<00:19, 1.60it/s]
Testing: 98%|█████████▊| 1216/1246 [11:17<00:18, 1.61it/s]
Testing: 98%|█████████▊| 1217/1246 [11:18<00:15, 1.89it/s]
Testing: 98%|█████████▊| 1218/1246 [11:18<00:14, 1.89it/s]
Testing: 98%|█████████▊| 1219/1246 [11:18<00:12, 2.18it/s]
Testing: 98%|█████████▊| 1220/1246 [11:19<00:11, 2.30it/s]
Testing: 98%|█████████▊| 1221/1246 [11:19<00:11, 2.27it/s]
Testing: 98%|█████████▊| 1222/1246 [11:19<00:09, 2.55it/s]
Testing: 98%|█████████▊| 1223/1246 [11:20<00:11, 1.98it/s]
Testing: 98%|█████████▊| 1224/1246 [11:21<00:10, 2.00it/s]
Testing: 98%|█████████▊| 1225/1246 [11:21<00:10, 2.04it/s]
Testing: 98%|█████████▊| 1226/1246 [11:22<00:10, 1.87it/s]
Testing: 98%|█████████▊| 1227/1246 [11:23<00:11, 1.69it/s]
Testing: 99%|█████████▊| 1228/1246 [11:23<00:09, 1.81it/s]
Testing: 99%|█████████▊| 1229/1246 [11:24<00:09, 1.82it/s]
Testing: 99%|█████████▊| 1230/1246 [11:24<00:09, 1.76it/s]
Testing: 99%|█████████▉| 1231/1246 [11:25<00:07, 1.96it/s]
Testing: 99%|█████████▉| 1232/1246 [11:25<00:08, 1.63it/s]
Testing: 99%|█████████▉| 1233/1246 [11:26<00:08, 1.61it/s]
Testing: 99%|█████████▉| 1234/1246 [11:27<00:06, 1.72it/s]
Testing: 99%|█████████▉| 1235/1246 [11:27<00:06, 1.83it/s]
Testing: 99%|█████████▉| 1236/1246 [11:28<00:06, 1.47it/s]
Testing: 99%|█████████▉| 1237/1246 [11:28<00:05, 1.62it/s]
Testing: 99%|█████████▉| 1238/1246 [11:29<00:04, 1.81it/s]
Testing: 99%|█████████▉| 1239/1246 [11:29<00:03, 1.88it/s]
Testing: 100%|█████████▉| 1240/1246 [11:30<00:02, 2.15it/s]
Testing: 100%|█████████▉| 1241/1246 [11:31<00:03, 1.64it/s]
Testing: 100%|█████████▉| 1242/1246 [11:31<00:02, 1.74it/s]
Testing: 100%|█████████▉| 1243/1246 [11:32<00:01, 1.67it/s]
Testing: 100%|█████████▉| 1244/1246 [11:32<00:01, 1.78it/s]
Testing: 100%|█████████▉| 1245/1246 [11:33<00:00, 2.04it/s]
Testing: 100%|██████████| 1246/1246 [11:33<00:00, 1.79it/s]
Testing: 100%|██████████| 1246/1246 [11:33<00:00, 1.80it/s]
============================================================
LOGO DETECTION TEST RESULTS
============================================================
Configuration:
Reference logos sampled: 50
Refs per logo: 3
Total reference embeddings:150
Positive samples per logo: 5
Negative samples per logo: 20
Test images processed: 1246
CLIP similarity threshold: 0.75
DETR confidence threshold: 0.5
Matching method: multi-ref
Matching margin: 0.05
Min matching refs: 1
Similarity aggregation: mean
Random seed: 42
Metrics:
True Positives (correct matches): 144
False Positives (wrong matches): 237
False Negatives (missed logos): 126
Total expected matches: 249
Scores:
Precision: 0.3780 (37.8%)
Recall: 0.5783 (57.8%)
F1 Score: 0.4571 (45.7%)
Example False Positives (first 5):
- Image: Transportation/lifan-1/18.jpg
Matched: yutong-1 (similarity: 0.813)
- Image: Food/Bubba_Gump_Shrimp_Company/25.jpg
Matched: Bubba Gump Shrimp Company (similarity: 0.873)
- Image: Electronic/Hanimex/85.jpg
Matched: ITS-1 (similarity: 0.759)
- Image: Medical/perdolan/35.jpg
Matched: KooGa (similarity: 0.817)
- Image: Others/coles/44.jpg
Matched: E-CLOTH (similarity: 0.798)
Reference logos used (50):
- A. Marinelli
- AKOO
- AOKANG
- Avlon
- Braddington Young
- Bubba Gump Shrimp Company
- Caffe Pascucci
- Caribou Coffee
- Carlos Torano
- Carola
- Carolina Herrera
- Colman's
- E-CLOTH
- EskinoL
- Fruit Selection Yogurt
- Georgia Boot
- Gulf Oil
- Hooters
- Hovis
- I Can't Believe It's Not Butter
... and 30 more
============================================================
============================================================
SIMILARITY DISTRIBUTION ANALYSIS
============================================================
TRUE POSITIVE similarities (correct matches) (n=144):
Min: 0.7519
Max: 0.9685
Mean: 0.8534
StdDev: 0.0590
Median: 0.8565
P10: 0.7712
P25: 0.8041
P75: 0.9059
P90: 0.9322
Above threshold (0.75): 144 (100.0%)
Below threshold (0.75): 0 (0.0%)
FALSE POSITIVE similarities (wrong matches) (n=237):
Min: 0.7502
Max: 0.9042
Mean: 0.7870
StdDev: 0.0313
Median: 0.7815
P10: 0.7551
P25: 0.7598
P75: 0.8043
P90: 0.8320
Above threshold (0.75): 237 (100.0%)
Below threshold (0.75): 0 (0.0%)
MISSED LOGO best similarities (false negatives) (n=126):
Min: 0.4303
Max: 0.9882
Mean: 0.7110
StdDev: 0.1172
Median: 0.7295
P10: 0.5474
P25: 0.6226
P75: 0.7871
P90: 0.8569
Above threshold (0.75): 55 (43.7%)
Below threshold (0.75): 71 (56.3%)
ALL similarities to CORRECT logos (per-ref) (n=1827):
Min: 0.1785
Max: 0.9936
Mean: 0.6367
StdDev: 0.1664
Median: 0.6126
P10: 0.4307
P25: 0.5120
P75: 0.7632
P90: 0.8826
Above threshold (0.75): 492 (26.9%)
Below threshold (0.75): 1335 (73.1%)
ALL similarities to WRONG logos (per-ref) (n=425523):
Min: -0.0806
Max: 0.9702
Mean: 0.4370
StdDev: 0.1229
Median: 0.4385
P10: 0.2777
P25: 0.3551
P75: 0.5193
P90: 0.5926
Above threshold (0.75): 2483 (0.6%)
Below threshold (0.75): 423040 (99.4%)
----------------------------------------
OVERLAP ANALYSIS:
True Positives range: [0.7519, 0.9685]
False Positives range: [0.7502, 0.9042]
OVERLAP REGION: [0.7519, 0.9042]
TPs in overlap: 106 (73.6%)
FPs in overlap: 228 (96.2%)
SUGGESTED OPTIMAL THRESHOLD: 0.8189
(would give F1 = 0.7189 on this data)
----------------------------------------
SAMPLE DETECTION DETAILS (first 20 of 2849):
[1] Image: Transportation/lifan-1/18.jpg
Expected: ['lifan-1']
DETR score: 0.939
Top 5 matches:
0.8765 lifan-1 <-- CORRECT
0.6057 yutong-1
0.5524 timbuk2-1
0.5381 jetbeam
0.5297 ITS-1
[2] Image: Transportation/lifan-1/18.jpg
Expected: ['lifan-1']
DETR score: 0.807
Top 5 matches:
0.8125 yutong-1
0.5748 jetbeam
0.5631 gree-3
0.5579 AOKANG
0.5559 arrinera
[3] Image: Food/roy_rogers_restaurants/77.jpg
Expected: (none)
DETR score: 0.969
Top 5 matches:
0.5622 Georgia Boot
0.5154 I Can't Believe It's Not Butter
0.4958 Marvis
0.4870 Bubba Gump Shrimp Company
0.4539 Imo's Pizza
[4] Image: Others/basilisk/30.jpg
Expected: (none)
DETR score: 0.951
Top 5 matches:
0.4639 phillips petroleum
0.4508 montesierpe
0.4412 Georgia Boot
0.4302 Caribou Coffee
0.4054 surly bikes
[5] Image: Others/cofco/6.jpg
Expected: (none)
DETR score: 0.700
Top 5 matches:
0.7284 yutong-1
0.6689 taobao.com
0.6637 AOKANG
0.6518 KooGa
0.6202 AKOO
[6] Image: Others/cofco/6.jpg
Expected: (none)
DETR score: 0.645
Top 5 matches:
0.6575 gree-3
0.6574 EskinoL
0.5793 taobao.com
0.5770 yutong-1
0.5673 AOKANG
[7] Image: Transportation/speedway_llc/4.jpg
Expected: (none)
DETR score: 0.941
Top 5 matches:
0.5071 gree-3
0.4694 jetbeam
0.4668 Maggi
0.4544 xunxing
0.4332 timbuk2-1
[8] Image: Transportation/speedway_llc/4.jpg
Expected: (none)
DETR score: 0.609
Top 5 matches:
0.7219 KooGa
0.7015 E-CLOTH
0.6863 oso
0.6755 taobao.com
0.6635 timbuk2-1
[9] Image: Others/Johnson_Outdoors/21.jpg
Expected: ['Johnson Outdoors']
DETR score: 0.589
Top 5 matches:
0.8524 Johnson Outdoors <-- CORRECT
0.5733 oso
0.5652 Carolina Herrera
0.5646 war horse
0.5234 montane
[10] Image: Others/Johnson_Outdoors/21.jpg
Expected: ['Johnson Outdoors']
DETR score: 0.540
Top 5 matches:
0.7696 Braddington Young
0.7452 montane
0.7401 KooGa
0.7348 E-CLOTH
0.7145 AKOO
[11] Image: Others/Johnson_Outdoors/21.jpg
Expected: ['Johnson Outdoors']
DETR score: 0.536
Top 5 matches:
0.7097 timbuk2-1
0.6960 KooGa
0.6714 taobao.com
0.6695 EskinoL
0.6659 E-CLOTH
[12] Image: Transportation/Caloi/65.jpg
Expected: (none)
DETR score: 0.771
Top 5 matches:
0.7099 EskinoL
0.6725 timbuk2-1
0.6546 baby bullet
0.6510 KooGa
0.6211 jetbeam
[13] Image: Transportation/Caloi/65.jpg
Expected: (none)
DETR score: 0.659
Top 5 matches:
0.6809 KooGa
0.5861 E-CLOTH
0.5848 EskinoL
0.5753 timbuk2-1
0.5738 taza chocolate
[14] Image: Transportation/Caloi/65.jpg
Expected: (none)
DETR score: 0.627
Top 5 matches:
0.6931 EskinoL
0.6787 jetbeam
0.6445 surly bikes
0.6271 baby bullet
0.6198 taobao.com
[15] Image: Transportation/Caloi/65.jpg
Expected: (none)
DETR score: 0.548
Top 5 matches:
0.5975 gree-3
0.5968 KooGa
0.5955 la cocinera
0.5901 E-CLOTH
0.5884 EskinoL
[16] Image: Transportation/Caloi/65.jpg
Expected: (none)
DETR score: 0.515
Top 5 matches:
0.6712 lanidor
0.6420 E-CLOTH
0.6392 EskinoL
0.6204 Caribou Coffee
0.6190 montesierpe
[17] Image: Food/Bubba_Gump_Shrimp_Company/25.jpg
Expected: (none)
DETR score: 0.924
Top 5 matches:
0.8733 Bubba Gump Shrimp Company
0.5829 Georgia Boot
0.4572 Gulf Oil
0.4372 stacy adams-2
0.4273 xunxing
[18] Image: Transportation/pakistan_oilfields/43.jpg
Expected: (none)
DETR score: 0.867
Top 5 matches:
0.6250 lifan-1
0.6124 vpl
0.5953 E-CLOTH
0.5626 KooGa
0.5474 Avlon
[19] Image: Transportation/pakistan_oilfields/43.jpg
Expected: (none)
DETR score: 0.768
Top 5 matches:
0.6115 phillips petroleum
0.6054 Gulf Oil
0.5864 jetbeam
0.5697 la cocinera
0.5653 arrinera
[20] Image: Transportation/pakistan_oilfields/43.jpg
Expected: (none)
DETR score: 0.543
Top 5 matches:
0.7262 ITS-1
0.6388 Hooters
0.6094 yutong-1
0.5914 jetbeam
0.5822 Braddington Young
============================================================
Reference in New Issue View Git Blame Copy Permalink