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researcher

Amith R. Mamidala

3 papers hereh-index 201.1k citations41 works total

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

author position
  • sole author1
  • first author1
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DC2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedMXNET-MPI: Embedding MPI parallelism in Parameter Server Task Model for scaling Deep Learning

18 citations · 18 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024

Collage: Light-Weight Low-Precision Strategy for LLM Training

Tao Yu, Gaurav Gupta, Karthick Gopalswamy +7

Large models training is plagued by the intense compute cost and limited hardware memory. A practical solution is low-precision representation but is troubled by loss in numerical…

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