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|---|---|---|---|
@@ -7,7 +7,7 @@ TensorFlow.NET provides .NET Standard binding for [TensorFlow](https://www.tenso | |||
| 7 | 7 | [](https://www.nuget.org/packages/TensorFlow.NET) | |
| 8 | 8 | [](https://tensorflownet.readthedocs.io/en/latest/?badge=latest) | |
| 9 | 9 | ||
| 10 | - TensorFlow.NET is a member project of [SciSharp](https://github.com/SciSharp) stack. | ||
| 10 | + TensorFlow.NET is a member project of [SciSharp STACK](https://github.com/SciSharp). | ||
| 11 | 11 | ||
| 12 | 12 |  | |
| 13 | 13 | ||
@@ -57,6 +57,15 @@ using(var sess = tf.Session()) | |||
| 57 | 57 | ||
| 58 | 58 | Read the docs & book [The Definitive Guide to Tensorflow.NET](https://tensorflownet.readthedocs.io/en/latest/FrontCover.html). | |
| 59 | 59 | ||
| 60 | + More examples: | ||
| 61 | + | ||
| 62 | + * [Hello World](test/TensorFlowNET.Examples/HelloWorld.cs) | ||
| 63 | + | ||
| 64 | + * [Basic Operations](test/TensorFlowNET.Examples/BasicOperations.cs) | ||
| 65 | + * [Image Recognition](test/TensorFlowNET.Examples/ImageRecognition.cs) | ||
| 66 | + * [Linear Regression](test/TensorFlowNET.Examples/LinearRegression.cs) | ||
| 67 | + * [Text Classification with Movie Review](test/TensorFlowNET.Examples/TextClassificationWithMovieReviews.cs) | ||
| 68 | + | ||
| 60 | 69 | Star me or raise issue on [Github](https://github.com/SciSharp/TensorFlow.NET) feel free. | |
| 61 | 70 | ||
| 62 | 71 | Scan QR code to join TIM group: | |
| Original file line number | Diff line number | Diff line change | |
|---|---|---|---|
@@ -0,0 +1,337 @@ | |||
| 1 | + // <auto-generated> | ||
| 2 | + // Generated by the protocol buffer compiler. DO NOT EDIT! | ||
| 3 | + // source: tensorflow/core/framework/allocation_description.proto | ||
| 4 | + // </auto-generated> | ||
| 5 | + #pragma warning disable 1591, 0612, 3021 | ||
| 6 | + #region Designer generated code | ||
| 7 | + | ||
| 8 | + using pb = global::Google.Protobuf; | ||
| 9 | + using pbc = global::Google.Protobuf.Collections; | ||
| 10 | + using pbr = global::Google.Protobuf.Reflection; | ||
| 11 | + using scg = global::System.Collections.Generic; | ||
| 12 | + namespace Tensorflow { | ||
| 13 | + | ||
| 14 | + /// <summary>Holder for reflection information generated from tensorflow/core/framework/allocation_description.proto</summary> | ||
| 15 | + public static partial class AllocationDescriptionReflection { | ||
| 16 | + | ||
| 17 | + #region Descriptor | ||
| 18 | + /// <summary>File descriptor for tensorflow/core/framework/allocation_description.proto</summary> | ||
| 19 | + public static pbr::FileDescriptor Descriptor { | ||
| 20 | + get { return descriptor; } | ||
| 21 | + } | ||
| 22 | + private static pbr::FileDescriptor descriptor; | ||
| 23 | + | ||
| 24 | + static AllocationDescriptionReflection() { | ||
| 25 | + byte[] descriptorData = global::System.Convert.FromBase64String( | ||
| 26 | + string.Concat( | ||
| 27 | + "CjZ0ZW5zb3JmbG93L2NvcmUvZnJhbWV3b3JrL2FsbG9jYXRpb25fZGVzY3Jp", | ||
| 28 | + "cHRpb24ucHJvdG8SCnRlbnNvcmZsb3ciowEKFUFsbG9jYXRpb25EZXNjcmlw", | ||
| 29 | + "dGlvbhIXCg9yZXF1ZXN0ZWRfYnl0ZXMYASABKAMSFwoPYWxsb2NhdGVkX2J5", | ||
| 30 | + "dGVzGAIgASgDEhYKDmFsbG9jYXRvcl9uYW1lGAMgASgJEhUKDWFsbG9jYXRp", | ||
| 31 | + "b25faWQYBCABKAMSHAoUaGFzX3NpbmdsZV9yZWZlcmVuY2UYBSABKAgSCwoD", | ||
| 32 | + "cHRyGAYgASgEQnsKGG9yZy50ZW5zb3JmbG93LmZyYW1ld29ya0IbQWxsb2Nh", | ||
| 33 | + "dGlvbkRlc2NyaXB0aW9uUHJvdG9zUAFaPWdpdGh1Yi5jb20vdGVuc29yZmxv", | ||
| 34 | + "dy90ZW5zb3JmbG93L3RlbnNvcmZsb3cvZ28vY29yZS9mcmFtZXdvcmv4AQFi", | ||
| 35 | + "BnByb3RvMw==")); | ||
| 36 | + descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData, | ||
| 37 | + new pbr::FileDescriptor[] { }, | ||
| 38 | + new pbr::GeneratedClrTypeInfo(null, new pbr::GeneratedClrTypeInfo[] { | ||
| 39 | + new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.AllocationDescription), global::Tensorflow.AllocationDescription.Parser, new[]{ "RequestedBytes", "AllocatedBytes", "AllocatorName", "AllocationId", "HasSingleReference", "Ptr" }, null, null, null) | ||
| 40 | + })); | ||
| 41 | + } | ||
| 42 | + #endregion | ||
| 43 | + | ||
| 44 | + } | ||
| 45 | + #region Messages | ||
| 46 | + public sealed partial class AllocationDescription : pb::IMessage<AllocationDescription> { | ||
| 47 | + private static readonly pb::MessageParser<AllocationDescription> _parser = new pb::MessageParser<AllocationDescription>(() => new AllocationDescription()); | ||
| 48 | + private pb::UnknownFieldSet _unknownFields; | ||
| 49 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 50 | + public static pb::MessageParser<AllocationDescription> Parser { get { return _parser; } } | ||
| 51 | + | ||
| 52 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 53 | + public static pbr::MessageDescriptor Descriptor { | ||
| 54 | + get { return global::Tensorflow.AllocationDescriptionReflection.Descriptor.MessageTypes[0]; } | ||
| 55 | + } | ||
| 56 | + | ||
| 57 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 58 | + pbr::MessageDescriptor pb::IMessage.Descriptor { | ||
| 59 | + get { return Descriptor; } | ||
| 60 | + } | ||
| 61 | + | ||
| 62 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 63 | + public AllocationDescription() { | ||
| 64 | + OnConstruction(); | ||
| 65 | + } | ||
| 66 | + | ||
| 67 | + partial void OnConstruction(); | ||
| 68 | + | ||
| 69 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 70 | + public AllocationDescription(AllocationDescription other) : this() { | ||
| 71 | + requestedBytes_ = other.requestedBytes_; | ||
| 72 | + allocatedBytes_ = other.allocatedBytes_; | ||
| 73 | + allocatorName_ = other.allocatorName_; | ||
| 74 | + allocationId_ = other.allocationId_; | ||
| 75 | + hasSingleReference_ = other.hasSingleReference_; | ||
| 76 | + ptr_ = other.ptr_; | ||
| 77 | + _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields); | ||
| 78 | + } | ||
| 79 | + | ||
| 80 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 81 | + public AllocationDescription Clone() { | ||
| 82 | + return new AllocationDescription(this); | ||
| 83 | + } | ||
| 84 | + | ||
| 85 | + /// <summary>Field number for the "requested_bytes" field.</summary> | ||
| 86 | + public const int RequestedBytesFieldNumber = 1; | ||
| 87 | + private long requestedBytes_; | ||
| 88 | + /// <summary> | ||
| 89 | + /// Total number of bytes requested | ||
| 90 | + /// </summary> | ||
| 91 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 92 | + public long RequestedBytes { | ||
| 93 | + get { return requestedBytes_; } | ||
| 94 | + set { | ||
| 95 | + requestedBytes_ = value; | ||
| 96 | + } | ||
| 97 | + } | ||
| 98 | + | ||
| 99 | + /// <summary>Field number for the "allocated_bytes" field.</summary> | ||
| 100 | + public const int AllocatedBytesFieldNumber = 2; | ||
| 101 | + private long allocatedBytes_; | ||
| 102 | + /// <summary> | ||
| 103 | + /// Total number of bytes allocated if known | ||
| 104 | + /// </summary> | ||
| 105 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 106 | + public long AllocatedBytes { | ||
| 107 | + get { return allocatedBytes_; } | ||
| 108 | + set { | ||
| 109 | + allocatedBytes_ = value; | ||
| 110 | + } | ||
| 111 | + } | ||
| 112 | + | ||
| 113 | + /// <summary>Field number for the "allocator_name" field.</summary> | ||
| 114 | + public const int AllocatorNameFieldNumber = 3; | ||
| 115 | + private string allocatorName_ = ""; | ||
| 116 | + /// <summary> | ||
| 117 | + /// Name of the allocator used | ||
| 118 | + /// </summary> | ||
| 119 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 120 | + public string AllocatorName { | ||
| 121 | + get { return allocatorName_; } | ||
| 122 | + set { | ||
| 123 | + allocatorName_ = pb::ProtoPreconditions.CheckNotNull(value, "value"); | ||
| 124 | + } | ||
| 125 | + } | ||
| 126 | + | ||
| 127 | + /// <summary>Field number for the "allocation_id" field.</summary> | ||
| 128 | + public const int AllocationIdFieldNumber = 4; | ||
| 129 | + private long allocationId_; | ||
| 130 | + /// <summary> | ||
| 131 | + /// Identifier of the allocated buffer if known | ||
| 132 | + /// </summary> | ||
| 133 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 134 | + public long AllocationId { | ||
| 135 | + get { return allocationId_; } | ||
| 136 | + set { | ||
| 137 | + allocationId_ = value; | ||
| 138 | + } | ||
| 139 | + } | ||
| 140 | + | ||
| 141 | + /// <summary>Field number for the "has_single_reference" field.</summary> | ||
| 142 | + public const int HasSingleReferenceFieldNumber = 5; | ||
| 143 | + private bool hasSingleReference_; | ||
| 144 | + /// <summary> | ||
| 145 | + /// Set if this tensor only has one remaining reference | ||
| 146 | + /// </summary> | ||
| 147 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 148 | + public bool HasSingleReference { | ||
| 149 | + get { return hasSingleReference_; } | ||
| 150 | + set { | ||
| 151 | + hasSingleReference_ = value; | ||
| 152 | + } | ||
| 153 | + } | ||
| 154 | + | ||
| 155 | + /// <summary>Field number for the "ptr" field.</summary> | ||
| 156 | + public const int PtrFieldNumber = 6; | ||
| 157 | + private ulong ptr_; | ||
| 158 | + /// <summary> | ||
| 159 | + /// Address of the allocation. | ||
| 160 | + /// </summary> | ||
| 161 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 162 | + public ulong Ptr { | ||
| 163 | + get { return ptr_; } | ||
| 164 | + set { | ||
| 165 | + ptr_ = value; | ||
| 166 | + } | ||
| 167 | + } | ||
| 168 | + | ||
| 169 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 170 | + public override bool Equals(object other) { | ||
| 171 | + return Equals(other as AllocationDescription); | ||
| 172 | + } | ||
| 173 | + | ||
| 174 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 175 | + public bool Equals(AllocationDescription other) { | ||
| 176 | + if (ReferenceEquals(other, null)) { | ||
| 177 | + return false; | ||
| 178 | + } | ||
| 179 | + if (ReferenceEquals(other, this)) { | ||
| 180 | + return true; | ||
| 181 | + } | ||
| 182 | + if (RequestedBytes != other.RequestedBytes) return false; | ||
| 183 | + if (AllocatedBytes != other.AllocatedBytes) return false; | ||
| 184 | + if (AllocatorName != other.AllocatorName) return false; | ||
| 185 | + if (AllocationId != other.AllocationId) return false; | ||
| 186 | + if (HasSingleReference != other.HasSingleReference) return false; | ||
| 187 | + if (Ptr != other.Ptr) return false; | ||
| 188 | + return Equals(_unknownFields, other._unknownFields); | ||
| 189 | + } | ||
| 190 | + | ||
| 191 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 192 | + public override int GetHashCode() { | ||
| 193 | + int hash = 1; | ||
| 194 | + if (RequestedBytes != 0L) hash ^= RequestedBytes.GetHashCode(); | ||
| 195 | + if (AllocatedBytes != 0L) hash ^= AllocatedBytes.GetHashCode(); | ||
| 196 | + if (AllocatorName.Length != 0) hash ^= AllocatorName.GetHashCode(); | ||
| 197 | + if (AllocationId != 0L) hash ^= AllocationId.GetHashCode(); | ||
| 198 | + if (HasSingleReference != false) hash ^= HasSingleReference.GetHashCode(); | ||
| 199 | + if (Ptr != 0UL) hash ^= Ptr.GetHashCode(); | ||
| 200 | + if (_unknownFields != null) { | ||
| 201 | + hash ^= _unknownFields.GetHashCode(); | ||
| 202 | + } | ||
| 203 | + return hash; | ||
| 204 | + } | ||
| 205 | + | ||
| 206 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 207 | + public override string ToString() { | ||
| 208 | + return pb::JsonFormatter.ToDiagnosticString(this); | ||
| 209 | + } | ||
| 210 | + | ||
| 211 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 212 | + public void WriteTo(pb::CodedOutputStream output) { | ||
| 213 | + if (RequestedBytes != 0L) { | ||
| 214 | + output.WriteRawTag(8); | ||
| 215 | + output.WriteInt64(RequestedBytes); | ||
| 216 | + } | ||
| 217 | + if (AllocatedBytes != 0L) { | ||
| 218 | + output.WriteRawTag(16); | ||
| 219 | + output.WriteInt64(AllocatedBytes); | ||
| 220 | + } | ||
| 221 | + if (AllocatorName.Length != 0) { | ||
| 222 | + output.WriteRawTag(26); | ||
| 223 | + output.WriteString(AllocatorName); | ||
| 224 | + } | ||
| 225 | + if (AllocationId != 0L) { | ||
| 226 | + output.WriteRawTag(32); | ||
| 227 | + output.WriteInt64(AllocationId); | ||
| 228 | + } | ||
| 229 | + if (HasSingleReference != false) { | ||
| 230 | + output.WriteRawTag(40); | ||
| 231 | + output.WriteBool(HasSingleReference); | ||
| 232 | + } | ||
| 233 | + if (Ptr != 0UL) { | ||
| 234 | + output.WriteRawTag(48); | ||
| 235 | + output.WriteUInt64(Ptr); | ||
| 236 | + } | ||
| 237 | + if (_unknownFields != null) { | ||
| 238 | + _unknownFields.WriteTo(output); | ||
| 239 | + } | ||
| 240 | + } | ||
| 241 | + | ||
| 242 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 243 | + public int CalculateSize() { | ||
| 244 | + int size = 0; | ||
| 245 | + if (RequestedBytes != 0L) { | ||
| 246 | + size += 1 + pb::CodedOutputStream.ComputeInt64Size(RequestedBytes); | ||
| 247 | + } | ||
| 248 | + if (AllocatedBytes != 0L) { | ||
| 249 | + size += 1 + pb::CodedOutputStream.ComputeInt64Size(AllocatedBytes); | ||
| 250 | + } | ||
| 251 | + if (AllocatorName.Length != 0) { | ||
| 252 | + size += 1 + pb::CodedOutputStream.ComputeStringSize(AllocatorName); | ||
| 253 | + } | ||
| 254 | + if (AllocationId != 0L) { | ||
| 255 | + size += 1 + pb::CodedOutputStream.ComputeInt64Size(AllocationId); | ||
| 256 | + } | ||
| 257 | + if (HasSingleReference != false) { | ||
| 258 | + size += 1 + 1; | ||
| 259 | + } | ||
| 260 | + if (Ptr != 0UL) { | ||
| 261 | + size += 1 + pb::CodedOutputStream.ComputeUInt64Size(Ptr); | ||
| 262 | + } | ||
| 263 | + if (_unknownFields != null) { | ||
| 264 | + size += _unknownFields.CalculateSize(); | ||
| 265 | + } | ||
| 266 | + return size; | ||
| 267 | + } | ||
| 268 | + | ||
| 269 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 270 | + public void MergeFrom(AllocationDescription other) { | ||
| 271 | + if (other == null) { | ||
| 272 | + return; | ||
| 273 | + } | ||
| 274 | + if (other.RequestedBytes != 0L) { | ||
| 275 | + RequestedBytes = other.RequestedBytes; | ||
| 276 | + } | ||
| 277 | + if (other.AllocatedBytes != 0L) { | ||
| 278 | + AllocatedBytes = other.AllocatedBytes; | ||
| 279 | + } | ||
| 280 | + if (other.AllocatorName.Length != 0) { | ||
| 281 | + AllocatorName = other.AllocatorName; | ||
| 282 | + } | ||
| 283 | + if (other.AllocationId != 0L) { | ||
| 284 | + AllocationId = other.AllocationId; | ||
| 285 | + } | ||
| 286 | + if (other.HasSingleReference != false) { | ||
| 287 | + HasSingleReference = other.HasSingleReference; | ||
| 288 | + } | ||
| 289 | + if (other.Ptr != 0UL) { | ||
| 290 | + Ptr = other.Ptr; | ||
| 291 | + } | ||
| 292 | + _unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields); | ||
| 293 | + } | ||
| 294 | + | ||
| 295 | + [global::System.Diagnostics.DebuggerNonUserCodeAttribute] | ||
| 296 | + public void MergeFrom(pb::CodedInputStream input) { | ||
| 297 | + uint tag; | ||
| 298 | + while ((tag = input.ReadTag()) != 0) { | ||
| 299 | + switch(tag) { | ||
| 300 | + default: | ||
| 301 | + _unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, input); | ||
| 302 | + break; | ||
| 303 | + case 8: { | ||
| 304 | + RequestedBytes = input.ReadInt64(); | ||
| 305 | + break; | ||
| 306 | + } | ||
| 307 | + case 16: { | ||
| 308 | + AllocatedBytes = input.ReadInt64(); | ||
| 309 | + break; | ||
| 310 | + } | ||
| 311 | + case 26: { | ||
| 312 | + AllocatorName = input.ReadString(); | ||
| 313 | + break; | ||
| 314 | + } | ||
| 315 | + case 32: { | ||
| 316 | + AllocationId = input.ReadInt64(); | ||
| 317 | + break; | ||
| 318 | + } | ||
| 319 | + case 40: { | ||
| 320 | + HasSingleReference = input.ReadBool(); | ||
| 321 | + break; | ||
| 322 | + } | ||
| 323 | + case 48: { | ||
| 324 | + Ptr = input.ReadUInt64(); | ||
| 325 | + break; | ||
| 326 | + } | ||
| 327 | + } | ||
| 328 | + } | ||
| 329 | + } | ||
| 330 | + | ||
| 331 | + } | ||
| 332 | + | ||
| 333 | + #endregion | ||
| 334 | + | ||
| 335 | + } | ||
| 336 | + | ||
| 337 | + #endregion Designer generated code | ||
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