[ETHOSN] Support multiply conversion to depthwise #12403
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@tvm-bot rerun |
NicolaLancellotti
approved these changes
Aug 22, 2022
leandron
approved these changes
Aug 24, 2022
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@lhutton1 this now has a conflict, so when you have a moment and solve, I'm fine for this to be merged once CI is green again. |
Multiply can be supported when offloaded to the NPU by a conversion to a depthwise convolution operation. This is only supported when the multiply operation has a single single variable input with the other being a constant of shape [1, ..., C]. This commit adds a new pass "ConvertEquivalents" (name subject to change) to handle this conversion before codegen. Change-Id: If8029373261364ed09fcd921ee71e31877a9125a
Change-Id: I7bb3a838c649158fb0f76c02e4af31e362d43937
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Thanks @NicolaLancellotti, @leandron! |
xinetzone
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Nov 25, 2022
Multiply can be supported when offloaded to the NPU by a conversion to a depthwise convolution operation. This is only supported when the multiply operation has a single single variable input with the other being a constant of shape [1, ..., C]. This commit adds a new pass "ConvertEquivalents" (name subject to change) to handle this conversion before codegen.
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Multiply can be supported when offloaded to the NPU by a conversion to a depthwise convolution operation. This is only supported when the multiply operation has a single single variable input with the other being a constant of shape [1, ..., C]. This commit adds a new pass "ConvertEquivalents" (name subject to change) to handle this conversion before codegen.
cc @NicolaLancellotti @leandron