Likwid is a simple to install and use toolsuite of command line applications and a library for performance oriented programmers. It works for Intel, AMD, ARMv8 and POWER9 processors on the Linux operating system. There is additional support for Nvidia and AMD GPUs. There is support for ARMv7 and POWER8/9 but there is currently no test machine in our hands to test them properly.
It consists of:
- likwid-topology: print thread, cache and NUMA topology
- likwid-perfctr: configure and read out hardware performance counters on Intel, AMD, ARM and POWER processors and Nvidia GPUs
- likwid-powermeter: read out RAPL Energy information and get info about Turbo mode steps
- likwid-pin: pin your threaded application (pthread, Intel and gcc OpenMP to dedicated processors)
- likwid-bench: Micro benchmarking platform for CPU architectures
- likwid-features: Print and manipulate cpu features like hardware prefetchers (x86 only)
- likwid-genTopoCfg: Dumps topology information to a file
- likwid-mpirun: Wrapper to start MPI and Hybrid MPI/OpenMP applications (Supports Intel MPI, OpenMPI, MPICH and SLURM)
- likwid-perfscope: Frontend to the timeline mode of likwid-perfctr, plots live graphs of performance metrics using gnuplot
- likwid-memsweeper: Sweep memory of NUMA domains and evict cachelines from the last level cache
- likwid-setFrequencies: Tool to control the CPU and Uncore frequencies (x86 only)
- likwid-sysFeatures: Tool to system settings like frequencies, powercaps and prefetchers (experimental)
For further information please take a look at the Wiki or contact us via Matrix chat LIKWID General.
Intel
- Intel Atom
- Intel Pentium M
- Intel Core2
- Intel Nehalem
- Intel NehalemEX
- Intel Westmere
- Intel WestmereEX
- Intel Xeon Phi (KNC)
- Intel Silvermont & Airmont
- Intel Goldmont
- Intel SandyBridge
- Intel SandyBridge EP/EN
- Intel IvyBridge
- Intel IvyBridge EP/EN/EX
- Intel Xeon Phi (KNL, KNM)
- Intel Haswell
- Intel Haswell EP/EN/EX
- Intel Broadwell
- Intel Broadwell D
- Intel Broadwell EP
- Intel Skylake
- Intel Kabylake
- Intel Coffeelake
- Intel Skylake SP
- Intel Cascadelake SP
- Intel Icelake
- Intel Icelake SP
- Intel Tigerlake (experimental)
- Intel SapphireRapids
AMD
- AMD K8
- AMD K10
- AMD Interlagos
- AMD Kabini
- AMD Zen
- AMD Zen2
- AMD Zen3
- AMD Zen4
ARM
- ARMv7
- ARMv8
- Special support for Marvell Thunder X2
- Fujitsu A64FX
- ARM Neoverse N1 (AWS Graviton 2)
- ARM Neoverse V1
- HiSilicon TSV110
- Apple M1 (only with Linux)
POWER (experimental)
- IBM POWER8
- IBM POWER9
Nvidia GPUs
AMD GPUs
You can get the releases of LIKWID at: http://ftp.fau.de/pub/likwid/
For build and installation hints see INSTALL file or check the build instructions page in the wiki https://github.com/RRZE-HPC/likwid/wiki/Build
For quick install:
VERSION=stable
wget http://ftp.fau.de/pub/likwid/likwid-$VERSION.tar.gz
tar -xaf likwid-$VERSION.tar.gz
cd likwid-*
vi config.mk # configure build, e.g. change installation prefix and architecture flags
make
sudo make install # sudo required to install the access daemon with proper permissionsFor ARM builds, the COMPILER flag in config.mk needs to changed to GCCARMv8 or ARMCLANG (experimental).
For POWER builds, the COMPILER flag in config.mk needs to changed to GCCPOWER or XLC (experimental).
For Nvidia GPU support, set NVIDIA_INTERFACE in config.mk to true and adjust build-time variables if needed
For AMD GPU support, set ROCM_INTERFACE in config.mk to true and adjust build-time variables if needed
likwid-topology
-------------------------------------------------------------------------------- CPU name: Intel(R) Core(TM) i7-6700K CPU @ 4.00GHz CPU type: Intel Skylake processor CPU stepping: 3 ******************************************************************************** Hardware Thread Topology ******************************************************************************** Sockets: 1 Cores per socket: 4 Threads per core: 2 -------------------------------------------------------------------------------- HWThread Thread Core Die Socket Available 0 0 0 0 0 * 1 0 1 0 0 * 2 0 2 0 0 * 3 0 3 0 0 * 4 1 0 0 0 * 5 1 1 0 0 * 6 1 2 0 0 * 7 1 3 0 0 * -------------------------------------------------------------------------------- Socket 0: ( 0 4 1 5 2 6 3 7 ) -------------------------------------------------------------------------------- ******************************************************************************** Cache Topology ******************************************************************************** Level: 1 Size: 32 kB Cache groups: ( 0 4 ) ( 1 5 ) ( 2 6 ) ( 3 7 ) -------------------------------------------------------------------------------- Level: 2 Size: 256 kB Cache groups: ( 0 4 ) ( 1 5 ) ( 2 6 ) ( 3 7 ) -------------------------------------------------------------------------------- Level: 3 Size: 8 MB Cache groups: ( 0 4 1 5 2 6 3 7 ) -------------------------------------------------------------------------------- ******************************************************************************** NUMA Topology ******************************************************************************** NUMA domains: 1 -------------------------------------------------------------------------------- Domain: 0 Processors: ( 0 4 1 5 2 6 3 7 ) Distances: 10 Free memory: 318.203 MB Total memory: 7626.23 MB --------------------------------------------------------------------------------
likwid-perfctr
$ likwid-perfctr -C 0 -g L2 hostname -------------------------------------------------------------------------------- CPU name: Intel(R) Core(TM) i7-6700K CPU @ 4.00GHz CPU type: Intel Skylake processor CPU clock: 4.01 GHz -------------------------------------------------------------------------------- mytesthost -------------------------------------------------------------------------------- Group 1: L2 +-----------------------+---------+------------+ | Event | Counter | HWThread 0 | +-----------------------+---------+------------+ | INSTR_RETIRED_ANY | FIXC0 | 321342 | | CPU_CLK_UNHALTED_CORE | FIXC1 | 450498 | | CPU_CLK_UNHALTED_REF | FIXC2 | 1118900 | | L1D_REPLACEMENT | PMC0 | 6670 | | L1D_M_EVICT | PMC1 | 1840 | | ICACHE_64B_IFTAG_MISS | PMC2 | 9293 | +-----------------------+---------+------------++--------------------------------+------------+ | Metric | HWThread 0 | +--------------------------------+------------+ | Runtime (RDTSC) [s] | 0.0022 | | Runtime unhalted [s] | 0.0001 | | Clock [MHz] | 1613.6392 | | CPI | 1.4019 | | L2D load bandwidth [MBytes/s] | 197.8326 | | L2D load data volume [GBytes] | 0.0004 | | L2D evict bandwidth [MBytes/s] | 54.5745 | | L2D evict data volume [GBytes] | 0.0001 | | L2 bandwidth [MBytes/s] | 528.0381 | | L2 data volume [GBytes] | 0.0011 | +--------------------------------+------------+
likwid-pin
$ likwid-pin -c 0,1,2 ./a.out [pthread wrapper] [pthread wrapper] MAIN -> 0 [pthread wrapper] PIN_MASK: 0->1 1->2 [pthread wrapper] SKIP MASK: 0x0 threadid 140566548539136 -> hwthread 1 - OK threadid 140566540146432 -> hwthread 2 - OK Number of Threads requested = 3 Thread 0 running on processor 0 .... Thread 1 running on processor 1 .... Thread 2 running on processor 2 .... [...]
likwid-bench
$ likwid-bench -t triad_avx -W N:2GB:3 Warning: Sanitizing vector length to a multiple of the loop stride 16 and thread count 3 from 62500000 elements (500000000 bytes) to 62499984 elements (499999872 bytes) Allocate: Process running on hwthread 0 (Domain N) - Vector length 62499984/499999872 Offset 0 Alignment 512 Allocate: Process running on hwthread 0 (Domain N) - Vector length 62499984/499999872 Offset 0 Alignment 512 Allocate: Process running on hwthread 0 (Domain N) - Vector length 62499984/499999872 Offset 0 Alignment 512 Allocate: Process running on hwthread 0 (Domain N) - Vector length 62499984/499999872 Offset 0 Alignment 512 Initialization: Each thread in domain initializes its own stream chunks -------------------------------------------------------------------------------- LIKWID MICRO BENCHMARK Test: triad_avx -------------------------------------------------------------------------------- Using 1 work groups Using 3 threads -------------------------------------------------------------------------------- Running without Marker API. Activate Marker API with -m on commandline. -------------------------------------------------------------------------------- Group: 0 Thread 1 Global Thread 1 running on hwthread 4 - Vector length 20833328 Offset 20833328 Group: 0 Thread 0 Global Thread 0 running on hwthread 0 - Vector length 20833328 Offset 0 Group: 0 Thread 2 Global Thread 2 running on hwthread 1 - Vector length 20833328 Offset 41666656 -------------------------------------------------------------------------------- Cycles: 22977763263 CPU Clock: 4007946861 Cycle Clock: 4007946861 Time: 5.733051e+00 sec Iterations: 96 Iterations per thread: 32 Inner loop executions: 1302083 Size (Byte): 1999999488 Size per thread: 666666496 Number of Flops: 3999998976 MFlops/s: 697.71 Data volume (Byte): 63999983616 MByte/s: 11163.34 Cycles per update: 11.488885 Cycles per cacheline: 91.911077 Loads per update: 3 Stores per update: 1 Load bytes per element: 24 Store bytes per elem.: 8 Load/store ratio: 3.00 Instructions: 2374999408 UOPs: 3749999040 --------------------------------------------------------------------------------
likwid-mpirun
$ likwid-mpirun -mpi slurm -np 4 -t 2 ./a.out MPI started Process with rank 0 running on Node f0846.nhr.fau.de core 0 Process with rank 2 running on Node f0859.nhr.fau.de core 0 Process with rank 3 running on Node f0859.nhr.fau.de core 36 Process with rank 1 running on Node f0846.nhr.fau.de core 36 Enter OpenMP parallel region Start OpenMP threads Rank 0 Thread 0 running on Node f0846.nhr.fau.de core 0 Rank 0 Thread 1 running on Node f0846.nhr.fau.de core 1 Rank 1 Thread 0 running on Node f0846.nhr.fau.de core 36 Rank 1 Thread 1 running on Node f0846.nhr.fau.de core 37 Rank 2 Thread 0 running on Node f0859.nhr.fau.de core 0 Rank 2 Thread 1 running on Node f0859.nhr.fau.de core 1 Rank 3 Thread 0 running on Node f0859.nhr.fau.de core 36 Rank 3 Thread 1 running on Node f0859.nhr.fau.de core 37
likwid-powermeter
$ likwid-powermeter -------------------------------------------------------------------------------- CPU name: Intel(R) Core(TM) i7-6700K CPU @ 4.00GHz CPU type: Intel Skylake processor CPU clock: 4.01 GHz -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- Runtime: 2.00019 s Measure for socket 0 on CPU 0 Domain PKG: Energy consumed: 7.47705 Joules Power consumed: 3.73817 Watt Domain PP0: Energy consumed: 5.42047 Joules Power consumed: 2.70998 Watt Domain PP1: Energy consumed: 0.0872803 Joules Power consumed: 0.043636 Watt Domain DRAM: Energy consumed: 1.02612 Joules Power consumed: 0.513013 Watt Domain PLATFORM: Energy consumed: 0 Joules Power consumed: 0 Watt --------------------------------------------------------------------------------
likwid-features
$ likwid-features -c 0 -l Feature HWThread 0 HW_PREFETCHER on CL_PREFETCHER on DCU_PREFETCHER on IP_PREFETCHER on FAST_STRINGS on THERMAL_CONTROL on PERF_MON on FERR_MULTIPLEX off BRANCH_TRACE_STORAGE on XTPR_MESSAGE off PEBS on SPEEDSTEP on MONITOR on SPEEDSTEP_LOCK off CPUID_MAX_VAL off XD_BIT on DYN_ACCEL off TURBO_MODE on TM2 off
For a detailed documentation on the usage of the tools have a look at the html documentation build with doxygen. Call
make docs
or after installation, look at the man pages.
There is also a wiki at the github page: https://github.com/rrze-likwid/likwid/wiki
If you have problems or suggestions please let me know on the likwid mailing list: http://groups.google.com/group/likwid-users
or if it is bug, add an issue at: https://github.com/rrze-likwid/likwid/issues
You can also chat with us through Matrix:
- General chat: https://matrix.to/#/#likwid:matrix.org?via=matrix.org
- Development chat: https://matrix.to/#/#likwid-dev:matrix.org?via=matrix.org
- If you want to use the Marker API with Java, you can find the Java module here: https://github.com/jacek-lewandowski/likwid-java-api
- For Python you can find an interface to the LIKWID API here:
https://github.com/RRZE-HPC/pylikwid or
pip install pylikwid - A Julia interface to LIKWID is provided by the Paderborn Center for Parallel Computing (PC²) and the MIT JuliaLab:
https://github.com/JuliaPerf/LIKWID.jl or
] add LIKWID
We opened a survey at the user mailing list to get a feeling who uses LIKWID and how. Moreover we would be interested if you are missing a feature or what annoys you when using LIKWID. Link to the survey: https://groups.google.com/forum/#!topic/likwid-users/F7TDho3k7ps
LIKWID development was funded by BMBF Germany under the FEPA project, grant 01IH13009. Since 2017 the development is further funded by BMBF Germany under the SeASiTe project, grant 01IH16012A. In 2022, the EE-HPC project is funded by BMBF Germany in the GreenHPC grant.