From ca6c886c3759eaff2212740231a57924af0e1f27 Mon Sep 17 00:00:00 2001 From: luyang Date: Wed, 6 Dec 2023 14:51:30 +0000 Subject: [PATCH 1/8] support oneflow insight --- .../insight/sqlite_to_google_trace_event.py | 503 ++++++++++++++++++ 1 file changed, 503 insertions(+) create mode 100644 python/oneflow/utils/insight/sqlite_to_google_trace_event.py diff --git a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py new file mode 100644 index 00000000000..a2988f44738 --- /dev/null +++ b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py @@ -0,0 +1,503 @@ +import json +import sqlite3 +import argparse +import traceback + + +class DatabaseManager: + def __init__(self, db_file): + self.db_file = db_file + self.connection = None + self.cursor = None + + def open_connection(self): + self.connection = sqlite3.connect(self.db_file) + self.cursor = self.connection.cursor() + + def close_connection(self): + if self.cursor: + self.cursor.close() + if self.connection: + self.connection.close() + + def execute_sql(self, sql): + try: + self.cursor.execute(sql) + self.connection.commit() + except sqlite3.Error as e: + print(f"Execute sql '{sql}' error: {e}") + traceback.print_exc() + + +def are_tables_exist(db_manager, table_names): + try: + # 查询是否存在特定名称的表 + results = {} + for table_name in table_names: + db_manager.execute_sql( + f"SELECT name FROM sqlite_master WHERE type='table' AND name='{table_name}'") + result = db_manager.cursor.fetchone() + results[table_name] = result is not None + return results + + except sqlite3.Error as e: + print(f"are_tables_exist() SQLite error: {e}") + return {} + + +def print_db_info(db_manager): + # execute sql + db_manager.execute_sql( + "SELECT name, sql FROM sqlite_master WHERE type='table';") + # get results + tables = db_manager.cursor.fetchall() + # print infomation + for table in tables: + print(f"Table Name: {table[0]}\nCreate Table SQL: {table[1]}\n") + + +def get_start_time(db_manager): + """ + get session start time(timestamp) from table TARGET_INFO_SESSION_START_TIME + """ + sql = "SELECT utcEpochNs FROM TARGET_INFO_SESSION_START_TIME LIMIT 1;" + db_manager.execute_sql(sql) + result = db_manager.cursor.fetchone() + timestamp = result[0] + return timestamp + + +def get_process_id(db_manager): + """ + get process id from table TARGET_INFO_CUDA_NULL_STREAM + """ + sql = "SELECT processId FROM TARGET_INFO_CUDA_NULL_STREAM LIMIT 1;" + db_manager.execute_sql(sql) + result = db_manager.cursor.fetchone() + process_id = result[0] + return process_id + + +def get_device_property(db_manager): + """ + get device properties from TARGET_INFO_GPU + """ + sql = ("SELECT name,totalMemory,computeMajor,computeMinor," + "maxThreadsPerBlock,maxBlocksPerSm,maxRegistersPerBlock," + "maxRegistersPerSm,threadsPerWarp,maxShmemPerBlock," + "maxRegistersPerSm,smCount,maxShmemPerBlockOptin " + "FROM TARGET_INFO_GPU WHERE id is 0;") + db_manager.execute_sql(sql) + (name, totalGlobalMem, computeMajor, computeMinor, + maxThreadsPerBlock, maxBlocksPerSm, regsPerBlock, + regsPerMultiprocessor, warpSize, sharedMemPerBlock, + sharedMemPerMultiprocessor, numSms, sharedMemPerBlockOptin + ) = db_manager.cursor.fetchone() + maxThreadsPerMultiprocessor = maxThreadsPerBlock * maxBlocksPerSm + + property = { + "id": 0, + "name": name, + "totalGlobalMem": totalGlobalMem, + "computeMajor": computeMajor, + "computeMinor": computeMinor, + "maxThreadsPerBlock": maxThreadsPerBlock, + "maxThreadsPerMultiprocessor": maxThreadsPerMultiprocessor, + "regsPerBlock": regsPerBlock, + "regsPerMultiprocessor": regsPerMultiprocessor, + "warpSize": warpSize, + "sharedMemPerBlock": sharedMemPerBlock, + "sharedMemPerMultiprocessor": sharedMemPerMultiprocessor, + "numSms": numSms, + "sharedMemPerBlockOptin": sharedMemPerBlockOptin + } + return property + + +def sqlite_to_google_trace_event(args): + try: + database_path = args.input + print("Opening sqlite database :", database_path) + db_manager = DatabaseManager(database_path) + db_manager.open_connection() + + # print basic database information + if args.info: + print_db_info(db_manager) + + # check if necessary tables exist + tables_to_check = ["TARGET_INFO_GPU", + "TARGET_INFO_SESSION_START_TIME", + "TARGET_INFO_CUDA_NULL_STREAM", + "ANALYSIS_DETAILS", + "NVTX_EVENTS", + "TARGET_INFO_CUDA_STREAM", + "OSRT_API", + "StringIds", + "CUPTI_ACTIVITY_KIND_RUNTIME", + "CUPTI_ACTIVITY_KIND_KERNEL", + ] + print("Checking if the following table exists:") + results = are_tables_exist(db_manager, tables_to_check) + for table_name, exists in results.items(): + if not exists: + print(f"'{table_name}' not exists.") + raise ValueError( + f"Table '{table_name}' does not exist in the database.") + else: + print(f"'{table_name}' exists.") + + # get some necessary information + session_start_time = get_start_time(db_manager) # session start time + process_id = get_process_id(db_manager) # process id + device_property = get_device_property( + db_manager) # properties of cuda device + + deviceProperties = [device_property] + db_manager.execute_sql( + "SELECT name,busLocation FROM TARGET_INFO_GPU WHERE id is 0;") + name, bus_location = db_manager.cursor.fetchone() + db_manager.execute_sql( + "SELECT duration, startTime, stopTime FROM ANALYSIS_DETAILS LIMIT 1;") + trace_duration, trace_start_time, trace_stop_time = db_manager.cursor.fetchone() + + raw_start_time = session_start_time + trace_start_time + start_time = round(raw_start_time / 1000) # μs to ms + end_time = round((session_start_time + trace_stop_time) / 1000) + duration = round(trace_duration / 1000) # μs to ms + traceEvents_data = [] + # construct process meta infomations + traceEvents_meta = [ + { + "name": "process_name", + "ph": "M", + "ts": start_time, + "pid": process_id, + "tid": 0, + "args": { + "name": "python3" + } + }, + { + "name": "process_labels", + "ph": "M", + "ts": start_time, + "pid": process_id, + "tid": 0, + "args": { + "labels": "CPU" + } + }, + { + "name": "process_sort_index", + "ph": "M", + "ts": start_time, + "pid": process_id, + "tid": 0, + "args": { + "sort_index": process_id + } + }, + { + "name": "process_name", + "ph": "M", + "ts": start_time, + "pid": 0, + "tid": 0, + "args": { + "name": "python3" + } + }, + { + "name": "process_labels", + "ph": "M", + "ts": start_time, + "pid": 0, + "tid": 0, + "args": { + "labels": f"GPU 0(CUDA HW {bus_location} - {name})" + } + }, + { + "name": "process_sort_index", + "ph": "M", + "ts": start_time, + "pid": 0, + "tid": 0, + "args": { + "sort_index": process_id + } + }, + { + "ph": "X", + "cat": "Trace", + "ts": start_time, + "dur": duration, + "pid": "Spans", + "tid": "OneFlow Insight", + "name": "OneFlow Insight (0)", + "args": { + "Op count": 0 + } + }, + { + "name": "process_sort_index", + "ph": "M", + "ts": start_time, + "pid": "Spans", + "tid": 0, + "args": { + "sort_index": "Spans" + } + }, + { + "name": "Iteration Start: OneFlow Insight", + "ph": "i", + "s": "g", + "pid": "Traces", + "tid": "Trace OneFlow Insight", + "ts": start_time + }, + { + "name": "Record Window End", + "ph": "i", + "s": "g", + "pid": "", + "tid": "", + "ts": end_time + } + ] + + # construct vm threads meta infomations + db_manager.execute_sql("SELECT text,globalTid FROM NVTX_EVENTS;") + globalTids = [] + for row in db_manager.cursor.fetchall(): + text, globalTid = row + globalTids.append(globalTid) + osrt_name = { + "name": "thread_name", + "ph": "M", + "ts": start_time, + "pid": process_id, + "tid": f"[OSRT API]{globalTid}", + "args": { + "name": f"[OSRT API]{text}" + } + } + osrt_sort_index = { + "name": "thread_sort_index", + "ph": "M", + "ts": start_time, + "pid": process_id, + "tid": f"[OSRT API]{globalTid}", + "args": { + "sort_index": globalTid - 1 + } + } + cu_api_name = { + "name": "thread_name", + "ph": "M", + "ts": start_time, + "pid": process_id, + "tid": globalTid, + "args": { + "name": f"[CUDA API]{text}" + } + } + cu_api_name_index = { + "name": "thread_sort_index", + "ph": "M", + "ts": start_time, + "pid": process_id, + "tid": globalTid, + "args": { + "sort_index": globalTid + } + } + traceEvents_meta.append(osrt_name) + traceEvents_meta.append(osrt_sort_index) + traceEvents_meta.append(cu_api_name) + traceEvents_meta.append(cu_api_name_index) + + # construct cuda stream meta infomations + db_manager.execute_sql( + "SELECT streamId,processId FROM TARGET_INFO_CUDA_STREAM;") + temp_time = start_time + for row in db_manager.cursor.fetchall(): + temp_time += 187000 + streamId, processId = row + thread_name = { + "name": "thread_name", + "ph": "M", + "ts": start_time, + "pid": 0, + "tid": streamId, + "args": { + "name": f"cuda stream {streamId}", + "stream": streamId, + } + } + thread_sort_index = { + "name": "thread_sort_index", + "ph": "M", + "ts": start_time, + "pid": 0, + "tid": streamId, + "args": { + "sort_index": streamId + } + } + traceEvents_meta.append(thread_name) + traceEvents_meta.append(thread_sort_index) + + # insert os runtime events + global_tids = ', '.join(map(str, globalTids)) + db_manager.execute_sql( + f"SELECT start,end,globalTid,nameId FROM OSRT_API WHERE globalTid IN ({global_tids});") + for row in db_manager.cursor.fetchall(): + start, end, globalTid, nameId = row + db_manager.execute_sql( + f"SELECT value FROM StringIds WHERE id = {nameId};") + name = db_manager.cursor.fetchone()[0] + ts = (raw_start_time + start) / 1000 + dur = (end - start) / 1000 + row_data = { + "ph": "X", + "cat": "OS RUNTIME API", + "name": name, + "pid": process_id, + "tid": f"[OSRT API]{globalTid}", + "ts": ts, + "dur": dur, + "args": { + "global tid": f"{globalTid}(serialized)", + } + } + traceEvents_data.append(row_data) + + # insert cuda runtime api events + db_manager.execute_sql( + "SELECT start,end,globalTid,correlationId,nameId FROM CUPTI_ACTIVITY_KIND_RUNTIME;") + for row in db_manager.cursor.fetchall(): + start, end, globalTid, correlationId, nameId = row + db_manager.execute_sql( + f"SELECT value FROM StringIds WHERE id is {nameId};") + name = db_manager.cursor.fetchone()[0] + short_name = name.split("_", 1)[0] + ts = (raw_start_time + start) / 1000 + dur = (end - start) / 1000 + row_data = { + "ph": "X", + "cat": "CUDA API", + "name": short_name, + "pid": process_id, + "tid": globalTid, + "ts": ts, + "dur": dur, + "args": { + "name": f"Call to {name}", + "begins": f"{start/(10**9)}s", + "ends": f"{end/(10**9)}s(+{dur}ms)", + "global tid": f"{globalTid}(serialized)", + "correlation id": correlationId + } + } + traceEvents_data.append(row_data) + + # insert cuda kernel events + db_manager.execute_sql( + ("SELECT start,end,deviceId,contextId,streamId," + "correlationId,globalPid,demangledName,shortName," + "gridX,gridY,gridZ,blockX,blockY,blockZ," + "staticSharedMemory,dynamicSharedMemory,localMemoryTotal " + "FROM CUPTI_ACTIVITY_KIND_KERNEL;" + ) + ) + for row in db_manager.cursor.fetchall(): + (start, end, deviceId, contextId, streamId, + correlationId, globalPid, demangledName, shortName, + gridX, gridY, gridZ, blockX, blockY, blockZ, + staticSharedMemory, dynamicSharedMemory, localMemoryTotal + ) = row + db_manager.execute_sql( + f"SELECT value FROM StringIds WHERE id is {shortName}") + short_name = db_manager.cursor.fetchone()[0] + db_manager.execute_sql( + f"SELECT value FROM StringIds WHERE id is {demangledName}") + name = db_manager.cursor.fetchone()[0] + ts = (raw_start_time + start) / 1000 + dur = (end - start) / 1000 + row_data = { + "ph": "X", + "cat": "CUDA Kernel", + "name": short_name, + "pid": 0, + "tid": streamId, + "ts": ts, + "dur": dur, + "args": { + "name": name, + "begins": f"{start/(10**9)}s", + "ends": f"{end/(10**9)}s(+{dur}ms)", + "grid": f"<<<{gridX},{gridY},{gridZ}>>>", + "block": f"<<<{blockX},{blockY},{blockZ}>>>", + "static shared memory": f"{staticSharedMemory}bytes", + "dynamic shared memory": f"{dynamicSharedMemory}bytes", + "local memory total": f"{localMemoryTotal}bytes", + "global pid": f"{globalPid}(serialized)", + "device id": deviceId, + "context id": contextId, + "stream id": streamId, + "correlation id": correlationId, + } + } + + traceEvents_data.append(row_data) + + # construct trace event dict + traceEvents = traceEvents_data + traceEvents_meta + data = { + "deviceProperties": deviceProperties, + "traceEvents": traceEvents + } + + # the path to the JSON file to be written + json_fpath = args.output + + # write dict content into a JSON file using json.dump + with open(json_fpath, 'w') as json_file: + json.dump(data, json_file, indent=2) + print(f"Successfully converted content to file: {json_fpath}") + + except BaseException as e: + print(f"An exception occurred: {type(e).__name__}: {e}") + traceback.print_exc() + + finally: + # close db connection + db_manager.close_connection() + + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description='Description of your program') + + parser.add_argument( + '--input', + help='Input nvidia nsight system .sqlite file path') + parser.add_argument( + '--output', + '-o', + help='Output json file path(google trace format)', + default="sqlite_to_google_trace_event.json") + parser.add_argument( + '--info', + '-v', + action='store_true', + help='Enable print infomation of sqlite database', + default=False) + + args = parser.parse_args() + + # Usage: + # python3 sqlite_to_google_trace_event.py --input 'your_file.sqlite' + sqlite_to_google_trace_event(args) From 3ef8096abf8cbc74e6c66bc1039aab0e86ce372d Mon Sep 17 00:00:00 2001 From: luyang Date: Wed, 6 Dec 2023 14:52:45 +0000 Subject: [PATCH 2/8] add requirements.txt --- python/oneflow/utils/insight/requirements.txt | 4 ++++ 1 file changed, 4 insertions(+) create mode 100644 python/oneflow/utils/insight/requirements.txt diff --git a/python/oneflow/utils/insight/requirements.txt b/python/oneflow/utils/insight/requirements.txt new file mode 100644 index 00000000000..ae26f82081c --- /dev/null +++ b/python/oneflow/utils/insight/requirements.txt @@ -0,0 +1,4 @@ +json +sqlite3 +argparse +traceback \ No newline at end of file From afa097cc707c531dd83d3aede70e839868a40d17 Mon Sep 17 00:00:00 2001 From: luyang Date: Thu, 7 Dec 2023 03:56:12 +0000 Subject: [PATCH 3/8] add readme --- python/oneflow/utils/insight/README.md | 36 ++++++++++++++++++++ python/oneflow/utils/insight/trace.json.png | Bin 0 -> 306751 bytes 2 files changed, 36 insertions(+) create mode 100644 python/oneflow/utils/insight/README.md create mode 100644 python/oneflow/utils/insight/trace.json.png diff --git a/python/oneflow/utils/insight/README.md b/python/oneflow/utils/insight/README.md new file mode 100644 index 00000000000..ac2de8678e9 --- /dev/null +++ b/python/oneflow/utils/insight/README.md @@ -0,0 +1,36 @@ +# OneFlow Insight + +## Overview + +OneFlow Insight is a module designed for profiling CUDA kernel execution time and bottleneck analysis. Typically, this is done using the nsys command provided by Nvidia, which generates corresponding profile files (formerly .qdrep and now .nsys-rep). These files can be visualized and analyzed using Nvidia's GUI software, Nsight Systems. + +In addition to generating profile files, nsys also produces platform-independent data information recorded in a .sqlite file. The OneFlow Insight module can parse this .sqlite file to generate a JSON file formatted according to the Google Chrome Trace Event standard. This allows for direct visualization and analysis through Chrome or Edge browsers using chrome://tracing/ or edge://tracing/ (supported by trace-event-profiling-tool, see:https://www.chromium.org/developers/how-tos/trace-event-profiling-tool/). + + +## Usage + +1. Generate profile files using the following nsys command: + + ```bash + nsys profile -o profile_data + ``` + + This will produce .nsys-rep files along with a .sqlite file. + +2. Use OneFlow Insight to parse the .sqlite file and generate a JSON file: + + ```bash + python3 sqlite_to_google_trace_event.py --input 'profile_data.sqlite' -o trace.json + ``` + +3. Open Chrome or Edge browser and navigate to chrome://tracing/ or edge://tracing/. + +4. Load the generated trace.json file for visualizing and analyzing the profiling data. + +## Visualization Example + +![OneFlow Insight Visualization](trace.json.png) + +The above image demonstrates the visualization capabilities using Chrome or Edge browser with the generated JSON file. + +Feel free to explore and gain insights into your CUDA kernel execution performance! diff --git a/python/oneflow/utils/insight/trace.json.png b/python/oneflow/utils/insight/trace.json.png new file mode 100644 index 0000000000000000000000000000000000000000..aba9e43d1e8e48ec573b0e0fc2c1f4d88d0db570 GIT binary patch literal 306751 zcmagF1ymg0_AZD8*M#5>0TSHZ-642z3lQABarfZX1P@7YcXvx5!5SKA+!}A3>AabF zbN}~u-`rkRtIj&BihWMi*6-WIYN{*XV3J`XARyoQKtN7FM}^M_esf$$ zK)`mimyyv_l98d&ba(k^?`VU7pctE>k7l4fMg%l^uVjaaQW^n9NhOn1MrRATq+3K+ zqA428#@9Kr(dui8M_>G@OEA=oWI0mJ8rQ`^q?7KYMNIzAMH;F7gk?=+O#t>Jf}a$LQdg$oAM?CjYpxPj7LcW5tCUGEd_D?Z2P^pu`zE5x9f99X9ptw z_T#sP&xeH<&$^y3q=l#vtXT(hkc1?tHz5e?x`CBH5D<#ryYRJ1ej99{olomSpfxQU 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df8d242126ca28e41a11783e1c21e9bfbe9077e2 Mon Sep 17 00:00:00 2001 From: oneflow-ci-bot Date: Thu, 7 Dec 2023 03:57:16 +0000 Subject: [PATCH 4/8] auto format by CI --- .../utils/insight/sqlite_to_google_trace_event.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py index a2988f44738..ecd8b3bbf72 100644 --- a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py +++ b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py @@ -1,3 +1,18 @@ +""" +Copyright 2020 The OneFlow 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. +""" import json import sqlite3 import argparse From 0d247013e44ed972dea52b906015caf2256894b0 Mon Sep 17 00:00:00 2001 From: oneflow-ci-bot Date: Thu, 7 Dec 2023 04:00:27 +0000 Subject: [PATCH 5/8] auto format by CI --- .../insight/sqlite_to_google_trace_event.py | 248 +++++++++--------- 1 file changed, 124 insertions(+), 124 deletions(-) diff --git a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py index ecd8b3bbf72..5a410824351 100644 --- a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py +++ b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py @@ -50,7 +50,8 @@ def are_tables_exist(db_manager, table_names): results = {} for table_name in table_names: db_manager.execute_sql( - f"SELECT name FROM sqlite_master WHERE type='table' AND name='{table_name}'") + f"SELECT name FROM sqlite_master WHERE type='table' AND name='{table_name}'" + ) result = db_manager.cursor.fetchone() results[table_name] = result is not None return results @@ -62,8 +63,7 @@ def are_tables_exist(db_manager, table_names): def print_db_info(db_manager): # execute sql - db_manager.execute_sql( - "SELECT name, sql FROM sqlite_master WHERE type='table';") + db_manager.execute_sql("SELECT name, sql FROM sqlite_master WHERE type='table';") # get results tables = db_manager.cursor.fetchall() # print infomation @@ -97,17 +97,29 @@ def get_device_property(db_manager): """ get device properties from TARGET_INFO_GPU """ - sql = ("SELECT name,totalMemory,computeMajor,computeMinor," - "maxThreadsPerBlock,maxBlocksPerSm,maxRegistersPerBlock," - "maxRegistersPerSm,threadsPerWarp,maxShmemPerBlock," - "maxRegistersPerSm,smCount,maxShmemPerBlockOptin " - "FROM TARGET_INFO_GPU WHERE id is 0;") + sql = ( + "SELECT name,totalMemory,computeMajor,computeMinor," + "maxThreadsPerBlock,maxBlocksPerSm,maxRegistersPerBlock," + "maxRegistersPerSm,threadsPerWarp,maxShmemPerBlock," + "maxRegistersPerSm,smCount,maxShmemPerBlockOptin " + "FROM TARGET_INFO_GPU WHERE id is 0;" + ) db_manager.execute_sql(sql) - (name, totalGlobalMem, computeMajor, computeMinor, - maxThreadsPerBlock, maxBlocksPerSm, regsPerBlock, - regsPerMultiprocessor, warpSize, sharedMemPerBlock, - sharedMemPerMultiprocessor, numSms, sharedMemPerBlockOptin - ) = db_manager.cursor.fetchone() + ( + name, + totalGlobalMem, + computeMajor, + computeMinor, + maxThreadsPerBlock, + maxBlocksPerSm, + regsPerBlock, + regsPerMultiprocessor, + warpSize, + sharedMemPerBlock, + sharedMemPerMultiprocessor, + numSms, + sharedMemPerBlockOptin, + ) = db_manager.cursor.fetchone() maxThreadsPerMultiprocessor = maxThreadsPerBlock * maxBlocksPerSm property = { @@ -124,7 +136,7 @@ def get_device_property(db_manager): "sharedMemPerBlock": sharedMemPerBlock, "sharedMemPerMultiprocessor": sharedMemPerMultiprocessor, "numSms": numSms, - "sharedMemPerBlockOptin": sharedMemPerBlockOptin + "sharedMemPerBlockOptin": sharedMemPerBlockOptin, } return property @@ -141,45 +153,48 @@ def sqlite_to_google_trace_event(args): print_db_info(db_manager) # check if necessary tables exist - tables_to_check = ["TARGET_INFO_GPU", - "TARGET_INFO_SESSION_START_TIME", - "TARGET_INFO_CUDA_NULL_STREAM", - "ANALYSIS_DETAILS", - "NVTX_EVENTS", - "TARGET_INFO_CUDA_STREAM", - "OSRT_API", - "StringIds", - "CUPTI_ACTIVITY_KIND_RUNTIME", - "CUPTI_ACTIVITY_KIND_KERNEL", - ] + tables_to_check = [ + "TARGET_INFO_GPU", + "TARGET_INFO_SESSION_START_TIME", + "TARGET_INFO_CUDA_NULL_STREAM", + "ANALYSIS_DETAILS", + "NVTX_EVENTS", + "TARGET_INFO_CUDA_STREAM", + "OSRT_API", + "StringIds", + "CUPTI_ACTIVITY_KIND_RUNTIME", + "CUPTI_ACTIVITY_KIND_KERNEL", + ] print("Checking if the following table exists:") results = are_tables_exist(db_manager, tables_to_check) for table_name, exists in results.items(): if not exists: print(f"'{table_name}' not exists.") raise ValueError( - f"Table '{table_name}' does not exist in the database.") + f"Table '{table_name}' does not exist in the database." + ) else: print(f"'{table_name}' exists.") # get some necessary information - session_start_time = get_start_time(db_manager) # session start time - process_id = get_process_id(db_manager) # process id - device_property = get_device_property( - db_manager) # properties of cuda device + session_start_time = get_start_time(db_manager) # session start time + process_id = get_process_id(db_manager) # process id + device_property = get_device_property(db_manager) # properties of cuda device deviceProperties = [device_property] db_manager.execute_sql( - "SELECT name,busLocation FROM TARGET_INFO_GPU WHERE id is 0;") + "SELECT name,busLocation FROM TARGET_INFO_GPU WHERE id is 0;" + ) name, bus_location = db_manager.cursor.fetchone() db_manager.execute_sql( - "SELECT duration, startTime, stopTime FROM ANALYSIS_DETAILS LIMIT 1;") + "SELECT duration, startTime, stopTime FROM ANALYSIS_DETAILS LIMIT 1;" + ) trace_duration, trace_start_time, trace_stop_time = db_manager.cursor.fetchone() raw_start_time = session_start_time + trace_start_time start_time = round(raw_start_time / 1000) # μs to ms end_time = round((session_start_time + trace_stop_time) / 1000) - duration = round(trace_duration / 1000) # μs to ms + duration = round(trace_duration / 1000) # μs to ms traceEvents_data = [] # construct process meta infomations traceEvents_meta = [ @@ -189,9 +204,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": process_id, "tid": 0, - "args": { - "name": "python3" - } + "args": {"name": "python3"}, }, { "name": "process_labels", @@ -199,9 +212,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": process_id, "tid": 0, - "args": { - "labels": "CPU" - } + "args": {"labels": "CPU"}, }, { "name": "process_sort_index", @@ -209,9 +220,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": process_id, "tid": 0, - "args": { - "sort_index": process_id - } + "args": {"sort_index": process_id}, }, { "name": "process_name", @@ -219,9 +228,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": 0, "tid": 0, - "args": { - "name": "python3" - } + "args": {"name": "python3"}, }, { "name": "process_labels", @@ -229,9 +236,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": 0, "tid": 0, - "args": { - "labels": f"GPU 0(CUDA HW {bus_location} - {name})" - } + "args": {"labels": f"GPU 0(CUDA HW {bus_location} - {name})"}, }, { "name": "process_sort_index", @@ -239,9 +244,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": 0, "tid": 0, - "args": { - "sort_index": process_id - } + "args": {"sort_index": process_id}, }, { "ph": "X", @@ -251,9 +254,7 @@ def sqlite_to_google_trace_event(args): "pid": "Spans", "tid": "OneFlow Insight", "name": "OneFlow Insight (0)", - "args": { - "Op count": 0 - } + "args": {"Op count": 0}, }, { "name": "process_sort_index", @@ -261,9 +262,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": "Spans", "tid": 0, - "args": { - "sort_index": "Spans" - } + "args": {"sort_index": "Spans"}, }, { "name": "Iteration Start: OneFlow Insight", @@ -271,7 +270,7 @@ def sqlite_to_google_trace_event(args): "s": "g", "pid": "Traces", "tid": "Trace OneFlow Insight", - "ts": start_time + "ts": start_time, }, { "name": "Record Window End", @@ -279,8 +278,8 @@ def sqlite_to_google_trace_event(args): "s": "g", "pid": "", "tid": "", - "ts": end_time - } + "ts": end_time, + }, ] # construct vm threads meta infomations @@ -295,9 +294,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": process_id, "tid": f"[OSRT API]{globalTid}", - "args": { - "name": f"[OSRT API]{text}" - } + "args": {"name": f"[OSRT API]{text}"}, } osrt_sort_index = { "name": "thread_sort_index", @@ -305,9 +302,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": process_id, "tid": f"[OSRT API]{globalTid}", - "args": { - "sort_index": globalTid - 1 - } + "args": {"sort_index": globalTid - 1}, } cu_api_name = { "name": "thread_name", @@ -315,9 +310,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": process_id, "tid": globalTid, - "args": { - "name": f"[CUDA API]{text}" - } + "args": {"name": f"[CUDA API]{text}"}, } cu_api_name_index = { "name": "thread_sort_index", @@ -325,9 +318,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": process_id, "tid": globalTid, - "args": { - "sort_index": globalTid - } + "args": {"sort_index": globalTid}, } traceEvents_meta.append(osrt_name) traceEvents_meta.append(osrt_sort_index) @@ -336,7 +327,8 @@ def sqlite_to_google_trace_event(args): # construct cuda stream meta infomations db_manager.execute_sql( - "SELECT streamId,processId FROM TARGET_INFO_CUDA_STREAM;") + "SELECT streamId,processId FROM TARGET_INFO_CUDA_STREAM;" + ) temp_time = start_time for row in db_manager.cursor.fetchall(): temp_time += 187000 @@ -347,10 +339,7 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": 0, "tid": streamId, - "args": { - "name": f"cuda stream {streamId}", - "stream": streamId, - } + "args": {"name": f"cuda stream {streamId}", "stream": streamId,}, } thread_sort_index = { "name": "thread_sort_index", @@ -358,21 +347,19 @@ def sqlite_to_google_trace_event(args): "ts": start_time, "pid": 0, "tid": streamId, - "args": { - "sort_index": streamId - } + "args": {"sort_index": streamId}, } traceEvents_meta.append(thread_name) traceEvents_meta.append(thread_sort_index) # insert os runtime events - global_tids = ', '.join(map(str, globalTids)) + global_tids = ", ".join(map(str, globalTids)) db_manager.execute_sql( - f"SELECT start,end,globalTid,nameId FROM OSRT_API WHERE globalTid IN ({global_tids});") + f"SELECT start,end,globalTid,nameId FROM OSRT_API WHERE globalTid IN ({global_tids});" + ) for row in db_manager.cursor.fetchall(): start, end, globalTid, nameId = row - db_manager.execute_sql( - f"SELECT value FROM StringIds WHERE id = {nameId};") + db_manager.execute_sql(f"SELECT value FROM StringIds WHERE id = {nameId};") name = db_manager.cursor.fetchone()[0] ts = (raw_start_time + start) / 1000 dur = (end - start) / 1000 @@ -384,19 +371,17 @@ def sqlite_to_google_trace_event(args): "tid": f"[OSRT API]{globalTid}", "ts": ts, "dur": dur, - "args": { - "global tid": f"{globalTid}(serialized)", - } + "args": {"global tid": f"{globalTid}(serialized)",}, } traceEvents_data.append(row_data) # insert cuda runtime api events db_manager.execute_sql( - "SELECT start,end,globalTid,correlationId,nameId FROM CUPTI_ACTIVITY_KIND_RUNTIME;") + "SELECT start,end,globalTid,correlationId,nameId FROM CUPTI_ACTIVITY_KIND_RUNTIME;" + ) for row in db_manager.cursor.fetchall(): start, end, globalTid, correlationId, nameId = row - db_manager.execute_sql( - f"SELECT value FROM StringIds WHERE id is {nameId};") + db_manager.execute_sql(f"SELECT value FROM StringIds WHERE id is {nameId};") name = db_manager.cursor.fetchone()[0] short_name = name.split("_", 1)[0] ts = (raw_start_time + start) / 1000 @@ -414,31 +399,49 @@ def sqlite_to_google_trace_event(args): "begins": f"{start/(10**9)}s", "ends": f"{end/(10**9)}s(+{dur}ms)", "global tid": f"{globalTid}(serialized)", - "correlation id": correlationId - } + "correlation id": correlationId, + }, } traceEvents_data.append(row_data) # insert cuda kernel events db_manager.execute_sql( - ("SELECT start,end,deviceId,contextId,streamId," - "correlationId,globalPid,demangledName,shortName," - "gridX,gridY,gridZ,blockX,blockY,blockZ," - "staticSharedMemory,dynamicSharedMemory,localMemoryTotal " - "FROM CUPTI_ACTIVITY_KIND_KERNEL;" - ) + ( + "SELECT start,end,deviceId,contextId,streamId," + "correlationId,globalPid,demangledName,shortName," + "gridX,gridY,gridZ,blockX,blockY,blockZ," + "staticSharedMemory,dynamicSharedMemory,localMemoryTotal " + "FROM CUPTI_ACTIVITY_KIND_KERNEL;" + ) ) for row in db_manager.cursor.fetchall(): - (start, end, deviceId, contextId, streamId, - correlationId, globalPid, demangledName, shortName, - gridX, gridY, gridZ, blockX, blockY, blockZ, - staticSharedMemory, dynamicSharedMemory, localMemoryTotal - ) = row + ( + start, + end, + deviceId, + contextId, + streamId, + correlationId, + globalPid, + demangledName, + shortName, + gridX, + gridY, + gridZ, + blockX, + blockY, + blockZ, + staticSharedMemory, + dynamicSharedMemory, + localMemoryTotal, + ) = row db_manager.execute_sql( - f"SELECT value FROM StringIds WHERE id is {shortName}") + f"SELECT value FROM StringIds WHERE id is {shortName}" + ) short_name = db_manager.cursor.fetchone()[0] db_manager.execute_sql( - f"SELECT value FROM StringIds WHERE id is {demangledName}") + f"SELECT value FROM StringIds WHERE id is {demangledName}" + ) name = db_manager.cursor.fetchone()[0] ts = (raw_start_time + start) / 1000 dur = (end - start) / 1000 @@ -464,23 +467,20 @@ def sqlite_to_google_trace_event(args): "context id": contextId, "stream id": streamId, "correlation id": correlationId, - } + }, } traceEvents_data.append(row_data) # construct trace event dict traceEvents = traceEvents_data + traceEvents_meta - data = { - "deviceProperties": deviceProperties, - "traceEvents": traceEvents - } + data = {"deviceProperties": deviceProperties, "traceEvents": traceEvents} # the path to the JSON file to be written json_fpath = args.output # write dict content into a JSON file using json.dump - with open(json_fpath, 'w') as json_file: + with open(json_fpath, "w") as json_file: json.dump(data, json_file, indent=2) print(f"Successfully converted content to file: {json_fpath}") @@ -494,22 +494,22 @@ def sqlite_to_google_trace_event(args): if __name__ == "__main__": - parser = argparse.ArgumentParser(description='Description of your program') + parser = argparse.ArgumentParser(description="Description of your program") + parser.add_argument("--input", help="Input nvidia nsight system .sqlite file path") parser.add_argument( - '--input', - help='Input nvidia nsight system .sqlite file path') - parser.add_argument( - '--output', - '-o', - help='Output json file path(google trace format)', - default="sqlite_to_google_trace_event.json") + "--output", + "-o", + help="Output json file path(google trace format)", + default="sqlite_to_google_trace_event.json", + ) parser.add_argument( - '--info', - '-v', - action='store_true', - help='Enable print infomation of sqlite database', - default=False) + "--info", + "-v", + action="store_true", + help="Enable print infomation of sqlite database", + default=False, + ) args = parser.parse_args() From 98fd989c0db8c9c7f94eb15bfcc500b7e6deaebc Mon Sep 17 00:00:00 2001 From: luyang Date: Thu, 21 Dec 2023 05:09:45 +0000 Subject: [PATCH 6/8] refine --- python/oneflow/utils/insight/requirements.txt | 1 - .../insight/sqlite_to_google_trace_event.py | 33 ++++++++++--------- 2 files changed, 17 insertions(+), 17 deletions(-) diff --git a/python/oneflow/utils/insight/requirements.txt b/python/oneflow/utils/insight/requirements.txt index ae26f82081c..9624b42621e 100644 --- a/python/oneflow/utils/insight/requirements.txt +++ b/python/oneflow/utils/insight/requirements.txt @@ -1,4 +1,3 @@ -json sqlite3 argparse traceback \ No newline at end of file diff --git a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py index a2988f44738..54e8f2f74e9 100644 --- a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py +++ b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py @@ -31,7 +31,7 @@ def execute_sql(self, sql): def are_tables_exist(db_manager, table_names): try: - # 查询是否存在特定名称的表 + # Query for the existence of sqlite database tables with specific names results = {} for table_name in table_names: db_manager.execute_sql( @@ -114,7 +114,7 @@ def get_device_property(db_manager): return property -def sqlite_to_google_trace_event(args): +def sqlite_to_google_trace_event(args, tables): try: database_path = args.input print("Opening sqlite database :", database_path) @@ -125,20 +125,9 @@ def sqlite_to_google_trace_event(args): if args.info: print_db_info(db_manager) - # check if necessary tables exist - tables_to_check = ["TARGET_INFO_GPU", - "TARGET_INFO_SESSION_START_TIME", - "TARGET_INFO_CUDA_NULL_STREAM", - "ANALYSIS_DETAILS", - "NVTX_EVENTS", - "TARGET_INFO_CUDA_STREAM", - "OSRT_API", - "StringIds", - "CUPTI_ACTIVITY_KIND_RUNTIME", - "CUPTI_ACTIVITY_KIND_KERNEL", - ] + print("Checking if the following table exists:") - results = are_tables_exist(db_manager, tables_to_check) + results = are_tables_exist(db_manager, tables) for table_name, exists in results.items(): if not exists: print(f"'{table_name}' not exists.") @@ -497,7 +486,19 @@ def sqlite_to_google_trace_event(args): default=False) args = parser.parse_args() + # check if necessary tables exist + tables_to_check = ["TARGET_INFO_GPU", + "TARGET_INFO_SESSION_START_TIME", + "TARGET_INFO_CUDA_NULL_STREAM", + "ANALYSIS_DETAILS", + "NVTX_EVENTS", + "TARGET_INFO_CUDA_STREAM", + "OSRT_API", + "StringIds", + "CUPTI_ACTIVITY_KIND_RUNTIME", + "CUPTI_ACTIVITY_KIND_KERNEL", + ] # Usage: # python3 sqlite_to_google_trace_event.py --input 'your_file.sqlite' - sqlite_to_google_trace_event(args) + sqlite_to_google_trace_event(args, tables_to_check) From bd9f330bd560d7bc0896bfe6d5e4b9f4f8189a6d Mon Sep 17 00:00:00 2001 From: oneflow-ci-bot Date: Thu, 21 Dec 2023 05:12:21 +0000 Subject: [PATCH 7/8] auto format by CI --- .../insight/sqlite_to_google_trace_event.py | 24 +++++++++---------- 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py index c816daa5ed1..c0f6642a5fc 100644 --- a/python/oneflow/utils/insight/sqlite_to_google_trace_event.py +++ b/python/oneflow/utils/insight/sqlite_to_google_trace_event.py @@ -152,7 +152,6 @@ def sqlite_to_google_trace_event(args, tables): if args.info: print_db_info(db_manager) - print("Checking if the following table exists:") results = are_tables_exist(db_manager, tables) for table_name, exists in results.items(): @@ -501,17 +500,18 @@ def sqlite_to_google_trace_event(args, tables): args = parser.parse_args() # check if necessary tables exist - tables_to_check = ["TARGET_INFO_GPU", - "TARGET_INFO_SESSION_START_TIME", - "TARGET_INFO_CUDA_NULL_STREAM", - "ANALYSIS_DETAILS", - "NVTX_EVENTS", - "TARGET_INFO_CUDA_STREAM", - "OSRT_API", - "StringIds", - "CUPTI_ACTIVITY_KIND_RUNTIME", - "CUPTI_ACTIVITY_KIND_KERNEL", - ] + tables_to_check = [ + "TARGET_INFO_GPU", + "TARGET_INFO_SESSION_START_TIME", + "TARGET_INFO_CUDA_NULL_STREAM", + "ANALYSIS_DETAILS", + "NVTX_EVENTS", + "TARGET_INFO_CUDA_STREAM", + "OSRT_API", + "StringIds", + "CUPTI_ACTIVITY_KIND_RUNTIME", + "CUPTI_ACTIVITY_KIND_KERNEL", + ] # Usage: # python3 sqlite_to_google_trace_event.py --input 'your_file.sqlite' From 2bf8ab4fc558ed65a66ac334e1053454e76c9f72 Mon Sep 17 00:00:00 2001 From: Mosout Date: Fri, 29 Dec 2023 07:38:47 +0000 Subject: [PATCH 8/8] refine doc --- python/oneflow/utils/insight/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/oneflow/utils/insight/README.md b/python/oneflow/utils/insight/README.md index ac2de8678e9..d51e61a2ef2 100644 --- a/python/oneflow/utils/insight/README.md +++ b/python/oneflow/utils/insight/README.md @@ -12,7 +12,7 @@ In addition to generating profile files, nsys also produces platform-independent 1. Generate profile files using the following nsys command: ```bash - nsys profile -o profile_data + nsys profile --export=sqlite -o profile_data ``` This will produce .nsys-rep files along with a .sqlite file.