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
424 строки
14 KiB
C++
424 строки
14 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/components/comm_data.hpp"
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#include "library/components/fwd.hpp"
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#include "library/config.hpp"
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#include "library/perfetto.hpp"
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#include "library/tracing.hpp"
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#include <timemory/backends/mpi.hpp>
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#include <timemory/manager.hpp>
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#include <timemory/units.hpp>
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#include <timemory/utility/locking.hpp>
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namespace omnitrace
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{
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namespace component
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{
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namespace
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{
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template <typename Tp, typename... Args>
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void
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write_perfetto_counter_track(uint64_t _val)
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{
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using counter_track = omnitrace::perfetto_counter_track<Tp>;
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if(omnitrace::get_use_perfetto() &&
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omnitrace::get_state() == omnitrace::State::Active)
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{
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auto _emplace = [](const size_t _idx) {
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if(!counter_track::exists(_idx))
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{
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std::string _label = (_idx > 0)
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? JOIN(" ", Tp::label, JOIN("", '[', _idx, ']'))
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: Tp::label;
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counter_track::emplace(_idx, _label, "bytes");
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}
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};
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const size_t _idx = 0;
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static std::once_flag _once{};
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std::call_once(_once, _emplace, _idx);
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static std::mutex _mutex{};
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static uint64_t value = 0;
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uint64_t _now = 0;
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{
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std::unique_lock<std::mutex> _lk{ _mutex };
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_now = omnitrace::tracing::now<uint64_t>();
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_val = (value += _val);
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}
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TRACE_COUNTER(Tp::value, counter_track::at(_idx, 0), _now, _val);
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}
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}
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} // namespace
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void
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comm_data::preinit()
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{
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configure();
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}
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void
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comm_data::global_finalize()
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{
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configure();
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}
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void
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comm_data::configure()
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{
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static bool _once = false;
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if(_once) return;
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_once = true;
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comm_data_tracker_t::label() = "comm_data";
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comm_data_tracker_t::description() = "Tracks MPI/RCCL communication data sizes";
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comm_data_tracker_t::display_unit() = "MB";
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comm_data_tracker_t::unit() = units::megabyte;
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auto _fmt_flags = comm_data_tracker_t::get_format_flags();
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_fmt_flags &= (std::ios_base::fixed & std::ios_base::scientific);
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_fmt_flags |= (std::ios_base::scientific);
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comm_data_tracker_t::set_precision(3);
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comm_data_tracker_t::set_format_flags(_fmt_flags);
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}
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#if defined(OMNITRACE_USE_MPI)
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// MPI_Send
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, int count,
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MPI_Datatype datatype, int dst, int tag, MPI_Comm)
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{
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int _size = mpi_type_size(datatype);
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if(_size == 0) return;
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write_perfetto_counter_track<mpi_send>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _a{ _name };
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add(_a, count * _size);
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tracker_t _b{ JOIN('_', _name, "dst", dst) };
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add(_b, count * _size);
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add(JOIN('_', _name, "dst", dst, "tag", tag), count * _size);
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}
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// MPI_Recv
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, void*, int count,
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MPI_Datatype datatype, int dst, int tag, MPI_Comm, MPI_Status*)
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{
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int _size = mpi_type_size(datatype);
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if(_size == 0) return;
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write_perfetto_counter_track<mpi_recv>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _a{ _name };
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add(_a, count * _size);
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tracker_t _b{ JOIN('_', _name, "dst", dst) };
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add(_b, count * _size);
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add(JOIN('_', _name, "dst", dst, "tag", tag), count * _size);
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}
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// MPI_Isend
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, int count,
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MPI_Datatype datatype, int dst, int tag, MPI_Comm, MPI_Request*)
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{
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int _size = mpi_type_size(datatype);
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if(_size == 0) return;
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write_perfetto_counter_track<mpi_send>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _a{ _name };
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add(_a, count * _size);
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tracker_t _b{ JOIN('_', _name, "dst", dst) };
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add(_b, count * _size);
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add(JOIN('_', _name, "dst", dst, "tag", tag), count * _size);
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}
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// MPI_Irecv
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, void*, int count,
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MPI_Datatype datatype, int dst, int tag, MPI_Comm, MPI_Request*)
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{
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int _size = mpi_type_size(datatype);
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if(_size == 0) return;
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write_perfetto_counter_track<mpi_recv>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _a{ _name };
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add(_a, count * _size);
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tracker_t _b{ JOIN('_', _name, "dst", dst) };
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add(_b, count * _size);
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add(JOIN('_', _name, "dst", dst, "tag", tag), count * _size);
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}
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// MPI_Bcast
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, void*, int count,
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MPI_Datatype datatype, int root, MPI_Comm)
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{
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int _size = mpi_type_size(datatype);
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if(_size == 0) return;
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write_perfetto_counter_track<mpi_send>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _t{ _name };
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add(_t, count * _size);
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add(JOIN('_', _name, "root", root), count * _size);
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}
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// MPI_Allreduce
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, void*, int count,
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MPI_Datatype datatype, MPI_Op, MPI_Comm)
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{
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int _size = mpi_type_size(datatype);
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if(_size == 0) return;
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write_perfetto_counter_track<mpi_recv>(count * _size);
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write_perfetto_counter_track<mpi_send>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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add(_data, count * _size);
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}
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// MPI_Sendrecv
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, int sendcount,
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MPI_Datatype sendtype, int dst, int sendtag, void*, int recvcount,
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MPI_Datatype recvtype, int src, int recvtag, MPI_Comm, MPI_Status*)
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{
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int _send_size = mpi_type_size(sendtype);
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int _recv_size = mpi_type_size(recvtype);
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if(_send_size == 0 || _recv_size == 0) return;
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write_perfetto_counter_track<mpi_send>(sendcount * _send_size);
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write_perfetto_counter_track<mpi_recv>(recvcount * _recv_size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _t{ _name };
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add(_t, sendcount * _send_size + recvcount * _recv_size);
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{
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tracker_t _b{ JOIN('_', _name, "send") };
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add(_b, sendcount * _send_size);
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tracker_t _c{ JOIN('_', _name, "send", dst) };
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add(_b, sendcount * _send_size);
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add(JOIN('_', _name, "send", "tag", sendtag), sendcount * _send_size);
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add(JOIN('_', _name, "send", dst, "tag", sendtag), sendcount * _send_size);
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}
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{
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tracker_t _b{ JOIN('_', _name, "recv") };
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add(_b, recvcount * _recv_size);
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tracker_t _c{ JOIN('_', _name, "recv", src) };
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add(_b, recvcount * _recv_size);
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add(JOIN('_', _name, "recv", "tag", recvtag), recvcount * _recv_size);
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add(JOIN('_', _name, "recv", src, "tag", recvtag), recvcount * _recv_size);
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}
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}
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// MPI_Gather
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// MPI_Scatter
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, int sendcount,
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MPI_Datatype sendtype, void*, int recvcount, MPI_Datatype recvtype,
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int root, MPI_Comm)
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{
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int _send_size = mpi_type_size(sendtype);
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int _recv_size = mpi_type_size(recvtype);
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if(_send_size == 0 || _recv_size == 0) return;
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write_perfetto_counter_track<mpi_send>(sendcount * _send_size);
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write_perfetto_counter_track<mpi_recv>(recvcount * _recv_size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _t{ _name };
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add(_t, sendcount * _send_size + recvcount * _recv_size);
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tracker_t _r(JOIN('_', _name, "root", root));
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add(_r, sendcount * _send_size + recvcount * _recv_size);
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add(JOIN('_', _name, "root", root, "send"), sendcount * _send_size);
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add(JOIN('_', _name, "root", root, "recv"), recvcount * _recv_size);
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}
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// MPI_Alltoall
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, int sendcount,
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MPI_Datatype sendtype, void*, int recvcount, MPI_Datatype recvtype,
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MPI_Comm)
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{
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int _send_size = mpi_type_size(sendtype);
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int _recv_size = mpi_type_size(recvtype);
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if(_send_size == 0 || _recv_size == 0) return;
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write_perfetto_counter_track<mpi_send>(sendcount * _send_size);
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write_perfetto_counter_track<mpi_recv>(recvcount * _recv_size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _t{ _name };
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add(_t, sendcount * _send_size + recvcount * _recv_size);
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add(JOIN('_', _name, "send"), sendcount * _send_size);
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add(JOIN('_', _name, "recv"), recvcount * _recv_size);
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}
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#endif
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#if defined(OMNITRACE_USE_RCCL)
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// ncclReduce
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, const void*,
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size_t count, ncclDataType_t datatype, ncclRedOp_t, int root, ncclComm_t,
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hipStream_t)
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{
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int _size = rccl_type_size(datatype);
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if(_size <= 0) return;
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write_perfetto_counter_track<rccl_recv>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _t{ _name };
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add(_t, count * _size);
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add(JOIN('_', _name, "root", root), count * _size);
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}
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// ncclSend
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// ncclGather
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// ncclBcast
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// ncclRecv
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, size_t count,
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ncclDataType_t datatype, int peer, ncclComm_t, hipStream_t)
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{
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int _size = rccl_type_size(datatype);
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if(_size <= 0) return;
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static auto _send_types = std::unordered_set<std::string>{ "ncclSend", "ncclBcast" };
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static auto _recv_types = std::unordered_set<std::string>{ "ncclGather", "ncclRecv" };
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if(_send_types.count(_data.tool_id) > 0)
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{
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write_perfetto_counter_track<rccl_send>(count * _size);
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}
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else if(_recv_types.count(_data.tool_id) > 0)
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{
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write_perfetto_counter_track<rccl_recv>(count * _size);
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}
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else
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{
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OMNITRACE_CI_THROW(true, "RCCL function not handled: %s", _data.tool_id.c_str());
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}
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write_perfetto_counter_track<rccl_recv>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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std::string _label = "root";
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if(_name.find("Send") != std::string::npos) _label = "peer";
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tracker_t _t{ _name };
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add(_t, count * _size);
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add(JOIN('_', _name, _label, peer), count * _size);
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}
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// ncclBroadcast
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, const void*,
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size_t count, ncclDataType_t datatype, int root, ncclComm_t, hipStream_t)
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{
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int _size = rccl_type_size(datatype);
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if(_size <= 0) return;
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write_perfetto_counter_track<rccl_send>(count * _size);
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if(!omnitrace::get_use_timemory()) return;
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auto _name = std::string_view{ _data.tool_id };
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tracker_t _t{ _name };
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add(_t, count * _size);
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add(JOIN('_', _data.tool_id, "root", root), count * _size);
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}
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// ncclAllReduce
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// ncclReduceScatter
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void
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comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, const void*,
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size_t count, ncclDataType_t datatype, ncclRedOp_t, ncclComm_t,
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hipStream_t)
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{
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int _size = rccl_type_size(datatype);
|
|
if(_size <= 0) return;
|
|
|
|
static auto _recv_types = std::unordered_set<std::string>{ "ncclAllReduce" };
|
|
static auto _send_types = std::unordered_set<std::string>{ "ncclReduceScatter" };
|
|
|
|
if(_send_types.count(_data.tool_id) > 0)
|
|
{
|
|
write_perfetto_counter_track<rccl_send>(count * _size);
|
|
}
|
|
else if(_recv_types.count(_data.tool_id) > 0)
|
|
{
|
|
write_perfetto_counter_track<rccl_recv>(count * _size);
|
|
}
|
|
else
|
|
{
|
|
OMNITRACE_CI_THROW(true, "RCCL function not handled: %s", _data.tool_id.c_str());
|
|
}
|
|
|
|
if(!omnitrace::get_use_timemory()) return;
|
|
add(_data, count * _size);
|
|
}
|
|
|
|
// ncclAllGather
|
|
void
|
|
comm_data::audit(const gotcha_data& _data, audit::incoming, const void*, const void*,
|
|
size_t count, ncclDataType_t datatype, ncclComm_t, hipStream_t)
|
|
{
|
|
int _size = rccl_type_size(datatype);
|
|
if(_size <= 0) return;
|
|
|
|
write_perfetto_counter_track<rccl_recv>(count * _size);
|
|
|
|
if(!omnitrace::get_use_timemory()) return;
|
|
add(_data, count * _size);
|
|
}
|
|
#endif
|
|
} // namespace component
|
|
} // namespace omnitrace
|
|
|
|
OMNITRACE_INSTANTIATE_EXTERN_COMPONENT(
|
|
TIMEMORY_ESC(data_tracker<float, tim::project::omnitrace>), true, float)
|
|
|
|
OMNITRACE_INSTANTIATE_EXTERN_COMPONENT(comm_data, false, void)
|