music-sheet-music-modeling

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Quick Start

Follow these steps to connect to the MIT cluster and have access to the codebase. These instructions are for the terminal, but can be used as a reference to ssh into the cluster via VSCode, which is highly recommended. Additionally, it might be a good idea to research anaconda, how the login and compute nodes work, and the overall file system of the server.

Step 1: Connect to the Remote Server

Use SSH to connect to the remote server where the project will run.

ssh spangher@eofe7.mit.edu

Step 2: Navigate to the Project Directory

Change directory to the project's location on the remote server.

cd /pool001/spangher/music-sheet-music-modeling

Step 3: Allocate Resources and Start an Interactive Session

Allocate the necessary resources (CPU, GPU) and start an interactive session. This command requests one node, 128 CPU cores, and 4 GPUs.

srun -N 1 --cpus-per-task=128 --gres=gpu:4 --partition=sched_mit_psfc_gpu_r8 --pty bash -i

Step 4: Activate the Conda Environment

Activate the Conda environment that contains the dependencies required for the project.

conda activate sheet-music-main

Step 5: Navigate to the SMT Directory

Change directory to SMT.

cd SMT

Usage

If you need to clone a git repo into the main music-sheet-music-modeling repo, make sure you delete the inner .git folder to avoid nested repos.

Be sure to keep this README up to date with any other additions or warnings.

Acknowledgments

Use this space to list resources you find helpful and would like to give credit to.

• SMT - Sheet Music Transformer