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Shawon16/
Timesformer_BDSLW60_U5_20_coR_withoutAug

Name: Timesformer_BDSLW60_U5_20_coR_withoutAug
Rating: 2.5 (8 reviews)

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Timesformer_BDSLW60_U5_20_coR_withoutAug

This model is a fine-tuned version of facebook/timesformer-base-finetuned-k400 on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 18560
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy
8.9317	0.0501	929	1.3730	0.7133
0.2876	1.0501	1858	0.8184	0.7533
0.0452	2.0501	2787	0.9445	0.77
0.0835	3.0501	3716	0.9543	0.7467
0.0683	4.0501	4645	1.0189	0.7617
0.0685	5.0501	5574	0.7519	0.8117
0.0687	6.0501	6503	0.9610	0.7933
0.0559	7.0501	7432	0.8073	0.8
0.0611	8.0501	8361	1.0215	0.815
0.0238	9.0501	9290	0.8073	0.825
0.009	10.0501	10219	0.7593	0.8167
0.0	11.0501	11148	0.7160	0.8367
0.0	12.0501	12077	0.7014	0.8483
0.0	13.0501	13006	0.6960	0.8467
0.0	14.0501	13935	0.6924	0.8483
0.0	15.0501	14864	0.6880	0.855
0.0	16.0501	15793	0.6872	0.8567
0.0	17.0501	16722	0.6850	0.8583
0.0	18.0501	17651	0.6835	0.86
0.0	19.0490	18560	0.6824	0.86