Closed Timen closed 4 years ago
Now Simd::Neural is deprecated. I develop other project Synet concerned with inference of trained neural network. Synet has benchmarks to compare it with another frameworks. Simd Library has only low level functions to optimize CNN.
Are the benchmark results of Synet publicly available somewhere? I can't find any references to it on the project page.
There are no results in public domain. I performed private comparison with OpenVINO (single thread for every network inference), Synet is faster up to 30-40%. I can publish some of these results.
That would be great! It would really help comparing Synet/SIMD to other options out there. Even better would be if you include a script to reproduce the benchmark results with the actual results so people can easily reproduce the results and possibly run their own benchmarks on their specific deployment hardware.
There is a script perf.sh in Synet to perform this benchmark.
Ok thanks! I'll have a look but nonetheless it may still be handy to have the benchmark results available publicly so one can look at them without having to build the project :)
I was wondering there is a list available somewhere showing benchmarks for common networks such as Resnet,mobilenet (v1/2/3), squeezene(x)t etc. ?
The library looks impressive but being able to compare performance for common network backbones helps people choose for this library if it is faster compared to other available inference engines.