/* Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. */ #pragma once #include #include #include namespace paddle { namespace platform { enum class TracerEventType { // Used to mark operator record Operator = 0, // Used to mark dataloader record Dataloader = 1, // Used to mark profile step record ProfileStep = 2, // Used to mark cuda runtime record returned by cupti CudaRuntime = 3, // Used to mark kernel computation record returned by cupti Kernel = 4, // Used to mark memcpy record returned by cupti Memcpy = 5, // Used to mark memset record returned by cupti Memset = 6, // Used to mark record defined by user UserDefined = 7, // Used to mark operator detail, (such as infer shape, compute) OperatorInner = 8, // Used to mark model training or testing perspective, forward process Forward = 9, // Used to mark model training perspective, backward process Backward = 10, // Used to mark model training perspective, optimization process Optimization = 11, // Used to mark distributed training perspective Communication = 12, // Used to mark python api PythonOp = 13, // Used to mark python level userdefined PythonUserDefined = 14, // Used to mark mlu runtime record returned by cnpapi MluRuntime = 15, // A flag to denote the number of current types NumTypes }; enum class TracerMemEventType { // Used to mark memory allocation which is managed by paddle Allocate = 0, // Used to mark memory free which is managed by paddle Free = 1, // Used to mark reserved memory allocation which is applied from device. ReservedAllocate = 2, // Used to mark reserved memory free which is released to device. ReservedFree = 3, // A flag to denote the number of current types NumTypes }; struct KernelEventInfo { // The X-dimension block size for the kernel. uint32_t block_x; // The Y-dimension block size for the kernel. uint32_t block_y; // The Z-dimension grid size for the kernel. uint32_t block_z; // X-dimension of a grid. uint32_t grid_x; // Y-dimension of a grid. uint32_t grid_y; // Z-dimension of a grid. uint32_t grid_z; // The dynamic shared memory reserved for the kernel, in bytes. uint32_t dynamic_shared_memory; // The static shared memory allocated for the kernel, in bytes. uint32_t static_shared_memory; // The number of registers required for each thread executing the kernel. uint32_t registers_per_thread; // The amount of local memory reserved for each thread, in bytes. uint32_t local_memory_per_thread; // The total amount of local memory reserved for the kernel, in bytes. uint32_t local_memory_total; // The timestamp when the kernel is queued up in the command buffer, in ns. // This timestamp is not collected by default. Use API // cuptiActivityEnableLatencyTimestamps() to enable collection. uint64_t queued; // The timestamp when the command buffer containing the kernel launch is // submitted to the GPU, in ns. // This timestamp is not collected by default. Use API // cuptiActivityEnableLatencyTimestamps() to enable collection. uint64_t submitted; // The completed timestamp for the kernel execution, in ns. uint64_t completed; float blocks_per_sm; float warps_per_sm; // theoretical achieved occupancy float occupancy; }; static constexpr size_t kMemKindMaxLen = 50; struct MemcpyEventInfo { // The number of bytes transferred by the memory copy. uint64_t num_bytes; // The kind of the memory copy. // Each kind represents the source and destination targets of a memory copy. // Targets are host, device, and array. Refer to CUpti_ActivityMemcpyKind char copy_kind[kMemKindMaxLen]; // The source memory kind read by the memory copy. // Each kind represents the type of the memory accessed by a memory // operation/copy. Refer to CUpti_ActivityMemoryKind char src_kind[kMemKindMaxLen]; // The destination memory kind read by the memory copy. char dst_kind[kMemKindMaxLen]; }; struct MemsetEventInfo { // The number of bytes being set by the memory set. uint64_t num_bytes; // The memory kind of the memory set. Refer to CUpti_ActivityMemoryKind char memory_kind[kMemKindMaxLen]; // the value being assigned to memory by the memory set. uint32_t value; }; struct OperatorSupplementEvent { OperatorSupplementEvent() = default; OperatorSupplementEvent( uint64_t timestamp_ns, const std::string& op_type, const std::map>>& input_shapes, const std::map>& dtypes, const std::string& callstack, uint64_t process_id, uint64_t thread_id) : timestamp_ns(timestamp_ns), op_type(op_type), input_shapes(input_shapes), dtypes(dtypes), callstack(callstack), process_id(process_id), thread_id(thread_id) {} // timestamp of the record uint64_t timestamp_ns; // op type name std::string op_type; // input shapes std::map>> input_shapes; std::map> dtypes; // call stack std::string callstack; // process id of the record uint64_t process_id; // thread id of the record uint64_t thread_id; }; struct HostTraceEvent { HostTraceEvent() = default; HostTraceEvent(const std::string& name, TracerEventType type, uint64_t start_ns, uint64_t end_ns, uint64_t process_id, uint64_t thread_id) : name(name), type(type), start_ns(start_ns), end_ns(end_ns), process_id(process_id), thread_id(thread_id) {} // record name std::string name; // record type, one of TracerEventType TracerEventType type; // start timestamp of the record uint64_t start_ns; // end timestamp of the record uint64_t end_ns; // process id of the record uint64_t process_id; // thread id of the record uint64_t thread_id; }; struct RuntimeTraceEvent { RuntimeTraceEvent() = default; RuntimeTraceEvent(const std::string& name, uint64_t start_ns, uint64_t end_ns, uint64_t process_id, uint64_t thread_id, uint32_t correlation_id, uint32_t callback_id) : name(name), start_ns(start_ns), end_ns(end_ns), process_id(process_id), thread_id(thread_id), correlation_id(correlation_id), callback_id(callback_id) {} // record name std::string name; // record type, one of TracerEventType TracerEventType type{TracerEventType::CudaRuntime}; // start timestamp of the record uint64_t start_ns; // end timestamp of the record uint64_t end_ns; // process id of the record uint64_t process_id; // thread id of the record uint64_t thread_id; // correlation id, used for correlating async activities happened on device uint32_t correlation_id; // callback id, used to identify which cuda runtime api is called uint32_t callback_id; }; struct DeviceTraceEvent { DeviceTraceEvent() = default; DeviceTraceEvent(const std::string& name, TracerEventType type, uint64_t start_ns, uint64_t end_ns, uint64_t device_id, uint64_t context_id, uint64_t stream_id, uint32_t correlation_id, const KernelEventInfo& kernel_info) : name(name), type(type), start_ns(start_ns), end_ns(end_ns), device_id(device_id), context_id(context_id), stream_id(stream_id), correlation_id(correlation_id), kernel_info(kernel_info) {} DeviceTraceEvent(const std::string& name, TracerEventType type, uint64_t start_ns, uint64_t end_ns, uint64_t device_id, uint64_t context_id, uint64_t stream_id, uint32_t correlation_id, const MemcpyEventInfo& memcpy_info) : name(name), type(type), start_ns(start_ns), end_ns(end_ns), device_id(device_id), context_id(context_id), stream_id(stream_id), correlation_id(correlation_id), memcpy_info(memcpy_info) {} DeviceTraceEvent(const std::string& name, TracerEventType type, uint64_t start_ns, uint64_t end_ns, uint64_t device_id, uint64_t context_id, uint64_t stream_id, uint32_t correlation_id, const MemsetEventInfo& memset_info) : name(name), type(type), start_ns(start_ns), end_ns(end_ns), device_id(device_id), context_id(context_id), stream_id(stream_id), correlation_id(correlation_id), memset_info(memset_info) {} // record name std::string name; // record type, one of TracerEventType TracerEventType type; // start timestamp of the record uint64_t start_ns; // end timestamp of the record uint64_t end_ns; // device id uint64_t device_id; // context id uint64_t context_id; // stream id uint64_t stream_id; // correlation id, used for correlating async activities happened on device uint32_t correlation_id; // union, specific device record type has different detail information union { // used for TracerEventType::Kernel KernelEventInfo kernel_info; // used for TracerEventType::Memcpy MemcpyEventInfo memcpy_info; // used for TracerEventType::Memset MemsetEventInfo memset_info; }; }; struct MemTraceEvent { MemTraceEvent() = default; MemTraceEvent(uint64_t timestamp_ns, uint64_t addr, TracerMemEventType type, uint64_t process_id, uint64_t thread_id, int64_t increase_bytes, const std::string& place, uint64_t current_allocated, uint64_t current_reserved, uint64_t peak_allocated, uint64_t peak_reserved) : timestamp_ns(timestamp_ns), addr(addr), type(type), process_id(process_id), thread_id(thread_id), increase_bytes(increase_bytes), place(place), current_allocated(current_allocated), current_reserved(current_reserved), peak_allocated(peak_allocated), peak_reserved(peak_reserved) {} // timestamp of the record uint64_t timestamp_ns; // memory addr of allocation or free uint64_t addr; // memory manipulation type TracerMemEventType type; // process id of the record uint64_t process_id; // thread id of the record uint64_t thread_id; // increase bytes after this manipulation, allocation for sign +, free for // sign - int64_t increase_bytes; // place std::string place; // current total allocated memory uint64_t current_allocated; // current total reserved memory uint64_t current_reserved; // current peak allocated memory uint64_t peak_allocated; // current peak reserved memory uint64_t peak_reserved; }; } // namespace platform } // namespace paddle