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a bunch of AutoML benchmark tests using MLNet.CLI

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automl benchmark test using mlnet cli

To train models for benchmark test

  • Create dotnet-tools.json for restoring local tools

dotnet new tool-manifest

  • Install mlnet cli, make sure your mlnet's version is newer than 16.8.3. Pick up the right mlnet based on your platform.

dotnet tool install microsoft.ml.modelbuilder.cli.osx // MacOS

dotnet tool install microsoft.ml.modelbuilder.cli.linux64 // Linux

dotnet tool install microsoft.ml.modelbuilder.cli.win64 // Win

  • Then launch an E2E test using the following command:

dotnet msbuild Run.proj

The command above will test happy path using these datasets, including training, build generated projects, retraining with exsiting mbconfigs and build those generated projects again.

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