These tuning guides were designed for people who are already familiar with the workload and are looking for system settings that will improve performance. They provide BIOS, operating system, and workload settings to get the most out of Intel platforms with server workloads. Developers and systems integrators can use them as a launching point for further tuning.
4th Gen Intel® Xeon® Scalable Processor and Intel® Xeon® CPU Max Series
3rd Gen Intel® Xeon® Processors
AI workloads
TensorFlow*
- Maximize TensorFlow* Performance on CPU: Considerations and Recommendations for Inference Workloads
- Guide to TensorFlow* Runtime optimizations for CPU
Getting Started with Intel® Optimization for MXNet*
Code Sample: Intel® Deep Learning Boost New Deep Learning Instruction bfloat16 - Intrinsic Functions
General Intel® Architecture tuning guides
Intel Architecture Reference Manuals
Automated SKU Selection for Intel® Xeon® Processors through Machine Learning
Additional resources
Technical Overview of the 4th Gen Intel® Xeon® Scalable processor family
Build an Intel®-Based Cluster with OpenHPC* 2.0 on CentOS* 8