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researcher

Naveen Mellempudi

13 papers hereh-index 91.2k citations15 works total

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

author position
  • first author3
  • middle author10

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.DC2
  • cs.AR1
  • cs.IT1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedMixed Precision Training of Convolutional Neural Networks using Integer Operations

124 citations · 399 across the 12 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 1 filter

cs.NE2018★ 124 cited

Mixed Precision Training of Convolutional Neural Networks using Integer Operations

Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere +14

The state-of-the-art (SOTA) for mixed precision training is dominated by variants of low precision floating point operations, and in particular, FP16 accumulating into FP32 Micikev…

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