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이것저것 보μž₯ν•˜λΌ! μ•„λ¬΄κ±°λ‚˜ κ·œνƒ„ν•œλ‹€!

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이것저것 보μž₯ν•˜λΌ! μ•„λ¬΄κ±°λ‚˜ κ·œνƒ„ν•œλ‹€!
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@garg-aayush
garg-aayush / Steps_multiple_cuda_environments.md
Last active August 11, 2025 05:27
Managing multiple CUDA versions using environment modules in Ubuntu

Steps to manage multiple CUDA environments

Latest Update: May 19th, 2024

This gist contains all the steps required to:

  • Install multiple CUDA versions (e.g., CUDA 11.8 and CUDA 12.1
  • Manage multiple CUDA environments on Ubuntu using the utility called environment modules.
  • Use this approach to avoid CUDA environment conflicts.

Environment Modules is a package that provides for the dynamic modification of a user's environment via modulefiles. You can find more on it at https://modules.readthedocs.io/en/latest/

NSML
- GPU μžμ›μ˜ 효율적인 μ‚¬μš©μ„ μœ„ν•΄ 개발된 MLaaS (Machine Learning as a Service), ν΄λΌμš°λ“œ ν”Œλž«νΌ
- AI μ—°κ΅¬κ°œλ°œμ΄ κ°€λŠ₯ν•˜λ„λ‘ λ•λŠ” 역할을 μˆ˜ν–‰ν•©λ‹ˆλ‹€. λ‹¨μˆœνžˆ CLI와 Web interface만으둜 λ³΅μž‘ν•œ μ„€μ • 없이 AI ν•™μŠ΅μ„ μ§„ν–‰
- NSML μ—μ„œλŠ” Session μ΄λΌλŠ” κ°œλ…, ν•˜λ‚˜μ˜ μž‘μ—… λ‹¨μœ„λ₯Ό Session
- ν•˜λ‚˜μ˜ session μ•ˆμ—μ„œλŠ” μ—¬λŸ¬ 개의 model을 run(μ§„ν–‰)
- λͺ¨λΈλ“€μ€ checkpointλΌλŠ” 번호둜 κ΅¬λΆ„λ˜μ–΄ 계속 μ €μž₯
- NSML 을 돌릴 λ•Œ Local μ—μ„œ
Local ν™˜κ²½μ—μ„œ ν•„μš”ν•œ 것
- Files : 첫 μ‹œμž‘μ μœΌλ‘œ λΆˆλ¦¬λŠ” entry fiel 을 ν¬ν•¨ν•œ νŒŒμΌλ“€μ„ μ§€μΉ­. NSML에 μ‚¬μš©ν•˜λŠ” λͺ…λ Ήμ–΄λ“€κ³Ό λ¨Έμ‹ λŸ¬λ‹ λͺ¨λΈλ“€μ„ μ λŠ” 파일
@rxaviers
rxaviers / gist:7360908
Last active August 17, 2025 11:56
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