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File size: 1,184 Bytes
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MODEL:
BACKBONE:
FREEZE_AT: 0
NAME: "build_resnet_backbone"
WEIGHTS: "detectron2://ImageNetPretrained/torchvision/R-50.pkl"
PIXEL_MEAN: [123.675, 116.280, 103.530]
PIXEL_STD: [58.395, 57.120, 57.375]
MASK_ON: True
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: ("ytvis_2021_train",)
TEST: ("ytvis_2021_val",)
SOLVER:
IMS_PER_BATCH: 16
BASE_LR: 0.0001
STEPS: (5500,)
MAX_ITER: 8000
WARMUP_FACTOR: 1.0
WARMUP_ITERS: 10
WEIGHT_DECAY: 0.05
OPTIMIZER: "ADAMW"
BACKBONE_MULTIPLIER: 0.1
CLIP_GRADIENTS:
ENABLED: True
CLIP_TYPE: "full_model"
CLIP_VALUE: 0.01
NORM_TYPE: 2.0
AMP:
ENABLED: True
INPUT:
MIN_SIZE_TRAIN_SAMPLING: "choice_by_clip"
RANDOM_FLIP: "flip_by_clip"
AUGMENTATIONS: []
MIN_SIZE_TRAIN: (360, 480)
MIN_SIZE_TEST: 360
CROP:
ENABLED: False
TYPE: "absolute_range"
SIZE: (600, 720)
FORMAT: "RGB"
TEST:
EVAL_PERIOD: 0
DATALOADER:
FILTER_EMPTY_ANNOTATIONS: False
NUM_WORKERS: 4
VERSION: 2
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