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tensor.h
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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you 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.
#ifndef _ST_HPC_PPL_NN_RUNTIME_TENSOR_H_
#define _ST_HPC_PPL_NN_RUNTIME_TENSOR_H_
#include "ppl/common/retcode.h"
#include "ppl/nn/common/tensor_shape.h"
#include "ppl/nn/common/device_context.h"
#include "ppl/nn/common/common.h"
namespace ppl { namespace nn {
class PPLNN_PUBLIC Tensor {
public:
virtual ~Tensor() {}
/** @brief returns tensor's name */
virtual const char* GetName() const = 0;
/** @brief returns tensor's shape */
virtual TensorShape* GetShape() const = 0;
/**
@brief copies tensor's data to `dst`, which points to a host memory.
@note `dst` MUST have enough space.
*/
virtual ppl::common::RetCode CopyToHost(void* dst) const = 0;
/**
@brief asynchronously copies tensor's data to `dst`, which points to the host memory.
@note `dst` MUST have enough space.
*/
virtual ppl::common::RetCode CopyToHostAsync(void* dst) const = 0;
/** @brief copies tensor's data from `src`, which points to the host memory. */
virtual ppl::common::RetCode CopyFromHost(const void* src) = 0;
/** @brief asynchronously copy tensor's data from `src`, which points to a host memory. */
virtual ppl::common::RetCode CopyFromHostAsync(const void* src) = 0;
/**
@brief converts tensor's data to `dst` with shape `dst_desc`.
@note `dst` MUST have enough space.
*/
virtual ppl::common::RetCode ConvertToHost(void* dst, const TensorShape& dst_desc) const = 0;
/**
@brief converts tensor's data to `dst` with shape `dst_desc` asynchronously.
@note `dst` MUST have enough space.
*/
virtual ppl::common::RetCode ConvertToHostAsync(void* dst, const TensorShape& dst_desc) const = 0;
/** @brief converts tensor's data from `src` with shape `src_desc`. */
virtual ppl::common::RetCode ConvertFromHost(const void* src, const TensorShape& src_desc) = 0;
/** @brief converts tensor's data from `src` with shape `src_desc` asynchronously. */
virtual ppl::common::RetCode ConvertFromHostAsync(const void* src, const TensorShape& src_desc) = 0;
/** @brief get context of the underlying `Device` */
virtual DeviceContext* GetDeviceContext() const = 0;
/**
@brief set the device `DeviceContext` of this tensor to `ctx`
@note this tensor's buffer will be released before `ctx` is set.
*/
virtual void SetDeviceContext(DeviceContext* ctx) = 0;
/**
@brief returns buffer to the underlying device.
@note if buffer is set via `SetBufferPtr()`, this function just sets the buffer ptr to nullptr.
*/
virtual void FreeBuffer() = 0;
/**
@brief set the underlying buffer ptr
@param buf buffer ptr that can be read/written by the internal `Device` class.
*/
virtual void SetBufferPtr(void* buf) = 0;
/** @brief get the underlying buffer ptr */
virtual void* GetBufferPtr() const = 0;
};
}} // namespace ppl::nn
#endif