xgboost_lib-sys 3.0.5

Native bindings to the xgboost library
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46

/**
 * Copyright 2024, XGBoost Contributors
 */
#pragma once

#include <cstddef>  // for size_t
#include <memory>   // for make_shared

#include "cuda_context.cuh"     // for CUDAContext
#include "ref_resource_view.h"  // for RefResourceView
#include "resource.cuh"         // for CudaAllocResource
#include "xgboost/context.h"    // for Context

namespace xgboost::common {
/**
 * @brief Make a fixed size `RefResourceView` with cudaMalloc resource.
 */
template <typename T>
[[nodiscard]] RefResourceView<T> MakeFixedVecWithCudaMalloc(std::size_t n_elements) {
  auto resource = std::make_shared<common::CudaMallocResource>(n_elements * sizeof(T));
  auto ref = RefResourceView{resource->DataAs<T>(), n_elements, resource};
  return ref;
}

template <typename T>
[[nodiscard]] RefResourceView<T> MakeCudaGrowOnly(std::size_t n_elements) {
  auto resource = std::make_shared<common::CudaGrowOnlyResource>(n_elements * sizeof(T));
  auto ref = RefResourceView{resource->DataAs<T>(), n_elements, resource};
  return ref;
}

template <typename T>
[[nodiscard]] RefResourceView<T> MakeFixedVecWithCudaMalloc(Context const* ctx,
                                                            std::size_t n_elements, T const& init) {
  auto ref = MakeFixedVecWithCudaMalloc<T>(n_elements);
  thrust::fill_n(ctx->CUDACtx()->CTP(), ref.data(), ref.size(), init);
  return ref;
}

template <typename T>
[[nodiscard]] RefResourceView<T> MakeFixedVecWithPinnedMalloc(std::size_t n_elements) {
  auto resource = std::make_shared<common::CudaPinnedResource>(n_elements * sizeof(T));
  auto ref = RefResourceView{resource->DataAs<T>(), n_elements, resource};
  return ref;
}
}  // namespace xgboost::common