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On the influence of stochastic roundoff errors and their bias on the
  convergence of the gradient descent method with low-precision floating-point
  computation
v1v2v3 (latest)

On the influence of stochastic roundoff errors and their bias on the convergence of the gradient descent method with low-precision floating-point computation

24 February 2022
Lu Xia
Stefano Massei
M. Hochstenbach
B. Koren
ArXiv (abs)PDFHTML

Papers citing "On the influence of stochastic roundoff errors and their bias on the convergence of the gradient descent method with low-precision floating-point computation"

2 / 2 papers shown
Title
Stochastic Rounding for LLM Training: Theory and Practice
Stochastic Rounding for LLM Training: Theory and Practice
Kaan Ozkara
Tao Yu
Youngsuk Park
69
0
0
27 Feb 2025
Error Analysis of Sum-Product Algorithms under Stochastic Rounding
Error Analysis of Sum-Product Algorithms under Stochastic Rounding
P. D. O. Castro
El-Mehdi El Arar
E. Petit
D. Sohier
103
0
0
19 Nov 2024
1