| { | |
| "_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": [ | |
| [ | |
| 32 | |
| ], | |
| [ | |
| 64 | |
| ], | |
| [ | |
| 128 | |
| ], | |
| [ | |
| 256 | |
| ], | |
| [ | |
| 512 | |
| ] | |
| ], | |
| "MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone", | |
| "MODEL.FPN.IN_FEATURES": [ | |
| "res2", | |
| "res3", | |
| "res4", | |
| "res5" | |
| ], | |
| "MODEL.MASK_ON": true, | |
| "MODEL.PIXEL_STD": [ | |
| 57.375, | |
| 57.12, | |
| 58.395 | |
| ], | |
| "MODEL.POST_NMS_TOPK_TEST": 1000, | |
| "MODEL.RESNETS.ASPECT_RATIOS": [ | |
| [ | |
| 0.5, | |
| 1.0, | |
| 2.0 | |
| ] | |
| ], | |
| "MODEL.RESNETS.DEPTH": 101, | |
| "MODEL.RESNETS.NUM_GROUPS": 32, | |
| "MODEL.RESNETS.OUT_FEATURES": [ | |
| "res2", | |
| "res3", | |
| "res4", | |
| "res5" | |
| ], | |
| "MODEL.RESNETS.SIZES": [ | |
| [ | |
| 32 | |
| ], | |
| [ | |
| 64 | |
| ], | |
| [ | |
| 128 | |
| ], | |
| [ | |
| 256 | |
| ], | |
| [ | |
| 512 | |
| ] | |
| ], | |
| "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": [ | |
| "p2", | |
| "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 | |
| }, | |
| "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": "menu.nm", | |
| "1": "menu.cnt", | |
| "2": "menu.itemsubtotal", | |
| "3": "total.menutype_cnt", | |
| "4": "menu.sub_cnt", | |
| "5": "menu.sub_nm", | |
| "6": "total.menuqty_cnt", | |
| "7": "menu.sub_price", | |
| "8": "menu.discountprice", | |
| "9": "total.changeprice", | |
| "10": "total.emoneyprice", | |
| "11": "sub_total.discount_price", | |
| "12": "menu.unitprice", | |
| "13": "menu.price", | |
| "14": "total.cashprice", | |
| "15": "sub_total.service_price", | |
| "16": "total.total_etc", | |
| "17": "menu.num", | |
| "18": "sub_total.tax_price", | |
| "19": "sub_total.etc", | |
| "20": "sub_total.subtotal_price", | |
| "21": "total.total_price", | |
| "22": "O", | |
| "23": "total.creditcardprice" | |
| }, | |
| "image_feature_pool_shape": [ | |
| 7, | |
| 7, | |
| 256 | |
| ], | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "O": 22, | |
| "menu.cnt": 1, | |
| "menu.discountprice": 8, | |
| "menu.itemsubtotal": 2, | |
| "menu.nm": 0, | |
| "menu.num": 17, | |
| "menu.price": 13, | |
| "menu.sub_cnt": 4, | |
| "menu.sub_nm": 5, | |
| "menu.sub_price": 7, | |
| "menu.unitprice": 12, | |
| "sub_total.discount_price": 11, | |
| "sub_total.etc": 19, | |
| "sub_total.service_price": 15, | |
| "sub_total.subtotal_price": 20, | |
| "sub_total.tax_price": 18, | |
| "total.cashprice": 14, | |
| "total.changeprice": 9, | |
| "total.creditcardprice": 23, | |
| "total.emoneyprice": 10, | |
| "total.menuqty_cnt": 6, | |
| "total.menutype_cnt": 3, | |
| "total.total_etc": 16, | |
| "total.total_price": 21 | |
| }, | |
| "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": "4.12.0.dev0", | |
| "type_vocab_size": 2, | |
| "vocab_size": 30522 | |
| } | |