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Bryant Nelson

2 papers hereh-index 211 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.DC2

identity via Semantic Scholar / OpenAlex

most citedData-parallel distributed training of very large models beyond GPU capacity

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.DC2025

tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection

Ryan Swann, Muhammad Osama, Xiaohu Guo +8

We present tritonBLAS, a fast and deterministic analytical model that uses architectural parameters like the cache hierarchy, and relative code and data placement to generate perfo…

cs.DC2018★ 1 cited

Data-parallel distributed training of very large models beyond GPU capacity

Samuel Matzek, Max Grossman, Minsik Cho +3

GPUs have limited memory and it is difficult to train wide and/or deep models that cause the training process to go out of memory. It is shown in this paper how an open source tool…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.