Using experiment manager on single GPU
조회 수: 3 (최근 30일)
이전 댓글 표시
Hi, I’m training CNNs with various architectures and hyperparameters using experiment manager. What is the intended execution mode if I train it on single GPU (NVIDIA A5500)? Is it just sequential execution mode running in GPU execution environment? Or should I experiment with parallel execution mode even though I have only single GPU? Thank you for any advice!
댓글 수: 0
답변 (1개)
Joss Knight
2023년 6월 15일
It does depend on the balance of CPU and GPU work in your experiment, but as a general rule parallel execution will gain you nothing while making you more likely to exhaust GPU memory.
댓글 수: 0
참고 항목
카테고리
Help Center 및 File Exchange에서 Parallel and Cloud에 대해 자세히 알아보기
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!