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stopgrad

Building fast evolutionary algorithms

Plan

Algorithms to implement

[] Differential Evolution [] Covariance Matrix Adaptation Evolution Strategy (CMA-ES)

Running Modes

[] Pure Python CPU single core [] Pure Python CPU multi core [] C++ backend CPU single core [] C++ backend CPU multi core [] Single GPU [] Multi GPU

Integrations

[] Drop-in for PyTorch layers [] Arbitrary Python functions using C++ backend [] Arbitrary C++ functions using C++ backend

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Building fast evolutionary algorithms

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