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layernorm+add support int8

Open tpoisonooo opened this issue 3 years ago • 4 comments

  • 实现了 int8 layernorm,imagenet1k 只量化 LN 精度 84.01->83.68

tpoisonooo avatar Aug 05 '22 10:08 tpoisonooo

Codecov Report

Merging #4115 (9bd2ac4) into master (b4ba207) will decrease coverage by 1.79%. The diff coverage is 97.28%.

@@             Coverage Diff             @@
##           master    #4115       +/-   ##
===========================================
- Coverage   94.42%   92.63%    -1.80%     
===========================================
  Files         747      204      -543     
  Lines      178769    35282   -143487     
===========================================
- Hits       168811    32684   -136127     
+ Misses       9958     2598     -7360     
Impacted Files Coverage Δ
src/layer/convolution.cpp 98.05% <ø> (+3.59%) :arrow_up:
src/layer/layernorm.cpp 43.37% <90.32%> (-54.85%) :arrow_down:
src/layer/mathfun.h 100.00% <100.00%> (ø)
src/layer/multiheadattention.cpp 100.00% <100.00%> (+6.76%) :arrow_up:
src/layer/riscv/convolution_3x3_pack1ton_fp16s.h 89.14% <0.00%> (-10.86%) :arrow_down:
src/cpu.cpp 52.09% <0.00%> (-10.03%) :arrow_down:
src/allocator.cpp 73.98% <0.00%> (-3.07%) :arrow_down:
src/layer/memorydata.cpp 70.37% <0.00%> (-2.05%) :arrow_down:
src/allocator.h 85.71% <0.00%> (-1.79%) :arrow_down:
... and 683 more

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codecov-commenter avatar Aug 05 '22 10:08 codecov-commenter

This pull request introduces 1 alert when merging 9bd2ac455f278595ba42217292bc2695144a6c6b into 00c08d7bda53b10dd488af3aa65de9c6dbe30cfb - view on LGTM.com

new alerts:

  • 1 for FIXME comment

lgtm-com[bot] avatar Aug 05 '22 11:08 lgtm-com[bot]

This pull request introduces 1 alert when merging ac0d745848f95993287cf4346515253414035ea5 into 0b3d157a627563e05401de4bcb5f94177e8a7ddc - view on LGTM.com

new alerts:

  • 1 for FIXME comment

lgtm-com[bot] avatar Aug 08 '22 11:08 lgtm-com[bot]

This pull request introduces 1 alert when merging fa009764c573bd60b324bf834239c4381415994b into 0b3d157a627563e05401de4bcb5f94177e8a7ddc - view on LGTM.com

new alerts:

  • 1 for FIXME comment

lgtm-com[bot] avatar Aug 08 '22 13:08 lgtm-com[bot]

This pull request introduces 2 alerts when merging 17218cc894e28bfae813e2a16fce4ac714f5044b into 0b3d157a627563e05401de4bcb5f94177e8a7ddc - view on LGTM.com

new alerts:

  • 1 for Function declared in block
  • 1 for FIXME comment

lgtm-com[bot] avatar Aug 10 '22 12:08 lgtm-com[bot]