Technical Blog
Tag: Volta
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Technical Walkthrough
Jul 02, 2019
Case Study: ResNet50 with DALI
Let’s imagine a situation. You buy a brand-new, cutting-edge, Volta-powered DGX-2 server. You’ve done your math right, expecting a 2x performance increase...
11 MIN READ
Technical Walkthrough
Apr 16, 2019
Machine Learning Acceleration in Vulkan with Cooperative Matrices
Machine learning harnesses computing power to solve a variety of ‘hard’ problems that seemed impossible to program using traditional languages and...
8 MIN READ
Technical Walkthrough
Apr 02, 2019
Tensor Core Programming Using CUDA Fortran
The CUDA Fortran compiler from PGI now supports programming Tensor Cores with NVIDIA’s Volta V100 and Turing GPUs. This enables scientific programmers using...
12 MIN READ
Technical Walkthrough
Mar 13, 2019
Speeding Up Semantic Segmentation Using MATLAB Container from NVIDIA NGC
Gone are the days of using a single GPU to train a deep learning model. With computationally intensive algorithms such as semantic segmentation, a single GPU...
8 MIN READ
Technical Walkthrough
Jan 30, 2019
Video Series: Mixed-Precision Training Techniques Using Tensor Cores for Deep Learning
Neural networks with thousands of layers and millions of neurons demand high performance and faster training times. The complexity and size of neural networks...
5 MIN READ
Technical Walkthrough
Jan 23, 2019
Using Tensor Cores for Mixed-Precision Scientific Computing
Double-precision floating point (FP64) has been the de facto standard for doing scientific simulation for several decades. Most numerical methods used in...
9 MIN READ