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WebbIn contrast, small-batch methods converge to flat minimizers characterized by small positive eigenvalues of $\nabla^2 f(x)$. We have observed that the loss function landscape of deep neural networks is such that large-batch methods are almost invariably attracted to regions with sharp minima and that, unlike small batch methods, are unable to escape … WebbLouisiana Bourbon Small-Batch Baton Rouge Distilling Louisiana Bourbon Our concept is to produce small batches of spirits and explore the possibilities of modifying parameters … WebbJ.Pera Scent Studio. Apr 2024 - Present3 years 5 months. Los Angeles Metropolitan Area. My responsibilities include founding this LA-based, … ir in negative form