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clipping before optimizing step. #5

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srinadhu wants to merge 3 commits into emited:master from srinadhu:master

srinadhu commented Jul 10, 2019 •

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@emited Please check and let me know.

Added clipping before the optimizer step.
Updated with .item() rather than .data[0]
Input is normalized but the reconstruction is done for the unnormalized image so this is removed
Loss get's NAN sometimes and so added 1e-5 as epsilon in the std2 denominator

srinadhu added 3 commits

July 10, 2019 15:12


          update .item, removed the normalization because reconstructiong direc…

4f83c55

…t one, added epsilon for the denominator for dealing with NAN's


          updated model for dealing with nan's

ecdabed


          removed unwanted documentation

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