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xgboost/cub/cub/device/dispatch/dispatch_select_if.cuh view on Meta::CPAN
else if (ptx_version >= 200)
{
select_if_config.template Init<typename Policy200::SelectIfPolicyT>();
}
else if (ptx_version >= 130)
{
select_if_config.template Init<typename Policy130::SelectIfPolicyT>();
}
else
{
select_if_config.template Init<typename Policy100::SelectIfPolicyT>();
}
#endif
}
/**
* Kernel kernel dispatch configuration.
*/
struct KernelConfig
{
int block_threads;
int items_per_thread;
int tile_items;
template <typename PolicyT>
CUB_RUNTIME_FUNCTION __forceinline__
void Init()
{
block_threads = PolicyT::BLOCK_THREADS;
items_per_thread = PolicyT::ITEMS_PER_THREAD;
tile_items = block_threads * items_per_thread;
}
};
/******************************************************************************
* Dispatch entrypoints
******************************************************************************/
/**
* Internal dispatch routine for computing a device-wide selection using the
* specified kernel functions.
*/
template <
typename ScanInitKernelPtrT, ///< Function type of cub::DeviceScanInitKernel
typename SelectIfKernelPtrT> ///< Function type of cub::SelectIfKernelPtrT
CUB_RUNTIME_FUNCTION __forceinline__
static cudaError_t Dispatch(
void* 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.
size_t& temp_storage_bytes, ///< [in,out] Reference to size in bytes of \p d_temp_storage allocation
InputIteratorT d_in, ///< [in] Pointer to the input sequence of data items
FlagsInputIteratorT d_flags, ///< [in] Pointer to the input sequence of selection flags (if applicable)
SelectedOutputIteratorT d_selected_out, ///< [in] Pointer to the output sequence of selected data items
NumSelectedIteratorT d_num_selected_out, ///< [in] Pointer to the total number of items selected (i.e., length of \p d_selected_out)
SelectOpT select_op, ///< [in] Selection operator
EqualityOpT equality_op, ///< [in] Equality operator
OffsetT num_items, ///< [in] Total number of input items (i.e., length of \p d_in)
cudaStream_t stream, ///< [in] CUDA stream to launch kernels within. Default is stream<sub>0</sub>.
bool debug_synchronous, ///< [in] Whether or not to synchronize the stream after every kernel launch to check for errors. Also causes launch configurations to be printed to the console. Default is \p fals...
int /*ptx_version*/, ///< [in] PTX version of dispatch kernels
ScanInitKernelPtrT scan_init_kernel, ///< [in] Kernel function pointer to parameterization of cub::DeviceScanInitKernel
SelectIfKernelPtrT select_if_kernel, ///< [in] Kernel function pointer to parameterization of cub::DeviceSelectSweepKernel
KernelConfig select_if_config) ///< [in] Dispatch parameters that match the policy that \p select_if_kernel was compiled for
{
#ifndef CUB_RUNTIME_ENABLED
(void)d_temp_storage;
(void)temp_storage_bytes;
(void)d_in;
(void)d_flags;
(void)d_selected_out;
(void)d_num_selected_out;
(void)select_op;
(void)equality_op;
(void)num_items;
(void)stream;
(void)debug_synchronous;
(void)scan_init_kernel;
(void)select_if_kernel;
(void)select_if_config;
// Kernel launch not supported from this device
return CubDebug(cudaErrorNotSupported);
#else
cudaError error = cudaSuccess;
do
{
// Get device ordinal
int device_ordinal;
if (CubDebug(error = cudaGetDevice(&device_ordinal))) break;
// Get SM count
int sm_count;
if (CubDebug(error = cudaDeviceGetAttribute (&sm_count, cudaDevAttrMultiProcessorCount, device_ordinal))) break;
// Number of input tiles
int tile_size = select_if_config.block_threads * select_if_config.items_per_thread;
int num_tiles = (num_items + tile_size - 1) / tile_size;
// Specify temporary storage allocation requirements
size_t allocation_sizes[1];
if (CubDebug(error = ScanTileStateT::AllocationSize(num_tiles, allocation_sizes[0]))) break; // bytes needed for tile status descriptors
// Compute allocation pointers into the single storage blob (or compute the necessary size of the blob)
void* allocations[1];
if (CubDebug(error = AliasTemporaries(d_temp_storage, temp_storage_bytes, allocations, allocation_sizes))) break;
if (d_temp_storage == NULL)
{
// Return if the caller is simply requesting the size of the storage allocation
break;
}
// Construct the tile status interface
ScanTileStateT tile_status;
if (CubDebug(error = tile_status.Init(num_tiles, allocations[0], allocation_sizes[0]))) break;
// Log scan_init_kernel configuration
int init_grid_size = CUB_MAX(1, (num_tiles + INIT_KERNEL_THREADS - 1) / INIT_KERNEL_THREADS);
if (debug_synchronous) _CubLog("Invoking scan_init_kernel<<<%d, %d, 0, %lld>>>()\n", init_grid_size, INIT_KERNEL_THREADS, (long long) stream);
// Invoke scan_init_kernel to initialize tile descriptors
scan_init_kernel<<<init_grid_size, INIT_KERNEL_THREADS, 0, stream>>>(
tile_status,
num_tiles,
d_num_selected_out);
// Check for failure to launch
if (CubDebug(error = cudaPeekAtLastError())) break;
// Sync the stream if specified to flush runtime errors
if (debug_synchronous && (CubDebug(error = SyncStream(stream)))) break;
// Return if empty problem
if (num_items == 0)
break;
// Get SM occupancy for select_if_kernel
int range_select_sm_occupancy;
if (CubDebug(error = MaxSmOccupancy(
range_select_sm_occupancy, // out
select_if_kernel,
select_if_config.block_threads))) break;
// Get max x-dimension of grid
int max_dim_x;
if (CubDebug(error = cudaDeviceGetAttribute(&max_dim_x, cudaDevAttrMaxGridDimX, device_ordinal))) break;;
// Get grid size for scanning tiles
dim3 scan_grid_size;
scan_grid_size.z = 1;
scan_grid_size.y = ((unsigned int) num_tiles + max_dim_x - 1) / max_dim_x;
scan_grid_size.x = CUB_MIN(num_tiles, max_dim_x);
// Log select_if_kernel configuration
if (debug_synchronous) _CubLog("Invoking select_if_kernel<<<{%d,%d,%d}, %d, 0, %lld>>>(), %d items per thread, %d SM occupancy\n",
scan_grid_size.x, scan_grid_size.y, scan_grid_size.z, select_if_config.block_threads, (long long) stream, select_if_config.items_per_thread, range_select_sm_occupancy);
// Invoke select_if_kernel
select_if_kernel<<<scan_grid_size, select_if_config.block_threads, 0, stream>>>(
d_in,
d_flags,
d_selected_out,
d_num_selected_out,
tile_status,
select_op,
equality_op,
num_items,
num_tiles);
// Check for failure to launch
if (CubDebug(error = cudaPeekAtLastError())) break;
// Sync the stream if specified to flush runtime errors
if (debug_synchronous && (CubDebug(error = SyncStream(stream)))) break;
}
while (0);
return error;
#endif // CUB_RUNTIME_ENABLED
}
/**
* Internal dispatch routine
*/
CUB_RUNTIME_FUNCTION __forceinline__
static cudaError_t Dispatch(
void* 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.
size_t& temp_storage_bytes, ///< [in,out] Reference to size in bytes of \p d_temp_storage allocation
InputIteratorT d_in, ///< [in] Pointer to the input sequence of data items
FlagsInputIteratorT d_flags, ///< [in] Pointer to the input sequence of selection flags (if applicable)
SelectedOutputIteratorT d_selected_out, ///< [in] Pointer to the output sequence of selected data items
NumSelectedIteratorT d_num_selected_out, ///< [in] Pointer to the total number of items selected (i.e., length of \p d_selected_out)
SelectOpT select_op, ///< [in] Selection operator
EqualityOpT equality_op, ///< [in] Equality operator
OffsetT num_items, ///< [in] Total number of input items (i.e., length of \p d_in)
cudaStream_t stream, ///< [in] <b>[optional]</b> CUDA stream to launch kernels within. Default is stream<sub>0</sub>.
bool debug_synchronous) ///< [in] <b>[optional]</b> Whether or not to synchronize the stream after every kernel launch to check for errors. Also causes launch configurations to be printed to the console. ...
{
cudaError error = cudaSuccess;
do
{
// Get PTX version
int ptx_version;
#if (CUB_PTX_ARCH == 0)
if (CubDebug(error = PtxVersion(ptx_version))) break;
#else
ptx_version = CUB_PTX_ARCH;
#endif
// Get kernel kernel dispatch configurations
KernelConfig select_if_config;
InitConfigs(ptx_version, select_if_config);
// Dispatch
if (CubDebug(error = Dispatch(
d_temp_storage,
temp_storage_bytes,
d_in,
d_flags,
d_selected_out,
d_num_selected_out,
select_op,
equality_op,
num_items,
stream,
debug_synchronous,
ptx_version,
DeviceCompactInitKernel<ScanTileStateT, NumSelectedIteratorT>,
DeviceSelectSweepKernel<PtxSelectIfPolicyT, InputIteratorT, FlagsInputIteratorT, SelectedOutputIteratorT, NumSelectedIteratorT, ScanTileStateT, SelectOpT, EqualityOpT, OffsetT, KEEP_REJECTS>,
select_if_config))) break;
}
while (0);
return error;
}
};
} // CUB namespace
CUB_NS_POSTFIX // Optional outer namespace(s)
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