SWDEV-492625 memory free functions (#11)
* SWDEV-492625: Track free memory HSA functions to help determine total amount of memory allocated on the system at any one time
* Minor fixes to address comments
* Update allocation size description
* Moved get function back to specialization, minor typo fixes
* Removed memory_operation_type field, removed memory_pool allocation enum, converted starting address to hex string for json format.
* Made conversion to hex_string a function, changed address to use union rocprofiler_address_t type, changed VMEM descriptors
* Removed as_hex from the global namespace
* Formatting
* Removed TRACK_EVENT for memory allocation, now TRACK_COUNTER for memory allocation is being performed
* Check if address was recorded before retrieving allocation size in generate Perfetto
* Formatting
* Update source/lib/output/generatePerfetto.cpp
* Explicitly disable app-abort tests
* Remove excluding app-abort test from workflow CI
- redundant bc these tests are explicitly marked as disabled now
---------
Co-authored-by: Madsen, Jonathan <Jonathan.Madsen@amd.com>
Co-authored-by: Jonathan R. Madsen <jonathanrmadsen@gmail.com>
[ROCm/rocprofiler-sdk commit: 79006bb896]
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23 file changed
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@@ -33,6 +33,7 @@
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#include <rocprofiler-sdk/fwd.h>
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#include <rocprofiler-sdk/marker/api_id.h>
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#include <rocprofiler-sdk/cxx/operators.hpp>
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#include <rocprofiler-sdk/cxx/utility.hpp>
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#include <unistd.h>
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#include <cstdint>
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@@ -456,7 +457,7 @@ generate_csv(const output_config&
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"Operation",
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"Agent_Id",
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"Allocation_Size",
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"Starting_Address",
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"Address",
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"Correlation_Id",
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"Start_Timestamp",
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"End_Timestamp"}};
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@@ -464,15 +465,24 @@ generate_csv(const output_config&
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{
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for(auto record : data.get(ditr))
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{
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uint64_t agent_info{0};
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// Free functions currently do not track agent information. Only set it on allocation
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// operations, otherwise set it to 0 currently
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if(record.operation == ROCPROFILER_MEMORY_ALLOCATION_ALLOCATE ||
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record.operation == ROCPROFILER_MEMORY_ALLOCATION_VMEM_ALLOCATE)
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{
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agent_info = tool_metadata.get_node_id(record.agent_id);
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}
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auto api_name = tool_metadata.get_operation_name(record.kind, record.operation);
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auto row_ss = std::stringstream{};
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rocprofiler::tool::csv::memory_allocation_csv_encoder::write_row(
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row_ss,
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tool_metadata.get_kind_name(record.kind),
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api_name,
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tool_metadata.get_node_id(record.agent_id),
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agent_info,
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record.allocation_size,
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record.starting_address,
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rocprofiler::sdk::utility::as_hex(record.address.value, 16),
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record.correlation_id.internal,
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record.start_timestamp,
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record.end_timestamp);
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@@ -486,17 +486,25 @@ write_otf2(
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{
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for(auto& [agent, evt] : itr)
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{
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const auto* _agent = _get_agent(agent);
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auto _type_name = std::string_view{"UNK"};
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if(_agent->type == ROCPROFILER_AGENT_TYPE_CPU)
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// Free functions do not track agent information. Below handles case where
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// null rocprof agent id is passed to generate OTF2
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constexpr auto null_rocp_agent_id =
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rocprofiler_agent_id_t{.handle = std::numeric_limits<uint64_t>::max()};
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const rocprofiler_agent_t* _agent = nullptr;
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if(agent != null_rocp_agent_id)
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{
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_agent = _get_agent(agent);
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}
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auto _type_name = std::string_view{"UNK"};
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if(_agent != nullptr && _agent->type == ROCPROFILER_AGENT_TYPE_CPU)
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_type_name = "CPU";
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else if(_agent->type == ROCPROFILER_AGENT_TYPE_GPU)
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else if(_agent != nullptr && _agent->type == ROCPROFILER_AGENT_TYPE_GPU)
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_type_name = "GPU";
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evt.name = fmt::format("Thread {}, Memory Allocation at {} {}",
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evt.name = fmt::format("Thread {}, Memory Operation at {} {}",
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tid,
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_type_name,
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_agent->logical_node_type_id);
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_agent == nullptr ? 0 : _agent->logical_node_type_id);
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}
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}
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@@ -860,6 +868,12 @@ write_otf2(
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for(auto& [agent, evt] : itr)
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{
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auto _hash = get_hash_id(evt.name);
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// Using max numeric limits results in an out-of-bound runtime error for OTF2
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// and perfetto for agent ids. Setting handle to 0 for free functions.
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constexpr auto null_rocp_agent_id =
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rocprofiler_agent_id_t{.handle = std::numeric_limits<uint64_t>::max()};
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auto handle = agent.handle;
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if(agent == null_rocp_agent_id) handle = 0;
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add_write_string(_hash, evt.name);
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OTF2_CHECK(OTF2_GlobalDefWriter_WriteLocation(global_def_writer,
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@@ -867,7 +881,7 @@ write_otf2(
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_hash,
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OTF2_LOCATION_TYPE_ACCELERATOR_STREAM,
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2 * evt.event_count, // # events
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agent.handle // location group
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handle // location group
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));
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}
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}
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@@ -241,33 +241,6 @@ write_perfetto(
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}
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}
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for(const auto& itr : agent_thread_ids_alloc)
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{
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const auto* _agent = _get_agent(itr.first);
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for(auto titr : itr.second)
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{
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auto _namess = std::stringstream{};
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_namess << "MEMORY ALLOCATION on AGENT [" << _agent->logical_node_id << "] THREAD ["
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<< thread_indexes.at(titr) << "] ";
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if(_agent->type == ROCPROFILER_AGENT_TYPE_CPU)
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_namess << "(CPU)";
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else if(_agent->type == ROCPROFILER_AGENT_TYPE_GPU)
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_namess << "(GPU)";
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else
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_namess << "(UNK)";
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auto _track = ::perfetto::Track{get_hash_id(_namess.str())};
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auto _desc = _track.Serialize();
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_desc.set_name(_namess.str());
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perfetto::TrackEvent::SetTrackDescriptor(_track, _desc);
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agent_thread_tracks_alloc[itr.first].emplace(titr, _track);
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}
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}
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for(const auto& aitr : agent_queue_ids)
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{
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uint32_t nqueue = 0;
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@@ -463,47 +436,6 @@ write_perfetto(
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tracing_session->FlushBlocking();
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}
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for(auto ditr : memory_allocation_gen)
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for(auto itr : memory_allocation_gen.get(ditr))
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{
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auto name = buffer_names.at(itr.kind, itr.operation);
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auto& track = agent_thread_tracks_alloc.at(itr.agent_id).at(itr.thread_id);
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std::stringstream hex_stream;
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hex_stream << "0x" << std::hex << std::setw(16) << std::setfill('0')
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<< itr.starting_address;
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std::string hex_starting_address(hex_stream.str());
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TRACE_EVENT_BEGIN(sdk::perfetto_category<sdk::category::memory_allocation>::name,
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::perfetto::StaticString(name.data()),
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track,
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itr.start_timestamp,
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::perfetto::Flow::ProcessScoped(itr.correlation_id.internal),
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"begin_ns",
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itr.start_timestamp,
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"end_ns",
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itr.end_timestamp,
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"delta_ns",
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(itr.end_timestamp - itr.start_timestamp),
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"kind",
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itr.kind,
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"operation",
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itr.operation,
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"agent",
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agents_map.at(itr.agent_id).logical_node_id,
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"allocation_size",
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itr.allocation_size,
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"starting_address",
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hex_starting_address,
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"corr_id",
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itr.correlation_id.internal,
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"tid",
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itr.thread_id);
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TRACE_EVENT_END(sdk::perfetto_category<sdk::category::memory_allocation>::name,
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track,
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itr.end_timestamp);
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tracing_session->FlushBlocking();
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}
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for(auto ditr : kernel_dispatch_gen)
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for(auto itr : kernel_dispatch_gen.get(ditr))
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{
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@@ -634,6 +566,99 @@ write_perfetto(
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tracing_session->FlushBlocking();
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}
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}
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// memory allocation counter track
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auto mem_alloc_endpoints = std::map<rocprofiler_agent_id_t, std::map<uint64_t, uint64_t>>{};
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auto mem_alloc_extremes = std::pair<uint64_t, uint64_t>{};
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auto address_to_size = std::unordered_map<uint64_t, uint64_t>{};
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for(auto ditr : memory_allocation_gen)
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for(auto itr : memory_allocation_gen.get(ditr))
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{
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uint64_t _mean_timestamp =
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itr.start_timestamp + (0.5 * (itr.end_timestamp - itr.start_timestamp));
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mem_alloc_endpoints[itr.agent_id].emplace(itr.start_timestamp - 1000, 0);
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mem_alloc_endpoints[itr.agent_id].emplace(itr.start_timestamp, 0);
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mem_alloc_endpoints[itr.agent_id].emplace(_mean_timestamp, 0);
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mem_alloc_endpoints[itr.agent_id].emplace(itr.end_timestamp, 0);
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mem_alloc_endpoints[itr.agent_id].emplace(itr.end_timestamp + 1000, 0);
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mem_alloc_extremes =
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std::make_pair(std::min(mem_alloc_extremes.first, itr.start_timestamp),
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std::max(mem_alloc_extremes.second, itr.end_timestamp));
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if(itr.operation == ROCPROFILER_MEMORY_ALLOCATION_ALLOCATE ||
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itr.operation == ROCPROFILER_MEMORY_ALLOCATION_VMEM_ALLOCATE)
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{
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address_to_size.emplace(itr.address.value, itr.allocation_size);
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}
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}
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for(auto ditr : memory_allocation_gen)
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for(auto itr : memory_allocation_gen.get(ditr))
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{
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auto alloc_beg =
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mem_alloc_endpoints.at(itr.agent_id).lower_bound(itr.start_timestamp);
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auto alloc_end =
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mem_alloc_endpoints.at(itr.agent_id).upper_bound(itr.end_timestamp);
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LOG_IF(FATAL, alloc_beg == alloc_end)
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<< "Missing range for timestamp [" << itr.start_timestamp << ", "
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<< itr.end_timestamp << "]";
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for(auto alloc_itr = alloc_beg; alloc_itr != alloc_end; ++alloc_itr)
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{
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if(address_to_size.count(itr.address.value) > 0)
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{
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alloc_itr->second += address_to_size.at(itr.address.value);
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}
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}
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}
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auto mem_alloc_tracks =
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std::unordered_map<rocprofiler_agent_id_t, ::perfetto::CounterTrack>{};
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auto mem_alloc_cnt_names = std::vector<std::string>{};
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constexpr auto null_rocp_agent_id =
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rocprofiler_agent_id_t{.handle = std::numeric_limits<uint64_t>::max()};
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mem_alloc_cnt_names.reserve(mem_alloc_endpoints.size());
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for(auto& alloc_itr : mem_alloc_endpoints)
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{
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mem_alloc_endpoints[alloc_itr.first].emplace(mem_alloc_extremes.first - 5000, 0);
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mem_alloc_endpoints[alloc_itr.first].emplace(mem_alloc_extremes.second + 5000, 0);
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auto _track_name = std::stringstream{};
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const rocprofiler_agent_t* _agent = nullptr;
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if(alloc_itr.first != null_rocp_agent_id)
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{
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_agent = _get_agent(alloc_itr.first);
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}
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if(_agent != nullptr && _agent->type == ROCPROFILER_AGENT_TYPE_CPU)
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_track_name << "ALLOCATE BYTES on AGENT [" << _agent->logical_node_id << "] (CPU)";
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else if(_agent != nullptr && _agent->type == ROCPROFILER_AGENT_TYPE_GPU)
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_track_name << "ALLOCATE BYTES on AGENT [" << _agent->logical_node_id << "] (GPU)";
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else
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_track_name << "FREE BYTES";
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constexpr auto _unit = ::perfetto::CounterTrack::Unit::UNIT_SIZE_BYTES;
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auto& _name = mem_alloc_cnt_names.emplace_back(_track_name.str());
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mem_alloc_tracks.emplace(alloc_itr.first,
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::perfetto::CounterTrack{_name.c_str()}
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.set_unit(_unit)
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.set_unit_multiplier(bytes_multiplier)
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.set_is_incremental(false));
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}
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for(auto& alloc_itr : mem_alloc_endpoints)
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{
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for(auto itr : alloc_itr.second)
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{
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TRACE_COUNTER(sdk::perfetto_category<sdk::category::memory_allocation>::name,
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mem_alloc_tracks.at(alloc_itr.first),
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itr.first,
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itr.second / bytes_multiplier);
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tracing_session->FlushBlocking();
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}
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}
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}
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::perfetto::TrackEvent::Flush();
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