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CUDPP 1.1
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CUDPP 1.1
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Main library header file. Defines public interface. More...
#include <stdlib.h>Classes | |
| struct | CUDPPConfiguration |
| Configuration struct used to specify algorithm, datatype, operator, and options when creating a plan for CUDPP algorithms. More... | |
Enumerations | |
| enum | CUDPPResult { CUDPP_SUCCESS = 0, CUDPP_ERROR_INVALID_HANDLE, CUDPP_ERROR_ILLEGAL_CONFIGURATION, CUDPP_ERROR_UNKNOWN = 9999 } |
| CUDPP Result codes returned by CUDPP API functions. More... | |
| enum | CUDPPOption { CUDPP_OPTION_FORWARD = 0x1, CUDPP_OPTION_BACKWARD = 0x2, CUDPP_OPTION_EXCLUSIVE = 0x4, CUDPP_OPTION_INCLUSIVE = 0x8, CUDPP_OPTION_CTA_LOCAL = 0x10, CUDPP_OPTION_KEYS_ONLY = 0x20, CUDPP_OPTION_KEY_VALUE_PAIRS = 0x40 } |
| Options for configuring CUDPP algorithms. More... | |
| enum | CUDPPDatatype { CUDPP_CHAR, CUDPP_UCHAR, CUDPP_INT, CUDPP_UINT, CUDPP_FLOAT } |
| Datatypes supported by CUDPP algorithms. More... | |
| enum | CUDPPOperator { CUDPP_ADD, CUDPP_MULTIPLY, CUDPP_MIN, CUDPP_MAX } |
| Operators supported by CUDPP algorithms (currently scan and segmented scan). More... | |
| enum | CUDPPAlgorithm { , CUDPP_SPMVMULT, CUDPP_RAND_MD5, CUDPP_ALGORITHM_INVALID } |
| Algorithms supported by CUDPP. Used to create appropriate plans using cudppPlan. More... | |
Functions | |
| CUDPP_DLL CUDPPResult | cudppPlan (CUDPPHandle *planHandle, CUDPPConfiguration config, size_t n, size_t rows, size_t rowPitch) |
| Create a CUDPP plan. | |
| CUDPP_DLL CUDPPResult | cudppDestroyPlan (CUDPPHandle plan) |
| Destroy a CUDPP Plan. | |
| CUDPP_DLL CUDPPResult | cudppScan (CUDPPHandle planHandle, void *d_out, const void *d_in, size_t numElements) |
| Performs a scan operation of numElements on its input in GPU memory (d_in) and places the output in GPU memory (d_out), with the scan parameters specified in the plan pointed to by planHandle. | |
| CUDPP_DLL CUDPPResult | cudppMultiScan (CUDPPHandle planHandle, void *d_out, const void *d_in, size_t numElements, size_t numRows) |
| Performs numRows parallel scan operations of numElements each on its input (d_in) and places the output in d_out, with the scan parameters set by config. Exactly like cudppScan except that it runs on multiple rows in parallel. | |
| CUDPP_DLL CUDPPResult | cudppSegmentedScan (CUDPPHandle planHandle, void *d_out, const void *d_idata, const unsigned int *d_iflags, size_t numElements) |
| Performs a segmented scan operation of numElements on its input in GPU memory (d_idata) and places the output in GPU memory (d_out), with the scan parameters specified in the plan pointed to by planHandle. | |
| CUDPP_DLL CUDPPResult | cudppCompact (CUDPPHandle planHandle, void *d_out, size_t *d_numValidElements, const void *d_in, const unsigned int *d_isValid, size_t numElements) |
| Given an array d_in and an array of 1/0 flags in deviceValid, returns a compacted array in d_out of corresponding only the "valid" values from d_in. | |
| CUDPP_DLL CUDPPResult | cudppSort (CUDPPHandle planHandle, void *d_keys, void *d_values, int keybits, size_t numElements) |
| Sorts key-value pairs or keys only. | |
| CUDPP_DLL CUDPPResult | cudppSparseMatrix (CUDPPHandle *sparseMatrixHandle, CUDPPConfiguration config, size_t n, size_t rows, const void *A, const unsigned int *h_rowIndices, const unsigned int *h_indices) |
| Create a CUDPP Sparse Matrix Object. | |
| CUDPP_DLL CUDPPResult | cudppDestroySparseMatrix (CUDPPHandle sparseMatrixHandle) |
| Destroy a CUDPP Sparse Matrix Object. | |
| CUDPP_DLL CUDPPResult | cudppSparseMatrixVectorMultiply (CUDPPHandle sparseMatrixHandle, void *d_y, const void *d_x) |
| Perform matrix-vector multiply y = A*x for arbitrary sparse matrix A and vector x. | |
| CUDPP_DLL CUDPPResult | cudppRand (CUDPPHandle planHandle, void *d_out, size_t numElements) |
| Rand puts numElements random 32-bit elements into d_out. | |
| CUDPP_DLL CUDPPResult | cudppRandSeed (const CUDPPHandle planHandle, unsigned int seed) |
| Sets the seed used for rand. | |
Main library header file. Defines public interface.
The CUDPP public interface is a C-only interface to enable linking with code written in other languages (e.g. C, C++, and Fortran). While the internals of CUDPP are not limited to C (C++ features are used), the public interface is entirely C (thus it is declared "extern C").
| enum CUDPPResult |
CUDPP Result codes returned by CUDPP API functions.
| enum CUDPPOption |
Options for configuring CUDPP algorithms.
| CUDPP_OPTION_FORWARD |
Algorithms operate forward: from start to end of input array |
| CUDPP_OPTION_BACKWARD |
Algorithms operate backward: from end to start of array |
| CUDPP_OPTION_EXCLUSIVE |
Exclusive (for scans) - scan includes all elements up to (but not including) the current element |
| CUDPP_OPTION_INCLUSIVE |
Inclusive (for scans) - scan includes all elements up to and including the current element |
| CUDPP_OPTION_CTA_LOCAL |
Algorithm performed only on the CTAs (blocks) with no communication between blocks.
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| CUDPP_OPTION_KEYS_ONLY |
No associated value to a key (for global radix sort) |
| CUDPP_OPTION_KEY_VALUE_PAIRS |
Each key has an associated value |
| enum CUDPPDatatype |
Datatypes supported by CUDPP algorithms.
| enum CUDPPOperator |
Operators supported by CUDPP algorithms (currently scan and segmented scan).
These are all binary associative operators.
| enum CUDPPAlgorithm |
Algorithms supported by CUDPP. Used to create appropriate plans using cudppPlan.
1.7.4