Software for 4th Gen Intel® Xeon® and Intel® Max Series Processors
With Intel® oneAPI and AI tools and optimized AI frameworks, developers can maximize application performance by activating the advanced capabilities of 4th gen Intel® Xeon® processors and Intel® Xeon® CPU Max Series. Take full advantage of instruction sets in these Intel products:
- Intel® Advanced Matrix Extensions (Intel® AMX)
- Intel® QuickAssist Technology (Intel® QAT)
- Intel® Data Streaming Accelerator (Intel® DSA)
- Intel® In-Memory Analytics Accelerator (Intel® IAA)
Multiarchitecture Acceleration
Intel oneAPI tools offer a complete set of advanced compilers, libraries, analysis tools, and optimized frameworks that help developers optimize multiarchitecture applications on Intel CPUs, GPUs, and FPGAs.
In multiarchitecture systems with Intel Xeon processors and Intel GPUs, using a single code base through oneAPI programming delivers productivity and performance. Accelerate time-to-value and productivity when developing high-performance applications. Ensure your software investments continue to add value with future-ready programming.
AI
Accelerate machine learning and data science pipelines using the Intel® oneAPI Base Toolkit and Intel® AI Analytics Toolkit.
Activate Intel AMX support for int8 and bfloat16 data types using:
- Intel® oneAPI Deep Neural Network Library (oneDNN)
- Intel® oneAPI Data Analytics Library (oneDAL)
- Intel® oneAPI Collective Communications Library (oneCCL)
Drive orders of magnitude for training and inference optimizations into TensorFlow* and PyTorch* deep learning AI frameworks
Deploy high-performance deep learning inference using Intel® Distribution of OpenVINO™ toolkit powered by oneAPI.
HPC
Deliver fast HPC applications that scale with techniques in vectorization, multithreading, multi-node parallelization, and memory optimization using Intel oneAPI Base Toolkit and Intel® oneAPI HPC Toolkit.
Drive productivity with the Intel® Fortran Compiler, Intel® oneAPI Math Kernel Library (oneMKL), and advanced analysis tools like Intel® VTune™ Profiler.
Data Analytics
Accelerate end-to-end data science and machine learning pipelines using the Intel oneAPI Base Toolkit and Intel AI Analytics Toolkit.
Unleash the power of Intel AMX plus int8 and bfloat16 data types with performance libraries:
- Intel oneAPI Deep Neural Network Library (oneDNN)
- Intel oneAPI Data Analytics Library (oneDAL)
- Intel oneAPI Collective Communications Library (oneCCL)
Taking full advantage of cutting-edge features on 4th gen Intel Xeon processors provides significant performance gains for data scientists and AI application developers.
IoT and Edge
The Intel® oneAPI IoT Toolkit is tailored for developers who are bringing the power of big data technology to global IoT edge innovations. Its build and analysis tools and libraries are enhanced to help with system design, development, and deployment across CPU, GPU, FPGA, and other accelerator architectures from client and edge to cloud.
Accelerate visual inference and deep learning in AI applications using the Intel Distribution of OpenVINO toolkit powered by oneAPI. Developers gain significant performance for deep leaning inference and training workloads by enabling built-in accelerators in 4th gen Intel Xeon processors.
Visual Compute
Accelerate compute and deliver high-fidelity visualization applications used for scientific and medical research, cosmology, and motion picture production using advanced libraries in the Intel® oneAPI Rendering Toolkit.
- Get cost-efficient interactive rendering.
- Access all of the system memory space for even the largest data sets.
- Enable deep learning-based denoising.
- Efficiently deploy applications across parallel processing architectures and platforms.
Get Started
The 4th gen Intel Xeon Scalable processor family offers the most built-in accelerators of any CPU on the market to improve performance and performance-per-watt for AI, HPC, analytics, visual compute, and IoT.
Maximize memory bandwidth with the Intel Xeon CPU Max Series—the first and only x86-based processor with high-bandwidth memory (HBM) architected to supercharge HPC and AI workloads. Maximize impact with the Intel® Data Center GPU Max Series, Intel’s highest performing, highest density, general-purpose discrete GPU.
Acceleration with High-Bandwidth Memory
Aurora Blade for Machine Learning
AI Accelerated HPC Training