metadata

license: other
tags:
  - generated_from_keras_callback
model-index:
  - name: Xanadu00/galaxy_classifier_mobilevit_3
    results: []

Xanadu00/galaxy_classifier_mobilevit_3

This model is a fine-tuned version of apple/mobilevit-small on an unknown dataset. It achieves the following results on the evaluation set:

Model description

More information needed

More information needed

More information needed

The following hyperparameters were used during training:

optimizer: {'name': 'AdamW', 'weight_decay': 0.01, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'class_name': 'ExponentialDecay', 'config': {'initial_learning_rate': 0.002, 'decay_steps': 10000, 'decay_rate': 0.01, 'staircase': False, 'name': None}}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
training_precision: float32

Train Loss	Train Accuracy	Validation Loss	Validation Accuracy	Epoch
1.1049	0.6128	0.7422	0.7517	0
0.7149	0.7564	0.6376	0.7821	1
0.6080	0.7945	0.6947	0.7745	2
0.5376	0.8160	0.5589	0.8134	3
0.4977	0.8279	0.5458	0.8162	4
0.4564	0.8407	0.4799	0.8441	5
0.4271	0.8557	0.4765	0.8413	6
0.3957	0.8619	0.4790	0.8453	7
0.3701	0.8741	0.5376	0.8329	8
0.3425	0.8829	0.4359	0.8619	9
0.3192	0.8892	0.4475	0.8585	10
0.2972	0.8967	0.4143	0.8712	11
0.2691	0.9080	0.4819	0.8498	12
0.2445	0.9144	0.4543	0.8563	13
0.2261	0.9220	0.4221	0.8689	14
0.2127	0.9251	0.5076	0.8540	15
0.1914	0.9341	0.5148	0.8512	16