| { | |
| "_name_or_path": "microsoft/layoutxlm-base", | |
| "architectures": [ | |
| "LayoutLMv2ForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "bos_token_id": 0, | |
| "convert_sync_batchnorm": true, | |
| "coordinate_size": 128, | |
| "detectron2_config_args": { | |
| "MODEL.ANCHOR_GENERATOR.SIZES": [ | |
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| ], | |
| [ | |
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| ], | |
| [ | |
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| ], | |
| [ | |
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| ], | |
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| ], | |
| "MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone", | |
| "MODEL.FPN.IN_FEATURES": [ | |
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| "res3", | |
| "res4", | |
| "res5" | |
| ], | |
| "MODEL.MASK_ON": true, | |
| "MODEL.PIXEL_STD": [ | |
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| 57.12, | |
| 58.395 | |
| ], | |
| "MODEL.POST_NMS_TOPK_TEST": 1000, | |
| "MODEL.RESNETS.ASPECT_RATIOS": [ | |
| [ | |
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| 1.0, | |
| 2.0 | |
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| ], | |
| "MODEL.RESNETS.DEPTH": 101, | |
| "MODEL.RESNETS.NUM_GROUPS": 32, | |
| "MODEL.RESNETS.OUT_FEATURES": [ | |
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| "res3", | |
| "res4", | |
| "res5" | |
| ], | |
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| [ | |
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| [ | |
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| ], | |
| [ | |
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| ], | |
| "MODEL.RESNETS.STRIDE_IN_1X1": false, | |
| "MODEL.RESNETS.WIDTH_PER_GROUP": 8, | |
| "MODEL.ROI_BOX_HEAD.NAME": "FastRCNNConvFCHead", | |
| "MODEL.ROI_BOX_HEAD.NUM_FC": 2, | |
| "MODEL.ROI_BOX_HEAD.POOLER_RESOLUTION": 14, | |
| "MODEL.ROI_HEADS.IN_FEATURES": [ | |
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| "p3", | |
| "p4", | |
| "p5" | |
| ], | |
| "MODEL.ROI_HEADS.NAME": "StandardROIHeads", | |
| "MODEL.ROI_HEADS.NUM_CLASSES": 5, | |
| "MODEL.ROI_MASK_HEAD.NAME": "MaskRCNNConvUpsampleHead", | |
| "MODEL.ROI_MASK_HEAD.NUM_CONV": 4, | |
| "MODEL.ROI_MASK_HEAD.POOLER_RESOLUTION": 7, | |
| "MODEL.RPN.IN_FEATURES": [ | |
| "p2", | |
| "p3", | |
| "p4", | |
| "p5", | |
| "p6" | |
| ], | |
| "MODEL.RPN.POST_NMS_TOPK_TRAIN": 1000, | |
| "MODEL.RPN.PRE_NMS_TOPK_TEST": 1000, | |
| "MODEL.RPN.PRE_NMS_TOPK_TRAIN": 2000 | |
| }, | |
| "eos_token_id": 2, | |
| "fast_qkv": false, | |
| "gradient_checkpointing": false, | |
| "has_relative_attention_bias": false, | |
| "has_spatial_attention_bias": false, | |
| "has_visual_segment_embedding": true, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-APPLE", | |
| "2": "B-BANANA", | |
| "3": "B-APRICOT", | |
| "4": "B-ATEMOYA", | |
| "5": "B-AVOCADOS", | |
| "6": "B-BLUEBERRY", | |
| "7": "B-BLACKCURRANT", | |
| "8": "B-ACKEE", | |
| "9": "B-CRANBERRY", | |
| "10": "B-CANTALOUPE", | |
| "11": "B-CHERRY", | |
| "12": "B-KIWI", | |
| "13": "B-KABOSU", | |
| "14": "B-KIWANO", | |
| "15": "B-ORANGE", | |
| "16": "B-LEMON", | |
| "17": "B-CHEMPEDAK", | |
| "18": "B-FIG", | |
| "19": "B-GUAVA", | |
| "20": "B-GRAPES", | |
| "21": "B-GRAPEFRUIT", | |
| "22": "B-DRAGONFRUIT", | |
| "23": "B-BAEL", | |
| "24": "B-QUINCE", | |
| "25": "B-PAPAYA", | |
| "26": "B-MANGO", | |
| "27": "B-PINEAPPLE", | |
| "28": "B-POMEGRANATE", | |
| "29": "B-RAMBUTAN", | |
| "30": "B-WATERMELON", | |
| "31": "B-LYCHEE", | |
| "32": "B-MANGOSTEEN", | |
| "33": "B-MUSKMELON", | |
| "34": "B-PERSIMMON", | |
| "35": "B-KUMQUAT", | |
| "36": "B-PEACH", | |
| "37": "B-STRAWBERRIES", | |
| "38": "B-TANGERINE", | |
| "39": "B-OLIVE", | |
| "40": "B-NECTARINE", | |
| "41": "B-JACKFRUIT", | |
| "42": "B-HAZELNUT", | |
| "43": "B-DURIAN", | |
| "44": "I-APPLE", | |
| "45": "I-BANANA", | |
| "46": "I-APRICOT", | |
| "47": "I-ATEMOYA", | |
| "48": "I-AVOCADOS", | |
| "49": "I-BLUEBERRY", | |
| "50": "I-BLACKCURRANT", | |
| "51": "I-ACKEE", | |
| "52": "I-CRANBERRY", | |
| "53": "I-CANTALOUPE", | |
| "54": "I-CHERRY", | |
| "55": "I-KIWI", | |
| "56": "I-KABOSU", | |
| "57": "I-KIWANO", | |
| "58": "I-ORANGE", | |
| "59": "I-LEMON", | |
| "60": "I-CHEMPEDAK", | |
| "61": "I-FIG", | |
| "62": "I-GUAVA", | |
| "63": "I-GRAPES", | |
| "64": "I-GRAPEFRUIT", | |
| "65": "I-DRAGONFRUIT", | |
| "66": "I-BAEL", | |
| "67": "I-QUINCE", | |
| "68": "I-PAPAYA", | |
| "69": "I-MANGO", | |
| "70": "I-PINEAPPLE", | |
| "71": "I-POMEGRANATE", | |
| "72": "I-RAMBUTAN", | |
| "73": "I-WATERMELON", | |
| "74": "I-LYCHEE", | |
| "75": "I-MANGOSTEEN", | |
| "76": "I-MUSKMELON", | |
| "77": "I-PERSIMMON", | |
| "78": "I-KUMQUAT", | |
| "79": "I-PEACH", | |
| "80": "I-STRAWBERRIES", | |
| "81": "I-TANGERINE", | |
| "82": "I-OLIVE", | |
| "83": "I-NECTARINE", | |
| "84": "I-JACKFRUIT", | |
| "85": "I-HAZELNUT", | |
| "86": "I-DURIAN" | |
| }, | |
| "image_feature_pool_shape": [ | |
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| 7, | |
| 256 | |
| ], | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
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| "I-AVOCADOS": 48, | |
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| "I-CANTALOUPE": 53, | |
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| "I-CHERRY": 54, | |
| "I-CRANBERRY": 52, | |
| "I-DRAGONFRUIT": 65, | |
| "I-DURIAN": 86, | |
| "I-FIG": 61, | |
| "I-GRAPEFRUIT": 64, | |
| "I-GRAPES": 63, | |
| "I-GUAVA": 62, | |
| "I-HAZELNUT": 85, | |
| "I-JACKFRUIT": 84, | |
| "I-KABOSU": 56, | |
| "I-KIWANO": 57, | |
| "I-KIWI": 55, | |
| "I-KUMQUAT": 78, | |
| "I-LEMON": 59, | |
| "I-LYCHEE": 74, | |
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| "I-MANGOSTEEN": 75, | |
| "I-MUSKMELON": 76, | |
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| "I-OLIVE": 82, | |
| "I-ORANGE": 58, | |
| "I-PAPAYA": 68, | |
| "I-PEACH": 79, | |
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| "I-QUINCE": 67, | |
| "I-RAMBUTAN": 72, | |
| "I-STRAWBERRIES": 80, | |
| "I-TANGERINE": 81, | |
| "I-WATERMELON": 73, | |
| "O": 0 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "max_2d_position_embeddings": 1024, | |
| "max_position_embeddings": 514, | |
| "max_rel_2d_pos": 256, | |
| "max_rel_pos": 128, | |
| "model_type": "layoutlmv2", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "output_past": true, | |
| "pad_token_id": 1, | |
| "rel_2d_pos_bins": 64, | |
| "rel_pos_bins": 32, | |
| "shape_size": 128, | |
| "tokenizer_class": "LayoutXLMTokenizer", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.27.4", | |
| "type_vocab_size": 1, | |
| "vocab_size": 250002 | |
| } | |