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Books and Theses
- 2020
[b1]Mario Drumond:
ColTraIn: Co-located DNN training and inference. EPFL, Switzerland, 2020
Journal Articles
- 2023
- [j6]Ahmet Caner Yüzügüler
, Canberk Sönmez, Mario Drumond, Yunho Oh, Babak Falsafi, Pascal Frossard:
Scale-out Systolic Arrays. ACM Trans. Archit. Code Optim. 20(2): 27:1-27:25 (2023) - 2021
- [j5]Negin Nematollahi, Mohammad Sadrosadati, Hajar Falahati, Marzieh Barkhordar, Mario Paulo Drumond, Hamid Sarbazi-Azad, Babak Falsafi:
Efficient Nearest-Neighbor Data Sharing in GPUs. ACM Trans. Archit. Code Optim. 18(1): 6:1-6:26 (2021) - 2019
- [j4]Ahmet Caner Yuzuguler, Firat Celik, Mario Drumond, Babak Falsafi, Pascal Frossard:
Analog Neural Networks With Deep-Submicrometer Nonlinear Synapses. IEEE Micro 39(5): 55-63 (2019) - [j3]Mohammad Sadrosadati, Amirhossein Mirhosseini, Ali Hajiabadi, Seyed Borna Ehsani, Hajar Falahati, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu:
Highly Concurrent Latency-tolerant Register Files for GPUs. ACM Trans. Comput. Syst. 37(1-4): 1:1-1:36 (2019) - 2018
- [j2]Mario Drumond, Alexandros Daglis, Nooshin Sadat Mirzadeh, Dmitrii Ustiugov, Javier Picorel, Babak Falsafi, Boris Grot, Dionisios N. Pnevmatikatos:
Algorithm/Architecture Co-Design for Near-Memory Processing. ACM SIGOPS Oper. Syst. Rev. 52(1): 109-122 (2018) - 2015
- [j1]Raghuraman Balasubramanian, Vinay Gangadhar, Ziliang Guo, Chen-Han Ho, Cherin Joseph, Jaikrishnan Menon, Mario Paulo Drumond, Robin Paul, Sharath Prasad, Pradip Valathol, Karthikeyan Sankaralingam:
Enabling GPGPU Low-Level Hardware Explorations with MIAOW: An Open-Source RTL Implementation of a GPGPU. ACM Trans. Archit. Code Optim. 12(2): 21:21:1-21:21:25 (2015)
Conference and Workshop Papers
- 2021
- [c7]Mario Drumond, Louis Coulon, Arash Pourhabibi Zarandi, Ahmet Caner Yüzügüler, Babak Falsafi, Martin Jaggi:
Equinox: Training (for Free) on a Custom Inference Accelerator. MICRO 2021: 421-433 - 2020
- [c6]Arash Pourhabibi Zarandi, Siddharth Gupta, Hussein Kassir, Mark Sutherland, Zilu Tian, Mario Paulo Drumond, Babak Falsafi, Christoph Koch:
Optimus Prime: Accelerating Data Transformation in Servers. ASPLOS 2020: 1203-1216 - 2018
- [c5]Mohammad Sadrosadati, Amirhossein Mirhosseini, Seyed Borna Ehsani, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu:
LTRF: Enabling High-Capacity Register Files for GPUs via Hardware/Software Cooperative Register Prefetching. ASPLOS 2018: 489-502 - [c4]Mario Drumond, Tao Lin, Martin Jaggi, Babak Falsafi:
Training DNNs with Hybrid Block Floating Point. NeurIPS 2018: 451-461 - 2017
- [c3]Mario Drumond, Alexandros Daglis, Nooshin Sadat Mirzadeh, Dmitrii Ustiugov, Javier Picorel, Babak Falsafi, Boris Grot, Dionisios N. Pnevmatikatos:
The Mondrian Data Engine. ISCA 2017: 639-651 - 2015
- [c2]Raghuraman Balasubramanian, Vinay Gangadhar, Ziliang Guo, Chen-Han Ho, Cherin Joseph, Jaikrishnan Menon, Mario Paulo Drumond, Robin Paul, Sharath Prasad, Pradip Valathol, Karthikeyan Sankaralingam:
MIAOW - An open source RTL implementation of a GPGPU. COOL Chips 2015: 1-3 - [c1]Vinay Gangadhar, Raghuraman Balasubramanian, Mario Drumond, Ziliang Guo, Jai Menon, Cherin Joseph, Robin Prakash, Sharath Prasad, Pradip Vallathol, Karu Sankaralingam:
MIAOW: An open source GPGPU. Hot Chips Symposium 2015: 1-43
Informal and Other Publications
- 2022
- [i3]Ahmet Caner Yüzügüler, Canberk Sönmez, Mario Drumond, Yunho Oh, Babak Falsafi, Pascal Frossard:
Scale-out Systolic Arrays. CoRR abs/2203.11540 (2022) - 2020
- [i2]Mohammad Sadrosadati, Amirhossein Mirhosseini, Ali Hajiabadi, Seyed Borna Ehsani, Hajar Falahati, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu:
Enabling High-Capacity, Latency-Tolerant, and Highly-Concurrent GPU Register Files via Software/Hardware Cooperation. CoRR abs/2010.09330 (2020) - 2018
- [i1]Mario Drumond, Tao Lin, Martin Jaggi, Babak Falsafi:
End-to-End DNN Training with Block Floating Point Arithmetic. CoRR abs/1804.01526 (2018)
Coauthor Index
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