Cannot install the torchvision package, using https://blogs.rstudio.com/ai/posts/2020-09-29-introducing-torch-for-r/
lgawarec opened this issue · 4 comments
I get the same error every time when I try to install torchvision. I tried Yes and No for the pop-up question on using sources.
I first did the following:
install.packages("torch")
install.packages("devtools")
devtools::install_github("mlverse/torch")
library(torch)
This command failed to execute
torch_tensor(1, device = "cuda")
Error in torch_tensor_cpp(data, dtype, device, requires_grad, pin_memory) :
PyTorch is not linked with support for cuda devices
Exception raised from getDeviceGuardImpl at C:\actions-runner_work\pytorch\pytorch\builder\windows\pytorch\c10/core/impl/DeviceGuardImplInterface.h:319 (most recent call first):
00007FFF3E8FAD1200007FFF3E8FACB0 c10.dll!c10::Error::Error [ @ ]
00007FFF3E8FA79E00007FFF3E8FA750 c10.dll!c10::detail::torchCheckFail [ @ ]
00007FFEC811EC0500007FFEC811EA60 torch_cpu.dll!at::Context::getDeviceFromPtr [ @ ]
00007FFEC85F0A4600007FFEC85F09B0 torch_cpu.dll!at::native::to [ @ ]
00007FFEC92DA96800007FFEC92D4610 torch_cpu.dll!at::compositeimplicitautograd::where [ @ ]
00007FFEC92C40ED00007FFEC928FAC0 torch_cpu.dll!at::compositeimplicitautograd::broadcast_to [ @ ]
00007FFEC8AF510F00007FFEC8AF4EE0 torch_cpu.dll!at::_ops::to_dtype_layout
Here is my session for installing torchvision, please help, many thanks!
R version 4.1.3 (2022-03-10) -- "One Push-Up"
Copyright (C) 2022 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64 (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
Warning: namespace ‘caret’ is not available and has been replaced
by .GlobalEnv when processing object ‘ctrl’
[Workspace loaded from ~/.RData]
Loading required package: ROCR
devtools::install_github("mlverse/torchvision")
Downloading GitHub repo mlverse/torchvision@HEAD
These packages have more recent versions available.
It is recommended to update all of them.
Which would you like to update?
1: All
2: CRAN packages only
3: None
4: cli (3.6.0 -> 3.6.1 ) [CRAN]
5: rlang (1.0.6 -> 1.1.1 ) [CRAN]
6: Rcpp (1.0.8.3 -> 1.0.10) [CRAN]
Enter one or more numbers, or an empty line to skip updates: 1
cli (3.6.0 -> 3.6.1 ) [CRAN]
rlang (1.0.6 -> 1.1.1 ) [CRAN]
Rcpp (1.0.8.3 -> 1.0.10) [CRAN]
Installing 3 packages: cli, rlang, Rcpp
There is a binary version available but the source version is
later:
binary source needs_compilation
rlang 1.1.0 1.1.1 TRUE
trying URL 'https://cran.rstudio.com/bin/windows/contrib/4.1/cli_3.6.1.zip'
Content type 'application/zip' length 1388241 bytes (1.3 MB)
downloaded 1.3 MB
trying URL 'https://cran.rstudio.com/bin/windows/contrib/4.1/rlang_1.1.0.zip'
Content type 'application/zip' length 1710397 bytes (1.6 MB)
downloaded 1.6 MB
trying URL 'https://cran.rstudio.com/bin/windows/contrib/4.1/Rcpp_1.0.10.zip'
Content type 'application/zip' length 3291415 bytes (3.1 MB)
downloaded 3.1 MB
package ‘cli’ successfully unpacked and MD5 sums checked
Warning: cannot remove prior installation of package ‘cli’
Warning: restored ‘cli’
package ‘rlang’ successfully unpacked and MD5 sums checked
Warning: cannot remove prior installation of package ‘rlang’
Warning: restored ‘rlang’
package ‘Rcpp’ successfully unpacked and MD5 sums checked
Warning: cannot remove prior installation of package ‘Rcpp’
Warning: restored ‘Rcpp’
The downloaded binary packages are in
C:\Users\lgawarec\AppData\Local\Temp\Rtmp8gy3Lz\downloaded_packages
-- R CMD build -------------------------------------------------------------
v checking for file 'C:\Users\lgawarec\AppData\Local\Temp\Rtmp8gy3Lz\remotes2bc831b0207a\mlverse-torchvision-2d8b936/DESCRIPTION' ...
- preparing 'torchvision':
v checking DESCRIPTION meta-information ... - checking for LF line-endings in source and make files and shell scripts
- checking for empty or unneeded directories
Removed empty directory 'torchvision/vignettes/examples'
Removed empty directory 'torchvision/vignettes' - building 'torchvision_0.5.1.9000.tar.gz'
- installing source package 'torchvision' ...
** using staged installation
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
converting help for package 'torchvision'
finding HTML links ... done
base_loader html
cifar10_dataset html
draw_bounding_boxes html
draw_keypoints html
draw_segmentation_masks html
image_folder_dataset html
kmnist_dataset html
magick_loader html
mnist_dataset html
model_alexnet html
model_inception_v3 html
model_mobilenet_v2 html
model_resnet html
model_vgg html
tensor_image_browse html
tensor_image_display html
tiny_imagenet_dataset html
transform_adjust_brightness html
transform_adjust_contrast html
transform_adjust_gamma html
transform_adjust_hue html
transform_adjust_saturation html
transform_affine html
transform_center_crop html
transform_color_jitter html
transform_convert_image_dtype html
transform_crop html
transform_five_crop html
transform_grayscale html
transform_hflip html
transform_linear_transformation html
transform_normalize html
transform_pad html
transform_perspective html
transform_random_affine html
transform_random_apply html
transform_random_choice html
transform_random_crop html
transform_random_erasing html
transform_random_grayscale html
transform_random_horizontal_flip html
transform_random_order html
transform_random_perspective html
transform_random_resized_crop html
transform_random_rotation html
transform_random_vertical_flip html
transform_resize html
transform_resized_crop html
transform_rgb_to_grayscale html
transform_rotate html
transform_ten_crop html
transform_to_tensor html
transform_vflip html
vision_make_grid html
** building package indices
** testing if installed package can be loaded from temporary location
*** arch - i386
Error: package or namespace load failed for 'torchvision' in library.dynam(lib, package, package.lib):
DLL 'torchpkg' not found: maybe not installed for this architecture?
Error: loading failed
Execution halted
*** arch - x64
ERROR: loading failed for 'i386' - removing 'C:/Program Files/R/R-4.1.3/library/torchvision'
Warning messages:
1: In file.copy(savedcopy, lib, recursive = TRUE) :
problem copying C:\Program Files\R\R-4.1.3\library\00LOCK\cli\libs\x64\cli.dll to C:\Program Files\R\R-4.1.3\library\cli\libs\x64\cli.dll: Permission denied
2: In file.copy(savedcopy, lib, recursive = TRUE) :
problem copying C:\Program Files\R\R-4.1.3\library\00LOCK\rlang\libs\x64\rlang.dll to C:\Program Files\R\R-4.1.3\library\rlang\libs\x64\rlang.dll: Permission denied
3: In file.copy(savedcopy, lib, recursive = TRUE) :
problem copying C:\Program Files\R\R-4.1.3\library\00LOCK\Rcpp\libs\x64\Rcpp.dll to C:\Program Files\R\R-4.1.3\library\Rcpp\libs\x64\Rcpp.dll: Permission denied
4: In i.p(...) :
installation of package ‘C:/Users/lgawarec/AppData/Local/Temp/Rtmp8gy3Lz/file2bc81346248c/torchvision_0.5.1.9000.tar.gz’ had non-zero exit status
torch_tensor(1, device = "cuda") Not woking on my computer
devtools::install_github("mlverse/torchvision")
Downloading GitHub repo mlverse/torchvision@HEAD
These packages have more recent versions available.
It is recommended to update all of them.
Which would you like to update?
1: All
2: CRAN packages only
3: None
4: cli (3.6.0 -> 3.6.1 ) [CRAN]
5: rlang (1.0.6 -> 1.1.1 ) [CRAN]
6: Rcpp (1.0.8.3 -> 1.0.10) [CRAN]
Enter one or more numbers, or an empty line to skip updates: 1
cli (3.6.0 -> 3.6.1 ) [CRAN]
rlang (1.0.6 -> 1.1.1 ) [CRAN]
Rcpp (1.0.8.3 -> 1.0.10) [CRAN]
Installing 3 packages: cli, rlang, Rcpp
There is a binary version available but the source version is
later:
binary source needs_compilation
rlang 1.1.0 1.1.1 TRUE
trying URL 'https://cran.rstudio.com/bin/windows/contrib/4.1/cli_3.6.1.zip'
Content type 'application/zip' length 1388241 bytes (1.3 MB)
downloaded 1.3 MB
trying URL 'https://cran.rstudio.com/bin/windows/contrib/4.1/Rcpp_1.0.10.zip'
Content type 'application/zip' length 3291415 bytes (3.1 MB)
downloaded 3.1 MB
package ‘cli’ successfully unpacked and MD5 sums checked
Warning: cannot remove prior installation of package ‘cli’
Warning: restored ‘cli’
package ‘Rcpp’ successfully unpacked and MD5 sums checked
Warning: cannot remove prior installation of package ‘Rcpp’
Warning: restored ‘Rcpp’
The downloaded binary packages are in
C:\Users\lgawarec\AppData\Local\Temp\Rtmp8gy3Lz\downloaded_packages
installing the source package ‘rlang’
trying URL 'https://cran.rstudio.com/src/contrib/rlang_1.1.1.tar.gz'
Content type 'application/x-gzip' length 762533 bytes (744 KB)
downloaded 744 KB
- installing source package 'rlang' ...
** package 'rlang' successfully unpacked and MD5 sums checked
ERROR: cannot remove earlier installation, is it in use? - removing 'C:/Program Files/R/R-4.1.3/library/rlang'
- restoring previous 'C:/Program Files/R/R-4.1.3/library/rlang'
Warning in file.copy(lp, dirname(pkgdir), recursive = TRUE, copy.date = TRUE) :
problem copying C:\Program Files\R\R-4.1.3\library\00LOCK-rlang\rlang\libs\x64\rlang.dll to C:\Program Files\R\R-4.1.3\library\rlang\libs\x64\rlang.dll: Permission denied
The downloaded source packages are in
‘C:\Users\lgawarec\AppData\Local\Temp\Rtmp8gy3Lz\downloaded_packages’
-- R CMD build -------------------------------------------------------------
v checking for file 'C:\Users\lgawarec\AppData\Local\Temp\Rtmp8gy3Lz\remotes2bc85107772b\mlverse-torchvision-2d8b936/DESCRIPTION' ...
- preparing 'torchvision':
v checking DESCRIPTION meta-information ... - checking for LF line-endings in source and make files and shell scripts
- checking for empty or unneeded directories
Removed empty directory 'torchvision/vignettes/examples'
Removed empty directory 'torchvision/vignettes' - building 'torchvision_0.5.1.9000.tar.gz'
- installing source package 'torchvision' ...
** using staged installation
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
converting help for package 'torchvision'
finding HTML links ... done
base_loader html
cifar10_dataset html
draw_bounding_boxes html
draw_keypoints html
draw_segmentation_masks html
image_folder_dataset html
kmnist_dataset html
magick_loader html
mnist_dataset html
model_alexnet html
model_inception_v3 html
model_mobilenet_v2 html
model_resnet html
model_vgg html
tensor_image_browse html
tensor_image_display html
tiny_imagenet_dataset html
transform_adjust_brightness html
transform_adjust_contrast html
transform_adjust_gamma html
transform_adjust_hue html
transform_adjust_saturation html
transform_affine html
transform_center_crop html
transform_color_jitter html
transform_convert_image_dtype html
transform_crop html
transform_five_crop html
transform_grayscale html
transform_hflip html
transform_linear_transformation html
transform_normalize html
transform_pad html
transform_perspective html
transform_random_affine html
transform_random_apply html
transform_random_choice html
transform_random_crop html
transform_random_erasing html
transform_random_grayscale html
transform_random_horizontal_flip html
transform_random_order html
transform_random_perspective html
transform_random_resized_crop html
transform_random_rotation html
transform_random_vertical_flip html
transform_resize html
transform_resized_crop html
transform_rgb_to_grayscale html
transform_rotate html
transform_ten_crop html
transform_to_tensor html
transform_vflip html
vision_make_grid html
** building package indices
** testing if installed package can be loaded from temporary location
*** arch - i386
Error: package or namespace load failed for 'torchvision' in library.dynam(lib, package, package.lib):
DLL 'torchpkg' not found: maybe not installed for this architecture?
Error: loading failed
Execution halted
*** arch - x64
ERROR: loading failed for 'i386' - removing 'C:/Program Files/R/R-4.1.3/library/torchvision'
Warning messages:
1: In file.copy(savedcopy, lib, recursive = TRUE) :
problem copying C:\Program Files\R\R-4.1.3\library\00LOCK\cli\libs\x64\cli.dll to C:\Program Files\R\R-4.1.3\library\cli\libs\x64\cli.dll: Permission denied
2: In file.copy(savedcopy, lib, recursive = TRUE) :
problem copying C:\Program Files\R\R-4.1.3\library\00LOCK\Rcpp\libs\x64\Rcpp.dll to C:\Program Files\R\R-4.1.3\library\Rcpp\libs\x64\Rcpp.dll: Permission denied
3: In i.p(...) : installation of package ‘rlang’ had non-zero exit status
4: In i.p(...) :
installation of package ‘C:/Users/lgawarec/AppData/Local/Temp/Rtmp8gy3Lz/file2bc81fdcf9c/torchvision_0.5.1.9000.tar.gz’ had non-zero exit status
install.packages("torchvision")
There is a binary version available but the source version is
later:
binary source needs_compilation
torchvision 0.5.0 0.5.1 FALSE
installing the source package ‘torchvision’
trying URL 'https://cran.rstudio.com/src/contrib/torchvision_0.5.1.tar.gz'
Content type 'application/x-gzip' length 2009611 bytes (1.9 MB)
downloaded 1.9 MB
- installing source package 'torchvision' ...
** package 'torchvision' successfully unpacked and MD5 sums checked
** using staged installation
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
converting help for package 'torchvision'
finding HTML links ... done
base_loader html
cifar10_dataset html
draw_bounding_boxes html
draw_keypoints html
draw_segmentation_masks html
image_folder_dataset html
kmnist_dataset html
magick_loader html
mnist_dataset html
model_alexnet html
model_inception_v3 html
model_mobilenet_v2 html
model_resnet html
model_vgg html
tensor_image_browse html
tensor_image_display html
tiny_imagenet_dataset html
transform_adjust_brightness html
transform_adjust_contrast html
transform_adjust_gamma html
transform_adjust_hue html
transform_adjust_saturation html
transform_affine html
transform_center_crop html
transform_color_jitter html
transform_convert_image_dtype html
transform_crop html
transform_five_crop html
transform_grayscale html
transform_hflip html
transform_linear_transformation html
transform_normalize html
transform_pad html
transform_perspective html
transform_random_affine html
transform_random_apply html
transform_random_choice html
transform_random_crop html
transform_random_erasing html
transform_random_grayscale html
transform_random_horizontal_flip html
transform_random_order html
transform_random_perspective html
transform_random_resized_crop html
transform_random_rotation html
transform_random_vertical_flip html
transform_resize html
transform_resized_crop html
transform_rgb_to_grayscale html
transform_rotate html
transform_ten_crop html
transform_to_tensor html
transform_vflip html
vision_make_grid html
** building package indices
** testing if installed package can be loaded from temporary location
*** arch - i386
Error: package or namespace load failed for 'torchvision' in library.dynam(lib, package, package.lib):
DLL 'torchpkg' not found: maybe not installed for this architecture?
Error: loading failed
Execution halted
*** arch - x64
ERROR: loading failed for 'i386' - removing 'C:/Program Files/R/R-4.1.3/library/torchvision'
Warning in install.packages :
installation of package ‘torchvision’ had non-zero exit status
The downloaded source packages are in
‘C:\Users\lgawarec\AppData\Local\Temp\Rtmp8gy3Lz\downloaded_packages’
Why do you think that this error is related to the pkgbuild package?
This is the issue tracker of torchvision: https://github.com/mlverse/torchvision/issues