// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #pragma once #include "paddle/phi/backends/cpu/cpu_context.h" #include "paddle/phi/common/transform.h" namespace phi { template struct CastOpTransformFunctor { HOSTDEVICE OutT operator()(InT in) const { return static_cast(in); } }; template <> struct CastOpTransformFunctor<::phi::dtype::float8_e5m2, ::phi::complex64> { HOSTDEVICE ::phi::complex64 operator()(::phi::dtype::float8_e5m2 in) const { return ::phi::complex64(static_cast(in)); } }; template <> struct CastOpTransformFunctor<::phi::dtype::float8_e5m2, ::phi::complex128> { HOSTDEVICE ::phi::complex128 operator()(::phi::dtype::float8_e5m2 in) const { return ::phi::complex128(static_cast(in)); } }; template <> struct CastOpTransformFunctor<::phi::dtype::float8_e4m3fn, ::phi::complex64> { HOSTDEVICE ::phi::complex64 operator()(::phi::dtype::float8_e4m3fn in) const { return ::phi::complex64(static_cast(in)); } }; template <> struct CastOpTransformFunctor<::phi::dtype::float8_e4m3fn, ::phi::complex128> { HOSTDEVICE ::phi::complex128 operator()( ::phi::dtype::float8_e4m3fn in) const { return ::phi::complex128(static_cast(in)); } }; template <> struct CastOpTransformFunctor<::phi::dtype::bfloat16, ::phi::complex64> { HOSTDEVICE ::phi::complex64 operator()(::phi::dtype::bfloat16 in) const { return ::phi::complex64(static_cast(in)); } }; template <> struct CastOpTransformFunctor<::phi::dtype::bfloat16, ::phi::complex128> { HOSTDEVICE ::phi::complex128 operator()(::phi::dtype::bfloat16 in) const { return ::phi::complex128(static_cast(in)); } }; template <> struct CastOpTransformFunctor<::phi::dtype::float16, ::phi::complex64> { HOSTDEVICE ::phi::complex64 operator()(::phi::dtype::float16 in) const { return ::phi::complex64(static_cast(in)); } }; template <> struct CastOpTransformFunctor<::phi::dtype::float16, ::phi::complex128> { HOSTDEVICE ::phi::complex128 operator()(::phi::dtype::float16 in) const { return ::phi::complex128(static_cast(in)); } }; template void CastKernelImpl(const CPUContext& dev_ctx, const DenseTensor& x, DataType out_dtype, DenseTensor* out) { auto* in_begin = x.data(); auto numel = x.numel(); auto* in_end = in_begin + numel; auto* out_begin = dev_ctx.Alloc(out); out->set_type(out_dtype); phi::Transform trans; trans(dev_ctx, in_begin, in_end, out_begin, CastOpTransformFunctor()); } template void CastInplaceKernelImpl(const CPUContext& dev_ctx, const DenseTensor& x, DataType out_dtype, DenseTensor* out) { auto numel = x.numel(); auto* in_begin = new InT[numel]; auto* in_end = in_begin + numel; auto* data_origin = x.data(); memcpy(in_begin, data_origin, sizeof(InT) * numel); auto* out_begin = dev_ctx.Alloc(out); out->set_type(out_dtype); phi::Transform trans; trans(dev_ctx, in_begin, in_end, out_begin, CastOpTransformFunctor()); delete[] in_begin; } } // namespace phi