Archives de catégorie : Non classé

Efficiency, Extensibility and Cognition: Charting the Frontiers

The rapid growth of deep learning (DL) is incredible. Progressing and enabling innovation at a breathtaking clip, DL is expected to drive technological progress and industry transformation for years to come.

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Next, Machines Get Wiser

Deep learning (DL) will continue to make significant progress in technical capabilities and scope of deployment across all aspects of life, including revolutionizing healthcare, retail, manufacturing, autonomous vehicles, security and fraud prevention, and data analytics. However, to build the future of … Continuer la lecture →

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Cognitive Computing Research: From Deep Learning to Higher Machine Intelligence

Deep learning (DL), a transformative branch of machine learning and more broadly artificial intelligence (AI), is poised to transform every business segment and industry. Breakthroughs in DL hardware and software, as well as a massive expansion in DL-based capabilities and solutions from … Continuer la lecture →

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Bringing Enterprises into the AI Space

Complex workloads demand complex methodologies. When the measure of a business’s success is how efficient and quick its processes are, AI seems to be the answer. 

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The Rise of Ethical Facial Recognition

How ethical facial recognition can identify security threats in real time with Oosto (formally AnyVision). 

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Accelerating AI/ML and Data-centric Applications with Temporal Caching

Intel® Optane™ persistent memory can help unify data access methods for temporal caching to improve data-centric workload performance.

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AI in Semiconductor Manufacturing: Solving the n-i, n Problem

Artificial intelligence (AI) is a powerful tool to transform vast amounts of manufacturing data into insights that can improve the manufacturing process. To maximize success, Intel has fine-tuned its approach to AI in manufacturing by focusing on those applications that … Continuer la lecture →

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Quantizing ONNX Models using Intel® Neural Compressor

In this tutorial, we will show step-by-step how to quantize ONNX models with Intel® Neural Compressor.

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OpenVINO™ Execution Provider + Model Caching = Better First Inference Latency for your ONNX Models

Developers, like yourself, can now leverage model caching through the OpenVINO Execution Provider for ONNX Runtime, a product that accelerates inferencing of ONNX models using ONNX Runtime API’s while using OpenVINO™ toolkit as a backend. With the OpenVINO Execution Provider, … Continuer la lecture →

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BootstrapNAS: Automated Hardware-Aware Model Optimization Tool Shows Up to 11.3x AI Improvement

Intel Labs is developing an automated hardware-aware model optimization tool called BootstrapNAS to simplify the optimization of pre-trained AI models on Intel hardware, including Intel® Xeon® Scalable processors, which delivers built-in AI acceleration and flexibility. The tool will provide considerable … Continuer la lecture →

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