Technical Blog
Tag: FP16
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Technical Walkthrough
Jun 26, 2019
Object Detection on GPUs in 10 Minutes
Object detection remains the primary driver for applications such as autonomous driving and intelligent video analytics. Object detection applications require...
21 MIN READ
Technical Walkthrough
Jun 10, 2019
Tips for Optimizing GPU Performance Using Tensor Cores
Our most popular question is "What can I do to get great GPU performance for deep learning?" We’ve recently published a detailed Deep Learning Performance...
13 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
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
Technical Walkthrough
Oct 09, 2018
Mixed Precision Training for NLP and Speech Recognition with OpenSeq2Seq
The success of neural networks thus far has been built on bigger datasets, better theoretical models, and reduced training time. Sequential models, in...
11 MIN READ