Exploring the Search Space of Neural Network Combinations obtained with Efficient Model Stitching - Results Data

This ZIP contains the following contents Evaluation Logs for the experiments performed (all_logs_imagenet_a.tar.gz, all_logs_imagenet_b.tar.gz, all_logs_voc.tar.gz) Data listing tables for use by dataloaders (not the data samples themselves), provided to ensure ordering consistency to ensure the same samples are used during e.g., evaluation. (ImageNet_train.arrow, ImageNet_validation.arrow, imagenetv2-merged-index.arrow, LOC_synset_mapping.arrow) Stitched networks and their corresponding reference solutions. imagenet (a) : - Network: stitched-imagenet-a-resnet152-b-efficientnet-b4.th - Reference: stitched-imagenet-a-reference.arrow imagenet (b) : - Network: stitched-imagenet-b-a-resnet50-b-resnext50_32x4d.th - Reference: stitched-imagenet-b-a-resnet50-b-resnext50_32x4d-reference.arrow voc: - Network: stitched-voc-a-deeplab-mobilenetv3-b-deeplab-resnet50.th - Reference: stitched-voc-reference.arrow For code examples on how to use this, refer to the code used in the paper available via the following: - https://zenodo.org/records/11120074 - DOI: 10.5281/zenodo.11120073. - https://github.com/8uurg/Efficient-Model-Stitching

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See Also
inProceedings Exploring the search space of neural network combinations obtained with efficient model stitching A. Guijt (Arthur), D. Thierens (Dirk), T. Alderliesten (Tanja) and P.A.N. Bosman (Peter)