SC 2020: Virtual Event / Atlanta, Georgia, USA

ACM Gordon Bell finalists

Constraints & physics in machine learning

I/O

Quantum simulation

Sparsity in deep learning

Memory efficient deep learning

Molecular dynamics & material science

Networks

Tools

AI for IT

Communication & networks

GPU-accelerated applications

System software at scale

Distributed deep learning

Exascale and beyond

Floating-point accuracy

Programmable parallelism

GPU algorithms and optimizations

Porting applications to specific hardware

Simulation, modeling and benchmarks

Storage resiliency

Containers and serverless computing

Graph neural networks

Linear algebra and its application

Resilience and power management

Computational chemistry

Data analysis and reduction

Kernel optimizations

GPU-based tools and modeling

Multiphysics applications

Quantized and factorized deep learning

Compiler optimizations

Graph algorithms

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