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[ML-251] [Random Forest] Add Random Forest GPU Classifier #257
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minmingzhu
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[ML-251]Integrated Random forest Classifier
[ML-251] Integrated Random forest Classifier
Apr 12, 2023
minmingzhu
changed the title
[ML-251] Integrated Random forest Classifier
[ML-251] [Random forest] Integrated Random forest Classifier
Apr 13, 2023
minmingzhu
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* 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 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. migrate pca to DPC++ 2. add unit test 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 Signed-off-by: minmingzhu <[email protected]> * update Signed-off-by: minmingzhu <[email protected]> * update Signed-off-by: minmingzhu <[email protected]> * normalize data 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]> * 1. migrate correlation to DPC++ interface 2. add unit test Signed-off-by: minmingzhu <[email protected]> * update Signed-off-by: minmingzhu <[email protected]> * update Signed-off-by: minmingzhu <[email protected]> * 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]> * 1. migrate pca to DPC++ 2. add unit test Signed-off-by: minmingzhu <[email protected]> * update Signed-off-by: minmingzhu <[email protected]> * update Signed-off-by: minmingzhu <[email protected]> * normalize data 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]> * 1. migrate correlation to DPC++ interface 2. add unit test 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 prepare-build-deps-gpu.sh * update Signed-off-by: minmingzhu <[email protected]> * Update Makefile * Update OutputHelpers.hpp * Update PCAOneAPIImpl.cpp * Update service.h * update Signed-off-by: minmingzhu <[email protected]> * Update OneDAL.scala * Update PCADALImpl.scala * Update KmeansHomogenTableSuite.scala * Update TestCommon.scala * Update test.sh * update Signed-off-by: minmingzhu <[email protected]> * fix comments Signed-off-by: minmingzhu <[email protected]> * update Signed-off-by: minmingzhu <[email protected]> * update Signed-off-by: minmingzhu <[email protected]> * update code style Signed-off-by: minmingzhu <[email protected]> Signed-off-by: minmingzhu <[email protected]> Co-authored-by: minmingz <[email protected]> Co-authored-by: Wu, Xiaochang <[email protected]>
* add low order moments 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]> * rename unit filename Signed-off-by: minmingzhu <[email protected]> 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 Signed-off-by: minmingzhu <[email protected]>
Signed-off-by: minmingzhu <[email protected]>
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Signed-off-by: minmingzhu <[email protected]>
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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What changes were proposed in this pull request?
(closes #251 )