pub unsafe extern "C" fn cuvsIvfFlatBuild(
res: cuvsResources_t,
index_params: cuvsIvfFlatIndexParams_t,
dataset: *mut DLManagedTensor,
index: cuvsIvfFlatIndex_t,
) -> cuvsError_tExpand description
@defgroup ivf_flat_c_index_build IVF-Flat index build
@{
/
/**
@brief Build a IVF-Flat index with a DLManagedTensor which has underlying
DLDeviceType equal to kDLCUDA, kDLCUDAHost, kDLCUDAManaged,
or kDLCPU. Also, acceptable underlying types are:
1. kDLDataType.code == kDLFloat and kDLDataType.bits = 32
2. kDLDataType.code == kDLInt and kDLDataType.bits = 8
3. kDLDataType.code == kDLUInt and kDLDataType.bits = 8
@code {.c} #include <cuvs/core/c_api.h> #include <cuvs/neighbors/ivf_flat.h>
// Create cuvsResources_t cuvsResources_t res; cuvsError_t res_create_status = cuvsResourcesCreate(&res);
// Assume a populated DLManagedTensor type here
DLManagedTensor dataset;
// Create default index params cuvsIvfFlatIndexParams_t index_params; cuvsError_t params_create_status = cuvsIvfFlatIndexParamsCreate(&index_params);
// Create IVF-Flat index cuvsIvfFlatIndex_t index; cuvsError_t index_create_status = cuvsIvfFlatIndexCreate(&index);
// Build the IVF-Flat Index cuvsError_t build_status = cuvsIvfFlatBuild(res, index_params, &dataset, index);
// de-allocate index_params, index and res
cuvsError_t params_destroy_status = cuvsIvfFlatIndexParamsDestroy(index_params);
cuvsError_t index_destroy_status = cuvsIvfFlatIndexDestroy(index);
cuvsError_t res_destroy_status = cuvsResourcesDestroy(res);
@endcode
@param[in] res cuvsResources_t opaque C handle @param[in] index_params cuvsIvfFlatIndexParams_t used to build IVF-Flat index @param[in] dataset DLManagedTensor* training dataset @param[out] index cuvsIvfFlatIndex_t Newly built IVF-Flat index @return cuvsError_t