N
Naveen Kumar
Researcher at Indian Veterinary Research Institute
Publications - 373
Citations - 12468
Naveen Kumar is an academic researcher from Indian Veterinary Research Institute. The author has contributed to research in topics: Medicine & Biology. The author has an hindex of 38, co-authored 273 publications receiving 9663 citations. Previous affiliations of Naveen Kumar include University of Würzburg & Emory University.
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In-Datacenter Performance Analysis of a Tensor Processing Unit
Norman P. Jouppi,Cliff Young,Nishant Patil,David A. Patterson,Gaurav Agrawal,Raminder Bajwa,Sarah Bates,Suresh Bhatia,Nan Boden,Albert T. Borchers,Rick Boyle,Pierre-luc Cantin,Clifford Chao,Christopher Aaron Clark,Jeremy Coriell,Michael J. Daley,Matt Dau,Jeffrey Dean,Ben Gelb,Tara Vazir Ghaemmaghami,Rajendra Gottipati,William John Gulland,Robert Hagmann,C. Richard Ho,Doug Hogberg,John Hu,Robert Hundt,D. Hurt,Julian Ibarz,Aaron Jaffey,Alek Jaworski,Alexander Kaplan,Khaitan Harshit,Andy Koch,Naveen Kumar,Steve Lacy,James Laudon,James Law,Diemthu Le,Chris Leary,Zhuyuan Liu,Kyle Lucke,Alan Lundin,Gordon MacKean,Adriana Maggiore,Maire Mahony,Kieran Miller,Rahul Nagarajan,Ravi Narayanaswami,Ray Ni,Kathy Nix,Thomas Norrie,Mark Omernick,Narayana Penukonda,Andrew Everett Phelps,Jonathan Ross,Matt Ross,Amir Salek,Emad Samadiani,Chris Severn,Gregory Sizikov,Matthew Snelham,Jed Souter,Dan Steinberg,Andy Swing,Mercedes Tan,Gregory Michael Thorson,Bo Tian,Horia Toma,Erick Tuttle,Vijay K. Vasudevan,Richard Walter,Walter Wang,Eric Wilcox,Doe Hyun Yoon +74 more
TL;DR: This paper evaluates a custom ASIC-called a Tensor Processing Unit (TPU)-deployed in datacenters since 2015 that accelerates the inference phase of neural networks (NN) and compares it to a server-class Intel Haswell CPU and an Nvidia K80 GPU, which are contemporaries deployed in the samedatacenters.
Proceedings ArticleDOI
In-Datacenter Performance Analysis of a Tensor Processing Unit
Norman P. Jouppi,Cliff Young,Nishant Patil,David A. Patterson,Gaurav Agrawal,Raminder Bajwa,Sarah Bates,Suresh Bhatia,Nan Boden,Albert T. Borchers,Rick Boyle,Pierre-luc Cantin,Clifford Chao,Christopher Aaron Clark,Jeremy Coriell,Michael J. Daley,Matt Dau,Jeffrey Dean,Ben Gelb,Tara Vazir Ghaemmaghami,Rajendra Gottipati,William John Gulland,Robert Hagmann,C. Richard Ho,Doug Hogberg,John Hu,Robert Hundt,D. Hurt,Julian Ibarz,Aaron Jaffey,Alek Jaworski,Alexander Kaplan,Khaitan Harshit,Daniel Killebrew,Andy Koch,Naveen Kumar,Steve Lacy,James Laudon,James Law,Diemthu Le,Chris Leary,Zhuyuan Liu,Kyle Lucke,Alan Lundin,Gordon MacKean,Adriana Maggiore,Maire Mahony,Kieran Miller,Rahul Nagarajan,Ravi Narayanaswami,Ray Ni,Kathy Nix,Thomas Norrie,Mark Omernick,Narayana Penukonda,Andrew Everett Phelps,Jonathan Ross,Matt Ross,Amir Salek,Emad Samadiani,Chris Severn,Gregory Sizikov,Matthew Snelham,Jed Souter,Dan Steinberg,Andy Swing,Mercedes Tan,Gregory Michael Thorson,Bo Tian,Horia Toma,Erick Tuttle,Vijay K. Vasudevan,Richard Walter,Walter Wang,Eric Wilcox,Doe Hyun Yoon +75 more
TL;DR: The Tensor Processing Unit (TPU) as discussed by the authors is a custom ASIC deployed in datacenters since 2015 that accelerates the inference phase of neural networks (NN) using a 65,536 8-bit MAC matrix multiply unit that offers a peak throughput of 92 TeraOps/second (TOPS).
Posted Content
Device Placement Optimization with Reinforcement Learning
Azalia Mirhoseini,Hieu Pham,Quoc V. Le,Benoit Steiner,R. M. Larsen,Yuefeng Zhou,Naveen Kumar,Mohammad Norouzi,Samy Bengio,Jeffrey Dean +9 more
TL;DR: A method which learns to optimize device placement for TensorFlow computational graphs using a sequence-to-sequence model, which finds non-trivial device placements that outperform hand-crafted heuristics and traditional algorithmic methods.
Journal ArticleDOI
DNA barcoding and surveillance sampling strategies for Culicoides biting midges (Diptera: Ceratopogonidae) in southern India
Lara E. Harrup,Swathi Laban,Bethan V. Purse,Yarabolu Krishnamohan Reddy,Yella Narasimha Reddy,S. M. Byregowda,Naveen Kumar,Kondappa Muniramaiah Purushotham,Shrikant Kowalli,Minakshi Prasad,Gaya Prasad,Alison A. Bettis,Rien De Keyser,James G. Logan,Claire Garros,David Gopurenko,Glenn A Bellis,Karien Labuschagne,Bruno Mathieu,Simon Carpenter +19 more
TL;DR: Morphological identification of the majority of potential vector species of Culicoides spp.
Journal ArticleDOI
Phase 4 trial of miltefosine for the treatment of indian visceral leishmaniasis
Sujit K. Bhattacharya,Prabhat K. Sinha,Shyam Sundar,Chandreshar Prasad Thakur,T. K. Jha,Krishna Pandey,Vidyanand Rabi Das,Naveen Kumar,C. S. Lal,Neena Verma,Vijay Pratap Singh,Alok Ranjan,R. B. Verma,Gerlind Anders,Herbert Sindermann,Nirmal Kumar Ganguly +15 more
TL;DR: This study supports the use of miltefosine in an outpatient setting in an area where VL is endemic, and reports a cure rate similar to the 94% cure rate in hospitalized patients.