Comments (1)
Nope, it is not a typo. The reason is that the calculation of the gram matrix will multiply the input by 2 times. So the one in the cost function is to calculate the mean from the sum, and the one you mentioned is to reduce the scale because of the product in the gram matrix calculation.
I add this in order to control the magnitude of the result. Otherwise, it will be affected by the input size and the hyperparameters need to be readjusted based on the size.
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Related Issues (8)
- Memory issue HOT 1
- Where is ./train/husky_paint-husky_real-style_map_3_full.npy HOT 4
- A question about the MRF implementation in the code HOT 8
- detailed description about stylenet HOT 1
- Cannot create a tensor proto whose content is larger than 2GB
- Replicating with random_init
- The link for Tensorflow is broken
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