---
license: other
tags:
- generated_from_keras_callback
model-index:
- name: ChristianMDahl/segFormer-b3-horizontal
  results: []
---

<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->

# ChristianMDahl/segFormer-b3-horizontal

This model is a fine-tuned version of [nvidia/mit-b3](https://huggingface.co/nvidia/mit-b3) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.1286
- Validation Loss: 0.1658
- Epoch: 19

## 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:
- optimizer: {'name': 'Adam', 'learning_rate': 6e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32

### Training results

| Train Loss | Validation Loss | Epoch |
|:----------:|:---------------:|:-----:|
| 0.2493     | 0.2166          | 0     |
| 0.2089     | 0.2028          | 1     |
| 0.1938     | 0.1947          | 2     |
| 0.1836     | 0.1909          | 3     |
| 0.1759     | 0.1842          | 4     |
| 0.1690     | 0.1823          | 5     |
| 0.1636     | 0.1778          | 6     |
| 0.1588     | 0.1753          | 7     |
| 0.1543     | 0.1787          | 8     |
| 0.1511     | 0.1732          | 9     |
| 0.1480     | 0.1729          | 10    |
| 0.1445     | 0.1703          | 11    |
| 0.1420     | 0.1689          | 12    |
| 0.1397     | 0.1681          | 13    |
| 0.1372     | 0.1669          | 14    |
| 0.1358     | 0.1700          | 15    |
| 0.1334     | 0.1698          | 16    |
| 0.1317     | 0.1662          | 17    |
| 0.1301     | 0.1683          | 18    |
| 0.1286     | 0.1658          | 19    |


### Framework versions

- Transformers 4.28.1
- TensorFlow 2.10.1
- Datasets 2.12.0
- Tokenizers 0.13.0.dev0