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onnx_surya/config.json

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+{
+  "_name_or_path": "vikp/surya_layout",
+  "architectures": [
+    "SegformerForRegressionMask"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "decoder_hidden_size": 768,
+  "decoder_layer_hidden_size": 192,
+  "decoder_upsample_rate": 2,
+  "depths": [
+    3,
+    4,
+    9,
+    3
+  ],
+  "downsampling_rates": [
+    1,
+    4,
+    8,
+    16
+  ],
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_sizes": [
+    64,
+    128,
+    320,
+    512
+  ],
+  "id2label": {
+    "0": "Blank",
+    "1": "Caption",
+    "2": "Footnote",
+    "3": "Formula",
+    "4": "List-item",
+    "5": "Page-footer",
+    "6": "Page-header",
+    "7": "Picture",
+    "8": "Section-header",
+    "9": "Table",
+    "10": "Text",
+    "11": "Title"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "Blank": 0,
+    "Caption": 1,
+    "Footnote": 2,
+    "Formula": 3,
+    "List-item": 4,
+    "Page-footer": 5,
+    "Page-header": 6,
+    "Picture": 7,
+    "Section-header": 8,
+    "Table": 9,
+    "Text": 10,
+    "Title": 11
+  },
+  "layer_norm_eps": 1e-06,
+  "mlp_ratios": [
+    4,
+    4,
+    4,
+    4
+  ],
+  "model_type": "segformer",
+  "num_attention_heads": [
+    1,
+    2,
+    5,
+    8
+  ],
+  "num_channels": 3,
+  "num_encoder_blocks": 4,
+  "patch_sizes": [
+    7,
+    3,
+    3,
+    3
+  ],
+  "reshape_last_stage": true,
+  "semantic_loss_ignore_index": -1,
+  "sr_ratios": [
+    8,
+    4,
+    2,
+    1
+  ],
+  "strides": [
+    4,
+    2,
+    2,
+    2
+  ],
+  "transformers_version": "4.39.3"
+}

onnx_surya/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ef415f65852d4f98dfeae7a8f9118f54f4e1cc31869ffec6d965a3a68219a06
+size 117371218

onnx_surya/ort_config.json

@@ -0,0 +1,39 @@
+{
+  "one_external_file": true,
+  "opset": null,
+  "optimization": {
+    "disable_attention": null,
+    "disable_attention_fusion": false,
+    "disable_bias_gelu": null,
+    "disable_bias_gelu_fusion": false,
+    "disable_bias_skip_layer_norm": null,
+    "disable_bias_skip_layer_norm_fusion": false,
+    "disable_embed_layer_norm": true,
+    "disable_embed_layer_norm_fusion": true,
+    "disable_gelu": null,
+    "disable_gelu_fusion": false,
+    "disable_group_norm_fusion": true,
+    "disable_layer_norm": null,
+    "disable_layer_norm_fusion": false,
+    "disable_packed_kv": true,
+    "disable_rotary_embeddings": false,
+    "disable_shape_inference": true,
+    "disable_skip_layer_norm": null,
+    "disable_skip_layer_norm_fusion": false,
+    "enable_gelu_approximation": false,
+    "enable_gemm_fast_gelu_fusion": false,
+    "enable_transformers_specific_optimizations": false,
+    "fp16": false,
+    "no_attention_mask": false,
+    "optimization_level": 1,
+    "optimize_for_gpu": false,
+    "optimize_with_onnxruntime_only": null,
+    "use_mask_index": false,
+    "use_multi_head_attention": false,
+    "use_raw_attention_mask": false
+  },
+  "optimum_version": "1.20.0.dev0",
+  "quantization": {},
+  "transformers_version": "4.39.3",
+  "use_external_data_format": false
+}

onnx_surya/preprocessor_config.json

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+{
+  "_valid_processor_keys": [
+    "images",
+    "segmentation_maps",
+    "do_resize",
+    "size",
+    "resample",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "image_mean",
+    "image_std",
+    "do_reduce_labels",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
+  ],
+  "do_normalize": true,
+  "do_reduce_labels": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "SegformerFeatureExtractor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 1024,
+    "width": 1024
+  }
+}