linbo0518 / cvbenchmarks Goto Github PK
View Code? Open in Web Editor NEWBenchmarks for popular classification and object detection models on CPUs and GPUs
Benchmarks for popular classification and object detection models on CPUs and GPUs
I have recently used your code to evaluate mobilenet. My results show that GPU's performance is not as good as CPU's.
Here are my environments.
mxnet == 1.7.0
Ununtu 20.1
CUDA 10.2
Nvidia GTX 1070 Ti
Here my CPU results.
start mobilenet1.0 speed benchmark
mxnet: 0 time 5.468854904174805
mxnet: 1 time 5.232152938842773
mxnet: 2 time 5.269920825958252
mxnet: 3 time 5.603036880493164
mxnet: 4 time 5.499334335327148
mxnet: 5 time 5.205817222595215
mxnet: 6 time 5.577330589294434
mxnet: 7 time 5.659034252166748
mxnet: 8 time 5.7265305519104
mxnet: 9 time 6.112978458404541
mxnet: mobilenet1.0 5.205774307250977 5.535458087921143 6.112930774688721
Here my GPU results.
start mobilenet1.0 speed benchmark
mxnet: 0 time 40.76141119003296
mxnet: 1 time 40.58210611343384
mxnet: 2 time 41.749138832092285
mxnet: 3 time 40.48752307891846
mxnet: 4 time 40.23917198181152
mxnet: 5 time 40.33033847808838
mxnet: 6 time 40.38513660430908
mxnet: 7 time 40.24947166442871
mxnet: 8 time 40.08643388748169
mxnet: 9 time 39.98572111129761
mxnet: mobilenet1.0 39.98570203781128 40.48562288284302 41.74911975860596
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.