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inference_log.txt
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(ViT_j) yuhsi@yuhsi-System-Product-Name:~/Badminton/src/ViT-pytorch_BallType$ python3 submit.py --model_type ["ViT-B_16","ViT-B_16","ViT-B_16","ViT-B_16","ViT-B_16"] --checkpoint ["output/fold1_BallType_ViT-B_16_checkpoint.bin","output/fold2_BallType_ViT-B_16_checkpoint.bin","output/fold3_BallType_ViT-B_16_checkpoint.bin","output/fold4_BallType_ViT-B_16_checkpoint.bin","output/fold5_BallType_ViT-B_16_checkpoint.bin"] --img_size [480,480,480,480,480]
05/11/2023 11:40:44 - WARNING - __main__ - Process rank: -1, device: cuda, n_gpu: 1, distributed training: False, 16-bits training: False
{0: 1, 1: 2, 2: 3, 3: 4, 4: 5, 5: 6, 6: 7, 7: 8, 8: 9}
05/11/2023 11:40:45 - INFO - __main__ - classifier: token
hidden_size: 768
patches:
size: !!python/tuple
- 16
- 16
representation_size: null
transformer:
attention_dropout_rate: 0.0
dropout_rate: 0.1
mlp_dim: 3072
num_heads: 12
num_layers: 12
05/11/2023 11:40:45 - INFO - __main__ - Training parameters Namespace(model_type='ViT-B_16', checkpoint='output/fold1_BallType_ViT-B_16_checkpoint.bin', img_size=480, test_dir='/home/yuhsi/Badminton/src/postprocess/HitFrame/', dataset='', num_classes=9, local_rank=-1, seed=42, fp16=False, fp16_opt_level='O2', n_gpu=1, device=device(type='cuda'))
05/11/2023 11:40:45 - INFO - __main__ - Total Parameter: 86.3M
86.346249
Testing: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4007/4007 [02:28<00:00, 27.02it/s]
05/11/2023 11:43:15 - INFO - __main__ - classifier: token
hidden_size: 768
patches:
size: !!python/tuple
- 16
- 16
representation_size: null
transformer:
attention_dropout_rate: 0.0
dropout_rate: 0.1
mlp_dim: 3072
num_heads: 12
num_layers: 12
05/11/2023 11:43:15 - INFO - __main__ - Training parameters Namespace(model_type='ViT-B_16', checkpoint='output/fold2_BallType_ViT-B_16_checkpoint.bin', img_size=480, test_dir='/home/yuhsi/Badminton/src/postprocess/HitFrame/', dataset='', num_classes=9, local_rank=-1, seed=42, fp16=False, fp16_opt_level='O2', n_gpu=1, device=device(type='cuda'))
05/11/2023 11:43:15 - INFO - __main__ - Total Parameter: 86.3M
86.346249
Testing: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4007/4007 [02:29<00:00, 26.85it/s]
05/11/2023 11:45:45 - INFO - __main__ - classifier: token
hidden_size: 768
patches:
size: !!python/tuple
- 16
- 16
representation_size: null
transformer:
attention_dropout_rate: 0.0
dropout_rate: 0.1
mlp_dim: 3072
num_heads: 12
num_layers: 12
05/11/2023 11:45:45 - INFO - __main__ - Training parameters Namespace(model_type='ViT-B_16', checkpoint='output/fold3_BallType_ViT-B_16_checkpoint.bin', img_size=480, test_dir='/home/yuhsi/Badminton/src/postprocess/HitFrame/', dataset='', num_classes=9, local_rank=-1, seed=42, fp16=False, fp16_opt_level='O2', n_gpu=1, device=device(type='cuda'))
05/11/2023 11:45:45 - INFO - __main__ - Total Parameter: 86.3M
86.346249
Testing: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4007/4007 [02:30<00:00, 26.66it/s]
05/11/2023 11:48:16 - INFO - __main__ - classifier: token
hidden_size: 768
patches:
size: !!python/tuple
- 16
- 16
representation_size: null
transformer:
attention_dropout_rate: 0.0
dropout_rate: 0.1
mlp_dim: 3072
num_heads: 12
num_layers: 12
05/11/2023 11:48:16 - INFO - __main__ - Training parameters Namespace(model_type='ViT-B_16', checkpoint='output/fold4_BallType_ViT-B_16_checkpoint.bin', img_size=480, test_dir='/home/yuhsi/Badminton/src/postprocess/HitFrame/', dataset='', num_classes=9, local_rank=-1, seed=42, fp16=False, fp16_opt_level='O2', n_gpu=1, device=device(type='cuda'))
05/11/2023 11:48:16 - INFO - __main__ - Total Parameter: 86.3M
86.346249
Testing: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4007/4007 [02:30<00:00, 26.58it/s]
05/11/2023 11:50:48 - INFO - __main__ - classifier: token
hidden_size: 768
patches:
size: !!python/tuple
- 16
- 16
representation_size: null
transformer:
attention_dropout_rate: 0.0
dropout_rate: 0.1
mlp_dim: 3072
num_heads: 12
num_layers: 12
05/11/2023 11:50:48 - INFO - __main__ - Training parameters Namespace(model_type='ViT-B_16', checkpoint='output/fold5_BallType_ViT-B_16_checkpoint.bin', img_size=480, test_dir='/home/yuhsi/Badminton/src/postprocess/HitFrame/', dataset='', num_classes=9, local_rank=-1, seed=42, fp16=False, fp16_opt_level='O2', n_gpu=1, device=device(type='cuda'))
05/11/2023 11:50:48 - INFO - __main__ - Total Parameter: 86.3M
86.346249
Testing: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 4007/4007 [02:30<00:00, 26.54it/s]
[1 1 1 ... 5 7 7]
[1 1 1 ... 5 7 7]
(ViT_j) yuhsi@yuhsi-System-Product-Name:~/Badminton/src/ViT-pytorch_BallType$