BackBone Profile
I performed experiments on various backbone networks:
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ResNet-18/34/50/101
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MobileNetv2
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Xception Net
All the experiments were performed on a single RTX 2080Ti GPU, a single TitanXP GPU and a single CPU indivdually. For each model architecture, I collected the stats including:
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Execution Time
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Memory Used
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Number of Parameters