NVIDIA Investor Conference Presentation Deck
GENETIC VARIANT
DETECTION
Deep Learning Variant Calling
NVIDIA Clara & Google DeepVariant
VIRTUAL DRUG
SCREENING
Docking 40B Compounds
UBC DeepDocking
ARTIFICIAL INTELLIGENCE -
THE MOST POWERFUL TECHNOLOGY FORCE OF OUR TIME
PROTEIN STRUCTURE
PREDICTION
Experimental Accuracy
Google AlphaFold
CYS 107
DRUG
DISCOVERY
1,000X Faster Simulations
Caltech OrbNet
A
remained hyp
was inserted Su
An arterial line TREATMENT
Piptazo TREATME
Hemodynamics were supported with levop
crystalloids TREATMENT
blood and urine cultures TEST were dr
had normalized
BIOMEDICAL & CLINICAL
NLP
State-of-the-Art Language Model
NVIDIA BioMegatron BioBERT
COMPUTATIONAL
MICROSCOPE
Atomic Molecular Simulation
UCSD NAMD & ANL DeepDrive MD
Experimental Accuracy | Prediction | Simulation
10
5
0
COMPUTATIONAL DEMAND FOR AI DRIVEN DRUG DISCOVERY
(petaFLOPS per organization)*
2016
2018
TOTAL
HPC+AI
2020
Al
HPC
CV
ML
NLP
AlphaFold
DeepVariant
Generative Models
*Source: NVIDIA estimated - assumes a computational pipeline that identifies 10 disease targets,
screens 1M compounds per target (inc. virtual & HCS) and 500 simulations per targetView entire presentation