| { | |
| "_name_or_path": "microsoft/layoutlmv2-base-uncased", | |
| "architectures": [ | |
| "LayoutLMv2ForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "convert_sync_batchnorm": true, | |
| "coordinate_size": 128, | |
| "detectron2_config_args": { | |
| "MODEL.ANCHOR_GENERATOR.SIZES": [ | |
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| ], | |
| "MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone", | |
| "MODEL.FPN.IN_FEATURES": [ | |
| "res2", | |
| "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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| 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" | |
| ], | |
| "MODEL.RESNETS.SIZES": [ | |
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| 256 | |
| ], | |
| [ | |
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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, | |
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| }, | |
| "fast_qkv": true, | |
| "gradient_checkpointing": false, | |
| "has_relative_attention_bias": true, | |
| "has_spatial_attention_bias": true, | |
| "has_visual_segment_embedding": false, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "I-SUPPLIER_NAME", | |
| "1": "B-RECEIVER_NAME", | |
| "2": "I-RECEIVER_ADDRESS", | |
| "3": "E-RECEIVER_NAME", | |
| "4": "S-RECEIVER_NAME", | |
| "5": "B-SUPPLIER_NAME", | |
| "6": "B-RECEIVER_ADDRESS", | |
| "7": "E-RECEIVER_ADDRESS", | |
| "8": "S-SUPPLIER_NAME", | |
| "9": "S-INVOICE_ID", | |
| "10": "E-INVOICE_ID", | |
| "11": "S-INVOICE_DATE", | |
| "12": "I-TAX_AMOUNT", | |
| "13": "I-SUPPLIER_ADDRESS", | |
| "14": "B-PAYMENT_TERMS", | |
| "15": "E-PAYMENT_TERMS", | |
| "16": "E-SUPPLIER_ADDRESS", | |
| "17": "S-TOTAL", | |
| "18": "I-INVOICE_DATE", | |
| "19": "S-PAYMENT_TERMS", | |
| "20": "B-SUB_TOTAL", | |
| "21": "E-TAX_AMOUNT", | |
| "22": "E-INVOICE_DATE", | |
| "23": "B-DUE_DATE", | |
| "24": "S-SUB_TOTAL", | |
| "25": "S-TAX_AMOUNT", | |
| "26": "I-PAYMENT_TERMS", | |
| "27": "E-SUPPLIER_NAME", | |
| "28": "I-DUE_DATE", | |
| "29": "I-TOTAL", | |
| "30": "S-RECEIVER_ADDRESS", | |
| "31": "O", | |
| "32": "B-INVOICE_ID", | |
| "33": "S-DUE_DATE", | |
| "34": "B-SUPPLIER_ADDRESS", | |
| "35": "I-INVOICE_ID", | |
| "36": "S-SUPPLIER_ADDRESS", | |
| "37": "E-DUE_DATE", | |
| "38": "B-TAX_AMOUNT", | |
| "39": "B-INVOICE_DATE", | |
| "40": "I-RECEIVER_NAME", | |
| "41": "E-TOTAL", | |
| "42": "B-TOTAL", | |
| "43": "E-SUB_TOTAL" | |
| }, | |
| "image_feature_pool_shape": [ | |
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| 7, | |
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| ], | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
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| "I-INVOICE_ID": 35, | |
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| "I-RECEIVER_ADDRESS": 2, | |
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| "I-SUPPLIER_ADDRESS": 13, | |
| "I-SUPPLIER_NAME": 0, | |
| "I-TAX_AMOUNT": 12, | |
| "I-TOTAL": 29, | |
| "O": 31, | |
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| "S-INVOICE_DATE": 11, | |
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| "S-TOTAL": 17 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_2d_position_embeddings": 1024, | |
| "max_position_embeddings": 512, | |
| "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": 0, | |
| "rel_2d_pos_bins": 64, | |
| "rel_pos_bins": 32, | |
| "shape_size": 128, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.22.0.dev0", | |
| "type_vocab_size": 2, | |
| "vocab_size": 30522 | |
| } | |