DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access-Reference-Cited by-同舟云学术

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DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access

Published:2023-06-21 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 37th International Conference on Supercomputing
language:
Short-container-title:

Author:

Madhyastha Meghana¹^ORCID,Underwood Robert²^ORCID,Burns Randal³^ORCID,Nicolae Bogdan²^ORCID

Affiliation:

1. Johns Hopkins University, Baltimore, Maryland, USA

2. Argonne National Laboratory, Lemont, Illinois, USA

3. Johns Hopkins University, Baltimore, Maryland, United States of America

Publisher

ACM

Reference44 articles.

1. [n. d.]. FlameStore: A Storage System for Deep Learning Models based on Mochi. https://github.com/mochi-hpc/flamestore. [n. d.]. FlameStore: A Storage System for Deep Learning Models based on Mochi. https://github.com/mochi-hpc/flamestore.

2. [n. d.]. Lustre: A parallel file system that supports many requirements of leadership class HPC simulation environments. https://www.lustre.org/. [n. d.]. Lustre: A parallel file system that supports many requirements of leadership class HPC simulation environments. https://www.lustre.org/.

3. [n. d.]. Model Zoo. https://caffe.berkeleyvision.org/model_zoo.html. [n. d.]. Model Zoo. https://caffe.berkeleyvision.org/model_zoo.html.

4. [n. d.]. NVIDIA NGC Catalog. https://catalog.ngc.nvidia.com/models. [n. d.]. NVIDIA NGC Catalog. https://catalog.ngc.nvidia.com/models.

5. [n. d.]. PyTorch Hub. https://pytorch.org/hub/. [n. d.]. PyTorch Hub. https://pytorch.org/hub/.

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