Boosting Business with AI
…Intel® AMX). Problem Statement AI gives enterprises a business advantage that they can use in various ways. NLP can help with fraud detection by analyzing large text data efficiently. It can perform…
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Speed Up Deep Learning Framework Performance on Intel® Processors
…You can develop platform-independent deep learning applications and deploy instruction set architecture (ISA) with automatic detection. AI Frameworks Network Optimization This library enables you to identify performance bottlenecks using Intel® VTune…
Accelerate Stable Diffusion on Inte GPUs with Intel Extension for...
By By Kai Wang Intel® Extension for OpenXLA* OpenXLA is an open-source Machine Learning compiler ecosystem co-developed by AI/ML industry leaders that lets developers compile and optimize models from…
Release Notes for Intel Distribution of OpenVINO Toolkit 2024.4
…Demo of text generation horizontal scalability using basic docker containers and Kubernetes. Automatic cancelling of text generation for disconnected clients. Non-UTF-8 responses from the model can be now automatically changed…
AI Inference Acceleration on CPUs
…of AI is derived. Edge inferencing continues to explode across smart surveillance, autonomous machines, and various real-time IoT applications while cloud inferencing already has vast use across fraud detection, personalized recommendations…
OpenVINO™ Automatic Model Manifest Add-On
…Future releases of the solution are planned to support the latest OpenVINO™ version. The figure below shows dependencies and a sample pipeline flow for detection and classification of OpenVINO™ models. Get Started…
Intel® oneAPI Base Toolkit Release Notes
…real-time visual AI and gaming experiences when using C++ with SYCL for GPU acceleration Enhanced SYCL interoperability with Vulkan and DirectX12 enables the sharing of image texture map data directly from…
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Accelerate TensorFlow Machine Learning Performance with Intel® AMX
…text classification using the IMBD dataset and how to modify the code to use mixed precision learning with bfloat16. We encourage you to also check out and incorporate Intel’s other AI…
CAM-Visualizer: Class Activation Map Visualization Toolkit
…For example, the image below shows examples of applying CAM-Visualizer with an AI model to the Textile Defect Classification Reference Implementation . CAM-Visualizer is directly able to highlight the area of…