Profiling and Monitoring Deep Learning Training Tasks

Author:

Yousefzadeh-Asl-Miandoab Ehsan1ORCID,Robroek Ties2ORCID,Tozun Pinar2ORCID

Affiliation:

1. Computer Science, IT University of Copenhagen, Copenhagen, Denmark

2. IT University of Copenhagen, Copenhagen, Denmark

Funder

Danmarks Frie Forskningsfond

Publisher

ACM

Reference38 articles.

1. [n. d.]. NVIDIA Data Center GPU Manager. https://github.com/NVIDIA/DCGM. [n. d.]. NVIDIA Data Center GPU Manager. https://github.com/NVIDIA/DCGM.

2. [n. d.]. NVIDIA Management Library (NVML). https://developer.nvidia.com/nvidia-management-library-nvml. [n. d.]. NVIDIA Management Library (NVML). https://developer.nvidia.com/nvidia-management-library-nvml.

3. [n. d.]. NVIDIA Nsight Compute. https://developer.nvidia.com/nsight-compute. [n. d.]. NVIDIA Nsight Compute. https://developer.nvidia.com/nsight-compute.

4. [n. d.]. NVIDIA Nsight Systems. https://developer.nvidia.com/nsight-systems. [n. d.]. NVIDIA Nsight Systems. https://developer.nvidia.com/nsight-systems.

5. [n. d.]. NVIDIA System Management Interface. https://developer.download.nvidia.com/compute/DCGM/docs/nvidia-smi-367.38.pdf. [n. d.]. NVIDIA System Management Interface. https://developer.download.nvidia.com/compute/DCGM/docs/nvidia-smi-367.38.pdf.

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