Optimizers and more #31
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…ber with --recount arg. Fix random selection of aspect ratios.
…eaks and scheduler factory tweak. * Add some of the trendy new optimizers. Decent results but not clearly better than the standards. * Can create a None scheduler for constant LR * ResNet defaults to zero_init of last BN in residual * add resnet50d config
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Optimizers and more
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