#!/usr/bin/env python3 # MIT License # # Copyright (c) 2024-2025 Advanced Micro Devices, Inc. All rights reserved. # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. import sys import pytest import re BLIT_KERN_REGEX = re.compile(r"__amd_rocclr_.*") def test_agent_info(agent_info_input_data): logical_node_id = max([int(itr["Logical_Node_Id"]) for itr in agent_info_input_data]) assert logical_node_id + 1 == len(agent_info_input_data) for row in agent_info_input_data: agent_type = row["Agent_Type"] assert agent_type in ("CPU", "GPU") if agent_type == "CPU": assert int(row["Cpu_Cores_Count"]) > 0 assert int(row["Simd_Count"]) == 0 assert int(row["Max_Waves_Per_Simd"]) == 0 else: assert int(row["Cpu_Cores_Count"]) == 0 assert int(row["Simd_Count"]) > 0 assert int(row["Max_Waves_Per_Simd"]) > 0 def test_hsa_api_trace(hsa_input_data): functions = [] correlation_ids = [] for row in hsa_input_data: assert row["Domain"] in ( "HSA_CORE_API", "HSA_AMD_EXT_API", "HSA_IMAGE_EXT_API", "HSA_FINALIZE_EXT_API", ) assert int(row["Process_Id"]) > 0 assert int(row["Thread_Id"]) >= int(row["Process_Id"]) assert int(row["End_Timestamp"]) >= int(row["Start_Timestamp"]) functions.append(row["Function"]) correlation_ids.append(int(row["Correlation_Id"])) correlation_ids = sorted(list(set(correlation_ids))) hsa_api_calls_offset = 2 # roctxRangePush is first num_marker_api_calls = 6 # seven marker API calls, only six entries in # marker csv data because roctxRangePush + roctxRangePop is one entry # all correlation ids are unique assert len(correlation_ids) == len(hsa_input_data) # correlation ids are numbered from 1 to N assert correlation_ids[0] == hsa_api_calls_offset assert correlation_ids[-1] == len(correlation_ids) + num_marker_api_calls functions = list(set(functions)) assert "hsa_amd_memory_async_copy_on_engine" in functions def test_hsa_api_trace_json(json_data): data = json_data["rocprofiler-sdk-tool"] def get_operation_name(kind_id, op_id): return data["strings"]["buffer_records"][kind_id]["operations"][op_id] def get_kind_name(kind_id): return data["strings"]["buffer_records"][kind_id]["kind"] valid_domain_names = ( "HSA_CORE_API", "HSA_AMD_EXT_API", "HSA_IMAGE_EXT_API", "HSA_FINALIZE_EXT_API", ) hsa_api_data = data["buffer_records"]["hsa_api"] functions = [] correlation_ids = [] for api in hsa_api_data: kind = get_kind_name(api["kind"]) assert kind in valid_domain_names assert api["end_timestamp"] >= api["start_timestamp"] functions.append(get_operation_name(api["kind"], api["operation"])) correlation_ids.append(api["correlation_id"]["internal"]) correlation_ids = sorted(list(set(correlation_ids))) hsa_api_calls_offset = 2 # roctxRangePush is first num_marker_api_calls = 6 # seven marker API calls, only six entries in # marker csv data because roctxRangePush + roctxRangePop is one entry # all correlation ids are unique assert len(correlation_ids) == len(hsa_api_data) # correlation ids are numbered from 1 to N assert correlation_ids[0] == hsa_api_calls_offset assert correlation_ids[-1] == len(correlation_ids) + num_marker_api_calls functions = list(set(functions)) assert "hsa_amd_memory_async_copy_on_engine" in functions def test_kernel_trace(kernel_input_data): valid_kernel_names = ( "_Z15matrixTransposePfS_i.kd", "matrixTranspose(float*, float*, int)", ) found_valid_kernel = False # Blit kernel maybe recorded, when greater than 1. assert len(kernel_input_data) >= 1 for row in kernel_input_data: if BLIT_KERN_REGEX.search(row["Kernel_Name"]): continue assert row["Kind"] == "KERNEL_DISPATCH" assert int(row["Agent_Id"].split(" ")[-1]) >= 0 assert int(row["Queue_Id"]) > 0 assert int(row["Kernel_Id"]) > 0 assert row["Kernel_Name"] in valid_kernel_names assert int(row["Correlation_Id"]) > 0 assert int(row["Workgroup_Size_X"]) == 4 assert int(row["Workgroup_Size_Y"]) == 4 assert int(row["Workgroup_Size_Z"]) == 1 assert int(row["Grid_Size_X"]) == 1024 assert int(row["Grid_Size_Y"]) == 1024 assert int(row["Grid_Size_Z"]) == 1 assert int(row["End_Timestamp"]) >= int(row["Start_Timestamp"]) found_valid_kernel = True assert found_valid_kernel def test_host_functions_json(json_data): data = json_data["rocprofiler-sdk-tool"] def get_kernel_name(kernel_id): return data["kernel_symbols"][kernel_id]["truncated_kernel_name"] def get_host_function_name(host_function_id): return data["host_functions"][host_function_id]["truncated_host_function_name"] host_function_data = data.host_functions kernel_symbols_data = data.kernel_symbols code_objects_data = data.code_objects assert len(host_function_data) > 0 for host_function in host_function_data: if host_function.host_function_id == 0: continue assert host_function.host_function_id > 0 assert host_function.kernel_id > 0 and host_function.kernel_id <= len( kernel_symbols_data ) assert host_function.code_object_id > 0 and host_function.code_object_id <= len( code_objects_data ) assert get_host_function_name( host_function["host_function_id"] ) == get_kernel_name(host_function.kernel_id) def test_kernel_trace_json(json_data): data = json_data["rocprofiler-sdk-tool"] def get_kernel_name(kernel_id): return data["kernel_symbols"][kernel_id]["formatted_kernel_name"] def get_kind_name(kind_id): return data["strings"]["buffer_records"][kind_id]["kind"] valid_kernel_names = ( "_Z15matrixTransposePfS_i.kd", "matrixTranspose(float*, float*, int)", ) found_valid_kernel = False kernel_dispatch_data = data["buffer_records"]["kernel_dispatch"] # Blit kernel maybe recorded, when greater than 1. assert len(kernel_dispatch_data) >= 1 for dispatch in kernel_dispatch_data: dispatch_info = dispatch["dispatch_info"] kernel_name = get_kernel_name(dispatch_info["kernel_id"]) assert get_kind_name(dispatch["kind"]) == "KERNEL_DISPATCH" assert dispatch["correlation_id"]["internal"] > 0 assert dispatch_info["agent_id"]["handle"] > 0 assert dispatch_info["queue_id"]["handle"] > 0 assert dispatch_info["kernel_id"] > 0 if BLIT_KERN_REGEX.search(kernel_name): continue assert kernel_name in valid_kernel_names assert dispatch_info["workgroup_size"]["x"] == 4 assert dispatch_info["workgroup_size"]["y"] == 4 assert dispatch_info["workgroup_size"]["z"] == 1 assert dispatch_info["grid_size"]["x"] == 1024 assert dispatch_info["grid_size"]["y"] == 1024 assert dispatch_info["grid_size"]["z"] == 1 assert dispatch["end_timestamp"] >= dispatch["start_timestamp"] found_valid_kernel = True assert found_valid_kernel def test_memory_copy_trace( agent_info_input_data, memory_copy_input_data, kernel_input_data, ): def get_agent(node_id): for row in agent_info_input_data: if row["Logical_Node_Id"] == node_id: return row return None has_blit_kernel = any( BLIT_KERN_REGEX.search(row["Kernel_Name"]) for row in kernel_input_data ) # memory copies may be missing if rocr decides to use blit kernels if not has_blit_kernel: assert len(memory_copy_input_data) > 0 directions = set() valid_directions = ("MEMORY_COPY_HOST_TO_DEVICE", "MEMORY_COPY_DEVICE_TO_HOST") for row in memory_copy_input_data: assert row["Kind"] == "MEMORY_COPY" direction = row["Direction"] assert direction in valid_directions directions.add(direction) src_agent = get_agent(row["Source_Agent_Id"].split(" ")[-1]) dst_agent = get_agent(row["Destination_Agent_Id"].split(" ")[-1]) assert src_agent is not None and dst_agent is not None, f"{agent_info_input_data}" if direction == "MEMORY_COPY_HOST_TO_DEVICE": assert src_agent["Agent_Type"] == "CPU" assert dst_agent["Agent_Type"] == "GPU" else: assert src_agent["Agent_Type"] == "GPU" assert dst_agent["Agent_Type"] == "CPU" assert int(row["Correlation_Id"]) > 0 assert int(row["End_Timestamp"]) >= int(row["Start_Timestamp"]) expected_directions = set(valid_directions) if has_blit_kernel: assert directions.issubset(expected_directions) else: assert ( directions == expected_directions ), f"Expected directions {expected_directions}, got {directions}" def test_memory_copy_json_trace(json_data): data = json_data["rocprofiler-sdk-tool"] buffer_records = data["buffer_records"] agent_data = data["agents"] memory_copy_data = buffer_records["memory_copy"] def get_kind_name(kind_id): return data["strings"]["buffer_records"][kind_id]["kind"] def get_agent(node_id): for agent in agent_data: if agent["id"]["handle"] == node_id["handle"]: return agent return None # one threads * two directions kernel_dispatch_data = buffer_records.get("kernel_dispatch", []) has_blit_kernel = False for dispatch in kernel_dispatch_data: dispatch_info = dispatch["dispatch_info"] kernel_name = data["kernel_symbols"][dispatch_info["kernel_id"]][ "formatted_kernel_name" ] if BLIT_KERN_REGEX.search(kernel_name): has_blit_kernel = True break # memory copies may be missing if rocr decides to use blit kernels if not has_blit_kernel: assert len(memory_copy_data) > 0, f"{memory_copy_data}" directions = set() expected_directions = { "MEMORY_COPY_HOST_TO_DEVICE", "MEMORY_COPY_DEVICE_TO_HOST", } for row in memory_copy_data: src_agent = get_agent(row["src_agent_id"]) dst_agent = get_agent(row["dst_agent_id"]) assert get_kind_name(row["kind"]) == "MEMORY_COPY" assert src_agent is not None, f"{row}" assert dst_agent is not None, f"{row}" if src_agent["type"] == 1 and dst_agent["type"] == 2: directions.add("MEMORY_COPY_HOST_TO_DEVICE") elif src_agent["type"] == 2 and dst_agent["type"] == 1: directions.add("MEMORY_COPY_DEVICE_TO_HOST") else: assert ( False ), f"Unexpected agent types: {src_agent['type']} -> {dst_agent['type']}" assert row["correlation_id"]["internal"] > 0 assert row["end_timestamp"] >= row["start_timestamp"] if has_blit_kernel: assert directions.issubset(expected_directions) else: assert ( directions == expected_directions ), f"Expected directions {expected_directions}, got {directions}" def test_marker_api_trace(marker_input_data): functions = [] for row in marker_input_data: assert row["Domain"] in [ "MARKER_CORE_API", "MARKER_CONTROL_API", "MARKER_NAME_API", "MARKER_CORE_RANGE_API", ] assert int(row["Process_Id"]) > 0 assert int(row["Thread_Id"]) == 0 or int(row["Thread_Id"]) >= int( row["Process_Id"] ) assert int(row["End_Timestamp"]) >= int(row["Start_Timestamp"]) functions.append(row["Function"]) functions = list(set(functions)) assert "main" in functions def test_marker_api_trace_json(json_data): data = json_data["rocprofiler-sdk-tool"] def get_kind_name(kind_id): return data["strings"]["buffer_records"][kind_id]["kind"] valid_domain = ( "MARKER_CORE_API", "MARKER_CONTROL_API", "MARKER_NAME_API", "MARKER_CORE_RANGE_API", ) buffer_records = data["buffer_records"] marker_data = buffer_records["marker_api"] for marker in marker_data: assert get_kind_name(marker["kind"]) in valid_domain assert marker["thread_id"] >= data["metadata"]["pid"] assert marker["end_timestamp"] >= marker["start_timestamp"] # rocprofv3 does not support output of KFD data to CSV def test_kfd_trace_json(json_data): data = json_data["rocprofiler-sdk-tool"] def get_kind_name(kind_id): return data["strings"]["buffer_records"][kind_id]["kind"] valid_kind = ( "KFD_EVENT_PAGE_MIGRATE", "KFD_EVENT_PAGE_FAULT", "KFD_EVENT_QUEUE", "KFD_EVENT_UNMAP_FROM_GPU", "KFD_EVENT_DROPPED_EVENTS", "KFD_PAGE_MIGRATE", "KFD_PAGE_FAULT", "KFD_QUEUE", ) buffer_records = data["buffer_records"] kfd_data = buffer_records["kfd"] for record in kfd_data: kind_id = record["kind"] op_id = record["operation"] assert get_kind_name(kind_id) in valid_kind assert op_id >= 0 and op_id < len( data["strings"]["buffer_records"][kind_id]["operations"] ) if "end_timestamp" in record: assert record["end_timestamp"] >= record["start_timestamp"] def test_perfetto_data(pftrace_data, json_data): import rocprofiler_sdk.tests.rocprofv3 as rocprofv3 rocprofv3.test_perfetto_data( pftrace_data, json_data, ("hip", "hsa", "marker", "kernel", "memory_copy") ) def test_rocpd_data(rocpd_data, json_data): import rocprofiler_sdk.tests.rocprofv3 as rocprofv3 rocprofv3.test_rocpd_data( rocpd_data, json_data, ("hip", "hsa", "marker", "kernel", "memory_copy") ) if __name__ == "__main__": exit_code = pytest.main(["-x", __file__] + sys.argv[1:]) sys.exit(exit_code)