Training in progress, step 500

config.json

@@ -0,0 +1,112 @@
+{
+  "_name_or_path": "microsoft/layoutlmv3-base",
+  "architectures": [
+    "LayoutLMv3ForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "coordinate_size": 128,
+  "eos_token_id": 2,
+  "has_relative_attention_bias": true,
+  "has_spatial_attention_bias": true,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "doc_type",
+    "1": "entity_name",
+    "2": "entity_name_address",
+    "3": "invoice_number",
+    "4": "inoice_number_key",
+    "5": "issued_date",
+    "6": "due_date",
+    "7": "doc_amount_tax_ex",
+    "8": "doc_amount_tax",
+    "9": "doc_amount_total",
+    "10": "doc_amount_currency",
+    "11": "po_number",
+    "12": "po_number_key",
+    "13": "account_number",
+    "14": "vendor_business_number",
+    "15": "vendor_name",
+    "16": "vendor_address",
+    "17": "vendor_bank_bsb",
+    "18": "vendor_bank_account_number",
+    "19": "bpay_biller_code",
+    "20": "bpay_reference_number",
+    "21": "invoice_name",
+    "22": "invoice_address",
+    "23": "statement_invoice_numbers",
+    "24": "line_product_code",
+    "25": "line_quantity",
+    "26": "line_uom",
+    "27": "line_unit_amount_tax_ex",
+    "28": "line_amount_tax",
+    "29": "line_amount_tax_ex",
+    "30": "line_amount_total",
+    "31": "line_description",
+    "32": "line_valid_additional_charge",
+    "33": "line_po_number"
+  },
+  "initializer_range": 0.02,
+  "input_size": 224,
+  "intermediate_size": 3072,
+  "label2id": {
+    "account_number": 13,
+    "bpay_biller_code": 19,
+    "bpay_reference_number": 20,
+    "doc_amount_currency": 10,
+    "doc_amount_tax": 8,
+    "doc_amount_tax_ex": 7,
+    "doc_amount_total": 9,
+    "doc_type": 0,
+    "due_date": 6,
+    "entity_name": 1,
+    "entity_name_address": 2,
+    "inoice_number_key": 4,
+    "invoice_address": 22,
+    "invoice_name": 21,
+    "invoice_number": 3,
+    "issued_date": 5,
+    "line_amount_tax": 28,
+    "line_amount_tax_ex": 29,
+    "line_amount_total": 30,
+    "line_description": 31,
+    "line_po_number": 33,
+    "line_product_code": 24,
+    "line_quantity": 25,
+    "line_unit_amount_tax_ex": 27,
+    "line_uom": 26,
+    "line_valid_additional_charge": 32,
+    "po_number": 11,
+    "po_number_key": 12,
+    "statement_invoice_numbers": 23,
+    "vendor_address": 16,
+    "vendor_bank_account_number": 18,
+    "vendor_bank_bsb": 17,
+    "vendor_business_number": 14,
+    "vendor_name": 15
+  },
+  "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": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "patch_size": 16,
+  "rel_2d_pos_bins": 64,
+  "rel_pos_bins": 32,
+  "second_input_size": 112,
+  "shape_size": 128,
+  "text_embed": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.0.dev0",
+  "type_vocab_size": 1,
+  "visual_embed": true,
+  "vocab_size": 50265
+}

model.safetensors

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+size 503801184

preprocessor_config.json

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+{
+  "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": ""
+}

runs/Nov18_05-59-01_d2431beb687f/events.out.tfevents.1700287202.d2431beb687f.1562.0

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+size 7743

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
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+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
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+  "pad_token": {
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
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+  "sep_token": {
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
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+  "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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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "normalized": true,
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+      "special": true
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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "50264": {
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+      "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": [
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+    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
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+  "pad_token_label": -100,
+  "processor_class": "LayoutLMv3Processor",
+  "sep_token": "</s>",
+  "sep_token_box": [
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+    0,
+    0,
+    0
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+  "tokenizer_class": "LayoutLMv3Tokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

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