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update OnnxMl.cs (#15702)

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liqun Fu 2023-04-28 11:20:29 -07:00 committed by GitHub
parent 29d13cea42
commit 2802c547a1
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2 changed files with 279 additions and 151 deletions
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152
csharp/test/Microsoft.ML.OnnxRuntime.Tests.Common/OnnxMl.cs
View file

@ -71,7 +71,7 @@ namespace Onnx {
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@ -81,46 +81,50 @@ namespace Onnx {
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"dGF0dXMSEAoMRVhQRVJJTUVOVEFMEAASCgoGU1RBQkxFEAFCAkgDYgZwcm90",
"bzM="));
descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData,
new pbr::FileDescriptor[] { },
new pbr::GeneratedClrTypeInfo(new[] {typeof(global::Onnx.Version), typeof(global::Onnx.OperatorStatus), }, null, new pbr::GeneratedClrTypeInfo[] {
@ -142,7 +146,7 @@ namespace Onnx {
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.TypeProto.Types.SparseTensor), global::Onnx.TypeProto.Types.SparseTensor.Parser, new[]{ "ElemType", "Shape" }, null, null, null, null),
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.TypeProto.Types.Opaque), global::Onnx.TypeProto.Types.Opaque.Parser, new[]{ "Domain", "Name" }, null, null, null, null)}),
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.OperatorSetIdProto), global::Onnx.OperatorSetIdProto.Parser, new[]{ "Domain", "Version" }, null, null, null, null),
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.FunctionProto), global::Onnx.FunctionProto.Parser, new[]{ "Name", "Input", "Output", "Attribute", "Node", "DocString", "OpsetImport", "Domain" }, null, null, null, null)
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.FunctionProto), global::Onnx.FunctionProto.Parser, new[]{ "Name", "Input", "Output", "Attribute", "AttributeProto", "Node", "DocString", "OpsetImport", "Domain" }, null, null, null, null)
}));
}
#endregion
@ -216,13 +220,19 @@ namespace Onnx {
/// </summary>
[pbr::OriginalName("IR_VERSION_2020_5_8")] IrVersion202058 = 7,
/// <summary>
/// IR VERSION 8 published on &lt;TBD>
/// IR VERSION 8 published on July 30, 2021
/// Introduce TypeProto.SparseTensor
/// Introduce TypeProto.Optional
/// Added a list of FunctionProtos local to the model
/// Deprecated since_version and operator status from FunctionProto
/// </summary>
[pbr::OriginalName("IR_VERSION")] IrVersion = 8,
[pbr::OriginalName("IR_VERSION_2021_7_30")] IrVersion2021730 = 8,
/// <summary>
/// IR VERSION 9 published on TBD
/// Added AttributeProto to FunctionProto so that default attribute values can be set.
/// Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ.
/// </summary>
[pbr::OriginalName("IR_VERSION")] IrVersion = 9,
}
/// <summary>
@ -3860,11 +3870,11 @@ namespace Onnx {
= pb::FieldCodec.ForInt32(42);
private readonly pbc::RepeatedField<int> int32Data_ = new pbc::RepeatedField<int>();
/// <summary>
/// For int32, uint8, int8, uint16, int16, bool, and float16 values
/// float16 values must be bit-wise converted to an uint16_t prior
/// For int32, uint8, int8, uint16, int16, bool, float8, and float16 values
/// float16 and float8 values must be bit-wise converted to an uint16_t prior
/// to writing to the buffer.
/// When this field is present, the data_type field MUST be
/// INT32, INT16, INT8, UINT16, UINT8, BOOL, FLOAT16 or BFLOAT16
/// INT32, INT16, INT8, UINT16, UINT8, BOOL, FLOAT16, BFLOAT16, FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ
/// </summary>
[global::System.Diagnostics.DebuggerNonUserCodeAttribute]
[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
@ -4486,6 +4496,27 @@ namespace Onnx {
/// This format has 1 sign bit, 8 exponent bits, and 7 mantissa bits.
/// </summary>
[pbr::OriginalName("BFLOAT16")] Bfloat16 = 16,
/// <summary>
/// Non-IEEE floating-point format based on papers
/// FP8 Formats for Deep Learning, https://arxiv.org/abs/2209.05433,
/// 8-bit Numerical Formats For Deep Neural Networks, https://arxiv.org/pdf/2206.02915.pdf.
/// Operators supported FP8 are Cast, CastLike, QuantizeLinear, DequantizeLinear.
/// The computation usually happens inside a block quantize / dequantize
/// fused by the runtime.
/// </summary>
[pbr::OriginalName("FLOAT8E4M3FN")] Float8E4M3Fn = 17,
/// <summary>
/// float 8, mostly used for coefficients, supports nan, not inf, no negative zero
/// </summary>
[pbr::OriginalName("FLOAT8E4M3FNUZ")] Float8E4M3Fnuz = 18,
/// <summary>
/// follows IEEE 754, supports nan, inf, mostly used for gradients
/// </summary>
[pbr::OriginalName("FLOAT8E5M2")] Float8E5M2 = 19,
/// <summary>
/// follows IEEE 754, supports nan, inf, mostly used for gradients, no negative zero
/// </summary>
[pbr::OriginalName("FLOAT8E5M2FNUZ")] Float8E5M2Fnuz = 20,
}
/// <summary>
@ -7743,6 +7774,7 @@ namespace Onnx {
input_ = other.input_.Clone();
output_ = other.output_.Clone();
attribute_ = other.attribute_.Clone();
attributeProto_ = other.attributeProto_.Clone();
node_ = other.node_.Clone();
docString_ = other.docString_;
opsetImport_ = other.opsetImport_.Clone();
@ -7804,7 +7836,8 @@ namespace Onnx {
= pb::FieldCodec.ForString(50);
private readonly pbc::RepeatedField<string> attribute_ = new pbc::RepeatedField<string>();
/// <summary>
/// The attributes of the function.
/// The attribute parameters of the function.
/// It is for function parameters without default values.
/// </summary>
[global::System.Diagnostics.DebuggerNonUserCodeAttribute]
[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
@ -7812,6 +7845,23 @@ namespace Onnx {
get { return attribute_; }
}
/// <summary>Field number for the "attribute_proto" field.</summary>
public const int AttributeProtoFieldNumber = 11;
private static readonly pb::FieldCodec<global::Onnx.AttributeProto> _repeated_attributeProto_codec
= pb::FieldCodec.ForMessage(90, global::Onnx.AttributeProto.Parser);
private readonly pbc::RepeatedField<global::Onnx.AttributeProto> attributeProto_ = new pbc::RepeatedField<global::Onnx.AttributeProto>();
/// <summary>
/// The attribute protos of the function.
/// It is for function attributes with default values.
/// A function attribute shall be represented either as
/// a string attribute or an AttributeProto, not both.
/// </summary>
[global::System.Diagnostics.DebuggerNonUserCodeAttribute]
[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
public pbc::RepeatedField<global::Onnx.AttributeProto> AttributeProto {
get { return attributeProto_; }
}
/// <summary>Field number for the "node" field.</summary>
public const int NodeFieldNumber = 7;
private static readonly pb::FieldCodec<global::Onnx.NodeProto> _repeated_node_codec
@ -7887,6 +7937,7 @@ namespace Onnx {
if(!input_.Equals(other.input_)) return false;
if(!output_.Equals(other.output_)) return false;
if(!attribute_.Equals(other.attribute_)) return false;
if(!attributeProto_.Equals(other.attributeProto_)) return false;
if(!node_.Equals(other.node_)) return false;
if (DocString != other.DocString) return false;
if(!opsetImport_.Equals(other.opsetImport_)) return false;
@ -7902,6 +7953,7 @@ namespace Onnx {
hash ^= input_.GetHashCode();
hash ^= output_.GetHashCode();
hash ^= attribute_.GetHashCode();
hash ^= attributeProto_.GetHashCode();
hash ^= node_.GetHashCode();
if (DocString.Length != 0) hash ^= DocString.GetHashCode();
hash ^= opsetImport_.GetHashCode();
@ -7941,6 +7993,7 @@ namespace Onnx {
output.WriteRawTag(82);
output.WriteString(Domain);
}
attributeProto_.WriteTo(output, _repeated_attributeProto_codec);
if (_unknownFields != null) {
_unknownFields.WriteTo(output);
}
@ -7968,6 +8021,7 @@ namespace Onnx {
output.WriteRawTag(82);
output.WriteString(Domain);
}
attributeProto_.WriteTo(ref output, _repeated_attributeProto_codec);
if (_unknownFields != null) {
_unknownFields.WriteTo(ref output);
}
@ -7984,6 +8038,7 @@ namespace Onnx {
size += input_.CalculateSize(_repeated_input_codec);
size += output_.CalculateSize(_repeated_output_codec);
size += attribute_.CalculateSize(_repeated_attribute_codec);
size += attributeProto_.CalculateSize(_repeated_attributeProto_codec);
size += node_.CalculateSize(_repeated_node_codec);
if (DocString.Length != 0) {
size += 1 + pb::CodedOutputStream.ComputeStringSize(DocString);
@ -8010,6 +8065,7 @@ namespace Onnx {
input_.Add(other.input_);
output_.Add(other.output_);
attribute_.Add(other.attribute_);
attributeProto_.Add(other.attributeProto_);
node_.Add(other.node_);
if (other.DocString.Length != 0) {
DocString = other.DocString;
@ -8065,6 +8121,10 @@ namespace Onnx {
Domain = input.ReadString();
break;
}
case 90: {
attributeProto_.AddEntriesFrom(input, _repeated_attributeProto_codec);
break;
}
}
}
#endif
@ -8112,6 +8172,10 @@ namespace Onnx {
Domain = input.ReadString();
break;
}
case 90: {
attributeProto_.AddEntriesFrom(ref input, _repeated_attributeProto_codec);
break;
}
}
}
}

278
csharp/tools/Microsoft.ML.OnnxRuntime.PerfTool/OnnxMl.cs
View file

@ -1,6 +1,6 @@
// <auto-generated>
// Generated by the protocol buffer compiler. DO NOT EDIT!
// source: onnx-ml.proto3
// source: onnx/onnx-ml.proto3
// </auto-generated>
#pragma warning disable 1591, 0612, 3021
#region Designer generated code
@ -11,11 +11,11 @@ using pbr = global::Google.Protobuf.Reflection;
using scg = global::System.Collections.Generic;
namespace Onnx {
/// <summary>Holder for reflection information generated from onnx-ml.proto3</summary>
/// <summary>Holder for reflection information generated from onnx/onnx-ml.proto3</summary>
public static partial class OnnxMlReflection {
#region Descriptor
/// <summary>File descriptor for onnx-ml.proto3</summary>
/// <summary>File descriptor for onnx/onnx-ml.proto3</summary>
public static pbr::FileDescriptor Descriptor {
get { return descriptor; }
}
@ -24,103 +24,107 @@ namespace Onnx {
static OnnxMlReflection() {
byte[] descriptorData = global::System.Convert.FromBase64String(
string.Concat(
"Cg5vbm54LW1sLnByb3RvMxIEb25ueCLMBQoOQXR0cmlidXRlUHJvdG8SDAoE",
"bmFtZRgBIAEoCRIVCg1yZWZfYXR0cl9uYW1lGBUgASgJEhIKCmRvY19zdHJp",
"bmcYDSABKAkSMAoEdHlwZRgUIAEoDjIiLm9ubnguQXR0cmlidXRlUHJvdG8u",
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"DBIcCgF0GAUgASgLMhEub25ueC5UZW5zb3JQcm90bxIbCgFnGAYgASgLMhAu",
"b25ueC5HcmFwaFByb3RvEi4KDXNwYXJzZV90ZW5zb3IYFiABKAsyFy5vbm54",
"LlNwYXJzZVRlbnNvclByb3RvEhsKAnRwGA4gASgLMg8ub25ueC5UeXBlUHJv",
"dG8SDgoGZmxvYXRzGAcgAygCEgwKBGludHMYCCADKAMSDwoHc3RyaW5ncxgJ",
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"aW4YASABKAkSDAoEbmFtZRgCIAEoCUIHCgV2YWx1ZSI1ChJPcGVyYXRvclNl",
"dElkUHJvdG8SDgoGZG9tYWluGAEgASgJEg8KB3ZlcnNpb24YAiABKAMilAIK",
"DUZ1bmN0aW9uUHJvdG8SDAoEbmFtZRgBIAEoCRINCgVpbnB1dBgEIAMoCRIO",
"CgZvdXRwdXQYBSADKAkSEQoJYXR0cmlidXRlGAYgAygJEi0KD2F0dHJpYnV0",
"ZV9wcm90bxgLIAMoCzIULm9ubnguQXR0cmlidXRlUHJvdG8SHQoEbm9kZRgH",
"IAMoCzIPLm9ubnguTm9kZVByb3RvEhIKCmRvY19zdHJpbmcYCCABKAkSLgoM",
"b3BzZXRfaW1wb3J0GAkgAygLMhgub25ueC5PcGVyYXRvclNldElkUHJvdG8S",
"DgoGZG9tYWluGAogASgJSgQIAhADSgQIAxAEUg1zaW5jZV92ZXJzaW9uUgZz",
"dGF0dXMq/gEKB1ZlcnNpb24SEgoOX1NUQVJUX1ZFUlNJT04QABIZChVJUl9W",
"RVJTSU9OXzIwMTdfMTBfMTAQARIZChVJUl9WRVJTSU9OXzIwMTdfMTBfMzAQ",
"AhIYChRJUl9WRVJTSU9OXzIwMTdfMTFfMxADEhgKFElSX1ZFUlNJT05fMjAx",
"OV8xXzIyEAQSGAoUSVJfVkVSU0lPTl8yMDE5XzNfMTgQBRIYChRJUl9WRVJT",
"SU9OXzIwMTlfOV8xORAGEhcKE0lSX1ZFUlNJT05fMjAyMF81XzgQBxIYChRJ",
"Ul9WRVJTSU9OXzIwMjFfN18zMBAIEg4KCklSX1ZFUlNJT04QCSouCg5PcGVy",
"YXRvclN0YXR1cxIQCgxFWFBFUklNRU5UQUwQABIKCgZTVEFCTEUQAUICSANi",
"BnByb3RvMw=="));
descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData,
new pbr::FileDescriptor[] { },
new pbr::GeneratedClrTypeInfo(new[] {typeof(global::Onnx.Version), typeof(global::Onnx.OperatorStatus), }, null, new pbr::GeneratedClrTypeInfo[] {
@ -142,7 +146,7 @@ namespace Onnx {
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.TypeProto.Types.SparseTensor), global::Onnx.TypeProto.Types.SparseTensor.Parser, new[]{ "ElemType", "Shape" }, null, null, null, null),
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.TypeProto.Types.Opaque), global::Onnx.TypeProto.Types.Opaque.Parser, new[]{ "Domain", "Name" }, null, null, null, null)}),
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.OperatorSetIdProto), global::Onnx.OperatorSetIdProto.Parser, new[]{ "Domain", "Version" }, null, null, null, null),
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.FunctionProto), global::Onnx.FunctionProto.Parser, new[]{ "Name", "Input", "Output", "Attribute", "Node", "DocString", "OpsetImport", "Domain" }, null, null, null, null)
new pbr::GeneratedClrTypeInfo(typeof(global::Onnx.FunctionProto), global::Onnx.FunctionProto.Parser, new[]{ "Name", "Input", "Output", "Attribute", "AttributeProto", "Node", "DocString", "OpsetImport", "Domain" }, null, null, null, null)
}));
}
#endregion
@ -216,13 +220,19 @@ namespace Onnx {
/// </summary>
[pbr::OriginalName("IR_VERSION_2020_5_8")] IrVersion202058 = 7,
/// <summary>
/// IR VERSION 8 published on &lt;TBD>
/// IR VERSION 8 published on July 30, 2021
/// Introduce TypeProto.SparseTensor
/// Introduce TypeProto.Optional
/// Added a list of FunctionProtos local to the model
/// Deprecated since_version and operator status from FunctionProto
/// </summary>
[pbr::OriginalName("IR_VERSION")] IrVersion = 8,
[pbr::OriginalName("IR_VERSION_2021_7_30")] IrVersion2021730 = 8,
/// <summary>
/// IR VERSION 9 published on TBD
/// Added AttributeProto to FunctionProto so that default attribute values can be set.
/// Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ.
/// </summary>
[pbr::OriginalName("IR_VERSION")] IrVersion = 9,
}
/// <summary>
@ -3860,11 +3870,11 @@ namespace Onnx {
= pb::FieldCodec.ForInt32(42);
private readonly pbc::RepeatedField<int> int32Data_ = new pbc::RepeatedField<int>();
/// <summary>
/// For int32, uint8, int8, uint16, int16, bool, and float16 values
/// float16 values must be bit-wise converted to an uint16_t prior
/// For int32, uint8, int8, uint16, int16, bool, float8, and float16 values
/// float16 and float8 values must be bit-wise converted to an uint16_t prior
/// to writing to the buffer.
/// When this field is present, the data_type field MUST be
/// INT32, INT16, INT8, UINT16, UINT8, BOOL, or FLOAT16
/// INT32, INT16, INT8, UINT16, UINT8, BOOL, FLOAT16, BFLOAT16, FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ
/// </summary>
[global::System.Diagnostics.DebuggerNonUserCodeAttribute]
[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
@ -4486,6 +4496,27 @@ namespace Onnx {
/// This format has 1 sign bit, 8 exponent bits, and 7 mantissa bits.
/// </summary>
[pbr::OriginalName("BFLOAT16")] Bfloat16 = 16,
/// <summary>
/// Non-IEEE floating-point format based on papers
/// FP8 Formats for Deep Learning, https://arxiv.org/abs/2209.05433,
/// 8-bit Numerical Formats For Deep Neural Networks, https://arxiv.org/pdf/2206.02915.pdf.
/// Operators supported FP8 are Cast, CastLike, QuantizeLinear, DequantizeLinear.
/// The computation usually happens inside a block quantize / dequantize
/// fused by the runtime.
/// </summary>
[pbr::OriginalName("FLOAT8E4M3FN")] Float8E4M3Fn = 17,
/// <summary>
/// float 8, mostly used for coefficients, supports nan, not inf, no negative zero
/// </summary>
[pbr::OriginalName("FLOAT8E4M3FNUZ")] Float8E4M3Fnuz = 18,
/// <summary>
/// follows IEEE 754, supports nan, inf, mostly used for gradients
/// </summary>
[pbr::OriginalName("FLOAT8E5M2")] Float8E5M2 = 19,
/// <summary>
/// follows IEEE 754, supports nan, inf, mostly used for gradients, no negative zero
/// </summary>
[pbr::OriginalName("FLOAT8E5M2FNUZ")] Float8E5M2Fnuz = 20,
}
/// <summary>
@ -7743,6 +7774,7 @@ namespace Onnx {
input_ = other.input_.Clone();
output_ = other.output_.Clone();
attribute_ = other.attribute_.Clone();
attributeProto_ = other.attributeProto_.Clone();
node_ = other.node_.Clone();
docString_ = other.docString_;
opsetImport_ = other.opsetImport_.Clone();
@ -7804,7 +7836,8 @@ namespace Onnx {
= pb::FieldCodec.ForString(50);
private readonly pbc::RepeatedField<string> attribute_ = new pbc::RepeatedField<string>();
/// <summary>
/// The attributes of the function.
/// The attribute parameters of the function.
/// It is for function parameters without default values.
/// </summary>
[global::System.Diagnostics.DebuggerNonUserCodeAttribute]
[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
@ -7812,6 +7845,23 @@ namespace Onnx {
get { return attribute_; }
}
/// <summary>Field number for the "attribute_proto" field.</summary>
public const int AttributeProtoFieldNumber = 11;
private static readonly pb::FieldCodec<global::Onnx.AttributeProto> _repeated_attributeProto_codec
= pb::FieldCodec.ForMessage(90, global::Onnx.AttributeProto.Parser);
private readonly pbc::RepeatedField<global::Onnx.AttributeProto> attributeProto_ = new pbc::RepeatedField<global::Onnx.AttributeProto>();
/// <summary>
/// The attribute protos of the function.
/// It is for function attributes with default values.
/// A function attribute shall be represented either as
/// a string attribute or an AttributeProto, not both.
/// </summary>
[global::System.Diagnostics.DebuggerNonUserCodeAttribute]
[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
public pbc::RepeatedField<global::Onnx.AttributeProto> AttributeProto {
get { return attributeProto_; }
}
/// <summary>Field number for the "node" field.</summary>
public const int NodeFieldNumber = 7;
private static readonly pb::FieldCodec<global::Onnx.NodeProto> _repeated_node_codec
@ -7887,6 +7937,7 @@ namespace Onnx {
if(!input_.Equals(other.input_)) return false;
if(!output_.Equals(other.output_)) return false;
if(!attribute_.Equals(other.attribute_)) return false;
if(!attributeProto_.Equals(other.attributeProto_)) return false;
if(!node_.Equals(other.node_)) return false;
if (DocString != other.DocString) return false;
if(!opsetImport_.Equals(other.opsetImport_)) return false;
@ -7902,6 +7953,7 @@ namespace Onnx {
hash ^= input_.GetHashCode();
hash ^= output_.GetHashCode();
hash ^= attribute_.GetHashCode();
hash ^= attributeProto_.GetHashCode();
hash ^= node_.GetHashCode();
if (DocString.Length != 0) hash ^= DocString.GetHashCode();
hash ^= opsetImport_.GetHashCode();
@ -7941,6 +7993,7 @@ namespace Onnx {
output.WriteRawTag(82);
output.WriteString(Domain);
}
attributeProto_.WriteTo(output, _repeated_attributeProto_codec);
if (_unknownFields != null) {
_unknownFields.WriteTo(output);
}
@ -7968,6 +8021,7 @@ namespace Onnx {
output.WriteRawTag(82);
output.WriteString(Domain);
}
attributeProto_.WriteTo(ref output, _repeated_attributeProto_codec);
if (_unknownFields != null) {
_unknownFields.WriteTo(ref output);
}
@ -7984,6 +8038,7 @@ namespace Onnx {
size += input_.CalculateSize(_repeated_input_codec);
size += output_.CalculateSize(_repeated_output_codec);
size += attribute_.CalculateSize(_repeated_attribute_codec);
size += attributeProto_.CalculateSize(_repeated_attributeProto_codec);
size += node_.CalculateSize(_repeated_node_codec);
if (DocString.Length != 0) {
size += 1 + pb::CodedOutputStream.ComputeStringSize(DocString);
@ -8010,6 +8065,7 @@ namespace Onnx {
input_.Add(other.input_);
output_.Add(other.output_);
attribute_.Add(other.attribute_);
attributeProto_.Add(other.attributeProto_);
node_.Add(other.node_);
if (other.DocString.Length != 0) {
DocString = other.DocString;
@ -8065,6 +8121,10 @@ namespace Onnx {
Domain = input.ReadString();
break;
}
case 90: {
attributeProto_.AddEntriesFrom(input, _repeated_attributeProto_codec);
break;
}
}
}
#endif
@ -8112,6 +8172,10 @@ namespace Onnx {
Domain = input.ReadString();
break;
}
case 90: {
attributeProto_.AddEntriesFrom(ref input, _repeated_attributeProto_codec);
break;
}
}
}
}