From 723a7ac4176825813626f51332b54216927702cc Mon Sep 17 00:00:00 2001 From: Pablo Marquez Tello Date: Tue, 1 Mar 2022 18:15:11 +0000 Subject: Use mmap to load the clcache file * Improves performance in ExecuteNetwork when using --cached-network-filepath by using a combination of mmap and memcpy instead of std::ifstream and reading individual bytes * Partially solves MLCE-668 Change-Id: Ic772316b399484753f80593c02252bb1a5619157 Signed-off-by: Pablo Marquez Tello --- src/backends/cl/ClContextDeserializer.cpp | 39 ++++++++++++++++++++++++++++++- 1 file changed, 38 insertions(+), 1 deletion(-) diff --git a/src/backends/cl/ClContextDeserializer.cpp b/src/backends/cl/ClContextDeserializer.cpp index 35a8afafad..4467433b87 100644 --- a/src/backends/cl/ClContextDeserializer.cpp +++ b/src/backends/cl/ClContextDeserializer.cpp @@ -8,6 +8,7 @@ #include #include +#include #include @@ -18,6 +19,17 @@ #include #include + +#if defined(__linux__) +#define SERIALIZER_USE_MMAP 1 +#if SERIALIZER_USE_MMAP +#include +#include +#include +#include +#endif +#endif + namespace armnn { @@ -26,8 +38,9 @@ void ClContextDeserializer::Deserialize(arm_compute::CLCompileContext& clCompile cl::Device& device, const std::string& filePath) { - std::ifstream inputFileStream(filePath, std::ios::binary); std::vector binaryContent; +#if !SERIALIZER_USE_MMAP + std::ifstream inputFileStream(filePath, std::ios::binary); while (inputFileStream) { char input; @@ -38,6 +51,30 @@ void ClContextDeserializer::Deserialize(arm_compute::CLCompileContext& clCompile } } inputFileStream.close(); +#else + struct stat statbuf; + int fp = open(filePath.c_str(),O_RDONLY); + if (!fp) + { + ARMNN_LOG(error) << (std::string("Cannot open file ") + filePath); + return; + } + fstat(fp,&statbuf); + const unsigned long dataSize = static_cast(statbuf.st_size); + binaryContent.resize(static_cast(dataSize)); + void* ptrmem = mmap(NULL, dataSize,PROT_READ,MAP_PRIVATE,fp,0); + if(ptrmem!=MAP_FAILED) + { + memcpy (binaryContent.data(), ptrmem, dataSize); + } + close(fp); + if(ptrmem == MAP_FAILED) + { + ARMNN_LOG(error) << (std::string("Cannot map file ") + filePath); + return; + } +#endif + DeserializeFromBinary(clCompileContext, context, device, binaryContent); } -- cgit v1.2.1