Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers

Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers

Item #:: 079017-2965
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DOI: https://doi.org/10.52202/079017-2965
Author(s): Shane Bergsma, Gavia Gray, Joel Hestness, Aman Tiwari
Pages: 93510-93539 (30 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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DOI: https://doi.org/10.52202/079017-2965
Author(s): Shane Bergsma, Gavia Gray, Joel Hestness, Aman Tiwari
Pages: 93510-93539 (30 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)