Developer Resources from Intel and HippoScreen*
HippoScreen* took advantage of the Intel® oneAPI Base Toolkit and AI Tools from Intel to accelerate the build times for deep learning models in their Stress EEG Assessment (SEA) system that diagnoses mental health conditions. Intel® tools helped improve algorithm efficiency and diagnostic accuracy while providing faster diagnostic results.
Using Intel® Extension for Scikit-learn*, Intel® Extension for PyTorch*, and Intel® VTune™ Profiler, HippoScreen achieved a performance improvement of 2.4x for the SEA system.
"We at HippoScreen have been able to take advantage of the software optimizations in Intel Extension for Scikit-learn and Intel Optimization for PyTorch to accelerate the build times for the AI models in our customized EEG Brain Waves analysis system by 2.4x."
— Daniel Weng, chief technology officer at HippoScreen Neurotech Corp.
Intel® oneAPI Base Toolkit
Develop high-performance, data-centric applications for CPUs, GPUs, and FPGAs with this core set of tools, libraries, and frameworks including LLVM*-based compilers.
Download the Stand-Alone Version
Accelerate data science and AI pipelines—from preprocessing through machine learning—and provide interoperability for efficient model development.
Download the Stand-Alone Version
Speed up and scale your scikit-learn* workflows for CPUs and GPUs across single- and multi-node configurations with this Python* module for machine learning.
Download the Stand-Alone Version
Intel is one of the largest contributors to PyTorch*, providing regular upstream optimizations to the PyTorch deep learning framework that provide superior performance on Intel® architectures. The AI Tools includes the latest binary version of PyTorch tested to work with the rest of the kit, along with Intel® Extension for PyTorch*, which adds the newest Intel optimizations and usability features.
Download the Stand-Alone Version
Find and fix performance bottlenecks and optimize application and system performance and configuration for HPC, cloud, IoT, media, storage, and more.