Technical Blog
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Technical Walkthrough
Apr 23, 2021
Similarity in Graphs: Jaccard Versus the Overlap Coefficient
There is a wide range of graph applications and algorithms that I hope to discuss through this series of blog posts, all with a bias toward what is in RAPIDS…
12 MIN READ
Technical Walkthrough
Mar 12, 2021
Using RAPIDS with PyTorch
In this post we take a look at how to use cuDF, the RAPIDS dataframe library, to do some of the preprocessing steps required to get the mortgage data in a…
10 MIN READ
Technical Walkthrough
Dec 03, 2020
Grandmasters Series: Learning from the Bengali Character Recognition Kaggle Challenge
Handwritten character recognition is one of the most quintessential deep learning (DL) problems. One of the oldest and still widely used benchmark datasets for…
7 MIN READ
Technical Walkthrough
Nov 05, 2020
Building an Accelerated Data Science Ecosystem: RAPIDS Hits Two Years
GTC Fall 2020 marked the second anniversary of the initial release of RAPIDS. Created out of the GPU Open Analytics Initiative (GoAi) aimed at making…
10 MIN READ
Technical Walkthrough
Sep 26, 2018
Scaling Deep Learning Training with NCCL
NVIDIA Collective Communications Library (NCCL) provides optimized implementation of inter-GPU communication operations, such as allreduce and variants.
6 MIN READ