activity
20172024
most citedCompiling ONNX Neural Network Models Using MLIR

39 citations · 45 across the 4 of their papers we have counts for

collaborators

5 papers

cs.DC2024

Porting HPC Applications to AMD Instinct MI300A Using Unified Memory and OpenMP

Suyash Tandon, Leopold Grinberg, Gheorghe-Teodor Bercea +4

AMD Instinct MI300A is the world's first data center accelerated processing unit (APU) with memory shared between the AMD "Zen 4" EPYC cores and third gener…

cs.DC2021

Reliable Actors with Retry Orchestration

Olivier Tardieu, David Grove, Gheorghe-Teodor Bercea +3

Cloud developers have to build applications that are resilient to failures and interruptions. We advocate for a fault-tolerant programming model for the cloud based on actors, retr…

cs.PL2020★ 39 cited

Compiling ONNX Neural Network Models Using MLIR

Tian Jin, Gheorghe-Teodor Bercea, Tung D. Le +8

Deep neural network models are becoming increasingly popular and have been used in various tasks such as computer vision, speech recognition, and natural language processing. Machi…

cs.DS2019

"Sliced" Subwindow Search: a Sublinear-complexity Solution to the Maximum Rectangle Problem

Max Reuter, Gheorghe-Teodor Bercea, Liana Fong

Considering a 2D matrix of positive and negative numbers, how might one draw a rectangle within it whose contents sum higher than all other rectangles'? This fundamental problem, c…

cs.PL2017★ 6 cited

Implementing implicit OpenMP data sharing on GPUs

Gheorghe-Teodor Bercea, Carlo Bertolli, Arpith C. Jacob +6

OpenMP is a shared memory programming model which supports the offloading of target regions to accelerators such as NVIDIA GPUs. The implementation in Clang/LLVM aims to deliver a…