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init.cc
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init.cc
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#include "caffe2/core/init.h"
#include "caffe2/core/operator.h" // for StaticLinkingProtector
#include "caffe2/core/scope_guard.h"
#include <iomanip>
#include <iostream>
#include <mutex>
C10_DEFINE_bool(
caffe2_version,
false,
"Print Caffe2 version and build options on startup");
namespace caffe2 {
namespace internal {
// Keep track of stages of initialization to differentiate between
// (a) Re-entrant calls to GlobalInit (e.g. caller registers a Caffe2 init
// function which might in turn indirectly invoke GlobalInit).
// (b) Successive calls to GlobalInit, which are handled as documented in
// init.h.
// Note that this is NOT attempting to address thread-safety, see comments
// in init.h.
enum class State {
Uninitialized,
Initializing,
Initialized,
};
Caffe2InitializeRegistry* Caffe2InitializeRegistry::Registry() {
static Caffe2InitializeRegistry gRegistry;
return &gRegistry;
}
State& GlobalInitState() {
static State state = State::Uninitialized;
return state;
}
} // namespace internal
bool GlobalInitAlreadyRun() {
return internal::GlobalInitState() == internal::State::Initialized;
}
bool GlobalInit(int* pargc, char*** pargv) {
C10_LOG_API_USAGE_ONCE("caffe2.global_init");
static std::recursive_mutex init_mutex;
std::lock_guard<std::recursive_mutex> guard(init_mutex);
internal::State& init_state = internal::GlobalInitState();
static StaticLinkingProtector g_protector;
bool success = true;
// NOTE: if init_state == internal::State::Initializing at this point, do
// nothing because that indicates a re-entrant call
if (init_state == internal::State::Initialized) {
VLOG(1) << "GlobalInit has already been called: re-parsing gflags only.";
// Reparse command line flags
success &= c10::ParseCommandLineFlags(pargc, pargv);
UpdateLoggingLevelsFromFlags();
} else if (init_state == internal::State::Uninitialized) {
init_state = internal::State::Initializing;
auto init_state_guard = MakeGuard([&] {
// If an exception is thrown, go back to Uninitialized state
if (init_state == internal::State::Initializing) {
init_state = internal::State::Uninitialized;
}
});
success &= internal::Caffe2InitializeRegistry::Registry()
->RunRegisteredEarlyInitFunctions(pargc, pargv);
CAFFE_ENFORCE(
success, "Failed to run some early init functions for caffe2.");
success &= c10::ParseCommandLineFlags(pargc, pargv);
success &= InitCaffeLogging(pargc, *pargv);
// Print out the current build version. Using cerr as LOG(INFO) might be off
if (FLAGS_caffe2_version) {
std::cerr << "Caffe2 build configuration: " << std::endl;
for (const auto& it : GetBuildOptions()) {
std::cerr << " " << std::setw(25) << std::left << it.first << " : "
<< it.second << std::endl;
}
}
// All other initialization functions.
success &= internal::Caffe2InitializeRegistry::Registry()
->RunRegisteredInitFunctions(pargc, pargv);
init_state =
success ? internal::State::Initialized : internal::State::Uninitialized;
}
CAFFE_ENFORCE(success, "Failed to run some init functions for caffe2.");
// TODO: if we fail GlobalInit(), should we continue?
return success;
}
bool GlobalInit() {
// This is a version of the GlobalInit where no argument is passed in.
// On mobile devices, use this global init, since we cannot pass the
// command line options to caffe2, no arguments are passed.
int mobile_argc = 1;
// NOLINTNEXTLINE(modernize-avoid-c-arrays,cppcoreguidelines-avoid-c-arrays)
static char caffe2_name[] = "caffe2";
char* mobile_name = &caffe2_name[0];
char** mobile_argv = &mobile_name;
return ::caffe2::GlobalInit(&mobile_argc, &mobile_argv);
}
bool unsafeRunCaffe2InitFunction(const char* name, int* pargc, char*** pargv) {
return internal::Caffe2InitializeRegistry::Registry()->RunNamedFunction(
name, pargc, pargv);
}
} // namespace caffe2