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R Interface to Torch
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Rstudio crashes when fitting using luz #861

Open MislavSag opened 2 years ago

MislavSag commented 2 years ago

Hi,

I have followed installation instructions here https://torch.mlverse.org/docs/articles/installation.html

and sintall CUDA 11.3 an cuddn 8.4.

I have tried to run example here https://mlverse.github.io/luz/articles/examples/dogs-vs-cats-binary-classification.html

but my R studio crasheh afer I run fitt part.

I have also tried with other examples, but R studio crashed too.

I am using cuda:

> cuda_is_available()
[1] TRUE

This simple code works:

> torch_tensor(1, device = "cuda")
torch_tensor
 1
[ CUDAFloatType{1} ]

Session Info:

> sessionInfo()
R version 4.2.1 (2022-06-23 ucrt)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19044)

Matrix products: default

locale:
[1] LC_COLLATE=English_United States.utf8  LC_CTYPE=English_United States.utf8    LC_MONETARY=English_United States.utf8
[4] LC_NUMERIC=C                           LC_TIME=English_United States.utf8    

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
[1] magrittr_2.0.3         luz_0.2.0              torchdatasets_0.1.0    torchvision_0.4.1.9000 torch_0.8.0           

loaded via a namespace (and not attached):
 [1] igraph_1.3.4       Rcpp_1.0.9         rstudioapi_0.13    bit_4.0.4          R6_2.5.1           jpeg_0.1-9         rlang_1.0.4       
 [8] stringr_1.4.0      tools_4.2.1        coro_1.0.3         png_0.1-7          captcha_0.0.0.9000 cli_3.3.0          bit64_4.0.5       
[15] bmp_0.3            processx_3.7.0     purrr_0.3.4        callr_3.7.1        fs_1.5.2           ps_1.7.1           zeallot_0.1.0     
[22] tiff_0.1-11        readbitmap_0.1.5   stringi_1.7.6      compiler_4.2.1     imager_0.42.13     generics_0.1.3     pkgconfig_2.0.3

Envoroment variables:

> Sys.getenv()
ALLUSERSPROFILE                            C:\ProgramData
ANDROID_HOME                               C:\Users\Mislav\AppData\Local\Android\Sdk
APPDATA                                    C:\Users\Mislav\AppData\Roaming
CapMonsterCurrentPath                      C:\Program Files\ZennoLab\EN\CapMonster Pro\2.10.10.0\Progs
ChocolateyInstall                          C:\ProgramData\chocolatey
ChocolateyLastPathUpdate                   132874935011172060
CLICOLOR_FORCE                             1
CommonProgramFiles                         C:\Program Files\Common Files
CommonProgramFiles(x86)                    C:\Program Files (x86)\Common Files
CommonProgramW6432                         C:\Program Files\Common Files
COMPUTERNAME                               DESKTOP-KBV1GE9
ComSpec                                    C:\WINDOWS\system32\cmd.exe
CURL_CA_BUNDLE                             C:/PROGRA~1/R/R-42~1.1/etc/curl-ca-bundle.crt
DISPLAY                                    :0
DriverData                                 C:\Windows\System32\Drivers\DriverData
GFORTRAN_STDERR_UNIT                       -1
GFORTRAN_STDOUT_UNIT                       -1
HEADLESS_CHROME                            C:\Program Files (x86)\Google\Chrome\Application\chrome.exe
HOME                                       C:/Users/Mislav/Documents
HOMEDRIVE                                  C:
HOMEPATH                                   \Users\Mislav
JAVA_HOME                                  C:\Program Files\Java\jre1.8.0_221
LOCALAPPDATA                               C:\Users\Mislav\AppData\Local
LOGONSERVER                                \\DESKTOP-KBV1GE9
MFilesVersion                              22.6.11534.5
MPLENGINE                                  tkAgg
MSMPI_BIN                                  C:\Program Files\Microsoft MPI\Bin\
MSYS2_ENV_CONV_EXCL                        R_ARCH
NUMBER_OF_PROCESSORS                       32
NVTOOLSEXT_PATH                            C:\Program Files\NVIDIA Corporation\NvToolsExt\
OneDrive                                   C:\Users\Mislav\OneDrive
OneDriveConsumer                           C:\Users\Mislav\OneDrive
OS                                         Windows_NT
PATH                                       c:/rtools42/x86_64-w64-mingw32.static.posix/bin;c:/rtools42/usr/bin;C:\Program
                                           Files\R\R-4.2.1\bin\x64;C:\Program Files (x86)\Microsoft
                                           SDKs\Azure\CLI2\wbin;C:\Program Files\NVIDIA GPU Computing
                                           Toolkit\CUDA\v11.3\bin;C:\Program Files\NVIDIA GPU Computing
                                           Toolkit\CUDA\v11.3\libnvvp;C:\Program Files\Microsoft MPI\Bin\;C:\Program Files
                                           (x86)\Common
                                           Files\Oracle\Java\javapath;C:\Windows\system32;C:\Windows\System32\Wbem;C:\Windows\System32\WindowsPowerShell\v1.0\;C:\Windows\System32\OpenSSH\;C:\WINDOWS\system32;C:\WINDOWS;C:\WINDOWS\System32\Wbem;C:\WINDOWS\System32\WindowsPowerShell\v1.0\;C:\WINDOWS\System32\OpenSSH\;C:\Program
                                           Files\SafeNet\Authentication\SAC\x64;C:\Program Files (x86)\PDFtk\bin\;C:\Program
                                           Files\NVIDIA Corporation\NVIDIA NvDLISR;C:\Program Files (x86)\NVIDIA
                                           Corporation\PhysX\Common;C:\Users\Mislav\AppData\Roaming\Python\Python37\Scripts;C:\Program
                                           Files\nodejs\;C:\Program Files\Java\jdk-12.0.2\bin;C:\Program
                                           Files\Java\jre1.8.0_221\bin;C:\ffmpeg-20190821-661a9b2-win64-static\bin;C:\Binaries-LuaDist-batteries-0.9.8-Windows-x86\bin;C:\Program
                                           Files\MongoDB\Server\4.2\bin;C:\Program Files\7-Zip;C:\Program
                                           Files\Git\cmd;C:\Program Files (x86)\Calibre2\;C:\Program Files
                                           (x86)\dotnet\;C:\Program Files\dotnet\;C:\Program Files\NVIDIA GPU Computing
                                           Toolkit\CUDA\v11.3\include;C:\Program Files\NVIDIA GPU Computing
                                           Toolkit\CUDA\v11.3\extras\CUPTI\lib64;C:\tools\cuda\bin;C:\Program
                                           Files\CMake\bin;C:\rtools40\usr\bin;C:\chromedriver_win32;C:\geckodriver-v0.29.0-win64;C:\Program
                                           Files\PuTTY\;C:\Program Files (x86)\Microsoft Visual
                                           Studio\2019\Community\MSBuild\Current\Bin;C:\Program
                                           Files\qpdf-10.1.0\bin;C:\WINDOWS\system32;C:\WINDOWS\System32\Wbem;C:\WINDOWS\System32\WindowsPowerShell\v1.0\;C:\WINDOWS\System32\OpenSSH\;C:\Program
                                           Files\Microsoft\Azure Functions Core Tools\;C:\ProgramData\chocolatey\bin;C:\Program
                                           Files (x86)\Google\Cloud SDK\google-cloud-sdk\bin;C:\Program
                                           Files\doctl\;C:\RBuildTools\4.0;C:\Users\Mislav\AppData\Local\Pandoc;C:\Program
                                           Files\Docker\Docker\resources\bin;C:\ProgramData\DockerDesktop\version-bin;C:\cudnn-windows-x86_64-8.4.0.27_cuda11.6-archive;C:\Users\Mislav\AppData\Local\Programs\Python\Python310\Scripts\;C:\Users\Mislav\AppData\Local\Programs\Python\Python310\;C:\Users\Mislav\AppData\Local\Microsoft\WindowsApps;C:\Users\Mislav\AppData\Roaming\npm;C:\Users\Mislav\AppData\Local\Programs\Fiddler;C:\Program
                                           Files\JetBrains\PyCharm Community Edition
                                           2019.3.1\bin;C:\Users\Mislav\AppData\Local\atom\bin;C:\Users\Mislav\AppData\Local\GitHubDesktop\bin;C:\Users\Mislav\AppData\Roaming\TinyTeX\bin\win32;C:\Users\Mislav\AppData\Local\Programs\Microsoft
                                           VS
                                           Code\bin;C:\Users\Mislav\.dotnet\tools;C:\Users\Mislav\AppData\Local\Microsoft\WindowsApps;C:\Program
                                           Files (x86)\DTN\IQFeed;C:\Users\Mislav\AppData\Local\Pandoc\;C:/Program
                                           Files/RStudio/bin/quarto/bin
PATHEXT                                    .COM;.EXE;.BAT;.CMD;.VBS;.VBE;.JS;.JSE;.WSF;.WSH;.MSC
PROCESSOR_ARCHITECTURE                     AMD64
PROCESSOR_IDENTIFIER                       AMD64 Family 23 Model 8 Stepping 2, AuthenticAMD
PROCESSOR_LEVEL                            23
PROCESSOR_REVISION                         0802
ProgramData                                C:\ProgramData
ProgramFiles                               C:\Program Files
ProgramFiles(x86)                          C:\Program Files (x86)
ProgramW6432                               C:\Program Files
PSModulePath                               C:\Program
                                           Files\WindowsPowerShell\Modules;C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules;C:\Program
                                           Files (x86)\Google\Cloud SDK\google-cloud-sdk\platform\PowerShell
PUBLIC                                     C:\Users\Public
PyCharm Community Edition                  C:\Program Files\JetBrains\PyCharm Community Edition 2019.3.1\bin;
PYTHONIOENCODING                           utf-8
QT_D3DCREATE_MULTITHREADED                 1
R_ARCH                                     /x64
R_CLI_HAS_HYPERLINK_IDE_HELP               true
R_CLI_HAS_HYPERLINK_IDE_RUN                true
R_CLI_HAS_HYPERLINK_IDE_VIGNETTE           true
R_COMPILED_BY                              gcc 10.3.0
R_DOC_DIR                                  C:/PROGRA~1/R/R-42~1.1/doc
R_HOME                                     C:/PROGRA~1/R/R-42~1.1
R_LIBS_SITE                                C:/PROGRA~1/R/R-42~1.1/site-library
R_LIBS_USER                                C:\Users\Mislav\AppData\Local/R/win-library/4.2
R_RTOOLS42_PATH                            c:/rtools42/x86_64-w64-mingw32.static.posix/bin;c:/rtools42/usr/bin
R_USER                                     C:/Users/Mislav/Documents
RMARKDOWN_MATHJAX_PATH                     C:/Program Files/RStudio/resources/mathjax-27
RS_LOCAL_PEER                              \\.\pipe\62683-rsession
RS_RPOSTBACK_PATH                          C:/Program Files/RStudio/bin/rpostback
RS_SHARED_SECRET                           411d8ae5-fde5-4d2d-8ec1-bb35b415cae2
RSTUDIO                                    1
RSTUDIO_CLI_HYPERLINKS                     true
RSTUDIO_CONSOLE_COLOR                      256
RSTUDIO_CONSOLE_WIDTH                      80
RSTUDIO_MSYS_SSH                           C:/Program Files/RStudio/bin/msys-ssh-1000-18
RSTUDIO_PANDOC                             C:/Program Files/RStudio/bin/quarto/bin/tools
RSTUDIO_PROGRAM_MODE                       desktop
RSTUDIO_SESSION_PID                        11316
RSTUDIO_SESSION_PORT                       62683
RSTUDIO_USER_IDENTITY                      Mislav
RSTUDIO_WINUTILS                           C:/Program Files/RStudio/bin/winutils
RTOOLS40_HOME                              C:\RBuildTools\4.0
SESSIONNAME                                Console
SystemDrive                                C:
SystemRoot                                 C:\WINDOWS
TEMP                                       C:\Users\Mislav\AppData\Local\Temp
TERM                                       xterm-256color
TMP                                        C:\Users\Mislav\AppData\Local\Temp
USERDOMAIN                                 DESKTOP-KBV1GE9
USERDOMAIN_ROAMINGPROFILE                  DESKTOP-KBV1GE9
USERNAME                                   Mislav
USERPROFILE                                C:\Users\Mislav
VS140COMNTOOLS                             C:\Program Files (x86)\Microsoft Visual Studio 14.0\Common7\Tools\
windir                                     C:\WINDOWS

Nvcc path:

> system("which nvcc", intern = TRUE)
[1] "/c/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.3/bin/nvcc"
MislavSag commented 2 years ago

I have uninstalled all nvidia downloads and installed Cuda and cudnn again. And I have the same problem. R studio crashes when executing above code.