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[Release] No performance benefit when using Intel-MLlib to run ALS algorithm. #48

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haojinIntel opened this issue Apr 1, 2021 · 4 comments · Fixed by #51
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[Release] No performance benefit when using Intel-MLlib to run ALS algorithm. #48

haojinIntel opened this issue Apr 1, 2021 · 4 comments · Fixed by #51
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@haojinIntel
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I run ALS algorithm with Intel-MLlib and no performance benefit obtained. The configuration of ALS.conf is showed below:
image
And the configuration of spark is showed below:
image
@haojinIntel
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Component Configuration Status Succeeded Cases Failed cases Baseline time/s Optimized time/s Performance gain/% Details
oap-mllib ALS_5GB_INTEL_MLLIB SUCCEED 1 0 634.37 643.837 -1.5 Details

@haojinIntel
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@xwu99 @zhixingheyi-tian Please help to tracking the issue. Thanks!

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xwu99 commented Apr 1, 2021

@haojinIntel What version are you testing? ALS is not included in 1.1.0 branch

@xwu99 xwu99 linked a pull request Apr 15, 2021 that will close this issue
[ML-50] Merge #47 and prepare for OAP 1.1 #51
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xwu99 commented Apr 15, 2021

@haojinIntel ALS was added to OAP 1.1 from #50

@xwu99 xwu99 closed this as completed Apr 15, 2021
@xwu99 xwu99 changed the title No performance benefit when using Intel-MLlib to run ALS algorithm. [Release] No performance benefit when using Intel-MLlib to run ALS algorithm. Apr 15, 2021
@zhixingheyi-tian zhixingheyi-tian added the bug Something isn't working label Apr 27, 2021
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[ML-50] Merge #47 and prepare for OAP 1.1 xwu99/oap-mllib
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@xwu99 @zhixingheyi-tian @haojinIntel