forked from dotnet/TorchSharp
-
Notifications
You must be signed in to change notification settings - Fork 0
/
libtorch-cuda-12.1.proj
275 lines (231 loc) · 18.6 KB
/
libtorch-cuda-12.1.proj
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
<Project>
<Import Project="$([MSBuild]::GetDirectoryNameOfFileAbove($(MSBuildThisFileDirectory), Directory.Build.props))\Directory.Build.props" />
<PropertyGroup>
<TargetFramework>netstandard2.0</TargetFramework>
<!-- see https://pytorch.org/get-started/locally/ for download links -->
<!-- For example Linux, LibTorch 1.9.0 https://download.pytorch.org/libtorch/cpu/libtorch-shared-with-deps-1.9.0%2Bcpu.zip -->
<!-- note the very odd characters %2Bcpu in the LibTorch download name. The % is encoded via %25 -->
<LocalBaseName>$(LibTorchCudaLocalBase)</LocalBaseName>
<ArchiveBaseName>$(LibTorchCudaArchiveBase)</ArchiveBaseName>
<ArchiveExtension>.zip</ArchiveExtension>
<ArchiveUrl>https://download.pytorch.org/libtorch/cu$(CudaVersionNoDot)/$(ArchiveBaseName)$(ArchiveExtension)</ArchiveUrl>
<DownloadedArchiveFolder>$(MassiveDownloadRoot)$(MSBuildProjectName)\</DownloadedArchiveFolder>
<DownloadedArchiveFileName>$(ArchiveBaseName)$(ArchiveExtension)</DownloadedArchiveFileName>
<DownloadedArchive>$(DownloadedArchiveFolder)$(DownloadedArchiveFileName)</DownloadedArchive>
<ArchiveShaFile>$(IntermediateOutputPath)$(ArchiveBaseName)$(ArchiveExtension).sha</ArchiveShaFile>
<ExtractDirectory>$(IntermediateOutputPath)$(LocalBaseName)</ExtractDirectory>
<ExtractSemaphore>$(ExtractDirectory)\.extracted</ExtractSemaphore>
<LocalShaFile>$(MSBuildProjectDirectory)\$(ArchiveBaseName)$(ArchiveExtension).sha</LocalShaFile>
<LicenseUrl>https://raw.githubusercontent.com/pytorch/pytorch/master/LICENSE</LicenseUrl>
<DownloadedLicenseFolder>$(IntermediateOutputPath)</DownloadedLicenseFolder>
<DownloadedLicenseFileName>LICENSE-LIBTORCH</DownloadedLicenseFileName>
<DownloadedLicenseFile>$(DownloadedLicenseFolder)$(DownloadedLicenseFileName)</DownloadedLicenseFile>
<MainPackageFolder>$(PackagePreparationPath)$(MSBuildProjectName)-$(TargetRuntimeID)</MainPackageFolder>
<CopyToPackageSemaphore>$(MainPackageFolder)\.copied.TargetOS.$(TargetOS).SkipTests.$(SkipTests).IncludeLibTorchCudaPackage.$(IncludeLibTorchCudaPackage)</CopyToPackageSemaphore>
</PropertyGroup>
<ItemGroup Condition="'$(TargetOS)' == 'windows'">
<File Include= "libtorch\lib\asmjit.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\c10.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\c10_cuda.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\caffe2_nvrtc.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\cudnn64_8.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\cudart64_12.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\cublas64_12.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\nvrtc64_120_0.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\nvJitLink_120_0.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\torch_global_deps.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\uv.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\zlibwapi.dll" PackageSuffix="part1" />
<File Include= "libtorch\lib\cudnn_adv_infer64_8.dll" PackageSuffix="part2" />
<File Include= "libtorch\lib\cudnn_adv_train64_8.dll" PackageSuffix="part2" />
<File Include= "libtorch\lib\cudnn_cnn_infer64_8.dll" PackageSuffix="part3-primary" FileUnstitchIndex="0" FileUnstitchStart="0" FileUnstitchSize="350000000" />
<File Include= "libtorch\lib\cudnn_cnn_infer64_8.dll" PackageSuffix="part3-fragment1" FileUnstitchIndex="1" FileUnstitchStart="350000000" FileUnstitchSize="-1" />
<File Include= "libtorch\lib\cudnn_ops_infer64_8.dll" PackageSuffix="part4" />
<File Include= "libtorch\lib\cudnn_cnn_train64_8.dll" PackageSuffix="part4" />
<File Include= "libtorch\lib\cudnn_ops_train64_8.dll" PackageSuffix="part4" />
<File Include= "libtorch\lib\cublasLt64_12.dll" PackageSuffix="part5-primary" FileUnstitchIndex="0" FileUnstitchStart="0" FileUnstitchSize="225000000" />
<File Include= "libtorch\lib\cublasLt64_12.dll" PackageSuffix="part5-fragment1" FileUnstitchIndex="1" FileUnstitchStart="225000000" FileUnstitchSize="-1" />
<File Include= "libtorch\lib\cusolver64_11.dll" PackageSuffix="part6" />
<File Include= "libtorch\lib\cusolverMg64_11.dll" PackageSuffix="part6" />
<File Include= "libtorch\lib\fbgemm.dll" PackageSuffix="part6" />
<File Include= "libtorch\lib\fbjni.dll" PackageSuffix="part6" />
<File Include= "libtorch\lib\libiomp5md.dll" PackageSuffix="part6" />
<File Include= "libtorch\lib\libiompstubs5md.dll" PackageSuffix="part6" />
<File Include= "libtorch\lib\nvrtc-builtins64_121.dll" PackageSuffix="part6" />
<File Include= "libtorch\lib\nvToolsExt64_1.dll" PackageSuffix="part6" />
<File Include= "libtorch\lib\pytorch_jni.dll" PackageSuffix="part7" />
<File Include= "libtorch\lib\torch.dll" PackageSuffix="part7" />
<File Include= "libtorch\lib\torch_cpu.dll" PackageSuffix="part7" />
<File Include= "libtorch\lib\cusparse64_12.dll" PackageSuffix="part8" />
<!-- This vast file needs a special magic, we split it into multiple chunks in different packages. -->
<File Include= "libtorch\lib\torch_cuda.dll" PackageSuffix="part9-primary" FileUnstitchIndex="0" FileUnstitchStart="0" FileUnstitchSize="350000000" />
<File Include= "libtorch\lib\torch_cuda.dll" PackageSuffix="part9-fragment1" FileUnstitchIndex="1" FileUnstitchStart="350000000" FileUnstitchSize="350000000" />
<File Include= "libtorch\lib\torch_cuda.dll" PackageSuffix="part9-fragment2" FileUnstitchIndex="2" FileUnstitchStart="700000000" FileUnstitchSize="-1" />
<File Include= "libtorch\lib\cufft64_11.dll" PackageSuffix="part10" />
<File Include= "libtorch\lib\cupti64_2023.1.1.dll" PackageSuffix="part10" />
<File Include= "libtorch\lib\cufftw64_11.dll" PackageSuffix="part10" />
<File Include= "libtorch\lib\curand64_10.dll" PackageSuffix="part10" />
</ItemGroup>
<ItemGroup Condition="'$(TargetOS)' == 'linux'">
<File Include= "libtorch\lib\libbackend_with_compiler.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libc10.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libc10d_cuda_test.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libc10_cuda.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libcaffe2_nvrtc.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libcudart-9335f6a2.so.12" PackageSuffix="part1" />
<File Include= "libtorch\lib\libcudnn.so.8" PackageSuffix="part1" />
<File Include= "libtorch\lib\libgomp-98b21ff3.so.1" PackageSuffix="part1" />
<File Include= "libtorch\lib\libjitbackend_test.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libnnapi_backend.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libnvrtc-b51b459d.so.12" PackageSuffix="part1" />
<File Include= "libtorch\lib\libnvrtc-builtins-6c5639ce.so.12.1" PackageSuffix="part1" />
<File Include= "libtorch\lib\libnvToolsExt-847d78f2.so.1" PackageSuffix="part1" />
<File Include= "libtorch\lib\libshm.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libtorchbind_test.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libtorch.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libtorch_python.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libtorch_global_deps.so" PackageSuffix="part1" />
<File Include= "libtorch\lib\libcudnn_ops_infer.so.8" PackageSuffix="part1" />
<!-- This vast file needs a special magic, we split it into multiple chunks in different packages. -->
<!-- The chunks actually all have the same size but have different sections zero'd out. We "or" the bits back together on package restore. -->
<File Include= "libtorch\lib\libtorch_cpu.so" PackageSuffix="part2-primary" FileUnstitchIndex="0" FileUnstitchStart="0" FileUnstitchSize="250000000" />
<File Include= "libtorch\lib\libtorch_cpu.so" PackageSuffix="part2-fragment1" FileUnstitchIndex="1" FileUnstitchStart="250000000" FileUnstitchSize="-1" />
<!-- This vast file needs a special magic, we split it into multiple chunks in different packages. -->
<!-- The chunks actually all have the same size but have different sections zero'd out. We "or" the bits back together on package restore. -->
<File Include= "libtorch\lib\libtorch_cuda.so" PackageSuffix="part3-primary" FileUnstitchIndex="0" FileUnstitchStart="0" FileUnstitchSize="350000000" />
<File Include= "libtorch\lib\libtorch_cuda.so" PackageSuffix="part3-fragment1" FileUnstitchIndex="1" FileUnstitchStart="350000000" FileUnstitchSize="350000000" />
<File Include= "libtorch\lib\libtorch_cuda.so" PackageSuffix="part3-fragment2" FileUnstitchIndex="2" FileUnstitchStart="700000000" FileUnstitchSize="300000000" />
<File Include= "libtorch\lib\libtorch_cuda.so" PackageSuffix="part3-fragment3" FileUnstitchIndex="3" FileUnstitchStart="1000000000" FileUnstitchSize="-1" />
<File Include= "libtorch\lib\libcudnn_cnn_infer.so.8" PackageSuffix="part4-primary" FileUnstitchIndex="0" FileUnstitchStart="0" FileUnstitchSize="275000000" />
<File Include= "libtorch\lib\libcudnn_cnn_infer.so.8" PackageSuffix="part4-fragment1" FileUnstitchIndex="1" FileUnstitchStart="275000000" FileUnstitchSize="-1" />
<File Include= "libtorch\lib\libcublasLt-f97bfc2c.so.12" PackageSuffix="part5-primary" FileUnstitchIndex="0" FileUnstitchStart="0" FileUnstitchSize="275000000" />
<File Include= "libtorch\lib\libcublasLt-f97bfc2c.so.12" PackageSuffix="part5-fragment1" FileUnstitchIndex="1" FileUnstitchStart="275000000" FileUnstitchSize="-1" />
<File Include= "libtorch\lib\libcudnn_adv_infer.so.8" PackageSuffix="part6" />
<File Include= "libtorch\lib\libcudnn_adv_train.so.8" PackageSuffix="part6" />
<File Include= "libtorch\lib\libcudnn_ops_train.so.8" PackageSuffix="part7" />
<File Include= "libtorch\lib\libcublas-37d11411.so.12" PackageSuffix="part7" />
<File Include= "libtorch\lib\libcudnn_cnn_train.so.8" PackageSuffix="part7" />
<File Include= "libtorch\lib\libtorch_cuda_linalg.so" PackageSuffix="part8" />
</ItemGroup>
<Target Name="DownloadArchive" Inputs="..\..\..\LICENSE" Outputs="$(DownloadedArchive);$(DownloadedLicenseFile)">
<MakeDir Directories="$(DownloadedArchiveFolder)" />
<MakeDir Directories="$(DownloadedLicenseFolder)" />
<DownloadFile SourceUrl="$(ArchiveUrl)" DestinationFolder="$(DownloadedArchiveFolder)" DestinationFileName="$(DownloadedArchiveFileName)" Condition="!Exists('$(DownloadedArchive)')" />
<DownloadFile SourceUrl="$(LicenseUrl)" DestinationFolder="$(DownloadedLicenseFolder)" DestinationFileName="$(DownloadedLicenseFileName)" Condition="!Exists('$(DownloadedLicense)')" />
</Target>
<!-- Validate and extract Archive for Libtorch -->
<Target Name="ValidateAndExtractArchives" DependsOnTargets="DownloadArchive" Inputs="$(DownloadedArchive)" Outputs="$(ExtractSemaphore)">
<Message Importance="High" Text="GetFileHash $(DownloadedArchive)" />
<GetFileHash Files="$(DownloadedArchive)"> <Output TaskParameter="Hash" PropertyName="DownloadedArchiveHash" /> </GetFileHash>
<WriteLinesToFile File="$(ArchiveShaFile)" Lines="$(DownloadedArchiveHash)" Overwrite="true" />
<!-- If specified we'll update the checked in SHAs with the downloaded ones. -->
<Copy Condition="'$(UpdateSHA)' == 'true'" SourceFiles="$(ArchiveShaFile)" DestinationFiles="$(LocalShaFile)" />
<Error Condition="!Exists('$(LocalShaFile)')" Text="SHA file '$(LocalShaFile)' does not exist. Build with /p:UpdateSHA=true to save it." />
<!-- Read in the SHAs as metadata on the archive items -->
<ItemGroup>
<Archive>
<LocalSha>$([System.IO.File]::ReadAllText('$(LocalShaFile)'))</LocalSha>
<DownloadSha>$([System.IO.File]::ReadAllText('$(ArchiveShaFile)'))</DownloadSha>
</Archive>
</ItemGroup>
<!-- Validate that the downloaded SHAs match the expected checked in SHAs -->
<Error Condition="'%(Archive.LocalSha)' != '%(Archive.DownloadSha)'" Text="Downloaded file '$(DownloadedArchive)' has unexpected SHA.%0A expected: %(Archive.LocalSha)%0A actual: %(Archive.DownloadSha)%0ABuild with /p:UpdateSHA=true if you intentionally changed the URL and wish to update the SHAs, otherwise this could indicate an incomplete download or intercerpted URL and should be examined." />
<!-- The archives are valid, lets extract them, ensuring an empty directory -->
<RemoveDir Directories="$(ExtractDirectory)" />
<MakeDir Directories="$(ExtractDirectory)" />
<Message Importance="High" Text="Unzip $(DownloadedArchive) --> $(ExtractDirectory)" />
<Unzip Condition="'$(ArchiveExtension)' == '.zip'" SourceFiles="$(DownloadedArchive)" DestinationFolder="$(ExtractDirectory)" OverwriteReadOnlyFiles="true" />
<Exec Condition="'$(ArchiveExtension)' == '.tar.gz'"
WorkingDirectory="$(ExtractDirectory)"
Command="tar -xzmf "$([MSBuild]::MakeRelative('$(ExtractDirectory)', '$(DownloadedArchive)'))"" />
<WriteLinesToFile File="$(ExtractSemaphore)" Lines="done" Overwrite="true" />
<!-- delete the archive files when running on CI -->
<Message Importance="High" Text="Deleting '$(DownloadedArchive)' to free up space." Condition="'$(TF_BUILD)' != ''" />
<Delete Files="$(DownloadedArchive)" Condition="'$(TF_BUILD)' != ''" />
</Target>
<!-- Hack vast files into separate pieces so we can place them in separate nuget packages. -->
<UsingTask
TaskName="FileUnstitch"
TaskFactory="RoslynCodeTaskFactory"
AssemblyFile="$(MSBuildToolsPath)\Microsoft.Build.Tasks.Core.dll" >
<ParameterGroup>
<SourceFile ParameterType="System.String" Required="true" />
<DestinationFolder ParameterType="System.String" Required="true" />
<Start ParameterType="System.Int64" Required="true" />
<Size ParameterType="System.Int64" Required="true" />
<Index ParameterType="System.String" Required="true" />
</ParameterGroup>
<Task>
<Using Namespace="System"/>
<Using Namespace="System.IO"/>
<Using Namespace="System.IO.MemoryMappedFiles"/>
<Code Type="Fragment" Language="cs">
<![CDATA[
{
string name = Path.GetFileName(SourceFile) + ((Start == 0) ? "" : ".fragment" + Index);
if (Size == -1)
Size = Int32.MaxValue;
var fi = new FileInfo(SourceFile);
Console.WriteLine($"Opening source {SourceFile} for fragment {Index}...");
using (var mmf = MemoryMappedFile.CreateFromFile(SourceFile))
{
long totSize = fi.Length;
if (Start != 0)
DestinationFolder = DestinationFolder.Replace("runtimes", "fragments");
Directory.CreateDirectory(DestinationFolder);
string outfile = Path.Combine(DestinationFolder, name);
Size = Math.Max(Math.Min(Size, totSize - Start), 0);
Console.WriteLine($"Reading fragment {Index} ({Start}..{Start + Size - 1}) from {SourceFile}...");
var outBytes = new byte[Size];
using (var accessor = mmf.CreateViewAccessor(Start, Size))
{
accessor.ReadArray<byte>(0, outBytes, 0, (int)Size);
}
Console.WriteLine($"Writing fragment to {outfile}...");
File.WriteAllBytes(outfile, outBytes);
}
}
if (Start == 0)
{
using (var sha256Hash = System.Security.Cryptography.SHA256.Create())
{
using (FileStream stream = File.OpenRead(SourceFile))
{
Console.WriteLine("Computing SHA...");
byte[] bytes = sha256Hash.ComputeHash(stream);
var builder = new System.Text.StringBuilder();
for (int i = 0; i < bytes.Length; i++)
{
builder.Append(bytes[i].ToString("x2"));
}
var sha = builder.ToString();
string shaFileName = Path.Combine(DestinationFolder, Path.GetFileName(SourceFile) + ".sha");
File.WriteAllText(shaFileName, sha);
Console.WriteLine($"Computed SHA {sha}...");
}
}
}
]]>
</Code>
</Task>
</UsingTask>
<Target Name="CopyFilesFromArchive" DependsOnTargets="ValidateAndExtractArchives" Inputs="$(ExtractSemaphore)" Outputs="$(CopyToPackageSemaphore)">
<Message Importance="High" Text="@(File) -> $(MainPackageFolder)-%(File.PackageSuffix)\runtimes\$(TargetRuntimeID)\native\" />
<!-- Copy to MainPackageFolder to use in libtorch-cuda-* packages build -->
<Copy SourceFiles="$(ExtractDirectory)\%(File.Identity)" DestinationFolder="$(MainPackageFolder)-%(File.PackageSuffix)\runtimes\$(TargetRuntimeID)\native\" SkipUnchangedFiles="true" Condition="'%(File.FileUnstitchStart)' == '' AND '$(IncludeLibTorchCudaPackages)' == 'true'" />
<FileUnstitch SourceFile="$(ExtractDirectory)\%(File.Identity)" DestinationFolder="$(MainPackageFolder)-%(File.PackageSuffix)\runtimes\$(TargetRuntimeID)\native\" Start="%(File.FileUnstitchStart)" Size="%(File.FileUnstitchSize)" Index="%(File.FileUnstitchIndex)" Condition="'%(File.FileUnstitchStart)' != '' AND '$(IncludeLibTorchCudaPackages)' == 'true'" />
<!-- Copy license to MainPackageFolder to use in libtorch-cuda-* packages build -->
<Copy SourceFiles="$(DownloadedLicenseFile)" DestinationFolder="$(MainPackageFolder)\" SkipUnchangedFiles="true" Condition="'$(IncludeLibTorchCudaPackages)' == 'true'" />
<!-- Copy to NativeCudaOutputPath to use in tests -->
<MakeDir Directories="$(NativeCudaOutputPath)" Condition="'$(SkipCuda)' != 'true' AND '$(SkipTests)' != 'true' " />
<Copy SourceFiles="$(ExtractDirectory)\%(File.Identity)" DestinationFolder="$(NativeCudaOutputPath)" SkipUnchangedFiles="true" Condition="'$(SkipCuda)' != 'true' AND '$(SkipTests)' != 'true' AND ('%(File.FileUnstitchStart)' == '' OR '%(File.FileUnstitchStart)' == '0') " />
<Message Importance="High" Text="Deleting '$(ExtractDirectory)\%(File.Identity)' to free up space." Condition="'$(TF_BUILD)' != ''" />
<Delete Files="$(ExtractDirectory)\%(File.Identity)" Condition="'$(TF_BUILD)' != ''" />
<WriteLinesToFile File="$(CopyToPackageSemaphore)" Lines="done" Overwrite="true" />
</Target>
<!-- Define Build to do the work of downloading and copying assets -->
<Target Name="Build" DependsOnTargets="CopyFilesFromArchive" />
<Target Name="Clean">
<RemoveDir Directories="$(IntermediateOutputPath)" />
</Target>
</Project>