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.
Develop in the Cloud
Build and optimize oneAPI multiarchitecture applications using the latest Intel-optimized oneAPI and AI Tools. Test your workloads across Intel CPUs and GPUs. No hardware installations, software downloads, nor configuration is necessary.
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.
Develop in the Cloud
Build and optimize oneAPI multiarchitecture applications using the latest Intel-optimized oneAPI and AI Tools. Test your workloads across Intel CPUs and GPUs. No hardware installations, software downloads, nor configuration is necessary.
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.
Develop in the Cloud
Build and optimize oneAPI multiarchitecture applications using the latest Intel-optimized oneAPI and AI Tools. Test your workloads across Intel CPUs and GPUs. No hardware installations, software downloads, nor configuration is necessary.
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.
Develop in the Cloud
Build and optimize oneAPI multiarchitecture applications using the latest Intel-optimized oneAPI and AI Tools. Test your workloads across Intel CPUs and GPUs. No hardware installations, software downloads, nor configuration is necessary.