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Featured Posts

Enabling AI Everywhere by Accelerating the Open AI Software Ecosystem

by Michael_Clay 06-30-2022
With the vision of enabling AI Everywhere through an open, integrated AI s...
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Cloud 2.0 Meets Web 3.0: an Open Dialogue with Cloud Practitioners

by Michael_Clay 06-15-2022
In this live audio event held on Twitter, cloud influencer Sarbjeet Johal ...
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Blogs

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Cloud 2.0 Meets Web 3.0: an Open Dialogue with Cloud Practitioners

Cloud influencer Sarbjeet Johal hosts a Twitter Spaces event with members of the Intel Cloud Solutio...
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Intel® Labs Uses AI and Audio Anomaly Detection to Prevent Semiconductor Manufacturing Malfunctions

Research in anomalous sound detection to improve semiconductor manufacturing production for both Int...
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Thrill-K: A Blueprint for The Next Generation of Machine Intelligence

Thrill-K will be introduced as the AI systems architecture blueprint that implements 3LK principles ...
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Intel® Optane™ Persistent Memory (PMem) Enables Virtualized Oracle OLTP for Less

Intel® Optane™ PMem offers a tiered memory structure for a virtualized Oracle deployment—a cost-effe...
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Building the Future of Semiconductors in Europe: A Conversation with Bernd Holthaus, HR Director

We recently spoke with Bernd Holthaus, HR Director for Intel Germany, about the company, roles and o...
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OpenVINO™ Execution Provider + Model Caching = Better First Inference Latency for your ONNX Models

Developers can now leverage model caching through the OpenVINO™ Execution Provider for ONNX Runtime
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AttentionLite: Towards Efficient Self-Attention Models for Vision

Intel Labs has created a novel framework for producing a class of parameter- and compute-efficient m...
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NEMO: A Novel Multi-Objective Optimization Method for AI Challenges

Neuroevolution-Enhanced Multi-Objective Optimization (NEMO) for Mixed-Precision Quantization deliver...
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Best Practices for Text-Classification with Distillation Part (3/4) - Word Order Sensitivity (WOS)

In this post, I introduce a metric for estimating the complexity level of your dataset and task, and...
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Seat of Knowledge: AI Systems with Deeply Structured Knowledge

This blog will outline the third class in this classification and its promising role in supporting m...
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On the Geometry of Generalization and Memorization in Deep Neural Networks

Our latest work, presented recently at the 2021 International Conference on Learning Representations...
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Best Practices for Text Classification with Distillation (Part 2/4) – Challenging Use Cases

In this blog, I intend to explore this method further and investigate other test classification data...
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Learning to Optimize Memory Allocation on Hardware using Reinforcement Learning

We describe a scalable framework that combines Deep RL with genetic algorithms to search in extremel...
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Best Practices for Text Classification with Distillation (Part 1/4) - How to achieve BERT results by

Model distillation is a powerful pruning technique, and in many use cases, it yields significant spe...
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Bring your own dataset and retrain a TensorFlow model with OpenVINO™ toolkit

Machine learning requires us to have existing data — not the data our application will use when we r...
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