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Upload EVA02.yaml
Browse files- GLEE/configs/EVA02.yaml +72 -0
GLEE/configs/EVA02.yaml
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MODEL:
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META_ARCHITECTURE: "GLEE"
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MASK_ON: True
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BACKBONE:
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NAME: "D2_EVA02"
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EVA02:
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CHECKPOINT: False
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PIXEL_MEAN: [123.675, 116.280, 103.530]
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PIXEL_STD: [58.395, 57.120, 57.375]
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RESNETS:
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DEPTH: 50
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STEM_TYPE: "basic" # not used
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STEM_OUT_CHANNELS: 64
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STRIDE_IN_1X1: False
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OUT_FEATURES: ["res2", "res3", "res4", "res5"]
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# NORM: "SyncBN"
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RES5_MULTI_GRID: [1, 1, 1] # not used
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SEM_SEG_HEAD:
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PIXEL_DECODER_NAME: "MaskDINOEncoder"
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DIM_FEEDFORWARD: 2048
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NUM_FEATURE_LEVELS: 4
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TOTAL_NUM_FEATURE_LEVELS: 4
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IN_FEATURES: ["p3", "p4", "p5", "p6"]
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DEFORMABLE_TRANSFORMER_ENCODER_IN_FEATURES: ["p3", "p4", "p5", "p6"]
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COMMON_STRIDE: 4
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TRANSFORMER_ENC_LAYERS: 6
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FEATURE_ORDER: "low2high"
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NAME: "MaskDINOHead"
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IGNORE_VALUE: 255
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NUM_CLASSES: 80
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LOSS_WEIGHT: 1.0
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CONVS_DIM: 256
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MASK_DIM: 256
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NORM: "GN"
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# pixel decoder
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MaskDINO:
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TRANSFORMER_DECODER_NAME: "MaskDINODecoder"
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DEEP_SUPERVISION: True
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NO_OBJECT_WEIGHT: 0.1
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CLASS_WEIGHT: 4.0
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MASK_WEIGHT: 5.0
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DICE_WEIGHT: 5.0
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BOX_WEIGHT: 5.0
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GIOU_WEIGHT: 2.0
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HIDDEN_DIM: 256
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NUM_OBJECT_QUERIES: 300
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NHEADS: 8
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DROPOUT: 0.0
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DIM_FEEDFORWARD: 2048
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ENC_LAYERS: 0
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PRE_NORM: False
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ENFORCE_INPUT_PROJ: False
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SIZE_DIVISIBILITY: 32
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DEC_LAYERS: 9 # 9+1, 9 decoder layers, add one for the loss on learnable query
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TRAIN_NUM_POINTS: 12544
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OVERSAMPLE_RATIO: 3.0
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IMPORTANCE_SAMPLE_RATIO: 0.75
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INITIAL_PRED: True
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TWO_STAGE: True
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DN: "standard"
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DN_NUM: 100
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INITIALIZE_BOX_TYPE: "no"
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TEST:
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SEMANTIC_ON: False
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INSTANCE_ON: True
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PANOPTIC_ON: False
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OVERLAP_THRESHOLD: 0.8
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OBJECT_MASK_THRESHOLD: 0.25
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TEXT:
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ARCH: clip_teacher
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LANGUAGE_BACKBONE:
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LANG_DIM: 512
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