topic actually, all MKL's functions in Intel® oneAPI Math Kernel Library

Sparse direct solve on Xeon phi?

PKM — Thu, 24 Apr 2014 07:13:57 GMT

I have gone through the MKL documentation but find it very unclear which MKL routines can actually offload to Xeon Phi. Does the MKL include any sparse direct solver capable of offloading to Xeon phi, and if so, does anyone have experience with how it performs compared to regular Xeons?

Thanks in advance for your help :-)

actually, all MKL's functions

Gennady_F_Intel — Thu, 24 Apr 2014 09:10:39 GMT

actually, all MKL's functions ( including Sparse Direct Solver) can be offloaded to Xeon Phi. You can see the offload version of Pardiso into directory: < mklroot>\examples\mic_offload\solverc\source\. We have never check the performance of offloading version of Pardsio because of memory offload overhead may be significant.

Thank you - that is very

PKM — Tue, 29 Apr 2014 06:41:30 GMT

Thank you - that is very interesting.

Do you have any numbers on native Phi performance then?

Regards,

All official performance data

Gennady_F_Intel — Tue, 29 Apr 2014 06:53:11 GMT

All official performance data are published on the main MKL page - https://software.intel.com/en-us/intel-mkl/ . see "benchmarks/Intel Xeon Phi Coprocessor" bookmark. there are no such data for direct solver. The main reasons - there are many factors effect on Direct Solver performance and the RAM available in native mode <= 8 Gb