Operation decomposition should be done in ModelBuilder
Open
Android Q
- Dominant language
- C++
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- 350
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- 59
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Description
Some operations in DNNLibrary are indeed composited by several nnapi operations
e.g.,
dilated convolution = space to batch -> convolution -> batch to space
prelu -> relu + (mul -> relu -> mul).
The decomposition is now done in OnnxConverter, however, many of these operations are supported directly by nnapi in Android Q. As a result, the decomposition should be done in ModelBuilder on-the-fly in order to choose the best interpretation of these ops.
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