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ENTITY:
ENABLE: True
MODEL:
BACKBONE:
FREEZE_AT: 0
NAME: "build_resnet_backbone"
WEIGHTS: "R-50.pkl"
PIXEL_MEAN: [123.675, 116.280, 103.530]
PIXEL_STD: [58.395, 57.120, 57.375]
RESNETS:
DEPTH: 50
STEM_TYPE: "basic" # not used
STEM_OUT_CHANNELS: 64
STRIDE_IN_1X1: False
OUT_FEATURES: ["res2", "res3", "res4", "res5"]
# NORM: "SyncBN"
RES5_MULTI_GRID: [1, 1, 1] # not used
DATASETS:
TRAIN: ("entityv2_entity_train_01",)
TEST: ("entityv2_entity_val_01",)
SOLVER:
STEPS: (30525, 33138)
MAX_ITER: 34375
IMS_PER_BATCH: 16
BASE_LR: 0.0001
WARMUP_FACTOR: 1.0
WARMUP_ITERS: 0
WEIGHT_DECAY: 0.05
OPTIMIZER: "ADAMW"
LR_SCHEDULER_NAME: "WarmupPolyLR"
BACKBONE_MULTIPLIER: 0.1
CLIP_GRADIENTS:
ENABLED: True
CLIP_TYPE: "full_model"
CLIP_VALUE: 0.01
NORM_TYPE: 2.0
AMP:
ENABLED: True
INPUT:
MASK_FORMAT: "bitmask"
FORMAT: "RGB"
MIN_SIZE_TRAIN: (640, 672, 704, 736, 768, 800)
DATASET_MAPPER_NAME: "entity_crop"
TEST:
EVAL_PERIOD: 400000
DATALOADER:
FILTER_EMPTY_ANNOTATIONS: True
NUM_WORKERS: 32
VERSION: 2 |