Analytical performance estimation during code generation on modern GPUs
Automatic code generation is frequently used to create implementations of algorithms
specifically tuned to particular hardware and application parameters. The code generation …
specifically tuned to particular hardware and application parameters. The code generation …
Prediction of performance and power consumption of GPGPU applications
Graphics Processing Units (GPUs) have become an integral part of High-Performance
Computing to achieve an Exascale performance. The main goal of application developers of …
Computing to achieve an Exascale performance. The main goal of application developers of …
Opening the black box: Performance estimation during code generation for GPUs
Automatic code generation is frequently used to create implementations of algorithms
specifically tuned to particular hardware and application parameters. The code generation …
specifically tuned to particular hardware and application parameters. The code generation …
Performance Prediction of Regular CUDA Programs By Machine Learning Methods
A Riahi, A Savadi, M Naghibzadeh - Soft Computing Journal, 2024 - scj.kashanu.ac.ir
AbstractPerformance predicting of GPUs is a challenge for CUDA programmers and has a
wide application in the tuning of these programs. This is because the overheads of CUDA …
wide application in the tuning of these programs. This is because the overheads of CUDA …