[TOPI][Hexagon] Implement quantized elementwise for hexagon - #12606
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kparzysz-quic merged 13 commits intoSep 9, 2022
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Hi, @mehrdadh @kparzysz-quic @TejashShah this PR is ready for review. Thank you |
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@trahman-quic @jverma-quic thanks for the contribution and review! |
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Thank you @jverma-quic . |
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…2606) * [TOPI][Hexagon] Add test and schedule for uint8 resize2d * Fix correctness issue * Reformat * [TOPI][Hexagon] Implement quantized elementwise * Reformat * Address review comments * Reformat * Revert * Address review comments
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This PR adds implementation for quantized elementwise ops (add, subtract, multiply) for hexagon with support of broadcasting. The quantization method uses fixed-point number to replace floating point instructions. In addition to the implementation, it includes appropriate schedules for uint8 layout. It also adds test case for these ops in uint8 dtype.
cc @mehrdadh