Add a sample for Onnx conversion#5195
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wangyems merged 7 commits intodotnet:masterfrom Jun 8, 2020
wangyems:wangye/sample
Merged
Add a sample for Onnx conversion#5195wangyems merged 7 commits intodotnet:masterfrom wangyems:wangye/sample
wangyems merged 7 commits intodotnet:masterfrom
wangyems:wangye/sample
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harishsk
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Jun 2, 2020
docs/samples/Microsoft.ML.Samples/Dynamic/ModelOperations/OnnxConversion.cs
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kere-nel
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docs/samples/Microsoft.ML.Samples/Dynamic/ModelOperations/OnnxConversion.cs
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docs/samples/Microsoft.ML.Samples/Dynamic/ModelOperations/OnnxConversion.cs
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kere-nel
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docs/samples/Microsoft.ML.Samples/Dynamic/ModelOperations/OnnxConversion.cs
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kere-nel
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Codecov Report
@@ Coverage Diff @@
## master #5195 +/- ##
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Coverage 73.31% 73.32%
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Files 1007 1007
Lines 188075 188124 +49
Branches 20244 20246 +2
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+ Hits 137892 137934 +42
- Misses 44658 44661 +3
- Partials 5525 5529 +4
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harishsk
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Jun 4, 2020
docs/samples/Microsoft.ML.Samples/Dynamic/ModelOperations/OnnxConversion.cs
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harishsk
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| public static void Example() | ||
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I think this sample is getting more complicated than necessary. Can we simplify it just to demonstrate basic Onnx export and exporting to a different opset? The scenarios of using the whole pipeline versus partial pipeline is more advanced and can be left out of this sample. #Resolved
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harishsk
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| { | ||
| // Create data featurizing pipeline | ||
| var pipeline = mlContext.Transforms.CopyColumns("Label", "IsOver50K") | ||
| // Convert categorical features to one-hot vectors |
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Do you still need these changes? #Resolved
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yes, because the input data for the pipeline is raw data instead of featurizedData, and the onnx model can only be fed with raw data. So I refactor the SamplesDatasetUtils.cs to have a specific function to get raw data #Resolved
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