Retrain model after updating dataset

gatewayd-io · Mar 24, 2024 · f624f9f · f624f9f
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commit f624f9f
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diff --git a/sqli_model/2/fingerprint.pb b/sqli_model/2/fingerprint.pb
@@ -1 +1 @@
-������������������������إ� �޻��ܮF(��ؒꔲi2
+�����ڃ����������������إ� ��⥩����(�쀜���ɉ2
diff --git a/sqli_model/2/saved_model.pb b/sqli_model/2/saved_model.pb
diff --git a/sqli_model/2/variables/variables.data-00000-of-00001 b/sqli_model/2/variables/variables.data-00000-of-00001
diff --git a/sqli_model/2/variables/variables.index b/sqli_model/2/variables/variables.index
diff --git a/training/README.md b/training/README.md
@@ -43,28 +43,28 @@ Dataset: dataset/sqli_dataset2.csv
 Model: sqli_model/2
 
 ```bash
-789/789 [==============================] - 377s 474ms/step - loss: 0.0603 - accuracy: 0.9801
+789/789 [==============================] - 356s 447ms/step - loss: 0.0622 - accuracy: 0.9791
 Epoch 2/11
-789/789 [==============================] - 367s 465ms/step - loss: 0.0139 - accuracy: 0.9969
+789/789 [==============================] - 344s 436ms/step - loss: 0.0137 - accuracy: 0.9966
 Epoch 3/11
-789/789 [==============================] - 383s 485ms/step - loss: 0.0104 - accuracy: 0.9983
+789/789 [==============================] - 339s 430ms/step - loss: 0.0099 - accuracy: 0.9981
 Epoch 4/11
-789/789 [==============================] - 360s 456ms/step - loss: 0.0083 - accuracy: 0.9986
+789/789 [==============================] - 350s 444ms/step - loss: 0.0081 - accuracy: 0.9987
 Epoch 5/11
-789/789 [==============================] - 347s 440ms/step - loss: 0.0075 - accuracy: 0.9988
+789/789 [==============================] - 365s 462ms/step - loss: 0.0075 - accuracy: 0.9988
 Epoch 6/11
-789/789 [==============================] - 341s 432ms/step - loss: 0.0077 - accuracy: 0.9988
+789/789 [==============================] - 339s 430ms/step - loss: 0.0078 - accuracy: 0.9988
 Epoch 7/11
-789/789 [==============================] - 356s 451ms/step - loss: 0.0071 - accuracy: 0.9988
+789/789 [==============================] - 334s 423ms/step - loss: 0.0073 - accuracy: 0.9988
 Epoch 8/11
-789/789 [==============================] - 344s 437ms/step - loss: 0.0072 - accuracy: 0.9989
+789/789 [==============================] - 344s 435ms/step - loss: 0.0071 - accuracy: 0.9989
 Epoch 9/11
-789/789 [==============================] - 346s 438ms/step - loss: 0.0070 - accuracy: 0.9989
+789/789 [==============================] - 334s 424ms/step - loss: 0.0070 - accuracy: 0.9989
 Epoch 10/11
-789/789 [==============================] - 355s 450ms/step - loss: 0.0072 - accuracy: 0.9988
+789/789 [==============================] - 335s 425ms/step - loss: 0.0080 - accuracy: 0.9986
 Epoch 11/11
-789/789 [==============================] - 358s 454ms/step - loss: 0.0071 - accuracy: 0.9989
-198/198 [==============================] - 7s 34ms/step
+789/789 [==============================] - 329s 418ms/step - loss: 0.0073 - accuracy: 0.9988
+198/198 [==============================] - 7s 32ms/step
 Accuracy: 63.96%
 Recall: 0.00%
 Precision: 100.00%

diff --git a/training/requirements.txt b/training/requirements.txt
@@ -4,4 +4,5 @@ pandas==2.0.1
 pytest==7.2.2
 pytest-cov==4.1.0
 scikit_learn==1.2.2
-tensorflow==2.12.0
+tensorflow==2.16.1
+tensorflow-serving-api=2.16.1
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		��ڃ��إ� ��⥩��(�쀜��ɉ2