timesformer-base-finetuned-k400-finetuned-kinetic400-subset-epoch6-num_frame_10
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:
- Loss: 0.6528
- Accuracy: 0.8924
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 300
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.204 | 0.17 | 50 | 0.5932 | 0.8512 |
| 0.3192 | 1.17 | 100 | 1.0445 | 0.7738 |
| 0.0072 | 2.17 | 150 | 0.2796 | 0.8929 |
| 0.2034 | 3.17 | 200 | 0.6142 | 0.8690 |
| 0.0004 | 4.17 | 250 | 0.6566 | 0.8690 |
| 0.0005 | 5.17 | 300 | 0.6627 | 0.8512 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
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Model tree for JackWong0911/timesformer-base-finetuned-k400-finetuned-kinetic400-subset-epoch6-num_frame_10
Base model
facebook/timesformer-base-finetuned-k400