add instructions to register pytorch with sasctl #130
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smlindauer
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Sep 1, 2022
| "id": "4d306649", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "# Register Pytorch Model in SAS Model Manager" |
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specify that this is for SAS Viya 4; also what versions of SAS Viya 4 will this work on?
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# define naming for the project and prefix for all the models\n", |
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uppercase 'define' to match other single line comment format
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# Define a directory where all the files for model manager will be kept \n", |
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all references to model manager need to be stated as "SAS Model Manager"
| "id": "4cf27c7a", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "### Defin Input/output variables" |
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"Define Input/Output Variables"
| } | ||
| ], | ||
| "source": [ | ||
| "# input variables\n", |
| "sasctl.pzmm.writeJSONFiles.JSONFiles().writeVarJSON(inputDF=inputVar,isInput=True)\n", | ||
| "inputVarJSON = pd.read_json(\"inputVar.json\")\n", | ||
| "\n", | ||
| "# output variables\n", |
| "sasctl.pzmm.writeJSONFiles.JSONFiles().writeVarJSON(inputDF=outputVar,isInput=False)\n", | ||
| "outputVarJSON = pd.read_json(\"outputVar.json\")\n", | ||
| "\n", | ||
| "# Define Input Output Variables and types for Model Manager\n", |
| "id": "fc92c3b7", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "### add requirements.json for SCR container\n", |
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"Add requirements.json File for SCR Container"
| "from sasctl.services import model_repository as mr\n", | ||
| "\n", | ||
| "try:\n", | ||
| " # Establish a session with Viya\n", |
| "outputs": [], | ||
| "source": [ | ||
| "from sasctl.services import model_management as mm\n", | ||
| "# Establish a session with Viya\n", |
|
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register, deploy and score a published pytorch model using sasctl. The following fork includes: