reid-strong-baseline/configs/softmax.yml

45 lines
722 B
YAML

MODEL:
PRETRAIN_PATH: '/home/haoluo/.torch/models/resnet50-19c8e357.pth'
INPUT:
SIZE_TRAIN: [256, 128]
SIZE_TEST: [256, 128]
PROB: 0.5 # random horizontal flip
RE_PROB: 0.5 # random erasing
PADDING: 10
DATASETS:
NAMES: ('market1501')
DATALOADER:
SAMPLER: 'softmax'
NUM_WORKERS: 8
SOLVER:
OPTIMIZER_NAME: 'Adam'
MAX_EPOCHS: 120
BASE_LR: 0.00035
BIAS_LR_FACTOR: 1
WEIGHT_DECAY: 0.0005
WEIGHT_DECAY_BIAS: 0.0005
IMS_PER_BATCH: 64
STEPS: [30, 55]
GAMMA: 0.1
WARMUP_FACTOR: 0.01
WARMUP_ITERS: 5
WARMUP_METHOD: 'linear'
CHECKPOINT_PERIOD: 20
LOG_PERIOD: 20
EVAL_PERIOD: 20
TEST:
IMS_PER_BATCH: 128
OUTPUT_DIR: "/home/haoluo/log/reid/market1501/softmax_bs64_256x128"