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config.json ADDED
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+ {
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+ "_name_or_path": "microsoft/layoutlmv2-base-uncased",
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+ "architectures": [
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+ "LayoutLMv2ForTokenClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "convert_sync_batchnorm": true,
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+ "coordinate_size": 128,
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+ "detectron2_config_args": {
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+ "MODEL.ANCHOR_GENERATOR.SIZES": [
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+ [
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+ [
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+ [
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+ ],
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+ [
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+ ],
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+ [
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+ 512
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+ ]
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+ ],
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+ "MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone",
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+ "MODEL.FPN.IN_FEATURES": [
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+ "res2",
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+ "res3",
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+ "res4",
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+ "res5"
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+ ],
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+ "MODEL.MASK_ON": true,
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+ "MODEL.PIXEL_STD": [
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+ 57.375,
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+ 57.12,
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+ 58.395
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+ ],
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+ "MODEL.POST_NMS_TOPK_TEST": 1000,
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+ "MODEL.RESNETS.ASPECT_RATIOS": [
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+ [
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+ 0.5,
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+ 1.0,
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+ 2.0
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+ ]
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+ ],
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+ "MODEL.RESNETS.DEPTH": 101,
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+ "MODEL.RESNETS.NUM_GROUPS": 32,
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+ "MODEL.RESNETS.OUT_FEATURES": [
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+ "res2",
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+ "res3",
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+ "res4",
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+ "res5"
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+ ],
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+ "MODEL.RESNETS.SIZES": [
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+ [
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+ 32
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+ ],
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+ [
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+ ],
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+ [
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+ ],
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+ [
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+ ],
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+ [
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+ ]
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+ ],
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+ "MODEL.RESNETS.STRIDE_IN_1X1": false,
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+ "MODEL.RESNETS.WIDTH_PER_GROUP": 8,
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+ "MODEL.ROI_BOX_HEAD.NAME": "FastRCNNConvFCHead",
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+ "MODEL.ROI_BOX_HEAD.NUM_FC": 2,
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+ "MODEL.ROI_BOX_HEAD.POOLER_RESOLUTION": 14,
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+ "MODEL.ROI_HEADS.IN_FEATURES": [
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+ "p2",
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+ "p3",
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+ "p4",
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+ "p5"
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+ ],
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+ "MODEL.ROI_HEADS.NAME": "StandardROIHeads",
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+ "MODEL.ROI_HEADS.NUM_CLASSES": 5,
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+ "MODEL.ROI_MASK_HEAD.NAME": "MaskRCNNConvUpsampleHead",
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+ "MODEL.ROI_MASK_HEAD.NUM_CONV": 4,
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+ "MODEL.ROI_MASK_HEAD.POOLER_RESOLUTION": 7,
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+ "MODEL.RPN.IN_FEATURES": [
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+ "p2",
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+ "p3",
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+ "p4",
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+ "p5",
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+ "p6"
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+ ],
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+ "MODEL.RPN.POST_NMS_TOPK_TRAIN": 1000,
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+ "MODEL.RPN.PRE_NMS_TOPK_TEST": 1000,
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+ "MODEL.RPN.PRE_NMS_TOPK_TRAIN": 2000
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+ },
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+ "fast_qkv": true,
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+ "gradient_checkpointing": false,
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+ "has_relative_attention_bias": true,
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+ "has_spatial_attention_bias": true,
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+ "has_visual_segment_embedding": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "DIC",
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+ "1": "IBAN",
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+ "2": "ICO",
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+ "3": "O",
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+ "4": "account_number",
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+ "5": "bank_code",
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+ "6": "const_symbol",
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+ "7": "contr_address",
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+ "8": "contr_name",
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+ "9": "due_date",
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+ "10": "invoice_date",
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+ "11": "invoice_number",
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+ "12": "qr_code",
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+ "13": "spec_symbol",
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+ "14": "total_amount",
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+ "15": "var_symbol"
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+ },
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+ "image_feature_pool_shape": [
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+ 7,
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+ 256
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+ ],
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "DIC": 0,
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+ "IBAN": 1,
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+ "ICO": 2,
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+ "O": 3,
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+ "account_number": 4,
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+ "bank_code": 5,
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+ "const_symbol": 6,
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+ "contr_address": 7,
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+ "contr_name": 8,
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+ "due_date": 9,
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+ "invoice_date": 10,
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+ "invoice_number": 11,
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+ "qr_code": 12,
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+ "spec_symbol": 13,
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+ "total_amount": 14,
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+ "var_symbol": 15
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_2d_position_embeddings": 1024,
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+ "max_position_embeddings": 512,
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+ "max_rel_2d_pos": 256,
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+ "max_rel_pos": 128,
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+ "model_type": "layoutlmv2",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "output_past": true,
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+ "pad_token_id": 0,
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+ "rel_2d_pos_bins": 64,
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+ "rel_pos_bins": 32,
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+ "shape_size": 128,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.21.0",
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+ "type_vocab_size": 2,
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+ "vocab_size": 30522
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+ }