#if defined(ENABLE_TORCH_IMPORTER) && ENABLE_TORCH_IMPORTER #include #if defined(TH_DISABLE_HEAP_TRACKING) #elif (defined(__unix) || defined(_WIN32)) #include #elif defined(__APPLE__) #include #endif #include "THGeneral.h" extern "C" { #ifndef TH_HAVE_THREAD #define __thread #endif /* Torch Error Handling */ static void defaultTorchErrorHandlerFunction(const char *msg, void*) { CV_Error(cv::Error::StsError, cv::String("Torch Error: ") + msg); } static __thread void (*torchErrorHandlerFunction)(const char *msg, void *data) = defaultTorchErrorHandlerFunction; static __thread void *torchErrorHandlerData; void _THError(const char *file, const int line, const char *fmt, ...) { char msg[2048]; va_list args; /* vasprintf not standard */ /* vsnprintf: how to handle if does not exists? */ va_start(args, fmt); int n = vsnprintf(msg, 2048, fmt, args); va_end(args); if(n < 2048) { snprintf(msg + n, 2048 - n, " at %s:%d", file, line); } (*torchErrorHandlerFunction)(msg, torchErrorHandlerData); } void _THAssertionFailed(const char *file, const int line, const char *exp, const char *fmt, ...) { char msg[1024]; va_list args; va_start(args, fmt); vsnprintf(msg, 1024, fmt, args); va_end(args); _THError(file, line, "Assertion `%s' failed. %s", exp, msg); } void THSetErrorHandler( void (*torchErrorHandlerFunction_)(const char *msg, void *data), void *data ) { if(torchErrorHandlerFunction_) torchErrorHandlerFunction = torchErrorHandlerFunction_; else torchErrorHandlerFunction = defaultTorchErrorHandlerFunction; torchErrorHandlerData = data; } /* Torch Arg Checking Handling */ static void defaultTorchArgErrorHandlerFunction(int argNumber, const char *msg, void*) { if(msg) CV_Error(cv::Error::StsError, cv::format("Torch invalid argument %d: %s", argNumber, msg)); else CV_Error(cv::Error::StsError, cv::format("Invalid argument %d", argNumber)); } static __thread void (*torchArgErrorHandlerFunction)(int argNumber, const char *msg, void *data) = defaultTorchArgErrorHandlerFunction; static __thread void *torchArgErrorHandlerData; void _THArgCheck(const char *file, int line, int condition, int argNumber, const char *fmt, ...) { if(!condition) { char msg[2048]; va_list args; /* vasprintf not standard */ /* vsnprintf: how to handle if does not exists? */ va_start(args, fmt); int n = vsnprintf(msg, 2048, fmt, args); va_end(args); if(n < 2048) { snprintf(msg + n, 2048 - n, " at %s:%d", file, line); } (*torchArgErrorHandlerFunction)(argNumber, msg, torchArgErrorHandlerData); } } void THSetArgErrorHandler( void (*torchArgErrorHandlerFunction_)(int argNumber, const char *msg, void *data), void *data ) { if(torchArgErrorHandlerFunction_) torchArgErrorHandlerFunction = torchArgErrorHandlerFunction_; else torchArgErrorHandlerFunction = defaultTorchArgErrorHandlerFunction; torchArgErrorHandlerData = data; } static __thread void (*torchGCFunction)(void *data) = NULL; static __thread void *torchGCData; static __thread long torchHeapSize = 0; static __thread long torchHeapSizeSoftMax = 300000000; // 300MB, adjusted upward dynamically /* Optional hook for integrating with a garbage-collected frontend. * * If torch is running with a garbage-collected frontend (e.g. Lua), * the GC isn't aware of TH-allocated memory so may not know when it * needs to run. These hooks trigger the GC to run in two cases: * * (1) When a memory allocation (malloc, realloc, ...) fails * (2) When the total TH-allocated memory hits a dynamically-adjusted * soft maximum. */ void THSetGCHandler( void (*torchGCFunction_)(void *data), void *data ) { torchGCFunction = torchGCFunction_; torchGCData = data; } static long getAllocSize(void *ptr) { #if defined(TH_DISABLE_HEAP_TRACKING) return 0; #elif defined(__unix) return malloc_usable_size(ptr); #elif defined(__APPLE__) return malloc_size(ptr); #elif defined(_WIN32) return _msize(ptr); #else return 0; #endif } /* (1) if the torch-allocated heap size exceeds the soft max, run GC * (2) if post-GC heap size exceeds 80% of the soft max, increase the * soft max by 40% */ static void maybeTriggerGC() { if(torchGCFunction && torchHeapSize > torchHeapSizeSoftMax) { torchGCFunction(torchGCData); if(torchHeapSize > torchHeapSizeSoftMax * 0.8) { torchHeapSizeSoftMax = torchHeapSizeSoftMax * 1.4; } } } // hooks into the TH heap tracking void THHeapUpdate(long size) { torchHeapSize += size; if (size > 0) maybeTriggerGC(); } static void* THAllocInternal(long size) { void *ptr; if (size > 5120) { #if (defined(__unix) || defined(__APPLE__)) && (!defined(DISABLE_POSIX_MEMALIGN)) if (posix_memalign(&ptr, 64, size) != 0) ptr = NULL; /* #elif defined(_WIN32) ptr = _aligned_malloc(size, 64); */ #else ptr = malloc(size); #endif } else { ptr = malloc(size); } THHeapUpdate(getAllocSize(ptr)); return ptr; } void* THAlloc(long size) { void *ptr; if(size < 0) THError("$ Torch: invalid memory size -- maybe an overflow?"); if(size == 0) return NULL; ptr = THAllocInternal(size); if(!ptr && torchGCFunction) { torchGCFunction(torchGCData); ptr = THAllocInternal(size); } if(!ptr) THError("$ Torch: not enough memory: you tried to allocate %dGB. Buy new RAM!", size/1073741824); return ptr; } void* THRealloc(void *ptr, long size) { if(!ptr) return(THAlloc(size)); if(size == 0) { THFree(ptr); return NULL; } if(size < 0) THError("$ Torch: invalid memory size -- maybe an overflow?"); THHeapUpdate(-getAllocSize(ptr)); void *newptr = realloc(ptr, size); if(!newptr && torchGCFunction) { torchGCFunction(torchGCData); newptr = realloc(ptr, size); } THHeapUpdate(getAllocSize(newptr ? newptr : ptr)); if(!newptr) THError("$ Torch: not enough memory: you tried to reallocate %dGB. Buy new RAM!", size/1073741824); return newptr; } void THFree(void *ptr) { THHeapUpdate(-getAllocSize(ptr)); free(ptr); } double THLog1p(const double x) { #if (defined(_MSC_VER) || defined(__MINGW32__)) volatile double y = 1 + x; return log(y) - ((y-1)-x)/y ; /* cancels errors with IEEE arithmetic */ #else return log1p(x); #endif } } #endif