How can specific layers or networks be assigned to specific GPUs for efficient computation in PyTorch?
Sunday, 13 August 2023
by EITCA Academy
Assigning specific layers or networks to specific GPUs can significantly enhance the efficiency of computation in PyTorch. This capability allows for parallel processing on multiple GPUs, effectively accelerating the training and inference processes in deep learning models. In this answer, we will explore how to assign specific layers or networks to specific GPUs in PyTorch,
- Published in Artificial Intelligence, EITC/AI/DLPP Deep Learning with Python and PyTorch, Advancing with deep learning, Computation on the GPU, Examination review
Tagged under:
Artificial Intelligence, DataParallel, Deep Learning, GPU Computing, Model Parallelism, PyTorch