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detr-r50-cd45rb-1ah-6l-corrected
This model is a fine-tuned version of facebook/detr-resnet-50 on the cd45rb_nan_xywh dataset. It achieves the following results on the evaluation set:
- Loss: 1.9721
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 |
|---|---|---|---|
| 1.9229 | 1.0 | 4606 | 1.3205 |
| 1.703 | 2.0 | 9212 | 1.2364 |
| 1.5976 | 3.0 | 13818 | 1.1736 |
| 1.5323 | 4.0 | 18424 | 1.1464 |
| 1.483 | 5.0 | 23030 | 1.1084 |
| 1.4431 | 6.0 | 27636 | 1.1037 |
| 1.4153 | 7.0 | 32242 | 1.0743 |
| 1.3898 | 8.0 | 36848 | 1.0755 |
| 1.3712 | 9.0 | 41454 | 1.0604 |
| 1.3616 | 10.0 | 46060 | 1.0556 |
| 2.807 | 11.0 | 50666 | 2.1286 |
| 2.6791 | 12.0 | 55272 | 2.1132 |
| 2.6331 | 13.0 | 59878 | 2.0794 |
| 2.6108 | 14.0 | 64484 | 2.0570 |
| 2.5818 | 15.0 | 69090 | 2.0455 |
| 2.5693 | 16.0 | 73696 | 2.0330 |
| 2.5446 | 17.0 | 78302 | 2.0361 |
| 2.5298 | 18.0 | 82908 | 2.0160 |
| 2.5098 | 19.0 | 87514 | 2.0395 |
| 2.4951 | 20.0 | 92120 | 2.0063 |
| 2.4913 | 21.0 | 96726 | 2.0016 |
| 2.4703 | 22.0 | 101332 | 1.9800 |
| 2.4643 | 23.0 | 105938 | 1.9811 |
| 2.4611 | 24.0 | 110544 | 1.9807 |
| 2.4568 | 25.0 | 115150 | 1.9721 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
