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Posted to dev@systemds.apache.org by "MaximilianSchreff (via GitHub)" <gi...@apache.org> on 2023/11/09 18:36:14 UTC
[PR] Forward pass for ResNet18 & ResNet34 [systemds]
MaximilianSchreff opened a new pull request, #1944:
URL: https://github.com/apache/systemds/pull/1944
This adds the forward pass for ResNet18 and ResNet34. The forward pass function used for this is generic and can also be called with other ResNet architectures that also use the basic residual block but with different block counts per residual layer. This generic function is now called from their respective dml scripts with the correct configuration of block counts per layer.
The ResNet18 script has been tested against PyTorch with pretrained weights and computes the same exact values as PyTorch. This is not included as a component test since it is too big.
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Re: [PR] Forward pass for ResNet18 & ResNet34 [systemds]
Posted by "Baunsgaard (via GitHub)" <gi...@apache.org>.
Baunsgaard closed pull request #1944: Forward pass for ResNet18 & ResNet34
URL: https://github.com/apache/systemds/pull/1944
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