By using this strategy, you can reuse your local interactive environment on remote runs.
If you have an existing Conda environment on your local computer, then you can use the service to create an environment object. Always run the experiment with an Estimator by using the default packages. Create a config.yaml file defining the conda packages that are required and save the file in the experiment folder.Į. Use this Environment for all experiment runs.ĭ. Create and register an Environment that includes the required packages. Use this compute target for all experiment runs.Ĭ. Create a virtual machine (VM) with the required Python configuration and attach the VM as a compute target. Run the experiment by using the default environment.ī. Do not specify an environment in the run configuration for the experiment. You need to ensure that the experiment runs successfully on local and remote compute with the least administrative effort.Ī. You plan to run the experiment on your local workstation for small datasets and scale out the experiment by running it on more powerful remote compute clusters for larger datasets. The script uses modules from the scipy library as well as several Python packages that are not typically installed in a default conda environment. To complete setup, restart your system.You plan to run a script as an experiment using a Script Run Configuration. To enable it, run: $ flatpak remote-add -if-not-exists flathub Installing the Flatpak plugin will also install a deb version of Software and result in two Software apps being installed at the same time.įlathub is the best place to get Flatpak apps. Note: the Software app is distributed as a Snap since Ubuntu 20.04 and does not support graphical installation of Flatpak apps.
To install, run: $ sudo apt install gnome-software-plugin-flatpak The Flatpak plugin for the Software app makes it possible to install apps without needing the command line. To install it, run the following in a terminal: $ sudo add-apt-repository ppa:flatpak/stable For CUDA 11.5.1 and later, if you plan to use Weka FS or IBM SpectrumScale. With older Ubuntu versions, the official Flatpak PPA is the recommended way to install Flatpak. To install Flatpak on Ubuntu 18.10 (Cosmic Cuttlefish) or later, simply run: $ sudo apt install flatpak
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