StarPU Handbook
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Data Structures | |
struct | starpu_data_copy_methods |
struct | starpu_data_interface_ops |
struct | starpu_matrix_interface |
struct | starpu_coo_interface |
struct | starpu_block_interface |
struct | starpu_vector_interface |
struct | starpu_variable_interface |
struct | starpu_csr_interface |
struct | starpu_bcsr_interface |
struct | starpu_multiformat_data_interface_ops |
struct | starpu_multiformat_interface |
Macros | |
#define | STARPU_MULTIFORMAT_GET_CPU_PTR(interface) |
#define | STARPU_MULTIFORMAT_GET_CUDA_PTR(interface) |
#define | STARPU_MULTIFORMAT_GET_OPENCL_PTR(interface) |
#define | STARPU_MULTIFORMAT_GET_NX(interface) |
Accessing COO Data Interfaces | |
#define | STARPU_COO_GET_COLUMNS(interface) |
#define | STARPU_COO_GET_COLUMNS_DEV_HANDLE(interface) |
#define | STARPU_COO_GET_ROWS(interface) |
#define | STARPU_COO_GET_ROWS_DEV_HANDLE(interface) |
#define | STARPU_COO_GET_VALUES(interface) |
#define | STARPU_COO_GET_VALUES_DEV_HANDLE(interface) |
#define | STARPU_COO_GET_OFFSET |
#define | STARPU_COO_GET_NX(interface) |
#define | STARPU_COO_GET_NY(interface) |
#define | STARPU_COO_GET_NVALUES(interface) |
#define | STARPU_COO_GET_ELEMSIZE(interface) |
Functions | |
void | starpu_multiformat_data_register (starpu_data_handle_t *handle, unsigned home_node, void *ptr, uint32_t nobjects, struct starpu_multiformat_data_interface_ops *format_ops) |
Defining Interface | |
Applications can provide their own interface as shown in Defining A New Data Interface. | |
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) |
uintptr_t | starpu_malloc_on_node (unsigned dst_node, size_t size) |
void | starpu_free_on_node (unsigned dst_node, uintptr_t addr, size_t size) |
int | starpu_data_interface_get_next_id (void) |
Basic Data Management API | |
Data management is done at a high-level in StarPU: rather than accessing a mere list of contiguous buffers, the tasks may manipulate data that are described by a high-level construct which we call data interface. An example of data interface is the "vector" interface which describes a contiguous data array on a spefic memory node. This interface is a simple structure containing the number of elements in the array, the size of the elements, and the address of the array in the appropriate address space (this address may be invalid if there is no valid copy of the array in the memory node). More informations on the data interfaces provided by StarPU are given in Data Interfaces. When a piece of data managed by StarPU is used by a task, the task implementation is given a pointer to an interface describing a valid copy of the data that is accessible from the current processing unit. Every worker is associated to a memory node which is a logical abstraction of the address space from which the processing unit gets its data. For instance, the memory node associated to the different CPU workers represents main memory (RAM), the memory node associated to a GPU is DRAM embedded on the device. Every memory node is identified by a logical index which is accessible from the function starpu_worker_get_memory_node(). When registering a piece of data to StarPU, the specified memory node indicates where the piece of data initially resides (we also call this memory node the home node of a piece of data). | |
void | starpu_data_register (starpu_data_handle_t *handleptr, unsigned home_node, void *data_interface, struct starpu_data_interface_ops *ops) |
void | starpu_data_ptr_register (starpu_data_handle_t handle, unsigned node) |
void | starpu_data_register_same (starpu_data_handle_t *handledst, starpu_data_handle_t handlesrc) |
starpu_data_handle_t | starpu_data_lookup (const void *ptr) |
Accessing 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 Vector Scaling Using StarPU's API). | |
void * | starpu_data_handle_to_pointer (starpu_data_handle_t handle, unsigned node) |
void * | starpu_data_get_local_ptr (starpu_data_handle_t handle) |
enum starpu_data_interface_id | starpu_data_get_interface_id (starpu_data_handle_t handle) |
int | starpu_data_pack (starpu_data_handle_t handle, void **ptr, starpu_ssize_t *count) |
int | starpu_data_unpack (starpu_data_handle_t handle, void *ptr, size_t count) |
size_t | starpu_data_get_size (starpu_data_handle_t handle) |
Registering Data | |
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. | |
void * | starpu_data_get_interface_on_node (starpu_data_handle_t handle, unsigned memory_node) |
void | starpu_matrix_data_register (starpu_data_handle_t *handle, unsigned home_node, uintptr_t ptr, uint32_t ld, uint32_t nx, uint32_t ny, size_t elemsize) |
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) |
void | starpu_coo_data_register (starpu_data_handle_t *handleptr, unsigned home_node, uint32_t nx, uint32_t ny, uint32_t n_values, uint32_t *columns, uint32_t *rows, uintptr_t values, size_t elemsize) |
void | starpu_block_data_register (starpu_data_handle_t *handle, unsigned home_node, uintptr_t ptr, uint32_t ldy, uint32_t ldz, uint32_t nx, uint32_t ny, uint32_t nz, size_t elemsize) |
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) |
void | starpu_vector_data_register (starpu_data_handle_t *handle, unsigned home_node, uintptr_t ptr, uint32_t nx, size_t elemsize) |
void | starpu_vector_ptr_register (starpu_data_handle_t handle, unsigned node, uintptr_t ptr, uintptr_t dev_handle, size_t offset) |
void | starpu_variable_data_register (starpu_data_handle_t *handle, unsigned home_node, uintptr_t ptr, size_t size) |
void | starpu_void_data_register (starpu_data_handle_t *handle) |
void | starpu_csr_data_register (starpu_data_handle_t *handle, unsigned home_node, uint32_t nnz, uint32_t nrow, uintptr_t nzval, uint32_t *colind, uint32_t *rowptr, uint32_t firstentry, size_t elemsize) |
void | starpu_bcsr_data_register (starpu_data_handle_t *handle, unsigned 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) |
Variables | |
struct starpu_data_interface_ops | starpu_interface_matrix_ops |
Accessing Variable Data Interfaces | |
#define | STARPU_VARIABLE_GET_PTR(interface) |
#define | STARPU_VARIABLE_GET_ELEMSIZE(interface) |
#define | STARPU_VARIABLE_GET_DEV_HANDLE(interface) |
#define | STARPU_VARIABLE_GET_OFFSET |
size_t | starpu_variable_get_elemsize (starpu_data_handle_t handle) |
uintptr_t | starpu_variable_get_local_ptr (starpu_data_handle_t handle) |
Accessing Vector Data Interfaces | |
#define | STARPU_VECTOR_GET_PTR(interface) |
#define | STARPU_VECTOR_GET_DEV_HANDLE(interface) |
#define | STARPU_VECTOR_GET_OFFSET(interface) |
#define | STARPU_VECTOR_GET_NX(interface) |
#define | STARPU_VECTOR_GET_ELEMSIZE(interface) |
uint32_t | starpu_vector_get_nx (starpu_data_handle_t handle) |
size_t | starpu_vector_get_elemsize (starpu_data_handle_t handle) |
uintptr_t | starpu_vector_get_local_ptr (starpu_data_handle_t handle) |
Accessing Matrix Data Interfaces | |
#define | STARPU_MATRIX_GET_PTR(interface) |
#define | STARPU_MATRIX_GET_DEV_HANDLE(interface) |
#define | STARPU_MATRIX_GET_OFFSET(interface) |
#define | STARPU_MATRIX_GET_NX(interface) |
#define | STARPU_MATRIX_GET_NY(interface) |
#define | STARPU_MATRIX_GET_LD(interface) |
#define | STARPU_MATRIX_GET_ELEMSIZE(interface) |
uint32_t | starpu_matrix_get_nx (starpu_data_handle_t handle) |
uint32_t | starpu_matrix_get_ny (starpu_data_handle_t handle) |
uint32_t | starpu_matrix_get_local_ld (starpu_data_handle_t handle) |
uintptr_t | starpu_matrix_get_local_ptr (starpu_data_handle_t handle) |
size_t | starpu_matrix_get_elemsize (starpu_data_handle_t handle) |
Accessing Block Data Interfaces | |
#define | STARPU_BLOCK_GET_PTR(interface) |
#define | STARPU_BLOCK_GET_DEV_HANDLE(interface) |
#define | STARPU_BLOCK_GET_OFFSET(interface) |
#define | STARPU_BLOCK_GET_NX(interface) |
#define | STARPU_BLOCK_GET_NY(interface) |
#define | STARPU_BLOCK_GET_NZ(interface) |
#define | STARPU_BLOCK_GET_LDY(interface) |
#define | STARPU_BLOCK_GET_LDZ(interface) |
#define | STARPU_BLOCK_GET_ELEMSIZE(interface) |
uint32_t | starpu_block_get_nx (starpu_data_handle_t handle) |
uint32_t | starpu_block_get_ny (starpu_data_handle_t handle) |
uint32_t | starpu_block_get_nz (starpu_data_handle_t handle) |
uint32_t | starpu_block_get_local_ldy (starpu_data_handle_t handle) |
uint32_t | starpu_block_get_local_ldz (starpu_data_handle_t handle) |
uintptr_t | starpu_block_get_local_ptr (starpu_data_handle_t handle) |
size_t | starpu_block_get_elemsize (starpu_data_handle_t handle) |
Accessing BCSR Data Interfaces | |
#define | STARPU_BCSR_GET_NNZ(interface) |
#define | STARPU_BCSR_GET_NZVAL(interface) |
#define | STARPU_BCSR_GET_NZVAL_DEV_HANDLE(interface) |
#define | STARPU_BCSR_GET_COLIND(interface) |
#define | STARPU_BCSR_GET_COLIND_DEV_HANDLE(interface) |
#define | STARPU_BCSR_GET_ROWPTR(interface) |
#define | STARPU_BCSR_GET_ROWPTR_DEV_HANDLE(interface) |
#define | STARPU_BCSR_GET_OFFSET |
uint32_t | starpu_bcsr_get_nnz (starpu_data_handle_t handle) |
uint32_t | starpu_bcsr_get_nrow (starpu_data_handle_t handle) |
uint32_t | starpu_bcsr_get_firstentry (starpu_data_handle_t handle) |
uintptr_t | starpu_bcsr_get_local_nzval (starpu_data_handle_t handle) |
uint32_t * | starpu_bcsr_get_local_colind (starpu_data_handle_t handle) |
uint32_t * | starpu_bcsr_get_local_rowptr (starpu_data_handle_t handle) |
uint32_t | starpu_bcsr_get_r (starpu_data_handle_t handle) |
uint32_t | starpu_bcsr_get_c (starpu_data_handle_t handle) |
size_t | starpu_bcsr_get_elemsize (starpu_data_handle_t handle) |
Accessing CSR Data Interfaces | |
#define | STARPU_CSR_GET_NNZ(interface) |
#define | STARPU_CSR_GET_NROW(interface) |
#define | STARPU_CSR_GET_NZVAL(interface) |
#define | STARPU_CSR_GET_NZVAL_DEV_HANDLE(interface) |
#define | STARPU_CSR_GET_COLIND(interface) |
#define | STARPU_CSR_GET_COLIND_DEV_HANDLE(interface) |
#define | STARPU_CSR_GET_ROWPTR(interface) |
#define | STARPU_CSR_GET_ROWPTR_DEV_HANDLE(interface) |
#define | STARPU_CSR_GET_OFFSET |
#define | STARPU_CSR_GET_FIRSTENTRY(interface) |
#define | STARPU_CSR_GET_ELEMSIZE(interface) |
uint32_t | starpu_csr_get_nnz (starpu_data_handle_t handle) |
uint32_t | starpu_csr_get_nrow (starpu_data_handle_t handle) |
uint32_t | starpu_csr_get_firstentry (starpu_data_handle_t handle) |
uintptr_t | starpu_csr_get_local_nzval (starpu_data_handle_t handle) |
uint32_t * | starpu_csr_get_local_colind (starpu_data_handle_t handle) |
uint32_t * | starpu_csr_get_local_rowptr (starpu_data_handle_t handle) |
size_t | starpu_csr_get_elemsize (starpu_data_handle_t handle) |