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Summary: Resubmit #20698 which got messed up. Idea is that when PyTorch is used in a custom build environment (e.g. Facebook), it's useful to track usage of various APIs centrally. This PR introduces a simple very lightweight mechanism to do so - only first invocation of a trigger point would be logged. This is significantly more lightweight than #18235 and thus we can allow to put logging in e.g. TensorImpl. Also adds an initial list of trigger points. Trigger points are added in such a way that no static initialization triggers them, i.e. just linking with libtorch.so will not cause any logging. Further suggestions of what to log are welcomed. Pull Request resolved: https://github.com/pytorch/pytorch/pull/20745 Differential Revision: D15429196 Pulled By: dzhulgakov fbshipit-source-id: a5e41a709a65b7ebccc6b95f93854e583cf20aca
297 lines
8.8 KiB
C++
297 lines
8.8 KiB
C++
#include "c10/util/Logging.h"
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#include "c10/util/Backtrace.h"
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#include "c10/util/Flags.h"
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#include <algorithm>
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#include <cstdlib>
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#include <cstring>
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#include <iostream>
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#include <numeric>
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// Common code that we use regardless of whether we use glog or not.
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C10_DEFINE_bool(
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caffe2_use_fatal_for_enforce,
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false,
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"If set true, when CAFFE_ENFORCE is not met, abort instead "
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"of throwing an exception.");
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namespace c10 {
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namespace enforce_detail {
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/* implicit */ EnforceFailMessage::EnforceFailMessage(std::string&& msg) {
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msg_ = new std::string(std::move(msg));
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}
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} // namespace enforce_detail
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namespace {
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std::function<string(void)>* GetFetchStackTrace() {
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static std::function<string(void)> func = []() {
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return get_backtrace(/*frames_to_skip=*/1);
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};
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return &func;
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};
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} // namespace
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void SetStackTraceFetcher(std::function<string(void)> fetcher) {
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*GetFetchStackTrace() = fetcher;
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}
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void ThrowEnforceNotMet(
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const char* file,
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const int line,
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const char* condition,
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const std::string& msg,
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const void* caller) {
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c10::Error e(file, line, condition, msg, (*GetFetchStackTrace())(), caller);
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if (FLAGS_caffe2_use_fatal_for_enforce) {
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LOG(FATAL) << e.msg_stack()[0];
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}
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throw e;
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}
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// PyTorch-style error message
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// (This must be defined here for access to GetFetchStackTrace)
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Error::Error(SourceLocation source_location, const std::string& msg)
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: Error(msg, str(" (", source_location, ")\n", (*GetFetchStackTrace())())) {
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}
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using APIUsageLoggerType = std::function<void(const std::string&)>;
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namespace {
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bool IsAPIUsageDebugMode() {
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const char* val = getenv("PYTORCH_API_USAGE_STDERR");
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return val && *val; // any non-empty value
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}
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void APIUsageDebug(const string& event) {
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// use stderr to avoid messing with glog
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std::cerr << "PYTORCH_API_USAGE " << event << std::endl;
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}
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APIUsageLoggerType* GetAPIUsageLogger() {
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static APIUsageLoggerType func =
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IsAPIUsageDebugMode() ? &APIUsageDebug : [](const string&) {};
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return &func;
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};
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} // namespace
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void SetAPIUsageLogger(std::function<void(const std::string&)> logger) {
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TORCH_CHECK(logger);
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*GetAPIUsageLogger() = logger;
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}
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void LogAPIUsage(const std::string& event) {
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(*GetAPIUsageLogger())(event);
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}
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namespace detail {
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bool LogAPIUsageFakeReturn(const std::string& event) {
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(*GetAPIUsageLogger())(event);
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return true;
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}
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} // namespace detail
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} // namespace c10
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#if defined(C10_USE_GFLAGS) && defined(C10_USE_GLOG)
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// When GLOG depends on GFLAGS, these variables are being defined in GLOG
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// directly via the GFLAGS definition, so we will use DECLARE_* to declare
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// them, and use them in Caffe2.
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// GLOG's minloglevel
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DECLARE_int32(minloglevel);
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// GLOG's verbose log value.
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DECLARE_int32(v);
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// GLOG's logtostderr value
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DECLARE_bool(logtostderr);
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#endif // defined(C10_USE_GFLAGS) && defined(C10_USE_GLOG)
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#if !defined(C10_USE_GLOG)
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// This backward compatibility flags are in order to deal with cases where
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// Caffe2 are not built with glog, but some init flags still pass in these
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// flags. They may go away in the future.
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C10_DEFINE_int32(minloglevel, 0, "Equivalent to glog minloglevel");
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C10_DEFINE_int32(v, 0, "Equivalent to glog verbose");
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C10_DEFINE_bool(logtostderr, false, "Equivalent to glog logtostderr");
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#endif // !defined(c10_USE_GLOG)
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#ifdef C10_USE_GLOG
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// Provide easy access to the above variables, regardless whether GLOG is
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// dependent on GFLAGS or not. Note that the namespace (fLI, fLB) is actually
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// consistent between GLOG and GFLAGS, so we can do the below declaration
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// consistently.
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namespace c10 {
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using fLB::FLAGS_logtostderr;
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using fLI::FLAGS_minloglevel;
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using fLI::FLAGS_v;
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} // namespace c10
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C10_DEFINE_int(
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caffe2_log_level,
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google::GLOG_ERROR,
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"The minimum log level that caffe2 will output.");
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// Google glog's api does not have an external function that allows one to check
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// if glog is initialized or not. It does have an internal function - so we are
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// declaring it here. This is a hack but has been used by a bunch of others too
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// (e.g. Torch).
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namespace google {
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namespace glog_internal_namespace_ {
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bool IsGoogleLoggingInitialized();
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} // namespace glog_internal_namespace_
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} // namespace google
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namespace c10 {
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bool InitCaffeLogging(int* argc, char** argv) {
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if (*argc == 0)
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return true;
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#if !defined(_MSC_VER)
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// This trick can only be used on UNIX platforms
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if (!::google::glog_internal_namespace_::IsGoogleLoggingInitialized())
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#endif
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{
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::google::InitGoogleLogging(argv[0]);
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#if !defined(_MSC_VER)
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// This is never defined on Windows
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::google::InstallFailureSignalHandler();
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#endif
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}
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UpdateLoggingLevelsFromFlags();
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return true;
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}
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void UpdateLoggingLevelsFromFlags() {
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// If caffe2_log_level is set and is lower than the min log level by glog,
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// we will transfer the caffe2_log_level setting to glog to override that.
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FLAGS_minloglevel = std::min(FLAGS_caffe2_log_level, FLAGS_minloglevel);
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// If caffe2_log_level is explicitly set, let's also turn on logtostderr.
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if (FLAGS_caffe2_log_level < google::GLOG_ERROR) {
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FLAGS_logtostderr = 1;
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}
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// Also, transfer the caffe2_log_level verbose setting to glog.
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if (FLAGS_caffe2_log_level < 0) {
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FLAGS_v = std::min(FLAGS_v, -FLAGS_caffe2_log_level);
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}
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}
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void ShowLogInfoToStderr() {
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FLAGS_logtostderr = 1;
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FLAGS_minloglevel = std::min(FLAGS_minloglevel, google::GLOG_INFO);
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}
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} // namespace c10
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#else // !C10_USE_GLOG
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#ifdef ANDROID
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#include <android/log.h>
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#endif // ANDROID
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C10_DEFINE_int(
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caffe2_log_level,
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ERROR,
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"The minimum log level that caffe2 will output.");
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namespace c10 {
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bool InitCaffeLogging(int* argc, char** argv) {
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// When doing InitCaffeLogging, we will assume that caffe's flag paser has
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// already finished.
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if (*argc == 0)
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return true;
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if (!c10::CommandLineFlagsHasBeenParsed()) {
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std::cerr << "InitCaffeLogging() has to be called after "
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"c10::ParseCommandLineFlags. Modify your program to make sure "
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"of this."
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<< std::endl;
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return false;
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}
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if (FLAGS_caffe2_log_level > FATAL) {
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std::cerr << "The log level of Caffe2 has to be no larger than FATAL("
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<< FATAL << "). Capping it to FATAL." << std::endl;
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FLAGS_caffe2_log_level = FATAL;
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}
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return true;
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}
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void UpdateLoggingLevelsFromFlags() {}
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void ShowLogInfoToStderr() {
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FLAGS_caffe2_log_level = INFO;
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}
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MessageLogger::MessageLogger(const char* file, int line, int severity)
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: severity_(severity) {
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if (severity_ < FLAGS_caffe2_log_level) {
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// Nothing needs to be logged.
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return;
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}
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#ifdef ANDROID
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tag_ = "native";
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#else // !ANDROID
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tag_ = "";
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#endif // ANDROID
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/*
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time_t rawtime;
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struct tm * timeinfo;
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time(&rawtime);
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timeinfo = localtime(&rawtime);
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std::chrono::nanoseconds ns =
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std::chrono::duration_cast<std::chrono::nanoseconds>(
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std::chrono::high_resolution_clock::now().time_since_epoch());
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*/
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stream_ << "["
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<< CAFFE2_SEVERITY_PREFIX[std::min(4, FATAL - severity_)]
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//<< (timeinfo->tm_mon + 1) * 100 + timeinfo->tm_mday
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//<< std::setfill('0')
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//<< " " << std::setw(2) << timeinfo->tm_hour
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//<< ":" << std::setw(2) << timeinfo->tm_min
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//<< ":" << std::setw(2) << timeinfo->tm_sec
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//<< "." << std::setw(9) << ns.count() % 1000000000
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<< " " << c10::detail::StripBasename(std::string(file)) << ":" << line
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<< "] ";
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}
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// Output the contents of the stream to the proper channel on destruction.
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MessageLogger::~MessageLogger() {
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if (severity_ < FLAGS_caffe2_log_level) {
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// Nothing needs to be logged.
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return;
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}
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stream_ << "\n";
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#ifdef ANDROID
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static const int android_log_levels[] = {
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ANDROID_LOG_FATAL, // LOG_FATAL
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ANDROID_LOG_ERROR, // LOG_ERROR
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ANDROID_LOG_WARN, // LOG_WARNING
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ANDROID_LOG_INFO, // LOG_INFO
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ANDROID_LOG_DEBUG, // VLOG(1)
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ANDROID_LOG_VERBOSE, // VLOG(2) .. VLOG(N)
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};
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int android_level_index = FATAL - std::min(FATAL, severity_);
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int level = android_log_levels[std::min(android_level_index, 5)];
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// Output the log string the Android log at the appropriate level.
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__android_log_print(level, tag_, "%s", stream_.str().c_str());
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// Indicate termination if needed.
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if (severity_ == FATAL) {
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__android_log_print(ANDROID_LOG_FATAL, tag_, "terminating.\n");
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}
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#else // !ANDROID
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if (severity_ >= FLAGS_caffe2_log_level) {
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// If not building on Android, log all output to std::cerr.
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std::cerr << stream_.str();
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// Simulating the glog default behavior: if the severity is above INFO,
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// we flush the stream so that the output appears immediately on std::cerr.
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// This is expected in some of our tests.
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if (severity_ > INFO) {
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std::cerr << std::flush;
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}
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}
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#endif // ANDROID
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if (severity_ == FATAL) {
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DealWithFatal();
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}
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}
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} // namespace c10
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#endif // !C10_USE_GLOG
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