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[ML-251] [Random Forest] Add Random Forest GPU Classifier #257

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merged 95 commits into from
May 11, 2023

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@minmingzhu minmingzhu commented Mar 30, 2023

What changes were proposed in this pull request?

(closes #251 )

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#251

@minmingzhu minmingzhu changed the title [ML-251]Integrated Random forest Classifier [ML-251] Integrated Random forest Classifier Apr 12, 2023
@minmingzhu minmingzhu changed the title [ML-251] Integrated Random forest Classifier [ML-251] [Random forest] Integrated Random forest Classifier Apr 13, 2023
@minmingzhu minmingzhu force-pushed the random_forest branch 4 times, most recently from 586ad0a to c965934 Compare April 21, 2023 07:23
minmingzhu and others added 22 commits May 9, 2023 05:32
* 1. add JNI wrapper
2. modify compiler config
3. add unit test

Signed-off-by: minmingzhu <[email protected]>

* add ci test

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* java code style

Signed-off-by: minmingzhu <[email protected]>

* cpp code style

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update prepare-build-deps.sh

* add convert array, vector to homogentable

Signed-off-by: minmingzhu <[email protected]>

* 1. rollback ci config
2. remove CI test becaue homogentable only support GPU

Signed-off-by: minmingzhu <[email protected]>

* 1. update prepare-build-deps.sh

Signed-off-by: minmingzhu <[email protected]>

* remove ci GPU test

Signed-off-by: minmingzhu <[email protected]>

* 1. remove GPU CI test

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* update Makefile

Signed-off-by: minmingzhu <[email protected]>

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* 1. fix ci

Signed-off-by: minmingzhu <[email protected]>

* update header

Signed-off-by: minmingzhu <[email protected]>

* update header

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update ci-cluster-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci conf

Signed-off-by: minmingzhu <[email protected]>

* update oneapi to 2022.1.2

Signed-off-by: minmingzhu <[email protected]>

* update ci conf

Signed-off-by: minmingzhu <[email protected]>

* fix comment

Signed-off-by: minmingzhu <[email protected]>

* Update build-jni.sh

* update Makefile

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update test.sh

* Update test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update test.sh

* Update test.sh

* update test.sh

Signed-off-by: minmingzhu <[email protected]>

* update test.sh

Signed-off-by: minmingzhu <[email protected]>

* update test.sh

Signed-off-by: minmingzhu <[email protected]>

* fix link libze_loader.so.1

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update ci-local-dpc-test.sh

Signed-off-by: minmingzhu <[email protected]>

* update oneapi to 2022.1.2

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* update

Signed-off-by: minmingzhu <[email protected]>

* update Makefile

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* Update prepare-build-deps-gpu.sh

* Update prepare-build-deps-gpu.sh

* Update prepare-build-deps.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update install-build-level-zero-deps-ubuntun.sh

* Update install-build-level-zero-deps-ubuntun.sh

* Update install-build-level-zero-deps-ubuntun.sh

* Update ci-local-dpc-test.sh

* Update GPU.cpp

* Update GPU.cpp

* Update ci-build-test.sh

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update HomogenTableImpl.cpp

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* Update ci-local-dpc-test.sh

* Update ci-local-dpc-test.sh

* update HomogenTable API

Signed-off-by: minmingzhu <[email protected]>

* update install-build-level-zero-deps-ubuntu.sh

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update run.sh

* Update build-jni.sh

* 1. Merge branch 'make_homogen_table' into convert_homogentable
2. update ci
3. add a new parameters for HomogenTable class

Signed-off-by: minmingzhu <[email protected]>

* Update pom.xml

* Update test.sh

* Update Makefile

* update

Signed-off-by: minmingzhu <[email protected]>

* Update ConvertHomogenTableSuite.scala

* Update install-level-zero-ubuntu.sh

* Update install-level-zero-ubuntu.sh

* Update build.sh

* Update test.sh

* Update test.sh

* Update HomogenTableImpl.cpp

* Update install-build-deps-ubuntu.sh

* Update HomogenTableImpl.cpp

* update

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* Update install-build-deps-ubuntu.sh

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update list-compute-devices.cpp

* Convert homogentable to array/vector/matrix (#4)

* 1. convert homogenTable to array/vector/matrix
2. add unit test

Signed-off-by: minmingzhu <[email protected]>

* Merge branch 'make_homogen_table' into convert_homogentable

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8)

* 1. convert rdd to HomogenTable
* 2. add unit test

Signed-off-by: minmingzhu <[email protected]>

* add empty homogentable

Signed-off-by: minmingzhu <[email protected]>

* Mirgate kmeans daal to DPC++ (#7)

Signed-off-by: minmingzhu <[email protected]>

* 1. Mirgate kmeans daal to DPC++
* 2. add unit test

* 1. move local host to distributed host
2. add cluster test
3. code style

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update ci-cluster-test.sh

* Update ci-cluster-test.sh

* Update build.sh

* Update build.sh

* Update OneDAL.cpp

* Update OneDAL.cpp

* Update OneDAL.cpp

* Update com_intel_oap_mllib_OneDAL__.h

* update code style

Signed-off-by: minmingzhu <[email protected]>

* Update NaiveBayesResult.java

* 1. update code style
2. When using the Host/CPU device throws a fail

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* rollback code style

Signed-off-by: minmingzhu <[email protected]>

* rollback code style

Signed-off-by: minmingzhu <[email protected]>

* rollback checkstyle.xml

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* rollback checkstyle.xml

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update OneDAL.scala

Signed-off-by: minmingzhu <[email protected]>

* revert ALS.scala

* revert checkstyle.xml

* :Revert "revert checkstyle.xml"

This reverts commit 4f74bac.

* disable cluster test for gpu

* disable cluster test for gpu

* nit

Co-authored-by: minmingz <[email protected]>
Co-authored-by: Wu, Xiaochang <[email protected]>
* 1. add JNI wrapper
2. modify compiler config
3. add unit test

Signed-off-by: minmingzhu <[email protected]>

* add ci test

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* java code style

Signed-off-by: minmingzhu <[email protected]>

* cpp code style

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update prepare-build-deps.sh

* add convert array, vector to homogentable

Signed-off-by: minmingzhu <[email protected]>

* 1. rollback ci config
2. remove CI test becaue homogentable only support GPU

Signed-off-by: minmingzhu <[email protected]>

* 1. update prepare-build-deps.sh

Signed-off-by: minmingzhu <[email protected]>

* remove ci GPU test

Signed-off-by: minmingzhu <[email protected]>

* 1. remove GPU CI test

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* update Makefile

Signed-off-by: minmingzhu <[email protected]>

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* 1. fix ci

Signed-off-by: minmingzhu <[email protected]>

* update header

Signed-off-by: minmingzhu <[email protected]>

* update header

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update ci-cluster-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci conf

Signed-off-by: minmingzhu <[email protected]>

* update oneapi to 2022.1.2

Signed-off-by: minmingzhu <[email protected]>

* update ci conf

Signed-off-by: minmingzhu <[email protected]>

* fix comment

Signed-off-by: minmingzhu <[email protected]>

* Update build-jni.sh

* update Makefile

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update test.sh

* Update test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update test.sh

* Update test.sh

* update test.sh

Signed-off-by: minmingzhu <[email protected]>

* update test.sh

Signed-off-by: minmingzhu <[email protected]>

* update test.sh

Signed-off-by: minmingzhu <[email protected]>

* fix link libze_loader.so.1

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update ci-local-dpc-test.sh

Signed-off-by: minmingzhu <[email protected]>

* update oneapi to 2022.1.2

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* update

Signed-off-by: minmingzhu <[email protected]>

* update Makefile

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* Update prepare-build-deps-gpu.sh

* Update prepare-build-deps-gpu.sh

* Update prepare-build-deps.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update install-build-level-zero-deps-ubuntun.sh

* Update install-build-level-zero-deps-ubuntun.sh

* Update install-build-level-zero-deps-ubuntun.sh

* Update ci-local-dpc-test.sh

* Update GPU.cpp

* Update GPU.cpp

* Update ci-build-test.sh

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update HomogenTableImpl.cpp

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* Update ci-local-dpc-test.sh

* Update ci-local-dpc-test.sh

* update HomogenTable API

Signed-off-by: minmingzhu <[email protected]>

* update install-build-level-zero-deps-ubuntu.sh

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-dpc-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update run.sh

* Update build-jni.sh

* 1. Merge branch 'make_homogen_table' into convert_homogentable
2. update ci
3. add a new parameters for HomogenTable class

Signed-off-by: minmingzhu <[email protected]>

* Update pom.xml

* Update test.sh

* Update Makefile

* update

Signed-off-by: minmingzhu <[email protected]>

* Update ConvertHomogenTableSuite.scala

* Update install-level-zero-ubuntu.sh

* Update install-level-zero-ubuntu.sh

* Update build.sh

* Update test.sh

* Update test.sh

* Update HomogenTableImpl.cpp

* Update install-build-deps-ubuntu.sh

* Update HomogenTableImpl.cpp

* update

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* Update install-build-deps-ubuntu.sh

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update list-compute-devices.cpp

* Convert homogentable to array/vector/matrix (#4)

* 1. convert homogenTable to array/vector/matrix
2. add unit test

Signed-off-by: minmingzhu <[email protected]>

* Merge branch 'make_homogen_table' into convert_homogentable

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8)

* 1. convert rdd to HomogenTable
* 2. add unit test

Signed-off-by: minmingzhu <[email protected]>

* add empty homogentable

Signed-off-by: minmingzhu <[email protected]>

* Mirgate kmeans daal to DPC++ (#7)

Signed-off-by: minmingzhu <[email protected]>

* 1. Mirgate kmeans daal to DPC++
* 2. add unit test

* 1. move local host to distributed host
2. add cluster test
3. code style

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update ci-cluster-test.sh

* Update ci-cluster-test.sh

* Update build.sh

* Update build.sh

* Update OneDAL.cpp

* Update OneDAL.cpp

* Update OneDAL.cpp

* Update com_intel_oap_mllib_OneDAL__.h

* update code style

Signed-off-by: minmingzhu <[email protected]>

* Update NaiveBayesResult.java

* 1. update code style
2. When using the Host/CPU device throws a fail

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* rollback code style

Signed-off-by: minmingzhu <[email protected]>

* rollback code style

Signed-off-by: minmingzhu <[email protected]>

* rollback checkstyle.xml

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* rollback checkstyle.xml

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update OneDAL.scala

Signed-off-by: minmingzhu <[email protected]>

* revert ALS.scala

* revert checkstyle.xml

* :Revert "revert checkstyle.xml"

This reverts commit 4f74bac.

* disable cluster test for gpu

* disable cluster test for gpu

* nit

* migrate cpa to DPC++

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* Update OutputHelpers.hpp

* update com_intel_oap_mllib_feature_PCADALImpl.h

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update PCADALImpl.scala

Signed-off-by: minmingzhu <[email protected]>

* 1. update function name and variable name

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* update stayHomogenTablePtrToVector to saveHomogenTablePtrToVector

Signed-off-by: minmingzhu <[email protected]>

* change compute_device to ComputeDevice

Signed-off-by: minmingzhu <[email protected]>

Co-authored-by: minmingz <[email protected]>
Co-authored-by: Wu, Xiaochang <[email protected]>
* 1. add JNI wrapper
2. modify compiler config
3. add unit test

Signed-off-by: minmingzhu <[email protected]>

* add ci test

Signed-off-by: minmingzhu <[email protected]>

* update

Signed-off-by: minmingzhu <[email protected]>

* java code style

Signed-off-by: minmingzhu <[email protected]>

* cpp code style

Signed-off-by: minmingzhu <[email protected]>

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update ci-local-test.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update install-build-deps-ubuntu.sh

* Update prepare-build-deps.sh

* add convert array, vector to homogentable

Signed-off-by: minmingzhu <[email protected]>

* 1. rollback ci config
2. remove CI test becaue homogentable only support GPU

Signed-off-by: minmingzhu <[email protected]>

* 1. update prepare-build-deps.sh

Signed-off-by: minmingzhu <[email protected]>

* remove ci GPU test

Signed-off-by: minmingzhu <[email protected]>

* 1. remove GPU CI test

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* update code style

Signed-off-by: minmingzhu <[email protected]>

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* update Makefile

Signed-off-by: minmingzhu <[email protected]>

* fix comments

Signed-off-by: minmingzhu <[email protected]>

* 1. fix ci

Signed-off-by: minmingzhu <[email protected]>

* update header

Signed-off-by: minmingzhu <[email protected]>

* update header

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* Update ci-cluster-test.sh

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci

Signed-off-by: minmingzhu <[email protected]>

* update ci conf

Signed-off-by: minmingzhu <[email protected]>

* update oneapi to 2022.1.2

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* update ci conf

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* fix comment

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* Update build-jni.sh

* update Makefile

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* update ci

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* Update test.sh

* Update test.sh

* update ci

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* update ci

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* Update test.sh

* Update test.sh

* update test.sh

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* update test.sh

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* update test.sh

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* fix link libze_loader.so.1

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* update

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* update ci-local-dpc-test.sh

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* update oneapi to 2022.1.2

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* update

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* update

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* update

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* Update ci-local-dpc-test.sh

* update

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* update Makefile

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* Update ci-local-dpc-test.sh

* Update prepare-build-deps-gpu.sh

* Update prepare-build-deps-gpu.sh

* Update prepare-build-deps.sh

* update ci

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* Update ci-local-dpc-test.sh

* update ci

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* update ci

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* update ci

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* update ci

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* update ci

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* update ci

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* update ci

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* Update install-build-level-zero-deps-ubuntun.sh

* Update install-build-level-zero-deps-ubuntun.sh

* Update install-build-level-zero-deps-ubuntun.sh

* Update ci-local-dpc-test.sh

* Update GPU.cpp

* Update GPU.cpp

* Update ci-build-test.sh

* update

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* update

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* update HomogenTableImpl.cpp

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* Update ci-local-dpc-test.sh

* Update ci-local-dpc-test.sh

* Update ci-local-dpc-test.sh

* update HomogenTable API

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* update install-build-level-zero-deps-ubuntu.sh

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* update ci

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* update ci

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* update ci

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* update

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* update code style

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* update

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* Update ci-local-dpc-test.sh

* update ci

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* Update ci-local-dpc-test.sh

* update ci

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* update

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* update ci

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* update ci

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* Update run.sh

* Update build-jni.sh

* 1. Merge branch 'make_homogen_table' into convert_homogentable
2. update ci
3. add a new parameters for HomogenTable class

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* Update pom.xml

* Update test.sh

* Update Makefile

* update

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* Update ConvertHomogenTableSuite.scala

* Update install-level-zero-ubuntu.sh

* Update install-level-zero-ubuntu.sh

* Update build.sh

* Update test.sh

* Update test.sh

* Update HomogenTableImpl.cpp

* Update install-build-deps-ubuntu.sh

* Update HomogenTableImpl.cpp

* update

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* update code style

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* Update install-build-deps-ubuntu.sh

* fix comments

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* update

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* update

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* Update list-compute-devices.cpp

* Convert homogentable to array/vector/matrix (#4)

* 1. convert homogenTable to array/vector/matrix
2. add unit test

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* Merge branch 'make_homogen_table' into convert_homogentable

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* update code style

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* fix comments

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* Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8)

* 1. convert rdd to HomogenTable
* 2. add unit test

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* add empty homogentable

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* Mirgate kmeans daal to DPC++ (#7)

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* 1. Mirgate kmeans daal to DPC++
* 2. add unit test

* 1. migrate pca to DPC++
2. add unit test

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* update

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* update

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* update

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* update

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* update

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* update

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* normalize data

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* update

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* update

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* update

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* 1. migrate correlation to DPC++ interface
2. add unit test

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* update

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* update

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* 1. move local host to distributed host
2. add cluster test
3. code style

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* update code style

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* update

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* Update ci-cluster-test.sh

* Update ci-cluster-test.sh

* Update build.sh

* Update build.sh

* Update OneDAL.cpp

* Update OneDAL.cpp

* Update OneDAL.cpp

* Update com_intel_oap_mllib_OneDAL__.h

* update code style

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* Update NaiveBayesResult.java

* 1. update code style
2. When using the Host/CPU device throws a fail

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* update

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* update

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* rollback code style

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* rollback code style

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* rollback checkstyle.xml

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* update

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* rollback checkstyle.xml

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* update

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* update OneDAL.scala

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* revert ALS.scala

* revert checkstyle.xml

* :Revert "revert checkstyle.xml"

This reverts commit 4f74bac.

* disable cluster test for gpu

* disable cluster test for gpu

* nit

* migrate cpa to DPC++

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* update

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* Update OutputHelpers.hpp

* update com_intel_oap_mllib_feature_PCADALImpl.h

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* update

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* update PCADALImpl.scala

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* 1. update function name and variable name

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* update

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* update

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* update stayHomogenTablePtrToVector to saveHomogenTablePtrToVector

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* change compute_device to ComputeDevice

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* 1. migrate pca to DPC++
2. add unit test

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* update

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* update

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* normalize data

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* update

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* update

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* update

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* 1. migrate correlation to DPC++ interface
2. add unit test

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* update

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* update

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* update

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* Update prepare-build-deps-gpu.sh

* update

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* Update Makefile

* Update OutputHelpers.hpp

* Update PCAOneAPIImpl.cpp

* Update service.h

* update

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* Update OneDAL.scala

* Update PCADALImpl.scala

* Update KmeansHomogenTableSuite.scala

* Update TestCommon.scala

* Update test.sh

* update

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* fix comments

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* update

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* update

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* update code style

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Signed-off-by: minmingzhu <[email protected]>
Co-authored-by: minmingz <[email protected]>
Co-authored-by: Wu, Xiaochang <[email protected]>
* add low order moments

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* update

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* update

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* update

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* rename unit filename

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minmingzhu and others added 21 commits May 9, 2023 05:32
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Signed-off-by: minmingzhu <[email protected]>
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2. remove scala example instead of PYSpark example
3. refactor convert c++ map to JavaMap

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Signed-off-by: minmingzhu <[email protected]>
Signed-off-by: minmingzhu <[email protected]>
Signed-off-by: minmingzhu <[email protected]>
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@xwu99 xwu99 merged commit 14a5a4b into oap-project:master May 11, 2023
@xwu99 xwu99 changed the title [ML-251] [Random forest] Integrated Random forest Classifier [ML-251] [Random Forest] Add Random Forest GPU Classifier May 11, 2023
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[RandomForest]Enable Random Forest Classifier algorithm on OAP-Mllib
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