Technical Library
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Migrating OpenCL™ Designs to DPC++
Last Updated: 02/25/2021
This document explores the similarities and differences between the Khronos OpenCL™ and the Data Parallel C++ (DPC++)
Intel® oneAPI standalone component installation files
Last Updated: 02/24/2021
Intel® oneAPI standalone component installation files
How to Transition to Sparse BLAS Inspector-Executor API: Sparse...
Last Updated: 02/23/2021
This article contains information on how to transition to Sparse BLAS Inspector-Executor API: Sparse Matrix-Matrix Multiplication.
Intel® oneAPI HPC Toolkit System Requirements
Last Updated: 02/23/2021
System requirements listing for Intel® oneAPI HPC Toolkit.
Rotor Bearing Defect Detector
Last Updated: 02/23/2021
This reference implementation provides an AI-enabled approach to prediction and detection of bearing failure by analyzing vibration data.
A Reduced-Precision Network for Image Reconstruction
Last Updated: 02/22/2021
In this paper, we introduce QW-Net, a neural network for image reconstruction, in which close to 95% of the computations can be implemented with 4-bit integers.
An Overview of the Intel® AI Analytics Toolkit
Last Updated: 02/22/2021
An overview of the Intel® AI Analytics Toolkit.
Execute Machine Learning Using the Intel® AI Analytics Toolkit.
Last Updated: 02/22/2021
Part 3 of this 3-part series shifts to “hands-on”, with presenters demonstrating the steps needed to execute key machine learning end-to-end workflows using the Intel® AI Analytics Toolkit.
Enhance Deep Learning Workloads on Intel® Xeon® Scalable Processors
Last Updated: 02/22/2021
Part 2 of this 3-part series, delivers insights into the latest optimizations for Intel® Optimization for TensorFlow* and PyTorch leveraging the new instructions on Intel® Xeon® Scalable Processors.
Optimize Data Science and Machine Learning Acceleration with Intel®...
Last Updated: 02/22/2021
In part 1 of a 3-part series, learn how the Intel® AI Analytics Toolkit delivers drop-in acceleration for Intel® architectures, helping you drastically improve product.
Machine Learning and Data Analytics Workflows with the Intel® AI...
Last Updated: 02/22/2021
Achieve high performance scaling for E2E machine learning and data analytics workflows with the Intel® AI Analytics Toolkit.
Deep Dive: Graphics Trace Analyzer Part Two: Open and Explore Trace
Last Updated: 02/20/2021
This article will open a trace capture file in Graphics Trace Analyzer while highlighting user interface features to pinpoint CPU and GPU activity based on the captured platform and hardware metrics.