Deep Learning Hyperparameter Optimization with Competing Objectives

Research, Financial Services, Machine Learning & Artificial Intelligence

Nadeem Mohammad, posted Aug 07 2017

Learn how to use SigOpt’s Bayesian optimization platform to jointly optimize competing objectives in deep learning pipelines on NVIDIA GPUs more than ten times faster than traditional approaches like random search.

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Speed to Safety: Autonomous RC Car Aids Emergency Evacuation

Research, Automotive, Autonomous, cuDNN, Image Recognition, Jetson, Machine Learning & Artificial Intelligence, Quadro, TensorRT, Tesla

Nadeem Mohammad, posted Aug 04 2017

By Abhinav Ayalur, Isaac Wilcove, Lynn Dang, Ricky Avina The alarm is ringing. You smell smoke and see people running for the exit, but you don’t do the same. Why? Because you’re the fire marshal.

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Major Upgrade to National Institutes of Health Supercomputer

Research, Bioinformatics & Genomics, Cluster/Supercomputing, Computational Chemistry, Government/National Labs, Healthcare & Life Sciences, Tesla

Nadeem Mohammad, posted Aug 03 2017

The Biowulf supercomputer at the National Institutes of Health (NIH) received an upgrade with the addition of 144 NVIDIA GPUs to help researchers discover new cures and save lives.

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Intelligent Trash Pick-Up Robots Coming to an Office Near You

Research, Autonomous, cuDNN, Jetson, Machine Learning & Artificial Intelligence, Quadro, Robotics, Tesla

Nadeem Mohammad, posted Aug 03 2017

By Mark Theis, Michael Chacko, Ishan Mitra, Shruthi Jaganathan While you’re probably used to throwing away your own trash (hopefully), there’s no reason to with modern artificial intelligence (AI).

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App Uses Deep Learning to Automatically Retouch Photos Before You Take Them

Research, Computational Photography, cuDNN, GeForce, Higher Education/Academia, Image Recognition, Machine Learning & Artificial Intelligence, Media & Entertainment

Nadeem Mohammad, posted Aug 02 2017

At this week’s SIGGRAPH conference, researchers from MIT and Google presented a new deep learning system that automatically retouches your photos like a professional photographer in real-time, before you even take them.

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Coming Right Up! High Schoolers Build Indoor Delivery Robot with NVIDIA Jetson TX2

Research, Autonomous, DIGITS, Jetson, Machine Learning & Artificial Intelligence, Robotics, TensorRT

Nadeem Mohammad, posted Aug 02 2017

By Grace Lam, Mokshith Voodarla, Nicholas Liu How long does it take to program an office delivery robot? Apparently, less than seven weeks.

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Building Cross-Platform CUDA Applications with CMake

Research, CUDA

Nadeem Mohammad, posted Aug 01 2017

Cross-platform software development poses a number of challenges to your application’s build process. How do you target multiple platforms without maintaining multiple platform-specific build scripts, projects, or makefiles?

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Generating Expressive 3D Facial Animations From Audio

Events, Research, cuDNN, GeForce, Machine Learning & Artificial Intelligence, Media & Entertainment, Signal/Audio Processing

Nadeem Mohammad, posted Jul 26 2017

Researchers from NVIDIA and the independent game developer Remedy Entertainment developed an automated real-time deep learning technique to create 3D facial animations from audio with low latency.

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Inferencing Images 100x Faster with GPUs and TensorRT

Research, Higher Education/Academia, Image Recognition, Machine Learning & Artificial Intelligence, Robotics, TensorRT, Tesla

Nadeem Mohammad, posted Jul 25 2017

At this week’s Computer Vision and Pattern Recognition conference, NVIDIA demonstrated how one Tesla V100 running NVIDIA TensorRT can perform a common inferencing task 100X faster than a system without GPUs.

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Top AI Researchers Receive First NVIDIA Tesla V100s

Events, Features, Research, CUDA, cuDNN, Higher Education/Academia, Machine Learning & Artificial Intelligence, TensorRT, Tesla

Nadeem Mohammad, posted Jul 24 2017

At this week’s Computer Vision and Pattern Recognition conference in Honolulu, NVIDIA CEO Jensen Huang surprised a group of elite deep learning researchers at CVPR to unveil the NVIDIA Tesla V100, our latest GPU, based on our Volta architecture, by p

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