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MKLDNN based Quantized FullyConnected Operator and its fusion #14128

Merged
merged 30 commits into from
Mar 8, 2019
Merged

MKLDNN based Quantized FullyConnected Operator and its fusion #14128

merged 30 commits into from
Mar 8, 2019

Commits on Mar 7, 2019

  1. add MKL-DNN quantized innerproduct

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    ciyongch committed Mar 7, 2019
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  2. initial qfc with mkldnn

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  3. Add MKL-DNN quantized_fully_connected

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    ciyongch committed Mar 7, 2019
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  4. refactor params order for fullyconnected

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    ciyongch committed Mar 7, 2019
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  5. update quantized_fully_connected unittest, force data to uint8 type t… 

    …emporary
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  6. change mkl based quantized fully_connected to FCompute

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  7. add check data type for mkldnn quantized_fc

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  8. add fuse requantize and dequantize for mkldnn quantized fullyconnected

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  9. add env setting for enable/disable fuse requantize/dequantize for qua… 

    …ntize fullyconnected
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    ciyongch committed Mar 7, 2019
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  10. fix requantize scaling error

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    ciyongch committed Mar 7, 2019
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  11. add fallback when input data is int8

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  12. fix mkl quantized fullyconnected index error

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    ciyongch committed Mar 7, 2019
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  13. update quantized fc test cases

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    ciyongch committed Mar 7, 2019
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  14. add subgraph node for mkldnn fullyconnected

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    ciyongch committed Mar 7, 2019
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  15. fix compiling and lint error

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    ciyongch committed Mar 7, 2019
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  16. clean and refactor code

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    ciyongch committed Mar 7, 2019
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  17. enable quantized_fc for imagenet

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    ciyongch committed Mar 7, 2019
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  18. cleanup code

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  19. Fix StorageType error for non-mkldnn path

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  20. fix pylint

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  21. reverse BUILD_TAG for MKL IGEMM ut, remove IGEMM qfc check

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  22. rename variables and refactor codes according to comments

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  23. add subgraph qfc tests and fix shape error

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  24. remove fuse_requantize and change fuse_dequantize to enable_float_out… 

    …put.
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  25. change to use mxnet::Tuple and update tests

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  26. update description in file header

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    ciyongch committed Mar 7, 2019
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  27. update input0 type check for quantized FullyConnected

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    ciyongch committed Mar 7, 2019
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  28. fix conflit of mkl/test_subgraph.py

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    ciyongch committed Mar 7, 2019
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  29. retrigger CI

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    ciyongch committed Mar 7, 2019
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Commits on Mar 8, 2019

  1. retrigger CI due to hang

    @ciyongch
    ciyongch committed Mar 8, 2019
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