NVIDIA GPU CLOUD - Deep Learning Everywhere
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Transcript of NVIDIA GPU CLOUD - Deep Learning Everywhere
Current DIY deep learning environments are complex and time consuming to build, test and maintain
Development of frameworks by the community is moving very quickly
Requires high level of expertise to manage driver, library, framework dependencies
NVIDIA Libraries
NVIDIA Docker
NVIDIA Driver
NVIDIA GPU
Open Source
Frameworks
CHALLENGES WITH DEEP LEARNING
Innovate in minutesRemoves all the DIY complexity
Deep learning across platformsRuns locally on DGX or on AWS
Always up to dateMonthly releases for maximum performance
Deep Learning Everywhere, For Everyone
NVIDIA GPU CLOUD (NGC)
Simplify deployment of GPU-accelerated applications
Isolate individual frameworks or applications
Share, collaborate, and test applications across different environments
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INNOVATE IN MINUTES
LEARN MORE
TITAN XAvailable via retail in
200+ countries
DGX-1The appliance for instant
productivity
TESLAServers in every shape and size
CLOUDEverywhere
NGC IS A HYBRID CLOUD STRATEGY
TF Tuned SW
NVIDIA Docker
CNTK Tuned SW
NVIDIA Docker
Caffe2 Tuned SW
NVIDIA Docker
PyTorch Tuned SW
NVIDIA Docker
CUDA RTCUDA RTCUDA RTCUDA RT
Linux Kernel + CUDA Driver
Tuned SW
NVIDIA Docker
CUDA RT
Other
Frameworks
and Apps. . .
Monthly Framework Releases with NVIDIA Optimizations
ALWAYS UP TO DATE
DOWNLOAD TECHNICAL OVERVIEW
Greater than 10x Performance on
Volta vs K80
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K80 V100 TC
GPU Generational Training Scaling
ResNet-152 Training, 8x K80 (16 GPUs total) compared with 8x V100 NVLink GPUs using NVIDIA 17.10 containers
MAXIMIZING PERFORMANCE ON VOLTA
NGC container registry now available for 1 to 8 Volta GPUs on Amazon EC2
NVIDIA Volta Deep Learning AMI on AWS Marketplace
AVAILABLE NOW WITH VOLTA ON AWS
Pull containerDeploy imageSign up
To get an NGC account, go to:
ngc.nvidia.com
Pick your desired framework (TensorFlow, PyTorch, MXNet, etc.), and pull the container into your P3 instance
On Amazon EC2, choose a P3 instance and deploy the NVIDIA Volta Deep Learning AMI for NGC
GETTING STARTED
NVIDIA GPU CLOUD FOR DEEP LEARNING
Innovate In Minutes
Deep Learning Across
Platforms
Always Up To Date
To learn more, watch a getting started video and download the NGC Deep Learning Technical Overview at:
nvidia.com/cloud
To sign up for an account at no charge, go to:
ngc.nvidia.com
Sign Up and Start a Deep Learning Job in Minutes
GET STARTED NOW WITH NGC