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GPU Support for LightGBM

Open xuwq1993 opened this issue 4 years ago • 57 comments

xuwq1993 avatar May 31 '21 05:05 xuwq1993

/azp run

xuwq1993 avatar May 31 '21 05:05 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar May 31 '21 05:05 azure-pipelines[bot]

Codecov Report

Merging #1062 (35c8d9c) into master (3ae67ab) will decrease coverage by 0.05%. The diff coverage is 75.00%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master    #1062      +/-   ##
==========================================
- Coverage   83.72%   83.67%   -0.06%     
==========================================
  Files         259      259              
  Lines       12433    12443      +10     
  Branches      630      635       +5     
==========================================
+ Hits        10410    10412       +2     
- Misses       2023     2031       +8     
Impacted Files Coverage Δ
...om/microsoft/ml/spark/lightgbm/LightGBMUtils.scala 70.90% <50.00%> (-3.61%) :arrow_down:
...soft/ml/spark/lightgbm/params/LightGBMParams.scala 90.15% <80.00%> (-0.20%) :arrow_down:
...crosoft/ml/spark/lightgbm/LightGBMClassifier.scala 91.11% <100.00%> (ø)
...m/microsoft/ml/spark/lightgbm/LightGBMRanker.scala 64.17% <100.00%> (ø)
...icrosoft/ml/spark/lightgbm/LightGBMRegressor.scala 72.72% <100.00%> (ø)
...crosoft/ml/spark/lightgbm/params/TrainParams.scala 100.00% <100.00%> (ø)
...com/microsoft/ml/spark/core/utils/AsyncUtils.scala 65.00% <0.00%> (-5.00%) :arrow_down:
...microsoft/ml/spark/cognitive/SpeechToTextSDK.scala 87.07% <0.00%> (-0.77%) :arrow_down:
.../microsoft/ml/spark/cognitive/ComputerVision.scala 78.57% <0.00%> (-0.52%) :arrow_down:

Continue to review full report at Codecov.

Legend - Click here to learn more Δ = absolute <relative> (impact), ø = not affected, ? = missing data Powered by Codecov. Last update 3ae67ab...35c8d9c. Read the comment docs.

codecov[bot] avatar May 31 '21 05:05 codecov[bot]

/azp run

xuwq1993 avatar May 31 '21 11:05 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar May 31 '21 11:05 azure-pipelines[bot]

/azp run

xuwq1993 avatar May 31 '21 13:05 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar May 31 '21 13:05 azure-pipelines[bot]

/azp run

xuwq1993 avatar May 31 '21 14:05 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar May 31 '21 14:05 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 07 '21 05:06 xuwq1993

Pull request contains merge conflicts.

azure-pipelines[bot] avatar Jun 07 '21 05:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 07 '21 05:06 xuwq1993

Pull request contains merge conflicts.

azure-pipelines[bot] avatar Jun 07 '21 05:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 07 '21 05:06 xuwq1993

Pull request contains merge conflicts.

azure-pipelines[bot] avatar Jun 07 '21 05:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 07 '21 05:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 07 '21 05:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 07 '21 06:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 07 '21 06:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 07 '21 09:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 07 '21 09:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 08 '21 02:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 08 '21 02:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 09 '21 15:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 09 '21 15:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 10 '21 05:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 10 '21 05:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 29 '21 08:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 29 '21 08:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 29 '21 09:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 29 '21 09:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 29 '21 10:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 29 '21 10:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 29 '21 11:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 29 '21 11:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Jun 30 '21 03:06 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Jun 30 '21 03:06 azure-pipelines[bot]

/azp run

xuwq1993 avatar Aug 20 '21 05:08 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Aug 20 '21 05:08 azure-pipelines[bot]

/azp run

xuwq1993 avatar Aug 20 '21 07:08 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Aug 20 '21 07:08 azure-pipelines[bot]

/azp run

xuwq1993 avatar Aug 20 '21 07:08 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Aug 20 '21 07:08 azure-pipelines[bot]

/azp run

xuwq1993 avatar Aug 20 '21 08:08 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Aug 20 '21 08:08 azure-pipelines[bot]

/azp run

xuwq1993 avatar Aug 24 '21 05:08 xuwq1993

Commenter does not have sufficient privileges for PR 1062 in repo microsoft/SynapseML

azure-pipelines[bot] avatar Aug 24 '21 05:08 azure-pipelines[bot]

/azp run

xuwq1993 avatar Oct 14 '21 07:10 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Oct 14 '21 07:10 azure-pipelines[bot]

/azp run

xuwq1993 avatar Oct 14 '21 08:10 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Oct 14 '21 08:10 azure-pipelines[bot]

/azp run

xuwq1993 avatar Nov 29 '21 07:11 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Nov 29 '21 07:11 azure-pipelines[bot]

Codecov Report

Merging #1062 (202537a) into master (175fbc5) will decrease coverage by 3.48%. The diff coverage is 81.25%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master    #1062      +/-   ##
==========================================
- Coverage   83.13%   79.64%   -3.49%     
==========================================
  Files         300      300              
  Lines       13699    13709      +10     
  Branches      660      655       -5     
==========================================
- Hits        11389    10919     -470     
- Misses       2310     2790     +480     
Impacted Files Coverage Δ
...soft/azure/synapse/ml/lightgbm/LightGBMUtils.scala 72.72% <66.66%> (-1.79%) :arrow_down:
...re/synapse/ml/lightgbm/params/LightGBMParams.scala 84.09% <80.00%> (-0.08%) :arrow_down:
...azure/synapse/ml/lightgbm/LightGBMClassifier.scala 91.11% <100.00%> (ø)
...oft/azure/synapse/ml/lightgbm/LightGBMRanker.scala 64.17% <100.00%> (ø)
.../azure/synapse/ml/lightgbm/LightGBMRegressor.scala 74.13% <100.00%> (ø)
...azure/synapse/ml/lightgbm/params/TrainParams.scala 100.00% <100.00%> (ø)
...e/synapse/ml/cognitive/FormRecognizerSchemas.scala 7.69% <0.00%> (-76.93%) :arrow_down:
...ure/synapse/ml/cognitive/FormOntologyLearner.scala 15.55% <0.00%> (-71.12%) :arrow_down:
.../synapse/ml/cognitive/AnomalyDetectorSchemas.scala 33.33% <0.00%> (-66.67%) :arrow_down:
...ft/azure/synapse/ml/cognitive/TextTranslator.scala 33.08% <0.00%> (-48.13%) :arrow_down:
... and 13 more

Continue to review full report at Codecov.

Legend - Click here to learn more Δ = absolute <relative> (impact), ø = not affected, ? = missing data Powered by Codecov. Last update 175fbc5...202537a. Read the comment docs.

codecov-commenter avatar Nov 29 '21 07:11 codecov-commenter

/azp run

xuwq1993 avatar Nov 29 '21 07:11 xuwq1993

Azure Pipelines successfully started running 1 pipeline(s).

azure-pipelines[bot] avatar Nov 29 '21 07:11 azure-pipelines[bot]