[Relay][Topi][CPU] Dense with weight transform - #7404
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icemelon
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Feb 4, 2021
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@icemelon9 PTAL |
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Thanks @kevinthesun |
alexwong
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Feb 11, 2021
* Add CPU dense weight transform * Fix format * Fix python format * Fix pylint * Minor fix * Add test * Do not need to infer layout for dense * Fix test * Rename dense_pack * Fix test * Fix lint * Fix dynamic shape dense * Fix lint * Fix autotvm task extraction test * Disable AlterOpLayout in micro_tflite.py tutorial
Lokiiiiii
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Mar 2, 2021
* Add CPU dense weight transform * Fix format * Fix python format * Fix pylint * Minor fix * Add test * Do not need to infer layout for dense * Fix test * Rename dense_pack * Fix test * Fix lint * Fix dynamic shape dense * Fix lint * Fix autotvm task extraction test * Disable AlterOpLayout in micro_tflite.py tutorial
trevor-m
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Mar 2, 2021
* Add CPU dense weight transform * Fix format * Fix python format * Fix pylint * Minor fix * Add test * Do not need to infer layout for dense * Fix test * Rename dense_pack * Fix test * Fix lint * Fix dynamic shape dense * Fix lint * Fix autotvm task extraction test * Disable AlterOpLayout in micro_tflite.py tutorial
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This PR adds weight transformed dense to avoid weight layout conversion. With this PR, current dense pack template can achieve 2x performance on CPU targets.
@icemelon9