Install onnxruntime python package — install

install_onnxruntime() installs just the onnxruntime python package and it's direct dependencies to inference model.

Usage

install_onnxruntime(
  method = c("auto", "virtualenv", "conda"),
  conda = "auto",
  version = "1.12.0",
  envname = NULL,
  restart_session = TRUE,
  conda_python_version = NULL,
  ...,
  pip_ignore_installed = TRUE,
  python_version = conda_python_version
)

Arguments

method: Installation method. By default, "auto" automatically finds a method that will work in the local environment. Change the default to force a specific installation method. Note that the "virtualenv" method is not available on Windows.
conda: The path to a conda executable. Use "auto" to allow reticulate to automatically find an appropriate conda binary. See Finding Conda and conda_binary() for more details.
version: onnxruntime version to install.
envname: The name, or full path, of the environment in which Python packages are to be installed. When NULL (the default), the active environment as set by the RETICULATE_PYTHON_ENV variable will be used; if that is unset, then the r-reticulate environment will be used.
restart_session: Restart R session after installing (note this will only occur within RStudio)
...: other arguments passed to reticulate::conda_install() or reticulate::virtualenv_install(), depending on the method used.
pip_ignore_installed: Whether pip should ignore installed python packages and reinstall all already installed python packages. This defaults to TRUE, to ensure that onnxruntime dependencies like NumPy are compatible with the prebuilt onnxruntime binaries.
python_version, conda_python_version: Pass a string like "3.8" to request that conda install a specific Python version. This is ignored when attempting to install in a Python virtual environment.