/* * SPDX-FileCopyrightText: Copyright (c) 1993-2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: Apache-2.0 * * 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. */ #ifndef TENSORRT_LOGGING_H #define TENSORRT_LOGGING_H #include "NvInferRuntimeCommon.h" #include "sampleOptions.h" #include #include #include #include #include #include #include #include namespace sample { using Severity = nvinfer1::ILogger::Severity; class LogStreamConsumerBuffer : public std::stringbuf { public: LogStreamConsumerBuffer(std::ostream& stream, const std::string& prefix, bool shouldLog) : mOutput(stream) , mPrefix(prefix) , mShouldLog(shouldLog) { } LogStreamConsumerBuffer(LogStreamConsumerBuffer&& other) noexcept : mOutput(other.mOutput) , mPrefix(other.mPrefix) , mShouldLog(other.mShouldLog) { } LogStreamConsumerBuffer(const LogStreamConsumerBuffer& other) = delete; LogStreamConsumerBuffer() = delete; LogStreamConsumerBuffer& operator=(const LogStreamConsumerBuffer&) = delete; LogStreamConsumerBuffer& operator=(LogStreamConsumerBuffer&&) = delete; ~LogStreamConsumerBuffer() override { // std::streambuf::pbase() gives a pointer to the beginning of the buffered part of the output sequence // std::streambuf::pptr() gives a pointer to the current position of the output sequence // if the pointer to the beginning is not equal to the pointer to the current position, // call putOutput() to log the output to the stream if (pbase() != pptr()) { putOutput(); } } //! //! synchronizes the stream buffer and returns 0 on success //! synchronizing the stream buffer consists of inserting the buffer contents into the stream, //! resetting the buffer and flushing the stream //! int32_t sync() override { putOutput(); return 0; } void putOutput() { if (mShouldLog) { // prepend timestamp std::time_t timestamp = std::time(nullptr); tm* tm_local = std::localtime(×tamp); mOutput << "["; mOutput << std::setw(2) << std::setfill('0') << 1 + tm_local->tm_mon << "/"; mOutput << std::setw(2) << std::setfill('0') << tm_local->tm_mday << "/"; mOutput << std::setw(4) << std::setfill('0') << 1900 + tm_local->tm_year << "-"; mOutput << std::setw(2) << std::setfill('0') << tm_local->tm_hour << ":"; mOutput << std::setw(2) << std::setfill('0') << tm_local->tm_min << ":"; mOutput << std::setw(2) << std::setfill('0') << tm_local->tm_sec << "] "; // std::stringbuf::str() gets the string contents of the buffer // insert the buffer contents pre-appended by the appropriate prefix into the stream mOutput << mPrefix << str(); } // set the buffer to empty str(""); // flush the stream mOutput.flush(); } void setShouldLog(bool shouldLog) { mShouldLog = shouldLog; } private: std::ostream& mOutput; std::string mPrefix; bool mShouldLog{}; }; // class LogStreamConsumerBuffer //! //! \class LogStreamConsumerBase //! \brief Convenience object used to initialize LogStreamConsumerBuffer before std::ostream in LogStreamConsumer //! class LogStreamConsumerBase { public: LogStreamConsumerBase(std::ostream& stream, const std::string& prefix, bool shouldLog) : mBuffer(stream, prefix, shouldLog) { } protected: std::mutex mLogMutex; LogStreamConsumerBuffer mBuffer; }; // class LogStreamConsumerBase //! //! \class LogStreamConsumer //! \brief Convenience object used to facilitate use of C++ stream syntax when logging messages. //! Order of base classes is LogStreamConsumerBase and then std::ostream. //! This is because the LogStreamConsumerBase class is used to initialize the LogStreamConsumerBuffer member field //! in LogStreamConsumer and then the address of the buffer is passed to std::ostream. //! This is necessary to prevent the address of an uninitialized buffer from being passed to std::ostream. //! Please do not change the order of the parent classes. //! class LogStreamConsumer : protected LogStreamConsumerBase, public std::ostream { public: //! //! \brief Creates a LogStreamConsumer which logs messages with level severity. //! Reportable severity determines if the messages are severe enough to be logged. //! LogStreamConsumer(nvinfer1::ILogger::Severity reportableSeverity, nvinfer1::ILogger::Severity severity) : LogStreamConsumerBase(severityOstream(severity), severityPrefix(severity), severity <= reportableSeverity) , std::ostream(&mBuffer) // links the stream buffer with the stream , mShouldLog(severity <= reportableSeverity) , mSeverity(severity) { } LogStreamConsumer(LogStreamConsumer&& other) noexcept : LogStreamConsumerBase(severityOstream(other.mSeverity), severityPrefix(other.mSeverity), other.mShouldLog) , std::ostream(&mBuffer) // links the stream buffer with the stream , mShouldLog(other.mShouldLog) , mSeverity(other.mSeverity) { } LogStreamConsumer(const LogStreamConsumer& other) = delete; LogStreamConsumer() = delete; ~LogStreamConsumer() override = default; LogStreamConsumer& operator=(const LogStreamConsumer&) = delete; LogStreamConsumer& operator=(LogStreamConsumer&&) = delete; void setReportableSeverity(Severity reportableSeverity) { mShouldLog = mSeverity <= reportableSeverity; mBuffer.setShouldLog(mShouldLog); } std::mutex& getMutex() { return mLogMutex; } bool getShouldLog() const { return mShouldLog; } private: static std::ostream& severityOstream(Severity severity) { return severity >= Severity::kINFO ? std::cout : std::cerr; } static std::string severityPrefix(Severity severity) { switch (severity) { case Severity::kINTERNAL_ERROR: return "[F] "; case Severity::kERROR: return "[E] "; case Severity::kWARNING: return "[W] "; case Severity::kINFO: return "[I] "; case Severity::kVERBOSE: return "[V] "; default: assert(0); return ""; } } bool mShouldLog; Severity mSeverity; }; // class LogStreamConsumer template LogStreamConsumer& operator<<(LogStreamConsumer& logger, const T& obj) { if (logger.getShouldLog()) { std::lock_guard guard(logger.getMutex()); auto& os = static_cast(logger); os << obj; } return logger; } //! //! Special handling std::endl //! inline LogStreamConsumer& operator<<(LogStreamConsumer& logger, std::ostream& (*f)(std::ostream&) ) { if (logger.getShouldLog()) { std::lock_guard guard(logger.getMutex()); auto& os = static_cast(logger); os << f; } return logger; } inline LogStreamConsumer& operator<<(LogStreamConsumer& logger, const nvinfer1::Dims& dims) { if (logger.getShouldLog()) { std::lock_guard guard(logger.getMutex()); auto& os = static_cast(logger); for (int32_t i = 0; i < dims.nbDims; ++i) { os << (i ? "x" : "") << dims.d[i]; } } return logger; } //! //! \class Logger //! //! \brief Class which manages logging of TensorRT tools and samples //! //! \details This class provides a common interface for TensorRT tools and samples to log information to the console, //! and supports logging two types of messages: //! //! - Debugging messages with an associated severity (info, warning, error, or internal error/fatal) //! - Test pass/fail messages //! //! The advantage of having all samples use this class for logging as opposed to emitting directly to stdout/stderr is //! that the logic for controlling the verbosity and formatting of sample output is centralized in one location. //! //! In the future, this class could be extended to support dumping test results to a file in some standard format //! (for example, JUnit XML), and providing additional metadata (e.g. timing the duration of a test run). //! //! TODO: For backwards compatibility with existing samples, this class inherits directly from the nvinfer1::ILogger //! interface, which is problematic since there isn't a clean separation between messages coming from the TensorRT //! library and messages coming from the sample. //! //! In the future (once all samples are updated to use Logger::getTRTLogger() to access the ILogger) we can refactor the //! class to eliminate the inheritance and instead make the nvinfer1::ILogger implementation a member of the Logger //! object. //! class Logger : public nvinfer1::ILogger { public: explicit Logger(Severity severity = Severity::kWARNING) : mReportableSeverity(severity) { } //! //! \enum TestResult //! \brief Represents the state of a given test //! enum class TestResult { kRUNNING, //!< The test is running kPASSED, //!< The test passed kFAILED, //!< The test failed kWAIVED //!< The test was waived }; //! //! \brief Forward-compatible method for retrieving the nvinfer::ILogger associated with this Logger //! \return The nvinfer1::ILogger associated with this Logger //! //! TODO Once all samples are updated to use this method to register the logger with TensorRT, //! we can eliminate the inheritance of Logger from ILogger //! nvinfer1::ILogger& getTRTLogger() noexcept { return *this; } //! //! \brief Implementation of the nvinfer1::ILogger::log() virtual method //! //! Note samples should not be calling this function directly; it will eventually go away once we eliminate the //! inheritance from nvinfer1::ILogger //! void log(Severity severity, const char* msg) noexcept override { LogStreamConsumer(mReportableSeverity, severity) << "[TRT] " << std::string(msg) << std::endl; } //! //! \brief Method for controlling the verbosity of logging output //! //! \param severity The logger will only emit messages that have severity of this level or higher. //! void setReportableSeverity(Severity severity) noexcept { mReportableSeverity = severity; } //! //! \brief Opaque handle that holds logging information for a particular test //! //! This object is an opaque handle to information used by the Logger to print test results. //! The sample must call Logger::defineTest() in order to obtain a TestAtom that can be used //! with Logger::reportTest{Start,End}(). //! class TestAtom { public: TestAtom(TestAtom&&) = default; private: friend class Logger; TestAtom(bool started, const std::string& name, const std::string& cmdline) : mStarted(started) , mName(name) , mCmdline(cmdline) { } bool mStarted; std::string mName; std::string mCmdline; }; //! //! \brief Define a test for logging //! //! \param[in] name The name of the test. This should be a string starting with //! "TensorRT" and containing dot-separated strings containing //! the characters [A-Za-z0-9_]. //! For example, "TensorRT.sample_googlenet" //! \param[in] cmdline The command line used to reproduce the test // //! \return a TestAtom that can be used in Logger::reportTest{Start,End}(). //! static TestAtom defineTest(const std::string& name, const std::string& cmdline) { return TestAtom(false, name, cmdline); } //! //! \brief A convenience overloaded version of defineTest() that accepts an array of command-line arguments //! as input //! //! \param[in] name The name of the test //! \param[in] argc The number of command-line arguments //! \param[in] argv The array of command-line arguments (given as C strings) //! //! \return a TestAtom that can be used in Logger::reportTest{Start,End}(). //! static TestAtom defineTest(const std::string& name, int32_t argc, char const* const* argv) { // Append TensorRT version as info const std::string vname = name + " [TensorRT v" + std::to_string(NV_TENSORRT_VERSION) + "]"; auto cmdline = genCmdlineString(argc, argv); return defineTest(vname, cmdline); } //! //! \brief Report that a test has started. //! //! \pre reportTestStart() has not been called yet for the given testAtom //! //! \param[in] testAtom The handle to the test that has started //! static void reportTestStart(TestAtom& testAtom) { reportTestResult(testAtom, TestResult::kRUNNING); assert(!testAtom.mStarted); testAtom.mStarted = true; } //! //! \brief Report that a test has ended. //! //! \pre reportTestStart() has been called for the given testAtom //! //! \param[in] testAtom The handle to the test that has ended //! \param[in] result The result of the test. Should be one of TestResult::kPASSED, //! TestResult::kFAILED, TestResult::kWAIVED //! static void reportTestEnd(TestAtom const& testAtom, TestResult result) { assert(result != TestResult::kRUNNING); assert(testAtom.mStarted); reportTestResult(testAtom, result); } static int32_t reportPass(TestAtom const& testAtom) { reportTestEnd(testAtom, TestResult::kPASSED); return EXIT_SUCCESS; } static int32_t reportFail(TestAtom const& testAtom) { reportTestEnd(testAtom, TestResult::kFAILED); return EXIT_FAILURE; } static int32_t reportWaive(TestAtom const& testAtom) { reportTestEnd(testAtom, TestResult::kWAIVED); return EXIT_SUCCESS; } static int32_t reportTest(TestAtom const& testAtom, bool pass) { return pass ? reportPass(testAtom) : reportFail(testAtom); } Severity getReportableSeverity() const { return mReportableSeverity; } private: //! //! \brief returns an appropriate string for prefixing a log message with the given severity //! static const char* severityPrefix(Severity severity) { switch (severity) { case Severity::kINTERNAL_ERROR: return "[F] "; case Severity::kERROR: return "[E] "; case Severity::kWARNING: return "[W] "; case Severity::kINFO: return "[I] "; case Severity::kVERBOSE: return "[V] "; default: assert(0); return ""; } } //! //! \brief returns an appropriate string for prefixing a test result message with the given result //! static const char* testResultString(TestResult result) { switch (result) { case TestResult::kRUNNING: return "RUNNING"; case TestResult::kPASSED: return "PASSED"; case TestResult::kFAILED: return "FAILED"; case TestResult::kWAIVED: return "WAIVED"; default: assert(0); return ""; } } //! //! \brief returns an appropriate output stream (cout or cerr) to use with the given severity //! static std::ostream& severityOstream(Severity severity) { return severity >= Severity::kINFO ? std::cout : std::cerr; } //! //! \brief method that implements logging test results //! static void reportTestResult(TestAtom const& testAtom, TestResult result) { severityOstream(Severity::kINFO) << "&&&& " << testResultString(result) << " " << testAtom.mName << " # " << testAtom.mCmdline << std::endl; } //! //! \brief generate a command line string from the given (argc, argv) values //! static std::string genCmdlineString(int32_t argc, char const* const* argv) { std::stringstream ss; for (int32_t i = 0; i < argc; i++) { if (i > 0) { ss << " "; } ss << argv[i]; } return ss.str(); } Severity mReportableSeverity; }; // class Logger namespace { //! //! \brief produces a LogStreamConsumer object that can be used to log messages of severity kVERBOSE //! //! Example usage: //! //! LOG_VERBOSE(logger) << "hello world" << std::endl; //! inline LogStreamConsumer LOG_VERBOSE(const Logger& logger) { return LogStreamConsumer(logger.getReportableSeverity(), Severity::kVERBOSE); } //! //! \brief produces a LogStreamConsumer object that can be used to log messages of severity kINFO //! //! Example usage: //! //! LOG_INFO(logger) << "hello world" << std::endl; //! inline LogStreamConsumer LOG_INFO(const Logger& logger) { return LogStreamConsumer(logger.getReportableSeverity(), Severity::kINFO); } //! //! \brief produces a LogStreamConsumer object that can be used to log messages of severity kWARNING //! //! Example usage: //! //! LOG_WARN(logger) << "hello world" << std::endl; //! inline LogStreamConsumer LOG_WARN(const Logger& logger) { return LogStreamConsumer(logger.getReportableSeverity(), Severity::kWARNING); } //! //! \brief produces a LogStreamConsumer object that can be used to log messages of severity kERROR //! //! Example usage: //! //! LOG_ERROR(logger) << "hello world" << std::endl; //! inline LogStreamConsumer LOG_ERROR(const Logger& logger) { return LogStreamConsumer(logger.getReportableSeverity(), Severity::kERROR); } //! //! \brief produces a LogStreamConsumer object that can be used to log messages of severity kINTERNAL_ERROR //! ("fatal" severity) //! //! Example usage: //! //! LOG_FATAL(logger) << "hello world" << std::endl; //! inline LogStreamConsumer LOG_FATAL(const Logger& logger) { return LogStreamConsumer(logger.getReportableSeverity(), Severity::kINTERNAL_ERROR); } } // anonymous namespace } // namespace sample #endif // TENSORRT_LOGGING_H