config.ini

[standard]
experiment          = development
task                = cnn
seed                = 1234
output_dir          = Outputs

[logging]
verbose             = True
log_dir             = Logs
log_interval        = 10
tensorboard_dir     = Tensorboard

[dataset]
dataset             = ISIC
dataset_dir         = ../../Datasets/ISIC_2019
val_split           = 0.2
test_split          = 0.2

[augmentation]
image_x             = 256
image_y             = 256
square_image        = True
augmentation        = True

[performance]
data_workers        = 4
use_gpu             = True
precision           = 16

[model]
efficient_net       = 7
model_dir           = Models

[training]
epochs              = 40
batch_size          = 16
minimum_lr          = 0.00001
maximum_lr          = 0.1

[calibration]
label_smoothing     = 0.0
focal_loss          = False
focal_alpha         = 0.25
focal_gamma         = 2.0
temp_alpha          = 0.5

[bayesian]
training_samples    = 10
testing_samples     = 100

[debug]
batches_per_epoch   = 0