Libraries(Hawk)

AOCL

The AMD Optimizing CPU Libraries (AOCL) are available via

module load numlib/aocl/2.0

They are optimized to utilize AMD EPYC processors in an optimal way.

Library	Purpose	Source	License	URL
amd-blis/amd-blis-mt	BLIS is a portable software framework for instantiating high-performance BLAS-like dense linear algebra libraries.	https://github.com/amd/blis	3-clause BSD	https://developer.amd.com/amd-aocl/blas-library/
amd-fftw	An AMD optimized FFTW that includes selective kernels and routines optimized for the AMD EPYC™ processor family.	https://github.com/amd/amd-fftw	GPLv2	https://developer.amd.com/amd-aocl/fftw/
amd-libflame	libFLAME is a portable library for dense matrix computations, providing much of the functionality present in LAPACK.	https://github.com/amd/libflame	3-clause BSD	http://developer.amd.com/amd-cpu-libraries/blas-library/#libflame
amd-libm	amd-libm implements optimized trigonometric, logarithmic/exponential, power, etc. functions that should perform better than the system libm. Provides vector intrinsics of these as well (currently for __m128 __m128d types).	proprietary	AMD LibM EULA	http://developer.amd.com/amd-cpu-libraries/amd-math-library-libm/
amd-rng	AMD Random Number Generator Library is a pseudorandom number generator library. It provides a comprehensive set of statistical distribution functions and various uniform distribution generators (base generators) including Wichmann-Hill and Mersenne Twister.	proprietary	AMD RNG EULA	http://developer.amd.com/amd-cpu-libraries/rng-library/
amd-securerng	The AMD Secure Random Number Generator (RNG) is a library that provides APIs to access the cryptographically secure random numbers generated by AMD’s hardware-based random number generator implementation.	proprietary	AMD SecureRNG EULA	http://developer.amd.com/amd-cpu-libraries/rng-library/#securerng

Intel MKL

Intel MKL is available with

module load mkl/<version>

To link to this library with default settings with the intel compiler, you can use the -mkl flag:

# Link with Intel MKL dynamically
icc/ifort ... -mkl

# Link with Intel MKL statically
icc/ifort ... -mkl -static-intel

For more settings and for other compilers (gcc, LLVM, etc.), there is an Intel MKL Link Line Advisor

Intel MKL seems to be using a 'Cripple AMD CPU' functionality that suppresses AVX/AVX2 code paths for AMD CPUs even though these are capable.

This behavior can be bypassed with an undocumented environment variable set during runtime:

export MKL_DEBUG_CPU_TYPE=5
./a.out

In tests with Intels MKL sample codes setting this environment variable has lead to a 2-3x better performance on a Zen 2 AMD CPU.

This environment variable is currently set as default for all users.

Further libraries

In order to get an up-to-date list, please refer to

module avail