Set positive PATIENCE to avoid too early stop, fixes GoogleCloudPlatf…

…orm#2435
MrCsabaToth · Sep 10, 2023 · ee86c2f · ee86c2f
1 parent 6df1da3
commit ee86c2f
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Showing 2 changed files with 6 additions and 6 deletions.
diff --git a/...s/machine_learning/deepdive2/text_classification/labs/keras_for_text_classification.ipynb b/...s/machine_learning/deepdive2/text_classification/labs/keras_for_text_classification.ipynb
@@ -757,7 +757,7 @@
     "BATCH_SIZE = 300\n",
     "EPOCHS = 100\n",
     "EMBED_DIM = 10\n",
-    "PATIENCE = 0\n",
+    "PATIENCE = 20\n",
     "\n",
     "dnn_model = build_dnn_model(embed_dim=EMBED_DIM)\n",
     "\n",
@@ -849,7 +849,7 @@
     "BATCH_SIZE = 300\n",
     "EMBED_DIM = 10\n",
     "UNITS = 16\n",
-    "PATIENCE = 0\n",
+    "PATIENCE = 20\n",
     "\n",
     "rnn_model = build_rnn_model(embed_dim=EMBED_DIM, units=UNITS)\n",
     "\n",
@@ -945,7 +945,7 @@
     "FILTERS = 200\n",
     "STRIDES = 2\n",
     "KSIZE = 3\n",
-    "PATIENCE = 0\n",
+    "PATIENCE = 20\n",
     "\n",
     "\n",
     "cnn_model = build_cnn_model(\n",

diff --git a/...hine_learning/deepdive2/text_classification/solutions/keras_for_text_classification.ipynb b/...hine_learning/deepdive2/text_classification/solutions/keras_for_text_classification.ipynb
@@ -705,7 +705,7 @@
     "BATCH_SIZE = 300\n",
     "EPOCHS = 100\n",
     "EMBED_DIM = 10\n",
-    "PATIENCE = 0\n",
+    "PATIENCE = 20\n",
     "\n",
     "dnn_model = build_dnn_model(embed_dim=EMBED_DIM)\n",
     "\n",
@@ -789,7 +789,7 @@
     "BATCH_SIZE = 300\n",
     "EMBED_DIM = 10\n",
     "UNITS = 16\n",
-    "PATIENCE = 0\n",
+    "PATIENCE = 20\n",
     "\n",
     "rnn_model = build_rnn_model(embed_dim=EMBED_DIM, units=UNITS)\n",
     "\n",
@@ -886,7 +886,7 @@
     "FILTERS = 200\n",
     "STRIDES = 2\n",
     "KSIZE = 3\n",
-    "PATIENCE = 0\n",
+    "PATIENCE = 20\n",
     "\n",
     "\n",
     "cnn_model = build_cnn_model(\n",