9618ddefba
* Addition of basic structure
* Reworked categories
* More causal integration additions
* Causal implementation
* Update examples
* delete virtual_speedup files
* Update perfetto submodule to v31.0
* Update dyninst submodule
* Update timemory submodule
* ElfUtils build for libdw
* OMNITRACE_LIKELY and OMNITRACE_UNLIKELY
* Update common lib join
* Examples updates for causal profiling
* config updates with causal options
- OMNITRACE_CAUSAL_FIXED_LINE
- OMNITRACE_CAUSAL_FIXED_SPEEDUP
- OMNITRACE_CAUSAL_FILE
- OMNITRACE_CAUSAL_BINARY_SCOPE
- OMNITRACE_CAUSAL_SOURCE_SCOPE
- version info in banner
- support increments in parse_numeric_range
- fix occasional deadlock in first call to get_config
* PTL general task group
* Always include PID in debug/verbose messages
* Add blocking/unblocking gotchas to runtime init bundle
* CausalState
* thread_data updates
- generic component_bundle_cache
* Improve handling of causal in category_region
* components updates
- backtrace_causal component
- backtrace::get_data member func
- decrease ignore_depth in backtrace::sample(int)
- handle "omnitrace_main" in backtrace::filter_and_patch(...)
- tweak internal thread state scope for pthread_mutex_gotcha wrappers
* simplify tracing get_instrumentation_bundles usage
* sampling updates
- include backtrace_causal component
- disable backtrace_metrics if using causal and not using perfetto
- disable backtrace and backtrace_timestamp when using causal
- post_process_causal
* causal updates
- more checks in blocking_gotcha and unblocking_gotcha start/stop
- miscellaneous overhaul of data
- experiment update
* Remove virtual speedup
* libomnitrace code_object
* causal-profiling test
* libomnitrace library.cpp updates
- handle causal profiling
- fini_bundle
* Disable causal profiling by default
* Updated causal code and example
- example: three execution variants: cpu + rng, cpu, rng
- example: three instrumentation variants: none, omni, coz
- fix blocking gotcha credit
- rework perform_experiment_impl
- get_eligible_address_ranges
- compute_eligible_lines
- support fixed lines/speedups/functions
- update selected_entry to support function mode
- fix causal::delay
- experiment updates
* omnitrace_progress / omnitrace_user_progress
- with accompanying omnitrace_annotated_progress / omnitrace_user_annotated_progress
* Update timemory submodule
* CausalMode
- mode indicated whether causal predictions source be at line-level or function-level
* code_object, config, runtime, sampling, thread_data
- code_object: address_range
- code_object: basic::line_info serialize(), name(), hash()
- config updates
- two signals for causal sampling
- thread_data init fixes
* pthread updates
- pthread_create_gotcha processes delays
- pthread_mutex_gotcha does not wrap pthread_join in causal mode
* backtrace_causal update
- dynamic delay period stats
* main wrapper uses basename of argv[0]
* update elfio submodule
* perf support (currently unused)
* Fix experiment JSON serialization
- static_vector.hpp (unused)
* causal executable + config options updates
- omnitrace-causal exe simplifies running multiple causal configs
- changed the causal config option names
* Support both throughput and latency points
* process-causal-json.py script
- will be used later for testing
* stable_vector
* Rework thread_data
* Improve omnitrace-causal exe
- better verbosity handling
- correct diagnosis of status for child process
- execvpe when only one iteration (debugging)
* Update timemory submodule
* exe --version
- omnitrace, omnitrace-avail, and omnitrace-sample all support --version on command-line
* OMNITRACE_INTERNAL_API + OMNITRACE_{LIKELY,UNLIKELY}
* omnitrace-causal cmake format
* omnitrace config update
- OMNITRACE_CAUSAL_FILE_CLOBBER
* custom exception
- wraps STL exception and gets stacktrace during construction
* exit_gotcha supports _Exit
* use global construct_on_init + max threads
- add some safety when exceeding max # of threads
* update code_object binary filter
- exclude dyninst and tbbmalloc library
* containers: c_array, static_vector, stable_vector
- moved utility::c_array to container::c_array
- created static_vector: std::vector bound to std::array
- created stable_vector: vector with stable references
* grow thread_data when new thread created
* causal updates
- data: improve compute_eligible_lines to ignore lambdas
- data: use new thread_data
- delay: use new thread_data
- experiment: properly support latency points
- experiment: support file clobber
- experiment: ensure non-zero experiment time
- progress_point: use new thread_data
- backtrace_causal: use new thread_data
* Update causal-profiling tests
* fix omnitrace-causal backslash escaping
* process-causal-json script
* restructure causal implementation
- update verbose messages for omnitrace-causal diagnose_status
- migrated causal implementation in sampling.cpp to causal/sampling.cpp
- OMNITRACE_USE_CAUSAL does not require OMNITRACE_USE_SAMPLING
- added Mode::Causal
- causal sampling uses same signals as regular sampling
- moved tracing::thread_init to implementation file
- combined tracing::thread_init and tracing::thread_init_sampling
- added causal/components folder
- pthread_create_gotcha::wrapper_config
- omnitrace_preload checks OMNITRACE_USE_CAUSAL
- updates mode accordingly
* update timemory submodule
* update timemory submodule
* causal example updates
- causal for lulesh
* perf code + utility - helpers
- relocated causal perf code
- placement new when generating unique ptr trait for potentially allocating during sampling
- additions to utility header
- removed previously added helpers.hpp
* update timemory submodule
* Default env variables for omnitrace-causal
- activate OMNITRACE_USE_KOKKOSP, etc.
* update stable_vector and static_vector
- static vector can use atomic for size tracking for thread-safe situations
* update causal example header
- CAUSAL_PROGRESS_NAMED
- use CAUSAL_ prefix for some macros
* Tweak lulesh example
- use CAUSAL_PROGRESS instead of CAUSAL_BEGIN and CAUSAL_END
* omnitrace-sample support for causal mode
- set OMNITRACE_USE_SAMPLING to off when OMNITRACE_MODE=causal
* refactor and cleanup code_object
- scope filter
- fixes to address_range
* overhaul causal data + causal config options
- full support for function and line mode
- support static vector of instruction pointers
- improve line info mapping resolution
- remove thread-locality from miscellanous functions where unnecessary
- causal options for {binary,source,function,fileline} exclusion
* causal experiment, sampling, and backtrace updates
- is_selected + unwind address array
- experiment warning about progress points
- increased buffer size for backtrace_casual sampler
- backtrace_causal only stores IP addresses instead of full unwind info
* category_region updates
- minor refactor
- local_category_region::mark
* Update causal tests
* Bump version to 1.8.0
* omnitrace-causal args + CLOBBER -> RESET
- renamed OMNITRACE_CAUSAL_FILE_CLOBBER to OMNITRACE_CAUSAL_FILE_RESET
- updated omnitrace-causal exe to support recently added configuration options
- other miscellaneous tweaks to data.cpp, experiment.cpp, and sampling.cpp
* Refactor causal and code_object
- code_object.hpp and code_object.cpp moved into binary folder
- causal components namespaced into omnitrace::causal::component
- moved sample_data out of backtrace_causal and into own file
- renamed backtrace_causal to causal::component::backtrace
* preload omnitrace_init + OMNITRACE_DEBUG_MARK
- env OMNITRACE_DEBUG_MARK
- fix omnitrace_init call when LD_PRELOAD-ing omnitrace
* Fix fileline support + line-info output names + experiment log
- line-info log files are prefixed with experiment name
- don't print experiment duration when E2E
- account for fileline scope in analysis
* KokkosP: OMNITRACE_KOKKOSP_NAME_LENGTH_MAX
- config option to limit the name of kokkos tool callbacks
- remove [kokkos] from KokkosP names
* Update causal example
- minor tweaks to decrease probability of overlapping regions in binary
* omnitrace-causal update
- prefix N / Ntot in environment printout
* Miscellaneous updates
- causal::finish_experimenting()
- OMNITRACE_CAUSAL_RANDOM_SEED
- KokkosP causal updates
- exclude some callbacks, make some callbacks unique, etc.
- address_range::operator+=(address_range)
- combine contiguous ranges in binary/analysis.cpp when file, func, line is same and address range is contiguous
- bfd_line_info reads inline info
- wait for perform_experiment_impl to complete
- causal::delay updates
- delay::process checks if experiment is active
- uses threading::get_id()
- experiment scales duration up for larger speedup experiments
- line info samples includes excluded lines
- sampler uses CLOCK_REALTIME
- blocking_gotcha updates
- is no longer fully static
- adds audit routine which sets the postblock value to zero if try/timed routine fails
- category::host was added to causal_throughput_categories_t
- pthread_create_gotcha sets new threads local parent delay
- was using internal value, now uses sequent value
* Causal improvements to KokkosP
* Updates to experiment time scaling
- use stats instead of just max
* binary/link_map.{hpp,cpp}
* update process-causal-json.py
* Folded fileline scope into source scope
* Update documentation
- Add documentation for causal profiling
- Replace 'Omnitrace' with 'OmniTrace' everywhere
* Update causal-helpers.cmake + omnitrace-testing.cmake
- split tests/CMakeLists.txt partially into omnitrace-testing.cmake
* omnitrace/causal.h
- OMNITRACE_CAUSAL_PROGRESS
- OMNITRACE_CAUSAL_PROGRESS_NAMED
- OMNITRACE_CAUSAL_BEGIN
- OMNITRACE_CAUSAL_END
* selected_entry + remove default filters for lambdas and operator()
- selected entry stores range and binary load address
* update process-causal-json.py
* format examples/lulesh/CMakeLists.txt
* causal-helpers find_package(Threads)
* OMNITRACE_KOKKOSP_KERNEL_LOGGER
- was OMNITRACE_KOKKOS_KERNEL_LOGGER
* quiet find of coz-profiler
* Fix rocm_smi exception handling
* Update timemory submodule (binutils)
- fix binutls compile error on some systems
- bump binutils to v2.40
* Fix miscellaneous tests
* OMNITRACE_KOKKOSP_PREFIX
* revert rocm_smi handling
* ElfUtils updates
- default to download version 0.188
- add -Wno-error=null-dereference due to GCC 12 compiler error
* Update causal example
* Remove OMNITRACE_VERBOSE from global workflow envs
* Reliable causal test
* disable compilation of causal perf files
* Remove set_current_selection with unwind stack
* update timemory submodule
* fix for segfault on bionic
- locking in TLS dtor was causing segfault
* remove experiment::is_selected(unwind_stack_t)
* update default init of selected_entry
* Fix for when IP is not offset by load address
* Update CMakeLists.txt
* Miscellaneous updates
- OMNITRACE_WARNING_OR_CI_THROW
- OMNITRACE_REQUIRE
- OMNITRACE_PREFER
- fixed issues with no ASLR
- added load address variable and ipaddr() func to basic/bfd line info
- removed get_basic() from dwarf_line_info
- TIMEMORY_PREFER -> OMNITRACE_PREFER
- removed previously added binary_address and range variables from selected_entry
* Removed superfluous CausalState
* Additional causal tests (lulesh + kokkos)
* filter, prefer, analysis ASLR handling
- removed default filter on cold functions
- fixed OMNITRACE_PREFER
- fixed analysis ASLR handling
* Tweak line-info output
* Removed some superfluous code
- causal/delay
- causal/selected_entry
* Exclude main.cold in function mode
* Update validate-perfetto-proto.py
- account for occasional http errors
* Add sampling test disabling tmp files
* argparser for process-causal-json
- support validation
- support filtering
* Avoid pthread_{lock,unlock} in sampling offload
- use homemade atomic_mutex/atomic_lock since contention will be low and using pthread tools might trigger our wrappers
* Rename process-causal-json.py
- validate-causal-json.py
* rework omnitrace_add_causal_test
- capable of performing validation
- added validation tests
* Fix kokkosp_begin_deep_copy + causal
* Tweak address range in bfd_line_info::read_pc
* Tweak analysis and data IP handling
- look for gaps
* Disable scaling experiment time by speedup
* Revert change in max threads during CI
* binary updates
- significant overhaul of binary analysis implementation
- removed "basic_line_info" and "bfd_line_info" in lieu of "symbol" class
- symbol class has basic BFD info + vector of inlines + vector of dwarf info
* Updated causal to use new binary analysis
- Fix symbol.cpp includes
* Updated formatting target
- include *.cmake files
* Updated causal tests
- causal tests should be stable now
* Update timemory and dyninst submodules
- TPLs are stripped + built w/o debug info
* Increase tolerance for causal validation speedups
- higher speedups have more variance (increased to +/- 5 from 3)
* Support causal output for MPI
- i.e. tag with MPI rank
* omnitrace-causal launcher argument
* improve experiment sampling output
* causal data updates
- call compute lines once
- fixed filtered cached binary info
- debugging info when experiment fails to start
* Tweaked causal validation tests
* dwarf_entry ranges
* CI updates
- increase max threads to 64
* Tweak causal E2E validation tests
- more threads
- shorter thread runtime
- more iterations
* Fix shadowed variable
* fix symbol read_bfd last PC calculation
* fix maybe-uninitialized warning
* omnitrace-causal launcher update
- only inject "omnitrace-causal --" once
- throw error if no matches found
* Update causal profiling docs for launcher
* fix address range boundaries
18 KiB
18 KiB
User API
.. doxygenfile:: omnitrace/types.h
.. doxygenfile:: omnitrace/categories.h
.. doxygenfile:: omnitrace/user.h
.. doxygenfile:: omnitrace/causal.h
By default, when omnitrace detects any omnitrace_user_start_* or omnitrace_user_stop_* function, instrumentation
is disabled at start-up -- thus, omnitrace_user_stop_trace() is not required at the beginning of main. This is
can be manually controlled via the OMNITRACE_INIT_ENABLED environment variable. User-defined regions are always
recorded, regardless of whether whether omnitrace_user_start_* or omnitrace_user_stop_* has been called.
Example
Compilation
CMake
find_package(omnitrace REQUIRED COMPONENTS user)
add_executable(foo foo.cpp)
target_link_libraries(foo PRIVATE omnitrace::omnitrace-user-library)
General
Assuming omnitrace installed in /opt/omnitrace:
g++ -I/opt/omnitrace foo.cpp -o foo -lomnitrace-user
User API Implementation
#include <omnitrace/categories.h>
#include <omnitrace/types.h>
#include <omnitrace/user.h>
#include <atomic>
#include <cassert>
#include <cerrno>
#include <cstdio>
#include <cstdlib>
#include <cstring>
#include <sstream>
#include <thread>
#include <vector>
std::atomic<long> total{ 0 };
long
fib(long n) __attribute__((noinline));
void
run(size_t nitr, long) __attribute__((noinline));
int
custom_push_region(const char* name);
namespace
{
omnitrace_user_callbacks_t custom_callbacks = OMNITRACE_USER_CALLBACKS_INIT;
omnitrace_user_callbacks_t original_callbacks = OMNITRACE_USER_CALLBACKS_INIT;
} // namespace
int
main(int argc, char** argv)
{
custom_callbacks.push_region = &custom_push_region;
omnitrace_user_configure(OMNITRACE_USER_UNION_CONFIG, custom_callbacks,
&original_callbacks);
omnitrace_user_push_region(argv[0]);
omnitrace_user_push_region("initialization");
size_t nthread = std::min<size_t>(16, std::thread::hardware_concurrency());
size_t nitr = 50000;
long nfib = 10;
if(argc > 1) nfib = atol(argv[1]);
if(argc > 2) nthread = atol(argv[2]);
if(argc > 3) nitr = atol(argv[3]);
omnitrace_user_pop_region("initialization");
printf("[%s] Threads: %zu\n[%s] Iterations: %zu\n[%s] fibonacci(%li)...\n", argv[0],
nthread, argv[0], nitr, argv[0], nfib);
omnitrace_user_push_region("thread_creation");
std::vector<std::thread> threads{};
threads.reserve(nthread);
// disable instrumentation for child threads
omnitrace_user_stop_thread_trace();
for(size_t i = 0; i < nthread; ++i)
{
threads.emplace_back(&run, nitr, nfib);
}
// re-enable instrumentation
omnitrace_user_start_thread_trace();
omnitrace_user_pop_region("thread_creation");
omnitrace_user_push_region("thread_wait");
for(auto& itr : threads)
itr.join();
omnitrace_user_pop_region("thread_wait");
run(nitr, nfib);
printf("[%s] fibonacci(%li) x %lu = %li\n", argv[0], nfib, nthread, total.load());
omnitrace_user_pop_region(argv[0]);
return 0;
}
long
fib(long n)
{
return (n < 2) ? n : fib(n - 1) + fib(n - 2);
}
#define RUN_LABEL \
std::string{ std::string{ __FUNCTION__ } + "(" + std::to_string(n) + ") x " + \
std::to_string(nitr) } \
.c_str()
void
run(size_t nitr, long n)
{
omnitrace_user_push_region(RUN_LABEL);
long local = 0;
for(size_t i = 0; i < nitr; ++i)
local += fib(n);
total += local;
omnitrace_user_pop_region(RUN_LABEL);
}
int
custom_push_region(const char* name)
{
if(!original_callbacks.push_region || !original_callbacks.push_annotated_region)
return OMNITRACE_USER_ERROR_NO_BINDING;
printf("Pushing custom region :: %s\n", name);
if(original_callbacks.push_annotated_region)
{
int32_t _err = errno;
char* _msg = nullptr;
char _buff[1024];
if(_err != 0) _msg = strerror_r(_err, _buff, sizeof(_buff));
omnitrace_annotation_t _annotations[] = {
{ "errno", OMNITRACE_INT32, &_err }, { "strerror", OMNITRACE_STRING, _msg }
};
errno = 0; // reset errno
return (*original_callbacks.push_annotated_region)(
name, _annotations, sizeof(_annotations) / sizeof(omnitrace_annotation_t));
}
return (*original_callbacks.push_region)(name);
}
User API Output
$ omnitrace -l --min-instructions=8 -E custom_push_region -o -- ./user-api
...
$ export OMNITRACE_USE_TIMEMORY=ON
$ export OMNITRACE_USE_PID=OFF
$ export OMNITRACE_TIME_OUTPUT=OFF
$ export OMNITRACE_OUTPUT_PATH=omnitrace-example-output
$ ./user-api.inst 20 4 100
Pushing custom region :: ./user-api.inst
[omnitrace][omnitrace_init_tooling] Instrumentation mode: Trace
______ .___ ___. .__ __. __ .___________..______ ___ ______ _______
/ __ \ | \/ | | \ | | | | | || _ \ / \ / || ____|
| | | | | \ / | | \| | | | `---| |----`| |_) | / ^ \ | ,----'| |__
| | | | | |\/| | | . ` | | | | | | / / /_\ \ | | | __|
| `--' | | | | | | |\ | | | | | | |\ \----./ _____ \ | `----.| |____
\______/ |__| |__| |__| \__| |__| |__| | _| `._____/__/ \__\ \______||_______|
Pushing custom region :: initialization
[./user-api.inst] Threads: 4
[./user-api.inst] Iterations: 100
[./user-api.inst] fibonacci(20)...
Pushing custom region :: thread_creation
Pushing custom region :: thread_wait
Pushing custom region :: run(20) x 100
Pushing custom region :: run(20) x 100
Pushing custom region :: run(20) x 100
Pushing custom region :: run(20) x 100
Pushing custom region :: run(20) x 100
[./user-api.inst] fibonacci(20) x 4 = 3382500
[omnitrace][86267][0][omnitrace_finalize] finalizing...
[omnitrace][86267][0] omnitrace : 5.190895 sec wall_clock, 2.748 mb peak_rss, 6.330000 sec cpu_clock, 121.9 % cpu_util [laps: 1]
[omnitrace][86267][0] user-api.inst/thread-0 : 5.078713 sec wall_clock, 4.722415 sec thread_cpu_clock, 93.0 % thread_cpu_util, 1.276 mb peak_rss [laps: 1]
[omnitrace][86267][0] user-api.inst/thread-1 : 0.322248 sec wall_clock, 0.322191 sec thread_cpu_clock, 100.0 % thread_cpu_util, 1.000 mb peak_rss [laps: 1]
[omnitrace][86267][0] user-api.inst/thread-2 : 0.323255 sec wall_clock, 0.323194 sec thread_cpu_clock, 100.0 % thread_cpu_util, 0.000 mb peak_rss [laps: 1]
[omnitrace][86267][0] user-api.inst/thread-3 : 0.323569 sec wall_clock, 0.323484 sec thread_cpu_clock, 100.0 % thread_cpu_util, 1.092 mb peak_rss [laps: 1]
[omnitrace][86267][0] user-api.inst/thread-4 : 0.324178 sec wall_clock, 0.324057 sec thread_cpu_clock, 100.0 % thread_cpu_util, 1.184 mb peak_rss [laps: 1]
[omnitrace][86267][0] Post-processing 51 cpu frequency and memory usage entries...
[omnitrace][wall_clock]|0> Outputting 'omnitrace-user-api.inst-output/wall_clock.json'...
[omnitrace][wall_clock]|0> Outputting 'omnitrace-user-api.inst-output/wall_clock.tree.json'...
[omnitrace][wall_clock]|0> Outputting 'omnitrace-user-api.inst-output/wall_clock.txt'...
[omnitrace][manager::finalize][metadata]> Outputting 'omnitrace-user-api.inst-output/metadata.json' and 'omnitrace-user-api.inst-output/functions.json'...
[omnitrace][86267][0][omnitrace_finalize] Finalized
$ cat omnitrace-example-output/wall_clock.txt
|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| REAL-CLOCK TIMER (I.E. WALL-CLOCK TIMER) |
|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| LABEL | COUNT | DEPTH | METRIC | UNITS | SUM | MEAN | MIN | MAX | VAR | STDDEV | % SELF |
|---------------------------------------------------------------------------------|--------|--------|------------|--------|----------|----------|----------|----------|----------|----------|--------|
| |0>>> ./user-api.inst | 1 | 0 | wall_clock | sec | 5.078521 | 5.078521 | 5.078521 | 5.078521 | 0.000000 | 0.000000 | 0.0 |
| |0>>> |_initialization | 1 | 1 | wall_clock | sec | 0.000004 | 0.000004 | 0.000004 | 0.000004 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_thread_creation | 1 | 1 | wall_clock | sec | 0.000159 | 0.000159 | 0.000159 | 0.000159 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_thread_wait | 1 | 1 | wall_clock | sec | 0.355307 | 0.355307 | 0.355307 | 0.355307 | 0.000000 | 0.000000 | 0.0 |
| |0>>> |_std::vector<std::thread, std::allocator<std::thread> >::begin | 1 | 2 | wall_clock | sec | 0.000001 | 0.000001 | 0.000001 | 0.000001 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::vector<std::thread, std::allocator<std::thread> >::end | 1 | 2 | wall_clock | sec | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_pthread_join | 4 | 2 | wall_clock | sec | 0.355257 | 0.088814 | 0.000001 | 0.333144 | 0.026559 | 0.162970 | 100.0 |
| |2>>> |_start_thread | 1 | 3 | wall_clock | sec | 0.000032 | 0.000032 | 0.000032 | 0.000032 | 0.000000 | 0.000000 | 100.0 |
| |1>>> |_start_thread | 1 | 3 | wall_clock | sec | 0.000036 | 0.000036 | 0.000036 | 0.000036 | 0.000000 | 0.000000 | 100.0 |
| |3>>> |_start_thread | 1 | 3 | wall_clock | sec | 0.000034 | 0.000034 | 0.000034 | 0.000034 | 0.000000 | 0.000000 | 100.0 |
| |4>>> |_start_thread | 1 | 3 | wall_clock | sec | 0.000039 | 0.000039 | 0.000039 | 0.000039 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_run | 1 | 1 | wall_clock | sec | 4.722993 | 4.722993 | 4.722993 | 4.722993 | 0.000000 | 0.000000 | 0.0 |
| |0>>> |_std::char_traits<char>::length | 1 | 2 | wall_clock | sec | 0.000001 | 0.000001 | 0.000001 | 0.000001 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::distance<char const*> | 1 | 2 | wall_clock | sec | 0.000001 | 0.000001 | 0.000001 | 0.000001 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::operator+<char, std::char_traits<char>, std::allocator<char> > | 2 | 2 | wall_clock | sec | 0.000002 | 0.000001 | 0.000001 | 0.000001 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_run(20) x 100 | 1 | 2 | wall_clock | sec | 4.722951 | 4.722951 | 4.722951 | 4.722951 | 0.000000 | 0.000000 | 0.0 |
| |0>>> |_run [{94,25}-{96,25}] | 1 | 3 | wall_clock | sec | 4.722925 | 4.722925 | 4.722925 | 4.722925 | 0.000000 | 0.000000 | 0.0 |
| |0>>> |_fib | 100 | 4 | wall_clock | sec | 4.722718 | 0.047227 | 0.046713 | 0.051987 | 0.000000 | 0.000625 | 0.0 |
| |0>>> |_fib | 200 | 5 | wall_clock | sec | 4.722302 | 0.023612 | 0.017827 | 0.034091 | 0.000032 | 0.005627 | 0.0 |
| |0>>> |_fib | 400 | 6 | wall_clock | sec | 4.721485 | 0.011804 | 0.006790 | 0.023003 | 0.000016 | 0.004024 | 0.0 |
| |0>>> |_fib | 800 | 7 | wall_clock | sec | 4.719858 | 0.005900 | 0.002564 | 0.016078 | 0.000006 | 0.002498 | 0.1 |
| |0>>> |_fib | 1600 | 8 | wall_clock | sec | 4.716572 | 0.002948 | 0.000977 | 0.011849 | 0.000002 | 0.001465 | 0.1 |
| |0>>> |_fib | 3200 | 9 | wall_clock | sec | 4.709918 | 0.001472 | 0.000371 | 0.008246 | 0.000001 | 0.000831 | 0.3 |
| |0>>> |_fib | 6400 | 10 | wall_clock | sec | 4.696775 | 0.000734 | 0.000140 | 0.005111 | 0.000000 | 0.000461 | 0.6 |
| |0>>> |_fib | 12800 | 11 | wall_clock | sec | 4.670093 | 0.000365 | 0.000050 | 0.003166 | 0.000000 | 0.000253 | 1.1 |
| |0>>> |_fib | 25600 | 12 | wall_clock | sec | 4.617496 | 0.000180 | 0.000017 | 0.001959 | 0.000000 | 0.000137 | 2.3 |
| |0>>> |_fib | 51200 | 13 | wall_clock | sec | 4.512671 | 0.000088 | 0.000004 | 0.001212 | 0.000000 | 0.000074 | 4.6 |
| |0>>> |_fib | 102400 | 14 | wall_clock | sec | 4.304142 | 0.000042 | 0.000000 | 0.000752 | 0.000000 | 0.000039 | 9.6 |
| |0>>> |_fib | 202600 | 15 | wall_clock | sec | 3.892580 | 0.000019 | 0.000000 | 0.000469 | 0.000000 | 0.000021 | 19.0 |
| |0>>> |_fib | 363200 | 16 | wall_clock | sec | 3.151143 | 0.000009 | 0.000000 | 0.000293 | 0.000000 | 0.000011 | 33.2 |
| |0>>> |_fib | 502000 | 17 | wall_clock | sec | 2.105217 | 0.000004 | 0.000000 | 0.000183 | 0.000000 | 0.000006 | 49.1 |
| |0>>> |_fib | 476000 | 18 | wall_clock | sec | 1.071652 | 0.000002 | 0.000000 | 0.000114 | 0.000000 | 0.000004 | 63.6 |
| |0>>> |_fib | 294200 | 19 | wall_clock | sec | 0.390193 | 0.000001 | 0.000000 | 0.000071 | 0.000000 | 0.000003 | 75.3 |
| |0>>> |_fib | 115200 | 20 | wall_clock | sec | 0.096190 | 0.000001 | 0.000000 | 0.000043 | 0.000000 | 0.000002 | 84.4 |
| |0>>> |_fib | 27400 | 21 | wall_clock | sec | 0.015020 | 0.000001 | 0.000000 | 0.000025 | 0.000000 | 0.000001 | 91.1 |
| |0>>> |_fib | 3600 | 22 | wall_clock | sec | 0.001336 | 0.000000 | 0.000000 | 0.000013 | 0.000000 | 0.000001 | 96.3 |
| |0>>> |_fib | 200 | 23 | wall_clock | sec | 0.000050 | 0.000000 | 0.000000 | 0.000001 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::char_traits<char>::length | 1 | 3 | wall_clock | sec | 0.000001 | 0.000001 | 0.000001 | 0.000001 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::distance<char const*> | 1 | 3 | wall_clock | sec | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::operator+<char, std::char_traits<char>, std::allocator<char> > | 2 | 3 | wall_clock | sec | 0.000001 | 0.000001 | 0.000000 | 0.000001 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::operator& | 1 | 1 | wall_clock | sec | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 100.0 |
| |0>>> std::vector<std::thread, std::allocator<std::thread> >::~vector | 1 | 0 | wall_clock | sec | 0.000045 | 0.000045 | 0.000045 | 0.000045 | 0.000000 | 0.000000 | 32.7 |
| |0>>> |_std::thread::~thread | 4 | 1 | wall_clock | sec | 0.000030 | 0.000007 | 0.000007 | 0.000009 | 0.000000 | 0.000001 | 31.2 |
| |0>>> |_std::thread::joinable | 4 | 2 | wall_clock | sec | 0.000021 | 0.000005 | 0.000005 | 0.000006 | 0.000000 | 0.000001 | 89.4 |
| |0>>> |_std::thread::id::id | 4 | 3 | wall_clock | sec | 0.000001 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::operator== | 4 | 3 | wall_clock | sec | 0.000001 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::allocator_traits<std::allocator<std::thread> >::deallocate | 1 | 1 | wall_clock | sec | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 100.0 |
| |0>>> |_std::allocator<std::thread>::~allocator | 1 | 1 | wall_clock | sec | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 100.0 |
|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|