MaximilianSchreff opened a new pull request, #1940: URL: https://github.com/apache/systemds/pull/1940
First pull request for the implementation of the ResNet architecture as a builtin network of SystemDS. ResNets consists of residual blocks. There are two types of blocks - basic blocks and bottleneck blocks. Basic blocks are used in the smaller ResNets 18 and 34. These commits add the forward pass of the basic blocks and provide testing for them as a NNComponentTest. The testing is done by, first, testing for the correct handling of dimension throughout the residual bock. Secondly, we test for correct computation of the actual values of the output by using the torchvision.models.resnet.BasicBlock of PyTorch which is there implementation of the basic block for the ResNets 18 and 34. We let PyTorch randomly initialize all weights and then hard-code these weights into the component test with the expected values as well. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: dev-unsubscr...@systemds.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org
