.. ****************************************************************************** .. * Copyright 2023 Intel Corporation .. * .. * Licensed under the Apache License, Version 2.0 (the "License"); .. * you may not use this file except in compliance with the License. .. * You may obtain a copy of the License at .. * .. * http://www.apache.org/licenses/LICENSE-2.0 .. * .. * Unless required by applicable law or agreed to in writing, software .. * distributed under the License is distributed on an "AS IS" BASIS, .. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. .. * See the License for the specific language governing permissions and .. * limitations under the License. .. *******************************************************************************/ .. _onedal_gpu_support: 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. .. tabularcolumns:: |\Y{0.5}|\Y{0.5}| .. list-table:: GPU Support Considerations :header-rows: 1 :widths: 10 10 :align: left * - Algorithm - GPU Support * - :ref:`alg_kmeans` - * - :ref:`alg_covariance` - * - :ref:`alg_pca` - * - Logistic Regression - * - Linear Regression - * - :ref:`alg_df` - * - Extra Trees - * - :ref:`alg_knn` - * - :ref:`alg_svm` - * - :ref:`alg_dbscan` - * - :ref:`alg_basic_statistics` -