Merge branch 'main' into autoreview_readme

Merge branch 'autoreview_readme' of https://github.com/GoogleCloudPlatform/vertex-ai-samples into autoreview_readme
fix: descriptions
2026-09-26 22:51:56 +00:00 · 2022-10-03 13:24:50 -07:00 · 2022-10-03 20:23:39 +00:00 · 2022-10-03 20:22:39 +00:00 · 2022-10-03 20:17:15 +00:00 · 2022-10-03 12:39:42 -07:00
4 changed files with 1127 additions and 1148 deletions
@@ -73,7 +73,7 @@
      "source": [
        "### Objective\n",
        "\n",
-        "In this tutorial, you learn how to use Python and Cloud logging awhen training with `Vertex AI`.\n",
+        "In this tutorial, you learn how to use Python and Cloud logging when training with `Vertex AI`.\n",
        "\n",
        "This tutorial uses the following Google Cloud ML services:\n",
        "\n",
@@ -81,7 +81,7 @@
      "source": [
        "### Objective\n",
        "\n",
-        "In this tutorial, you convert a self-contained custom training component into a `Vertex AI CustomJob`, whereby:\n",
+        "In this tutorial, you learn how to convert a self-contained custom training component into a `Vertex AI CustomJob`, whereby:\n",
        "\n",
        "    - The training job and artifacts are trackable.\n",
        "    - Set machine resources, such as machine-type, cpu/gpu, memory, disk, etc.\n",
@@ -569,7 +569,6 @@
      "source": [
        "import json\n",
        "\n",
-        "import numpy as np\n",
        "from google.cloud import aiplatform\n",
        "from google_cloud_pipeline_components.v1.custom_job import \\\n",
        "    create_custom_training_job_from_component\n",
@@ -797,7 +796,6 @@
        "    epochs: int,\n",
        ") -> str:\n",
        "    import numpy as np\n",
-        "    import tensorflow as tf\n",
        "\n",
        "    def get_data():\n",
        "        from tensorflow.keras.datasets import mnist\n",
@@ -904,7 +902,7 @@
        "        },\n",
        "    ).after(training_job_task)\n",
        "\n",
-        "    model_upload = ModelUploadOp(\n",
+        "    _ = ModelUploadOp(\n",
        "        project=project,\n",
        "        display_name=\"mnist_model\",\n",
        "        unmanaged_container_model=import_unmanaged_model_task.outputs[\"artifact\"],\n",
@@ -1180,7 +1178,7 @@
        "        },\n",
        "    ).after(training_job_task)\n",
        "\n",
-        "    model_upload = ModelUploadOp(\n",
+        "    _ = ModelUploadOp(\n",
        "        project=project,\n",
        "        display_name=\"mnist_model\",\n",
        "        unmanaged_container_model=import_unmanaged_model_task.outputs[\"artifact\"],\n",
@@ -81,7 +81,7 @@
      "source": [
        "### Objective\n",
        "\n",
-        "In this tutorial, you deploy a container running Nvidia Triton Server with a `Vertex AI Model` resource to a `Vertex AI Endpoint` for making online predictions.\n",
+        "In this tutorial, you learn how to deploy a container running Nvidia Triton Server with a `Vertex AI Model` resource to a `Vertex AI Endpoint` for making online predictions.\n",
        "\n",
        "This tutorial uses the following Google Cloud ML services:\n",
        "\n",
Author	SHA1	Message	Date
Andrew FerlitschandGitHub	c302878eca	Merge branch 'main' into autoreview_readme	2022-10-03 13:24:50 -07:00
Andrew Ferlitsch	4bb9d70072	Merge branch 'autoreview_readme' of https://github.com/GoogleCloudPlatform/vertex-ai-samples into autoreview_readme	2022-10-03 20:23:39 +00:00
Andrew Ferlitsch	a27c1a62f9	fix: descriptions	2022-10-03 20:22:39 +00:00
Andrew Ferlitsch	ccd50fa4da	fix: descriptions	2022-10-03 20:17:15 +00:00
Andrew FerlitschandGitHub	61e53867a3	Merge branch 'main' into autoreview_readme	2022-10-03 12:39:42 -07:00
Andrew Ferlitsch	c835334a36	fix: re autogen index	2022-10-03 19:37:36 +00:00