131 lines
2.6 KiB
JSON
131 lines
2.6 KiB
JSON
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{
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"architectures": [
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"LayoutLMv2ForQuestionAnswering"
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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": 6,
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"detectron2_config_args": {
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"MODEL.ANCHOR_GENERATOR.SIZES": [
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[
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32
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],
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[
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64
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],
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[
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128
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],
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[
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256
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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": 18,
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"MODEL.RESNETS.NUM_GROUPS": 1,
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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.RES2_OUT_CHANNELS": 64,
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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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64
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],
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[
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128
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],
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[
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256
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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.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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"has_relative_attention_bias": true,
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"has_spatial_attention_bias": true,
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"has_visual_segment_embedding": true,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 36,
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"image_feature_pool_shape": [
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7,
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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": 37,
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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": 4,
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"num_hidden_layers": 3,
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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": 6,
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"torch_dtype": "float32",
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"transformers_version": "4.25.0.dev0",
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"type_vocab_size": 16,
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"vocab_size": 30522
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}
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