New Update to the NVIDIA Deep Learning SDK Now Help Accelerate Inference

Features, News, Research, Automotive, Autonomous, Embedded, Image Recognition, Machine Learning & Artificial Intelligence, Signal / Audio Processing

Nadeem Mohammad, posted Sep 13 2016

The latest update to the NVIDIA Deep Learning SDK includes the NVIDIA TensorRT deep learning inference engine (formerly GIE) and the new NVIDIA Deep Stream SDK. TensorRT delivers high performance inference for production deployment of deep learning applications. The latest release delivers up to 3x more throughput, using 61% less memory with new INT8 optimized

Read more

NVIDIA Helping Developers Get Started with Deep Learning

News, Research, Automotive, Higher Education / Academia, Image Recognition, Machine Learning & Artificial Intelligence, Medical and Life Sciences, Robotics

Nadeem Mohammad, posted Sep 13 2016

From self-driving cars to medical diagnostics, deep learning powered artificial intelligence is impacting nearly every industry. In 2015, NVIDIA’s Deep Learning Institute delivered more than 16,000 hours of training to help data scientists and developers master this burgeoning field of AI – and the need for deep learning training is rapidly growing. In the next

Read more

JetPack 2.3 with TensorRT Doubles Jetson TX1 Deep Learning Inference

Features, Autonomous Vehicles, Computer Vision, Deep Learning, Embedded, Jetson TX1, Robotics

Nadeem Mohammad, posted Sep 12 2016

Deep Neural Networks (DNNs) are a powerful approach to implementing robust computer vision and artificial intelligence applications. NVIDIA Jetpack 2.3, released today, increases run-time performance of DNNs in embedded applications more than two-fold using NVIDIA TensorRT (formerly called GPU Inference Engine or GIE). With up to 20x higher power efficiency than an Intel i7 CPU during inference workloads, NVIDIA’s 1

Read more

New Pascal GPUs Accelerate Inference in the Data Center

Features, Datacenter, Hyperscale, pascal, Tesla

Nadeem Mohammad, posted Sep 12 2016

Artificial intelligence is already more ubiquitous than many people realize. Applications of AI abound, many of them powered by complex deep neural networks trained on massive data using GPUs. These applications understand when you talk to them; they can answer questions; and they can help you find information in ways you couldn’t before. Pinterest image

Read more

Latest NVIDIA JetPack Developer Tools Will Double Your Deep Learning Performance

Features, News, Research, CUDA, cuDNN, Embedded, Image Recognition, Jetson, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted Sep 12 2016

Today NVIDIA released a major update of the JetPack SDK with new developer tools and libraries that doubles the performance of deep learning applications on the Jetson TX1 Developer Kit, the world’s highest performance platform for deep learning on embedded systems. JetPack 2.3 is available as a free download and is focused on making it

Read more