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# patchtst_etth1_regression

This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7280

## 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 0.1517        | 1.0   | 1017  | 0.3056          |
| 0.1163        | 2.0   | 2034  | 0.2771          |
| 0.0919        | 3.0   | 3051  | 0.2450          |
| 0.0764        | 4.0   | 4068  | 0.2216          |
| 0.0653        | 5.0   | 5085  | 0.2528          |
| 0.0577        | 6.0   | 6102  | 0.2189          |
| 0.0498        | 7.0   | 7119  | 0.2526          |
| 0.0456        | 8.0   | 8136  | 0.2565          |
| 0.0408        | 9.0   | 9153  | 0.2603          |
| 0.0369        | 10.0  | 10170 | 0.2523          |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.0.1
- Datasets 2.14.4
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "model-index": [{"name": "patchtst_etth1_regression", "results": []}]}
transformers tensorboard safetensors patchtst generated_from_trainer endpoints_compatible region:us