DPNP C++ backend kernel library 0.18.0dev0
Data Parallel Extension for NumPy*
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common.hpp
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25
26#pragma once
27
28#include <pybind11/pybind11.h>
29#include <pybind11/stl.h>
30#include <sycl/sycl.hpp>
31
32#include "dpctl4pybind11.hpp"
33#include "utils/output_validation.hpp"
34#include "utils/type_dispatch.hpp"
35#include "utils/type_utils.hpp"
36
37namespace dpnp::extensions::window
38{
39
40namespace dpctl_td_ns = dpctl::tensor::type_dispatch;
41
42namespace py = pybind11;
43
44typedef sycl::event (*window_fn_ptr_t)(sycl::queue &,
45 char *,
46 const std::size_t,
47 const std::vector<sycl::event> &);
48
49template <typename T, template <typename> class Functor>
50sycl::event window_impl(sycl::queue &q,
51 char *result,
52 const std::size_t nelems,
53 const std::vector<sycl::event> &depends)
54{
55 dpctl::tensor::type_utils::validate_type_for_device<T>(q);
56
57 T *res = reinterpret_cast<T *>(result);
58
59 sycl::event window_ev = q.submit([&](sycl::handler &cgh) {
60 cgh.depends_on(depends);
61
62 using WindowKernel = Functor<T>;
63 cgh.parallel_for<WindowKernel>(sycl::range<1>(nelems),
64 WindowKernel(res, nelems));
65 });
66
67 return window_ev;
68}
69
70template <typename dispatchT>
71std::pair<sycl::event, sycl::event>
72 py_window(sycl::queue &exec_q,
73 const dpctl::tensor::usm_ndarray &result,
74 const std::vector<sycl::event> &depends,
75 const dispatchT &window_dispatch_vector)
76{
77 dpctl::tensor::validation::CheckWritable::throw_if_not_writable(result);
78
79 int nd = result.get_ndim();
80 if (nd != 1) {
81 throw py::value_error("Array should be 1d");
82 }
83
84 if (!dpctl::utils::queues_are_compatible(exec_q, {result.get_queue()})) {
85 throw py::value_error(
86 "Execution queue is not compatible with allocation queue.");
87 }
88
89 const bool is_result_c_contig = result.is_c_contiguous();
90 if (!is_result_c_contig) {
91 throw py::value_error("The result input array is not c-contiguous.");
92 }
93
94 size_t nelems = result.get_size();
95 if (nelems == 0) {
96 return std::make_pair(sycl::event{}, sycl::event{});
97 }
98
99 int result_typenum = result.get_typenum();
100 auto array_types = dpctl_td_ns::usm_ndarray_types();
101 int result_type_id = array_types.typenum_to_lookup_id(result_typenum);
102 auto fn = window_dispatch_vector[result_type_id];
103
104 if (fn == nullptr) {
105 throw std::runtime_error("Type of given array is not supported");
106 }
107
108 char *result_typeless_ptr = result.get_data();
109 sycl::event window_ev = fn(exec_q, result_typeless_ptr, nelems, depends);
110 sycl::event args_ev =
111 dpctl::utils::keep_args_alive(exec_q, {result}, {window_ev});
112
113 return std::make_pair(args_ev, window_ev);
114}
115
116template <template <typename fnT, typename T> typename factoryT>
117void init_window_dispatch_vectors(window_fn_ptr_t window_dispatch_vector[])
118{
119 dpctl_td_ns::DispatchVectorBuilder<window_fn_ptr_t, factoryT,
120 dpctl_td_ns::num_types>
121 contig;
122 contig.populate_dispatch_vector(window_dispatch_vector);
123
124 return;
125}
126
127} // namespace dpnp::extensions::window