COMPSs GPU Cache Matrix Multiplication
Version 1

Workflow Type: COMPSs
Stable

Name: Matmul GPU Case 1 Cache-ON
Contact Person: cristian.tatu@bsc.es
Access Level: public
License Agreement: Apache2
Platform: COMPSs
Machine: Minotauro-MN4

Matmul running on the GPU leveraging COMPSs GPU Cache for deserialization speedup.
Launched using 32 GPUs (16 nodes).
Performs C = A @ B
Where A: shape (320, 56_900_000) block_size (10, 11_380_000)
            B: shape (56_900_000, 10)   block_size (11_380_000, 10)
            C: shape (320, 10)                block_size (10, 10)
Total dataset size 291 GB.
Version dislib-0.9

Average task execution time: 32 seconds

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Version History

Version 1 (earliest) Created 22nd Mar 2024 at 12:26 by Cristian Tatu

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Frozen Version-1 0fcc18f
help Creators and Submitter
Creator
Additional credit

The Workflows and Distributed Computing Team (https://www.bsc.es/discover-bsc/organisation/scientific-structure/workflows-and-distributed-computing/)

Submitter
Citation
Tatu, C. (2024). COMPSs GPU Cache Matrix Multiplication. WorkflowHub. https://doi.org/10.48546/WORKFLOWHUB.WORKFLOW.798.1
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Views: 247

Created: 22nd Mar 2024 at 12:26

Last updated: 25th Mar 2024 at 11:35

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