From 573ca984cb17eb6f42112e9808a53cb094bca36c Mon Sep 17 00:00:00 2001 From: Aganlengzi Date: Sat, 12 Mar 2022 11:39:18 +0800 Subject: [PATCH] [custom kernel] fix static object de-initialize bug (#40414) * [custom kernel] fix static object de-initialize bug * fix text * fix text * refine log info --- paddle/fluid/pybind/pybind.cc | 7 +++++++ paddle/phi/core/custom_kernel.cc | 9 +++++++-- python/paddle/fluid/__init__.py | 2 ++ 3 files changed, 16 insertions(+), 2 deletions(-) diff --git a/paddle/fluid/pybind/pybind.cc b/paddle/fluid/pybind/pybind.cc index 1c5b30fe08..98880294a2 100644 --- a/paddle/fluid/pybind/pybind.cc +++ b/paddle/fluid/pybind/pybind.cc @@ -729,6 +729,13 @@ PYBIND11_MODULE(core_noavx, m) { lib[string]: the libarary, could be 'phi', 'fluid' and 'all'. )DOC"); + // NOTE(Aganlengzi): KernelFactory static instance is initialized BEFORE + // plugins are loaded for custom kernels, but de-initialized AFTER they are + // unloaded. We need manually clear symbols(may contain plugins' symbols) + // stored in this static instance to avoid illegal memory access. + m.def("clear_kernel_factory", + []() { phi::KernelFactory::Instance().kernels().clear(); }); + // NOTE(zjl): ctest would load environment variables at the beginning even // though we have not `import paddle.fluid as fluid`. So we add this API // to enable eager deletion mode in unittest. diff --git a/paddle/phi/core/custom_kernel.cc b/paddle/phi/core/custom_kernel.cc index bc317da8d9..48778bb38e 100644 --- a/paddle/phi/core/custom_kernel.cc +++ b/paddle/phi/core/custom_kernel.cc @@ -33,6 +33,10 @@ void CustomKernelMap::RegisterCustomKernel(const std::string& name, void CustomKernelMap::RegisterCustomKernels() { VLOG(3) << "Size of custom_kernel_map: " << kernels_.size(); + if (kernels_.size() <= 0) { + LOG(INFO) << "No custom kernel info found in loaded lib(s)."; + return; + } auto& kernels = KernelFactory::Instance().kernels(); for (auto& pair : kernels_) { PADDLE_ENFORCE_NE( @@ -60,9 +64,10 @@ void CustomKernelMap::RegisterCustomKernels() { << info_pair.first << "] to Paddle. It will be used like native ones."; } - kernels_[pair.first].clear(); } - LOG(INFO) << "Successed in loading custom kernels."; + LOG(INFO) << "Successed in loading " << kernels_.size() + << " custom kernel(s) from loaded lib(s), will be " + << "used like native ones."; kernels_.clear(); } diff --git a/python/paddle/fluid/__init__.py b/python/paddle/fluid/__init__.py index 997075590e..7480909a2d 100644 --- a/python/paddle/fluid/__init__.py +++ b/python/paddle/fluid/__init__.py @@ -226,3 +226,5 @@ if core.is_compiled_with_npu(): atexit.register(core.npu_finalize) # NOTE(Aurelius84): clean up ExecutorCacheInfo in advance manually. atexit.register(core.clear_executor_cache) +# NOTE(Aganlengzi): clean up KernelFactory in advance manually. +atexit.register(core.clear_kernel_factory) -- GitLab