basic_distil / README.md

Training in progress epoch 19

d82c6e8 over 2 years ago

2.89 kB

license: apache-2.0
base_model: ayshi/basic_distil
tags:
  - generated_from_keras_callback
model-index:
  - name: ayshi/basic_distil
    results: []

ayshi/basic_distil

This model is a fine-tuned version of ayshi/basic_distil 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': 'Adam', 'weight_decay': None, '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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 640, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
training_precision: float32

Train Loss	Validation Loss	Train Accuracy	Epoch
0.3282	0.7966	0.7644	0
0.2163	0.8219	0.7778	1
0.1323	0.8099	0.7778	2
0.0933	0.8337	0.7956	3
0.0619	0.9082	0.7689	4
0.0461	0.9380	0.7778	5
0.0495	0.9502	0.7556	6
0.0301	0.9445	0.7733	7
0.0249	0.9578	0.8	8
0.0209	0.9663	0.7911	9
0.0200	0.9828	0.7778	10
0.0159	0.9987	0.7689	11
0.0163	1.0120	0.7689	12
0.0142	1.0020	0.7956	13
0.0153	1.0270	0.7911	14
0.0142	1.0159	0.7822	15
0.0130	1.0049	0.7911	16
0.0129	1.0085	0.7956	17
0.0099	1.0033	0.7911	18
0.0114	1.0035	0.7911	19