An Analysis of Graph Neural Network Memory Access Patterns

Author:

Iwata Satoshi1ORCID,Arpaci-Dusseau Remzi H.2ORCID,Kasagi Akihiko3ORCID

Affiliation:

1. University of Wisconsin-Madison, USA and Fujitsu Limited, Japan

2. University of Wisconsin-Madison, United States of America

3. Fujitsu Limited, Japan

Publisher

ACM

Reference54 articles.

1. [n. d.]. gcn.py. Retrieved September 15, 2023 from https://github.com/pyg-team/pytorch_geometric/blob/2.1.0/examples/gcn.py [n. d.]. gcn.py. Retrieved September 15, 2023 from https://github.com/pyg-team/pytorch_geometric/blob/2.1.0/examples/gcn.py

2. [n. d.]. NVIDIA Nsight Systems . Retrieved March 14, 2023 from https://developer.nvidia.com/nsight-systems [n. d.]. NVIDIA Nsight Systems. Retrieved March 14, 2023 from https://developer.nvidia.com/nsight-systems

3. [n. d.]. PyTorch. Retrieved March 14, 2023 from https://pytorch.org/ [n. d.]. PyTorch. Retrieved March 14, 2023 from https://pytorch.org/

4. [n. d.]. TensorFlow. Retrieved March 17, 2023 from https://www.tensorflow.org/ [n. d.]. TensorFlow. Retrieved March 17, 2023 from https://www.tensorflow.org/

5. 2019. Pytorch with CUDA Unified Memory . Retrieved March 29, 2023 from https://discuss.pytorch.org/t/pytorch-with-cuda-unified-memory/60783 2019. Pytorch with CUDA Unified Memory. Retrieved March 29, 2023 from https://discuss.pytorch.org/t/pytorch-with-cuda-unified-memory/60783

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