Mirgate kmeans daal to DPC++ #7

minmingzhu · 2022-05-07T13:46:30Z

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github-actions · 2022-05-07T13:46:41Z

Thanks for opening a pull request!

Could you open an issue for this pull request on Github Issues?
https://github.com/oap-project/oap-mllib/issues

Then could you also rename pull request title and commit log in the following format?

[ML-${ISSUES_ID}] ${detailed message}

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Signed-off-by: minmingzhu <minming.zhu@intel.com>

2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com>

Signed-off-by: minmingzhu <minming.zhu@intel.com>

2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com>

Signed-off-by: minmingzhu <minming.zhu@intel.com>

2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com>

Signed-off-by: minmingzhu <minming.zhu@intel.com>

2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com>

Signed-off-by: minmingzhu <minming.zhu@intel.com>

2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com>

Signed-off-by: minmingzhu <minming.zhu@intel.com>

2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com>

Signed-off-by: minmingzhu <minming.zhu@intel.com>

* 1. add JNI wrapper 2. modify compiler config 3. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add ci test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * java code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * cpp code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * 1. rollback ci config 2. remove CI test becaue homogentable only support GPU Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update prepare-build-deps.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * remove ci GPU test Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. remove GPU CI test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. fix ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comment Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update build-jni.sh * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix link libze_loader.so.1 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci-local-dpc-test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update HomogenTableImpl.cpp Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update install-build-level-zero-deps-ubuntu.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update pom.xml * Update test.sh * Update Makefile * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-deps-ubuntu.sh * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Merge branch 'make_homogen_table' into convert_homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8) * 1. convert rdd to HomogenTable * 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add empty homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * Mirgate kmeans daal to DPC++ (#7) Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update NaiveBayesResult.java * 1. update code style 2. When using the Host/CPU device throws a fail Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update OneDAL.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@inte.com> Co-authored-by: Wu, Xiaochang <xiaochang.wu@intel.com>

* 1. add JNI wrapper 2. modify compiler config 3. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add ci test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * java code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * cpp code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * 1. rollback ci config 2. remove CI test becaue homogentable only support GPU Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update prepare-build-deps.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * remove ci GPU test Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. remove GPU CI test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. fix ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comment Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update build-jni.sh * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix link libze_loader.so.1 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci-local-dpc-test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update HomogenTableImpl.cpp Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update install-build-level-zero-deps-ubuntu.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update pom.xml * Update test.sh * Update Makefile * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-deps-ubuntu.sh * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Merge branch 'make_homogen_table' into convert_homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8) * 1. convert rdd to HomogenTable * 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add empty homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * Mirgate kmeans daal to DPC++ (#7) Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update NaiveBayesResult.java * 1. update code style 2. When using the Host/CPU device throws a fail Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update OneDAL.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update OutputHelpers.hpp * update com_intel_oap_mllib_feature_PCADALImpl.h Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update PCADALImpl.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update function name and variable name Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update stayHomogenTablePtrToVector to saveHomogenTablePtrToVector Signed-off-by: minmingzhu <minming.zhu@intel.com> * change compute_device to ComputeDevice Signed-off-by: minmingzhu <minming.zhu@intel.com> Co-authored-by: minmingz <minming.zhu@inte.com> Co-authored-by: Wu, Xiaochang <xiaochang.wu@intel.com>

* 1. add JNI wrapper 2. modify compiler config 3. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add ci test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * java code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * cpp code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * 1. rollback ci config 2. remove CI test becaue homogentable only support GPU Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update prepare-build-deps.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * remove ci GPU test Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. remove GPU CI test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. fix ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update header Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-cluster-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci conf Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comment Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update build-jni.sh * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update test.sh * Update test.sh * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix link libze_loader.so.1 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci-local-dpc-test.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update oneapi to 2022.1.2 Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Makefile Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update HomogenTableImpl.cpp Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update install-build-level-zero-deps-ubuntu.sh Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update ci-local-dpc-test.sh * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * update ci Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update pom.xml * Update test.sh * Update Makefile * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update install-build-deps-ubuntu.sh * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Merge branch 'make_homogen_table' into convert_homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * Convert RDD[Vector]/RDD[LabeledPoint] to HomogenTable (#8) * 1. convert rdd to HomogenTable * 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * add empty homogentable Signed-off-by: minmingzhu <minming.zhu@intel.com> * Mirgate kmeans daal to DPC++ (#7) Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. Mirgate kmeans daal to DPC++ * 2. add unit test * 1. migrate pca to DPC++ 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * normalize data Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. migrate correlation to DPC++ interface 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. move local host to distributed host 2. add cluster test 3. code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * Update NaiveBayesResult.java * 1. update code style 2. When using the Host/CPU device throws a fail Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback code style Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * rollback checkstyle.xml Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update OneDAL.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * 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 <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update OutputHelpers.hpp * update com_intel_oap_mllib_feature_PCADALImpl.h Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update PCADALImpl.scala Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. update function name and variable name Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update stayHomogenTablePtrToVector to saveHomogenTablePtrToVector Signed-off-by: minmingzhu <minming.zhu@intel.com> * change compute_device to ComputeDevice Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. migrate pca to DPC++ 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * normalize data Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * 1. migrate correlation to DPC++ interface 2. add unit test Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update prepare-build-deps-gpu.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update Makefile * Update OutputHelpers.hpp * Update PCAOneAPIImpl.cpp * Update service.h * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * Update OneDAL.scala * Update PCADALImpl.scala * Update KmeansHomogenTableSuite.scala * Update TestCommon.scala * Update test.sh * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * fix comments Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update Signed-off-by: minmingzhu <minming.zhu@intel.com> * update code style Signed-off-by: minmingzhu <minming.zhu@intel.com> Signed-off-by: minmingzhu <minming.zhu@intel.com> Co-authored-by: minmingz <minming.zhu@inte.com> Co-authored-by: Wu, Xiaochang <xiaochang.wu@intel.com>