metadata
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- cd45rb_nan_xywh
model-index:
- name: detr-r50-cd45rb-8ah-6l-50q
results: []
detr-r50-cd45rb-8ah-6l-50q
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: 1.3713
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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.6802 | 1.0 | 4606 | 1.6289 |
| 2.4126 | 2.0 | 9212 | 1.5596 |
| 2.308 | 3.0 | 13818 | 1.4871 |
| 2.2692 | 4.0 | 18424 | 1.4607 |
| 2.2392 | 5.0 | 23030 | 1.4228 |
| 2.1909 | 6.0 | 27636 | 1.4165 |
| 2.1743 | 7.0 | 32242 | 1.3969 |
| 2.1477 | 8.0 | 36848 | 1.3891 |
| 2.1356 | 9.0 | 41454 | 1.3781 |
| 2.125 | 10.0 | 46060 | 1.3713 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3