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2020-09-10 11:04:52 +08:00
MODEL:
TYPE: effnet
NUM_CLASSES: 1000
EN:
STEM_W: 40
STRIDES: [1, 2, 2, 2, 1, 2, 1]
DEPTHS: [2, 3, 3, 5, 5, 6, 2]
WIDTHS: [24, 32, 48, 96, 136, 232, 384]
EXP_RATIOS: [1, 6, 6, 6, 6, 6, 6]
KERNELS: [3, 3, 5, 3, 5, 5, 3]
HEAD_W: 1536
OPTIM:
LR_POLICY: cos
BASE_LR: 0.4
MAX_EPOCH: 100
MOMENTUM: 0.9
WEIGHT_DECAY: 1e-5
TRAIN:
DATASET: imagenet
IM_SIZE: 300
BATCH_SIZE: 256
TEST:
DATASET: imagenet
IM_SIZE: 342
BATCH_SIZE: 200
NUM_GPUS: 8
OUT_DIR: .