Last active
March 13, 2022 21:45
-
-
Save Micky774/86f947bba3a4c31568b3ac428ef56769 to your computer and use it in GitHub Desktop.
Memory footprint of SVD vs EIGH for different shapes
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| shape | svd | eigh | svd/eigh | |
|---|---|---|---|---|
| (100, 100) | 5.66 MiB | 0.80 MiB | 7.08 | |
| (100, 1000) | 14.29 MiB | 26.66 MiB | 0.54 | |
| (1000, 100) | 8.08 MiB | 0.20 MiB | 40.40 | |
| (1000, 1000) | 48.02 MiB | 23.83 MiB | 2.02 | |
| (10000, 100) | 766.39 MiB | 0.18 MiB | 4257.72 | |
| (10000, 1000) | 890.49 MiB | 23.03 MiB | 38.67 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment