Files
FastDeploy/fastdeploy/function/cast.cc
Jack Zhou 129dda7809 [Functions] Add quantile function (#700)
* Add sort function

* Add isfinite function

* upgrade isinf isnan

* Add Scalar to FDTensor

* Add floor, ceil function

* add cast functions

* Update out_tmp

* Update quantile

* add gather scatter along axis

* finish quantile function

* Add quantile unittest

* refresh code style for test source code

* Add comments

* Add full function

* Add scalar to fd tensor

* Add full unittest

* Add functions headers

* move fdtensor operators to fastdeploy namespace
2022-11-28 09:51:40 +08:00

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1.8 KiB
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// 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.
#include "fastdeploy/function/cast.h"
#include <algorithm>
namespace fastdeploy {
namespace function {
template <typename InT, typename OutT> struct CastOpTransformFunctor {
OutT operator()(InT in) const { return static_cast<OutT>(in); }
};
template <typename InT>
void CastKernel(const FDTensor& x, FDTensor* out, FDDataType output_dtype) {
FD_VISIT_ALL_TYPES(output_dtype, "CastOpTransformFunctor", ([&] {
auto* in_begin = reinterpret_cast<const InT*>(x.Data());
auto* in_end = in_begin + x.Numel();
FDTensor out_tmp;
out_tmp.Allocate(x.Shape(), output_dtype);
auto* out_begin = reinterpret_cast<data_t*>(out_tmp.Data());
std::transform(in_begin, in_end, out_begin,
CastOpTransformFunctor<InT, data_t>());
*out = std::move(out_tmp);
}));
}
void Cast(const FDTensor& x, FDTensor* out, FDDataType output_dtype) {
FD_VISIT_ALL_TYPES(x.dtype, "CastKernel",
([&] { CastKernel<data_t>(x, out, output_dtype); }));
}
} // namespace function
} // namespace fastdeploy