CreateCUDAHashBackend.cu

Go to the documentation of this file.

// ----------------------------------------------------------------------------
// -                        CloudViewer: www.cloudViewer.org                  -
// ----------------------------------------------------------------------------
// Copyright (c) 2018-2024 www.cloudViewer.org
// SPDX-License-Identifier: MIT
// ----------------------------------------------------------------------------
 
#include "cloudViewer/core/hashmap/CUDA/SlabHashBackend.h"
#include "cloudViewer/core/hashmap/CUDA/StdGPUHashBackend.h"
#include "cloudViewer/core/hashmap/Dispatch.h"
#include "cloudViewer/core/hashmap/HashMap.h"
 
namespace cloudViewer {
namespace core {
 
/// Non-templated factory.
std::shared_ptr<DeviceHashBackend> CreateCUDAHashBackend(
        int64_t init_capacity,
        const Dtype& key_dtype,
        const SizeVector& key_element_shape,
        const std::vector<Dtype>& value_dtypes,
        const std::vector<SizeVector>& value_element_shapes,
        const Device& device,
        const HashBackendType& backend) {
    if (backend != HashBackendType::Default &&
        backend != HashBackendType::Slab &&
        backend != HashBackendType::StdGPU) {
        utility::LogError("Unsupported backend for CUDA hashmap.");
    }
 
    int64_t dim = key_element_shape.NumElements();
 
    int64_t key_dsize = dim * key_dtype.ByteSize();
 
    // TODO: size check
    std::vector<int64_t> value_dsizes;
    for (size_t i = 0; i < value_dtypes.size(); ++i) {
        int64_t dsize_value = value_element_shapes[i].NumElements() *
                              value_dtypes[i].ByteSize();
        value_dsizes.push_back(dsize_value);
    }
 
    std::shared_ptr<DeviceHashBackend> device_hashmap_ptr;
    if (backend == HashBackendType::Default ||
        backend == HashBackendType::StdGPU) {
        DISPATCH_DTYPE_AND_DIM_TO_TEMPLATE(key_dtype, dim, [&] {
            device_hashmap_ptr =
                    std::make_shared<StdGPUHashBackend<key_t, hash_t, eq_t>>(
                            init_capacity, key_dsize, value_dsizes, device);
        });
    } else {  // if (backend == HashBackendType::Slab) {
        DISPATCH_DTYPE_AND_DIM_TO_TEMPLATE(key_dtype, dim, [&] {
            device_hashmap_ptr =
                    std::make_shared<SlabHashBackend<key_t, hash_t, eq_t>>(
                            init_capacity, key_dsize, value_dsizes, device);
        });
    }
    return device_hashmap_ptr;
}
 
}  // namespace core
}  // namespace cloudViewer