Intel® oneAPI Data Analytics Library (oneDAL) accelerates big data analysis at all stages of the machine learning pipeline. This open source, cross-platform library provides implementations of classical machine learning algorithms that are optimized for Intel CPUs and GPUs. Using this library, you...
Intel® oneAPI Data Analytics Library (oneDAL) accelerates big data analysis at all stages of the machine learning pipeline. This open source, cross-platform library provides implementations of classical machine learning algorithms that are optimized for Intel CPUs and GPUs. Using this library, you...
For the complete list of features, documentation, code samples, and downloads, visit the official Intel oneAPI Data Analytics Librarywebsite. If you plan to use oneDAL as part of theoneAPI Base Toolkit, consider thatpriority supportis available as a paid option. For Intel community-support, vi...
Java* interfaces ABI compatibility is broken as part of the 2024.0 release of oneDAL. The library’s major version is incremented to two to enforce the relinking of existing applications. 🔨 Library Engineering Compressed sparse rows (CSR) accessor has been changed and moved from detail namespac...
oneAPI Collective Communications Library Intel® oneAPI Data Analytics LibraryIntel® oneAPI Deep Neural Network LibraryIntel® oneAPI DPC++/C++ CompilerIntel® oneAPI DPC++ LibraryIntel® oneAPI Math Kernel LibraryIntel® oneAPI Threading Building Blocks Intel® oneAPI Video Processing Library ...
Intel® oneAPI Data Analytics Library 2025.1.0The Intel® oneAPI Data Analytics Library 2025.1.0 containsUpdates to the unified API for oneDAL RNG primitive functions Changed stream handling in the RNG clone Fixed issues with the oneDAL code samples (building with C++20)...
Intel® oneAPI Data Analytics Library 2023.0.0 There are no new features for oneDAL in the 2023.0 release. Intel® oneAPI Deep Neural Networks Library 2023.0.0 Deliver production quality optimizations for Sapphire Rapids, Ponte Vecchio, DG2, and ATS-M with support for S8/S8 weights and activ...
Intel oneAPI Data Analytics Libraryis a library that helps speed up data analysis by providing highly optimized algorithmic building blocks for all stages of the data analytics and machine learning process. oneDAL makes use of the SIMD extensions in 64-bit architectures, which are featured in Intel...
Intel oneAPI Data Analytics Library 提高机器学习和数据分析性能。 Intel oneAPI Deep Neural Network Library 在Intel CPU和GPU上开发具有性能优化构建块的快速神经网络。 Intel oneAPI DPC++/C++ Compiler 编译并优化CPU、GPU和FPGA目标体系结构的DPC++代码。。 Intel oneAPI DPC++ Library 使用这些关键的生产力算法和...
oneAPI Data Analytics Library (oneDAL) oneAPI Deep Neural Network Library (oneDNN) oneAPI Level Zero (LevelZero) (low-level hardware runtime API's) oneAPI Video Processing Library (oneVPL) A Selection of Toolkits: I have mentioned the oneAPI Base and HPC Toolkits and will look at the AI Ana...