Artificial Intelligence (AI)

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316 Discussions

Artificial Intelligence (AI)

Artificial Intelligence (AI)
Engage with our experts on topics in AI

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Azure ML Based Federated Learning with Intel® Xeon® Platforms

Azure ML Based Federated Learning with Intel® Xeon® Platforms

Federated Learning using Azure ML and on-premises Intel Xeon Platforms
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Virtual Meeting: CPU Accelerated Fine-Tuning for Image Segmentation using PyTorch

Virtual Meeting: CPU Accelerated Fine-Tuning for Image Segmentation using PyTorch

Register for virtual University of Houston Hewlett Packard Enterprise Data Science Institute meeting
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Accelerate your AI Applications using Intel AI Tools and Frameworks: Three Tech Talks

Accelerate your AI Applications using Intel AI Tools and Frameworks: Three Tech Talks

Overview of three on-demand tech talks which were delivered at oneAPI DevSummit for AI and HPC 2022
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Optimize PyTorch* Performance on the Latest Intel® CPUs and GPUs

Optimize PyTorch* Performance on the Latest Intel® CPUs and GPUs

With 4th Gen Intel® Xeon® Scalable Processors, developers can use optimization strategies for PyTorc...
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Meetup: CPU Accelerated Fine-Tuning for Image Segmentation using PyTorch

Meetup: CPU Accelerated Fine-Tuning for Image Segmentation using PyTorch

Register for Virtual Meetup on how to accelerate fine-tuning models on your CPU using PyTorch
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On-Demand Webinar: Optimize Transformer Model Performance with Intel and Hugging Face

On-Demand Webinar: Optimize Transformer Model Performance with Intel and Hugging Face

Julien Simon of Hugging Face: increase productivity running transformers workloads on CPU platforms
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6 Trends Driving the AI Everywhere Boom

6 Trends Driving the AI Everywhere Boom

With AI Everywhere, businesses and organizations can use AI to automate tasks, improve decision-maki...
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Enabling In-Memory Computing for Artificial Intelligence Part 1: The Analog Approach

Enabling In-Memory Computing for Artificial Intelligence Part 1: The Analog Approach

In this two-part series, we will explore and evaluate digital and analog computing and highlight the...
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Talkin’ ‘Bout My Generative AI

Talkin’ ‘Bout My Generative AI

It may not be trying to cause a big sensation, but this powerful technology is leading the headlines...
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Intel oneAPI AI Tools and Frameworks Quick Reference

Intel oneAPI AI Tools and Frameworks Quick Reference

Download a guide with links to key resources for getting started with Intel oneAPI AI software.
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AI and HPC DevSummit 2022 Keynote: AI Software and Hardware Acceleration

AI and HPC DevSummit 2022 Keynote: AI Software and Hardware Acceleration

Intel’s AI software, tools with hardware architectures are improving AI application performance
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Is Positional Encoding Required In All Language Models?

Is Positional Encoding Required In All Language Models?

Peter Izsak is a Staff Research Scientist at Intel Labs, where he explores topics at the intersectio...
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Getting started with classical Machine Learning Frameworks using Google Colaboratory

Getting started with classical Machine Learning Frameworks using Google Colaboratory

Installing major machine learning frameworks optimized by Intel on Google Colaboratory (Colab)
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Training Causal Language Models on SDSC’s Gaudi-based Voyager Supercomputing Cluster

Training Causal Language Models on SDSC’s Gaudi-based Voyager Supercomputing Cluster

The SDSC Voyager supercomputer is an innovative AI system designed specifically for science and engi...
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Intel Labs at The Winter Conference on Applications of Computer Vision

Intel Labs at The Winter Conference on Applications of Computer Vision

Intel presents five computer vision papers that detail novel works that include a Dynamic Scene Grap...
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Top 10 Intel Labs Posts of 2022

Top 10 Intel Labs Posts of 2022

Intel Labs presented many exciting research innovations in 2022. Read for a brief description of Int...
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AI4Mat NeurIPS 2022 Workshop Recap

AI4Mat NeurIPS 2022 Workshop Recap

At NeurIPS 2022, Intel Labs researchers and academic and corporate co-organizers hosted a workshop c...
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Microsoft Azure Cognitive Service Containers on-premises with Intel Xeon Platform

Microsoft Azure Cognitive Service Containers on-premises with Intel Xeon Platform

Microsoft Azure Cognitive Services based AI Inferencing on-premises with Intel Xeon Platforms
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Art Generation with PyTorch Stable Diffusion and Habana Gaudi

Art Generation with PyTorch Stable Diffusion and Habana Gaudi

In this post, we will learn how to run PyTorch stable diffusion inference on Habana Gaudi processor,...
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Responsible AI: The Future of AI Security and Privacy

Responsible AI: The Future of AI Security and Privacy

Intel Innovation 2022: Jason Martin, Principal Engineer leading Intel Labs Secure Intelligence Team
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Intel Labs Introduces SPEAR: An Open-Source Photorealistic Simulator for Embodied AI

Intel Labs Introduces SPEAR: An Open-Source Photorealistic Simulator for Embodied AI

Intel Labs collaborated with the Computer Vision Center in Spain, Kujiale in China, and the Technica...
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Intel Labs Presents Natural Language Processing Research at EMNLP 2022

Intel Labs Presents Natural Language Processing Research at EMNLP 2022

Intel Labs presents latest research in Natural Language Processing at EMNLP.
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Writing training scripts that can run either on Gaudi, GPU, or CPU

Writing training scripts that can run either on Gaudi, GPU, or CPU

In this tutorial we will learn how to write code that automatically detects what type of AI accelera...
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Intel Labs Introduces the Open MatSci ML Toolkit

Intel Labs Introduces the Open MatSci ML Toolkit

Intel Labs has set several works in motion to further the development and application of advanced ar...
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Intel Co-Sponsors New Phase of MIT DSAIL Program for Instance-Optimized Data Systems Research

Intel Co-Sponsors New Phase of MIT DSAIL Program for Instance-Optimized Data Systems Research

A new phase of our Data Systems and Artificial Intelligence Lab (DSAIL) university research  progra...
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CUMULATIVE_THROUGHPUT Enables Full-Speed AI Inferencing with Multiple Devices

CUMULATIVE_THROUGHPUT Enables Full-Speed AI Inferencing with Multiple Devices

OpenVINO™ has enabled automatic selection of the most suitable target device for AI inferencing
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Habana this week at re:Invent ‘22

Habana this week at re:Invent ‘22

The Habana® team is excited to be at re:Invent 2022, November 28 – December 1. We’re proud that Ama...
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Memory in Artificial and Real Intelligence (MemARI) Workshop at NeurIPS 2022

Memory in Artificial and Real Intelligence (MemARI) Workshop at NeurIPS 2022

Vy Vo is a research scientist working on deep neural networks in the Brain-Inspired Computing Lab as...
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Innovation 2022: AI Productivity and Performance at Scale

Innovation 2022: AI Productivity and Performance at Scale

Highlights from Innovation 2022, panel discussion: “Productivity and Performance at Scale.”
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AI4Mat NeurIPS 2022 Workshop

AI4Mat NeurIPS 2022 Workshop

The AI for Accelerated Materials Design (AI4Mat) workshop is scheduled for December 2nd, 2022, durin...
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Solving Consumer-Facing Challenges Through Open-Source Technology

Solving Consumer-Facing Challenges Through Open-Source Technology

To the Edge and Beyond’s Gabrielle Bejarano spoke with Intel Product Engineer Sean Williams on how I...
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Transforming Intel with AI

Transforming Intel with AI

Intel’s Artificial Intelligence (AI) Solutions Group has generated USD 1.3B in business value so far...
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Habana Gaudi2 makes another performance leap on MLPerf benchmark

Habana Gaudi2 makes another performance leap on MLPerf benchmark

Today MLCommons® published industry results for their AI training v2.1 benchmark that contained an i...
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Memory-Efficient Training on Habana® Gaudi® with DeepSpeed

Memory-Efficient Training on Habana® Gaudi® with DeepSpeed

One of the key challenges in Large Language Model (LLM) training is reducing the memory requirements...
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Innovation 2022: End-to-End AI Pipeline Development and Deployment

Innovation 2022: End-to-End AI Pipeline Development and Deployment

Innovation 2022 AI Track: “Achieving efficient, productive and good quality End-to-End AI Pipelines”
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AI Hardware and Software Accelerators

AI Hardware and Software Accelerators

Wei Li talks AI Everywhere with Ronald van Loon at World Summit AI
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When Danger Calls Can AI Come to The Rescue?

When Danger Calls Can AI Come to The Rescue?

Every year people become lost or injured far from the trappings of civilization, and search and resc...
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Fine tuning GPT2 with Hugging Face and Habana Gaudi

Fine tuning GPT2 with Hugging Face and Habana Gaudi

In this tutorial, we will demonstrate fine tuning a GPT2 model on Habana Gaudi AI processors using H...
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Intel AI Optimizations Boosting Energy Conservation Efforts

Intel AI Optimizations Boosting Energy Conservation Efforts

Evaluating AI deployments and machine learning based on overall energy usage instead of just process...
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Multi-Agent Simulation: A Key Function in Inference-Time Intelligence

Multi-Agent Simulation: A Key Function in Inference-Time Intelligence

Published October 25th, 2022 Image credit: Local_doctor via Adobe Stock. Gadi Singer is Vice Preside...
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Spatio-Temporal Graphs for Long-Term Video Understanding

Spatio-Temporal Graphs for Long-Term Video Understanding

Intel Labs proposes a novel video representation method based on sparse spatio-temporal graphs which...
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Innovation 2022: AI for Social Good Hackathon

Innovation 2022: AI for Social Good Hackathon

Learn about the Intel Innovation 2022 hackathon event with the theme of “AI for Social Good.”
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Innovation 2022 Participant Experience: My First Ever Hackathon

Innovation 2022 Participant Experience: My First Ever Hackathon

My participant experience from Intel Innovation 2022 hackathon event themed: “AI for Social Good.”
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AI Everywhere: Innovation 2022 Wrap-Up

AI Everywhere: Innovation 2022 Wrap-Up

Intel Innovation 2022 featured AI topics in keynotes, session tracks, demos, workshops, & hackathons
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