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Posted to dev@systemds.apache.org by GitBox <gi...@apache.org> on 2021/06/26 18:37:16 UTC
[GitHub] [systemds] Tsebeb opened a new pull request #1326: [AMLS] EfficientNet to Builtin
Tsebeb opened a new pull request #1326:
URL: https://github.com/apache/systemds/pull/1326
Implemented a minified version of Efficient-Net B0 with an additional mini test script on the MNist data set.
This includes a few new layer implementations:
- SILU nonlinearity Layer
- Adaptive Global Avg Pooling Layer
- Inverted Residual Mobile Layer (MBConv)
We only used a single MBConv layer instead of the total of 16.
The top and stem part are however identical to Efficient-Net B0.
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[GitHub] [systemds] mboehm7 commented on pull request #1326: [AMLS] EfficientNet to Builtin
Posted by GitBox <gi...@apache.org>.
mboehm7 commented on pull request #1326:
URL: https://github.com/apache/systemds/pull/1326#issuecomment-869180721
LGTM - thanks for the patch @Tsebeb. This is a good start and we'll promote this to a builtin function once the necessary mechanics are in place. During the merge I simplified some instances of list construction (via list range indexing), added TODOs for tests and scaling up the network architecture, and fixed all formatting issues (mostly related to indentation).
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[GitHub] [systemds] asfgit closed pull request #1326: [AMLS] EfficientNet to Builtin
Posted by GitBox <gi...@apache.org>.
asfgit closed pull request #1326:
URL: https://github.com/apache/systemds/pull/1326
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