Submit

Submit Experiment

Submit a new ML experiment to a SLURM cluster.

Arguments

The user should specify:

• Which cluster to use (from clusters.yaml)
• What script or command to run
• Any resource requirements (GPUs, time, etc.)
• Experiment name and description

Steps

1. Parse the user's request to identify:

   • Target cluster
   • Script path (on the remote server)
   • GPU count, time limit, partition, memory
   • Experiment name and tags

2. Confirm with the user before submitting:

   • Show the sbatch command that will be executed
   • Show estimated resources
   • Ask for confirmation

3. Submit the job using the submit_job MCP tool

4. using MCP tool with: