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Anton Lokhmotov
Anton Lokhmotov
Founder, KRAI
Bestätigte E-Mail-Adresse bei krai.ai - Startseite
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Zitiert von
Zitiert von
Jahr
Mlperf inference benchmark
VJ Reddi, C Cheng, D Kanter, P Mattson, G Schmuelling, CJ Wu, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
513*2020
Automatically tuning sparse matrix-vector multiplication for GPU architectures
A Monakov, A Lokhmotov, A Avetisyan
High Performance Embedded Architectures and Compilers: 5th International …, 2010
3632010
Benchmarking tinyml systems: Challenges and direction
CR Banbury, VJ Reddi, M Lam, W Fu, A Fazel, J Holleman, X Huang, ...
arXiv preprint arXiv:2003.04821, 2020
2552020
Pencil: A platform-neutral compute intermediate language for accelerator programming
R Baghdadi, U Beaugnon, A Cohen, T Grosser, M Kruse, C Reddy, ...
2015 International Conference on Parallel Architecture and Compilation (PACT …, 2015
1622015
Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation
D Grewe, A Lokhmotov
Proceedings of the Fourth Workshop on General Purpose Processing on Graphics …, 2011
732011
Collective mind: Towards practical and collaborative auto-tuning
G Fursin, R Miceli, A Lokhmotov, M Gerndt, M Baboulin, AD Malony, ...
Scientific Programming 22 (4), 309-329, 2014
472014
Deriving efficient data movement from decoupled access/execute specifications
LW Howes, A Lokhmotov, AF Donaldson, PHJ Kelly
High Performance Embedded Architectures and Compilers: Fourth International …, 2009
472009
Collective knowledge: Towards R&D sustainability
G Fursin, A Lokhmotov, E Plowman
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), 864-869, 2016
352016
VOBLA: A vehicle for optimized basic linear algebra
U Beaugnon, A Kravets, S Van Haastregt, R Baghdadi, D Tweed, J Absar, ...
Proceedings of the 2014 SIGPLAN/SIGBED conference on Languages, compilers …, 2014
302014
PENCIL 1.0 Language Specification
R Baghdadi, A Cohen, T Grosser, S Verdoolaege, J Absar, ...
Research Report 8706, INRIA, 2015
24*2015
PENCIL: Towards a platform-neutral compute intermediate language for DSLs
R Baghdadi, A Cohen, S Guelton, S Verdoolaege, J Inoue, T Grosser, ...
arXiv preprint arXiv:1302.5586, 2013
242013
Collective Mind, Part II: Towards performance-and cost-aware software engineering as a natural science
G Fursin, A Memon, C Guillon, A Lokhmotov
arXiv preprint arXiv:1506.06256, 2015
222015
Benchmarking TinyML systems: Challenges and direction. arXiv 2020
CR Banbury, VJ Reddi, M Lam, W Fu, A Fazel, J Holleman, X Huang, ...
arXiv preprint arXiv:2003.04821, 0
21
A collective knowledge workflow for collaborative research into multi-objective autotuning and machine learning techniques
G Fursin, A Lokhmotov, D Savenko, E Upton
arXiv preprint arXiv:1801.08024, 2018
182018
Auto-parallelisation of Sieve C++ programs
A Donaldson, C Riley, A Lokhmotov, A Cook
Euro-Par 2007 Workshops: Parallel Processing: HPPC 2007, UNICORE Summit 2007 …, 2008
182008
Delayed side-effects ease multi-core programming
A Lokhmotov, A Mycroft, A Richards
Euro-Par 2007 Parallel Processing: 13th International Euro-Par Conference …, 2007
172007
Optimizing OpenCL Kernels for the ARM Mali-T600 GPUs
J Gronqvist, A Lokhmotov
GPU Pro 360 Guide to Mobile Devices, 167-198, 2018
152018
Multi-objective autotuning of mobilenets across the full software/hardware stack
A Lokhmotov, N Chunosov, F Vella, G Fursin
Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament …, 2018
152018
Generating GPU code from a high-level representation for image processing kernels
R Membarth, A Lokhmotov, J Teich
Euro-Par 2011: Parallel Processing Workshops: CCPI, CGWS, HeteroPar, HiBB …, 2012
152012
On the anatomy of predictive models for accelerating GPU convolution kernels and beyond
PS Labini, M Cianfriglia, D Perri, O Gervasi, G Fursin, A Lokhmotov, ...
ACM Transactions on Architecture and Code Optimization (TACO) 18 (1), 1-24, 2021
142021
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