[BYOC][ETHOSN] Add support for quantized convolution #6335
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This PR adds support for quantized convolution. This includes mapping it via a composite function and all the necessary methods to convert from Relay to the APIs in Support Library. Co-authored-by: Leo Blonk <Leo.Blonk@arm.com> Co-authored-by: Tristan O'Connor <tristan.oconnor@arm.com>
Change-Id: I0794b0ac6190478e2d1b858ad0dd90f37fc0207b
Change-Id: Iab865619b449a3d0dd6bb0dbdcb198acd529fc4e
comaniac
requested changes
Aug 26, 2020
| @@ -50,6 +50,16 @@ bool IsEthosnOp(const Call& call, const std::string& op_name) { | |||
| } | |||
| } | |||
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| bool IsEthosnFunc(const Call& call, const std::string& op_name) { | |||
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It seems to me that this function is not just for checking if a call is for an Ethos-N composite function. Maybe we should move it to a common place, so does IsEthosnOp.
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Do you have a suggestion of a good common location? We could maybe handle this in a follow-up.
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No idea... Let's leave them here for now.
masahi
approved these changes
Aug 26, 2020
Change-Id: I51f90499f7ce82a1ce49f0731d3d50627e1d0225
comaniac
approved these changes
Aug 27, 2020
kevinthesun
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Sep 17, 2020
* [BYOC][ETHOSN] Add support for quantized convolution This PR adds support for quantized convolution. This includes mapping it via a composite function and all the necessary methods to convert from Relay to the APIs in Support Library. Co-authored-by: Leo Blonk <Leo.Blonk@arm.com> Co-authored-by: Tristan O'Connor <tristan.oconnor@arm.com> * Fix padding change Change-Id: I0794b0ac6190478e2d1b858ad0dd90f37fc0207b * Add docs to Tvm2Npu methods Change-Id: Iab865619b449a3d0dd6bb0dbdcb198acd529fc4e * Remove generate tests Change-Id: I51f90499f7ce82a1ce49f0731d3d50627e1d0225 Co-authored-by: Leo Blonk <Leo.Blonk@arm.com> Co-authored-by: Tristan O'Connor <tristan.oconnor@arm.com>
kevinthesun
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Sep 18, 2020
* [BYOC][ETHOSN] Add support for quantized convolution This PR adds support for quantized convolution. This includes mapping it via a composite function and all the necessary methods to convert from Relay to the APIs in Support Library. Co-authored-by: Leo Blonk <Leo.Blonk@arm.com> Co-authored-by: Tristan O'Connor <tristan.oconnor@arm.com> * Fix padding change Change-Id: I0794b0ac6190478e2d1b858ad0dd90f37fc0207b * Add docs to Tvm2Npu methods Change-Id: Iab865619b449a3d0dd6bb0dbdcb198acd529fc4e * Remove generate tests Change-Id: I51f90499f7ce82a1ce49f0731d3d50627e1d0225 Co-authored-by: Leo Blonk <Leo.Blonk@arm.com> Co-authored-by: Tristan O'Connor <tristan.oconnor@arm.com>
trevor-m
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Sep 18, 2020
* [BYOC][ETHOSN] Add support for quantized convolution This PR adds support for quantized convolution. This includes mapping it via a composite function and all the necessary methods to convert from Relay to the APIs in Support Library. Co-authored-by: Leo Blonk <Leo.Blonk@arm.com> Co-authored-by: Tristan O'Connor <tristan.oconnor@arm.com> * Fix padding change Change-Id: I0794b0ac6190478e2d1b858ad0dd90f37fc0207b * Add docs to Tvm2Npu methods Change-Id: Iab865619b449a3d0dd6bb0dbdcb198acd529fc4e * Remove generate tests Change-Id: I51f90499f7ce82a1ce49f0731d3d50627e1d0225 Co-authored-by: Leo Blonk <Leo.Blonk@arm.com> Co-authored-by: Tristan O'Connor <tristan.oconnor@arm.com>
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This PR adds support for quantized convolution for the Ethos-N backend. This includes mapping it via a composite function and all the necessary methods to convert from Relay to the APIs in Support Library.
Co-authored-by: Leo Blonk Leo.Blonk@arm.com
Co-authored-by: Tristan O'Connor tristan.oconnor@arm.com