projet-long/wandb.yaml

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DIR_TRAIN_IMG:
value: "/media/disk1/lfainsin/BACKGROUND/"
DIR_VALID_IMG:
value: "/media/disk1/lfainsin/TEST_batched/"
DIR_SPHERE:
value: "/media/disk1/lfainsin/SPHERES/"
FEATURES:
value: [8, 16, 32, 64]
N_CHANNELS:
value: 3
N_CLASSES:
value: 1
AMP:
value: True
PIN_MEMORY:
value: True
BENCHMARK:
value: False
DEVICE:
value: gpu
WORKERS:
value: 1
IMG_SIZE:
value: 512
SPHERES:
value: 3
EPOCHS:
value: 3
TRAIN_BATCH_SIZE:
value: 2 # 100
VAL_BATCH_SIZE:
value: 0 # 10
PREFETCH_FACTOR:
value: 1
LEARNING_RATE:
value: 1.0e-4
WEIGHT_DECAY:
value: 1.0e-8
MOMENTUM:
value: 0.9