808ea7dfa7
## Overview
This is a significant PR which has 3 very notable characteristics:
1. Omnitrace colorizes most of it's logging
2. Completely reworked the sampling
- Samples now record the current instruction pointers instead of strings
- This _dramatically_ decreases the overhead of taking a sample
- The collection of metrics during a sample are split out into another component, enabling that data collection to be disabled -- which decreases the sampling overhead even further
- When both `OMNITRACE_SAMPLING_CPUTIME` and `OMNITRACE_SAMPLING_REALTIME` are ON:
- `OMNITRACE_SAMPLING_CPUTIME_FREQ` and `OMNITRACE_SAMPLING_REALTIME_FREQ` can be used to individually control the sampling frequency
- `OMNITRACE_SAMPLING_CPUTIME_DELAY` and `OMNITRACE_SAMPLING_REALTIME_DELAY` can be used to individually control the delay time before starting
- Now, omnitrace does not start a real-time sampler on the main thread unless `OMNITRACE_SAMPLING_REALTIME` is ON
- In the future, an `OMNITRACE_SAMPLING_TIDS` (and real-time, cpu-time variants) configuration variable(s) will allow you to select which threads will be sampled
3. Files produced by `omnitrace` exe -- `available-instr.txt`, `instrumented-instr.txt`, etc. -- now no longer has `-instr` suffix and are placed in `instrumentation/` subfolder, i.e. `available-instr.txt` -> instrumentation/available.txt`
- This helped de-clutter the output folder
Most of the other edits were reorganization (e.g. internal namespace changes), cleanup, and splitting up functionality.
## Bug Fixes
There is a bug fix with respect to the HSA callbacks which disabled sampling on child threads when an HSA API call was made
## Details
- created thread_info struct for mapping different thread IDs
- reorganized file structure significantly
- added categories.hpp, concepts.hpp
- moved around name trait definitions
- moved all omnitrace components into `omnitrace::component` namespace
- there was a lot of inconsistency b/t using `tim::component` in some places and `omnitrace::component`
- added macros like OMNITRACE_DECLARE_COMPONENT in lieu of TIMEMORY_DECLARE_COMPONENT
- OMNITRACE_CRITICAL_TRACE_NUM_THREADS -> OMNITRACE_THREAD_POOL_SIZE
- roctracer and critical_trace use same thread pool
- critical_trace functions do not lock anymore bc of thread-local TaskGroup
- added `component::local_category_region` to support using `component::category_region` without explicitly passing in name
- removed `component::omnitrace` (unused)
- migrated KokkosP and OMPT to use `component::local_category_region`
- removed `component::user_region` as a result
- migrated omnitrace_{push,pop}_{trace,region}_hidden to use component::category_region
- removed `component::functors` as a result
- migrated some ppdefs
- `api::omnitrace` -> `project::omnitrace`
- `api::(...)` -> `category::(...)`
- improved recording the execution time of threads
- migrated this functionality out of pthread_create_gotcha and into thread_info
- moved mpi_gotcha, fork_gotcha, exit_gotcha, rcclp into omnitrace::component namespace
- split backtrace up into backtrace, backtrace_metrics, backtrace_timestamp components
- sampling.cpp handles setup and post-processing that was formerly in backtrace
- updated logging to use colors
- `OMNITRACE_COLORIZED_LOG` config variable
- updated docs on JSON output from timemory
- instrumentation info in instrumentation subfolder
- added testing for KokkosP entries
- added testing for ompt entries
- add_critical_trace function defined in critical_trace.hpp
- disable push_thread_state and pop_thread_state when thread state is Disabled or Completed
- add comp::page_rss to main bundle
- thread_data supports std::optional instead of std::unique_ptr
- thread_data supports tim::identity<T> to avoid unique_ptr or optional
- tracing::record_thread_start_time()
- tracing::push_timemory and tracing::pop_timemory are templated on CategoryT
- removed anonymous namespace from omnitrace::utility
- sampling backtrace stores instruction pointers instead of strings
- component::category_region updates
- handle disabled thread state
- handle finalized state
- fewer debug messages
- invoke thread_init()
- invoke thread_init_sampling()
- handle push/pop count based on category
- push/pop count only modified when used
- component::cpu_freq
- components/ensure_storage.hpp
- reworked the pthread_create replacement function
- updated parallel-overhead example to report # of times locked
- OMNITRACE_MAX_UNWIND_DEPTH build option
- update timemory submodule
329 linhas
13 KiB
C++
329 linhas
13 KiB
C++
// MIT License
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//
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// Copyright (c) 2022 Advanced Micro Devices, Inc. All Rights Reserved.
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//
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// Permission is hereby granted, free of charge, to any person obtaining a copy
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// of this software and associated documentation files (the "Software"), to deal
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// in the Software without restriction, including without limitation the rights
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// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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// copies of the Software, and to permit persons to whom the Software is
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// furnished to do so, subject to the following conditions:
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//
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// The above copyright notice and this permission notice shall be included in all
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// copies or substantial portions of the Software.
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//
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// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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// SOFTWARE.
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#include "library/rocm.hpp"
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#include "library/components/rocprofiler.hpp"
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#include "library/components/roctracer.hpp"
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#include "library/config.hpp"
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#include "library/debug.hpp"
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#include "library/dynamic_library.hpp"
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#include "library/gpu.hpp"
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#include "library/rocm_smi.hpp"
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#include "library/rocprofiler.hpp"
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#include "library/rocprofiler/hsa_rsrc_factory.hpp"
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#include "library/roctracer.hpp"
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#include "library/runtime.hpp"
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#include "library/sampling.hpp"
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#include "library/thread_data.hpp"
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#include "library/tracing.hpp"
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#include <timemory/backends/cpu.hpp>
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#include <timemory/backends/threading.hpp>
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#include <timemory/utility/types.hpp>
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#include <atomic>
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#include <chrono>
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#include <cstdint>
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#include <mutex>
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#include <tuple>
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#define HIP_PROF_HIP_API_STRING 1
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#include <roctracer_ext.h>
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#include <roctracer_hcc.h>
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#include <roctracer_hip.h>
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#define AMD_INTERNAL_BUILD 1
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#include <roctracer_hsa.h>
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#if __has_include(<hip/amd_detail/hip_prof_str.h>) || (defined(OMNITRACE_USE_HIP) && OMNITRACE_USE_HIP > 0)
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# include <hip/amd_detail/hip_prof_str.h>
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# define OMNITRACE_HIP_API_ARGS 1
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#else
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# define OMNITRACE_HIP_API_ARGS 0
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#endif
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#include <rocprofiler.h>
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using namespace omnitrace;
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namespace omnitrace
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{
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namespace rocm
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{
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std::mutex rocm_mutex = {};
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bool is_loaded = false;
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bool on_load_trace = (get_env<int>("ROCP_ONLOAD_TRACE", 0) > 0);
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} // namespace rocm
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} // namespace omnitrace
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std::ostream&
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operator<<(std::ostream& _os, const rocprofiler_settings_t& _v)
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{
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#define ROCPROF_SETTING_FIELD_STR(NAME) JOIN('=', #NAME, _v.NAME)
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_os << JOIN(
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", ", ROCPROF_SETTING_FIELD_STR(intercept_mode),
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ROCPROF_SETTING_FIELD_STR(code_obj_tracking),
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ROCPROF_SETTING_FIELD_STR(memcopy_tracking),
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ROCPROF_SETTING_FIELD_STR(trace_size), ROCPROF_SETTING_FIELD_STR(trace_local),
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ROCPROF_SETTING_FIELD_STR(timeout), ROCPROF_SETTING_FIELD_STR(timestamp_on),
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ROCPROF_SETTING_FIELD_STR(hsa_intercepting),
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ROCPROF_SETTING_FIELD_STR(k_concurrent), ROCPROF_SETTING_FIELD_STR(opt_mode),
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ROCPROF_SETTING_FIELD_STR(obj_dumping));
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return _os;
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}
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// HSA-runtime tool on-load method
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extern "C"
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{
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#if defined(OMNITRACE_USE_ROCPROFILER) && OMNITRACE_USE_ROCPROFILER > 0
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void OnUnloadTool()
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{
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OMNITRACE_BASIC_VERBOSE_F(2 || rocm::on_load_trace, "Unloading...\n");
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rocm::lock_t _lk{ rocm::rocm_mutex, std::defer_lock };
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if(!_lk.owns_lock()) _lk.lock();
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if(!rocm::is_loaded)
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{
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OMNITRACE_BASIC_VERBOSE_F(1 || rocm::on_load_trace,
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"rocprofiler is not loaded\n");
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return;
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}
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rocm::is_loaded = false;
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_lk.unlock();
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// stop_top_level_timer_if_necessary();
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// Final resources cleanup
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omnitrace::rocprofiler::rocm_cleanup();
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}
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void OnLoadToolProp(rocprofiler_settings_t* settings)
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{
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OMNITRACE_BASIC_VERBOSE_F(2 || rocm::on_load_trace, "Loading...\n");
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rocm::lock_t _lk{ rocm::rocm_mutex, std::defer_lock };
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if(!_lk.owns_lock()) _lk.lock();
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if(rocm::is_loaded)
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{
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OMNITRACE_BASIC_VERBOSE_F(1 || rocm::on_load_trace,
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"rocprofiler is already loaded\n");
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return;
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}
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rocm::is_loaded = true;
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_lk.unlock();
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// Enable timestamping
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settings->timestamp_on = 1;
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settings->intercept_mode = 1;
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settings->hsa_intercepting = 1;
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settings->k_concurrent = 1;
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settings->obj_dumping = 0;
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// settings->code_obj_tracking = 0;
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// settings->memcopy_tracking = 0;
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// settings->trace_local = 1;
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// settings->opt_mode = 1;
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// settings->trace_size = 0;
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// settings->timeout = 0;
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OMNITRACE_BASIC_VERBOSE_F(1 || rocm::on_load_trace, "rocprofiler settings: %s\n",
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JOIN("", *settings).c_str());
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// Initialize profiling
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omnitrace::rocprofiler::rocm_initialize();
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HsaRsrcFactory::Instance().PrintGpuAgents("ROCm");
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}
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#endif
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bool OnLoad(HsaApiTable* table, uint64_t runtime_version, uint64_t failed_tool_count,
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const char* const* failed_tool_names)
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{
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OMNITRACE_BASIC_VERBOSE_F(2 || rocm::on_load_trace, "Loading...\n");
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if(!tim::get_env("OMNITRACE_INIT_TOOLING", true)) return true;
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if(!tim::settings::enabled()) return true;
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roctracer_is_init() = true;
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pthread_gotcha::push_enable_sampling_on_child_threads(false);
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OMNITRACE_BASIC_VERBOSE_F(1 || rocm::on_load_trace, "Loading ROCm tooling...\n");
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tim::consume_parameters(table, runtime_version, failed_tool_count,
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failed_tool_names);
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if(!config::settings_are_configured() && get_state() < State::Active)
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omnitrace_init_tooling_hidden();
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OMNITRACE_SCOPED_THREAD_STATE(ThreadState::Internal);
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static auto _setup = [=]() {
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try
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{
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OMNITRACE_VERBOSE(1 || rocm::on_load_trace,
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"[OnLoad] setting up HSA...\n");
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// const char* output_prefix = getenv("ROCP_OUTPUT_DIR");
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const char* output_prefix = nullptr;
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bool trace_hsa_api = get_trace_hsa_api();
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// Enable HSA API callbacks/activity
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if(trace_hsa_api)
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{
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std::vector<std::string> hsa_api_vec =
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tim::delimit(get_trace_hsa_api_types());
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// initialize HSA tracing
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roctracer_set_properties(ACTIVITY_DOMAIN_HSA_API, (void*) table);
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if(!hsa_api_vec.empty())
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{
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for(const auto& itr : hsa_api_vec)
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{
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uint32_t cid = HSA_API_ID_NUMBER;
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const char* api = itr.c_str();
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ROCTRACER_CALL(roctracer_op_code(ACTIVITY_DOMAIN_HSA_API, api,
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&cid, nullptr));
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ROCTRACER_CALL(roctracer_enable_op_callback(
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ACTIVITY_DOMAIN_HSA_API, cid, hsa_api_callback, nullptr));
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OMNITRACE_VERBOSE(1 || rocm::on_load_trace,
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" HSA-trace(%s)", api);
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}
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}
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else
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{
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OMNITRACE_VERBOSE(1 || rocm::on_load_trace, " HSA-trace()\n");
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ROCTRACER_CALL(roctracer_enable_domain_callback(
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ACTIVITY_DOMAIN_HSA_API, hsa_api_callback, nullptr));
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}
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}
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bool trace_hsa_activity = get_trace_hsa_activity();
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// Enable HSA GPU activity
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if(trace_hsa_activity)
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{
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// initialize HSA tracing
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::roctracer::hsa_ops_properties_t ops_properties{
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table,
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reinterpret_cast<activity_async_callback_t>(
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hsa_activity_callback),
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nullptr, output_prefix
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};
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roctracer_set_properties(ACTIVITY_DOMAIN_HSA_OPS, &ops_properties);
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OMNITRACE_VERBOSE(1 || rocm::on_load_trace,
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" HSA-activity-trace()\n");
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ROCTRACER_CALL(roctracer_enable_op_activity(ACTIVITY_DOMAIN_HSA_OPS,
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HSA_OP_ID_COPY));
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}
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} catch(std::exception& _e)
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{
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OMNITRACE_BASIC_PRINT("Exception was thrown in HSA setup: %s\n",
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_e.what());
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}
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};
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static auto _shutdown = []() {
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OMNITRACE_DEBUG_F("roctracer_disable_domain_callback\n");
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ROCTRACER_CALL(roctracer_disable_domain_callback(ACTIVITY_DOMAIN_HSA_API));
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OMNITRACE_DEBUG_F("roctracer_disable_op_activity\n");
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ROCTRACER_CALL(
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roctracer_disable_op_activity(ACTIVITY_DOMAIN_HSA_OPS, HSA_OP_ID_COPY));
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};
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OMNITRACE_VERBOSE_F(1 || rocm::on_load_trace,
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"Computing the roctracer clock skew...\n");
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(void) omnitrace::get_clock_skew();
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comp::roctracer::add_setup("hsa", _setup);
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comp::roctracer::add_shutdown("hsa", _shutdown);
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OMNITRACE_VERBOSE_F(1 || rocm::on_load_trace,
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"Setting rocm_smi state to active...\n");
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rocm_smi::set_state(State::Active);
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OMNITRACE_VERBOSE_F(1 || rocm::on_load_trace,
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"Requesting roctracer to setup...\n");
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comp::roctracer::setup();
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#if defined(OMNITRACE_USE_ROCPROFILER) && OMNITRACE_USE_ROCPROFILER > 0
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bool _force_rocprofiler_init =
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tim::get_env("OMNITRACE_FORCE_ROCPROFILER_INIT", false, false);
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#else
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bool _force_rocprofiler_init = false;
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#endif
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bool _success = true;
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bool _is_empty =
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(config::settings_are_configured() && config::get_rocm_events().empty());
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if(_force_rocprofiler_init || (get_use_rocprofiler() && !_is_empty))
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{
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auto _rocprof =
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dynamic_library{ "OMNITRACE_ROCPROFILER_LIBRARY",
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find_library_path("librocprofiler64.so",
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{ "OMNITRACE_ROCM_PATH", "ROCM_PATH" },
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{ OMNITRACE_DEFAULT_ROCM_PATH },
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{ "lib", "lib64", "rocprofiler/lib",
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"rocprofiler/lib64" }),
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(RTLD_LAZY | RTLD_GLOBAL), false };
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OMNITRACE_VERBOSE_F(1 || rocm::on_load_trace,
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"Loading rocprofiler library (%s=%s)...\n",
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_rocprof.envname.c_str(), _rocprof.filename.c_str());
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_rocprof.open();
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on_load_t _rocprof_load = nullptr;
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_success = _rocprof.invoke("OnLoad", _rocprof_load, table, runtime_version,
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failed_tool_count, failed_tool_names);
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OMNITRACE_CONDITIONAL_PRINT_F(!_success,
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"Warning! Invoking rocprofiler's OnLoad "
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"failed! OMNITRACE_ROCPROFILER_LIBRARY=%s\n",
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_rocprof.filename.c_str());
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OMNITRACE_CI_THROW(!_success,
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"Warning! Invoking rocprofiler's OnLoad "
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"failed! OMNITRACE_ROCPROFILER_LIBRARY=%s\n",
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_rocprof.filename.c_str());
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}
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pthread_gotcha::pop_enable_sampling_on_child_threads();
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OMNITRACE_BASIC_VERBOSE_F(2 || rocm::on_load_trace, "Loading... %s\n",
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(_success) ? "Done" : "Failed");
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return _success;
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}
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// HSA-runtime on-unload method
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void OnUnload()
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{
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OMNITRACE_BASIC_VERBOSE_F(2 || rocm::on_load_trace, "Unloading...\n");
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rocm_smi::set_state(State::Finalized);
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comp::roctracer::shutdown();
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comp::rocprofiler::shutdown();
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omnitrace_finalize_hidden();
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OMNITRACE_BASIC_VERBOSE_F(2 || rocm::on_load_trace, "Unloading... Done\n");
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}
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}
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