config.ini

[standard]
experiment        = development
task              = sn
seed              = 1234

[logging]
verbose           = True
log_dir           = Logs
log_interval      = 10
tensorboard_dir   = TensorBoard
model_dir         = Models
output_dir        = Outputs
plot_dir          = Plots

[dataset]
dataset_dir       = ../Datasets/ISIC_2019/
image_x           = 300
image_y           = 225
augmentation      = True
val_split         = 0.2

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

[training]
efficient_net     = 7
starting_lr       = 0.00001
maximum_lr        = 0.1
batch_size        = 16

[early_stopping]
window            = 5
stop_target       = 0.5
min_epochs        = 25
max_epochs        = 25

[temperature]
temperature       = 1.0

[mc_dropout]
drop_rate         = 0.5
drop_iterations   = 100

[selective_net]
alpha             = 0.5
lamda             = 32
target            = 0.7

[debug]
batches_per_epoch = 0