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Quantization Update#150

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sydarb wants to merge 35 commits intotransmuteAI:devtransmuteAI/trailmet:devfrom sydarb:v1-devsydarb/trailmet:v1-devCopy head branch name to clipboard

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Commits

Commits on Aug 31, 2023

• added utils

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  b6ee526

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• removed reconstruct

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  55f74c6

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• refactored quant modules

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  8871329

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• modified quant methods

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  fcff933

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• modified quant base

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  678b45e

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• modified lapq

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  a13775f

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• modified brecq

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  4ce8872

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• modified bitsplit

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Commits on Sep 3, 2023

• added qconfig helpers

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  a0597b8

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• added temp torch.ao.quantizer modules

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  c7e7e2d

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• updated quant model with bn act fusion

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  2d7e239

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• added new quantizer modules

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  3a4462e

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• updated quantizer methods

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  e1b6108

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• fixed lapq method name bug

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  be251a8

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• fixed lapq refactoring errors

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  8a6b95f

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Commits on Sep 4, 2023

• customized model forward pass

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  a51eaf9

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• modified qconfig generation

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  761515f

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• added base true quant

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  c4dd4b7

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• added true quant to lapq

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Commits on Sep 5, 2023

• debug lapq true quant

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  d5ef9dc

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• made test progress bar as optional

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  a124452

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• modified quant dtype with reduced byte length

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  1fde13e

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Commits on Sep 6, 2023

• made base mobilenetv2 model class cleaner

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  e31290e

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• fixed quant module refactor bugs

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  3c9b170

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• added quantized basicblock

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• Revert "made base mobilenetv2 model class cleaner"

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• fixed lapq bugs

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  7afa24a

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Commits on Sep 29, 2023

• modified lapq expt nb

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  f8506bd

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• added quant procedure info

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  a37928a

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• removed nnq files

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  797567a

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Commits on Sep 30, 2023

• changed class structure

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Commits on Oct 2, 2023

• added diagrams to info

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  a96122d

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• added observer methods

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  fb5b798

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• refactoring for observer approach

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  e760182

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• modified diagram

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