fast-reid/projects/FastFace/configs/face_base.yml

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YAML

MODEL:
META_ARCHITECTURE: Baseline
PIXEL_MEAN: [127.5, 127.5, 127.5]
PIXEL_STD: [127.5, 127.5, 127.5]
HEADS:
NAME: EmbeddingHead
NORM: BN
NECK_FEAT: after
EMBEDDING_DIM: 512
POOL_LAYER: flatten
CLS_LAYER: circleSoftmax
SCALE: 256
MARGIN: 0.25
LOSSES:
NAME: ("CrossEntropyLoss",)
CE:
EPSILON: 0.
SCALE: 1.
DATASETS:
NAMES: ("MS1MV2",)
TESTS: ("CPLFW", "VGG2_FP", "CALFW", "CFP_FF", "CFP_FP", "AgeDB_30", "LFW")
INPUT:
SIZE_TRAIN: [112, 112]
SIZE_TEST: [112, 112]
DO_AUGMIX: False
DO_AUTOAUG: False
CJ:
ENABLED: False
DO_FLIP: True
FLIP_PROB: 0.5
DO_PAD: False
DATALOADER:
PK_SAMPLER: False
NUM_WORKERS: 8
SOLVER:
MAX_EPOCH: 16
FP16_ENABLED: False
OPT: SGD
BASE_LR: 0.1
MOMENTUM: 0.9
SCHED: CosineAnnealingLR
ETA_MIN_LR: 0.0001
BIAS_LR_FACTOR: 1.
WEIGHT_DECAY: 0.0005
WEIGHT_DECAY_BIAS: 0.0005
IMS_PER_BATCH: 512
WARMUP_FACTOR: 0.1
WARMUP_ITERS: 5000
CHECKPOINT_PERIOD: 2
TEST:
EVAL_PERIOD: 2
IMS_PER_BATCH: 1024