* 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.
*/
* \file log.cpp
* \brief
*/
#include <string>
#include <vector>
#include "op_common/log/log.h"
#include <graph/utils/type_utils.h>
namespace Ops {
namespace Base {
std::string ToString(ge::DataType type) { return ge::TypeUtils::DataTypeToSerialString(type); }
* @brief: get format string from enum
* @param [in] format: enum format
* @return string: format string
*/
std::string ToString(ge::Format format) { return ge::TypeUtils::FormatToSerialString(format); }
static std::vector<int64_t> ToVector(const gert::Shape& shape)
{
size_t shapeSize = shape.GetDimNum();
std::vector<int64_t> shapeVec(shapeSize, 0);
for (size_t i = 0; i < shapeSize; i++) {
shapeVec[i] = shape.GetDim(i);
}
return shapeVec;
}
template <typename T>
static std::string ToString(const std::vector<T>& v)
{
std::ostringstream oss;
oss << "[";
if (v.size() > 0) {
for (size_t i = 0; i < v.size() - 1; ++i) {
oss << v[i] << ", ";
}
oss << v[v.size() - 1];
}
oss << "]";
return oss.str();
}
std::string ToString(const std::vector<const gert::Shape*>& v)
{
std::ostringstream oss;
oss << "[";
if (v.size() > 0) {
for (size_t i = 0; i < v.size() - 1; ++i) {
oss << ToString(ToVector(*v[i])) << ", ";
}
oss << ToString(ToVector(*v[v.size() - 1]));
}
oss << "]";
return oss.str();
}
std::string ToString(const gert::Shape& shape) { return ToString(ToVector(shape)); }
const static std::string g_msg = R"(
{
"error_info_list": [
{
"errClass": "Vector Operator Plugin Errors",
"errTitle": "ONNX_Model_Data_Error",
"ErrCode": "E76002",
"ErrMessage": "No ONNX parser is registered for optype [%s].",
"Arglist": "optype",
"suggestion": {
"Possible Cause": "No parser is registered for the optype in ONNX model conversion.",
"Solution": "Submit an issue to request for support at https://gitee.com/ascend, or remove this type of operators from your model."
}
},
{
"ErrCode": "E70001",
"errTitle": "Invalid_Argument_Input_Tensor_Missing",
"ErrMessage": "In op[%s], the mandatory parameter[%s] is missed.",
"Arglist": "op_name,param_name"
},
{
"ErrCode": "E70002",
"errTitle": "Not_Supported_Format",
"ErrMessage": "In op[%s], the format of input[%s] should be one of [%s], but actually is [%s].",
"Arglist": "op_name,param_name,expected_format_list,format"
},
{
"ErrCode": "E70003",
"errTitle": "Not_Supported_Format",
"ErrMessage": "In op[%s], the dtype of input[%s] should be one of [%s], but actually is [%s].",
"Arglist": "op_name,param_name,expected_data_type_list,data_type"
},
{
"ErrCode": "E70004",
"errTitle": "Not_Supported_Data_Type",
"ErrMessage": "In op[%s], the parameter[%s]'s type should be [%s], but actually is [%s].",
"Arglist": "op_name,param_name,param_type,actual_type"
},
{
"ErrCode": "E70005",
"ErrMessage": "Op[%s] get attr[%s] failed.",
"Arglist": "op_name,param_name"
},
{
"ErrCode": "E70006",
"ErrMessage": "Op[%s] set attr[%s] failed.",
"Arglist": "op_name,param_name"
},
{
"ErrCode": "E70007",
"errTitle": "NOT_SUPPORTED",
"ErrMessage": "The op[%s] input parameter[%s] should be [%s], actual the input is [%s].",
"Arglist": "op_name,param_name,excepted_value,input_value"
},
{
"ErrCode": "E70008",
"ErrMessage": "The op [%s] update [%s] param failed.",
"Arglist": "op_name,param_name"
},
{
"ErrCode": "E70009",
"ErrMessage": "The op [%s] has rule: %s, but [%s] is [%s].",
"Arglist": "op_name,rule_desc,param_name,param_value"
},
{
"ErrCode": "E70010",
"errTitle": "Not_Supported_Shape",
"ErrMessage": "In op[%s], the shape size(product of all dimensions) of input[%s] should less than [%s], but actually is [%s].",
"Arglist": "op_name,input_name,max_value,real_value"
},
{
"ErrCode": "E70011",
"errTitle": "Not_Supported_Shape",
"ErrMessage": "In op[%s], the num of dimensions of input[%s] should be in the range of [%s, %s], but actually is [%s].",
"Arglist": "op_name,param_name,max_value,min_value,real_value"
},
{
"ErrCode": "E70012",
"errTitle": "Invalid_Argument_Shape_Mismatch",
"ErrMessage": "In op[%s], the inputs[%s][%s] could not be broadcast together with shapes[%s][%s].",
"Arglist": "op_name,input1_name,input2_name,input1_shape,input2_shape"
},
{
"ErrCode": "E70013",
"errTitle": "Not_Supported_Data_Type",
"ErrMessage": "In op[%s], the dtype of inputs[%s][%s] should be same, but actually is [%s][%s].",
"Arglist": "op_name,input1_name,input2_name,input1_dtype,input2_dtype"
},
{
"ErrCode": "E70014",
"errTitle": "Invalid_Argument_Shape_Mismatch",
"ErrMessage": "In op[aipp], aipp output H and W should be equal to data's H and W, but actually aipp output H is [%s], aipp output W is [%s], data's H is [%s], data's W is [%s].",
"Arglist": "aipp_output_H,aipp_output_W,data_H,data_W"
},
{
"ErrCode": "E70015",
"errTitle": "Not_Supported_Shape",
"ErrMessage": "In op[%s], the shape of input[%s] is invalid, [%s].",
"Arglist": "op_name,param_name,error_detail"
},
{
"ErrCode": "E70016",
"errTitle": "Not_Supported_Shape",
"ErrMessage": "In op[%s], the shape of inputs[%s][%s] are invalid, [%s].",
"Arglist": "op_name,param_name1,param_name2,error_detail"
},
{
"ErrCode": "E70017",
"errTitle": "Not_Supported_Shape",
"ErrMessage": "In op[%s], the shape of output[%s] is invalid, [%s].",
"Arglist": "op_name,param_name,error_detail"
},
{
"ErrCode": "E70018",
"errTitle": "Inner_Error_Compile_Fail",
"ErrMessage": "In op[%s], failed to get compileparams, mainly get [%s] error.",
"Arglist": "op_name,param_name"
},
{
"errClass": "Vector Errors",
"errTitle": "Invalid_Config_Value",
"ErrCode": "E80001",
"ErrMessage": "The %s information is missing in the %s configuration file of OPP package",
"Arglist": "config_name, file_name",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "try to reinstall the OPP package."
}
},
{
"errClass": "Public Operator Errors",
"errTitle": "Unsupported_Operator",
"ErrCode": "EZ0501",
"ErrMessage": "IR for Op [%s, optype [%s]], is not registered.",
"Arglist": "opname,optype",
"suggestion": {
"Possible Cause": "IR for the operator type is not registered.",
"Solution": "Submit an issue to request for support at https://gitee.com/ascend, or remove this type of operators from your model."
}
},
{
"errClass": "Public Operator Errors",
"errTitle": "Unsupported_Operator",
"ErrCode": "EZ3002",
"ErrMessage": "Optype [%s] of Ops kernel [%s] is unsupported. Reason: %s.",
"Arglist": "optype,opskernel,reason",
"suggestion": {
"Possible Cause": "The operator type is unsupported in the operator information library due to specification mismatch.",
"Solution": "Submit an issue to request for support at https://gitee.com/ascend, or remove this type of operators from your model."
}
},
{
"errClass": "Public Operator Errors",
"errTitle": "Unsupported_Operator",
"ErrCode": "EZ3003",
"ErrMessage": "No supported Ops kernel and engine are found for [%s], optype [%s].",
"Arglist": "opname,optype",
"suggestion": {
"Possible Cause": "The operator is not supported by the system. Therefore, no hit is found in any operator information library.",
"Solution": "1. Check that the OPP component is installed properly. 2. Submit an issue to request for the support of this operator type."
}
},
{
"errClass": "Public Operator Errors",
"errTitle": "Unsupported_Operator",
"ErrCode": "EZ9010",
"ErrMessage": "No parser is registered for Op [%s, optype [%s]].",
"Arglist": "opname,optype",
"suggestion": {
"Possible Cause": "No parser is registered for the operator type.",
"Solution": "Submit an issue to request for support at https://gitee.com/ascend."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Input_Shape",
"ErrCode": "EZ0001",
"ErrMessage": "The %sth input of %s has incorrect shape [%s]. It should be [%s].",
"Arglist": "index, op_name, incorrect_shape, correct_shape",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape of the input tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Attr",
"ErrCode": "EZ0002",
"ErrMessage": "Attribute %s of %s has incorrect value %s. It should be %s.",
"Arglist": "attr_name, op_name, incorrect_val, correct_val",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the operator attribute is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Attr_Size",
"ErrCode": "EZ0003",
"ErrMessage": "Attribute %s of %s has incorrect size %s. It should be %s.",
"Arglist": "attr_name, op_name, incorrect_size, correct_size",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the operator attribute is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Input",
"ErrCode": "EZ0004",
"ErrMessage": "Parameter %s of %s is required, but it is empty.",
"Arglist": "param_name, op_name",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the requied parameters of the operator are correctly set."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Input_ShapeSize",
"ErrCode": "EZ0005",
"ErrMessage": "The %sth input of %s has incorrect shape size %s. It should be %s.",
"Arglist": "index, op_name, incorrect_size, correct_size",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape of the input tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Input_Format",
"ErrCode": "EZ0006",
"ErrMessage": "Input parameter %s of %s has incorrect format %s. It should be %s.",
"Arglist": "param_name, op_name, data_format, expected_format_list",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "N/A"
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Input_Dtype",
"ErrCode": "EZ0007",
"ErrMessage": "Input parameter %s of %s has incorrect dtype %s. It should be %s.",
"Arglist": "param_name, op_name, data_dtype, expected_dtype_list",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "N/A"
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape",
"ErrCode": "EZ0008",
"ErrMessage": "Parameter %s of %s has incorrect shape [%s]. It should be [%s].",
"Arglist": "param_name, op_name, incorrect_shape, correct_shape",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape of input/output tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape",
"ErrCode": "EZ0009",
"ErrMessage": "Parameter %s of %s has incorrect shape [%s]. Reason: %s.",
"Arglist": "param_name, op_name, incorrect_shape, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape of input/output tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape",
"ErrCode": "EZ0010",
"ErrMessage": "Parameters %s of %s have incorrect shapes %s. Reason: %s.",
"Arglist": "param_names, op_name, incorrect_shapes, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shapes of input/output tensors meet the relationship."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape_Dim",
"ErrCode": "EZ0011",
"ErrMessage": "Parameter %s of %s has incorrect shape dim %s. It should be %s.",
"Arglist": "param_name, op_name, incorrect_dim, correct_dim",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape dimension of input/output tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape_Dim",
"ErrCode": "EZ0012",
"ErrMessage": "Parameter %s of %s has incorrect shape dim %s. Reason: %s.",
"Arglist": "param_name, op_name, incorrect_dim, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape dimension of input/output tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape_Dim",
"ErrCode": "EZ0013",
"ErrMessage": "Parameters %s of %s have incorrect shape dims %s. Reason: %s.",
"Arglist": "param_names, op_name, incorrect_dims, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape dimensions of input/output tensors meet the relationship."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape_Size",
"ErrCode": "EZ0014",
"ErrMessage": "Parameter %s of %s has incorrect shape size %s. It should be %s.",
"Arglist": "param_name, op_name, incorrect_size, correct_size",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape size of input/output tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape_Size",
"ErrCode": "EZ0015",
"ErrMessage": "Parameter %s of %s has incorrect shape size %s. Reason: %s.",
"Arglist": "param_name, op_name, incorrect_size, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape size of input/output tensor meets the condition."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Shape_Size",
"ErrCode": "EZ0016",
"ErrMessage": "Parameters %s of %s have incorrect shape sizes %s. Reason: %s.",
"Arglist": "param_names, op_name, incorrect_sizes, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the shape sizes of input/output tensors meet the relationship."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Format",
"ErrCode": "EZ0017",
"ErrMessage": "Parameter %s of %s has incorrect format %s. It should be %s.",
"Arglist": "param_name, op_name, incorrect_format, correct_format",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the format of input/output tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Format",
"ErrCode": "EZ0035",
"ErrMessage": "Parameter %s of %s has incorrect format %s. Reason: %s.",
"Arglist": "param_name, op_name, incorrect_format, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the format of input/output tensor meet the condition."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Format",
"ErrCode": "EZ0018",
"ErrMessage": "Parameters %s of %s have incorrect formats %s. Reason: %s.",
"Arglist": "param_names, op_name, incorrect_formats, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the formats of input/output tensors meet the condition."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Dtype",
"ErrCode": "EZ0019",
"ErrMessage": "Parameter %s of %s has incorrect dtype %s. It should be %s.",
"Arglist": "param_name, op_name, incorrect_dtype, correct_dtype",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the dtype of input/output tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Dtype",
"ErrCode": "EZ0020",
"ErrMessage": "Parameter %s of %s has incorrect dtype %s. Reason: %s.",
"Arglist": "param_name, op_name, incorrect_dtype, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the dtype of input/output tensor meets the condition."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Dtype",
"ErrCode": "EZ0021",
"ErrMessage": "Parameters %s of %s have incorrect dtypes %s. Reason: %s.",
"Arglist": "param_names, op_name, incorrect_dtypes, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the dtypes of input/output tensors meet the condition."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument",
"ErrCode": "EZ0022",
"ErrMessage": "Parameter %s of %s has invalid tensor num %ld. It should be %s.",
"Arglist": "param_name, op_name, incorrect_num, correct_num",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the number of tensor in the input tensor list meets the condition."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument",
"ErrCode": "EZ0023",
"ErrMessage": "Parameters %s of %s have invalid tensor nums %s. Reason: %s.",
"Arglist": "param_names, op_name, incorrect_nums, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the number of tensors in the input tensor lists meets the conditions."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument",
"ErrCode": "EZ0024",
"ErrMessage": "Parameter %s of %s has incorrect value %s. It should be %s.",
"Arglist": "param_name, op_name, incorrect_value, correct_value",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the parameter value is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument",
"ErrCode": "EZ0025",
"ErrMessage": "Parameter %s of %s has invalid list size %s. It should be %s.",
"Arglist": "param_name, op_name, incorrect_size, correct_size",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the parameter list size is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument",
"ErrCode": "EZ0026",
"ErrMessage": "Parameter %s of %s has incorrect value %s. Reason: %s.",
"Arglist": "param_name, op_name, incorrect_value, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the parameter value is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument",
"ErrCode": "EZ0027",
"ErrMessage": "Parameters %s of %s have incorrect values %s. Reason: %s.",
"Arglist": "param_names, op_name, incorrect_values, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the parameter values meet the condition."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Tensor_Stride",
"ErrCode": "EZ0028",
"ErrMessage": "Parameter %s of %s has incorrect stride %s, it should be %s.",
"Arglist": "param_name, op_name, incorrect_stride, correct_stride",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the stride of input/output tensor is correct."
}
},
{
"errClass": "Operator Errors",
"errTitle": "File_Operation_Error_Invalid_Path",
"ErrCode": "EZ0029",
"ErrMessage": "Input path %s is invalid. Reason: %s.",
"Arglist": "file_path, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Try again with a valid path."
}
},
{
"errClass": "Operator Errors",
"errTitle": "File_Operation_Error_Open",
"ErrCode": "EZ0030",
"ErrMessage": "Failed to open file %s. Reason: %s.",
"Arglist": "file_path, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "1. Configure the file path correctly. \n2. Configure the file permissions correctly. \n3. Reinstall the package."
}
},
{
"errClass": "Operator Errors",
"errTitle": "File_Operation_Error_Parse",
"ErrCode": "EZ0031",
"ErrMessage": "Failed to parse file %s. Reason: %s.",
"Arglist": "file_name, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Modify the configuration file by referring to the specifications in the user guide."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Config_Error",
"ErrCode": "EZ0032",
"ErrMessage": "Value %s of configuration item %s in configuration file %s is invalid, it should be %s.",
"Arglist": "value, item, config_file, expect",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Modify the configuration file by referring to the specifications in the user guide."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Config_Error",
"ErrCode": "EZ0033",
"ErrMessage": "Value %s of configuration item %s in configuration file %s is invalid. Reason: %s.",
"Arglist": "value, item, config_file, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Modify the configuration file by referring to the specifications in the user guide."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Config_Error",
"ErrCode": "EZ0034",
"ErrMessage": "Values %s of configuration items %s in configuration file %s are invalid. Reason: %s.",
"Arglist": "values, items, config_file, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Modify the configuration file by referring to the specifications in the user guide."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument_Graph",
"ErrCode": "EZ0036",
"ErrMessage": "The input graph contains an invalid node %s. Reason: %s.",
"Arglist": "node_name, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "1. Refer to the official document for details about the dump graph. 2. Confirm and modify the input graph structure."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument",
"ErrCode": "EZ0037",
"ErrMessage": "Parameter %s of %s is invalid. Reason: %s.",
"Arglist": "arg_name, op_name, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the input/output tensor meets the condition."
}
},
{
"errClass": "Operator Errors",
"errTitle": "Invalid_Argument",
"ErrCode": "EZ0038",
"ErrMessage": "Parameter %s of %s has incorrect element nums %s. Reason: %s.",
"Arglist": "param_name, op_name, incorrect_size, reason",
"suggestion": {
"Possible Cause": "N/A",
"Solution": "Check whether the list size is correct."
}
}
]
}
)";
REG_FORMAT_ERROR_MSG(g_msg.c_str(), g_msg.length());
}
}
