File size: 4,215 Bytes
5a8f42a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 |
{
"_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": "B-PROVIDER_NAME_KEY",
"1": "E-PROVIDER_NAME_VALUE",
"2": "S-PATIENT_NAME_KEY",
"3": "I-DOB_KEY",
"4": "B-DOB_VALUE",
"5": "I-PROVIDER_NAME_KEY",
"6": "E-DOB_VALUE",
"7": "O",
"8": "E-PATIENT_NAME_VALUE",
"9": "B-PATIENT_NAME_KEY",
"10": "E-PROVIDER_NAME_KEY",
"11": "S-DOB_VALUE",
"12": "S-PROVIDER_NAME_KEY",
"13": "B-PROVIDER_NAME_VALUE",
"14": "I-PATIENT_NAME_VALUE",
"15": "S-PATIENT_NAME_VALUE",
"16": "I-DOB_VALUE",
"17": "S-PROVIDER_NAME_VALUE",
"18": "B-DOB_KEY",
"19": "S-DOB_KEY",
"20": "I-PATIENT_NAME_KEY",
"21": "E-PATIENT_NAME_KEY",
"22": "E-DOB_KEY",
"23": "I-PROVIDER_NAME_VALUE",
"24": "B-PATIENT_NAME_VALUE"
},
"image_feature_pool_shape": [
7,
7,
256
],
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"B-DOB_KEY": 18,
"B-DOB_VALUE": 4,
"B-PATIENT_NAME_KEY": 9,
"B-PATIENT_NAME_VALUE": 24,
"B-PROVIDER_NAME_KEY": 0,
"B-PROVIDER_NAME_VALUE": 13,
"E-DOB_KEY": 22,
"E-DOB_VALUE": 6,
"E-PATIENT_NAME_KEY": 21,
"E-PATIENT_NAME_VALUE": 8,
"E-PROVIDER_NAME_KEY": 10,
"E-PROVIDER_NAME_VALUE": 1,
"I-DOB_KEY": 3,
"I-DOB_VALUE": 16,
"I-PATIENT_NAME_KEY": 20,
"I-PATIENT_NAME_VALUE": 14,
"I-PROVIDER_NAME_KEY": 5,
"I-PROVIDER_NAME_VALUE": 23,
"O": 7,
"S-DOB_KEY": 19,
"S-DOB_VALUE": 11,
"S-PATIENT_NAME_KEY": 2,
"S-PATIENT_NAME_VALUE": 15,
"S-PROVIDER_NAME_KEY": 12,
"S-PROVIDER_NAME_VALUE": 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": "4.28.0",
"type_vocab_size": 2,
"vocab_size": 30522
}
|