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Deconstructing Deep Learning + ╬┤eviations

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Squeeze Net

[9] Squeeze Net - SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and< 1MB model size (2016), F. Iandola et al. Paper

Notes

SqueezeNet is one of several new CNNs that we have discovered while broadly exploring the de- sign space of CNN architectures. We hope that SqueezeNet will inspire the reader to consider and explore the broad range of possibilities in the design space of CNN architectures and to perform that exploration in a more systematic manner.