* Copyright (c) 2024 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
#ifndef ATB_TENSOR_CHECK_H
#define ATB_TENSOR_CHECK_H
#include <string>
#include <mki/tensor.h>
#include "atb/utils/singleton.h"
#include "mki/utils/operationir/operation_ir.h"
#include "atb/types.h"
#include "atb/utils/config.h"
#include "atb/utils/runner_variant_pack.h"
namespace atb {
class TensorCheck {
public:
static bool IsTensorDType(const Tensor &tensor, const aclDataType &dType);
inline static bool IsTensorDType(const TensorDesc &tensorDesc, const aclDataType &dType)
{
return tensorDesc.dtype == dType;
}
static bool IsTensorFormat(const Tensor &tensor, const aclFormat &format);
inline static bool IsTensorFormat(const TensorDesc &tensorDesc, const aclFormat &format)
{
return tensorDesc.format == format;
}
static Status CheckTensorShape(const Tensor &tensor);
static Status CheckTensorShape(const TensorDesc &tensorDesc);
static bool IsTensorDescDimNumValid(const TensorDesc &tensorDesc, uint64_t dimNum);
static bool IsTensorSizeValid(const Tensor &tensor);
static bool IsTensorSizeValid(const TensorDesc &tensorDesc);
static inline bool IsDimNumValid(const uint64_t &dimNum)
{
return dimNum != 0 && dimNum <= MAX_DIM;
}
inline static bool IsEmptyTensor(const Tensor &tensor)
{
bool emptyShape = (tensor.desc.shape.dimNum == 0);
for (size_t i = 0; !emptyShape && i < tensor.desc.shape.dimNum; i++) {
if (tensor.desc.shape.dims[i] == 0) {
emptyShape = true;
}
}
return emptyShape && tensor.dataSize == 0 && !tensor.deviceData && !tensor.hostData;
}
inline static bool IsEmptyTensor(const TensorDesc &tensorDesc)
{
if (tensorDesc.shape.dimNum == 0) {
return true;
}
for (size_t i = 0; i < tensorDesc.shape.dimNum; i++) {
if (tensorDesc.shape.dims[i] == 0) {
return true;
}
}
return false;
}
static Status TensorDescsEqual(const TensorDesc &tensorDesc0, const TensorDesc &tensorDesc1);
static bool CheckBF16(const SVector<TensorDesc> &tensorDescs)
{
if (GetSingleton<Config>().Is310P() || GetSingleton<Config>().Is910A() || GetSingleton<Config>().Is310B()) {
for (size_t tensorId = 0; tensorId < tensorDescs.size(); tensorId++) {
if (tensorDescs.at(tensorId).dtype == ACL_BF16) {
return false;
}
}
}
return true;
}
private:
static bool IsSupportDtype(const SVector<aclDataType> &dtypes, aclDataType dtype);
};
}
#endif