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Hi,
I followed the installation instructions provided here and installed CUDA 11.3 and cuDNN 8.4 as per the support matrix.
Running the following command:
C:\Users\Utente>nvidia-smi
gives the following output:
Mon Sep 23 10:20:22 2024 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 516.01 Driver Version: 516.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA T400 WDDM | 00000000:01:00.0 On | N/A | | 41% 53C P0 N/A / 31W | 277MiB / 2048MiB | 3% Default | | | | N/A | +-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | 0 N/A N/A 9544 C+G ...5n1h2txyewy\SearchApp.exe N/A | | 0 N/A N/A 9616 C+G C:\Windows\explorer.exe N/A | | 0 N/A N/A 10080 C+G ...artMenuExperienceHost.exe N/A | | 0 N/A N/A 12056 C+G ...me\Application\chrome.exe N/A | | 0 N/A N/A 12332 C+G ...Spark\CiscoCollabHost.exe N/A | | 0 N/A N/A 12596 C+G ...ge\Application\msedge.exe N/A | | 0 N/A N/A 12732 C+G ...oft\OneDrive\OneDrive.exe N/A | | 0 N/A N/A 12924 C+G ...2txyewy\TextInputHost.exe N/A | | 0 N/A N/A 14536 C+G ...qxf38zg5c\Skype\Skype.exe N/A | +-----------------------------------------------------------------------------+
Running the nvcc --version command shows:
nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2022 NVIDIA Corporation Built on Tue_May__3_19:00:59_Pacific_Daylight_Time_2022 Cuda compilation tools, release 11.7, V11.7.64 Build cuda_11.7.r11.7/compiler.31294372_0
I tried running the example provided here, but RStudio crashes after running the fit part. The same issue occurs with other examples as well.
I am using CUDA, and the cuda_is_available() command returns TRUE. Also, this simple code runs without issues:
torch_tensor(1, device = "cuda")
which outputs:
torch_tensor 1 [ CUDAFloatType{1} ]
Session Info:
sessionInfo() R version 4.4.1 (2024-06-14 ucrt) Platform: x86_64-w64-mingw32/x64 Running under: Windows 10 x64 (build 19045)
Matrix products: default
locale: [1] LC_COLLATE=Italian_Italy.utf8 LC_CTYPE=Italian_Italy.utf8 LC_MONETARY=Italian_Italy.utf8 LC_NUMERIC=C LC_TIME=Italian_Italy.utf8
time zone: Europe/Rome tzcode source: internal
attached base packages: [1] stats graphics grDevices utils datasets methods base
other attached packages: [1] torch_0.13.0
loaded via a namespace (and not attached): [1] processx_3.8.4 bit_4.5.0 compiler_4.4.1 magrittr_2.0.3 cli_3.6.3 tools_4.4.1 rstudioapi_0.16.0 Rcpp_1.0.13 bit64_4.0.5 [10] coro_1.0.4 callr_3.7.6 ps_1.8.0 rlang_1.1.4
Envoroment variables:
Sys.getenv() ALLUSERSPROFILE C:\ProgramData APPDATA C:\Users\Utente\AppData\Roaming 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-R4FSQGB ComSpec C:\Windows\system32\cmd.exe CUDA_MODULE_LOADING LAZY CUDA_PATH C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.7 CUDA_PATH_V11_7 C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.7 CURL_CA_BUNDLE C:/PROGRA1/R/R-441.1/etc/curl-ca-bundle.crt DISPLAY :0 DriverData C:\Windows\System32\Drivers\DriverData GFORTRAN_STDERR_UNIT -1 GFORTRAN_STDOUT_UNIT -1 GIT_ASKPASS rpostback-askpass HOME C:\Users\Utente\Documents HOMEDRIVE C: HOMEPATH \Users\Utente JD2_HOME C:\Users\Utente\AppData\Local\JDownloader 2.0 LOCALAPPDATA C:\Users\Utente\AppData\Local LOGONSERVER \DESKTOP-R4FSQGB MPLENGINE tkAgg MSYS2_ENV_CONV_EXCL R_ARCH NUMBER_OF_PROCESSORS 16 NVTOOLSEXT_PATH C:\Program Files\NVIDIA Corporation\NvToolsExt OneDrive C:\Users\Utente\OneDrive OneDriveConsumer C:\Users\Utente\OneDrive ORIGINAL_XDG_CURRENT_DESKTOP undefined OS Windows_NT PATH C:\rtools44\x86_64-w64-mingw32.static.posix\bin;C:\rtools44\usr\bin;C:\Program Files\R\R-4.4.1\bin\x64;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.7\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.7\libnvvp;C:\Program Files\NVIDIA\CUDNN\v9.4\bin;C:\Program Files (x86)\Common Files\Oracle\Java\javapath;C:\Windows\system32;C:\Windows;C:\Windows\System32\Wbem;C:\Windows\System32\WindowsPowerShell\v1.0;C:\Windows\System32\OpenSSH;C:\Program Files\PuTTY;C:\Program Files\dotnet;C:\Program Files (x86)\Windows Kits\10\Windows Performance Toolkit;C:\Program Files\NVIDIA Corporation\Nsight Compute 2022.2.0;C:\Program Files (x86)\NVIDIA Corporation\PhysX\Common;C:\Users\Utente\AppData\Local\Programs\Python\Python312\Scripts;C:\Users\Utente\AppData\Local\Programs\Python\Python312;C:\Users\Utente\AppData\Local\Programs\Python\Launcher;C:\Users\Utente\AppData\Local\Microsoft\WindowsApps;C:\Users\Utente\anaconda3;C:\Users\Utente\anaconda3\Scripts;C:\Users\Utente\anaconda3\condabin;C:\Program Files\snap\bin;C:\Users\Utente.dotnet\tools;C:\Program Files\RStudio\resources\app\bin\quarto\bin;C:\Program Files\RStudio\resources\app\bin\postback PATHEXT .COM;.EXE;.BAT;.CMD;.VBS;.VBE;.JS;.JSE;.WSF;.WSH;.MSC PROCESSOR_ARCHITECTURE AMD64 PROCESSOR_IDENTIFIER Intel64 Family 6 Model 167 Stepping 1, GenuineIntel PROCESSOR_LEVEL 6 PROCESSOR_REVISION a701 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 PUBLIC C:\Users\Public PYTHONIOENCODING utf-8 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 13.2.0 R_DOC_DIR C:/PROGRA1/R/R-441.1/doc R_HOME C:/PROGRA1/R/R-441.1 R_INCLUDE_DIR C:/PROGRA1/R/R-441.1/include R_LIBS_SITE C:/PROGRA1/R/R-441.1/site-library R_LIBS_USER C:\Users\Utente\AppData\Local/R/win-library/4.4 R_PLATFORM R_RTOOLS44_PATH C:\rtools44/x86_64-w64-mingw32.static.posix/bin;C:\rtools44/usr/bin R_RUNTIME ucrt R_SHARE_DIR C:/PROGRA1/R/R-441.1/share R_USER C:/Users/Utente/Documents RMARKDOWN_MATHJAX_PATH C:/Program Files/RStudio/resources/app/resources/mathjax-27 RS_LOCAL_PEER \.\pipe\11387-rsession RS_LOG_LEVEL WARN RS_RPOSTBACK_PATH C:/Program Files/RStudio/resources/app/bin/rpostback.exe RS_SHARED_SECRET a6bf0920-9afa-4f41-8dd0-5a5d693ea141 RSTUDIO 1 RSTUDIO_CLI_HYPERLINKS true RSTUDIO_CONSOLE_COLOR 256 RSTUDIO_CONSOLE_WIDTH 172 RSTUDIO_DESKTOP_EXE C:\Program Files\RStudio\rstudio.exe RSTUDIO_MSYS_SSH C:/Program Files/RStudio/resources/app/bin/msys-ssh-1000-18 RSTUDIO_PANDOC C:/Program Files/RStudio/resources/app/bin/quarto/bin/tools RSTUDIO_PROGRAM_MODE desktop RSTUDIO_SESSION_PID 15484 RSTUDIO_SESSION_PORT 11387 RSTUDIO_USER_IDENTITY Utente RSTUDIO_WINUTILS C:/Program Files/RStudio/resources/app/bin/winutils RTOOLS40_HOME C:\RBuildTools\4.0 RTOOLS44_HOME C:\rtools44 SESSIONNAME Console SSH_ASKPASS rpostback-askpass SystemDrive C: SystemRoot C:\Windows TEMP C:\Users\Utente\AppData\Local\Temp TERM xterm-256color TMP C:\Users\Utente\AppData\Local\Temp USERDOMAIN DESKTOP-R4FSQGB USERDOMAIN_ROAMINGPROFILE DESKTOP-R4FSQGB USERNAME Utente USERPROFILE C:\Users\Utente windir C:\Windows
My nvcc path:
system("which nvcc", intern = TRUE)
returns:
[1] "/c/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.7/bin/nvcc"
Any help with diagnosing and resolving these crashes would be greatly appreciated!
The text was updated successfully, but these errors were encountered:
No branches or pull requests
Hi,
I followed the installation instructions provided here and installed CUDA 11.3 and cuDNN 8.4 as per the support matrix.
Running the following command:
C:\Users\Utente>nvidia-smi
gives the following output:
Mon Sep 23 10:20:22 2024
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 516.01 Driver Version: 516.01 CUDA Version: 11.7 |
|-------------------------------+----------------------+----------------------+
| GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 NVIDIA T400 WDDM | 00000000:01:00.0 On | N/A |
| 41% 53C P0 N/A / 31W | 277MiB / 2048MiB | 3% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 9544 C+G ...5n1h2txyewy\SearchApp.exe N/A |
| 0 N/A N/A 9616 C+G C:\Windows\explorer.exe N/A |
| 0 N/A N/A 10080 C+G ...artMenuExperienceHost.exe N/A |
| 0 N/A N/A 12056 C+G ...me\Application\chrome.exe N/A |
| 0 N/A N/A 12332 C+G ...Spark\CiscoCollabHost.exe N/A |
| 0 N/A N/A 12596 C+G ...ge\Application\msedge.exe N/A |
| 0 N/A N/A 12732 C+G ...oft\OneDrive\OneDrive.exe N/A |
| 0 N/A N/A 12924 C+G ...2txyewy\TextInputHost.exe N/A |
| 0 N/A N/A 14536 C+G ...qxf38zg5c\Skype\Skype.exe N/A |
+-----------------------------------------------------------------------------+
Running the nvcc --version command shows:
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Tue_May__3_19:00:59_Pacific_Daylight_Time_2022
Cuda compilation tools, release 11.7, V11.7.64
Build cuda_11.7.r11.7/compiler.31294372_0
I tried running the example provided here, but RStudio crashes after running the fit part. The same issue occurs with other examples as well.
I am using CUDA, and the cuda_is_available() command returns TRUE.
Also, this simple code runs without issues:
torch_tensor(1, device = "cuda")
which outputs:
torch_tensor
1
[ CUDAFloatType{1} ]
Session Info:
Matrix products: default
locale:
[1] LC_COLLATE=Italian_Italy.utf8 LC_CTYPE=Italian_Italy.utf8 LC_MONETARY=Italian_Italy.utf8 LC_NUMERIC=C LC_TIME=Italian_Italy.utf8
time zone: Europe/Rome
tzcode source: internal
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] torch_0.13.0
loaded via a namespace (and not attached):
[1] processx_3.8.4 bit_4.5.0 compiler_4.4.1 magrittr_2.0.3 cli_3.6.3 tools_4.4.1 rstudioapi_0.16.0 Rcpp_1.0.13 bit64_4.0.5
[10] coro_1.0.4 callr_3.7.6 ps_1.8.0 rlang_1.1.4
Envoroment variables:
My nvcc path:
returns:
[1] "/c/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.7/bin/nvcc"
Any help with diagnosing and resolving these crashes would be greatly appreciated!
The text was updated successfully, but these errors were encountered: