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skywalker290/
vivit-timesformer-d2

Name: vivit-timesformer-d2
Availability: InStock

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vivit-timesformer-d2

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: 1
eval_batch_size: 1
seed: 42
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: 6650
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.3794	0.1	665	2.4547	0.1440
2.5787	1.1	1330	2.5065	0.2607
2.4653	2.1	1995	2.1117	0.3874
2.3267	3.1	2660	2.3863	0.3567
1.6617	4.1	3325	2.2500	0.3956
1.3649	5.1	3990	2.7407	0.3711
0.2922	6.1	4655	2.5032	0.4152
0.6021	7.1	5320	3.3270	0.3529
0.7572	8.1	5985	2.9130	0.4129
1.1826	9.1	6650	2.8173	0.3661