Training in progress, step 500

config.json

@@ -0,0 +1,102 @@
+{
+  "_name_or_path": "microsoft/layoutlmv3-large",
+  "architectures": [
+    "LayoutLMv3ForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "coordinate_size": 171,
+  "eos_token_id": 2,
+  "has_relative_attention_bias": true,
+  "has_spatial_attention_bias": true,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "menu.cnt",
+    "1": "menu.discountprice",
+    "2": "menu.etc",
+    "3": "menu.itemsubtotal",
+    "4": "menu.nm",
+    "5": "menu.num",
+    "6": "menu.price",
+    "7": "menu.sub.cnt",
+    "8": "menu.sub.nm",
+    "9": "menu.sub.price",
+    "10": "menu.sub.unitprice",
+    "11": "menu.unitprice",
+    "12": "menu.vatyn",
+    "13": "sub_total.discount_price",
+    "14": "sub_total.etc",
+    "15": "sub_total.othersvc_price",
+    "16": "sub_total.service_price",
+    "17": "sub_total.subtotal_price",
+    "18": "sub_total.tax_price",
+    "19": "total.cashprice",
+    "20": "total.changeprice",
+    "21": "total.creditcardprice",
+    "22": "total.emoneyprice",
+    "23": "total.menuqty_cnt",
+    "24": "total.menutype_cnt",
+    "25": "total.total_etc",
+    "26": "total.total_price",
+    "27": "void_menu.nm",
+    "28": "void_menu.price"
+  },
+  "initializer_range": 0.02,
+  "input_size": 224,
+  "intermediate_size": 4096,
+  "label2id": {
+    "menu.cnt": 0,
+    "menu.discountprice": 1,
+    "menu.etc": 2,
+    "menu.itemsubtotal": 3,
+    "menu.nm": 4,
+    "menu.num": 5,
+    "menu.price": 6,
+    "menu.sub.cnt": 7,
+    "menu.sub.nm": 8,
+    "menu.sub.price": 9,
+    "menu.sub.unitprice": 10,
+    "menu.unitprice": 11,
+    "menu.vatyn": 12,
+    "sub_total.discount_price": 13,
+    "sub_total.etc": 14,
+    "sub_total.othersvc_price": 15,
+    "sub_total.service_price": 16,
+    "sub_total.subtotal_price": 17,
+    "sub_total.tax_price": 18,
+    "total.cashprice": 19,
+    "total.changeprice": 20,
+    "total.creditcardprice": 21,
+    "total.emoneyprice": 22,
+    "total.menuqty_cnt": 23,
+    "total.menutype_cnt": 24,
+    "total.total_etc": 25,
+    "total.total_price": 26,
+    "void_menu.nm": 27,
+    "void_menu.price": 28
+  },
+  "layer_norm_eps": 1e-05,
+  "max_2d_position_embeddings": 1024,
+  "max_position_embeddings": 514,
+  "max_rel_2d_pos": 256,
+  "max_rel_pos": 128,
+  "model_type": "layoutlmv3",
+  "num_attention_heads": 16,
+  "num_channels": 3,
+  "num_hidden_layers": 24,
+  "pad_token_id": 1,
+  "patch_size": 16,
+  "rel_2d_pos_bins": 64,
+  "rel_pos_bins": 32,
+  "second_input_size": 112,
+  "shape_size": 170,
+  "text_embed": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.0",
+  "type_vocab_size": 1,
+  "visual_embed": true,
+  "vocab_size": 50265
+}

logs/events.out.tfevents.1704424546.8017abf2a21c.26.0

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model.safetensors

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preprocessor_config.json

@@ -0,0 +1,27 @@
+{
+  "apply_ocr": false,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "feature_extractor_type": "LayoutLMv3FeatureExtractor",
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "LayoutLMv3ImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "ocr_lang": null,
+  "processor_class": "LayoutLMv3Processor",
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  },
+  "tesseract_config": ""
+}

special_tokens_map.json

@@ -0,0 +1,51 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,79 @@
+{
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
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+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50264": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "apply_ocr": false,
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "cls_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "only_label_first_subword": true,
+  "pad_token": "<pad>",
+  "pad_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "pad_token_label": -100,
+  "processor_class": "LayoutLMv3Processor",
+  "sep_token": "</s>",
+  "sep_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "tokenizer_class": "LayoutLMv3Tokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

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