mirror of
https://github.com/wassname/mammoviews.git
synced 2026-06-27 16:10:25 +08:00
Dmytro S Lituiev
51 lines
962 B
Plaintext
51 lines
962 B
Plaintext
ReduceLROnPlateau:
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cooldown: 8
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epsilon: 0.001
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factor: 0.5
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min_lr: 1.0e-12
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mode: auto
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monitor: val_loss
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patience: 64
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verbose: 0
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base_trainable: false
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batch_size: 16
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class_mode: categorical
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class_weights:
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- 1
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- 1
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classes:
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- normal
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- wire
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data_augmentation: true
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data_everything: /media/exx/tron/2017-07-png-jae/
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data_holdout: /data/UCSF_MAMMO/2018-02-png/each_class_augm_xw_4189_val/
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data_train: /data/UCSF_MAMMO/2018-02-png/each_class_4189_train/
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data_val: /data/UCSF_MAMMO/2018-02-png/each_class_4189_test/
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dropout: 0.5
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fill_mode: reflect
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final_activation: softmax
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height_shift_range: 0.125
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horizontal_flip: true
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init_epoch: 0
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lr: 0.001
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n_classes: 2
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nb_epoch: 500
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ndense: 0
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oversampling: false
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rescale: 1
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rotation_range: 30
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samplewise_center: false
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seed: 2
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target_side: 299
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target_size:
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- 299
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- 299
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truncate_quantile: null
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vertical_flip: false
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weightfile: model.147-0.000774.hdf5
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width_shift_range: 0.125
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zoom_range:
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- 0.8
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- 1.2
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ztransform: true
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