- using R Under development (unstable) (2025-06-25 r88360)
- using platform: x86_64-pc-linux-gnu
- R was compiled by
Debian clang version 19.1.7 (3+b1)
Debian flang-new version 19.1.7 (3+b1)
- running under: Debian GNU/Linux 13 (trixie)
- using session charset: UTF-8
- checking for file ‘torchopt/DESCRIPTION’ ... OK
- checking extension type ... Package
- this is package ‘torchopt’ version ‘0.1.4’
- package encoding: UTF-8
- checking CRAN incoming feasibility ... [1s/1s] NOTE
Maintainer: ‘Gilberto Camara <gilberto.camara.inpe@gmail.com>’
The Description field contains
(a) 'adabelief' by Zhuang et al (2020), <arXiv:2010.07468>; (b)
'adabound' by Luo et al.(2019), <arXiv:1902.09843>; (c) 'adahessian' by
Yao et al.(2021) <arXiv:2006.00719>; (d) 'adamw' by Loshchilov & Hutter
(2019), <arXiv:1711.05101>; (e) 'madgrad' by Defazio and Jelassi
(2021), <arXiv:2101.11075>; (f) 'nadam' by Dozat (2019),
Ma and Yarats(2019), <arXiv:1810.06801>; (h) 'radam' by Liu et al.
(2019), <arXiv:1908.03265>; (i) 'swats' by Shekar and Sochee (2018),
<arXiv:1712.07628>; (j) 'yogi' by Zaheer et al.(2019),
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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- checking whether package ‘torchopt’ can be installed ... OK
See the install log for details.
- checking package directory ... OK
- checking for future file timestamps ... OK
- checking DESCRIPTION meta-information ... OK
- checking top-level files ... OK
- checking for left-over files ... OK
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- checking package subdirectories ... OK
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- checking R files for syntax errors ... OK
- checking whether the package can be loaded ... [0s/0s] OK
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- checking for unstated dependencies in examples ... OK
- checking examples ... [2s/2s] ERROR
Running examples in ‘torchopt-Ex.R’ failed
The error most likely occurred in:
> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: optim_adabelief
> ### Title: Adabelief optimizer
> ### Aliases: optim_adabelief
>
> ### ** Examples
>
> if (torch::torch_is_installed()) {
+ # function to demonstrate optimization
+ beale <- function(x, y) {
+ log((1.5 - x + x * y)^2 + (2.25 - x - x * y^2)^2 + (2.625 - x + x * y^3)^2)
+ }
+ # define optimizer
+ optim <- torchopt::optim_adabelief
+ # define hyperparams
+ opt_hparams <- list(lr = 0.01)
+
+ # starting point
+ x0 <- 3
+ y0 <- 3
+ # create tensor
+ x <- torch::torch_tensor(x0, requires_grad = TRUE)
+ y <- torch::torch_tensor(y0, requires_grad = TRUE)
+ # instantiate optimizer
+ optim <- do.call(optim, c(list(params = list(x, y)), opt_hparams))
+ # run optimizer
+ steps <- 400
+ x_steps <- numeric(steps)
+ y_steps <- numeric(steps)
+ for (i in seq_len(steps)) {
+ x_steps[i] <- as.numeric(x)
+ y_steps[i] <- as.numeric(y)
+ optim$zero_grad()
+ z <- beale(x, y)
+ z$backward()
+ optim$step()
+ }
+ print(paste0("starting value = ", beale(x0, y0)))
+ print(paste0("final value = ", beale(x_steps[steps], y_steps[steps])))
+ }
Error: .onLoad failed in loadNamespace() for 'torch', details:
call: inst_path()
error: torch cannot write into
'/home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/torch/'.
Execution halted
- checking for unstated dependencies in ‘tests’ ... OK
- checking tests ... [2s/2s] OK
Running ‘testthat.R’ [1s/2s]
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- checking for non-standard things in the check directory ... OK
- DONE
Status: 1 ERROR, 1 NOTE