Program Listing for File wrapped_tensor.cpp
↰ Return to documentation for file (morpheus/_lib/src/objects/wrapped_tensor.cpp
)
/*
* SPDX-FileCopyrightText: Copyright (c) 2021-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*
* 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 "morpheus/objects/wrapped_tensor.hpp"
#include "morpheus/objects/tensor_object.hpp" // for TensorObject
#include "morpheus/types.hpp" // for ShapeType
#include "morpheus/utilities/cupy_util.hpp"
#include <pybind11/cast.h>
#include <pybind11/pytypes.h>
#include <array> // needed for make_tuple
#include <cstdint> // for uintptr_t
#include <utility>
#include <vector> // get_shape & get_stride return vectors
namespace morpheus {
/****** Component public implementations *******************/
/****** TensorObjectInterfaceProxy *************************/
pybind11::dict TensorObjectInterfaceProxy::cuda_array_interface(TensorObject& self)
{
// See https://numba.readthedocs.io/en/stable/cuda/cuda_array_interface.html
pybind11::dict array_interface;
pybind11::list shape_list;
for (auto& idx : self.get_shape())
{
shape_list.append(idx);
}
pybind11::list stride_list;
for (auto& idx : self.get_stride())
{
stride_list.append(idx * self.dtype_size());
}
pybind11::int_ stream_val = self.stream();
array_interface["shape"] = pybind11::cast<pybind11::tuple>(shape_list);
array_interface["typestr"] = self.get_numpy_typestr();
array_interface["stream"] = stream_val;
array_interface["version"] = 3;
if (self.is_compact() || self.get_stride().empty())
{
array_interface["strides"] = pybind11::none();
}
else
{
array_interface["strides"] = pybind11::cast<pybind11::tuple>(stride_list);
}
array_interface["data"] = pybind11::make_tuple((uintptr_t)self.data(), false);
return array_interface;
}
pybind11::object TensorObjectInterfaceProxy::to_cupy(TensorObject& self)
{
return CupyUtil::tensor_to_cupy(self);
}
TensorObject TensorObjectInterfaceProxy::from_cupy(pybind11::object cupy_array)
{
return CupyUtil::cupy_to_tensor(std::move(cupy_array));
}
} // namespace morpheus