NVIDIA AI Tech Workshop at NEURIPS

Sunday, December 2, 2018 | 8:00 AM – 12:30 PM
Palais des Congrès de Montréal, Room 511C Montréal CANADA

GPU-accelerated computing is transforming the landscape of computational science and AI. Come connect with the leading researchers and engineers from NVIDIA as we explore the future of GPU computing, provide the latest analysis of NVIDIA’s AI platforms, and demo our software.

TOPICS

This half-day workshop features six mini-sessions covering software, frameworks, and hardware.  

Session One:
Improvements to the Core

NVIDIA® CUDA® Graphs, WMMA
NVIDIA CUDA Deep Neural Network library (cuDNN)

  • Performance Over-Time Tensor Cores
  • FP32 Fast Math
  • Small Batch Improvement
  • Attention Support

Session Two:
Productivity Tools for Your Research

Precision Training and Success Stories
Open Seq2Seq: NLP and Speech Toolkit for TensorFlow

Session Three:
Inference and Quantization

Quantized Inference
NVIDIA TensorRT 5 and TensorFlow Integration
Inference Server

Session Four:
Machine Learning with RAPIDS

 

Session Five:
Applied Deep Learning

NVIDIA Research
Building Speech Recognition with Synthetic Speech
Optimization of training neural collaborative filtering systems

Session Six:
Open Source Contributions

NV Rich in OSS contributions: DLA, CUTLASS, DALI, NCCL, AMP, OS2S, FWs, Research, Models: MaskRCNN, Transformer, GNMT

NVIDIA PRESENTERS

Bryan Catanzaro

BRYAN CATANZARO

NVIDIA
VP, Applied Deep Learning

Stephen Jones

STEPHEN JONES

NVIDIA
Principal Software Architect

Dilip Sequeira

DILIP SEQUEIRA

NVIDIA
Principal Engineer, TensorRT

Kari Briski

KARI BRISKI

NVIDIA
Senior Director, Accelerated Computing Software and AI Product

Josh Patterson

JOSH PATTERSON

NVIDIA
Director, AI Infrastructure

Chip Huyen

CHIP HUYEN

NVIDIA
Deep Learning Engineer

Carl Case

CARL CASE

NVIDIA
Architect

Levs Dolgovs

LEVS DOLGOVS

NVIDIA
Developer

Ting Chun Wan

TING-CHUN WANG

NVIDIA
Research Scientist

Ujval Kapasi

UJVAL KAPASI

NVIDIA
Senior Director, Software & Engineering

EVENT IS FREE AND OPEN TO THE PUBLIC BUT REQUIRES REGISTRATION