bitorch.models.meliusnet

Classes

ImprovementBlock(channels, in_channels[, ...])

ImprovementBlock which improves the last n channels

MeliusNet(num_layers, input_shape[, ...])

MeliusNet22(*args, **kwargs)

MeliusNet-22 model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.

MeliusNet23(*args, **kwargs)

MeliusNet-23 model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.

MeliusNet29(*args, **kwargs)

MeliusNet-29 model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.

MeliusNet42(*args, **kwargs)

MeliusNet-42 model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.

MeliusNet59(*args, **kwargs)

MeliusNet-59 model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.

MeliusNetA(*args, **kwargs)

MeliusNet-A model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.

MeliusNetB(*args, **kwargs)

MeliusNet-B model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.

MeliusNetC(*args, **kwargs)

MeliusNet-C model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.

MeliusNetFlex(*args, **kwargs)

MeliusNet-Flex model from "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" <https://arxiv.org/abs/2001.05936> paper.