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[WIP][DRAFT] Is this the right track? Generating Dense Quantized op #4

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[WIP][DRAFT] Is this the right track? Generating Dense Quantized op #4

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Commits on May 4, 2021

  1. example moving things around

    @AndrewZhaoLuo
    Andrew Zhao Luo authored and AndrewZhaoLuo committed May 4, 2021
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  2. dense operator example

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    Andrew Zhao Luo authored and AndrewZhaoLuo committed May 4, 2021
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  3. dense stub

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  4. clean up old file

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  5. move common to common.py

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    Andrew Zhao Luo authored and AndrewZhaoLuo committed May 4, 2021
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  6. add numpy quantization calculator

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    Andrew Zhao Luo authored and AndrewZhaoLuo committed May 4, 2021
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  7. make dense creators create fp32 -> fp32 real or affine domain dependi… 

    …ng on your preference
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  8. lily's comments

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    Andrew Zhao Luo authored and AndrewZhaoLuo committed May 4, 2021
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  9. renamed common.py -> utils.py

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  10. rename common -> utils in files

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  11. add more utils to simplify quantization/dequant code

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  12. cleanup interface calls

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  13. add arithmetic operators

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  14. rename arithmetic to add

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  15. make add default dequantize

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  16. option to give output qparams to add

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  17. fix examples with new interface

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  18. fix proper scale values

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  19. new multiply operator

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  20. add subtraction operator

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  21. fix rounding bug

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  22. add short circuits to some point termsg

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  23. fix bug with calculating zero point when symmetric

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  24. very ugly working conv

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  25. more cool convs

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  26. works with groups'

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  27. example of dynamic pad not working

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  28. interface refresh for add and multiply for now

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  29. rewrite dense operator interface

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  30. convs are cool, fixed interface

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Commits on May 5, 2021

  1. add shape inference for args

    @AndrewZhaoLuo
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  2. add todo

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  3. move from transform --> qnn folder

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  4. add and multiply tests

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  5. clean up utils, add comments, name QParams -> AffineQParams

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  6. example moving things around

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  7. dense operator example

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  8. dense stub

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  9. clean up old file

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  10. move common to common.py

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  11. add numpy quantization calculator

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    Andrew Zhao Luo authored and AndrewZhaoLuo committed May 5, 2021
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  12. make dense creators create fp32 -> fp32 real or affine domain dependi… 

    …ng on your preference
    @AndrewZhaoLuo
    Andrew Zhao Luo authored and AndrewZhaoLuo committed May 5, 2021
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  13. lily's comments

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  14. renamed common.py -> utils.py

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  15. rename common -> utils in files

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  16. add more utils to simplify quantization/dequant code

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  17. cleanup interface calls

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  18. add arithmetic operators

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  19. rename arithmetic to add

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  20. make add default dequantize

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  21. option to give output qparams to add

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  22. fix examples with new interface

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  23. fix proper scale values

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  24. new multiply operator

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  25. add subtraction operator

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  26. fix rounding bug

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  27. add short circuits to some point termsg

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  28. fix bug with calculating zero point when symmetric

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  29. very ugly working conv

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  30. more cool convs

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  31. works with groups'

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  32. example of dynamic pad not working

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  33. Merge pull request #2 from AndrewZhaoLuo/quantization-dev-main-add-re… 

    …write-utils-alt-interface

Alt interface branch goes to quantization dev main branch
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Commits on May 6, 2021

  1. change interface to be more explicit when simulated

    @AndrewZhaoLuo
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  2. extended quantize add/sub tests

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  3. more multiplication tests

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  4. quantized util tests

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