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Combine MISA and Winograd configs #27

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nithinsubbiah
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@nithinsubbiah nithinsubbiah commented Jun 19, 2024

Use hybrid mode to combine both configs for conv. Reduces the configurations down to:

  1. default
  2. hybrid (misa + winograd)
  3. tk
  4. tk + hybrid

UNet perf with this patch - 56.8ms (tk+hybrid), base - 63.5ms
Verified correctness by generating and comparing the image.

@kuhar
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kuhar commented Jun 20, 2024

@RattataKing could you take a look and check if anything in tuning needs to be updated too?

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Will add these new modes to parser arguments in tuning script as a simple update

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kuhar commented Jun 20, 2024

Let's add this in the same PR. @nithinsubbiah please update the tuning flags too.

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nithinsubbiah commented Jun 20, 2024

Hi @RattataKing, could you add your change and update the PR?

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kuhar commented Jun 21, 2024

@nithinsubbiah you can cherry-pick this: #29

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Tested hybrid mode locally and worked well

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3 participants