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I need to improve that error message. It just means that the gradients aren't implemented for BiasAdd. There need to be implementations for both numOutputs and opGrad.
If you want biasAdd because of conv2d with NCHW format, then, coincidentally, I'm doing something similar, and I think you can work around the lack of biasAdd by using normal add and putting some 1's on the end of your bias shape, e.g. [numChannels, 1, 1].
this function fails with:
numOuputs not implemented for "BiasAdd"
when you try and use it anywhere, such as
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