5 citations · 6 across the 9 of their papers we have counts for
4 papers · 1 filter
GraPhSyM: Graph Physical Synthesis Model
Ahmed Agiza, Rajarshi Roy, Teodor Dumitru Ene +3
In this work, we introduce GraPhSyM, a Graph Attention Network (GATv2) model for fast and accurate estimation of post-physical synthesis circuit delay and area metrics from pre-phy…
Microscale 3-D Capacitance Tomography with a CMOS Sensor Array
Manar Abdelatty, Joseph Incandela, Kangping Hu +3
Electrical capacitance tomography (ECT) is a nonoptical imaging technique in which a map of the interior permittivity of a volume is estimated by making capacitance measurements at…
Throughput Maximization of DNN Inference: Batching or Multi-Tenancy?
Seyed Morteza Nabavinejad, Masoumeh Ebrahimi, Sherief Reda
Deployment of real-time ML services on warehouse-scale infrastructures is on the increase. Therefore, decreasing latency and increasing throughput of deep neural network (DNN) infe…
AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning
Marina Neseem, Ahmed Agiza, Sherief Reda
Modern Augmented reality applications require performing multiple tasks on each input frame simultaneously. Multi-task learning (MTL) represents an effective approach where multipl…