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Accelerate PyTorch with IPEX and oneDNN Using Intel BF16 Technology
Intel and Facebook previously collaborated to enable BF16, a first-class data type in PyTorch. It supports basic math and tensor…
Read ArticleIntel oneAPI Developer Tools — Introduction and Install
Intel oneAPI is a massive collection of very high quality developer tools, and, it's free to use! OneAPI is Intel's…
Read ArticleCERN Uses DLBoost, oneAPI To Juice Inference Without Accuracy Loss
Investigations, conducted together with scientists at CERN, show promising results – with breakthrough performance – in their pursuit of faster…
Read ArticleCycling Through SYCL
We recently gave an overview of recent history in the technical computing hardware market. In it, we mention the energy at Intel…
Read ArticleIntel oneAPI DPC++ Compiler 2020-12 Released
Intel's open-source oneAPI Data Parallel C++ compiler saw a Christmas Day update with the 2020-12 monthly update.
Read ArticleIntel Releases oneDNN 2.0 To Bring The Open-Source Neural Network Library To Its GPUs
Intel's Deep Neural Network Library currently known as oneDNN as part of the oneAPI suite (and formerly known as MKL-DNN…
Read ArticleIntel Opens Up “IMF LA” As A GPU Compute Speed Boost To Better Compete With Windows
The open-source Intel Graphics Compiler (IGC) that is currently used by their oneAPI Level Zero and OpenCL implementations but likely…
Read ArticleIntel Announces New oneAPI Toolkits for XPU Software Development
Following a November announcement, Intel today released production of Intel oneAPI toolkits for developing high-performance, cross-architecture applications for Intel CPUs,…
Read ArticleA Deep Dive into a Deep Learning Library for the A64FX Fugaku CPU – The Development Story in the Developer’s Own Words
Applications that make use of deep learning processes (hereinafter called “DL processes”) normally consists of a software stack formed from…
Read ArticleC++ for Heterogeneous Programming: oneAPI (DPC++ and oneTBB)
This tutorial provides hands-on experience programming CPUs, GPUs and FPGAs using a unified, standards-based programming model: oneAPI. oneAPI includes a…
Read ArticleBittWare launches IA-840F with Intel Agilex-based FPGA
BittWare, a Molex company, has launched the IA-840F, its first Intel Agilex-based FPGA card designed to deliver significant performance-per-watt improvements…
Read ArticleIntel, Argonne National Lab co-design XeHP GPUs, oneAPI in exascale HPC chase
Intel and Argonne National Laboratory said they will co-design and validate exascale-class applications using the chipmaker's GPUs, microarchitecture and developer…
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