… By AI is transforming enterprises with valuable business insights, increased operational efficiencies and enhanced user experiences with innovative applications that can fuel growth. …
…Operation Recent issues of The Parallel Universe have emphasized oneAPI; namely, DPC++ and the component libraries like oneMKL. This issue focuses on data science; in particular, training machine learning and deep learning…
…improved deep learning performance using lower-precision (INT8) without sacrificing accuracy with Intel® Deep Learning Boost (Intel® DL Boost), and others. Additionally, with security being critical to many business operations, Intel Accelerator…
…With access to professional development and other tools, educators can adopt new teaching strategies that help students learn systemic knowledge, innovative thinking skills, and technical skills for innovation that they need. Many…
…oneTBB Flow Graph and the OpenVINO™ Inference Engine Expressing Dependencies across Deep Learning Models in C++ Optimization of Scan Operations Using Explicit Vectorization Exploiting AVX-512 SIMD Instructions to Accelerate Prefix Sum…
… Challenges of Data Center Modernization Data center modernization is a complex and multifaceted process that impacts a business’s operational, technical, regulatory, environmental, and organizational aspects. …
…To be precise, it scans the data-flow graph corresponding to the model, and looks for nodes in the graph (also called as operators) that can operate in BFloat16 type, and inserts…
…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…
…of operations and use: Introduction to the Post-Training Optimization Toolkit Post-training Optimization Toolkit Best Practices Post-training Optimization Toolkit Frequently Asked Questions Using Intel® DAAL for Accelerated Machine Learning Intel…
… Nearly every company in any industry today has a digital element to at least its core operational functions. …