Mario Drumond

13 papers A* 4Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Scale-out Systolic Arrays.
ACM Trans. Archit. Code Optim.
Ahmet Caner Yüzügüler, Canberk Sönmez, Mario Drumond, Yunho Oh, Babak Falsafi, Pascal Frossard
2022 J jnl
Scale-out Systolic Arrays.
CoRR
Ahmet Caner Yüzügüler, Canberk Sönmez, Mario Drumond, Yunho Oh, Babak Falsafi, Pascal Frossard
2021 A* conf
Equinox: Training (for Free) on a Custom Inference Accelerator.
MICRO
Mario Drumond, Louis Coulon, Arash Pourhabibi Zarandi, Ahmet Caner Yüzügüler, Babak Falsafi, Martin Jaggi
2020 — —
ColTraIn: Co-located DNN training and inference.
Mario Drumond
2020 J jnl
Enabling High-Capacity, Latency-Tolerant, and Highly-Concurrent GPU Register Files via Software/Hardware Cooperation.
CoRR
Mohammad Sadrosadati, Amirhossein Mirhosseini, Ali Hajiabadi, Seyed Borna Ehsani, Hajar Falahati, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu
2019 J jnl
Analog Neural Networks With Deep-Submicrometer Nonlinear Synapses.
IEEE Micro
Ahmet Caner Yuzuguler, Firat Celik, Mario Drumond, Babak Falsafi, Pascal Frossard
2019 J jnl
Highly Concurrent Latency-tolerant Register Files for GPUs.
ACM Trans. Comput. Syst.
Mohammad Sadrosadati, Amirhossein Mirhosseini, Ali Hajiabadi, Seyed Borna Ehsani, Hajar Falahati, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu
2018 J jnl
Algorithm/Architecture Co-Design for Near-Memory Processing.
ACM SIGOPS Oper. Syst. Rev.
Mario Drumond, Alexandros Daglis, Nooshin Sadat Mirzadeh, Dmitrii Ustiugov, Javier Picorel, Babak Falsafi, Boris Grot, Dionisios N. Pnevmatikatos
2018 J jnl
End-to-End DNN Training with Block Floating Point Arithmetic.
CoRR
Mario Drumond, Tao Lin, Martin Jaggi, Babak Falsafi
2018 A* conf
LTRF: Enabling High-Capacity Register Files for GPUs via Hardware/Software Cooperative Register Prefetching.
ASPLOS
Mohammad Sadrosadati, Amirhossein Mirhosseini, Seyed Borna Ehsani, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu
2018 A* conf
Training DNNs with Hybrid Block Floating Point.
NeurIPS
Mario Drumond, Tao Lin, Martin Jaggi, Babak Falsafi
2017 A* conf
The Mondrian Data Engine.
ISCA
Mario Drumond, Alexandros Daglis, Nooshin Sadat Mirzadeh, Dmitrii Ustiugov, Javier Picorel, Babak Falsafi, Boris Grot, Dionisios N. Pnevmatikatos
2015 — conf
MIAOW: An open source GPGPU.
Hot Chips Symposium
Vinay Gangadhar, Raghuraman Balasubramanian, Mario Drumond, Ziliang Guo, Jai Menon, Cherin Joseph, Robin Prakash, Sharath Prasad, Pradip Vallathol, Karu Sankaralingam