Program Listing for File tensor.hpp

            

            
/*
* SPDX-FileCopyrightText: Copyright (c) 2021-2024, 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.
*/

#pragma once

#include "morpheus/export.h"
#include "morpheus/objects/dtype.hpp"
#include "morpheus/objects/tensor_object.hpp"
#include "morpheus/types.hpp" // for ShapeType, TensorIndex, TensorSize

#include <rmm/cuda_stream_view.hpp>
#include <rmm/device_buffer.hpp>

#include <cstdint> // for uint8_t
#include <memory>
#include <string>
#include <vector>

namespace morpheus {
/****** Component public implementations *******************/
/****** Tensor****************************************/

class MORPHEUS_EXPORT Tensor
{
  public:
    Tensor(std::shared_ptr<rmm::device_buffer> buffer,
           std::string init_typestr,
           ShapeType init_shape,
           ShapeType init_strides,
           TensorSize init_offset = 0);

    ShapeType shape;
    ShapeType strides;
    std::string typestr;

    void* data() const;

    TensorSize bytes_count() const;

    std::vector<uint8_t> get_host_data() const;

    auto get_stream() const;

    static TensorObject create(std::shared_ptr<rmm::device_buffer> buffer,
                               DType dtype,
                               ShapeType shape,
                               ShapeType strides,
                               TensorSize offset = 0);

  private:
    TensorSize m_offset;
    std::shared_ptr<rmm::device_buffer> m_device_buffer;
};  // end of group
}  // namespace morpheus