metadata
library_name: transformers
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
- generated_from_trainer
model-index:
- name: detr-output
results: []
detr-output
This model is a fine-tuned version of facebook/detr-resnet-50 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1673
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 22
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.8638 | 1.0 | 375 | 1.7503 |
| 1.6596 | 2.0 | 750 | 1.5301 |
| 1.5249 | 3.0 | 1125 | 1.4235 |
| 1.4242 | 4.0 | 1500 | 1.3329 |
| 1.4742 | 5.0 | 1875 | 1.2970 |
| 1.4456 | 6.0 | 2250 | 1.2932 |
| 1.3141 | 7.0 | 2625 | 1.2498 |
| 1.324 | 8.0 | 3000 | 1.2866 |
| 1.2409 | 9.0 | 3375 | 1.2176 |
| 1.2627 | 10.0 | 3750 | 1.2144 |
| 1.2766 | 11.0 | 4125 | 1.2022 |
| 1.1991 | 12.0 | 4500 | 1.2160 |
| 1.2742 | 13.0 | 4875 | 1.1897 |
| 1.1589 | 14.0 | 5250 | 1.1766 |
| 1.2242 | 15.0 | 5625 | 1.1663 |
| 1.1877 | 16.0 | 6000 | 1.1514 |
| 1.1424 | 17.0 | 6375 | 1.1267 |
| 1.0781 | 18.0 | 6750 | 1.1135 |
| 1.1314 | 19.0 | 7125 | 1.1248 |
| 1.1174 | 20.0 | 7500 | 1.1034 |
| 1.0465 | 21.0 | 7875 | 1.1073 |
| 1.1111 | 22.0 | 8250 | 1.1166 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1