Search Results for author: Aaron Vose

Found 2 papers, 1 papers with code

Recombination of Artificial Neural Networks

no code implementations12 Jan 2019 Aaron Vose, Jacob Balma, Alex Heye, Alessandro Rigazzi, Charles Siegel, Diana Moise, Benjamin Robbins, Rangan Sukumar

We propose a genetic algorithm (GA) for hyperparameter optimization of artificial neural networks which includes chromosomal crossover as well as a decoupling of parameters (i. e., weights and biases) from hyperparameters (e. g., learning rate, weight decay, and dropout) during sexual reproduction.

Hyperparameter Optimization

Spatter: A Tool for Evaluating Gather / Scatter Performance

1 code implementation9 Nov 2018 Patrick Lavin, Jeffrey Young, Jason Riedy, Richard Vuduc, Aaron Vose, Dan Ernst

This paper describes a new benchmark tool, Spatter, for assessing memory system architectures in the context of a specific category of indexed accesses known as gather and scatter.

Performance

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