---
tags:
- generated_from_trainer
model-index:
- name: patchtst_etth1_forecast
  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. -->

# patchtst_etth1_forecast

This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3881

## 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 |
|:-------------:|:-----:|:-----:|:---------------:|
| 0.4306        | 1.0   | 1005  | 0.7268          |
| 0.3641        | 2.0   | 2010  | 0.7456          |
| 0.348         | 3.0   | 3015  | 0.7161          |
| 0.3379        | 4.0   | 4020  | 0.7428          |
| 0.3284        | 5.0   | 5025  | 0.7681          |
| 0.321         | 6.0   | 6030  | 0.7842          |
| 0.314         | 7.0   | 7035  | 0.7991          |
| 0.3088        | 8.0   | 8040  | 0.8021          |
| 0.3053        | 9.0   | 9045  | 0.8199          |
| 0.3019        | 10.0  | 10050 | 0.8173          |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.0.1
- Datasets 2.14.4
- Tokenizers 0.14.1