/
hypes
58 lines (55 loc) · 1.32 KB
/
hypes
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{"batch_size":10,
"MedInception":false,
"Recurrent_Layer":false,
"DWNet":true,
"residual":false,
"filters":[20,20,20],
"rnn_filters":[],
"neurons":[20],
"avgpool":false,
"learning_rate":0.001,
"weight_decay":0.000005,
"epochs":2000,
"dropout":0.2,
"batch_normalization":true,
"fc_bn":false,
"conv_type":"3d",
"activation":"relu",
"classifier":"softmax",
"num_classes":2,
"class_names":["Not","Significant"],
"padding":"same",
"optimizer":"Adam",
"loss":"scc",
"kernel_regularizer":0.001,
"kernel_size":[],
"strides":[],
"shuffle":true,
"generator_shuffle":true,
"metric":"accuracy",
"early_stop_patience":60,
"image_normalization":"-11",
"input_shape":[18,54,51,1],
"chkp_dir":"chkp/",
"log_dir":"logs/",
"tb_dir":"tensorboard/",
"final_model_dir":"models/",
"dataset_dir":"dataset/Prostate/npy/",
"log_name":"metrics_per_epoch.log",
"model_name":"Final_model_model-CNN.h5",
"weights_name":"Final_model_weights-CNN.h5",
"mri_file_suffix":"_t2",
"roi_file_suffix":"DWI_gland",
"kfold":[1],
"use_multiprocessing":true,
"workers":4,
"data_augmentation":true,
"offline_augmentation":true,
"degree":[180],
"mirror_x":[0.20, 0.50, 0.30, 0.70],
"mirror_y":[0.35, 0.40, 0.60, 0.90],
"alpha":[1,1,1],
"sigma":[0.12, 0.31, 0.60],
"alpha_affine":[0.09, 0.18, 0.49],
"alleviate_class_imbalances":false
}