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ResNet Bottleneck Architecture#1957

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MaximilianSchreff wants to merge 15 commits intoapache:mainapache/systemds:mainfrom MaximilianSchreff:resnet-bottleneckMaximilianSchreff/systemds:resnet-bottleneckCopy head branch name to clipboard

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Commits on Nov 16, 2023

• Input-Ouput Relation for Bottleneck Block

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  1606c6d

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• Implementation of Bottleneck block

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  5b89343

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• Renamed component test for basic block functionality

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• Created new component test for bottleneck

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• Incomplete component test

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• New component test for bottleneck block

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• New bottleneck block test case

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• Added documentation to component test

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• Forward pass for whole residual layer of bottleneck blocks + 1 component test

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• Generalized reslayer forward pass for bottleneck & basic block

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• Removed old reslayer forward passes and upd docs

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Commits on Nov 17, 2023

• Generalized forward pass for bottleneck and basic blocks

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• Resnet50

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Commits on Dec 7, 2023

• ResNet101 & ResNet152

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  64307c8

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• Updated docs and removed deprecated function

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