Merge pull request #5 from robzor92/tensorflow

Notebook updates

Author: robzor92

tensorflow/notebooks/PyTorch/mnist.ipynb

@@ -170,8 +170,8 @@
    },
    "outputs": [],
    "source": [
-    "from hops import tflauncher\n",
-    "tflauncher.launch(spark, wrapper)"
+    "from hops import experiment\n",
+    "experiment.launch(spark, wrapper)"
    ]
   },
   {

tensorflow/notebooks/Serving/serving_client.ipynb

@@ -28,7 +28,7 @@
     "concurrency=1\n",
     "num_tests=100\n",
     "work_dir=os.getcwd()\n",
-    "server=serving.get_serving_endpoint(\"mnist\")\n",
+    "server=\"host:ip\"\n",
     "\n",
     "\n",
     "class _ResultCounter(object):\n",

tensorflow/notebooks/Serving/train_and_export_model.ipynb

@@ -109,8 +109,8 @@
     "\n",
     "    serving.export(export_path, \"mnist\", 1)\n",
     "    \n",
-    "from hops import tflauncher\n",
-    "tflauncher.launch(spark, wrapper)"
+    "from hops import experiment\n",
+    "experiment.launch(spark, wrapper)"
    ]
   },
   {

tensorflow/notebooks/TensorFlow/cnn/Evolutionary_hyperparameter_search_Cifar10.ipynb

@@ -326,7 +326,7 @@
     "        assert(False)\n",
     "\n",
     "    #for each batch\n",
-    "    for idx in xrange(0, batch_idxs):\n",
+    "    for idx in range(0, batch_idxs):\n",
     "        l = idx*batch_size\n",
     "        u = min((idx+1)*batch_size, nImgs)\n",
     "        batchSz = u-l\n",
@@ -345,7 +345,7 @@
     "        beta2 = beta1\n",
     "        nIter = 10000 # number of iteration of the completion optimization for each batch\n",
     "\n",
-    "        for i in xrange(nIter):\n",
+    "        for i in range(nIter):\n",
     "            fd = {\n",
     "                z: zhats,\n",
     "                mask: mask1,\n",