Projects

Updated 6 months ago

scimlbook • Rank 11.3 • Science 64%

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

differential-equations gpu-computing lecture-notes neural-networks neural-ode neural-sde numerical-methods parallelism performance-engineering scientific-machine-learning scientific-simulators sciml stiff-equations

Updated 5 months ago

https://github.com/microsoft/mlos • Rank 13.7 • Science 59%

MLOS is a project to enable autotuning for systems.

autotuning benchmarking benchmarking-framework data-science infrastructure optimize-systems performance-engineering

Updated 6 months ago

discostic-sim • Rank 2.6 • Science 49%

A cross-architecture resource-based parallel simulation framework that can efficiently predict the performance of real or hypothetical massively parallel MPI programs on current and future heterogeneous systems.

current-clusters future-clusters open-source parallel-computing performance-analysis performance-engineering performance-simulation

Updated 6 months ago

likwid • Science 59%

Performance monitoring and benchmarking suite

amd-gpu armv8 assembly benchmarking c hardware-performance-counters hwloc instrumentation likwid linux lua nvidia-gpu performance-analysis performance-engineering pin power9 profiling threading x86

ecosyste.ms

Data

Tools

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Open Source Science

scimlbook • Rank 11.3 • Science 64%

https://github.com/microsoft/mlos • Rank 13.7 • Science 59%

discostic-sim • Rank 2.6 • Science 49%

likwid • Science 59%