metadata
license: apache-2.0
base_model: google/vit-base-patch16-224-in21k
tags:
- generated_from_keras_callback
model-index:
- name: Maria831Chowdhury/cat_classifier
results: []
Maria831Chowdhury/cat_classifier
This model is a fine-tuned version of google/vit-base-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 1.2533
- Validation Loss: 1.1095
- Train Accuracy: 0.5508
- Epoch: 4
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': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 3740, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Train Accuracy | Epoch |
|---|---|---|---|
| 1.5813 | 1.5262 | 0.4011 | 0 |
| 1.4980 | 1.4068 | 0.5027 | 1 |
| 1.4093 | 1.2781 | 0.4973 | 2 |
| 1.3448 | 1.2010 | 0.5241 | 3 |
| 1.2533 | 1.1095 | 0.5508 | 4 |
Framework versions
- Transformers 4.43.3
- TensorFlow 2.15.0
- Datasets 2.20.0
- Tokenizers 0.19.1