Metric_definition configuration

Author: Yuval Fernbach

2_Using_Pipemode_input_for_big_datasets.ipynb

@@ -152,6 +152,25 @@
     }
    }
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "metric_definitions = [\n",
+    "    {'Name': 'train:loss', 'Regex': 'loss: ([0-9\\\\.]+) - acc: [0-9\\\\.]+'},\n",
+    "    {'Name': 'train:accuracy', 'Regex': 'loss: [0-9\\\\.]+ - acc: ([0-9\\\\.]+)'},\n",
+    "    {'Name': 'validation:accuracy', 'Regex': 'val_loss: [0-9\\\\.]+ - val_acc: ([0-9\\\\.]+)'},\n",
+    "    {'Name': 'validation:loss', 'Regex': 'val_loss: ([0-9\\\\.]+) - val_acc: [0-9\\\\.]+'},\n",
+    "]"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "pycharm": {
+     "name": "#%%\n"
+    }
+   }
+  },
   {
    "cell_type": "code",
    "execution_count": null,

3_Distributed_training_with_Horovod.ipynb

@@ -153,6 +153,25 @@
     }
    }
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "metric_definitions = [\n",
+    "    {'Name': 'train:loss', 'Regex': 'loss: ([0-9\\\\.]+) - acc: [0-9\\\\.]+'},\n",
+    "    {'Name': 'train:accuracy', 'Regex': 'loss: [0-9\\\\.]+ - acc: ([0-9\\\\.]+)'},\n",
+    "    {'Name': 'validation:accuracy', 'Regex': 'val_loss: [0-9\\\\.]+ - val_acc: ([0-9\\\\.]+)'},\n",
+    "    {'Name': 'validation:loss', 'Regex': 'val_loss: ([0-9\\\\.]+) - val_acc: [0-9\\\\.]+'},\n",
+    "]"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "pycharm": {
+     "name": "#%%\n"
+    }
+   }
+  },
   {
    "cell_type": "code",
    "execution_count": null,