Training in progress epoch 0

README.md

@@ -1,27 +1,27 @@
 ---
 license: mit
+base_model: microsoft/layoutlm-base-uncased
 tags:
 - generated_from_keras_callback
-base_model: microsoft/layoutlm-base-uncased
 model-index:
-- name: layoutlm-cord-tf
+- name: cor-c/layoutlm-cord-tf
   results: []
 ---
 
 <!-- This model card has been generated automatically according to the information Keras had access to. You should
 probably proofread and complete it, then remove this comment. -->
 
-# layoutlm-cord-tf
+# cor-c/layoutlm-cord-tf
 
 This model is a fine-tuned version of [microsoft/layoutlm-base-uncased](https://huggingface.co/microsoft/layoutlm-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0379
-- Validation Loss: 0.1673
-- Train Overall Precision: 0.9428
-- Train Overall Recall: 0.9528
-- Train Overall F1: 0.9478
-- Train Overall Accuracy: 0.9605
-- Epoch: 7
+- Train Loss: 2.3801
+- Validation Loss: 2.0295
+- Train Overall Precision: 0.0036
+- Train Overall Recall: 0.0025
+- Train Overall F1: 0.0030
+- Train Overall Accuracy: 0.3419
+- Epoch: 0
 
 ## Model description
 
@@ -47,14 +47,7 @@ The following hyperparameters were used during training:
 
 | Train Loss | Validation Loss | Train Overall Precision | Train Overall Recall | Train Overall F1 | Train Overall Accuracy | Epoch |
 |:----------:|:---------------:|:-----------------------:|:--------------------:|:----------------:|:----------------------:|:-----:|
-| 1.2812     | 0.5563          | 0.8209                  | 0.8265               | 0.8237           | 0.8574                 | 0     |
-| 0.3842     | 0.2602          | 0.9121                  | 0.9155               | 0.9138           | 0.9406                 | 1     |
-| 0.2075     | 0.2085          | 0.9257                  | 0.9201               | 0.9229           | 0.9453                 | 2     |
-| 0.1377     | 0.1793          | 0.9368                  | 0.9368               | 0.9368           | 0.9555                 | 3     |
-| 0.0889     | 0.1902          | 0.9282                  | 0.9346               | 0.9314           | 0.9525                 | 4     |
-| 0.0747     | 0.1610          | 0.9455                  | 0.9513               | 0.9484           | 0.9648                 | 5     |
-| 0.0514     | 0.1796          | 0.9480                  | 0.9566               | 0.9523           | 0.9639                 | 6     |
-| 0.0379     | 0.1673          | 0.9428                  | 0.9528               | 0.9478           | 0.9605                 | 7     |
+| 2.3801     | 2.0295          | 0.0036                  | 0.0025               | 0.0030           | 0.3419                 | 0     |
 
 
 ### Framework versions

config.json

@@ -8,56 +8,38 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "O",
-    "1": "I-menu.cnt",
-    "2": "I-menu.discountprice",
-    "3": "I-menu.nm",
-    "4": "I-menu.num",
-    "5": "I-menu.price",
-    "6": "I-menu.sub_cnt",
-    "7": "I-menu.sub_nm",
-    "8": "I-menu.sub_price",
-    "9": "I-menu.unitprice",
-    "10": "I-sub_total.discount_price",
-    "11": "I-sub_total.etc",
-    "12": "I-sub_total.service_price",
-    "13": "I-sub_total.subtotal_price",
-    "14": "I-sub_total.tax_price",
-    "15": "I-total.cashprice",
-    "16": "I-total.changeprice",
-    "17": "I-total.creditcardprice",
-    "18": "I-total.emoneyprice",
-    "19": "I-total.menuqty_cnt",
-    "20": "I-total.menutype_cnt",
-    "21": "I-total.total_etc",
-    "22": "I-total.total_price"
+    "0": "document.type",
+    "1": "date.invoice",
+    "2": "number.invoice",
+    "3": "duedate.invoice",
+    "4": "goods.info",
+    "5": "total.total",
+    "6": "discount.total",
+    "7": "net.total",
+    "8": "vat.total",
+    "9": "other",
+    "10": "name.supplier",
+    "11": "info.supplier",
+    "12": "name.client",
+    "13": "info.client"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "I-menu.cnt": 1,
-    "I-menu.discountprice": 2,
-    "I-menu.nm": 3,
-    "I-menu.num": 4,
-    "I-menu.price": 5,
-    "I-menu.sub_cnt": 6,
-    "I-menu.sub_nm": 7,
-    "I-menu.sub_price": 8,
-    "I-menu.unitprice": 9,
-    "I-sub_total.discount_price": 10,
-    "I-sub_total.etc": 11,
-    "I-sub_total.service_price": 12,
-    "I-sub_total.subtotal_price": 13,
-    "I-sub_total.tax_price": 14,
-    "I-total.cashprice": 15,
-    "I-total.changeprice": 16,
-    "I-total.creditcardprice": 17,
-    "I-total.emoneyprice": 18,
-    "I-total.menuqty_cnt": 19,
-    "I-total.menutype_cnt": 20,
-    "I-total.total_etc": 21,
-    "I-total.total_price": 22,
-    "O": 0
+    "date.invoice": 1,
+    "discount.total": 6,
+    "document.type": 0,
+    "duedate.invoice": 3,
+    "goods.info": 4,
+    "info.client": 13,
+    "info.supplier": 11,
+    "name.client": 12,
+    "name.supplier": 10,
+    "net.total": 7,
+    "number.invoice": 2,
+    "other": 9,
+    "total.total": 5,
+    "vat.total": 8
   },
   "layer_norm_eps": 1e-12,
   "max_2d_position_embeddings": 1024,

tf_model.h5

@@ -1,3 +1,3 @@
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-size 450878408
+oid sha256:d784007aeb3ab2f7cf44e495565d883829b2bc92f9386c63ec25a1a6e2e6db56
+size 450850760