CPU and GPU Support

Not all computation modes, methods, and parameters are supported on both CPU and GPU. See the differences in CPU and GPU support below.

GPU-Supported Targets

OneDAL is designed to work with Intel(R) GPUs specifically, but it could potentially run on other hardware platforms if a SYCL runtime is available.

GPU Support Considerations

Algorithm	GPU Support
K-Means
Covariance
Principal Components Analysis (PCA)
Logistic Regression
Linear Regression
Decision Forest Classification and Regression (DF)
Extra Trees
k-Nearest Neighbors Classification, Regression, and Search (k-NN)
Support Vector Machine Classifier and Regression (SVM)
DBSCAN
Basic Statistics