DIR_TRAIN_IMG:
  value: "/home/lilian/data_disk/lfainsin/train/"
DIR_VALID_IMG:
  value: "/home/lilian/data_disk/lfainsin/test_batched_fast/"
DIR_SPHERE:
  value: "/home/lilian/data_disk/lfainsin/spheres+real/"

FEATURES:
  value: { 8, 16, 32, 64 }
N_CHANNELS:
  value: 3,
N_CLASSES:
  value: 1,

AMP:
  value: True
PIN_MEMORY:
  value: True
BENCHMARK:
  value: True
DEVICE:
  value: gpu
WORKERS:
  value: 8

IMG_SIZE:
  value: 512
SPHERES:
  value: 5

EPOCHS:
  value: 10
BATCH_SIZE:
  value: 16

LEARNING_RATE:
  value: 1e-4
WEIGHT_DECAY:
  value: 1e-8
MOMENTUM:
  value: 0.9