e3c051d9b8
* Optimize RDC counter sampling with greedy packing algorithm This change significantly reduces the number of rocprofiler-sdk sample calls by implementing a greedy packing algorithm that groups multiple counters into the minimal number of hardware profiles. Key improvements: - Implement greedy packing algorithm to combine counters into minimal profiles - Add ProfileSet structure to manage packed counter configurations - Cache packed profile sets for reuse across queries - Group telemetry field requests by GPU for bulk processing - Reduce sample calls by ~35% (from 100 to 65 for typical workloads) Performance impact: - 13 counters now packed into 3 profiles (77% compression) - Reduces overhead from profile creation and context switching - More efficient utilization of hardware counter resources Implementation details: - Added create_profiles_for_counters() using greedy algorithm - Added sample_counters_with_packing() for bulk sampling - Modified telemetry layer to use rocp_lookup_bulk() - Preserves all field transformations and special handling Testing shows successful packing with expected performance gains. No functional changes to external APIs or behavior. Co-Authored-By: Ben Welton <bwelton@amd.com> * Address PR review feedback This commit addresses all review comments from the initial PR: 1. Fix division by zero risk in debug logging - Added check for empty counters vector before calculating compression ratio - Avoids potential division by zero when logging profile creation stats 2. Improve thread safety for statistics tracking - Changed static uint64_t to std::atomic<uint64_t> for thread-safe counters - Prevents race conditions in multi-threaded sampling scenarios 3. Remove unused variable - Removed unused profile_index variable that was incremented but never used - Cleaned up dead code 4. Clean up code formatting - Removed extra blank lines for consistency - Applied formatting fixes across modified files 5. Refactor code duplication between rocp_lookup and rocp_lookup_bulk - Created apply_field_transformation() helper function - Eliminates ~70 lines of duplicated switch statement logic - Centralizes field transformation logic in single location - Makes future maintenance easier 6. Document non-rocprofiler metrics handling - Added comments explaining how bulk lookup handles special cases - Clarifies that non-profiler fields like KFD_ID are handled in transformation All changes maintain backward compatibility and pass compilation. Co-Authored-By: Ben Welton <bwelton@amd.com> --------- Co-authored-by: Ben Welton <bwelton@amd.com> Co-authored-by: Adam Pryor <61172547+adam360x@users.noreply.github.com>
111 rader
4.3 KiB
C++
111 rader
4.3 KiB
C++
// MIT License
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//
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// Copyright (c) 2025 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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#ifndef RDC_MODULES_RDC_ROCP_RDCROCPCOUNTERSAMPLER_H_
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#define RDC_MODULES_RDC_ROCP_RDCROCPCOUNTERSAMPLER_H_
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#include <rocprofiler-sdk/fwd.h>
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#include <rocprofiler-sdk/registration.h>
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#include <rocprofiler-sdk/rocprofiler.h>
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#include <map>
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#include <memory>
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#include <unordered_map>
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#include <vector>
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namespace amd {
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namespace rdc {
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class CounterSampler {
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public:
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// Setup system profiling for an agent
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explicit CounterSampler(rocprofiler_agent_id_t agent);
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~CounterSampler();
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// Decode the counter name of a record
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const std::string& decode_record_name(const rocprofiler_record_counter_t& rec) const;
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// Get the dimensions of a record (what CU/SE/etc the counter is for). High cost operation
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// should be cached if possible.
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std::unordered_map<std::string, size_t> get_record_dimensions(
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const rocprofiler_record_counter_t& rec);
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// Sample the counter values for a set of counters, returns the records in the out parameter.
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void sample_counter_values(const std::vector<std::string>& counters,
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std::vector<rocprofiler_record_counter_t>& out, uint64_t duration);
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rocprofiler_agent_id_t get_agent() const { return agent_; }
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// Profile set for greedy packing
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struct ProfileSet {
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struct Profile {
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rocprofiler_counter_config_id_t config;
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std::vector<std::string> counter_names;
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size_t expected_size;
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};
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std::vector<Profile> profiles;
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};
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// Sample multiple counters using greedy packing to minimize profiles
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void sample_counters_with_packing(const std::vector<std::string>& counters,
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std::map<std::string, double>& out_values,
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uint64_t duration);
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// Get the supported counters for an agent
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static std::unordered_map<std::string, rocprofiler_counter_id_t> get_supported_counters(
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rocprofiler_agent_id_t agent);
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// Get the available agents on the system
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static std::vector<rocprofiler_agent_v0_t> get_available_agents();
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static std::vector<std::shared_ptr<CounterSampler>>& get_samplers();
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private:
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rocprofiler_agent_id_t agent_ = {};
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rocprofiler_context_id_t ctx_ = {};
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rocprofiler_counter_config_id_t counter_ = {.handle = 0};
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std::map<std::vector<std::string>, rocprofiler_counter_config_id_t> cached_counter_;
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std::map<uint64_t, uint64_t> counter_sizes_;
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std::map<std::vector<std::string>, ProfileSet> cached_profile_sets_;
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// Internal function used to set the profile for the agent when start_context is called
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void set_profile(rocprofiler_context_id_t ctx, rocprofiler_device_counting_agent_cb_t cb) const;
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// Get the size of a counter in number of records
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size_t get_counter_size(rocprofiler_counter_id_t counter);
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// Get the dimensions of a counter
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std::vector<rocprofiler_counter_record_dimension_info_t> get_counter_dimensions(
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rocprofiler_counter_id_t counter);
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// Create profiles using greedy packing algorithm
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ProfileSet create_profiles_for_counters(const std::vector<std::string>& counters);
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static std::vector<std::shared_ptr<CounterSampler>> samplers_;
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};
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} // namespace rdc
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} // namespace amd
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#endif // RDC_MODULES_RDC_ROCP_RDCROCPCOUNTERSAMPLER_H_
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