* Copyright (c) 2025 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.
*/
#include "host_kernels/elewise_calculation_ops/cast_kernel.h"
#include <memory>
#include <vector>
#include "formats/formats.h"
#include "formats/utils/formats_trans_utils.h"
#include "common/datatype_transfer/datatype_transfer.h"
#include "framework/common/framework_types_internal.h"
#include "host_kernels/kernel_utils.h"
#include "graph/utils/type_utils.h"
#include "host_kernels/kernel_factory.h"
namespace ge {
namespace {
const size_t kCastInputSize = 1;
}
Status CastKernel::Compute(const OpDescPtr op_desc_ptr, const std::vector<ConstGeTensorPtr> &input,
std::vector<GeTensorPtr> &v_output) {
GELOGD("CastKernel begin");
if (input.size() != kCastInputSize) {
GELOGE(PARAM_INVALID, "The number of input for cast must be %zu.", kCastInputSize);
return PARAM_INVALID;
}
ConstGeTensorPtr const_weight_ptr = input[0];
if (const_weight_ptr == nullptr) {
GELOGE(PARAM_INVALID, "Input const_weight_ptr is nullptr.");
return PARAM_INVALID;
}
const uint8_t *src_data = const_weight_ptr->GetData().data();
if (op_desc_ptr == nullptr) {
GELOGE(PARAM_INVALID, "Parameter's invalid, Input opDescPtr is nullptr.");
return PARAM_INVALID;
}
GeTensorDesc op_desc = op_desc_ptr->GetOutputDesc(0);
GeTensorDesc op_desc_in = op_desc_ptr->GetInputDesc(0);
auto src_data_type = op_desc_in.GetDataType();
auto src_shape = op_desc_in.GetShape();
auto src_format = op_desc_in.GetFormat();
auto data_type = op_desc.GetDataType();
auto data_shape = op_desc.GetShape();
auto data_format = op_desc.GetFormat();
GELOGD(
"Current node %s, format %s, input shape %s, data type %s, weight format %s, shape %s, data type %s. "
"output format %s, shape %s, data type %s",
op_desc_ptr->GetName().c_str(), TypeUtils::FormatToSerialString(src_format).c_str(),
formats::ShapeToString(src_shape).c_str(), TypeUtils::DataTypeToSerialString(src_data_type).c_str(),
TypeUtils::FormatToSerialString(const_weight_ptr->GetTensorDesc().GetFormat()).c_str(),
formats::ShapeToString(const_weight_ptr->GetTensorDesc().GetShape()).c_str(),
TypeUtils::DataTypeToSerialString(const_weight_ptr->GetTensorDesc().GetDataType()).c_str(),
TypeUtils::FormatToSerialString(data_format).c_str(), formats::ShapeToString(data_shape).c_str(),
TypeUtils::DataTypeToSerialString(data_type).c_str());
auto src_data_size = src_shape.GetShapeSize();
if (src_data_size == 0 &&
static_cast<int32_t>(const_weight_ptr->GetData().GetSize()) == GetSizeByDataType(src_data_type)) {
src_data_size = 1;
GELOGD("Weight of the current const node is scalar");
}
const formats::CastArgs cast_args{src_data, static_cast<size_t>(src_data_size), src_data_type, data_type};
formats::TransResult trans_result;
GELOGD("Trans data type from %s to %s, shape %s, data size %ld",
TypeUtils::DataTypeToSerialString(src_data_type).c_str(),
TypeUtils::DataTypeToSerialString(data_type).c_str(),
formats::ShapeToString(src_shape).c_str(), src_data_size);
if ((src_format != data_format) || (src_shape.GetDims() != data_shape.GetDims()) ||
(!formats::IsTransDataTypeSupport(cast_args))) {
GELOGW("Transfer from data type %s to %s, format %s to %s, shape %s to %s is not supported",
TypeUtils::DataTypeToSerialString(src_data_type).c_str(),
TypeUtils::DataTypeToSerialString(data_type).c_str(),
TypeUtils::FormatToSerialString(src_format).c_str(), TypeUtils::FormatToSerialString(data_format).c_str(),
formats::ShapeToString(src_shape).c_str(), formats::ShapeToString(data_shape).c_str());
return NOT_CHANGED;
}
if (!KernelUtils::CheckSizeForTransOp(const_weight_ptr, op_desc_ptr)) {
GELOGE(FAILED, "CheckSize failed, input size is not equal to weight size");
return NOT_CHANGED;
}
if (formats::TransTensorDataType(cast_args, trans_result) != SUCCESS) {
GELOGE(INTERNAL_ERROR, "Failed to trans data type from %s to %s, shape %s, data size %ld.",
TypeUtils::DataTypeToSerialString(src_data_type).c_str(),
TypeUtils::DataTypeToSerialString(data_type).c_str(),
formats::ShapeToString(src_shape).c_str(), src_data_size);
return NOT_CHANGED;
}
GeTensorPtr output_ptr = MakeShared<GeTensor>(op_desc_ptr->GetOutputDesc(0));
if (output_ptr == nullptr) {
return FAILED;
}
if (output_ptr->SetData(trans_result.data.get(), trans_result.length) != SUCCESS) {
GELOGW("Compute: SetData failed");
}
v_output.push_back(output_ptr);
return SUCCESS;
}
REGISTER_COMPUTE_NODE_KERNEL(CAST, CastKernel);
}