Comments (2)
The look-up table is computed on-the-fly, which means for each input image, we will generate a new look-up table, determined by its input S(m) and the pre-trained sub-codebook D(m).
The test-phase time complexity includes two parts: 1) computation of look-up tables and 2) computation of layer response based on these look-up tables. The overall time complexity is still lower than the standard computation routine.
I guess the term "pre-computed look-up tables" may lead to some of your misunderstanding. The "pre-computed" word actually refers that look-up tables are computed in advance to the computation of layer response, rather than computed in the training phase. Sorry for that.
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Quite clear. thanks.
from quantized-cnn.
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