Skip to content
/ Tartan Public

Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite

Notifications You must be signed in to change notification settings

uuudown/Tartan

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

47 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

####========================================================================

Author: Ang Li, PNNL

Created: 03/19/2018 04:12:50 PM, Richland, WA, USA.

####========================================================================

##Introduction:

Tartan is a multi-GPU benchmark suite. It is proposed to evaluate modern GPU interconnect in our IISWC-18 paper "Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite". Please see our paper (as included) for more details.

Tartan contains three sub-directories:

microbenchmark The microbenmarking routines to measure the startup latency, sustainable uni-/bi-direction bandwidth, bandwidth with message size, etc. for Peer-to-Peer (P2P) and and Collective Communication (CL) on PCI-e, NVLink-V1, NVLink-V2 and InfiniBand.

scale-up Applications for intra-node scale-up (i.e., single node with multiple GPUs)

scale-out Applications for inter-node scale-out (i.e., GPU-accelerated multi-node system)

##Acknowledge:

The applications in Tartan were modified from their original implementations. It is an joint effort of the community. Here we list the source of the original design.

Microbenchmark:

Scale-up:

Scale-out:

The Tartan Benchmark Suite and the evaluation research was supported by the U.S. DOE Office of Science, Office of Advanced Scientific Computing Research, under award 66150: "CENATE - Center for Advanced Architecture Evaluation". The Pacific Northwest National Laboratory is operated by Battelle for the U.S. Department of Energy under contract DE-AC05-76RL01830. This research was also supported by the Exascale Computing Project (17-SC-20-SC), a collaborative effort of the U.S. DOE Office of Science and National Nuclear Security Administration. Part of the computing resources is from the Oak Ridge Leadership Computing Facility. The Oak Ridge National Laboratory is supported by the Office of Science of the U.S. Department of Energy under Contract No. DE-AC05-00OR22725.

##MIT License

This benchmark suite is modified from individual applications. Please refer to each application's license requirement.

Copyright 2018 Ang Li, PNNL.

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

About

Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published