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FluxML / FluxBench.jl

Benchmarks for the FluxML ecosystem for deep learning, scientific machine learning, differentiable programming etc including AD and CUDA accelerated workloads
https://speed.fluxml.ai
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structure of FluxBench.jl #17

Open dnabanita7 opened 2 years ago

dnabanita7 commented 2 years ago

For FluxBench, Can I suggest of having a structure like mlpack benchmarks. I really like how they are using valgrind for memory benchmarks and profiling, sqlite to store results, etc. The comparison amongst other ML libraries provides a better depiction of Flux and why to use Flux over other libraries.

DhairyaLGandhi commented 2 years ago

I think that would be something we can support. There's some efforts to get datasets standardised as well so that should help with some of the models being replaced. we can come up with a plan to move the structure to accommodate the MLPack and MLCommons structure