metadata
library_name: transformers
license: apache-2.0
base_model: microsoft/conditional-detr-resnet-50
tags:
- generated_from_trainer
model-index:
- name: detr_finetuned_cppe5
results: []
detr_finetuned_cppe5
This model is a fine-tuned version of microsoft/conditional-detr-resnet-50 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1909
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- num_epochs: 30
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 107 | 1.9270 |
| No log | 2.0 | 214 | 1.7725 |
| No log | 3.0 | 321 | 1.6696 |
| No log | 4.0 | 428 | 1.6196 |
| 2.6515 | 5.0 | 535 | 1.5855 |
| 2.6515 | 6.0 | 642 | 1.5091 |
| 2.6515 | 7.0 | 749 | 1.4790 |
| 2.6515 | 8.0 | 856 | 1.4786 |
| 2.6515 | 9.0 | 963 | 1.3819 |
| 1.3311 | 10.0 | 1070 | 1.3668 |
| 1.3311 | 11.0 | 1177 | 1.3966 |
| 1.3311 | 12.0 | 1284 | 1.3492 |
| 1.3311 | 13.0 | 1391 | 1.3223 |
| 1.3311 | 14.0 | 1498 | 1.2781 |
| 1.1672 | 15.0 | 1605 | 1.2749 |
| 1.1672 | 16.0 | 1712 | 1.2671 |
| 1.1672 | 17.0 | 1819 | 1.2488 |
| 1.1672 | 18.0 | 1926 | 1.2500 |
| 1.0429 | 19.0 | 2033 | 1.2274 |
| 1.0429 | 20.0 | 2140 | 1.2308 |
| 1.0429 | 21.0 | 2247 | 1.2249 |
| 1.0429 | 22.0 | 2354 | 1.2157 |
| 1.0429 | 23.0 | 2461 | 1.2147 |
| 0.9595 | 24.0 | 2568 | 1.1956 |
| 0.9595 | 25.0 | 2675 | 1.1880 |
| 0.9595 | 26.0 | 2782 | 1.1912 |
| 0.9595 | 27.0 | 2889 | 1.1916 |
| 0.9595 | 28.0 | 2996 | 1.1921 |
| 0.9097 | 29.0 | 3103 | 1.1912 |
| 0.9097 | 30.0 | 3210 | 1.1909 |
Framework versions
- Transformers 4.56.2
- Pytorch 2.8.0
- Datasets 4.1.1
- Tokenizers 0.22.1