timesformer-base-finetuned-k400-kinetic400-subset-epoch6real-num_frame_10_myViT_more_data
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: 0.1983
- Accuracy: 0.93
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: 3e-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: 1500
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.2314 | 0.17 | 250 | 0.1349 | 0.96 |
| 0.6133 | 1.17 | 500 | 0.4123 | 0.92 |
| 0.0002 | 2.17 | 750 | 0.2224 | 0.95 |
| 0.0022 | 3.17 | 1000 | 0.1911 | 0.96 |
| 0.0002 | 4.17 | 1250 | 0.2174 | 0.96 |
| 0.0002 | 5.17 | 1500 | 0.2116 | 0.96 |
Framework versions
- Transformers 4.38.2
- 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-kinetic400-subset-epoch6real-num_frame_10_myViT_more_data
Base model
facebook/timesformer-base-finetuned-k400