Ubuntu Manpage: likwid-perfctr - configure and read out hardware performance counters on x86, ARM and

NAME

       likwid-perfctr  -  configure  and  read  out hardware performance counters on x86, ARM and
       POWER CPUs and Nvidia GPUs

SYNOPSIS

       likwid-perfctr   [-vhHmaiefO]    [-c    core_list]    [-C    core_list_for_pinning]    [-g
       performance_group     or    performance_event_string]    [-t    timeline_frequency]    [-S
       monitoring_time]  [-T  group_switch_frequency]  [-V  verbosity]   [-M   access_mode]   [-o
       output_file]  [-s skip_mask] [-E search_str] [-G gpu_list(*)] [-W gpu_performance_group or
       gpu_performance_event_string(*)] [--stats]

DESCRIPTION

       likwid-perfctr is a lightweight  command  line  application  to  configure  and  read  out
       hardware performance monitoring data on supported x86, ARM and POWER processors and Nvidia
       GPUs. It can measure either as wrapper without changing the measured application  or  with
       marker  API functions inside the code, which will turn on and off the counters.  There are
       preconfigured performance groups with useful event sets and derived metrics. Additionally,
       arbitrary  events  can  be  measured  with  custom  event sets. The marker API can measure
       multiple named regions and  the  results  are  accumulated  over  multiple  region  calls.
       (*)OptiononlyavailableifbuiltwithNvidiaGPUsupport

OPTIONS

-v, --version
prints version information to standard output, then exits.

-h, --help
prints a help message to standard output, then exits.

-H prints group help message (use together with -g switch).

-V <level>, --verbose <level>
verbose output during execution for debugging. 0 for only errors, 1 for
informational output, 2 for detailed output and 3 for developer output

-m, --marker
run in marker API mode

-a print available performance groups for current processor, then exit.

-e print available counters and performance events of current processor and (if
available) Nvidia GPUs.

-o, --output <filename>
store all output to a file instead of stdout. For the filename the following
placeholders are supported: %j for PBS_JOBID, %r for MPI RANK (only Intel MPI at
the moment), %h host name and %p for process pid. The placeholders must be
separated by underscore as, e.g., -o test_%h_%p. You must specify a suffix to the
filename. For txt the output is printed as is to the file. Other suffixes trigger a
filter on the output. Available filters are csv (comma separated values), xml and
json at the moment.

-O print output in CSV format (conform to RFC 4180, see
https://tools.ietf.org/html/rfc4180 for details).

-i, --info
print cpuid information about processor and about Intel Performance Monitoring
features, then exit.

-c <cpu expression>
specify a numerical list of processors. The list may contain multiple items,
separated by comma, and ranges. For example 0,3,9-11.

-C <cpu expression>
specify a numerical list of processors. The list may contain multiple items,
separated by comma, and ranges. For example 0,3,9-11. This variant will also pin
the threads to the cores. Also logical numberings can be used.

-g, --group <performance group> or <performance event set string>
specify which performance group to measure. This can be one of the tags output with
the -a flag. Also a custom event set can be specified by a comma separated list of
events. Each event has the format eventId:register with the the register being one
of a architecture supported performance counter registers.

-t <frequency of measurements>
timeline mode for time resolved measurements. The time unit must be given on
command line, e.g. 4s, 500ms or 900us.

-S <waittime between measurements>
End-to-end measurement using likwid-perfctr but sleep instead of executing an
application. The time unit must be given on command line, e.g. 4s, 500ms or 900us.

-T <time between group switches>
Frequency to switch groups if multiple are given on commandline, default is 2s.
Value is ignored for a single event set and default frequency of 30s is used to
catch overflows. The time unit must be given on command line, e.g. 4s, 500ms or
900us.

-s, --skip <mask>
Specify skip mask as HEX number. For each set bit the corresponding thread is
skipped.

-f, --force
Force writing of registers even if they are in use.

-E <search_str>
Print only events and corresponding counters matching <search_str>

-G, --gpus <gpu_list>
specify a numerical list of GPU IDs. The list may contain multiple items, separated
by comma, and ranges. For example 0,3,9-11.

-W, --gpugroup <gpu performance group> or <gpu performance event set string>
specify which performance group to measure on the specified Nvidia GPUs. This can
be one of the tags output with the -a flag in the GPU section. Also a custom event
set can be specified by a comma separated list of events. Each event has the format
eventId:GPUx (x=0,1,2,...). You can add as many events to the string until you hit
an error.

--stats
Always print statistics table

EXAMPLE

Because likwid-perfctr measures on processors and not single applications it is necessary
to ensure that processes and threads are pinned to dedicated resources. You can either pin
the application yourself or use the builtin pin functionality.

1. As wrapper with performance group:

likwid-perfctr -C 0-2 -g TLB ./cacheBench -n 2 -l 1048576 -i 100 -t Stream

The parent process is pinned to processor 0, Thread 0 to processor 1 and Thread 1 to
processor 2.

2. As wrapper with custom event set on AMD:

likwid-perfctr -C 0-4 -g INSTRUCTIONS_RETIRED_SSE:PMC0,CPU_CLOCKS_UNHALTED:PMC3
./cacheBench

It is specified that the event INSTRUCTIONS_RETIRED_SSE is measured on counter PMC0 and
the event CPU_CLOCKS_UNHALTED on counter PMC3. It is possible calculate the run time of
all threads based on the CPU_CLOCKS_UNHALTED event. If you want this you have to include
this event in your custom event string as shown above.

3. As wrapper with custom event set on Intel:

likwid-perfctr -C 0 -g INSTR_RETIRED_ANY:FIXC0,CPU_CLK_UNHALTED_CORE:FIXC1 ./stream-icc

On Intel processors fixed events are measured on dedicated counters. These are
INSTR_RETIRED_ANY and CPU_CLK_UNHALTED_CORE. If you configure these fixed counters,
likwid-perfctr will calculate the run time and CPI metrics for your run.

4. Using the marker API to measure only parts of your code (this can be used both with
groups or custom event sets):

likwid-perfctr -m -C 0-4 -g INSTRUCTIONS_RETIRED_SSE:PMC0,CPU_CLOCKS_UNHALTED:PMC3
./cacheBench

You have to link you code against liblikwid.so and use the marker API calls. Examples can
be found in examples folder /usr/share/likwid/examples. The following code snippet shows
the necessary calls:

#include <likwid-marker.h>

/* only one thread calls init */
LIKWID_MARKER_INIT;

/* Can be called by each thread the should
* perform measurements. It is only needed
* if the pinning feature of LIKWID failed
* and the threads need to be pinned explicitly.
*
* If you place it in the same parallel
* region as LIKWID_MARKER_START, perform a
* barrier between the statements to avoid
* timing problems.
*/
LIKWID_MARKER_THREADINIT;

/* If you run the code region only once, register
* the region tag previously to reduce the overhead
* of START and STOP calls. Call it once for each
* thread in parallel environment.
* Note: No whitespace characters are allowed in the region tags
* This call is optional but RECOMMENDED, START will do the same operations.
*/
LIKWID_MARKER_REGISTER("name");

/* Start measurement
* Note: No whitespace characters are allowed in the region tags
*/
LIKWID_MARKER_START("name");
/*
* Your code to be measured is here
* You can also nest named regions
* No whitespaces are allowed in the region names!
*/
LIKWID_MARKER_STOP("name");

/* If you want to measure multiple groups/event sets
* Switches through groups in round-robin fashion
*/
LIKWID_MARKER_SWITCH;

/* If you want to get the data of a region inside your application
* nevents in an (int*) and used as input length of the events array. After the
* call, nevents contains the actual amount of events
* events is an array of doubles (double*), time is a pointer to double to
* retrieve the measured runtime of the region and count is a pointer to int
* and is filled with the call count of the region.
*/
LIKWID_MARKER_GET("name", nevents, events, time, count);

/* If you want to reset the counts for a region
*/
LIKWID_MARKER_RESET("name");

/* Finally */
LIKWID_MARKER_CLOSE;

5. Using likwid in timeline mode:

likwid-perfctr -c 0-3 -g FLOPS_DP -t 300ms ./cacheBench > out.txt

This will read out the counters every 300ms on physical hardware threads 0-3 and write the
results to out.txt. The application is not pinned to the CPUs. The output syntax of the
timeline mode is for custom event sets:

For performance groups with metrics: <groupID> <numberOfMetrics> <numberOfThreads>
<Timestamp> <Metric1_Thread1> <Metric2_Thread1> ... <Metric1_Thread2> ...<MetricN_ThreadM>

For timeline mode there is a frontend application likwid-perfscope(1), which enables live
plotting of selected events. Please be aware that with high frequencies (<100ms), the
values differ from the real results but the behavior of them is valid.

6. Using likwid in stethoscope mode:

likwid-perfctr -c 0-3 -g FLOPS_DP -S 2s

This will start the counters and read them out after 2s on physical hardware threads 0-3
and write the results to stdout.

7. Using likwid with counter options:

likwid-perfctr -c S0:1@S1:1 -g LLC_LOOKUPS_DATA_READ:CBOX0C0:STATE=0x9 ./cacheBench

This will program the counter CBOX0C0 (the counter 0 of the LLC cache box 0) to measure
the event LLC_LOOKUPS_DATA_READ and filter the increments by the state of a cacheline.
STATE=0x9 for this event means all <invalid> and <modified> cachelines. Which options are
allowed for which box is listed in LIKWID's html documentation. The values for the options
can be found in the vendors performance monitoring documentations. Likwid measures the
first CPU of socket 0 and the first CPU of socket 1. See likwid-pin(1) for details
regarding the cpu expressions. For more code examples have a look at the likwid WIKI
pages and LIKWID's html documentation.

7. Using likwid with GPU events and NvMarkerAPI. The CUDA library and CUPTI library must
be reachable (path in LD_LIBRARY_PATH).

likwid-perfctr -G 0,1 -W FLOPS_DP -m ./cudaApp

This runs the application in NvMarkerAPI mode on GPUs 0 and 1 and measures the single-
precision flops. The NvMarkerAPI is similar to the CPU MarkerAPI (compile -DLIKWID_NVMON):

#include <likwid-marker.h>

/* Initialize the library and add configured eventset */ LIKWID_NVMARKER_INIT;

/* If you run the code region only once, register
* the region tag previously to reduce the overhead
* of START and STOP calls. Call it before calling START() for
* the region the first time.
*
* Place it around your CUDA kernel call.
*
* Note: No whitespace characters are allowed in the region tags
* This call is optional but RECOMMENDED, START will do the same operations.
*/ LIKWID_NVMARKER_REGISTER("name");

/* Start measurement on Nvidia GPUs
* Note: No whitespace characters are allowed in the region tags
*/ LIKWID_NVMARKER_START("name"); /*
* Your code to be measured is here
* You can also nest named regions
*/

/* Stop measurment on Nvidia GPUs
* No whitespaces are allowed in the region names!
*/ LIKWID_NVMARKER_STOP("name");

/* If you want to measure multiple groups/event sets
* Switches through groups in round-robin fashion.
*/ LIKWID_NVMARKER_SWITCH;

/* If you want to get the data of a region inside your application
* nevents in an (int*) and used as input length of the events array. After the
* call, nevents contains the actual amount of events. Same for ngpus.
* events is an array of doubles (double*), time is a pointer to double to
* retrieve the measured runtime of the region and count is a pointer to int
* and is filled with the call count of the region.
*/ LIKWID_NVMARKER_GET("name", ngpus, nevents, events, time, count);

/* If you want to reset the counts for a region
*/ LIKWID_NVMARKER_RESET("name");

/* Finally */ LIKWID_NVMARKER_CLOSE;

AUTHOR

       Written by Thomas Gruber <thomas.roehl@googlemail.com>.

BUGS

       Report Bugs on <https://github.com/RRZE-HPC/likwid/issues>.