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| namespace tf { | |
| // ---------------------------------------------------------------------------- | |
| // cudaGraphExec | |
| // ---------------------------------------------------------------------------- | |
| /** | |
| @class cudaGraphExecCreator | |
| @brief class to create functors for constructing executable CUDA graphs | |
| This class provides an overloaded function call operator to create a | |
| new executable CUDA graph using `cudaGraphCreate`. | |
| */ | |
| class cudaGraphExecCreator { | |
| public: | |
| /** | |
| @brief returns a null executable CUDA graph | |
| */ | |
| cudaGraphExec_t operator () () const { | |
| return nullptr; | |
| } | |
| /** | |
| @brief returns the given executable graph | |
| */ | |
| cudaGraphExec_t operator () (cudaGraphExec_t exec) const { | |
| return exec; | |
| } | |
| /** | |
| @brief returns a newly instantiated executable graph from the given CUDA graph | |
| */ | |
| cudaGraphExec_t operator () (cudaGraph_t graph) const { | |
| cudaGraphExec_t exec; | |
| TF_CHECK_CUDA( | |
| cudaGraphInstantiate(&exec, graph, nullptr, nullptr, 0), | |
| "failed to create an executable graph" | |
| ); | |
| return exec; | |
| } | |
| /** | |
| @brief returns a newly instantiated executable graph from the given CUDA graph | |
| */ | |
| template <typename C, typename D> | |
| cudaGraphExec_t operator () (const cudaGraphBase<C, D>& graph) const { | |
| return this->operator()(graph.get()); | |
| } | |
| }; | |
| /** | |
| @class cudaGraphExecDeleter | |
| @brief class to create a functor for deleting an executable CUDA graph | |
| This class provides an overloaded function call operator to safely | |
| destroy a CUDA graph using `cudaGraphDestroy`. | |
| */ | |
| class cudaGraphExecDeleter { | |
| public: | |
| /** | |
| @brief deletes an executable CUDA graph | |
| Calls `cudaGraphDestroy` to release the CUDA graph resource if it is valid. | |
| @param executable the executable CUDA graph to be destroyed | |
| */ | |
| void operator () (cudaGraphExec_t executable) const { | |
| cudaGraphExecDestroy(executable); | |
| } | |
| }; | |
| /** | |
| @class cudaGraphExecBase | |
| @brief class to create an executable CUDA graph with unique ownership | |
| @tparam Creator functor to create the stream (used in constructor) | |
| @tparam Deleter functor to delete the stream (used in destructor) | |
| This class wraps a `cudaGraphExec_t` handle with `std::unique_ptr` to ensure proper | |
| resource management and automatic cleanup. | |
| */ | |
| template <typename Creator, typename Deleter> | |
| class cudaGraphExecBase : public std::unique_ptr<std::remove_pointer_t<cudaGraphExec_t>, Deleter> { | |
| static_assert(std::is_pointer_v<cudaGraphExec_t>, "cudaGraphExec_t is not a pointer type"); | |
| public: | |
| /** | |
| @brief base std::unique_ptr type | |
| */ | |
| using base_type = std::unique_ptr<std::remove_pointer_t<cudaGraphExec_t>, Deleter>; | |
| /** | |
| @brief constructs a `cudaGraphExec` object by passing the given arguments to the executable CUDA graph creator | |
| Constructs a `cudaGraphExec` object by passing the given arguments to the executable CUDA graph creator | |
| @param args arguments to pass to the executable CUDA graph creator | |
| */ | |
| template <typename... ArgsT> | |
| explicit cudaGraphExecBase(ArgsT&& ... args) : base_type( | |
| Creator{}(std::forward<ArgsT>(args)...), Deleter() | |
| ) {} | |
| /** | |
| @brief constructs a `cudaGraphExec` from the given rhs using move semantics | |
| */ | |
| cudaGraphExecBase(cudaGraphExecBase&&) = default; | |
| /** | |
| @brief assign the rhs to `*this` using move semantics | |
| */ | |
| cudaGraphExecBase& operator = (cudaGraphExecBase&&) = default; | |
| // ---------------------------------------------------------------------------------------------- | |
| // Update Methods | |
| // ---------------------------------------------------------------------------------------------- | |
| /** | |
| @brief updates parameters of a host task | |
| This method updates the parameter of the given host task (similar to tf::cudaFlow::host). | |
| */ | |
| template <typename C> | |
| void host(cudaTask task, C&& callable, void* user_data); | |
| /** | |
| @brief updates parameters of a kernel task | |
| The method is similar to tf::cudaFlow::kernel but operates on a task | |
| of type tf::cudaTaskType::KERNEL. | |
| The kernel function name must NOT change. | |
| */ | |
| template <typename F, typename... ArgsT> | |
| void kernel( | |
| cudaTask task, dim3 g, dim3 b, size_t shm, F f, ArgsT... args | |
| ); | |
| /** | |
| @brief updates parameters of a memset task | |
| The method is similar to tf::cudaFlow::memset but operates on a task | |
| of type tf::cudaTaskType::MEMSET. | |
| The source/destination memory may have different address values but | |
| must be allocated from the same contexts as the original | |
| source/destination memory. | |
| */ | |
| void memset(cudaTask task, void* dst, int ch, size_t count); | |
| /** | |
| @brief updates parameters of a memcpy task | |
| The method is similar to tf::cudaFlow::memcpy but operates on a task | |
| of type tf::cudaTaskType::MEMCPY. | |
| The source/destination memory may have different address values but | |
| must be allocated from the same contexts as the original | |
| source/destination memory. | |
| */ | |
| void memcpy(cudaTask task, void* tgt, const void* src, size_t bytes); | |
| /** | |
| @brief updates parameters of a memset task to a zero task | |
| The method is similar to tf::cudaFlow::zero but operates on | |
| a task of type tf::cudaTaskType::MEMSET. | |
| The source/destination memory may have different address values but | |
| must be allocated from the same contexts as the original | |
| source/destination memory. | |
| */ | |
| template <typename T, std::enable_if_t< | |
| is_pod_v<T> && (sizeof(T)==1 || sizeof(T)==2 || sizeof(T)==4), void>* = nullptr | |
| > | |
| void zero(cudaTask task, T* dst, size_t count); | |
| /** | |
| @brief updates parameters of a memset task to a fill task | |
| The method is similar to tf::cudaFlow::fill but operates on a task | |
| of type tf::cudaTaskType::MEMSET. | |
| The source/destination memory may have different address values but | |
| must be allocated from the same contexts as the original | |
| source/destination memory. | |
| */ | |
| template <typename T, std::enable_if_t< | |
| is_pod_v<T> && (sizeof(T)==1 || sizeof(T)==2 || sizeof(T)==4), void>* = nullptr | |
| > | |
| void fill(cudaTask task, T* dst, T value, size_t count); | |
| /** | |
| @brief updates parameters of a memcpy task to a copy task | |
| The method is similar to tf::cudaFlow::copy but operates on a task | |
| of type tf::cudaTaskType::MEMCPY. | |
| The source/destination memory may have different address values but | |
| must be allocated from the same contexts as the original | |
| source/destination memory. | |
| */ | |
| template <typename T, | |
| std::enable_if_t<!std::is_same_v<T, void>, void>* = nullptr | |
| > | |
| void copy(cudaTask task, T* tgt, const T* src, size_t num); | |
| //--------------------------------------------------------------------------- | |
| // Algorithm Primitives | |
| //--------------------------------------------------------------------------- | |
| /** | |
| @brief updates a single-threaded kernel task | |
| This method is similar to cudaFlow::single_task but operates | |
| on an existing task. | |
| */ | |
| template <typename C> | |
| void single_task(cudaTask task, C c); | |
| /** | |
| @brief updates parameters of a `for_each` kernel task created from the CUDA graph of `*this` | |
| */ | |
| template <typename I, typename C, typename E = cudaDefaultExecutionPolicy> | |
| void for_each(cudaTask task, I first, I last, C callable); | |
| /** | |
| @brief updates parameters of a `for_each_index` kernel task created from the CUDA graph of `*this` | |
| */ | |
| template <typename I, typename C, typename E = cudaDefaultExecutionPolicy> | |
| void for_each_index(cudaTask task, I first, I last, I step, C callable); | |
| /** | |
| @brief updates parameters of a `transform` kernel task created from the CUDA graph of `*this` | |
| */ | |
| template <typename I, typename O, typename C, typename E = cudaDefaultExecutionPolicy> | |
| void transform(cudaTask task, I first, I last, O output, C c); | |
| /** | |
| @brief updates parameters of a `transform` kernel task created from the CUDA graph of `*this` | |
| */ | |
| template <typename I1, typename I2, typename O, typename C, typename E = cudaDefaultExecutionPolicy> | |
| void transform(cudaTask task, I1 first1, I1 last1, I2 first2, O output, C c); | |
| private: | |
| cudaGraphExecBase(const cudaGraphExecBase&) = delete; | |
| cudaGraphExecBase& operator = (const cudaGraphExecBase&) = delete; | |
| }; | |
| // ------------------------------------------------------------------------------------------------ | |
| // update methods | |
| // ------------------------------------------------------------------------------------------------ | |
| // Function: host | |
| template <typename Creator, typename Deleter> | |
| template <typename C> | |
| void cudaGraphExecBase<Creator, Deleter>::host(cudaTask task, C&& func, void* user_data) { | |
| cudaHostNodeParams p {func, user_data}; | |
| TF_CHECK_CUDA( | |
| cudaGraphExecHostNodeSetParams(this->get(), task._native_node, &p), | |
| "failed to update kernel parameters on ", task | |
| ); | |
| } | |
| // Function: update kernel parameters | |
| template <typename Creator, typename Deleter> | |
| template <typename F, typename... ArgsT> | |
| void cudaGraphExecBase<Creator, Deleter>::kernel( | |
| cudaTask task, dim3 g, dim3 b, size_t s, F f, ArgsT... args | |
| ) { | |
| cudaKernelNodeParams p; | |
| void* arguments[sizeof...(ArgsT)] = { (void*)(&args)... }; | |
| p.func = (void*)f; | |
| p.gridDim = g; | |
| p.blockDim = b; | |
| p.sharedMemBytes = s; | |
| p.kernelParams = arguments; | |
| p.extra = nullptr; | |
| TF_CHECK_CUDA( | |
| cudaGraphExecKernelNodeSetParams(this->get(), task._native_node, &p), | |
| "failed to update kernel parameters on ", task | |
| ); | |
| } | |
| // Function: update copy parameters | |
| template <typename Creator, typename Deleter> | |
| template <typename T, std::enable_if_t<!std::is_same_v<T, void>, void>*> | |
| void cudaGraphExecBase<Creator, Deleter>::copy(cudaTask task, T* tgt, const T* src, size_t num) { | |
| auto p = cuda_get_copy_parms(tgt, src, num); | |
| TF_CHECK_CUDA( | |
| cudaGraphExecMemcpyNodeSetParams(this->get(), task._native_node, &p), | |
| "failed to update memcpy parameters on ", task | |
| ); | |
| } | |
| // Function: update memcpy parameters | |
| template <typename Creator, typename Deleter> | |
| void cudaGraphExecBase<Creator, Deleter>::memcpy( | |
| cudaTask task, void* tgt, const void* src, size_t bytes | |
| ) { | |
| auto p = cuda_get_memcpy_parms(tgt, src, bytes); | |
| TF_CHECK_CUDA( | |
| cudaGraphExecMemcpyNodeSetParams(this->get(), task._native_node, &p), | |
| "failed to update memcpy parameters on ", task | |
| ); | |
| } | |
| // Procedure: memset | |
| template <typename Creator, typename Deleter> | |
| void cudaGraphExecBase<Creator, Deleter>::memset(cudaTask task, void* dst, int ch, size_t count) { | |
| auto p = cuda_get_memset_parms(dst, ch, count); | |
| TF_CHECK_CUDA( | |
| cudaGraphExecMemsetNodeSetParams(this->get(), task._native_node, &p), | |
| "failed to update memset parameters on ", task | |
| ); | |
| } | |
| // Procedure: fill | |
| template <typename Creator, typename Deleter> | |
| template <typename T, std::enable_if_t< | |
| is_pod_v<T> && (sizeof(T)==1 || sizeof(T)==2 || sizeof(T)==4), void>* | |
| > | |
| void cudaGraphExecBase<Creator, Deleter>::fill(cudaTask task, T* dst, T value, size_t count) { | |
| auto p = cuda_get_fill_parms(dst, value, count); | |
| TF_CHECK_CUDA( | |
| cudaGraphExecMemsetNodeSetParams(this->get(), task._native_node, &p), | |
| "failed to update memset parameters on ", task | |
| ); | |
| } | |
| // Procedure: zero | |
| template <typename Creator, typename Deleter> | |
| template <typename T, std::enable_if_t< | |
| is_pod_v<T> && (sizeof(T)==1 || sizeof(T)==2 || sizeof(T)==4), void>* | |
| > | |
| void cudaGraphExecBase<Creator, Deleter>::zero(cudaTask task, T* dst, size_t count) { | |
| auto p = cuda_get_zero_parms(dst, count); | |
| TF_CHECK_CUDA( | |
| cudaGraphExecMemsetNodeSetParams(this->get(), task._native_node, &p), | |
| "failed to update memset parameters on ", task | |
| ); | |
| } | |
| //------------------------------------------------------------------------------------------------- | |
| // forward declaration | |
| //------------------------------------------------------------------------------------------------- | |
| /** | |
| @private | |
| */ | |
| template <typename SC, typename SD> | |
| cudaStreamBase<SC, SD>& cudaStreamBase<SC, SD>::run(cudaGraphExec_t exec) { | |
| TF_CHECK_CUDA( | |
| cudaGraphLaunch(exec, this->get()), "failed to launch a CUDA executable graph" | |
| ); | |
| return *this; | |
| } | |
| /** | |
| @private | |
| */ | |
| template <typename SC, typename SD> | |
| template <typename EC, typename ED> | |
| cudaStreamBase<SC, SD>& cudaStreamBase<SC, SD>::run(const cudaGraphExecBase<EC, ED>& exec) { | |
| return run(exec.get()); | |
| } | |
| } // end of namespace tf ------------------------------------------------------------------------- | |