Added multiple related fixes to enable automatic addition of KeyToValue - #4878
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…ue in the Nimbus codepath
| OnnxNode node; | ||
| var binarizerOutput = ctx.AddIntermediateVariable(null, "BinarizerOutput", true); | ||
| string opType = "Binarizer"; | ||
| var binarizerOutput = ctx.AddIntermediateVariable(NumberDataViewType.Single, "BinarizerOutput", false); |
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false [](start = 108, length = 5)
What does this false mean?
#Resolved
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False = Do not skip adding shape and type information (or in other words, add shape and type information). False is the default value. Technically it is not necessary to specify it.
In reply to: 383088227 [](ancestors = 383088227)
| { | ||
| Host.Assert(Bindings.InfoCount >= 3); | ||
| scoreColumn = outColumnNames[2]; | ||
| var one = ctx.AddInitializer(1.0f, "one"); |
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ctx.AddInitializer(1.0f, "one"); [](start = 26, length = 32)
Is this +1 ? to be 1 based? #Resolved
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Yes, this is to make it one based and make it consistent with ML.NET results.
In reply to: 383088629 [](ancestors = 383088629)
| else if (info.TypeSrc.GetItemType().Equals(NumberDataViewType.Double)) | ||
| { | ||
| // LabelEncoder doesn't support double tensors, so values are cast to floats | ||
| var castOutput = ctx.AddIntermediateVariable(null, "castOutput", true); |
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null [](start = 65, length = 4)
How did it work with null before? Was there an exception? #Resolved
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If the last parameter is true, it skips adding shape and type information and therefore accepts null. This still works, but I am prepping some parts of the code base for issues I have seen when run against the master branch of ORT.
There will be an exception if you specify null and set the last parameter to false.
In reply to: 383088824 [](ancestors = 383088824)
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This PR includes a number of fixes to enable automatic addition of KeyToValue in the Nimbus codepath. Specifically: