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I think if you used a random seed for weights and training data order, and reran the experiment enough times to average out the noise, then the resulting charts would then be smooth with no fractal patterns.


An interesting conjecture, well worth a paper in response.


Do you consider the random seed (or by extension the randomized initial weights) a hyperparameter?




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