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RANDOM_SEED: 0
# Don't need AMP to train a tiny linear layer.
AMP: false
CUDNN_BENCHMARK: true
CUDNN_DETERMINISTIC: false
DATA:
ROOT: "datasets/imagenet"
IMAGE_TRANSFORM_TRAIN:
- "random_resized_crop::{'scale': (0.08, 1.0)}"
- "horizontal_flip"
- "normalize"
IMAGE_TRANSFORM_VAL:
- "smallest_resize"
- "center_crop"
- "normalize"
MODEL:
VISUAL:
FROZEN: true
OPTIM:
BATCH_SIZE: 256
SGD_MOMENTUM: 0.9
WEIGHT_DECAY: 0.0
NO_DECAY: "none"
LOOKAHEAD:
USE: false
LR: 0.3
WARMUP_STEPS: 0
LR_DECAY_NAME: "cosine"
NUM_ITERATIONS: 500500 # 100 epochs