Add implementation of dpnp.i0

dpnp/backend/extensions/ufunc/CMakeLists.txt

@@ -34,6 +34,7 @@ set(_elementwise_sources
     ${CMAKE_CURRENT_SOURCE_DIR}/elementwise_functions/fmod.cpp
     ${CMAKE_CURRENT_SOURCE_DIR}/elementwise_functions/gcd.cpp
     ${CMAKE_CURRENT_SOURCE_DIR}/elementwise_functions/heaviside.cpp
+    ${CMAKE_CURRENT_SOURCE_DIR}/elementwise_functions/i0.cpp
     ${CMAKE_CURRENT_SOURCE_DIR}/elementwise_functions/lcm.cpp
     ${CMAKE_CURRENT_SOURCE_DIR}/elementwise_functions/ldexp.cpp
     ${CMAKE_CURRENT_SOURCE_DIR}/elementwise_functions/logaddexp2.cpp

dpnp/backend/extensions/ufunc/elementwise_functions/common.cpp

@@ -34,6 +34,7 @@
 #include "fmod.hpp"
 #include "gcd.hpp"
 #include "heaviside.hpp"
+#include "i0.hpp"
 #include "lcm.hpp"
 #include "ldexp.hpp"
 #include "logaddexp2.hpp"
@@ -59,6 +60,7 @@ void init_elementwise_functions(py::module_ m)
     init_fmod(m);
     init_gcd(m);
     init_heaviside(m);
+    init_i0(m);
     init_lcm(m);
     init_ldexp(m);
     init_logaddexp2(m);

dpnp/backend/extensions/ufunc/elementwise_functions/i0.cpp

@@ -0,0 +1,124 @@
+//*****************************************************************************
+// Copyright (c) 2024, Intel Corporation
+// All rights reserved.
+//
+// Redistribution and use in source and binary forms, with or without
+// modification, are permitted provided that the following conditions are met:
+// - Redistributions of source code must retain the above copyright notice,
+//   this list of conditions and the following disclaimer.
+// - Redistributions in binary form must reproduce the above copyright notice,
+//   this list of conditions and the following disclaimer in the documentation
+//   and/or other materials provided with the distribution.
+//
+// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+// THE POSSIBILITY OF SUCH DAMAGE.
+//*****************************************************************************
+
+#include <sycl/sycl.hpp>
+
+#include "dpctl4pybind11.hpp"
+
+#include "i0.hpp"
+#include "kernels/elementwise_functions/i0.hpp"
+#include "populate.hpp"
+
+// include a local copy of elementwise common header from dpctl tensor:
+// dpctl/tensor/libtensor/source/elementwise_functions/elementwise_functions.hpp
+// TODO: replace by including dpctl header once available
+#include "../../elementwise_functions/elementwise_functions.hpp"
+
+// dpctl tensor headers
+#include "kernels/elementwise_functions/common.hpp"
+#include "utils/type_dispatch.hpp"
+
+namespace dpnp::extensions::ufunc
+{
+namespace py = pybind11;
+namespace py_int = dpnp::extensions::py_internal;
+
+namespace impl
+{
+namespace ew_cmn_ns = dpctl::tensor::kernels::elementwise_common;
+namespace td_ns = dpctl::tensor::type_dispatch;
+
+/**
+ * @brief A factory to define pairs of supported types for which
+ * sycl::i0<T> function is available.
+ *
+ * @tparam T Type of input vector `a` and of result vector `y`.
+ */
+template <typename T>
+struct OutputType
+{
+    using value_type =
+        typename std::disjunction<td_ns::TypeMapResultEntry<T, sycl::half>,
+                                  td_ns::TypeMapResultEntry<T, float>,
+                                  td_ns::TypeMapResultEntry<T, double>,
+                                  td_ns::DefaultResultEntry<void>>::result_type;
+};
+
+using dpnp::kernels::i0::I0Functor;
+
+template <typename argT,
+          typename resT = argT,
+          unsigned int vec_sz = 4,
+          unsigned int n_vecs = 2,
+          bool enable_sg_loadstore = true>
+using ContigFunctor = ew_cmn_ns::UnaryContigFunctor<argT,
+                                                    resT,
+                                                    I0Functor<argT, resT>,
+                                                    vec_sz,
+                                                    n_vecs,
+                                                    enable_sg_loadstore>;
+
+template <typename argTy, typename resTy, typename IndexerT>
+using StridedFunctor = ew_cmn_ns::
+    UnaryStridedFunctor<argTy, resTy, IndexerT, I0Functor<argTy, resTy>>;
+
+using ew_cmn_ns::unary_contig_impl_fn_ptr_t;
+using ew_cmn_ns::unary_strided_impl_fn_ptr_t;
+
+static unary_contig_impl_fn_ptr_t i0_contig_dispatch_vector[td_ns::num_types];
+static int i0_output_typeid_vector[td_ns::num_types];
+static unary_strided_impl_fn_ptr_t i0_strided_dispatch_vector[td_ns::num_types];
+
+MACRO_POPULATE_DISPATCH_VECTORS(i0);
+} // namespace impl
+
+void init_i0(py::module_ m)
+{
+    using arrayT = dpctl::tensor::usm_ndarray;
+    using event_vecT = std::vector<sycl::event>;
+    {
+        impl::populate_i0_dispatch_vectors();
+        using impl::i0_contig_dispatch_vector;
+        using impl::i0_output_typeid_vector;
+        using impl::i0_strided_dispatch_vector;
+
+        auto i0_pyapi = [&](const arrayT &src, const arrayT &dst,
+                            sycl::queue &exec_q,
+                            const event_vecT &depends = {}) {
+            return py_int::py_unary_ufunc(
+                src, dst, exec_q, depends, i0_output_typeid_vector,
+                i0_contig_dispatch_vector, i0_strided_dispatch_vector);
+        };
+        m.def("_i0", i0_pyapi, "", py::arg("src"), py::arg("dst"),
+              py::arg("sycl_queue"), py::arg("depends") = py::list());
+
+        auto i0_result_type_pyapi = [&](const py::dtype &dtype) {
+            return py_int::py_unary_ufunc_result_type(dtype,
+                                                      i0_output_typeid_vector);
+        };
+        m.def("_i0_result_type", i0_result_type_pyapi);
+    }
+}
+} // namespace dpnp::extensions::ufunc

dpnp/backend/extensions/ufunc/elementwise_functions/i0.hpp

@@ -0,0 +1,35 @@
+//*****************************************************************************
+// Copyright (c) 2024, Intel Corporation
+// All rights reserved.
+//
+// Redistribution and use in source and binary forms, with or without
+// modification, are permitted provided that the following conditions are met:
+// - Redistributions of source code must retain the above copyright notice,
+//   this list of conditions and the following disclaimer.
+// - Redistributions in binary form must reproduce the above copyright notice,
+//   this list of conditions and the following disclaimer in the documentation
+//   and/or other materials provided with the distribution.
+//
+// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+// THE POSSIBILITY OF SUCH DAMAGE.
+//*****************************************************************************
+
+#pragma once
+
+#include <pybind11/pybind11.h>
+
+namespace py = pybind11;
+
+namespace dpnp::extensions::ufunc
+{
+void init_i0(py::module_ m);
+} // namespace dpnp::extensions::ufunc