NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
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Plotting convergence of alpha weights in One-Shot Optimizers #154
Finalized Lukas' idea for heat map to visualize the convergence of alpha weights for One-Shot optimizers, via two new configuration parameters config.save_arch_weights and config.plot_arch_weights
Plotting was made to be extensible to larger search spaces by limiting the number of edges to 4, but this could also be parameterized if the user wants to be able to control this too.
Finalized Lukas' idea for heat map to visualize the convergence of alpha weights for One-Shot optimizers, via two new configuration parameters
config.save_arch_weightsandconfig.plot_arch_weightsPlotting was made to be extensible to larger search spaces by limiting the number of edges to 4, but this could also be parameterized if the user wants to be able to control this too.