All around the world, people are facing unprecedented challenges and uncertainties as a result of COVID-19. At NVIDIA Inception program, a virtual incubation startup program, which hosts 5000+ AI startups, we see an army of healthcare AI startups that have mobilized to address this global health crisis. This webinar will share real world examples on how each offering plays a critical role during this pandemic. Live event: https://www.meetup.com/Women-in-Big-Data-Meetup/events/270191555/?action=rsvp&response=3. YouTube Link: https://www.youtube.com/watch?v=QWkKINi8u4o&feature=youtu.be

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AI-POWERED HEALTHCARE SOLUTIONS AGAINST COVID-19
May 13th 8-9:30am PST | Register Now: https://bit.ly/3bs0aJq
Renee Yao
Global Healthcare AI
Startups Lead
NVIDIA
Dr. Avantika Lal,
Deep Learning and
Genomics Scientist
NVIDIA
Monica Berrondo
Founder & CEO
Macromoltek, Inc
Sahar Arshad
Co-founder & Chief
Operating Officer
CloudMedx
Sindhu Vijaya-
Raghavan
ML Team Lead
Curai

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Agenda:
 8:00-8:05am Welcome by Regina Karson
 8:05-8:20am Startups Step Up: How Healthcare AI
Startups are Taking Action During COVID-19 by Renee Yao
 8:20-8:35am Open Science for Covid-19 Genomics by Dr.
Avantika Lal
 8:35-8:50am Computational Design of Antibody Drugs
against COVID-19 by Monica Berrondo
 8:50-9:05am Using AI to Align Anticipated Demand
During COVID-19 by Sahar Arshad
 9:05-9:20am AI for COVID-19: An Online Virtual Care
Approach by Sindhu Vijaya-Raghavan
 9:20-9:30am Q&A
Organized by Stella Mashkevitch, Renee Yao, Regina Karson
AI-POWERED HEALTHCARE SOLUTIONS
AGAINST COVID-19 AGENDA
Hosted by Women In Big Data

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AI-POWERED HEALTHCARE SOLUTIONS AGAINST COVID-19
Talk Title: Startups Step Up: How Healthcare AI Startups are Taking Action
During COVID-19
Talk Description: All around the world, people are facing unprecedented
challenges and uncertainties as a result of COVID-19. At NVIDIA Inception
program, a virtual incubation startup program, which hosts 5000+ AI startups, we
see an army of healthcare AI startups that have mobilized to address this global
health crisis. This webinar will share real world examples on how each offering
plays a critical role during this pandemic.
Speaker Bio: Renee Yao leads global healthcare AI startups at NVIDIA, managing
800+ healthcare startups in digital health, medical instrument, medical imaging,
genomics, and drug discovery segments. Previously she worked as a senior product
manager and product marketing manager for AI Systems at NVIDIA.
8:05-8:20am | Talk 1
Renee Yao
Global Healthcare AI
Startups Lead
NVIDIA
LinkedIn:
https://bit.ly/2xR5lEV

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Talk Title: Open Science for Covid-19 Genomics
Talk Description: Genomic science is critical in humanity’s Covid-19 response,
from tracking the evolution of this virus to designing effective drugs. In my talk, I’ll
present an introduction to Covid-19 genomics, describing what we can learn from
the viral genome, and how DNA and RNA sequencing allows us to observe what
happens when this virus infects our cells.
Although scientists and researchers around the world are under lockdown, this
pandemic is also bringing them closer, breaking down barriers and encouraging
collaboration and open data sharing. The Covid-19 Virtual Biohackathon brought
together hundreds of biological and computational experts to research Covid-19,
collaborating online and using public data. All the research performed was open
and reproducible. I will share our findings from this event, both about Covid-19 and
about free and transparent science.
Speaker Bio: Dr. Avantika Lal is a Deep Learning and Genomics Scientist at NVIDIA
and was previously a researcher at Stanford University. She holds a PhD in genomics
and has spent ten years studying the genomics of infectious diseases and cancer.
She applies machine learning and deep learning methods to analyze the genome
sequences of humans and the pathogens that infect them, and to help develop new
and targeted medical treatments.
Dr. Avantika Lal,
Deep Learning and
Genomics Scientist
NVIDIA
LinkedIn:
https://bit.ly/2zwHCdp
AI-POWERED HEALTHCARE SOLUTIONS AGAINST COVID-19
8:20-8:35am| Talk 2

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Talk Title: Computational design of antibody drugs against COVID19
Talk Description: Monoclonal antibodies (mAb) have been harnessed by medical research to
tackle all kinds of diseases. They have seen success as treatments and preventative
measures in many diseases. Standard methods of mAb drug discovery have slow turnaround
times, however, and in the event of a new pandemic such as COVID-19, these technologies—
which universally rely on time-consuming lab work—are insufficient.
Macromoltek’s computational drug development platform is bridging the gap between
disease and treatment for COVID-19. With our platform, we can produce virus-neutralizing
antibodies against SARS-CoV-2 in a fraction of the time required for traditional methods. We
have already identified several virtual antibody therapeutic candidates which are undergoing
in vitro and in vivo testing over the next few months, before progressing towards clinical
trials.
Speaker Bio: Monica Berrondo, Ph.D., is an entrepreneur, scientist, and software engineer.
Her expertise lies in using computational approaches to complex scientific problems, in
particular, using algorithms for drug discovery and protein design. Macromoltek is a biotech
company using innovative methods to improve research outcomes and reducing the cost
associated with drug discovery through computational modeling. She completed her doctoral
degree in Chemical Engineering at the Johns Hopkins University, where she received the
NIH’s prestigious Ruth L. Kirschstein fellowship to conduct her doctoral research studying the
effects of mutations on protein structure and function. Dr. Berrondo has led Macromoltek
through Phase I and II SBIR grants from the NSF and the Y Combinator accelerator in Winter
2018. Monica strives to build a better world by bringing together a multi-disciplinary team to
work on big problems.
Monica Berrondo
Founder & CEO
Macromoltek, Inc
LinkedIn:
https://bit.ly/2Ahtt4q
AI-POWERED HEALTHCARE SOLUTIONS AGAINST COVID-19
8:35-8:50am | Talk 3

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Talk Title: Using AI to Align Anticipated Demand During COVID-19
Talk Description:
Summary - Using AI to align anticipated demand for medical supplies by location, ensuring hospitals are properly resourced to
effectively treat those infected with COVID-19; at the same time providing tools to individuals for increased access to referenced
material for education and risk assessment.
Rates of COVID-19 are spreading at a considerable rate. At CloudMedx, we believe in planning ahead. CloudMedx has tools that
assist states, cities, hospitals, and employees to plan ahead so that resources are delivered when and where needed. CloudMedx's
Surge Predictor acts like an air traffic control for nationwide logistics and distribution of medical resources and equipment, down
to the state, city, and hospital-level. Using AI to process massive amounts of data from public and proprietary sources in real-
time, CloudMedx reduces the time between identifying an inbound patient’s needs and ensuring that medical resources are
properly allocated, because a patient’s needs may not align with what the closest hospital is able to provide.
With a visual interface customizable to individual stakeholder needs, the Surge Predict Command Center provides details on the
pandemic’s duration, its attack rate (i.e. the percentage of the population that will contract COVID-19) and surge prediction date
by location, in order to anticipate the number of patients that will be admitted at the state, city, and hospital-level, as well as
the number of ICU beds (capacity) that will be needed for a specific surge moment by location. This overview offers vital capacity
planning information for administrators, as well as for patients who are deciding which hospital to visit.
Speaker Bio: Sahar Arshad is the co-founder and Chief Operating Officer of CloudMedx, the company that turns data and AI
insights into the delivery of personalized healthcare. CloudMedx works with some of the top health systems in the
U.S. including UCSF, Dignity Health, and Mount Sinai, and has won many awards in the space including GITEX 2019 Most Connected
Healthcare Solution, Exponential Medicine 2018 Most Convergent company, and Cisco Global Disruptors award among others. As a
recognized global leader in healthcare AI, CloudMedx has been featured in numerous industry reports including Forbes, CB Insights
AI 100, MedGadget, Medical Futurist, Beckers Hospital Review etc. Sahar has over 15 years of experience in technology
development and management for software, hardware, and health-tech companies. She has provided mentorship for the YC
Fellowship program and is one of the early representatives of PWiC Silicon Valley Chapter - a global community of women in
technology fields. At CloudMedx, she has been instrumental in large-scale enterprise deployments and partnerships with leading
health systems, payers, and technology companies.
Sahar Arshad
Co-founder & Chief
Operating Officer
CloudMedx
LinkedIn:
https://bit.ly/2ztMyzK
AI-POWERED HEALTHCARE SOLUTIONS AGAINST COVID-19
8:50-9:05am | Talk 4

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Talk Title: AI for COVID-19: An Online Virtual Care Approach
Talk Description: The outbreak of COVID-19 has placed unprecedented demands and stress
on the healthcare system. As COVID-19 continues to spread throughout the world, traditional
health care continues to struggle to deal with these demands and serve patients in a timely
manner. As a result, there has been a drastic shift towards adopting virtual care and
telemedicine in the wake of these unprecedented times. At Curai, we are building a
telemedicine platform with the mission to scale healthcare access to everyone. Our
approach to virtual care involves integrating AI with practitioners for delivering affordable
and quality care to patients. In this talk, I will discuss our AI based approach to COVID-19
virtual care.
Speaker Bio: Sindhu Raghavan leads the machine learning team at Curai, a health-tech
startup using AI to provide the world’s best healthcare to everyone. Prior to joining Curai,
Sindhu has held research and engineering positions at Netflix and Samsung Research. She
holds a PhD in machine learning and natural language processing from the University of
Texas at Austin. Her interests and work spans across several areas of machine learning
including recommender systems, natural language processing, deep learning, and statistical
relational learning.
Sindhu Vijaya-
Raghavan
ML Team Lead
Curai
LinkedIn:
https://bit.ly/35VszX6
AI-POWERED HEALTHCARE SOLUTIONS AGAINST COVID-19
9:05-9:20am | Talk 5

8. Renee Yao | Global Healthcare AI Startups Lead, NVIDIA | May 13th 2020
Startups Step Up: How Healthcare AI Startups
are Taking Action During COVID-19

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NVIDIA – the AI Computing Company
HPC, AI, and GPUs in Healthcare
COVID-19 Response
NVIDIA Response + Startups Innovation
Resources + Next Steps
Learn + Do
AGENDA

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NVIDIA
AT THE INTERESCTION OF GRAPHICS, HPC, AI
GRAPHICS | HPC | AI

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NVIDIA
ONE ARCHITECTURE — MULTIPLE DOMAINS
Gaming
$150B
Cloud Computing
$230B
Transportation
$10T
Manufacturing
$14T
Healthcare
$7T
GRAPHICS | HPC | AI

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NVIDIA AI COMPUTING PLATFORM
CUDA
CUDA-X
RTX
DRIVE
Cars
FULL STACK CLOUD TO EDGE SYSTEMSX-FACTOR / SPEED-UP
GPU
CPU
EVERYWHERE
ISAAC
Robot
GFN HPC AI ML
METRO
Factory
AERIAL
5G
CLARA
Health
AGXEGX
HGXDGX
CSP OEM

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AI RENAISSANCE
WRITING
DIALOG
TRANSLATION
SUMMARIZATION
Q&A
CLASSIFICATION
2012 2018
BERT
TRANSFORMER
ALEXNET
CNN
3D POSE
DENOISING
SEGMENTATION
OBJECT RECOGNITION
CLASSIFICATION
IMAGE GENERATION
“See” “Understand”

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NVIDIA
A DECADE IN HEALTHCARE
2010 2015
AI
GRAPHICS
& HPC
DESKTOP
SEQUENCING
AMNIOSCOPIC
RENDERING
CT RECON
AI MITOSIS DETECTION
HIV-1 CAPSID
ULTRASOUND 4D
PROJECT CLARA
GANS MRI CCDS
CLARA AI
FRAMEWORK
BRATS CHALLENGE
EJECTION
FRACTION
CLARA AGX DEVELOPER KIT

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CUDA-X
Clara Imaging Clara Parabricks
NVIDIA CLARA APPLICATION FRAMEWORK
https://developer.nvidia.com/clara
Ecosystem Partners | 3rd Party Applications

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NVIDIA COVID-19
RESPONSE

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COVID-19 PANDEMIC
Worldwide Spread Since November

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NVIDIA RESPONSE TO COVID-19
Stay Safe. Stay Healthy. Stay Home. Give Back
NVIDIA CEO Jensen Huang Letter To Employees
“There is no layoff.”
Empowering NVIDIANS to Give back
4x Match | NVIDIA Foundation

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NVIDIA GPU, HPC, AI EXPERTISE TO COVID-19 BATTLE
Research Expertise + Crowdsource Computing
Folding@Home Gets 1.5 Exaflops to Fight COVID-19
700,000 home PCs to help crack the code on the coronavirus
NVIDIA Joins HPC Consortium
With the US Government, Industry Leaders, and Academia
400 petaflops of compute performance

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FREE & AVAILABLE INNOVATION AGAINST COVID-19
Free Genome Software + Open Source Ventilator Design
Free Access to NVIDIA Clara Parabricks
Free for 90 days to accelerate genome sequencing analysis up to 50x faster
Open Source, Low Cost Ventilator Design
Parts to functional in 5 mins | $400 instead of $20,000
NVIDIA Chief Scientist Bill
Dally built the first prototypes
of his design in his home
workshop.

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REMOTE BUT TOGETHER
The New and Unfamiliar is Where the Breakthroughs Happen
Work Remote with NVIDIA
Do your life’s work from anywhere
Startups Answer the Call
200 startups fighting COVID-19 among 6000 AI startups globally

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POWERING HUMAN INGENUITY TO COUNTER COVID-19
Fighting COVID-19 Together
Open Source, Low Cost
Ventilator Design
Work Remote
with NVIDIA
Startups
Answer the Call
Free Access to
NVIDIA Clara Parabricks
Empowering NVIDIANS
to Give back
NVIDIA Joins HPC Consortium
With The US Government
Folding@Home Gets
1.5 Exaflops to Fight COVID-19
NVIDIA CEO Jensen Huang
Letter To Employees
https://www.nvidia.com/en-us/covid-19/

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COMPUTE4COVID | TUESDAYS 8AM PST
This series of technical talks cover how NVIDIA HPC and AI tools can be used and how technology
developed by leading startups is contributing to the worldwide effort against COVID-19.
Using GPUs to Analyze COVID-19
Short Read Sequencing Data
Healthcare AI Startups
Against COVID-19
Clara SDKs Enabling Training
Through Development for
COVID-19 Research
GPU Accelerated Biomolecular
Simulations and
AI-Powered Chemistry
GPU Accelerated Biomolecular
Simulations and AI-Powered
Chemistry
Oxford Nanopore Sequencing
for COVID-19 Monitoring
Accelerate COVID-19 Global
Forecasting with
NVIDIA Kaggle Grandmasters
Containerizing Life Sciences
Applications for Portability
Across Supercomputers
https://bit.ly/3fJWmqi

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COVID-19 STARTUPS

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Network with fellow startups, venture capitalists, and industry leaders at exclusive
Inception events
Access co-marketing support from NVIDIA marketing channels
Receive support from a prestigious network of incubators and accelerators around the
world
GO-TO-MARKET SUPPORT
Redeem free credits for self-paced online trainings through the NVIDIA Deep Learning Institute
(DLI), the premier platform for AI and deep learning education
Benefit from unlimited access to the NVIDIA Developer Forums—built for technical inquiries
and community engagement
EXPERTISE
Qualify for promotions on a wide range of hardware products through our network
of distributors
Get industry-leading technical guidance on which GPU-accelerated platforms, tools, and
hardware are best suited for your needs
Access GPU compute in the cloud through NVIDIA partners, including AWS, Oracle,
and Microsoft
TECHNOLOGY
As your business begins to mature and scale, your needs will change. Select startups will be
invited to join Inception Premier and receive increased NVIDIA marketing support, access to
Premier-only member events, and a dedicated NVIDIA relationship manager.
Join the community of over 5,000 startups today at www.nvidia.com/inception
NVIDIA INCEPTION
NVIDIA engages closely with the startup and venture
capital ecosystems through NVIDIA Inception, a virtual
accelerator that nurtures cutting-edge AI startups that
are revolutionizing industries through the application or
advancement of accelerated computing technologies.

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NVIDIA INCEPTION
870
Healthcare AI Startups Globally
Medical Imaging
Medical Instruments
Genomics
Drug Discovery
Medical Analytics

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Intelligent Video Analytics
Infrared imaging software market and it is poised to grow by USD 830.44 million during 2020-2024,
progressing at a CAGR of almost 12% during the forecast period. - TechNavio
Medical Devices
Infectious disease diagnostics startups were a focal point of Q1’20 funding. – CB Insights
Medical Imaging
Uncertainty in imaging volume in short term; AI is here to stay; Prepare for post-COVID surge. - RSNA
Mental Health
Mental health startups raised a record $576M. – surpassing the prior quarterly record by over 60%. – CB
Insights
Genomics
The NGS-based RNA-sequencing market size is projected to reach USD 4.2 billion by 2024 from USD 1.7
billion in 2019, at a CAGR of 20.0%. – ResearchAndMarkets
Drug Discovery
Drug Discovery informatics market can grow by 11.5% CAGR during the forecast period of 2018 to 2023. –
Market Research Future
Analytics
The global healthcare analytics market report presents the overall significant growth of the global market
that will be holding a dominant market share with a market value of USD 12, 126.70 million in the year 2018
and it is showing a constant growth at a CAGR OF 27.1% over the forecast period till 2024. - Mad Gadget
TeleHealth
Amid the Covid-19 pandemic, both telehealth deals and news mentions doubled from Q4’19. Telehealth
deals reached a record high in Q1'20. – CB Insights
COVID-19 HEALTHCARE TRENDS

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IMPROVE PUBLIC SAFETY & PATIENT CARE
With Intelligent Video Analytics
Whiteboard Coordinator
Fever & Mask Detection
US
SmartCow
Gloves Detection + more
France, Switzerland
Ouva
Remote Monitoring
Netherlands
TeiaCare
Fall Prevention
Italy & Spain

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INTELLIGENT INSTRUMENTS AND DEVICES
Portable. Timely. AI Powered.
MiniION
Highly Portable, Real Time
Device to Monitor Infectious
Disease Outbreaks
Viral Genome < 7 hours
Caption Health
AI-based Heart
Ultrasound Guidance
90 Types of Real Time
Instructions and Feedback
Aiforia
AI-enabled
Digital Pathology
Speeds Drug and
Vaccine Development
Kiwibot
AI-powered
Deliver Robots
5000+ Meals Delivered
Since COVID-19

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MEDICAL IMAGING
AI is Here to Stay
AI Startups
Globally
Medical Open Network For AI ConsortiumOpen Data
quibim
https://monai.io/
https://owkin.com/covid-19/
https://imagingcovid19ai.eu/https://www.trainingdat
a.io/blog/tag/covid-19/

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MENTAL HEALTH
AI is Here to Help | #JustCheckingIn
Am Mindfulness LivNao Technologies
Healum FaceMe Psylaris
Aifred

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PUTTING AI AND HPC TO WORK AGAINST CORONAVIRUS
Containment, Mitigation, Treatment, New Normal
Genomics Drug Discovery TeleHealthAnalytics

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NVIDIA CUDA-X
NVIDIA Clara Application Framework
NVIDIA CLARA APPLICATION FRAMEWORK
https://developer.nvidia.com/clara
Video
Analytics
Intelligent
Devices
Medical
Imaging
Mental
Health
Tele
Health
Data
Science
Genomics
Drug
Discovery

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NVIDIA AI
Computing Platform

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APPS &
FRAMEWORKS
CUDA-X &
NVIDIA SDKs
NVIDIA AI AND HPC PLATFORM
Single Platform Drives Utilization and Productivity
CUDA & CORE LIBRARIES - cuBLAS | NCCL
DEEP LEARNING
cuDNN
HPC
cuFFTOpenACC
+600
Applications
Amber
NAMD
CUSTOMER
USE CASES Speech Translate Recommender
SCIENTIFIC APPLICATIONS
Molecular
Simulations
Weather
Forecasting
Seismic
Mapping
CONSUMER INTERNET & INDUSTRY APPLICATIONS
ManufacturingHealthcare Finance
MACHINE LEARNING
cuMLcuDF cuGRAPH cuDNN CUTLASS TensorRT
VIRTUAL GPU
VIRTUAL GRAPHICS
Creative &
Technical
Knowledge
Workers
vDWS vPC vAPPS
TESLA GPUs
& SYSTEMS
EVERY MAJOR CLOUDTESLA GPU NVIDIA HGXNVIDIA DGX FAMILY EVERY OEM

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END-TO-END PRODUCT FAMILY
DESKTOP
TITAN/
GeForce
WORKSTATION
DGX Station
DATA CENTER
Tesla V100/T4
AUTOMOTIVE
Drive AGX Pegasus
VIRTUAL
WORKSTATION
Virtual GPU
SERVER
PLATFORM
HGX1/
HGX2
HPC / TRAINING INFERENCE
EMBEDDED
Jetson AGX Xavier
DATA CENTER
Tesla V100
Tesla T4
FULLY INTEGRATED AI SYSTEMS
DGX-1 DGX-2

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ACCELERATING EVERY CLOUD
K520 K80 P40 M60 P4 P100 T4 V100 NGC
Alibaba Cloud     
AWS      
Baidu Cloud    
Google Cloud      
IBM Cloud    
Microsoft Azure      
Oracle Cloud   
Tencent Cloud    
Over 30 Offerings Across USA and China

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P100
(SXM2)
P100
(PCIE)
P40 P4 T4
V100
(PCIE)
V100
(SXM2)
V100
(FHHL)
GPU CHIP GP100 GP100 GP102 GP104 TU104 GV100 GV100 GV100
PEAK FP64 (TFLOPs) 5.3 4.7 NA NA NA 7 7.8 6.5
PEAK FP32 (TFLOPs) 10.6 9.3 12 5.5 8.1 14 15.7 13
PEAK FP16 (TFLOPs) 21.2 18.7 NA NA 65 112 125 105
PEAK TOPs NA NA 47 22 260 NA NA NA
Memory Size 16 GB HBM2
16/12 GB
HBM2
24 GB
GDDR5
8 GB
GDDR5
16 GB
GDDR6
32 GB
HBM2
32 GB
HBM2
16GB HBM2
Memory BW 732 GB/s
732/549
GB/s
346 GB/s 192 GB/s 320GB/s 900 GB/s 900 GB/s 900 GB/s
Interconnect
NVLINK +
PCIe Gen3
PCIe Gen3 PCIe Gen3 PCIe Gen3 PCIe Gen3 PCIe Gen3
NVLINK +
PCIe Gen3
PCIe Gen3
ECC
Internal +
HBM2
Internal +
HBM2
GDDR5 GDDR5 GDDR6
Internal +
HBM2
Internal +
HBM2
Internal +
HBM2
Form Factor SXM2
PCIE Dual
Slot
PCIE Dual
Slot
PCIE LP PCIE LP
PCIE Dual
Slot
SXM2
PCIE Single
Slot Full
Height Half
Length
Power 300 W 250 W 250 W 50-75 W 70 W 250W 300W 150W
TESLA PRODUCTS DECODER

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GTC DIGITAL KEYNOTE
Originally scheduled for March 23, the GTC 2020 keynote
was postponed due to the coronavirus pandemic. NVIDIA
moved the conference online, where the GTC
Digital event has attracted more than 45,000 registered
attendees who have participated in 300 recorded talks
and dozens of instructor-led sessions.
https://www.youtube.com/nvidia
Announcements included in the keynote will be posted
at nvidianews.nvidia.com.
May 14th 6am PST
What’s Jensen Been Cooking?

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FOR MORE INFO
Compute4COVID NVIDIA Inception ProgramHealthcare On Tap Series
NVIDIA COVID-19 Webpage Deep Learning InstituteDownload Parabricks