Tired of generating personal access tokens every time you want to clone a private repository? If you’ve been battling “403 Forbidden” errors, switching to SSH is the best move you can make. You only have…
If you’ve ever spent 20 minutes trying to import pandas on a high-performance computing (HPC) cluster only to be greeted by ModuleNotFoundError: No module named ‘pandas’, you’re not alone. This is the story of how…
If you use a High-Performance Computing (HPC) cluster, you have probably run into this exact scenario: you write a Python script, try to run it, and immediately get hit with: Python You check the cluster…
This post consists of the following parts: Serve is usually a share space where multiple users sharing the computational resources. Therefore, it is important to remember that the server can go down,… So, it’s important…
The issue is probably coming from the Global Content Restriction add-on, you cannot simply “reset” the add-on with a single button. Instead, you have two options: either remove the specific bad rule (recommended) or turn…
You can easily identify the user running a process using its PID. The most common and direct method is with the ps command. 🖥️ Using the ps Command (Recommended) This is the simplest way to…
Google Vertex AI is a comprehensive AI platform by Google Cloud aimed at streamlining the development of AI models. It unifies various machine learning services, offering features like foundation models access, a web-based Vertex AI…
Monitoring GPU usage within an SSH-accessed Slurm environment requires a combination of Slurm commands and GPU monitoring utilities, which are essential for optimizing performance and resource management. These tools not only help in tracking GPU…
Setting things up for the first time may not be an easy task. If you are unlucky, you may encounter this error So, let’s set up AWS CLI to generate Session Token for the first…
GitHub’s fine-grained personal access tokens allow precise control over repository access. Here’s a step-by-step guide to generate and manage a token for a specific repository: 1. Access Developer Settings 2. Create a Fine-Grained Personal Access…
To determine the number of GPUs your account can access in a SLURM-managed cluster, follow these steps: Check Account and Partition Access: Use the command sacctmgr show associations to view your account’s associations with partitions.…
How to run – basic To run a .sh file with a specific environment using SLURM, you can follow these steps: Here’s an example of a SLURM script (job.sh) that demonstrates these steps: It’s important…
If you’ve submitted a job but don’t see it in the SLURM queue, there could be several reasons for this. Let’s troubleshoot: Ensure you received this confirmation. If not, your job may not have been…