Google Colab Pro는 2024년 현재 A100 GPU를 기본으로 지원하고 있지만, H200 GPU는 아직 지원하지 않습니다.
현재 Colab Pro에서 사용 가능한 GPU 종류
무료 버전:
- Tesla T4 (16GB VRAM) – 기본 제공[1][2]
Colab Pro 버전:
- Tesla T4 (16GB VRAM)
- Tesla V100 (16GB VRAM)
- Tesla L4 (24GB VRAM)
- Tesla A100 (40GB VRAM, 일부 경우 80GB) – 최고 성능 GPU[3][4][5]
A100 GPU 접근성
사용자들의 경험에 따르면, A100 GPU는 Colab Pro 구독자도 가용성에 따라 제한적으로 할당됩니다[1][6][7]. 많은 사용자들이 A100을 요청해도 V100이나 L4로 다운그레이드되는 경우가 빈번하다고 보고하고 있습니다[1][4].
컴퓨트 유닛 소모량
2024년 기준 GPU별 시간당 컴퓨트 유닛 소모량:
- A100: 약 11.77 크레딧/시간[5]
- L4: 약 4.82 크레딧/시간[5]
- V100: 약 4.82 크레딧/시간[5]
- T4: 약 1.76 크레딧/시간[5]
이는 Colab Pro의 월 100 컴퓨트 유닛으로 A100을 약 8-10시간 사용할 수 있음을 의미합니다[4].
H200 GPU 지원 여부
현재까지의 검색 결과로는 Google Colab에서 H200 GPU를 지원한다는 정보를 찾을 수 없습니다. Google Cloud Platform에서는 H200 GPU가 A3 Ultra VM을 통해 제공되고 있지만[8][9], 이는 Colab과는 별개의 서비스입니다.
결론
Colab Pro는 현재 A100 GPU를 최고 성능 옵션으로 제공하고 있으며, 이는 40GB VRAM을 갖춘 강력한 GPU입니다. 하지만 H200 GPU는 아직 Colab에서 지원되지 않으며, 향후 지원 계획에 대한 공식적인 발표도 없는 상태입니다.
만약 H200 GPU가 필요한 작업을 수행하려면 Google Cloud Platform의 A3 Ultra VM이나 다른 클라우드 서비스를 고려해야 할 것입니다.
출처
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