/* StarPU --- Runtime system for heterogeneous multicore architectures. * * Copyright (C) 2010-2018 CNRS * Copyright (C) 2011-2014,2017 Inria * Copyright (C) 2009-2011,2014-2018 Université de Bordeaux * * StarPU is free software; you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as published by * the Free Software Foundation; either version 2.1 of the License, or (at * your option) any later version. * * StarPU is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. * * See the GNU Lesser General Public License in COPYING.LGPL for more details. */ /*! \defgroup API_Data_Interfaces Data Interfaces \struct starpu_data_interface_ops \ingroup API_Data_Interfaces Per-interface data transfer methods. \var void (*starpu_data_interface_ops::register_data_handle)(starpu_data_handle_t handle, unsigned home_node, void *data_interface) Register an existing interface into a data handle. This iterates over all memory nodes to initialize all fields of the data interface on each of them. Since data is not allocated yet except on the home node, pointers should be left as NULL except on the \p home_node, for which the pointers should be copied from the given \p data_interface, which was filled with the application's pointers. \var starpu_ssize_t (*starpu_data_interface_ops::allocate_data_on_node)(void *data_interface, unsigned node) Allocate data for the interface on a given node. This should use starpu_malloc_on_node to perform the allocation(s), and fill the pointers in the data interface. It should return the size of the allocated memory, or -ENOMEM if memory could not be allocated. \var void (*starpu_data_interface_ops::free_data_on_node)(void *data_interface, unsigned node) Free data of the interface on a given node. \var const struct starpu_data_copy_methods *starpu_data_interface_ops::copy_methods This provides a series of methods for performing ram/cuda/opencl synchronous and asynchronous transfers. \var void *(*starpu_data_interface_ops::handle_to_pointer)(starpu_data_handle_t handle, unsigned node) \deprecated Use starpu_data_interface_ops::to_pointer instead. Return the current pointer (if any) for the handle on the given node. \var void *(*starpu_data_interface_ops::to_pointer)(void *data_interface, unsigned node) Return the current pointer (if any) for the given interface on the given node. \var int (*starpu_data_interface_ops::pointer_is_inside)(void *data_interface, unsigned node, void *ptr) Return whether the given \p ptr is within the data for the given interface on the given node. \var size_t (*starpu_data_interface_ops::get_size)(starpu_data_handle_t handle) Return an estimation of the size of data, for performance models. \var uint32_t (*starpu_data_interface_ops::footprint)(starpu_data_handle_t handle) Return a 32bit footprint which characterizes the data size and layout (nx, ny, ld, elemsize, etc.) \var int (*starpu_data_interface_ops::compare)(void *data_interface_a, void *data_interface_b) Compare the data size and layout of two interfaces (nx, ny, ld, elemsize, etc.). It should return 1 if the two interfaces size and layout match, and 0 otherwise. \var void (*starpu_data_interface_ops::display)(starpu_data_handle_t handle, FILE *f) Dump the sizes of a handle to a file. \var starpu_ssize_t (*starpu_data_interface_ops::describe)(void *data_interface, char *buf, size_t size) Describe the data into a string in a brief way, such as one letter to describe the type of data, and the data dimensions. \var enum starpu_data_interface_id starpu_data_interface_ops::interfaceid An identifier that is unique to each interface. \var char *starpu_data_interface_ops::name Name of the interface \var size_t starpu_data_interface_ops::interface_size The size of the interface data descriptor. \var char starpu_data_interface_ops::is_multiformat todo \var char starpu_data_interface_ops::dontcache If set to non-zero, StarPU will never try to reuse an allocated buffer for a different handle. This can be notably useful for application-defined interfaces which have a dynamic size, and for which it thus does not make sense to reuse the buffer since will probably not have the proper size. \var struct starpu_multiformat_data_interface_ops* (*starpu_data_interface_ops::get_mf_ops)(void *data_interface) todo \var int (*starpu_data_interface_ops::pack_data)(starpu_data_handle_t handle, unsigned node, void **ptr, starpu_ssize_t *count) Pack the data handle into a contiguous buffer at the address allocated with starpu_malloc_flags(ptr, size, 0) (and thus returned in \p ptr) and set the size of the newly created buffer in \p count. If \p ptr is NULL, the function should not copy the data in the buffer but just set count to the size of the buffer which would have been allocated. The special value -1 indicates the size is yet unknown. \var int (*starpu_data_interface_ops::unpack_data) (starpu_data_handle_t handle, unsigned node, void *ptr, size_t count) Unpack the data handle from the contiguous buffer at the address \p ptr of size \p count \struct starpu_data_copy_methods \ingroup API_Data_Interfaces Defines the per-interface methods. If the starpu_data_copy_methods::any_to_any method is provided, it will be used by default if no specific method is provided. It can still be useful to provide more specific method in case of e.g. available particular CUDA or OpenCL support. \var int (*starpu_data_copy_methods::can_copy)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, unsigned handling_node) If defined, allows the interface to declare whether it supports transferring from \p src_interface on node \p src_node to \p dst_interface on node \p dst_node, run from node \p handling_node. If not defined, it is assumed that the interface supports all transfers. \var int (*starpu_data_copy_methods::ram_to_ram)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node CPU node. Return 0 on success. \var int (*starpu_data_copy_methods::ram_to_cuda)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node CUDA node. Return 0 on success. \var int (*starpu_data_copy_methods::ram_to_opencl)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node OpenCL node. Return 0 on success. \var int (*starpu_data_copy_methods::ram_to_mic)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node MIC node. Return 0 on success. \var int (*starpu_data_copy_methods::cuda_to_ram)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CUDA node to the \p dst_interface interface on the \p dst_node CPU node. Return 0 on success. \var int (*starpu_data_copy_methods::cuda_to_cuda)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CUDA node to the \p dst_interface interface on the \p dst_node CUDA node. Return 0 on success. \var int (*starpu_data_copy_methods::cuda_to_opencl)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CUDA node to the \p dst_interface interface on the \p dst_node OpenCL node. Return 0 on success. \var int (*starpu_data_copy_methods::opencl_to_ram)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node OpenCL node to the \p dst_interface interface on the \p dst_node CPU node. Return 0 on success. \var int (*starpu_data_copy_methods::opencl_to_cuda)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node OpenCL node to the \p dst_interface interface on the \p dst_node CUDA node. Return 0 on success. \var int (*starpu_data_copy_methods::opencl_to_opencl)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node OpenCL node to the \p dst_interface interface on the \p dst_node OpenCL node. Return 0 on success. \var int (*starpu_data_copy_methods::mic_to_ram)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node MIC node to the \p dst_interface interface on the \p dst_node CPU node. Return 0 on success. \var int (*starpu_data_copy_methods::scc_src_to_sink)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node node to the \p dst_interface interface on the \p dst_node node. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::scc_sink_to_src)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node node to the \p dst_interface interface on the \p dst_node node. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::scc_sink_to_sink)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node node to the \p dst_interface interface on the \p dst_node node. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::ram_to_mpi_ms)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node MPI Slave node. Return 0 on success. \var int (*starpu_data_copy_methods::mpi_ms_to_ram)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node MPI Slave node to the \p dst_interface interface on the \p dst_node CPU node. Return 0 on success. \var int (*starpu_data_copy_methods::mpi_ms_to_mpi_ms)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node MPI Slave node to the \p dst_interface interface on the \p dst_node MPI Slave node. Return 0 on success. \var int (*starpu_data_copy_methods::ram_to_cuda_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cudaStream_t stream) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node CUDA node, using the given stream. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::cuda_to_ram_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cudaStream_t stream) Define how to copy data from the \p src_interface interface on the \p src_node CUDA node to the \p dst_interface interface on the \p dst_node CPU node, using the given stream. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::cuda_to_cuda_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cudaStream_t stream) Define how to copy data from the \p src_interface interface on the \p src_node CUDA node to the \p dst_interface interface on the \p dst_node CUDA node, using the given stream. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::ram_to_opencl_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cl_event *event) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node OpenCL node, by recording in \p event, a pointer to a cl_event, the event of the last submitted transfer. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::opencl_to_ram_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cl_event *event) Define how to copy data from the \p src_interface interface on the \p src_node OpenCL node to the \p dst_interface interface on the \p dst_node CPU node, by recording in \p event, a pointer to a cl_event, the event of the last submitted transfer. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::opencl_to_opencl_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, cl_event *event) Define how to copy data from the \p src_interface interface on the \p src_node OpenCL node to the \p dst_interface interface on the \p dst_node OpenCL node, by recording in \p event, a pointer to a cl_event, the event of the last submitted transfer. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::ram_to_mpi_ms_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, void * event) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node MPI Slave node, with the given even. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::mpi_ms_to_ram_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, void * event) Define how to copy data from the \p src_interface interface on the \p src_node MPI Slave node to the \p dst_interface interface on the \p dst_node CPU node, with the given event. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::mpi_ms_to_mpi_ms_async)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, void * event) Define how to copy data from the \p src_interface interface on the \p src_node MPI Slave node to the \p dst_interface interface on the \p dst_node MPI Slave node, using the given stream. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::ram_to_mic_async)(void *src_intreface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node CPU node to the \p dst_interface interface on the \p dst_node MIC node. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::mic_to_ram_async)(void *src_intreface, unsigned src_node, void *dst_interface, unsigned dst_node) Define how to copy data from the \p src_interface interface on the \p src_node MIC node to the \p dst_interface interface on the \p dst_node CPU node. Must return 0 if the transfer was actually completed completely synchronously, or -EAGAIN if at least some transfers are still ongoing and should be awaited for by the core. \var int (*starpu_data_copy_methods::any_to_any)(void *src_interface, unsigned src_node, void *dst_interface, unsigned dst_node, void *async_data) Define how to copy data from the \p src_interface interface on the \p src_node node to the \p dst_interface interface on the \p dst_node node. This is meant to be implemented through the starpu_interface_copy() helper, to which async_data should be passed as such, and will be used to manage asynchronicity. This must return -EAGAIN if any of the starpu_interface_copy() calls has returned -EAGAIN (i.e. at least some transfer is still ongoing), and return 0 otherwise. \enum starpu_data_interface_id \ingroup API_Data_Interfaces Identifier for all predefined StarPU data interfaces \var starpu_data_interface_id::STARPU_UNKNOWN_INTERFACE_ID Unknown interface \var starpu_data_interface_id::STARPU_MATRIX_INTERFACE_ID Identifier for the matrix data interface \var starpu_data_interface_id::STARPU_BLOCK_INTERFACE_ID Identifier for block data interface \var starpu_data_interface_id::STARPU_VECTOR_INTERFACE_ID Identifier for the vector data interface \var starpu_data_interface_id::STARPU_CSR_INTERFACE_ID Identifier for the csr data interface \var starpu_data_interface_id::STARPU_BCSR_INTERFACE_ID Identifier for the bcsr data interface \var starpu_data_interface_id::STARPU_VARIABLE_INTERFACE_ID Identifier for the variable data interface \var starpu_data_interface_id::STARPU_VOID_INTERFACE_ID Identifier for the void data interface \var starpu_data_interface_id::STARPU_MULTIFORMAT_INTERFACE_ID Identifier for the multiformat data interface \var starpu_data_interface_id::STARPU_COO_INTERFACE_ID Identifier for the coo data interface \var starpu_data_interface_id::STARPU_MAX_INTERFACE_ID Maximum number of data interfaces @name Registering Data \ingroup API_Data_Interfaces There are several ways to register a memory region so that it can be managed by StarPU. The functions below allow the registration of vectors, 2D matrices, 3D matrices as well as BCSR and CSR sparse matrices. \fn void starpu_void_data_register(starpu_data_handle_t *handle) \ingroup API_Data_Interfaces Register a void interface. There is no data really associated to that interface, but it may be used as a synchronization mechanism. It also permits to express an abstract piece of data that is managed by the application internally: this makes it possible to forbid the concurrent execution of different tasks accessing the same void data in read-write concurrently. \fn void starpu_variable_data_register(starpu_data_handle_t *handle, int home_node, uintptr_t ptr, size_t size) \ingroup API_Data_Interfaces Register the \p size byte element pointed to by \p ptr, which is typically a scalar, and initialize \p handle to represent this data item. Here an example of how to use the function. \code{.c} float var = 42.0; starpu_data_handle_t var_handle; starpu_variable_data_register(&var_handle, STARPU_MAIN_RAM, (uintptr_t)&var, sizeof(var)); \endcode \fn void starpu_variable_ptr_register(starpu_data_handle_t handle, unsigned node, uintptr_t ptr, uintptr_t dev_handle, size_t offset) \ingroup API_Data_Interfaces Register into the \p handle that to store data on node \p node it should use the buffer located at \p ptr, or device handle \p dev_handle and offset \p offset (for OpenCL, notably) \fn void starpu_vector_data_register(starpu_data_handle_t *handle, int home_node, uintptr_t ptr, uint32_t nx, size_t elemsize) \ingroup API_Data_Interfaces Register the \p nx \p elemsize-byte elements pointed to by \p ptr and initialize \p handle to represent it. Here an example of how to use the function. \code{.c} float vector[NX]; starpu_data_handle_t vector_handle; starpu_vector_data_register(&vector_handle, STARPU_MAIN_RAM, (uintptr_t)vector, NX, sizeof(vector[0])); \endcode \fn void starpu_vector_ptr_register(starpu_data_handle_t handle, unsigned node, uintptr_t ptr, uintptr_t dev_handle, size_t offset) \ingroup API_Data_Interfaces Register into the \p handle that to store data on node \p node it should use the buffer located at \p ptr, or device handle \p dev_handle and offset \p offset (for OpenCL, notably) \fn void starpu_matrix_data_register(starpu_data_handle_t *handle, int home_node, uintptr_t ptr, uint32_t ld, uint32_t nx, uint32_t ny, size_t elemsize) \ingroup API_Data_Interfaces Register the \p nx x \p ny 2D matrix of \p elemsize-byte elements pointed by \p ptr and initialize \p handle to represent it. \p ld specifies the number of elements between rows. a value greater than \p nx adds padding, which can be useful for alignment purposes. Here an example of how to use the function. \code{.c} float *matrix; starpu_data_handle_t matrix_handle; matrix = (float*)malloc(width * height * sizeof(float)); starpu_matrix_data_register(&matrix_handle, STARPU_MAIN_RAM, (uintptr_t)matrix, width, width, height, sizeof(float)); \endcode \fn void starpu_matrix_ptr_register(starpu_data_handle_t handle, unsigned node, uintptr_t ptr, uintptr_t dev_handle, size_t offset, uint32_t ld) \ingroup API_Data_Interfaces Register into the \p handle that to store data on node \p node it should use the buffer located at \p ptr, or device handle \p dev_handle and offset \p offset (for OpenCL, notably), with \p ld elements between rows. \fn void starpu_block_data_register(starpu_data_handle_t *handle, int home_node, uintptr_t ptr, uint32_t ldy, uint32_t ldz, uint32_t nx, uint32_t ny, uint32_t nz, size_t elemsize) \ingroup API_Data_Interfaces Register the \p nx x \p ny x \p nz 3D matrix of \p elemsize byte elements pointed by \p ptr and initialize \p handle to represent it. Again, \p ldy and \p ldz specify the number of elements between rows and between z planes. Here an example of how to use the function. \code{.c} float *block; starpu_data_handle_t block_handle; block = (float*)malloc(nx*ny*nz*sizeof(float)); starpu_block_data_register(&block_handle, STARPU_MAIN_RAM, (uintptr_t)block, nx, nx*ny, nx, ny, nz, sizeof(float)); \endcode \fn void starpu_block_ptr_register(starpu_data_handle_t handle, unsigned node, uintptr_t ptr, uintptr_t dev_handle, size_t offset, uint32_t ldy, uint32_t ldz) \ingroup API_Data_Interfaces Register into the \p handle that to store data on node \p node it should use the buffer located at \p ptr, or device handle \p dev_handle and offset \p offset (for OpenCL, notably), with \p ldy elements between rows and \p ldz elements between z planes. \fn void starpu_bcsr_data_register(starpu_data_handle_t *handle, int home_node, uint32_t nnz, uint32_t nrow, uintptr_t nzval, uint32_t *colind, uint32_t *rowptr, uint32_t firstentry, uint32_t r, uint32_t c, size_t elemsize) \ingroup API_Data_Interfaces This variant of starpu_data_register() uses the BCSR (Blocked Compressed Sparse Row Representation) sparse matrix interface. Register the sparse matrix made of \p nnz non-zero blocks of elements of size \p elemsize stored in \p nzval and initializes \p handle to represent it. Blocks have size \p r * \p c. \p nrow is the number of rows (in terms of blocks), \p colind is an array of nnz elements, colind[i] is the block-column index for block i in \p nzval, \p rowptr is an array of nrow+1 elements, rowptr[i] is the block-index (in \p nzval) of the first block of row i. By convention, rowptr[nrow] is the number of blocks, this allows an easier access of the matrix's elements for the kernels. \p firstentry is the index of the first entry of the given arrays (usually 0 or 1). Here an example of how to use the function. \code{.c} /* * We use the following matrix: * * +----------------+ * | 0 1 0 0 | * | 2 3 0 0 | * | 4 5 8 9 | * | 6 7 10 11 | * +----------------+ * * nzval = [0, 1, 2, 3] ++ [4, 5, 6, 7] ++ [8, 9, 10, 11] * colind = [0, 0, 1] * rowptr = [0, 1, 3] * r = c = 2 */ /* Size of the blocks */ int R = 2; int C = 2; int NROWS = 2; int NNZ_BLOCKS = 3; /* out of 4 */ int NZVAL_SIZE = (R*C*NNZ_BLOCKS); int nzval[NZVAL_SIZE] = { 0, 1, 2, 3, /* First block */ 4, 5, 6, 7, /* Second block */ 8, 9, 10, 11 /* Third block */ }; uint32_t colind[NNZ_BLOCKS] = { 0, /* block-column index for first block in nzval */ 0, /* block-column index for second block in nzval */ 1 /* block-column index for third block in nzval */ }; uint32_t rowptr[NROWS+1] = { 0, / * block-index in nzval of the first block of the first row. */ 1, / * block-index in nzval of the first block of the second row. */ NNZ_BLOCKS /* number of blocks, to allow an easier element's access for the kernels */ }; starpu_data_handle_t bcsr_handle; starpu_bcsr_data_register(&bcsr_handle, STARPU_MAIN_RAM, NNZ_BLOCKS, NROWS, (uintptr_t) nzval, colind, rowptr, 0, /* firstentry */ R, C, sizeof(nzval[0])); \endcode \fn void starpu_csr_data_register(starpu_data_handle_t *handle, int home_node, uint32_t nnz, uint32_t nrow, uintptr_t nzval, uint32_t *colind, uint32_t *rowptr, uint32_t firstentry, size_t elemsize) \ingroup API_Data_Interfaces This variant of starpu_data_register() uses the CSR (Compressed Sparse Row Representation) sparse matrix interface. TODO \fn void starpu_coo_data_register(starpu_data_handle_t *handleptr, int home_node, uint32_t nx, uint32_t ny, uint32_t n_values, uint32_t *columns, uint32_t *rows, uintptr_t values, size_t elemsize); \ingroup API_Data_Interfaces Register the \p nx x \p ny 2D matrix given in the COO format, using the \p columns, \p rows, \p values arrays, which must have \p n_values elements of size \p elemsize. Initialize \p handleptr. \fn void *starpu_data_get_interface_on_node(starpu_data_handle_t handle, unsigned memory_node) \ingroup API_Data_Interfaces Return the interface associated with \p handle on \p memory_node. @name Accessing Data Interfaces \ingroup API_Data_Interfaces Each data interface is provided with a set of field access functions. The ones using a void * parameter aimed to be used in codelet implementations (see for example the code in \ref VectorScalingUsingStarPUAPI). \fn void *starpu_data_handle_to_pointer(starpu_data_handle_t handle, unsigned node) \ingroup API_Data_Interfaces Return the pointer associated with \p handle on node \p node or NULL if handle’s interface does not support this operation or data for this \p handle is not allocated on that \p node. \fn int starpu_data_pointer_is_inside(starpu_data_handle_t handle, unsigned node, void *ptr) \ingroup API_Data_Interfaces Return whether the given \p ptr is within the data for \p handle on node \p node (1) or not (0). If the handle interface does not support this operation, and thus the result is unknown, -1 is returned. \fn void *starpu_data_get_local_ptr(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the local pointer associated with \p handle or NULL if \p handle’s interface does not have any data allocated locally. \fn enum starpu_data_interface_id starpu_data_get_interface_id(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the unique identifier of the interface associated with the given \p handle. \fn size_t starpu_data_get_size(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the size of the data associated with \p handle. \fn int starpu_data_pack(starpu_data_handle_t handle, void **ptr, starpu_ssize_t *count) \ingroup API_Data_Interfaces Execute the packing operation of the interface of the data registered at \p handle (see starpu_data_interface_ops). This packing operation must allocate a buffer large enough at \p ptr and copy into the newly allocated buffer the data associated to \p handle. \p count will be set to the size of the allocated buffer. If \p ptr is NULL, the function should not copy the data in the buffer but just set \p count to the size of the buffer which would have been allocated. The special value -1 indicates the size is yet unknown. \fn int starpu_data_unpack(starpu_data_handle_t handle, void *ptr, size_t count) \ingroup API_Data_Interfaces Unpack in handle the data located at \p ptr of size \p count as described by the interface of the data. The interface registered at \p handle must define a unpacking operation (see starpu_data_interface_ops). The memory at the address \p ptr is freed after calling the data unpacking operation. @name Accessing Variable Data Interfaces \ingroup API_Data_Interfaces \struct starpu_variable_interface \ingroup API_Data_Interfaces Variable interface for a single data (not a vector, a matrix, a list, ...) \var enum starpu_data_interface_id starpu_variable_interface::id Identifier of the interface \var uintptr_t starpu_variable_interface::ptr local pointer of the variable \var uintptr_t starpu_variable_interface::dev_handle device handle of the variable. \var size_t starpu_variable_interface::offset offset in the variable \var size_t starpu_variable_interface::elemsize size of the variable \fn size_t starpu_variable_get_elemsize(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the size of the variable designated by \p handle. \fn uintptr_t starpu_variable_get_local_ptr(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return a pointer to the variable designated by \p handle. \def STARPU_VARIABLE_GET_PTR(interface) \ingroup API_Data_Interfaces Return a pointer to the variable designated by \p interface. \def STARPU_VARIABLE_GET_ELEMSIZE(interface) \ingroup API_Data_Interfaces Return the size of the variable designated by \p interface. \def STARPU_VARIABLE_GET_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the variable designated by \p interface, to be used with OpenCL. The offset documented below has to be used in addition to this. \def STARPU_VARIABLE_GET_OFFSET(interface) \ingroup API_Data_Interfaces Return the offset in the variable designated by \p interface, to be used with the device handle. @name Accessing Vector Data Interfaces \ingroup API_Data_Interfaces \struct starpu_vector_interface Vector interface \ingroup API_Data_Interfaces \var enum starpu_data_interface_id starpu_vector_interface::id Identifier of the interface \var uintptr_t starpu_vector_interface::ptr local pointer of the vector \var uintptr_t starpu_vector_interface::dev_handle device handle of the vector. \var size_t starpu_vector_interface::offset offset in the vector \var uint32_t starpu_vector_interface::nx number of elements on the x-axis of the vector \var size_t starpu_vector_interface::elemsize size of the elements of the vector \var uint32_t starpu_vector_interface::slice_base vector slice base, used by the StarPU OpenMP runtime support \fn uint32_t starpu_vector_get_nx(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements registered into the array designated by \p handle. \fn size_t starpu_vector_get_elemsize(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the size of each element of the array designated by \p handle. \fn uintptr_t starpu_vector_get_local_ptr(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the local pointer associated with \p handle. \def STARPU_VECTOR_GET_PTR(interface) \ingroup API_Data_Interfaces Return a pointer to the array designated by \p interface, valid on CPUs and CUDA only. For OpenCL, the device handle and offset need to be used instead. \def STARPU_VECTOR_GET_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the array designated by \p interface, to be used with OpenCL. the offset documented below has to be used in addition to this. \def STARPU_VECTOR_GET_OFFSET(interface) \ingroup API_Data_Interfaces Return the offset in the array designated by \p interface, to be used with the device handle. \def STARPU_VECTOR_GET_NX(interface) \ingroup API_Data_Interfaces Return the number of elements registered into the array designated by \p interface. \def STARPU_VECTOR_GET_ELEMSIZE(interface) \ingroup API_Data_Interfaces Return the size of each element of the array designated by \p interface. \def STARPU_VECTOR_GET_SLICE_BASE(interface) \ingroup API_Data_Interfaces Return the OpenMP slice base annotation of each element of the array designated by \p interface. \sa starpu_omp_vector_annotate @name Accessing Matrix Data Interfaces \ingroup API_Data_Interfaces \struct starpu_matrix_interface Matrix interface for dense matrices \ingroup API_Data_Interfaces \var enum starpu_data_interface_id starpu_matrix_interface::id Identifier of the interface \var uintptr_t starpu_matrix_interface::ptr local pointer of the matrix \var uintptr_t starpu_matrix_interface::dev_handle device handle of the matrix. \var size_t starpu_matrix_interface::offset offset in the matrix \var uint32_t starpu_matrix_interface::nx number of elements on the x-axis of the matrix \var uint32_t starpu_matrix_interface::ny number of elements on the y-axis of the matrix \var uint32_t starpu_matrix_interface::ld number of elements between each row of the matrix. Maybe be equal to starpu_matrix_interface::nx when there is no padding. \var size_t starpu_matrix_interface::elemsize size of the elements of the matrix \fn uint32_t starpu_matrix_get_nx(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements on the x-axis of the matrix designated by \p handle. \fn uint32_t starpu_matrix_get_ny(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements on the y-axis of the matrix designated by \p handle. \fn uint32_t starpu_matrix_get_local_ld(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements between each row of the matrix designated by \p handle. Maybe be equal to nx when there is no padding. \fn uintptr_t starpu_matrix_get_local_ptr(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the local pointer associated with \p handle. \fn size_t starpu_matrix_get_elemsize(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the size of the elements registered into the matrix designated by \p handle. \def STARPU_MATRIX_GET_PTR(interface) \ingroup API_Data_Interfaces Return a pointer to the matrix designated by \p interface, valid on CPUs and CUDA devices only. For OpenCL devices, the device handle and offset need to be used instead. \def STARPU_MATRIX_GET_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the matrix designated by \p interface, to be used with OpenCL. The offset documented below has to be used in addition to this. \def STARPU_MATRIX_GET_OFFSET(interface) \ingroup API_Data_Interfaces Return the offset in the matrix designated by \p interface, to be used with the device handle. \def STARPU_MATRIX_GET_NX(interface) \ingroup API_Data_Interfaces Return the number of elements on the x-axis of the matrix designated by \p interface. \def STARPU_MATRIX_GET_NY(interface) \ingroup API_Data_Interfaces Return the number of elements on the y-axis of the matrix designated by \p interface. \def STARPU_MATRIX_GET_LD(interface) \ingroup API_Data_Interfaces Return the number of elements between each row of the matrix designated by \p interface. May be equal to nx when there is no padding. \def STARPU_MATRIX_GET_ELEMSIZE(interface) \ingroup API_Data_Interfaces Return the size of the elements registered into the matrix designated by \p interface. @name Accessing Block Data Interfaces \ingroup API_Data_Interfaces \struct starpu_block_interface Block interface for 3D dense blocks \ingroup API_Data_Interfaces \var enum starpu_data_interface_id starpu_block_interface::id identifier of the interface \var uintptr_t starpu_block_interface::ptr local pointer of the block \var uintptr_t starpu_block_interface::dev_handle device handle of the block. \var size_t starpu_block_interface::offset offset in the block. \var uint32_t starpu_block_interface::nx number of elements on the x-axis of the block. \var uint32_t starpu_block_interface::ny number of elements on the y-axis of the block. \var uint32_t starpu_block_interface::nz number of elements on the z-axis of the block. \var uint32_t starpu_block_interface::ldy number of elements between two lines \var uint32_t starpu_block_interface::ldz number of elements between two planes \var size_t starpu_block_interface::elemsize size of the elements of the block. \fn uint32_t starpu_block_get_nx(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements on the x-axis of the block designated by \p handle. \fn uint32_t starpu_block_get_ny(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements on the y-axis of the block designated by \p handle. \fn uint32_t starpu_block_get_nz(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements on the z-axis of the block designated by \p handle. \fn uint32_t starpu_block_get_local_ldy(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements between each row of the block designated by \p handle, in the format of the current memory node. \fn uint32_t starpu_block_get_local_ldz(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of elements between each z plane of the block designated by \p handle, in the format of the current memory node. \fn uintptr_t starpu_block_get_local_ptr(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the local pointer associated with \p handle. \fn size_t starpu_block_get_elemsize(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the size of the elements of the block designated by \p handle. \def STARPU_BLOCK_GET_PTR(interface) \ingroup API_Data_Interfaces Return a pointer to the block designated by \p interface. \def STARPU_BLOCK_GET_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the block designated by \p interface, to be used on OpenCL. The offset document below has to be used in addition to this. \def STARPU_BLOCK_GET_OFFSET(interface) \ingroup API_Data_Interfaces Return the offset in the block designated by \p interface, to be used with the device handle. \def STARPU_BLOCK_GET_NX(interface) \ingroup API_Data_Interfaces Return the number of elements on the x-axis of the block designated by \p interface. \def STARPU_BLOCK_GET_NY(interface) \ingroup API_Data_Interfaces Return the number of elements on the y-axis of the block designated by \p interface. \def STARPU_BLOCK_GET_NZ(interface) \ingroup API_Data_Interfaces Return the number of elements on the z-axis of the block designated by \p interface. \def STARPU_BLOCK_GET_LDY(interface) \ingroup API_Data_Interfaces Return the number of elements between each row of the block designated by \p interface. May be equal to nx when there is no padding. \def STARPU_BLOCK_GET_LDZ(interface) \ingroup API_Data_Interfaces Return the number of elements between each z plane of the block designated by \p interface. May be equal to nx*ny when there is no padding. \def STARPU_BLOCK_GET_ELEMSIZE(interface) \ingroup API_Data_Interfaces Return the size of the elements of the block designated by \p interface. @name Accessing BCSR Data Interfaces \ingroup API_Data_Interfaces \struct starpu_bcsr_interface BCSR interface for sparse matrices (blocked compressed sparse row representation) \ingroup API_Data_Interfaces \var enum starpu_data_interface_id starpu_bcsr_interface::id Identifier of the interface \var uint32_t starpu_bcsr_interface::nnz number of non-zero BLOCKS \var uint32_t starpu_bcsr_interface::nrow number of rows (in terms of BLOCKS) \var uintptr_t starpu_bcsr_interface::nzval non-zero values \var uint32_t *starpu_bcsr_interface::colind array of nnz elements, colind[i] is the block-column index for block i in nzval \var uint32_t *starpu_bcsr_interface::rowptr array of nrow+1 elements, rowptr[i] is the block-index (in nzval) of the first block of row i. By convention, rowptr[nrow] is the number of blocks, this allows an easier access of the matrix's elements for the kernels. \var starpu_bcsr_interface::firstentry k for k-based indexing (0 or 1 usually). Also useful when partitionning the matrix. \var uint32_t starpu_bcsr_interface::r height of the blocks \var uint32_t starpu_bcsr_interface::c width of the blocks \var size_t starpu_bcsr_interface::elemsize size of the elements of the matrix \fn uint32_t starpu_bcsr_get_nnz(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of non-zero elements in the matrix designated by \p handle. \fn uint32_t starpu_bcsr_get_nrow(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of rows (in terms of blocks of size r*c) in the matrix designated by \p handle. \fn uint32_t starpu_bcsr_get_firstentry(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the index at which all arrays (the column indexes, the row pointers...) of the matrix desginated by \p handle. \fn uintptr_t starpu_bcsr_get_local_nzval(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return a pointer to the non-zero values of the matrix designated by \p handle. \fn uint32_t *starpu_bcsr_get_local_colind(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return a pointer to the column index, which holds the positions of the non-zero entries in the matrix designated by \p handle. \fn uint32_t *starpu_bcsr_get_local_rowptr(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the row pointer array of the matrix designated by \p handle. \fn uint32_t starpu_bcsr_get_r(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of rows in a block. \fn uint32_t starpu_bcsr_get_c(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of columns in a block. \fn size_t starpu_bcsr_get_elemsize(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the size of the elements in the matrix designated by \p handle. \def STARPU_BCSR_GET_NNZ(interface) \ingroup API_Data_Interfaces Return the number of non-zero values in the matrix designated by \p interface. \def STARPU_BCSR_GET_NZVAL(interface) \ingroup API_Data_Interfaces Return a pointer to the non-zero values of the matrix designated by \p interface. \def STARPU_BCSR_GET_NZVAL_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the array of non-zero values in the matrix designated by \p interface. The offset documented below has to be used in addition to this. \def STARPU_BCSR_GET_COLIND(interface) \ingroup API_Data_Interfaces Return a pointer to the column index of the matrix designated by \p interface. \def STARPU_BCSR_GET_COLIND_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the column index of the matrix designated by \p interface. The offset documented below has to be used in addition to this. \def STARPU_BCSR_GET_ROWPTR(interface) \ingroup API_Data_Interfaces Return a pointer to the row pointer array of the matrix designated by \p interface. \def STARPU_BCSR_GET_ROWPTR_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the row pointer array of the matrix designated by \p interface. The offset documented below has to be used in addition to this. \def STARPU_BCSR_GET_OFFSET \ingroup API_Data_Interfaces Return the offset in the arrays (coling, rowptr, nzval) of the matrix designated by \p interface, to be used with the device handles. @name Accessing CSR Data Interfaces \ingroup API_Data_Interfaces \struct starpu_csr_interface CSR interface for sparse matrices (compressed sparse row representation) \ingroup API_Data_Interfaces \var enum starpu_data_interface_id starpu_csr_interface::id Identifier of the interface \var uint32_t starpu_csr_interface::nnz number of non-zero entries \var uint32_t starpu_csr_interface::nrow number of rows \var uintptr_t starpu_csr_interface::nzval non-zero values \var uint32_t *starpu_csr_interface::colind position of non-zero entries on the row \var uint32_t *starpu_csr_interface::rowptr index (in nzval) of the first entry of the row \var uint32_t starpu_csr_interface::firstentry k for k-based indexing (0 or 1 usually). also useful when partitionning the matrix. \var size_t starpu_csr_interface::elemsize size of the elements of the matrix \fn uint32_t starpu_csr_get_nnz(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the number of non-zero values in the matrix designated by \p handle. \fn uint32_t starpu_csr_get_nrow(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the size of the row pointer array of the matrix designated by \p handle. \fn uint32_t starpu_csr_get_firstentry(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the index at which all arrays (the column indexes, the row pointers...) of the matrix designated by \p handle. \fn uintptr_t starpu_csr_get_local_nzval(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return a local pointer to the non-zero values of the matrix designated by \p handle. \fn uint32_t *starpu_csr_get_local_colind(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return a local pointer to the column index of the matrix designated by \p handle. \fn uint32_t *starpu_csr_get_local_rowptr(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return a local pointer to the row pointer array of the matrix designated by \p handle. \fn size_t starpu_csr_get_elemsize(starpu_data_handle_t handle) \ingroup API_Data_Interfaces Return the size of the elements registered into the matrix designated by \p handle. \def STARPU_CSR_GET_NNZ(interface) \ingroup API_Data_Interfaces Return the number of non-zero values in the matrix designated by \p interface. \def STARPU_CSR_GET_NROW(interface) \ingroup API_Data_Interfaces Return the size of the row pointer array of the matrix designated by \p interface. \def STARPU_CSR_GET_NZVAL(interface) \ingroup API_Data_Interfaces Return a pointer to the non-zero values of the matrix designated by \p interface. \def STARPU_CSR_GET_NZVAL_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the array of non-zero values in the matrix designated by \p interface. The offset documented below has to be used in addition to this. \def STARPU_CSR_GET_COLIND(interface) \ingroup API_Data_Interfaces Return a pointer to the column index of the matrix designated by \p interface. \def STARPU_CSR_GET_COLIND_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the column index of the matrix designated by \p interface. The offset documented below has to be used in addition to this. \def STARPU_CSR_GET_ROWPTR(interface) \ingroup API_Data_Interfaces Return a pointer to the row pointer array of the matrix designated by \p interface. \def STARPU_CSR_GET_ROWPTR_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the row pointer array of the matrix designated by \p interface. The offset documented below has to be used in addition to this. \def STARPU_CSR_GET_OFFSET \ingroup API_Data_Interfaces Return the offset in the arrays (colind, rowptr, nzval) of the matrix designated by \p interface, to be used with the device handles. \def STARPU_CSR_GET_FIRSTENTRY(interface) \ingroup API_Data_Interfaces Return the index at which all arrays (the column indexes, the row pointers...) of the \p interface start. \def STARPU_CSR_GET_ELEMSIZE(interface) \ingroup API_Data_Interfaces Return the size of the elements registered into the matrix designated by \p interface. @name Accessing COO Data Interfaces \ingroup API_Data_Interfaces \struct starpu_coo_interface COO Matrices \ingroup API_Data_Interfaces \var enum starpu_data_interface_id starpu_coo_interface::id identifier of the interface \var uint32_t *starpu_coo_interface::columns column array of the matrix \var uint32_t *starpu_coo_interface::rows row array of the matrix \var uintptr_t starpu_coo_interface::values values of the matrix \var uint32_t starpu_coo_interface::nx number of elements on the x-axis of the matrix \var uint32_t starpu_coo_interface::ny number of elements on the y-axis of the matrix \var uint32_t starpu_coo_interface::n_values number of values registered in the matrix \var size_t starpu_coo_interface::elemsize size of the elements of the matrix \def STARPU_COO_GET_COLUMNS(interface) \ingroup API_Data_Interfaces Return a pointer to the column array of the matrix designated by \p interface. \def STARPU_COO_GET_COLUMNS_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the column array of the matrix designated by \p interface, to be used with OpenCL. The offset documented below has to be used in addition to this. \def STARPU_COO_GET_ROWS(interface) \ingroup API_Data_Interfaces Return a pointer to the rows array of the matrix designated by \p interface. \def STARPU_COO_GET_ROWS_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the row array of the matrix designated by \p interface, to be used on OpenCL. The offset documented below has to be used in addition to this. \def STARPU_COO_GET_VALUES(interface) \ingroup API_Data_Interfaces Return a pointer to the values array of the matrix designated by \p interface. \def STARPU_COO_GET_VALUES_DEV_HANDLE(interface) \ingroup API_Data_Interfaces Return a device handle for the value array of the matrix designated by \p interface, to be used on OpenCL. The offset documented below has to be used in addition to this. \def STARPU_COO_GET_OFFSET \ingroup API_Data_Interfaces Return the offset in the arrays of the COO matrix designated by \p interface. \def STARPU_COO_GET_NX(interface) \ingroup API_Data_Interfaces Return the number of elements on the x-axis of the matrix designated by \p interface. \def STARPU_COO_GET_NY(interface) \ingroup API_Data_Interfaces Return the number of elements on the y-axis of the matrix designated by \p interface. \def STARPU_COO_GET_NVALUES(interface) \ingroup API_Data_Interfaces Return the number of values registered in the matrix designated by \p interface. \def STARPU_COO_GET_ELEMSIZE(interface) \ingroup API_Data_Interfaces Return the size of the elements registered into the matrix designated by \p interface. @name Defining Interface \ingroup API_Data_Interfaces Applications can provide their own interface as shown in \ref DefiningANewDataInterface. \fn uintptr_t starpu_malloc_on_node_flags(unsigned dst_node, size_t size, int flags) \ingroup API_Data_Interfaces Allocate \p size bytes on node \p dst_node with the given allocation \p flags. This returns 0 if allocation failed, the allocation method should then return -ENOMEM as allocated size. Deallocation must be done with starpu_free_on_node(). \fn void starpu_free_on_node_flags(unsigned dst_node, uintptr_t addr, size_t size, int flags) \ingroup API_Data_Interfaces Free \p addr of \p size bytes on node \p dst_node which was previously allocated with starpu_malloc_on_node() with the given allocation \p flags. \fn uintptr_t starpu_malloc_on_node(unsigned dst_node, size_t size) \ingroup API_Data_Interfaces Allocate \p size bytes on node \p dst_node with the default allocation flags. This returns 0 if allocation failed, the allocation method should then return -ENOMEM as allocated size. Deallocation must be done with starpu_free_on_node(). \fn void starpu_free_on_node(unsigned dst_node, uintptr_t addr, size_t size) \ingroup API_Data_Interfaces Free \p addr of \p size bytes on node \p dst_node which was previously allocated with starpu_malloc_on_node(). \fn void starpu_malloc_on_node_set_default_flags(unsigned node, int flags) \ingroup API_Data_Interfaces Define the default flags for allocations performed by starpu_malloc_on_node() and starpu_free_on_node(). The default is \ref STARPU_MALLOC_PINNED | \ref STARPU_MALLOC_COUNT. \fn int starpu_interface_copy(uintptr_t src, size_t src_offset, unsigned src_node, uintptr_t dst, size_t dst_offset, unsigned dst_node, size_t size, void *async_data) \ingroup API_Data_Interfaces Copy \p size bytes from byte offset \p src_offset of \p src on \p src_node to byte offset \p dst_offset of \p dst on \p dst_node. This is to be used in the starpu_data_copy_methods::any_to_any copy method, which is provided with \p async_data to be passed to starpu_interface_copy(). this returns -EAGAIN if the transfer is still ongoing, or 0 if the transfer is already completed. \fn void starpu_interface_start_driver_copy_async(unsigned src_node, unsigned dst_node, double *start) \ingroup API_Data_Interfaces When an asynchonous implementation of the data transfer is implemented, the call to the underlying CUDA, OpenCL, etc. call should be surrounded by calls to starpu_interface_start_driver_copy_async() and starpu_interface_end_driver_copy_async(), so that it is recorded in offline execution traces, and the timing of the submission is checked. \p start must point to a variable whose value will be passed unchanged to starpu_interface_end_driver_copy_async(). \fn void starpu_interface_end_driver_copy_async(unsigned src_node, unsigned dst_node, double start) \ingroup API_Data_Interfaces See starpu_interface_start_driver_copy_async(). \fn uint32_t starpu_hash_crc32c_be_n(const void *input, size_t n, uint32_t inputcrc) \ingroup API_Data_Interfaces Compute the CRC of a byte buffer seeded by the \p inputcrc current state. The return value should be considered as the new current state for future CRC computation. This is used for computing data size footprint. \fn uint32_t starpu_hash_crc32c_be(uint32_t input, uint32_t inputcrc) \ingroup API_Data_Interfaces Compute the CRC of a 32bit number seeded by the \p inputcrc current state. The return value should be considered as the new current state for future CRC computation. This is used for computing data size footprint. \fn uint32_t starpu_hash_crc32c_string(const char *str, uint32_t inputcrc) \ingroup API_Data_Interfaces Compute the CRC of a string seeded by the \p inputcrc current state. The return value should be considered as the new current state for future CRC computation. This is used for computing data size footprint. \fn int starpu_data_interface_get_next_id(void) \ingroup API_Data_Interfaces Return the next available id for a newly created data interface (\ref DefiningANewDataInterface). */