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I've been working with the model architecture from the paper, just as a starting point, but I wound up shortening the input to around 11s (2**19), just to increase batch size and speed up iteration. It has since occurred to me that my model is probably too big for these inputs, but I'm not sure where to make adjustments. Is there any rule-of-thumb for gauging model size based on input duration?
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I've been working with the model architecture from the paper, just as a starting point, but I wound up shortening the input to around 11s (2**19), just to increase batch size and speed up iteration. It has since occurred to me that my model is probably too big for these inputs, but I'm not sure where to make adjustments. Is there any rule-of-thumb for gauging model size based on input duration?
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