Added char_tc configurations

mhjabreel · Aug 1, 2018 · dff0cd3 · dff0cd3
1 parent 01371d0
commit dff0cd3
Showing 1 changed file with 38 additions and 19 deletions.
diff --git a/config.json b/config.json
@@ -15,37 +15,42 @@
     "evaluate_every": 100,
     "checkpoint_every": 100
   },
-  "char_cnn_zhang": {
+  "char_tcn": {
     "embedding_size": 128,
     "conv_layers": [
       [
         256,
-        7,
-        3
+        5
       ],
       [
         256,
-        7,
-        3
-      ],
+        5
+      ]
+    ],
+    "fully_connected_layers": [
+      1024
+    ],
+    "dropout_p": 0.2,
+    "optimizer": "adam",
+    "loss": "categorical_crossentropy"
+  },
+  "char_cnn_kim": {
+    "embedding_size": 128,
+    "conv_layers": [
       [
         256,
-        3,
-        -1
+        10
       ],
       [
         256,
-        3,
-        -1
+        7
       ],
       [
         256,
-        3,
-        -1
+        5
       ],
       [
         256,
-        3,
         3
       ]
     ],
@@ -54,27 +59,41 @@
       1024
     ],
     "threshold": 1e-6,
-    "dropout_p": 0.5,
+    "dropout_p": 0.1,
     "optimizer": "adam",
     "loss": "categorical_crossentropy"
   },
-  "char_cnn_kim": {
+  "char_cnn_zhang": {
     "embedding_size": 128,
     "conv_layers": [
       [
         256,
-        10
+        7,
+        3
       ],
       [
         256,
-        7
+        7,
+        3
       ],
       [
         256,
-        5
+        3,
+        -1
       ],
       [
         256,
+        3,
+        -1
+      ],
+      [
+        256,
+        3,
+        -1
+      ],
+      [
+        256,
+        3,
         3
       ]
     ],
@@ -83,7 +102,7 @@
       1024
     ],
     "threshold": 1e-6,
-    "dropout_p": 0.1,
+    "dropout_p": 0.5,
     "optimizer": "adam",
     "loss": "categorical_crossentropy"
   }