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| # -------------------------------------------------------- | |
| # X-Decoder -- Generalized Decoding for Pixel, Image, and Language | |
| # Copyright (c) 2022 Microsoft | |
| # Licensed under The MIT License [see LICENSE for details] | |
| # Written by Xueyan Zou (xueyan@cs.wisc.edu) | |
| # -------------------------------------------------------- | |
| ################## | |
| # Task settings | |
| ################## | |
| VERBOSE: true | |
| MODEL: | |
| NAME: xdecoder_model | |
| HEAD: xdecoder_head | |
| DIM_PROJ: 512 | |
| BACKBONE_DIM: 768 | |
| TEXT: | |
| ARCH: vlpencoder | |
| NAME: transformer | |
| TOKENIZER: clip | |
| CONTEXT_LENGTH: 77 # 77 | |
| WIDTH: 512 | |
| HEADS: 8 | |
| LAYERS: 12 # 6 | |
| AUTOGRESSIVE: True | |
| BACKBONE: | |
| NAME: focal_dw | |
| PRETRAINED: '' | |
| LOAD_PRETRAINED: false | |
| FOCAL: | |
| PRETRAIN_IMG_SIZE: 224 | |
| PATCH_SIZE: 4 | |
| EMBED_DIM: 96 | |
| DEPTHS: [2, 2, 6, 2] | |
| FOCAL_LEVELS: [3, 3, 3, 3] | |
| FOCAL_WINDOWS: [3, 3, 3, 3] | |
| DROP_PATH_RATE: 0.3 | |
| MLP_RATIO: 4.0 | |
| DROP_RATE: 0.0 | |
| PATCH_NORM: True | |
| USE_CONV_EMBED: True | |
| SCALING_MODULATOR: True | |
| USE_CHECKPOINT: False | |
| USE_POSTLN: true | |
| USE_POSTLN_IN_MODULATION: false | |
| USE_LAYERSCALE: True | |
| OUT_FEATURES: ["res2", "res3", "res4", "res5"] | |
| OUT_INDICES: [0, 1, 2, 3] | |
| ENCODER: | |
| NAME: transformer_encoder_fpn | |
| IGNORE_VALUE: 255 | |
| NUM_CLASSES: 133 | |
| LOSS_WEIGHT: 1.0 | |
| CONVS_DIM: 512 | |
| MASK_DIM: 512 | |
| NORM: "GN" | |
| IN_FEATURES: ["res2", "res3", "res4", "res5"] | |
| DEFORMABLE_TRANSFORMER_ENCODER_IN_FEATURES: ["res3", "res4", "res5"] | |
| COMMON_STRIDE: 4 | |
| TRANSFORMER_ENC_LAYERS: 6 | |
| DECODER: | |
| NAME: xdecoder | |
| TRANSFORMER_IN_FEATURE: "multi_scale_pixel_decoder" | |
| MASK: True | |
| GROUNDING: | |
| ENABLED: True | |
| MAX_LEN: 5 | |
| TEXT_WEIGHT: 2.0 | |
| CLASS_WEIGHT: 0.5 | |
| DETECTION: False | |
| CAPTION: | |
| ENABLED: True | |
| PHRASE_PROB: 0.0 | |
| SIM_THRES: 0.95 | |
| CAPTIONING: | |
| ENABLED: True | |
| STEP: 50 | |
| RETRIEVAL: | |
| ENABLED: True | |
| DIM_IMG: 768 | |
| ENSEMBLE: True | |
| HIDDEN_DIM: 512 | |
| NUM_OBJECT_QUERIES: 101 | |
| NHEADS: 8 | |
| DROPOUT: 0.0 | |
| DIM_FEEDFORWARD: 2048 | |
| PRE_NORM: False | |
| ENFORCE_INPUT_PROJ: False | |
| SIZE_DIVISIBILITY: 32 | |
| TRAIN_NUM_POINTS: 12544 | |
| OVERSAMPLE_RATIO: 3.0 | |
| IMPORTANCE_SAMPLE_RATIO: 0.75 | |
| DEC_LAYERS: 10 # 9 decoder layers, add one for the loss on learnable query | |
| TOP_GROUNDING_LAYERS: 3 | |
| TOP_CAPTION_LAYERS: 3 | |
| TOP_CAPTIONING_LAYERS: 3 | |
| TOP_RETRIEVAL_LAYERS: 3 | |
| TOP_OPENIMAGE_LAYERS: 10 | |
| TEST: | |
| SEMANTIC_ON: True | |
| INSTANCE_ON: True | |
| PANOPTIC_ON: True | |
| OVERLAP_THRESHOLD: 0.8 | |
| OBJECT_MASK_THRESHOLD: 0.4 | |
| SEM_SEG_POSTPROCESSING_BEFORE_INFERENCE: false | |
| DETECTIONS_PER_IMAGE: 100 | |
| INPUT: | |
| PIXEL_MEAN: [123.675, 116.280, 103.530] | |
| PIXEL_STD: [58.395, 57.120, 57.375] |