Phase diagram of early training dynamics in deep neural networks: effect of the learning rate, depth, and width

Phase diagram of early training dynamics in deep neural networks: effect of the learning rate, depth, and width

Item #:: 075280-2248
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DOI: https://doi.org/10.52202/075280-2248
Author(s): Maissam Barkeshli, Dayal Singh Kalra
Pages: 51621-51662 (42 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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Tab 4

DOI: https://doi.org/10.52202/075280-2248
Author(s): Maissam Barkeshli, Dayal Singh Kalra
Pages: 51621-51662 (42 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)