Technical Walkthrough 0

Accelerating High-Volume Manufacturing for Inverse Lithography Technology

Learn about our joint effort in porting the ILT engine to GPU. We also identify future areas for EDA and mask inspection tool vendors to address for ILT to be adopted at logic foundries. 6 MIN READ
Technical Walkthrough 0

Fast Fine-Tuning of AI Transformers Using RAPIDS Machine Learning

Find out how RAPIDS and the cuML support vector machine can achieve faster training time and maximum accuracy when fine-tuning transformers. 7 MIN READ
Technical Walkthrough 1

Choosing a Server for Deep Learning Training

Learn about the characteristics of various accelerated workload categories and the system features needed to run them. 8 MIN READ
Technical Walkthrough 0

Training a Recommender System on DGX A100 with 100B+ Parameters in TensorFlow 2

Learn how using the combination of model parallel and data parallel enables practitioners to train large-scale recommender systems in minutes instead of days. 13 MIN READ
Technical Walkthrough 1

Doubling all2all Performance with NVIDIA Collective Communication Library 2.12

The NCCL 2.12 release significantly improves all2all communication collective performance, with the PXN feature. 8 MIN READ
Technical Walkthrough 0

Deep Learning vs Machine Learning Challenger Models for Default Risk with Explainability

This post details the credit default risk prediction with deep learning and machine learning models. 18 MIN READ