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researcher

H. Subramoni

18 papers hereh-index 323.5k citations226 works total

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

author position
  • middle author17

Across the 17 of 18 papers where every author was matched, so the position is known.

fields
  • cs.DC14
  • cs.PF2
  • cs.GR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedOptimized Broadcast for Deep Learning Workloads on Dense-GPU InfiniBand Clusters: MPI or NCCL?

8 citations · 24 across the 15 of their papers we have counts for

collaborators
Showing 2019 · cs.DCShow all

1 paper · 2 filters

cs.DC2019★ 5 cited

HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Parallel DNN Training using TensorFlow

Ammar Ahmad Awan, Arpan Jain, Quentin Anthony +2

To reduce training time of large-scale DNNs, scientists have started to explore parallelization strategies like data-parallelism, model-parallelism, and hybrid-parallelism. While d…

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