Execute Python scripts on remote GPU or TPU clusters via SkyPilot.
npx skills add https://github.com/primatrix/skills --skill exec-remote
Please help me install this Agent Skill. Skill: exec-remote Source: https://github.com/primatrix/skills/tree/main/plugins/exec-remote/skills/exec-remote Command: npx skills add https://github.com/primatrix/skills --skill exec-remote
This Skill allows users to execute Python scripts, tests, or benchmarks on remote GPU or TPU clusters, providing the capability to leverage powerful hardware resources for intensive computations.
Use the exec-remote skill to run a Python script on a remote GPU cluster with the command: `sky exec <cluster_name> --workdir . "python <PATH_TO_SCRIPT> [ARGS]"
High-intent search queries and answers about installing and using this skill.
To run Python scripts on a remote GPU or TPU cluster, use the exec-remote Skill to execute your code with the command `sky exec <cluster_name> --workdir . "python <PATH_TO_SCRIPT> [ARGS]"`, which provisions the necessary hardware using SkyPilot.
Yes, you need SkyPilot to execute machine learning benchmarks on remote hardware, as the exec-remote Skill relies on it to automatically provision GPU and TPU clusters for high-performance computing tasks.
Yes, you can run deep learning tests on remote GPU clusters from your local machine by using the exec-remote Skill, which handles remote execution and cluster provisioning for intensive computations lacking local hardware.
The best way to provision high-performance computing resources for Python tasks is using the exec-remote Skill with SkyPilot, which automatically provisions remote GPU or TPU clusters and executes your scripts directly.
Limitations of running remote execution for machine learning experiments include requiring a Python environment and pre-existing access to a remote cluster, as the Skill cannot execute scripts without proper remote hardware credentials and setup.
Yes, exec-remote supports both GPU and TPU configurations for high-performance computing, allowing users to execute Python scripts, tests, and benchmarks across different remote cluster setups using SkyPilot.
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