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detr-r101-cd45rb-8ah-6l-256d-4096ffn-correcetd
This model is a fine-tuned version of on the cd45rb_nan_xywh dataset. It achieves the following results on the evaluation set:
- Loss: 1.5819
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: 1e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 25
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.3194 | 1.0 | 4606 | 1.7874 |
| 2.3461 | 2.0 | 9212 | 1.8376 |
| 2.3028 | 3.0 | 13818 | 1.9087 |
| 2.2979 | 4.0 | 18424 | 1.9066 |
| 2.273 | 5.0 | 23030 | 1.7689 |
| 2.2372 | 6.0 | 27636 | 1.8501 |
| 2.2429 | 7.0 | 32242 | 1.7625 |
| 2.2066 | 8.0 | 36848 | 1.7588 |
| 2.1914 | 9.0 | 41454 | 1.7062 |
| 2.1553 | 10.0 | 46060 | 1.7069 |
| 2.1302 | 11.0 | 50666 | 1.6863 |
| 2.1321 | 12.0 | 55272 | 1.7722 |
| 2.1227 | 13.0 | 59878 | 1.6639 |
| 2.087 | 14.0 | 64484 | 1.6486 |
| 2.0676 | 15.0 | 69090 | 1.6632 |
| 2.0604 | 16.0 | 73696 | 1.6429 |
| 2.0435 | 17.0 | 78302 | 1.6224 |
| 2.0241 | 18.0 | 82908 | 1.6321 |
| 2.0041 | 19.0 | 87514 | 1.5970 |
| 1.9966 | 20.0 | 92120 | 1.5943 |
| 2.0165 | 21.0 | 96726 | 1.6092 |
| 2.007 | 22.0 | 101332 | 1.5986 |
| 2.0009 | 23.0 | 105938 | 1.5931 |
| 1.992 | 24.0 | 110544 | 1.5898 |
| 1.9769 | 25.0 | 115150 | 1.5819 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
