Hardware Benchmarking (2018-03-AA)
Introduction
We frequently get asked, "What is the minimum or recommended hardware to use for TUFLOW modelling". This is always a tricky question, as the answer depends on the type and size of the models you are going to be run. For a small model, TUFLOW should run on any modern PC or laptop that is capable of running Windows XP or later. However, for large models there may be requirements for a hefty computer running a 64 bit version of Windows.
The tables below showing computer specifications and model run-time should help you compare systems.
In this page we outline a hardware benchmark model which is available to download from the TUFLOW website the model can be simulated without a TUFLOW dongle (license). This makes it easy to benchmark on a range of computers and the results are complied below.
We have typically found that for TUFLOW Classic, the CPU speed is the largest influence on TUFLOW runtimes, with the RAM speed also having an influence for large models. When using GPU hardware (available for TUFLOW HPC), the Graphics Card has the largest influence, specifically the number and speed of the CUDA cores. In order to quantify this we are compiling the computational times required for a range of different machines.
Benchmark Model
Background
The benchmark model is based on a “challenge” issued prior to the 2012 Flood Managers Association (FMA) Conference in Sacramento, USA. There is more information on the model setup and purpose in the FMA challenge model introduction.
This hardware benchmark is based on the second challenge which involves a coastal river in flood with two ocean outlets. The model has been modified slightly (mainly in terms of the outputs). It is setup to run use both the TUFLOW Classic (CPU) and TUFLOW HPC (on both CPU and GPU hardware) for a range of cell sizes.
Cell sizes
Cell Size (m) | Number of cells |
---|---|
20.0 | 181,981 |
10.0 | 727,865 |
5.0 | 2,911,472 |
2.5 | 11,645,341 |
The model runs for three days of simulation time (72 hours). The approximate run time for the 30m model on the CPU is likely to be ~20min and for the 15m version approximately 4 hours. Given the runtime for the CPU model at 10m resolution is likely to be > 12 hours, this is skipped in the benchmark (this can also be run without a licence).
Models
The simulated models are:
- 20m model - TUFLOW Classic
- 20m model - TUFLOW HPC CPU - 2 Cores (default)
- 20m model - TUFLOW HPC - GPU Hardware
- 10m model - TUFLOW HPC - GPU Hardware
The user also has an option to run a couple of bigger models on GPU hardware as part of the High End GPU Benchmarking. To run these models, please follow the steps outlined in the below section. HIGH END GPU BENCHMARKING MODELS
- 5m model - TUFLOW HPC - GPU Hardware
- 2.5m model - TUFLOW HPC - GPU Hardware
Running the High End GPU Benchmarking
- In a text editor, copy and paste the below batch file syntax
- Save the batch file as Run_Benchmark_HighPerformance_GPU.bat in the TUFLOW/runs folder (same location as the standard benchmark batch file)
- Run the batch file
- Follow the participation steps below to provide results to TUFLOW
@echo off :: This sets the variables as local, so you can use another batch file with A and B variables setlocal ENABLEDELAYEDEXPANSION :: determine if 32 or 64 bit run ECHO.%PROCESSOR_ARCHITECTURE% | FIND /I "64">Nul && ( set platform=w64) || ( set platform=w32) IF %platform% == w32 ( goto :break ) ELSE ( echo Running with %platform% version of TUFLOW ) :: set executable (relative path) set exe=..\exe\2018-03-AA\TUFLOW_iSP_%platform%.exe echo Executable: %exe% :: echo getting system info using get_computer_info_%platform%.bat call get_computer_info_%platform%.bat echo done getting system info pause echo. echo Starting High Performance HPC Solver GPU hardware simulations set A=05.00m 02.50m :: Loop through each cell size FOR %%a in (%A%) do ( echo Running %%a model with HPC GPU solver Start "TUFLOW" /wait %exe% -b -s1 HPC -s2 GPU -s3 PU1 -s4 %%a FMA_T2_~s1~_~s2~_~s3~_~s4~_001.tcf ) echo Finished High Performance Benchmarking Runs goto :end :break echo Unable to run benchmark tests. From release 2017-09-AA, TUFLOW no longer supports 32 bit architecture. :end pause
To Participate
To participate in the benchmark, please follow the steps below:
- Download the model from http://www.tuflow.com/Download/TUFLOW/Benchmark_Models/FMA2_GPU_CPU_Benchmark.zip
- Extract the model on a local drive of the computer you would like to benchmark.
- Navigate to the TUFLOW\runs\ folder and run the Run_Benchmark_Short.bat or Run_Benchmark_Long.bat file. This checks if you are running a 32 or 64 bit system and then runs the benchmark. This also generates some output files that contain more information on the processor, memory and GPU# that you are using.
- Email the _ TUFLOW Simulations.log, cpu.txt, ram.txt and GPU.txt files to support@tuflow.com and we will includes these in the results tables below.
The computer information is determined in the batch file using the wmic and dxdiag commands.
#An nVidia graphics card that is CUDA compatible is required to run the GPU model . For more information on this please see the release notes.
List of Benchmarking Runtimes and Discussions
Benchmarking Runtimes (2017-09 Release)
Discussion Topics
- Classic vs. HPC (Coming Soon) (notes: direct rainfall, dam break, runtimes)
- HPC (CPU) vs. HPC (GPU) (Coming Soon)
- HPC (CPU) Scaling and Hyperthreading (Coming soon)
- HPC (GPU) Scaling (Coming soon)
- TUFLOW HPC vs. TUFLOW GPU (Coming soon)
- Single Precision Vs Double Precision (Coming soon)
- Influence of 1D on Runtimes (Coming soon)
- Hardware Selection
- CPU Overclocking
- RAM
- Solid state drive (and network drive)
- Spectre and Meltdown