diff --git a/csharp/test/Microsoft.ML.OnnxRuntime.Tests.Common/OnnxMl.cs b/csharp/test/Microsoft.ML.OnnxRuntime.Tests.Common/OnnxMl.cs
index 72686b3775..510097e2f4 100644
--- a/csharp/test/Microsoft.ML.OnnxRuntime.Tests.Common/OnnxMl.cs
+++ b/csharp/test/Microsoft.ML.OnnxRuntime.Tests.Common/OnnxMl.cs
@@ -71,7 +71,7 @@ namespace Onnx {
"X2luZm8YDSADKAsyFC5vbm54LlZhbHVlSW5mb1Byb3RvEjcKF3F1YW50aXph",
"dGlvbl9hbm5vdGF0aW9uGA4gAygLMhYub25ueC5UZW5zb3JBbm5vdGF0aW9u",
"SgQIAxAESgQIBBAFSgQIBhAKUgppcl92ZXJzaW9uUhBwcm9kdWNlcl92ZXJz",
- "aW9uUgxwcm9kdWNlcl90YWdSBmRvbWFpbiK4BQoLVGVuc29yUHJvdG8SDAoE",
+ "aW9uUgxwcm9kdWNlcl90YWdSBmRvbWFpbiKCBgoLVGVuc29yUHJvdG8SDAoE",
"ZGltcxgBIAMoAxIRCglkYXRhX3R5cGUYAiABKAUSKgoHc2VnbWVudBgDIAEo",
"CzIZLm9ubnguVGVuc29yUHJvdG8uU2VnbWVudBIWCgpmbG9hdF9kYXRhGAQg",
"AygCQgIQARIWCgppbnQzMl9kYXRhGAUgAygFQgIQARITCgtzdHJpbmdfZGF0",
@@ -81,46 +81,50 @@ namespace Onnx {
"bxI1Cg1kYXRhX2xvY2F0aW9uGA4gASgOMh4ub25ueC5UZW5zb3JQcm90by5E",
"YXRhTG9jYXRpb24SFwoLZG91YmxlX2RhdGEYCiADKAFCAhABEhcKC3VpbnQ2",
"NF9kYXRhGAsgAygEQgIQARolCgdTZWdtZW50Eg0KBWJlZ2luGAEgASgDEgsK",
- "A2VuZBgCIAEoAyLaAQoIRGF0YVR5cGUSDQoJVU5ERUZJTkVEEAASCQoFRkxP",
+ "A2VuZBgCIAEoAyKkAgoIRGF0YVR5cGUSDQoJVU5ERUZJTkVEEAASCQoFRkxP",
"QVQQARIJCgVVSU5UOBACEggKBElOVDgQAxIKCgZVSU5UMTYQBBIJCgVJTlQx",
"NhAFEgkKBUlOVDMyEAYSCQoFSU5UNjQQBxIKCgZTVFJJTkcQCBIICgRCT09M",
"EAkSCwoHRkxPQVQxNhAKEgoKBkRPVUJMRRALEgoKBlVJTlQzMhAMEgoKBlVJ",
"TlQ2NBANEg0KCUNPTVBMRVg2NBAOEg4KCkNPTVBMRVgxMjgQDxIMCghCRkxP",
- "QVQxNhAQIikKDERhdGFMb2NhdGlvbhILCgdERUZBVUxUEAASDAoIRVhURVJO",
- "QUwQASJoChFTcGFyc2VUZW5zb3JQcm90bxIhCgZ2YWx1ZXMYASABKAsyES5v",
- "bm54LlRlbnNvclByb3RvEiIKB2luZGljZXMYAiABKAsyES5vbm54LlRlbnNv",
- "clByb3RvEgwKBGRpbXMYAyADKAMilQEKEFRlbnNvclNoYXBlUHJvdG8SLQoD",
- "ZGltGAEgAygLMiAub25ueC5UZW5zb3JTaGFwZVByb3RvLkRpbWVuc2lvbhpS",
- "CglEaW1lbnNpb24SEwoJZGltX3ZhbHVlGAEgASgDSAASEwoJZGltX3BhcmFt",
- "GAIgASgJSAASEgoKZGVub3RhdGlvbhgDIAEoCUIHCgV2YWx1ZSKlBQoJVHlw",
- "ZVByb3RvEi0KC3RlbnNvcl90eXBlGAEgASgLMhYub25ueC5UeXBlUHJvdG8u",
- "VGVuc29ySAASMQoNc2VxdWVuY2VfdHlwZRgEIAEoCzIYLm9ubnguVHlwZVBy",
- "b3RvLlNlcXVlbmNlSAASJwoIbWFwX3R5cGUYBSABKAsyEy5vbm54LlR5cGVQ",
- "cm90by5NYXBIABIxCg1vcHRpb25hbF90eXBlGAkgASgLMhgub25ueC5UeXBl",
- "UHJvdG8uT3B0aW9uYWxIABI6ChJzcGFyc2VfdGVuc29yX3R5cGUYCCABKAsy",
- "HC5vbm54LlR5cGVQcm90by5TcGFyc2VUZW5zb3JIABItCgtvcGFxdWVfdHlw",
- "ZRgHIAEoCzIWLm9ubnguVHlwZVByb3RvLk9wYXF1ZUgAEhIKCmRlbm90YXRp",
- "b24YBiABKAkaQgoGVGVuc29yEhEKCWVsZW1fdHlwZRgBIAEoBRIlCgVzaGFw",
- "ZRgCIAEoCzIWLm9ubnguVGVuc29yU2hhcGVQcm90bxouCghTZXF1ZW5jZRIi",
- "CgllbGVtX3R5cGUYASABKAsyDy5vbm54LlR5cGVQcm90bxo8CgNNYXASEAoI",
- "a2V5X3R5cGUYASABKAUSIwoKdmFsdWVfdHlwZRgCIAEoCzIPLm9ubnguVHlw",
- "ZVByb3RvGi4KCE9wdGlvbmFsEiIKCWVsZW1fdHlwZRgBIAEoCzIPLm9ubngu",
- "VHlwZVByb3RvGkgKDFNwYXJzZVRlbnNvchIRCgllbGVtX3R5cGUYASABKAUS",
- "JQoFc2hhcGUYAiABKAsyFi5vbm54LlRlbnNvclNoYXBlUHJvdG8aJgoGT3Bh",
- "cXVlEg4KBmRvbWFpbhgBIAEoCRIMCgRuYW1lGAIgASgJQgcKBXZhbHVlIjUK",
- "Ek9wZXJhdG9yU2V0SWRQcm90bxIOCgZkb21haW4YASABKAkSDwoHdmVyc2lv",
- "bhgCIAEoAyLlAQoNRnVuY3Rpb25Qcm90bxIMCgRuYW1lGAEgASgJEg0KBWlu",
- "cHV0GAQgAygJEg4KBm91dHB1dBgFIAMoCRIRCglhdHRyaWJ1dGUYBiADKAkS",
- "HQoEbm9kZRgHIAMoCzIPLm9ubnguTm9kZVByb3RvEhIKCmRvY19zdHJpbmcY",
- "CCABKAkSLgoMb3BzZXRfaW1wb3J0GAkgAygLMhgub25ueC5PcGVyYXRvclNl",
- "dElkUHJvdG8SDgoGZG9tYWluGAogASgJSgQIAhADSgQIAxAEUg1zaW5jZV92",
- "ZXJzaW9uUgZzdGF0dXMq5AEKB1ZlcnNpb24SEgoOX1NUQVJUX1ZFUlNJT04Q",
- "ABIZChVJUl9WRVJTSU9OXzIwMTdfMTBfMTAQARIZChVJUl9WRVJTSU9OXzIw",
- "MTdfMTBfMzAQAhIYChRJUl9WRVJTSU9OXzIwMTdfMTFfMxADEhgKFElSX1ZF",
- "UlNJT05fMjAxOV8xXzIyEAQSGAoUSVJfVkVSU0lPTl8yMDE5XzNfMTgQBRIY",
- "ChRJUl9WRVJTSU9OXzIwMTlfOV8xORAGEhcKE0lSX1ZFUlNJT05fMjAyMF81",
- "XzgQBxIOCgpJUl9WRVJTSU9OEAgqLgoOT3BlcmF0b3JTdGF0dXMSEAoMRVhQ",
- "RVJJTUVOVEFMEAASCgoGU1RBQkxFEAFCAkgDYgZwcm90bzM="));
+ "QVQxNhAQEhAKDEZMT0FUOEU0TTNGThAREhIKDkZMT0FUOEU0TTNGTlVaEBIS",
+ "DgoKRkxPQVQ4RTVNMhATEhIKDkZMT0FUOEU1TTJGTlVaEBQiKQoMRGF0YUxv",
+ "Y2F0aW9uEgsKB0RFRkFVTFQQABIMCghFWFRFUk5BTBABImgKEVNwYXJzZVRl",
+ "bnNvclByb3RvEiEKBnZhbHVlcxgBIAEoCzIRLm9ubnguVGVuc29yUHJvdG8S",
+ "IgoHaW5kaWNlcxgCIAEoCzIRLm9ubnguVGVuc29yUHJvdG8SDAoEZGltcxgD",
+ "IAMoAyKVAQoQVGVuc29yU2hhcGVQcm90bxItCgNkaW0YASADKAsyIC5vbm54",
+ "LlRlbnNvclNoYXBlUHJvdG8uRGltZW5zaW9uGlIKCURpbWVuc2lvbhITCglk",
+ "aW1fdmFsdWUYASABKANIABITCglkaW1fcGFyYW0YAiABKAlIABISCgpkZW5v",
+ "dGF0aW9uGAMgASgJQgcKBXZhbHVlIqUFCglUeXBlUHJvdG8SLQoLdGVuc29y",
+ "X3R5cGUYASABKAsyFi5vbm54LlR5cGVQcm90by5UZW5zb3JIABIxCg1zZXF1",
+ "ZW5jZV90eXBlGAQgASgLMhgub25ueC5UeXBlUHJvdG8uU2VxdWVuY2VIABIn",
+ "CghtYXBfdHlwZRgFIAEoCzITLm9ubnguVHlwZVByb3RvLk1hcEgAEjEKDW9w",
+ "dGlvbmFsX3R5cGUYCSABKAsyGC5vbm54LlR5cGVQcm90by5PcHRpb25hbEgA",
+ "EjoKEnNwYXJzZV90ZW5zb3JfdHlwZRgIIAEoCzIcLm9ubnguVHlwZVByb3Rv",
+ "LlNwYXJzZVRlbnNvckgAEi0KC29wYXF1ZV90eXBlGAcgASgLMhYub25ueC5U",
+ "eXBlUHJvdG8uT3BhcXVlSAASEgoKZGVub3RhdGlvbhgGIAEoCRpCCgZUZW5z",
+ "b3ISEQoJZWxlbV90eXBlGAEgASgFEiUKBXNoYXBlGAIgASgLMhYub25ueC5U",
+ "ZW5zb3JTaGFwZVByb3RvGi4KCFNlcXVlbmNlEiIKCWVsZW1fdHlwZRgBIAEo",
+ "CzIPLm9ubnguVHlwZVByb3RvGjwKA01hcBIQCghrZXlfdHlwZRgBIAEoBRIj",
+ "Cgp2YWx1ZV90eXBlGAIgASgLMg8ub25ueC5UeXBlUHJvdG8aLgoIT3B0aW9u",
+ "YWwSIgoJZWxlbV90eXBlGAEgASgLMg8ub25ueC5UeXBlUHJvdG8aSAoMU3Bh",
+ "cnNlVGVuc29yEhEKCWVsZW1fdHlwZRgBIAEoBRIlCgVzaGFwZRgCIAEoCzIW",
+ "Lm9ubnguVGVuc29yU2hhcGVQcm90bxomCgZPcGFxdWUSDgoGZG9tYWluGAEg",
+ "ASgJEgwKBG5hbWUYAiABKAlCBwoFdmFsdWUiNQoST3BlcmF0b3JTZXRJZFBy",
+ "b3RvEg4KBmRvbWFpbhgBIAEoCRIPCgd2ZXJzaW9uGAIgASgDIpQCCg1GdW5j",
+ "dGlvblByb3RvEgwKBG5hbWUYASABKAkSDQoFaW5wdXQYBCADKAkSDgoGb3V0",
+ "cHV0GAUgAygJEhEKCWF0dHJpYnV0ZRgGIAMoCRItCg9hdHRyaWJ1dGVfcHJv",
+ "dG8YCyADKAsyFC5vbm54LkF0dHJpYnV0ZVByb3RvEh0KBG5vZGUYByADKAsy",
+ "Dy5vbm54Lk5vZGVQcm90bxISCgpkb2Nfc3RyaW5nGAggASgJEi4KDG9wc2V0",
+ "X2ltcG9ydBgJIAMoCzIYLm9ubnguT3BlcmF0b3JTZXRJZFByb3RvEg4KBmRv",
+ "bWFpbhgKIAEoCUoECAIQA0oECAMQBFINc2luY2VfdmVyc2lvblIGc3RhdHVz",
+ "Kv4BCgdWZXJzaW9uEhIKDl9TVEFSVF9WRVJTSU9OEAASGQoVSVJfVkVSU0lP",
+ "Tl8yMDE3XzEwXzEwEAESGQoVSVJfVkVSU0lPTl8yMDE3XzEwXzMwEAISGAoU",
+ "SVJfVkVSU0lPTl8yMDE3XzExXzMQAxIYChRJUl9WRVJTSU9OXzIwMTlfMV8y",
+ "MhAEEhgKFElSX1ZFUlNJT05fMjAxOV8zXzE4EAUSGAoUSVJfVkVSU0lPTl8y",
+ "MDE5XzlfMTkQBhIXChNJUl9WRVJTSU9OXzIwMjBfNV84EAcSGAoUSVJfVkVS",
+ "U0lPTl8yMDIxXzdfMzAQCBIOCgpJUl9WRVJTSU9OEAkqLgoOT3BlcmF0b3JT",
+ "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 {
///
[pbr::OriginalName("IR_VERSION_2020_5_8")] IrVersion202058 = 7,
///
- /// IR VERSION 8 published on <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
///
- [pbr::OriginalName("IR_VERSION")] IrVersion = 8,
+ [pbr::OriginalName("IR_VERSION_2021_7_30")] IrVersion2021730 = 8,
+ ///
+ /// IR VERSION 9 published on TBD
+ /// Added AttributeProto to FunctionProto so that default attribute values can be set.
+ /// Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ.
+ ///
+ [pbr::OriginalName("IR_VERSION")] IrVersion = 9,
}
///
@@ -3860,11 +3870,11 @@ namespace Onnx {
= pb::FieldCodec.ForInt32(42);
private readonly pbc::RepeatedField int32Data_ = new pbc::RepeatedField();
///
- /// 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
///
[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.
///
[pbr::OriginalName("BFLOAT16")] Bfloat16 = 16,
+ ///
+ /// 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.
+ ///
+ [pbr::OriginalName("FLOAT8E4M3FN")] Float8E4M3Fn = 17,
+ ///
+ /// float 8, mostly used for coefficients, supports nan, not inf, no negative zero
+ ///
+ [pbr::OriginalName("FLOAT8E4M3FNUZ")] Float8E4M3Fnuz = 18,
+ ///
+ /// follows IEEE 754, supports nan, inf, mostly used for gradients
+ ///
+ [pbr::OriginalName("FLOAT8E5M2")] Float8E5M2 = 19,
+ ///
+ /// follows IEEE 754, supports nan, inf, mostly used for gradients, no negative zero
+ ///
+ [pbr::OriginalName("FLOAT8E5M2FNUZ")] Float8E5M2Fnuz = 20,
}
///
@@ -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 attribute_ = new pbc::RepeatedField();
///
- /// The attributes of the function.
+ /// The attribute parameters of the function.
+ /// It is for function parameters without default values.
///
[global::System.Diagnostics.DebuggerNonUserCodeAttribute]
[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
@@ -7812,6 +7845,23 @@ namespace Onnx {
get { return attribute_; }
}
+ /// Field number for the "attribute_proto" field.
+ public const int AttributeProtoFieldNumber = 11;
+ private static readonly pb::FieldCodec _repeated_attributeProto_codec
+ = pb::FieldCodec.ForMessage(90, global::Onnx.AttributeProto.Parser);
+ private readonly pbc::RepeatedField attributeProto_ = new pbc::RepeatedField();
+ ///
+ /// 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.
+ ///
+ [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+ [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
+ public pbc::RepeatedField AttributeProto {
+ get { return attributeProto_; }
+ }
+
/// Field number for the "node" field.
public const int NodeFieldNumber = 7;
private static readonly pb::FieldCodec _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;
+ }
}
}
}
diff --git a/csharp/tools/Microsoft.ML.OnnxRuntime.PerfTool/OnnxMl.cs b/csharp/tools/Microsoft.ML.OnnxRuntime.PerfTool/OnnxMl.cs
index 8805b95839..9ee5e44a35 100644
--- a/csharp/tools/Microsoft.ML.OnnxRuntime.PerfTool/OnnxMl.cs
+++ b/csharp/tools/Microsoft.ML.OnnxRuntime.PerfTool/OnnxMl.cs
@@ -1,6 +1,6 @@
//
// Generated by the protocol buffer compiler. DO NOT EDIT!
-// source: onnx-ml.proto3
+// source: onnx/onnx-ml.proto3
//
#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 {
- /// Holder for reflection information generated from onnx-ml.proto3
+ /// Holder for reflection information generated from onnx/onnx-ml.proto3
public static partial class OnnxMlReflection {
#region Descriptor
- /// File descriptor for onnx-ml.proto3
+ /// File descriptor for onnx/onnx-ml.proto3
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",
- "QXR0cmlidXRlVHlwZRIJCgFmGAIgASgCEgkKAWkYAyABKAMSCQoBcxgEIAEo",
- "DBIcCgF0GAUgASgLMhEub25ueC5UZW5zb3JQcm90bxIbCgFnGAYgASgLMhAu",
- "b25ueC5HcmFwaFByb3RvEi4KDXNwYXJzZV90ZW5zb3IYFiABKAsyFy5vbm54",
- "LlNwYXJzZVRlbnNvclByb3RvEhsKAnRwGA4gASgLMg8ub25ueC5UeXBlUHJv",
- "dG8SDgoGZmxvYXRzGAcgAygCEgwKBGludHMYCCADKAMSDwoHc3RyaW5ncxgJ",
- "IAMoDBIiCgd0ZW5zb3JzGAogAygLMhEub25ueC5UZW5zb3JQcm90bxIgCgZn",
- "cmFwaHMYCyADKAsyEC5vbm54LkdyYXBoUHJvdG8SLwoOc3BhcnNlX3RlbnNv",
- "cnMYFyADKAsyFy5vbm54LlNwYXJzZVRlbnNvclByb3RvEiQKC3R5cGVfcHJv",
- "dG9zGA8gAygLMg8ub25ueC5UeXBlUHJvdG8i2QEKDUF0dHJpYnV0ZVR5cGUS",
- "DQoJVU5ERUZJTkVEEAASCQoFRkxPQVQQARIHCgNJTlQQAhIKCgZTVFJJTkcQ",
- "AxIKCgZURU5TT1IQBBIJCgVHUkFQSBAFEhEKDVNQQVJTRV9URU5TT1IQCxIO",
- "CgpUWVBFX1BST1RPEA0SCgoGRkxPQVRTEAYSCAoESU5UUxAHEgsKB1NUUklO",
- "R1MQCBILCgdURU5TT1JTEAkSCgoGR1JBUEhTEAoSEgoOU1BBUlNFX1RFTlNP",
- "UlMQDBIPCgtUWVBFX1BST1RPUxAOIlEKDlZhbHVlSW5mb1Byb3RvEgwKBG5h",
- "bWUYASABKAkSHQoEdHlwZRgCIAEoCzIPLm9ubnguVHlwZVByb3RvEhIKCmRv",
- "Y19zdHJpbmcYAyABKAkilgEKCU5vZGVQcm90bxINCgVpbnB1dBgBIAMoCRIO",
- "CgZvdXRwdXQYAiADKAkSDAoEbmFtZRgDIAEoCRIPCgdvcF90eXBlGAQgASgJ",
- "Eg4KBmRvbWFpbhgHIAEoCRInCglhdHRyaWJ1dGUYBSADKAsyFC5vbm54LkF0",
- "dHJpYnV0ZVByb3RvEhIKCmRvY19zdHJpbmcYBiABKAki1gEKEVRyYWluaW5n",
- "SW5mb1Byb3RvEigKDmluaXRpYWxpemF0aW9uGAEgASgLMhAub25ueC5HcmFw",
- "aFByb3RvEiMKCWFsZ29yaXRobRgCIAEoCzIQLm9ubnguR3JhcGhQcm90bxI8",
- "ChZpbml0aWFsaXphdGlvbl9iaW5kaW5nGAMgAygLMhwub25ueC5TdHJpbmdT",
- "dHJpbmdFbnRyeVByb3RvEjQKDnVwZGF0ZV9iaW5kaW5nGAQgAygLMhwub25u",
- "eC5TdHJpbmdTdHJpbmdFbnRyeVByb3RvIusCCgpNb2RlbFByb3RvEhIKCmly",
- "X3ZlcnNpb24YASABKAMSLgoMb3BzZXRfaW1wb3J0GAggAygLMhgub25ueC5P",
- "cGVyYXRvclNldElkUHJvdG8SFQoNcHJvZHVjZXJfbmFtZRgCIAEoCRIYChBw",
- "cm9kdWNlcl92ZXJzaW9uGAMgASgJEg4KBmRvbWFpbhgEIAEoCRIVCg1tb2Rl",
- "bF92ZXJzaW9uGAUgASgDEhIKCmRvY19zdHJpbmcYBiABKAkSHwoFZ3JhcGgY",
- "ByABKAsyEC5vbm54LkdyYXBoUHJvdG8SNAoObWV0YWRhdGFfcHJvcHMYDiAD",
- "KAsyHC5vbm54LlN0cmluZ1N0cmluZ0VudHJ5UHJvdG8SLgoNdHJhaW5pbmdf",
- "aW5mbxgUIAMoCzIXLm9ubnguVHJhaW5pbmdJbmZvUHJvdG8SJgoJZnVuY3Rp",
- "b25zGBkgAygLMhMub25ueC5GdW5jdGlvblByb3RvIjQKFlN0cmluZ1N0cmlu",
- "Z0VudHJ5UHJvdG8SCwoDa2V5GAEgASgJEg0KBXZhbHVlGAIgASgJImsKEFRl",
- "bnNvckFubm90YXRpb24SEwoLdGVuc29yX25hbWUYASABKAkSQgoccXVhbnRf",
- "cGFyYW1ldGVyX3RlbnNvcl9uYW1lcxgCIAMoCzIcLm9ubnguU3RyaW5nU3Ry",
- "aW5nRW50cnlQcm90byKeAwoKR3JhcGhQcm90bxIdCgRub2RlGAEgAygLMg8u",
- "b25ueC5Ob2RlUHJvdG8SDAoEbmFtZRgCIAEoCRImCgtpbml0aWFsaXplchgF",
- "IAMoCzIRLm9ubnguVGVuc29yUHJvdG8SMwoSc3BhcnNlX2luaXRpYWxpemVy",
- "GA8gAygLMhcub25ueC5TcGFyc2VUZW5zb3JQcm90bxISCgpkb2Nfc3RyaW5n",
- "GAogASgJEiMKBWlucHV0GAsgAygLMhQub25ueC5WYWx1ZUluZm9Qcm90bxIk",
- "CgZvdXRwdXQYDCADKAsyFC5vbm54LlZhbHVlSW5mb1Byb3RvEigKCnZhbHVl",
- "X2luZm8YDSADKAsyFC5vbm54LlZhbHVlSW5mb1Byb3RvEjcKF3F1YW50aXph",
- "dGlvbl9hbm5vdGF0aW9uGA4gAygLMhYub25ueC5UZW5zb3JBbm5vdGF0aW9u",
- "SgQIAxAESgQIBBAFSgQIBhAKUgppcl92ZXJzaW9uUhBwcm9kdWNlcl92ZXJz",
- "aW9uUgxwcm9kdWNlcl90YWdSBmRvbWFpbiK4BQoLVGVuc29yUHJvdG8SDAoE",
- "ZGltcxgBIAMoAxIRCglkYXRhX3R5cGUYAiABKAUSKgoHc2VnbWVudBgDIAEo",
- "CzIZLm9ubnguVGVuc29yUHJvdG8uU2VnbWVudBIWCgpmbG9hdF9kYXRhGAQg",
- "AygCQgIQARIWCgppbnQzMl9kYXRhGAUgAygFQgIQARITCgtzdHJpbmdfZGF0",
- "YRgGIAMoDBIWCgppbnQ2NF9kYXRhGAcgAygDQgIQARIMCgRuYW1lGAggASgJ",
- "EhIKCmRvY19zdHJpbmcYDCABKAkSEAoIcmF3X2RhdGEYCSABKAwSMwoNZXh0",
- "ZXJuYWxfZGF0YRgNIAMoCzIcLm9ubnguU3RyaW5nU3RyaW5nRW50cnlQcm90",
- "bxI1Cg1kYXRhX2xvY2F0aW9uGA4gASgOMh4ub25ueC5UZW5zb3JQcm90by5E",
- "YXRhTG9jYXRpb24SFwoLZG91YmxlX2RhdGEYCiADKAFCAhABEhcKC3VpbnQ2",
- "NF9kYXRhGAsgAygEQgIQARolCgdTZWdtZW50Eg0KBWJlZ2luGAEgASgDEgsK",
- "A2VuZBgCIAEoAyLaAQoIRGF0YVR5cGUSDQoJVU5ERUZJTkVEEAASCQoFRkxP",
- "QVQQARIJCgVVSU5UOBACEggKBElOVDgQAxIKCgZVSU5UMTYQBBIJCgVJTlQx",
- "NhAFEgkKBUlOVDMyEAYSCQoFSU5UNjQQBxIKCgZTVFJJTkcQCBIICgRCT09M",
- "EAkSCwoHRkxPQVQxNhAKEgoKBkRPVUJMRRALEgoKBlVJTlQzMhAMEgoKBlVJ",
- "TlQ2NBANEg0KCUNPTVBMRVg2NBAOEg4KCkNPTVBMRVgxMjgQDxIMCghCRkxP",
- "QVQxNhAQIikKDERhdGFMb2NhdGlvbhILCgdERUZBVUxUEAASDAoIRVhURVJO",
- "QUwQASJoChFTcGFyc2VUZW5zb3JQcm90bxIhCgZ2YWx1ZXMYASABKAsyES5v",
- "bm54LlRlbnNvclByb3RvEiIKB2luZGljZXMYAiABKAsyES5vbm54LlRlbnNv",
- "clByb3RvEgwKBGRpbXMYAyADKAMilQEKEFRlbnNvclNoYXBlUHJvdG8SLQoD",
- "ZGltGAEgAygLMiAub25ueC5UZW5zb3JTaGFwZVByb3RvLkRpbWVuc2lvbhpS",
- "CglEaW1lbnNpb24SEwoJZGltX3ZhbHVlGAEgASgDSAASEwoJZGltX3BhcmFt",
- "GAIgASgJSAASEgoKZGVub3RhdGlvbhgDIAEoCUIHCgV2YWx1ZSKlBQoJVHlw",
- "ZVByb3RvEi0KC3RlbnNvcl90eXBlGAEgASgLMhYub25ueC5UeXBlUHJvdG8u",
- "VGVuc29ySAASMQoNc2VxdWVuY2VfdHlwZRgEIAEoCzIYLm9ubnguVHlwZVBy",
- "b3RvLlNlcXVlbmNlSAASJwoIbWFwX3R5cGUYBSABKAsyEy5vbm54LlR5cGVQ",
- "cm90by5NYXBIABIxCg1vcHRpb25hbF90eXBlGAkgASgLMhgub25ueC5UeXBl",
- "UHJvdG8uT3B0aW9uYWxIABI6ChJzcGFyc2VfdGVuc29yX3R5cGUYCCABKAsy",
- "HC5vbm54LlR5cGVQcm90by5TcGFyc2VUZW5zb3JIABItCgtvcGFxdWVfdHlw",
- "ZRgHIAEoCzIWLm9ubnguVHlwZVByb3RvLk9wYXF1ZUgAEhIKCmRlbm90YXRp",
- "b24YBiABKAkaQgoGVGVuc29yEhEKCWVsZW1fdHlwZRgBIAEoBRIlCgVzaGFw",
- "ZRgCIAEoCzIWLm9ubnguVGVuc29yU2hhcGVQcm90bxouCghTZXF1ZW5jZRIi",
- "CgllbGVtX3R5cGUYASABKAsyDy5vbm54LlR5cGVQcm90bxo8CgNNYXASEAoI",
- "a2V5X3R5cGUYASABKAUSIwoKdmFsdWVfdHlwZRgCIAEoCzIPLm9ubnguVHlw",
- "ZVByb3RvGi4KCE9wdGlvbmFsEiIKCWVsZW1fdHlwZRgBIAEoCzIPLm9ubngu",
- "VHlwZVByb3RvGkgKDFNwYXJzZVRlbnNvchIRCgllbGVtX3R5cGUYASABKAUS",
- "JQoFc2hhcGUYAiABKAsyFi5vbm54LlRlbnNvclNoYXBlUHJvdG8aJgoGT3Bh",
- "cXVlEg4KBmRvbWFpbhgBIAEoCRIMCgRuYW1lGAIgASgJQgcKBXZhbHVlIjUK",
- "Ek9wZXJhdG9yU2V0SWRQcm90bxIOCgZkb21haW4YASABKAkSDwoHdmVyc2lv",
- "bhgCIAEoAyLlAQoNRnVuY3Rpb25Qcm90bxIMCgRuYW1lGAEgASgJEg0KBWlu",
- "cHV0GAQgAygJEg4KBm91dHB1dBgFIAMoCRIRCglhdHRyaWJ1dGUYBiADKAkS",
- "HQoEbm9kZRgHIAMoCzIPLm9ubnguTm9kZVByb3RvEhIKCmRvY19zdHJpbmcY",
- "CCABKAkSLgoMb3BzZXRfaW1wb3J0GAkgAygLMhgub25ueC5PcGVyYXRvclNl",
- "dElkUHJvdG8SDgoGZG9tYWluGAogASgJSgQIAhADSgQIAxAEUg1zaW5jZV92",
- "ZXJzaW9uUgZzdGF0dXMq5AEKB1ZlcnNpb24SEgoOX1NUQVJUX1ZFUlNJT04Q",
- "ABIZChVJUl9WRVJTSU9OXzIwMTdfMTBfMTAQARIZChVJUl9WRVJTSU9OXzIw",
- "MTdfMTBfMzAQAhIYChRJUl9WRVJTSU9OXzIwMTdfMTFfMxADEhgKFElSX1ZF",
- "UlNJT05fMjAxOV8xXzIyEAQSGAoUSVJfVkVSU0lPTl8yMDE5XzNfMTgQBRIY",
- "ChRJUl9WRVJTSU9OXzIwMTlfOV8xORAGEhcKE0lSX1ZFUlNJT05fMjAyMF81",
- "XzgQBxIOCgpJUl9WRVJTSU9OEAgqLgoOT3BlcmF0b3JTdGF0dXMSEAoMRVhQ",
- "RVJJTUVOVEFMEAASCgoGU1RBQkxFEAFCAkgDYgZwcm90bzM="));
+ "ChNvbm54L29ubngtbWwucHJvdG8zEgRvbm54IswFCg5BdHRyaWJ1dGVQcm90",
+ "bxIMCgRuYW1lGAEgASgJEhUKDXJlZl9hdHRyX25hbWUYFSABKAkSEgoKZG9j",
+ "X3N0cmluZxgNIAEoCRIwCgR0eXBlGBQgASgOMiIub25ueC5BdHRyaWJ1dGVQ",
+ "cm90by5BdHRyaWJ1dGVUeXBlEgkKAWYYAiABKAISCQoBaRgDIAEoAxIJCgFz",
+ "GAQgASgMEhwKAXQYBSABKAsyES5vbm54LlRlbnNvclByb3RvEhsKAWcYBiAB",
+ "KAsyEC5vbm54LkdyYXBoUHJvdG8SLgoNc3BhcnNlX3RlbnNvchgWIAEoCzIX",
+ "Lm9ubnguU3BhcnNlVGVuc29yUHJvdG8SGwoCdHAYDiABKAsyDy5vbm54LlR5",
+ "cGVQcm90bxIOCgZmbG9hdHMYByADKAISDAoEaW50cxgIIAMoAxIPCgdzdHJp",
+ "bmdzGAkgAygMEiIKB3RlbnNvcnMYCiADKAsyES5vbm54LlRlbnNvclByb3Rv",
+ "EiAKBmdyYXBocxgLIAMoCzIQLm9ubnguR3JhcGhQcm90bxIvCg5zcGFyc2Vf",
+ "dGVuc29ycxgXIAMoCzIXLm9ubnguU3BhcnNlVGVuc29yUHJvdG8SJAoLdHlw",
+ "ZV9wcm90b3MYDyADKAsyDy5vbm54LlR5cGVQcm90byLZAQoNQXR0cmlidXRl",
+ "VHlwZRINCglVTkRFRklORUQQABIJCgVGTE9BVBABEgcKA0lOVBACEgoKBlNU",
+ "UklORxADEgoKBlRFTlNPUhAEEgkKBUdSQVBIEAUSEQoNU1BBUlNFX1RFTlNP",
+ "UhALEg4KClRZUEVfUFJPVE8QDRIKCgZGTE9BVFMQBhIICgRJTlRTEAcSCwoH",
+ "U1RSSU5HUxAIEgsKB1RFTlNPUlMQCRIKCgZHUkFQSFMQChISCg5TUEFSU0Vf",
+ "VEVOU09SUxAMEg8KC1RZUEVfUFJPVE9TEA4iUQoOVmFsdWVJbmZvUHJvdG8S",
+ "DAoEbmFtZRgBIAEoCRIdCgR0eXBlGAIgASgLMg8ub25ueC5UeXBlUHJvdG8S",
+ "EgoKZG9jX3N0cmluZxgDIAEoCSKWAQoJTm9kZVByb3RvEg0KBWlucHV0GAEg",
+ "AygJEg4KBm91dHB1dBgCIAMoCRIMCgRuYW1lGAMgASgJEg8KB29wX3R5cGUY",
+ "BCABKAkSDgoGZG9tYWluGAcgASgJEicKCWF0dHJpYnV0ZRgFIAMoCzIULm9u",
+ "bnguQXR0cmlidXRlUHJvdG8SEgoKZG9jX3N0cmluZxgGIAEoCSLWAQoRVHJh",
+ "aW5pbmdJbmZvUHJvdG8SKAoOaW5pdGlhbGl6YXRpb24YASABKAsyEC5vbm54",
+ "LkdyYXBoUHJvdG8SIwoJYWxnb3JpdGhtGAIgASgLMhAub25ueC5HcmFwaFBy",
+ "b3RvEjwKFmluaXRpYWxpemF0aW9uX2JpbmRpbmcYAyADKAsyHC5vbm54LlN0",
+ "cmluZ1N0cmluZ0VudHJ5UHJvdG8SNAoOdXBkYXRlX2JpbmRpbmcYBCADKAsy",
+ "HC5vbm54LlN0cmluZ1N0cmluZ0VudHJ5UHJvdG8i6wIKCk1vZGVsUHJvdG8S",
+ "EgoKaXJfdmVyc2lvbhgBIAEoAxIuCgxvcHNldF9pbXBvcnQYCCADKAsyGC5v",
+ "bm54Lk9wZXJhdG9yU2V0SWRQcm90bxIVCg1wcm9kdWNlcl9uYW1lGAIgASgJ",
+ "EhgKEHByb2R1Y2VyX3ZlcnNpb24YAyABKAkSDgoGZG9tYWluGAQgASgJEhUK",
+ "DW1vZGVsX3ZlcnNpb24YBSABKAMSEgoKZG9jX3N0cmluZxgGIAEoCRIfCgVn",
+ "cmFwaBgHIAEoCzIQLm9ubnguR3JhcGhQcm90bxI0Cg5tZXRhZGF0YV9wcm9w",
+ "cxgOIAMoCzIcLm9ubnguU3RyaW5nU3RyaW5nRW50cnlQcm90bxIuCg10cmFp",
+ "bmluZ19pbmZvGBQgAygLMhcub25ueC5UcmFpbmluZ0luZm9Qcm90bxImCglm",
+ "dW5jdGlvbnMYGSADKAsyEy5vbm54LkZ1bmN0aW9uUHJvdG8iNAoWU3RyaW5n",
+ "U3RyaW5nRW50cnlQcm90bxILCgNrZXkYASABKAkSDQoFdmFsdWUYAiABKAki",
+ "awoQVGVuc29yQW5ub3RhdGlvbhITCgt0ZW5zb3JfbmFtZRgBIAEoCRJCChxx",
+ "dWFudF9wYXJhbWV0ZXJfdGVuc29yX25hbWVzGAIgAygLMhwub25ueC5TdHJp",
+ "bmdTdHJpbmdFbnRyeVByb3RvIp4DCgpHcmFwaFByb3RvEh0KBG5vZGUYASAD",
+ "KAsyDy5vbm54Lk5vZGVQcm90bxIMCgRuYW1lGAIgASgJEiYKC2luaXRpYWxp",
+ "emVyGAUgAygLMhEub25ueC5UZW5zb3JQcm90bxIzChJzcGFyc2VfaW5pdGlh",
+ "bGl6ZXIYDyADKAsyFy5vbm54LlNwYXJzZVRlbnNvclByb3RvEhIKCmRvY19z",
+ "dHJpbmcYCiABKAkSIwoFaW5wdXQYCyADKAsyFC5vbm54LlZhbHVlSW5mb1By",
+ "b3RvEiQKBm91dHB1dBgMIAMoCzIULm9ubnguVmFsdWVJbmZvUHJvdG8SKAoK",
+ "dmFsdWVfaW5mbxgNIAMoCzIULm9ubnguVmFsdWVJbmZvUHJvdG8SNwoXcXVh",
+ "bnRpemF0aW9uX2Fubm90YXRpb24YDiADKAsyFi5vbm54LlRlbnNvckFubm90",
+ "YXRpb25KBAgDEARKBAgEEAVKBAgGEApSCmlyX3ZlcnNpb25SEHByb2R1Y2Vy",
+ "X3ZlcnNpb25SDHByb2R1Y2VyX3RhZ1IGZG9tYWluIoIGCgtUZW5zb3JQcm90",
+ "bxIMCgRkaW1zGAEgAygDEhEKCWRhdGFfdHlwZRgCIAEoBRIqCgdzZWdtZW50",
+ "GAMgASgLMhkub25ueC5UZW5zb3JQcm90by5TZWdtZW50EhYKCmZsb2F0X2Rh",
+ "dGEYBCADKAJCAhABEhYKCmludDMyX2RhdGEYBSADKAVCAhABEhMKC3N0cmlu",
+ "Z19kYXRhGAYgAygMEhYKCmludDY0X2RhdGEYByADKANCAhABEgwKBG5hbWUY",
+ "CCABKAkSEgoKZG9jX3N0cmluZxgMIAEoCRIQCghyYXdfZGF0YRgJIAEoDBIz",
+ "Cg1leHRlcm5hbF9kYXRhGA0gAygLMhwub25ueC5TdHJpbmdTdHJpbmdFbnRy",
+ "eVByb3RvEjUKDWRhdGFfbG9jYXRpb24YDiABKA4yHi5vbm54LlRlbnNvclBy",
+ "b3RvLkRhdGFMb2NhdGlvbhIXCgtkb3VibGVfZGF0YRgKIAMoAUICEAESFwoL",
+ "dWludDY0X2RhdGEYCyADKARCAhABGiUKB1NlZ21lbnQSDQoFYmVnaW4YASAB",
+ "KAMSCwoDZW5kGAIgASgDIqQCCghEYXRhVHlwZRINCglVTkRFRklORUQQABIJ",
+ "CgVGTE9BVBABEgkKBVVJTlQ4EAISCAoESU5UOBADEgoKBlVJTlQxNhAEEgkK",
+ "BUlOVDE2EAUSCQoFSU5UMzIQBhIJCgVJTlQ2NBAHEgoKBlNUUklORxAIEggK",
+ "BEJPT0wQCRILCgdGTE9BVDE2EAoSCgoGRE9VQkxFEAsSCgoGVUlOVDMyEAwS",
+ "CgoGVUlOVDY0EA0SDQoJQ09NUExFWDY0EA4SDgoKQ09NUExFWDEyOBAPEgwK",
+ "CEJGTE9BVDE2EBASEAoMRkxPQVQ4RTRNM0ZOEBESEgoORkxPQVQ4RTRNM0ZO",
+ "VVoQEhIOCgpGTE9BVDhFNU0yEBMSEgoORkxPQVQ4RTVNMkZOVVoQFCIpCgxE",
+ "YXRhTG9jYXRpb24SCwoHREVGQVVMVBAAEgwKCEVYVEVSTkFMEAEiaAoRU3Bh",
+ "cnNlVGVuc29yUHJvdG8SIQoGdmFsdWVzGAEgASgLMhEub25ueC5UZW5zb3JQ",
+ "cm90bxIiCgdpbmRpY2VzGAIgASgLMhEub25ueC5UZW5zb3JQcm90bxIMCgRk",
+ "aW1zGAMgAygDIpUBChBUZW5zb3JTaGFwZVByb3RvEi0KA2RpbRgBIAMoCzIg",
+ "Lm9ubnguVGVuc29yU2hhcGVQcm90by5EaW1lbnNpb24aUgoJRGltZW5zaW9u",
+ "EhMKCWRpbV92YWx1ZRgBIAEoA0gAEhMKCWRpbV9wYXJhbRgCIAEoCUgAEhIK",
+ "CmRlbm90YXRpb24YAyABKAlCBwoFdmFsdWUipQUKCVR5cGVQcm90bxItCgt0",
+ "ZW5zb3JfdHlwZRgBIAEoCzIWLm9ubnguVHlwZVByb3RvLlRlbnNvckgAEjEK",
+ "DXNlcXVlbmNlX3R5cGUYBCABKAsyGC5vbm54LlR5cGVQcm90by5TZXF1ZW5j",
+ "ZUgAEicKCG1hcF90eXBlGAUgASgLMhMub25ueC5UeXBlUHJvdG8uTWFwSAAS",
+ "MQoNb3B0aW9uYWxfdHlwZRgJIAEoCzIYLm9ubnguVHlwZVByb3RvLk9wdGlv",
+ "bmFsSAASOgoSc3BhcnNlX3RlbnNvcl90eXBlGAggASgLMhwub25ueC5UeXBl",
+ "UHJvdG8uU3BhcnNlVGVuc29ySAASLQoLb3BhcXVlX3R5cGUYByABKAsyFi5v",
+ "bm54LlR5cGVQcm90by5PcGFxdWVIABISCgpkZW5vdGF0aW9uGAYgASgJGkIK",
+ "BlRlbnNvchIRCgllbGVtX3R5cGUYASABKAUSJQoFc2hhcGUYAiABKAsyFi5v",
+ "bm54LlRlbnNvclNoYXBlUHJvdG8aLgoIU2VxdWVuY2USIgoJZWxlbV90eXBl",
+ "GAEgASgLMg8ub25ueC5UeXBlUHJvdG8aPAoDTWFwEhAKCGtleV90eXBlGAEg",
+ "ASgFEiMKCnZhbHVlX3R5cGUYAiABKAsyDy5vbm54LlR5cGVQcm90bxouCghP",
+ "cHRpb25hbBIiCgllbGVtX3R5cGUYASABKAsyDy5vbm54LlR5cGVQcm90bxpI",
+ "CgxTcGFyc2VUZW5zb3ISEQoJZWxlbV90eXBlGAEgASgFEiUKBXNoYXBlGAIg",
+ "ASgLMhYub25ueC5UZW5zb3JTaGFwZVByb3RvGiYKBk9wYXF1ZRIOCgZkb21h",
+ "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 {
///
[pbr::OriginalName("IR_VERSION_2020_5_8")] IrVersion202058 = 7,
///
- /// IR VERSION 8 published on <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
///
- [pbr::OriginalName("IR_VERSION")] IrVersion = 8,
+ [pbr::OriginalName("IR_VERSION_2021_7_30")] IrVersion2021730 = 8,
+ ///
+ /// IR VERSION 9 published on TBD
+ /// Added AttributeProto to FunctionProto so that default attribute values can be set.
+ /// Added FLOAT8E4M3FN, FLOAT8E4M3FNUZ, FLOAT8E5M2, FLOAT8E5M2FNUZ.
+ ///
+ [pbr::OriginalName("IR_VERSION")] IrVersion = 9,
}
///
@@ -3860,11 +3870,11 @@ namespace Onnx {
= pb::FieldCodec.ForInt32(42);
private readonly pbc::RepeatedField int32Data_ = new pbc::RepeatedField();
///
- /// 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
///
[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.
///
[pbr::OriginalName("BFLOAT16")] Bfloat16 = 16,
+ ///
+ /// 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.
+ ///
+ [pbr::OriginalName("FLOAT8E4M3FN")] Float8E4M3Fn = 17,
+ ///
+ /// float 8, mostly used for coefficients, supports nan, not inf, no negative zero
+ ///
+ [pbr::OriginalName("FLOAT8E4M3FNUZ")] Float8E4M3Fnuz = 18,
+ ///
+ /// follows IEEE 754, supports nan, inf, mostly used for gradients
+ ///
+ [pbr::OriginalName("FLOAT8E5M2")] Float8E5M2 = 19,
+ ///
+ /// follows IEEE 754, supports nan, inf, mostly used for gradients, no negative zero
+ ///
+ [pbr::OriginalName("FLOAT8E5M2FNUZ")] Float8E5M2Fnuz = 20,
}
///
@@ -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 attribute_ = new pbc::RepeatedField();
///
- /// The attributes of the function.
+ /// The attribute parameters of the function.
+ /// It is for function parameters without default values.
///
[global::System.Diagnostics.DebuggerNonUserCodeAttribute]
[global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
@@ -7812,6 +7845,23 @@ namespace Onnx {
get { return attribute_; }
}
+ /// Field number for the "attribute_proto" field.
+ public const int AttributeProtoFieldNumber = 11;
+ private static readonly pb::FieldCodec _repeated_attributeProto_codec
+ = pb::FieldCodec.ForMessage(90, global::Onnx.AttributeProto.Parser);
+ private readonly pbc::RepeatedField attributeProto_ = new pbc::RepeatedField();
+ ///
+ /// 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.
+ ///
+ [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+ [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
+ public pbc::RepeatedField AttributeProto {
+ get { return attributeProto_; }
+ }
+
/// Field number for the "node" field.
public const int NodeFieldNumber = 7;
private static readonly pb::FieldCodec _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;
+ }
}
}
}