patchtst_etth1_regression
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
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
