Seuraa
Anand Jayarajan
Anand Jayarajan
Vahvistettu sähköpostiosoite verkkotunnuksessa cs.toronto.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Priority-based parameter propagation for distributed DNN training
A Jayarajan, J Wei, G Gibson, A Fedorova, G Pekhimenko
Proceedings of Machine Learning and Systems 19, 2019
1772019
Benchmarking and Analyzing Deep Neural Network Training
H Zhu, M Akrout, B Zheng, A Pelegris, A Jayarajan, A Phanishayee, ...
2018 IEEE International Symposium on Workload Characterization (IISWC), 88-100, 2018
1402018
Fpraker: A processing element for accelerating neural network training
OM Awad, M Mahmoud, I Edo, AH Zadeh, C Bannon, A Jayarajan, ...
MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021
162021
How to validate Machine Learning Models Prior to Deployment: Silent trial protocol for evaluation of real-time models at ICU
S Tonekaboni, G Morgenshtern, A Assadi, A Pokhrel, X Huang, ...
Conference on Health, Inference, and Learning, 169-182, 2022
92022
LifeStream: A High-performance Stream Processing Engine for Periodic Streams
A Jayarajan, K Hau, A Goodwin, G Pekhimenko
26th ACM International Conference on Architectural Support for Programming …, 2021
7*2021
TiLT: A Time-Centric Approach for Stream Query Optimization and Parallelization
A Jayarajan, W Zhao, Y Sun, G Pekhimenko
Proceedings of the 28th ACM International Conference on Architectural …, 2023
42023
Arbitor: A Numerically Accurate Hardware Emulation Tool for {DNN} Accelerators
C Jiang, A Jayarajan, H Lu, G Pekhimenko
2023 USENIX Annual Technical Conference (USENIX ATC 23), 519-536, 2023
12023
Hardware Sensitivity Analysis for Deep Learning Models
A Jayarajan, G Pekhimenko, GA Gibson
2018
DNN Training Performance Analysis: A Divide and Conquer Approach
A Jayarajan
Training Larger Models on TensorFlow without Additional GPU
J Wei, A Qiao, A Jayarajan, G Gibson, V Vasudevan, E Xing
FOMG: Few-shOt Music Generation
A Jayarajan, HY Ling, M Suhail
TBD SUITE: BENCHMARKING AND PROFILING TOOLS FOR DNNS
XY Geoffrey, H Zhu, A Jayarajan, B Zheng, A Tiwari, G Pekhimenko
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–12