/****************************************************************************** * Copyright (c) 2011-2022, NVIDIA CORPORATION. All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in the * documentation and/or other materials provided with the distribution. * * Neither the name of the NVIDIA CORPORATION nor the * names of its contributors may be used to endorse or promote products * derived from this software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE * DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE FOR ANY * DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND * ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * ******************************************************************************/ /** * \file * cub::DeviceMemcpy provides device-wide, parallel operations for copying data. */ #pragma once #include #include #include #include CUB_NAMESPACE_BEGIN /** * @brief cub::DeviceMemcpy provides device-wide, parallel operations for copying data. * \ingroup SingleModule */ struct DeviceMemcpy { /** * @brief Copies data from a batch of given source buffers to their corresponding destination * buffer. * @note If any input buffer aliases memory from any output buffer the behavior is undefined. If * any output buffer aliases memory of another output buffer the behavior is undefined. Input * buffers can alias one another. * * @par Snippet * The code snippet below illustrates usage of DeviceMemcpy::Batched for mutating strings withing * a single string buffer. * @par * @code * struct GetPtrToStringItem * { * __host__ __device__ __forceinline__ void *operator()(uint32_t index) * { * return &d_string_data_in[d_string_offsets[index]]; * } * char *d_string_data_in; * uint32_t *d_string_offsets; * }; * * struct GetStringItemSize * { * __host__ __device__ __forceinline__ uint32_t operator()(uint32_t index) * { * return d_string_offsets[index + 1] - d_string_offsets[index]; * } * uint32_t *d_string_offsets; * }; * * uint32_t num_strings = 5; * char *d_string_data_in; // e.g., "TomatoesBananasApplesOrangesGrapes" * char *d_string_data_out; // e.g., " ... " * uint32_t *d_string_offsets_old; // e.g., [0, 8, 15, 21, 28, 34] * uint32_t *d_string_offsets_new; // e.g., [0, 6, 13, 19, 26, 34] * uint32_t *d_gather_index; // e.g., [2, 1, 4, 3, 0] * * // Initialize an iterator that returns d_gather_index[i] when the i-th item is dereferenced * auto gather_iterator = thrust::make_permutation_iterator(thrust::make_counting_iterator(0), * d_gather_index); * * // Returns pointers to the input buffer for each string * auto str_ptrs_in = thrust::make_transform_iterator(gather_iterator, * GetPtrToStringItem{d_string_data_in, * d_string_offsets_old}); * * // Returns the string size of the i-th string * auto str_sizes = thrust::make_transform_iterator(gather_iterator, * GetStringItemSize{d_string_offsets_old}); * * // Returns pointers to the output buffer for each string * auto str_ptrs_out = thrust::make_transform_iterator(thrust::make_counting_iterator(0), * GetPtrToStringItem{d_string_data_out, * d_string_offsets_new}); * * // Determine temporary device storage requirements * void *d_temp_storage = nullptr; * size_t temp_storage_bytes = 0; * cub::DeviceMemcpy::Batched(d_temp_storage, temp_storage_bytes, str_ptrs_in, str_ptrs_out, * str_sizes, num_strings); * * // Allocate temporary storage * cudaMalloc(&d_temp_storage, temp_storage_bytes); * * // Run batched copy algorithm (used to permute strings) * cub::DeviceMemcpy::Batched(d_temp_storage, temp_storage_bytes, str_ptrs_in, str_ptrs_out, * str_sizes, num_strings); * * // d_string_data_out <-- "ApplesBananasGrapesOrangesTomatoe" * @endcode * @tparam InputBufferIt [inferred] Device-accessible random-access input iterator type * providing the pointers to the source memory buffers * @tparam OutputBufferIt [inferred] Device-accessible random-access input iterator type * providing the pointers to the destination memory buffers * @tparam BufferSizeIteratorT [inferred] Device-accessible random-access input iterator * type providing the number of bytes to be copied for each pair of buffers * @param d_temp_storage [in] Device-accessible allocation of temporary storage. When NULL, the * required allocation size is written to \p temp_storage_bytes and no work is done. * @param temp_storage_bytes [in,out] Reference to size in bytes of \p d_temp_storage allocation * @param input_buffer_it [in] Device-accessible iterator providing the pointers to the source * memory buffers * @param output_buffer_it [in] Device-accessible iterator providing the pointers to the * destination memory buffers * @param buffer_sizes [in] Device-accessible iterator providing the number of bytes to be copied * for each pair of buffers * @param num_buffers [in] The total number of buffer pairs * @param stream [in] [optional] CUDA stream to launch kernels within. Default is * stream0. */ template CUB_RUNTIME_FUNCTION static cudaError_t Batched(void *d_temp_storage, size_t &temp_storage_bytes, InputBufferIt input_buffer_it, OutputBufferIt output_buffer_it, BufferSizeIteratorT buffer_sizes, uint32_t num_buffers, cudaStream_t stream = 0) { static_assert(std::is_pointer>::value, "DeviceMemcpy::Batched only supports copying of memory buffers." "Please consider using DeviceCopy::Batched instead."); static_assert(std::is_pointer>::value, "DeviceMemcpy::Batched only supports copying of memory buffers." "Please consider using DeviceCopy::Batched instead."); // Integer type large enough to hold any offset in [0, num_buffers) using BufferOffsetT = uint32_t; // Integer type large enough to hold any offset in [0, num_thread_blocks_launched), where a safe // uppper bound on num_thread_blocks_launched can be assumed to be given by // IDIV_CEIL(num_buffers, 64) using BlockOffsetT = uint32_t; return detail::DispatchBatchMemcpy::Dispatch(d_temp_storage, temp_storage_bytes, input_buffer_it, output_buffer_it, buffer_sizes, num_buffers, stream); } }; CUB_NAMESPACE_END