Nv-Wavenet: Better Speech Synthesis Using GPU-Enabled WaveNet Inference
WaveNets represent an exciting new neural network architecture used to generate raw audio waveforms, including the ability to synthesize very high quality speech. These networks have proven challenging...
View ArticleNsight Systems Exposes New GPU Optimization Opportunities
As GPU performance steadily ramps up, your application may be overdue for a tune-up to keep pace. Developers have used independent CPU profilers and GPU profilers in search of bottlenecks and...
View ArticleAccelerate Video Analytics Development with DeepStream 2.0
The sheer scale of the smart city boggles the mind. Tens of billions of sensors will be deployed worldwide, used to make every street, highway, park, airport, parking lot, and building more efficient....
View ArticleTensorRT 4 Accelerates Neural Machine Translation, Recommenders, and Speech
NVIDIA has released TensorRT 4 at CVPR 2018. This new version of TensorRT, NVIDIA’s powerful inference optimizer and runtime engine provides: New Recurrent Neural Network (RNN) layers for Neural...
View ArticleCoffee Break Series: NVIDIA Ansel
Coffee Break: NVIDIA Ansel Credit: From The Witcher III: Wild Hunt. Taken with Ansel by community member herocrash12 for shotwithgeforce.com NVIDIA Ansel is a powerful in-game camera that lets players...
View ArticleUsing OpenACC to Port Solar Storm Modeling Code to GPUs
Solar storms consist of massive explosions on the Sun that can release the energy of over 2 billion megatons of TNT in the form of solar flares and Coronal Mass Ejections (CMEs). CMEs eject billions...
View ArticleVideo Tutorial: Flex for Unity Plugin
NVIDIA FleX, a particle based simulation tool for real-time visual effects, has just made its debut as a plugin on the Unity Asset Store. FleX for Unity solves a significant physics challenge in game...
View ArticleDocker Compatibility with Singularity for HPC
Bare-metal installations of HPC applications on a shared system require system administrators to build environment modules for 100s of applications which is complicated, high maintenance, and time...
View ArticleIntroduction to Turing Mesh Shaders
The Turing architecture introduces a new programmable geometric shading pipeline through the use of mesh shaders. The new shaders bring the compute programming model to the graphics pipeline as threads...
View ArticleHow to Speed Up Deep Learning Inference Using TensorRT
Welcome to this introduction to TensorRT, our platform for deep learning inference. You will learn how to deploy a deep learning application onto a GPU, increasing throughput and reducing latency...
View ArticleNVIDIA Nsight Systems Adds Vulkan Support
Vulkan is a low-overhead, cross-platform 3D graphics and compute API targeting a wide variety of devices from cloud gaming servers, to PCs and embedded platforms. The Khronos Group manages and defines...
View ArticleAnnotate, Build, and Adapt Models for Medical Imaging with the Clara Train SDK
Deep Learning in medical imaging has shown great potential for disease detection, localization, and classification within radiology. Deep Learning holds the potential to create solutions that can...
View ArticleTensorFlow Performance Logging Plugin nvtx-plugins-tf Goes Public
The new nvtx-plugins-tf library enables users to add performance logging nodes to TensorFlow graphs. (TensorFlow is an open source library widely used for training DNN—deep neural network—models)....
View ArticleNeural Modules for Fast Development of Speech and Language models
As a researcher building state-of-the-art speech and language models, you need to be able to quickly experiment with novel network architectures. This experimentation may focus on modifying existing...
View ArticleUsing Nsight Compute to Inspect your Kernels
By now, hopefully you read the first two blogs in this series “Migrating to NVIDIA Nsight Tools from NVVP and Nvprof” and “Transitioning to Nsight Systems from NVIDIA Visual Profiler / nvprof,” and...
View Article
More Pages to Explore .....