Modify the order of BN and Conv of RepMixer #3
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FastViT paper has the BN -> Conv order in the Repmixer block. But in this repo, it is in the reverse order. Included a flag 'use_bn_conv' to achieve this order, only for the RepMixer Block. I attached the screenshots of the model before and after the change.
RepMixer_block_FastViT_code
![](https://private-user-images.githubusercontent.com/27886970/266017341-2b43c0a2-0d99-4372-8a65-56a2b4efa552.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.1V8Uj5s5lK02vTX3PyzorKQywtoyrGEYSPM0pXVZ_mg)
![](https://private-user-images.githubusercontent.com/27886970/266018560-041c47b7-5c3d-4b78-9182-c8892e4f4297.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.ARVxJCqLsuBqLZJHkib8u6ULn0CalYzgJElDY3rtwZU)
Corrected_RepMixer_block
@anuragranj @pavank-apple please have a look at this change.