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Advances in Multimedia
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2017
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Article
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Tab 6
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Research Article
Deep Binary Representation for Efficient Image Retrieval
Table 6
The running time of each experiment. Training time means the time to train the hash function. Hash time means the time to map one image to hash code.
Dataset
Method
Epoch
Training time
Hash time
MNIST
DBR
100
120 s
80 us
CIFAR10
DBR
300
600 s
160 us
CIFAR10
DBR-v3
50 + 20
2870 s
3 ms
ImageNet
DBR-v3
50 + 20
18 h
3 ms