Program Listing for File rmm_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" // for DType
#include "morpheus/objects/memory_descriptor.hpp"
#include "morpheus/objects/tensor_object.hpp"
#include "morpheus/types.hpp" // for RankType, ShapeType, TensorIndex, TensorSize

#include <rmm/device_buffer.hpp>

#include <cstdint>
#include <memory>
#include <vector>

namespace morpheus {

/****** Component public implementations *******************/
/****** RMMTensor****************************************/

class MORPHEUS_EXPORT RMMTensor : public ITensor
{
  public:
    RMMTensor(std::shared_ptr<rmm::device_buffer> device_buffer,
              TensorSize offset,
              DType dtype,
              ShapeType shape,
              ShapeType stride = {});

    ~RMMTensor() override = default;

    bool is_compact() const final;

    DType dtype() const override;

    RankType rank() const final;

    std::shared_ptr<ITensor> deep_copy() const override;

    std::shared_ptr<ITensor> reshape(const ShapeType& dims) const override;

    std::shared_ptr<ITensor> slice(const ShapeType& min_dims, const ShapeType& max_dims) const override;

    std::shared_ptr<ITensor> copy_rows(const std::vector<RangeType>& selected_rows,
                                       TensorIndex num_rows) const override;

    std::shared_ptr<MemoryDescriptor> get_memory() const override;

    TensorSize bytes() const final;

    TensorSize count() const final;

    TensorIndex shape(TensorIndex idx) const final;

    TensorIndex stride(TensorIndex idx) const final;

    void* data() const override;

    void get_shape(ShapeType& s) const;

    void get_stride(ShapeType& s) const;

    intptr_t stream() const override;

    // Tensor reshape(ShapeType shape)
    // {
    // CHECK(is_compact());
    // return Tensor(descriptor_shared(), dtype_size(), shape);
    // }

    std::shared_ptr<ITensor> as_type(DType dtype) const override;

  protected:
  private:
    TensorSize offset_bytes() const;

    // Memory info
    std::shared_ptr<MemoryDescriptor> m_mem_descriptor;
    std::shared_ptr<rmm::device_buffer> m_md;
    TensorSize m_offset;

    // Type info
    DType m_dtype;

    // Shape info
    ShapeType m_shape;
    ShapeType m_stride;
};  // end of group
}  // namespace morpheus