change deployment to model-centric approach

Merge pull request #541 from Azure/sdgilley/update-tutorial
Update img-classification-part1-training.ipynb
2025-12-20 17:45:10 -05:00 · 2019-08-21 09:50:49 -05:00 · 2019-08-20 15:59:24 -07:00
1 changed files with 623 additions and 624 deletions
--- a/tutorials/img-classification-part2-deploy.ipynb
+++ b/tutorials/img-classification-part2-deploy.ipynb
@@ -412,18 +412,17 @@
   "source": [
    "%%time\n",
    "from azureml.core.webservice import Webservice\n",
-        "from azureml.core.image import ContainerImage\n",
+    "from azureml.core.model import InferenceConfig\n",
    "\n",
-        "# configure the image\n",
+    "inference_config = InferenceConfig(runtime= \"python\", \n",
-        "image_config = ContainerImage.image_configuration(execution_script=\"score.py\", \n",
+    "                                   entry_script=\"score.py\",\n",
        "                                                  runtime=\"python\", \n",
    "                                   conda_file=\"myenv.yml\")\n",
    "\n",
-        "service = Webservice.deploy_from_model(workspace=ws,\n",
+    "service = Model.deploy(workspace=ws, \n",
    "                       name='sklearn-mnist-svc', \n",
        "                                       deployment_config=aciconfig,\n",
    "                       models=[model], \n",
-        "                                       image_config=image_config)\n",
+    "                       inference_config=inference_config, \n",
    "                       deployment_config=aciconfig)\n",
    "\n",
    "service.wait_for_deployment(show_output=True)"
   ]
Author	SHA1	Message	Date
Sheri Gilley	475afbf44b	change deployment to model-centric approach	2019-08-21 09:50:49 -05:00
Shané Winner	197eaf1aab	Merge pull request #541 from Azure/sdgilley/update-tutorial Update img-classification-part1-training.ipynb	2019-08-20 15:59:24 -07:00