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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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ServeTheHome’s Editor in Chief Visits Intel Networking Lab and Groks FPGA-Based IPUs

Patrick Kennedy, Editor in Chief at ServeTheHome, has just published an in-depth, hands-on article a...
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Intel® Arc™ Game On Driver for Monster Hunter Rise: Sunbreak*, Arcadegeddon*, and F1 22* Released

Intel® Game On Drivers deliver the best experiences for gamers playing on Intel Graphics with optimi...
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Enabling AI Everywhere by Accelerating the Open AI Software Ecosystem

Wei Li, Intel's VP/GM AI & Analytics, discusses enabling an open AI ecosystem through Intel’s partne...
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Teaching Robots Teamwork with MERL

Two key aspects of autonomous systems are perception and decision making. The first, perception, has...
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Intel and SADA Partnership Delivers Best-in-Class Cost and Performance on Google Cloud

Cloud N Clear interview explores Intel's partnership with SADA in bringing together Google Cloud Pla...
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