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detectron/projects/TensorMask/configs/Base-TensorMask.yaml

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  1. MODEL:

  2.   META_ARCHITECTURE: "TensorMask"

  3.   MASK_ON: True

  4.   BACKBONE:

  5.     NAME: "build_retinanet_resnet_fpn_backbone"

  6.   RESNETS:

  7.     OUT_FEATURES: ["res2", "res3", "res4", "res5"]

  8.   ANCHOR_GENERATOR:

  9.     SIZES: [[44, 60], [88, 120], [176, 240], [352, 480], [704, 960], [1408, 1920]]

  10.     ASPECT_RATIOS: [[1.0]]

  11.   FPN:

  12.     IN_FEATURES: ["res2", "res3", "res4", "res5"]

  13.     FUSE_TYPE: "avg"

  14.   TENSOR_MASK:

  15.     ALIGNED_ON: True

  16.     BIPYRAMID_ON: True

  17. DATASETS:

  18.   TRAIN: ("coco_2017_train",)

  19.   TEST: ("coco_2017_val",)

  20. SOLVER:

  21.   IMS_PER_BATCH: 16

  22.   BASE_LR: 0.02

  23.   STEPS: (60000, 80000)

  24.   MAX_ITER: 90000