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update samples from Release-167 as a part of 1.0.83 SDK release

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vizhur
2020-01-06 20:16:21 +00:00
parent 9b9d112719
commit c95f970dc8
61 changed files with 692 additions and 814 deletions
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14
how-to-use-azureml/deployment/onnx/onnx-train-pytorch-aml-deploy-mnist.ipynb
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@@ -405,7 +405,7 @@
"metadata": {},
"source": [
"### Create inference configuration\n",
"First we create a YAML file that specifies which dependencies we would like to see in our container."
"First we create a YAML file that specifies which dependencies we would like to see in our container. Please note that you must indicate azureml-defaults with verion >= 1.0.45 as a pip dependency, because it contains the functionality needed to host the model as a web service."
]
},
{
@@ -416,7 +416,7 @@
"source": [
"from azureml.core.conda_dependencies import CondaDependencies \n",
"\n",
"myenv = CondaDependencies.create(pip_packages=[\"numpy\",\"onnxruntime\",\"azureml-core\"])\n",
"myenv = CondaDependencies.create(pip_packages=[\"numpy\",\"onnxruntime\",\"azureml-core\", \"azureml-defaults\"])\n",
"\n",
"with open(\"myenv.yml\",\"w\") as f:\n",
" f.write(myenv.serialize_to_string())"
@@ -436,11 +436,11 @@
"outputs": [],
"source": [
"from azureml.core.model import InferenceConfig\n",
"from azureml.core.environment import Environment\n",
"\n",
"inference_config = InferenceConfig(runtime= \"python\", \n",
" entry_script=\"score.py\",\n",
" conda_file=\"myenv.yml\",\n",
" extra_docker_file_steps = \"Dockerfile\")"
"\n",
"myenv = Environment.from_conda_specification(name=\"myenv\", file_path=\"myenv.yml\")\n",
"inference_config = InferenceConfig(entry_script=\"score.py\", environment=myenv)"
]
},
{
@@ -537,7 +537,7 @@
"metadata": {},
"outputs": [],
"source": [
"#aci_service.delete()"
"aci_service.delete()"
]
}
],