rename cpu to aml cluster

Author: madiepev

Labs/04/Work with compute.ipynb

@@ -151,7 +151,7 @@
         "from azure.ai.ml.entities import AmlCompute\n",
         "\n",
         "# Name assigned to the compute cluster\n",
-        "cpu_compute_target = \"cpu-cluster\"\n",
+        "cpu_compute_target = \"aml-cluster\"\n",
         "\n",
         "try:\n",
         "    # let's see if the compute target already exists\n",
@@ -181,11 +181,7 @@
         "    )\n",
         "\n",
         "    # Now, we pass the object to MLClient's create_or_update method\n",
-        "    cpu_cluster = ml_client.compute.begin_create_or_update(cpu_cluster)\n",
-        "\n",
-        "    print(\n",
-        "        f\"AMLCompute with name {cpu_cluster.name} is created, the compute size is {cpu_cluster.size}\"\n",
-        "    )"
+        "    cpu_cluster = ml_client.compute.begin_create_or_update(cpu_cluster)\n"
       ]
     },
     {
@@ -232,7 +228,7 @@
         "from azure.ai.ml.entities import AmlCompute\n",
         "\n",
         "cluster_scale = AmlCompute(\n",
-        "    name=\"cpu-cluster\",\n",
+        "    name=\"aml-cluster\",\n",
         "    max_instances=2,\n",
         ")\n",
         "ml_client.begin_create_or_update(cluster_scale)"
@@ -273,7 +269,7 @@
       },
       "outputs": [],
       "source": [
-        "cpu_cluster = ml_client.compute.get(\"cpu-cluster\")\n",
+        "cpu_cluster = ml_client.compute.get(\"aml-cluster\")\n",
         "\n",
         "print (\n",
         "        f\"AMLCompute with name {cpu_cluster.name} has a maximum of {cpu_cluster.max_instances} nodes\"\n",
@@ -383,7 +379,7 @@
         "    code=\"./src\",\n",
         "    command=\"python diabetes-training.py\",\n",
         "    environment=\"AzureML-sklearn-0.24-ubuntu18.04-py37-cpu@latest\",\n",
-        "    compute=\"cpu-cluster\",\n",
+        "    compute=\"aml-cluster\",\n",
         "    display_name=\"diabetes-train-cluster\",\n",
         "    experiment_name=\"diabetes-training\"\n",
         "    )\n",