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installing miniforge카테고리 없음 2024. 11. 6. 22:42
Example of installing miniforce (kind like mini conda) on the sigma2 server machine.#!/bin/bash# VariablesMINIFORGE_URL="https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-x86_64.sh"MINIFORGE_INSTALL_PATH="/cluster/projects/nn11068k/miniforge3"# Silently download and install Miniforgeecho "Downloading and installing Miniforge..."wget -q "$MINIFORGE_URL" -O /tmp/Mi..
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creating a custom module in slurm카테고리 없음 2024. 11. 6. 21:47
The following shows the example of creating a custom module for PyTorch in Slurm.Creating a custom module for PyTorch version 2.5.1 in a Slurm-managed high-performance computing (HPC) environment involves several steps:Create a virtual environmentmkdir -p modules/pytorch/2.5.1python -m venv modules/pytorch/2.5.1source activate modules/pytorch/2.5.1/bin/activateInstall PyTorch and Other Libraries..
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intuitive understanding of magnitude and phase from STFT카테고리 없음 2024. 10. 22. 18:51
In the context of audio signals, the magnitude and phase obtained from the Short-Time Fourier Transform (STFT) have intuitive meanings related to the perception and structure of sound:Magnitude:The magnitude represents the strength (or amplitude) of each frequency component in the signal at a given time. Intuitively, it tells you:How loud each frequency is: Higher magnitude values correspond to ..