|
--- |
|
license: apache-2.0 |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: yolos-tiny-CD45RB-1000 |
|
results: [] |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
|
should probably proofread and complete it, then remove this comment. --> |
|
|
|
# yolos-tiny-CD45RB-1000 |
|
|
|
This model is a fine-tuned version of [hustvl/yolos-tiny](https://huggingface.co/hustvl/yolos-tiny) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 2.6317 |
|
|
|
## 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: 0.0001 |
|
- train_batch_size: 8 |
|
- eval_batch_size: 8 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 15 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| 3.4965 | 1.0 | 94 | 2.7799 | |
|
| 3.4526 | 2.0 | 188 | 2.7380 | |
|
| 3.4012 | 3.0 | 282 | 2.6721 | |
|
| 3.2776 | 4.0 | 376 | 2.6651 | |
|
| 3.2164 | 5.0 | 470 | 2.6555 | |
|
| 3.2701 | 6.0 | 564 | 2.6489 | |
|
| 3.1847 | 7.0 | 658 | 2.6993 | |
|
| 3.0959 | 8.0 | 752 | 2.6364 | |
|
| 3.0506 | 9.0 | 846 | 2.6464 | |
|
| 3.0497 | 10.0 | 940 | 2.6304 | |
|
| 3.0767 | 11.0 | 1034 | 2.6344 | |
|
| 3.0397 | 12.0 | 1128 | 2.6142 | |
|
| 2.982 | 13.0 | 1222 | 2.6787 | |
|
| 2.883 | 14.0 | 1316 | 2.6492 | |
|
| 2.8978 | 15.0 | 1410 | 2.6317 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.26.1 |
|
- Pytorch 1.13.1+cu116 |
|
- Datasets 2.10.0 |
|
- Tokenizers 0.13.2 |
|
|
