@article{stochasticgradientmethodswithlayerwise, title = {Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks}, author = {Boris Ginsburg and Patrice Castonguay and Oleksii Hrinchuk and Oleksii Kuchaiev and Vitaly Lavrukhin and Ryan Leary and Jason Li and Huyen Nguyen and Yang Zhang and Jonathan M. Cohen}, year = {2019}, eprint = {1905.11286}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1905.11286v3}, }