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[FEATURE] INT8 Quantization for BERT Sentence Classification and Question Answering #1080

Merged
merged 38 commits into from
Feb 3, 2020
Merged

[FEATURE] INT8 Quantization for BERT Sentence Classification and Question Answering #1080

merged 38 commits into from
Feb 3, 2020

Commits on Nov 18, 2019

  1. init support for int8 bert classification

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    xinyu-intel committed Nov 18, 2019
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  2. support squad calibration

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    xinyu-intel committed Nov 18, 2019
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  3. add headers

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    xinyu-intel committed Nov 18, 2019
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  4. enhance quantization and add readme

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    xinyu-intel committed Nov 18, 2019
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Commits on Nov 19, 2019

  1. rename layernorm

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    xinyu-intel committed Nov 19, 2019
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Commits on Dec 24, 2019

  1. init support for int8 bert classification

    @xinyu-intel
    xinyu-intel committed Dec 24, 2019
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  2. support squad calibration

    @xinyu-intel
    xinyu-intel committed Dec 24, 2019
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  3. add headers

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    xinyu-intel committed Dec 24, 2019
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  4. enhance quantization and add readme

    @xinyu-intel
    xinyu-intel committed Dec 24, 2019
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  5. rename layernorm

    @xinyu-intel
    xinyu-intel committed Dec 24, 2019
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  6. Merge branch 'bert_int8' of ssh://gitlab.devtools.intel.com:29418/che… 

    …nxiny/gluonnlp into bert_int8
    @xinyu-intel
    xinyu-intel committed Dec 24, 2019
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  7. fix lint

    @xinyu-intel
    xinyu-intel committed Dec 24, 2019
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  8. fix lint

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    xinyu-intel committed Dec 24, 2019
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Commits on Dec 25, 2019

  1. fix ut and lint

    @xinyu-intel
    xinyu-intel committed Dec 25, 2019
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  2. fix ut

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    xinyu-intel committed Dec 25, 2019
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Commits on Dec 30, 2019

  1. update python env

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    xinyu-intel committed Dec 30, 2019
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Commits on Jan 6, 2020

  1. rebase from master

    @xinyu-intel
    xinyu-intel committed Jan 6, 2020
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Commits on Jan 7, 2020

  1. Merge remote-tracking branch 'upstream/master' into bert_int8

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    xinyu-intel committed Jan 7, 2020
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Commits on Jan 16, 2020

  1. rebase from master

    @xinyu-intel
    xinyu-intel committed Jan 16, 2020
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  2. add quantization doc to website

    @xinyu-intel
    xinyu-intel committed Jan 16, 2020
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  3. move doc

    @xinyu-intel
    xinyu-intel committed Jan 16, 2020
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  4. pin to 1231 gpu and remove doc temp

    @xinyu-intel
    xinyu-intel committed Jan 16, 2020
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  5. pin to official 20200115 mxnet

    @xinyu-intel
    xinyu-intel committed Jan 16, 2020
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Commits on Jan 18, 2020

  1. rebase

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    xinyu-intel committed Jan 18, 2020
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Commits on Jan 19, 2020

  1. enable channel-wise quantization and smart mode

    @xinyu-intel
    xinyu-intel committed Jan 19, 2020
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Commits on Jan 23, 2020

  1. rebase and add version check

    @xinyu-intel
    xinyu-intel committed Jan 23, 2020
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  2. fix ut

    @xinyu-intel
    xinyu-intel committed Jan 23, 2020
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  3. fix ut

    @xinyu-intel
    xinyu-intel committed Jan 23, 2020
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  4. trigger

    @xinyu-intel
    xinyu-intel committed Jan 23, 2020
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  5. trigger

    @xinyu-intel
    xinyu-intel committed Jan 23, 2020
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Commits on Jan 27, 2020

  1. add quantization toturial for mrpc

    @xinyu-intel
    xinyu-intel committed Jan 27, 2020
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  2. Merge remote-tracking branch 'upstream/master' into bert_int8

    @xinyu-intel
    xinyu-intel committed Jan 27, 2020
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Commits on Jan 30, 2020

  1. rebase and add deployment part to tutorial

    @xinyu-intel
    xinyu-intel committed Jan 30, 2020
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  2. fix lint

    @xinyu-intel
    xinyu-intel committed Jan 30, 2020
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Commits on Feb 1, 2020

  1. add accuracy to modelzoo

    @xinyu-intel
    xinyu-intel committed Feb 1, 2020
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Commits on Feb 2, 2020

  1. resolve conflict

    @xinyu-intel
    xinyu-intel committed Feb 2, 2020
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  2. add SST int8

    @xinyu-intel
    xinyu-intel committed Feb 2, 2020
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  3. address comments

    @xinyu-intel
    xinyu-intel committed Feb 2, 2020
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