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Remove extra Transpose layers from the generated graph #152
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@Rjasuja could you please rebase the PR. It has "001-Add-Float16-support-for-Resize-Bilinear-and-Resize-N.patch" patch. I think your changes will fail to reshape the tensor when model has multiple convolution nodes. (I could be wrong, i am unable to apply your patch and verify the changes) |
Tranpose layers are added to every operator's input and output if layout is NHWC Instead it should be added only at the beginning and end of the graph Signed-off-by: Ritul Jasuja <[email protected]>
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| if (!useNchw) { // No conversion needed if useNchw set | ||
| inputNode = transpose(NHWC_NCHW, inputNode); | ||
| transposed_nchw = true; | ||
| } |
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Can this code be shared by multiple operations? It seems like its needed in all operations, maybe we can have a function in the parent class?
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Tranpose layers are added to every operator's input and output if layout
is NHWC
Instead it should be added only at the beginning and end of the graph
Signed-off-by: Ritul Jasuja [email protected]