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/"
N_CHANNELS:
value: 3
N_CLASSES:
value: 1
AMP:
value: True
PIN_MEMORY:
value: True
BENCHMARK:
value: True
DETERMINISTIC:
value: False
PRECISION:
value: 16
SEED:
value: 69420
DEVICE:
value: gpu
WORKERS:
value: 16
EPOCHS:
value: 10
TRAIN_BATCH_SIZE:
value: 10
VALID_BATCH_SIZE:
value: 2
PREFETCH_FACTOR:
value: 2
LEARNING_RATE:
value: 0.005
WEIGHT_DECAY:
value: 0.0005
MOMENTUM:
value: 0.9