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fix small typo #3

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fix small typo #3

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2 changes: 1 addition & 1 deletion optimization-1.md
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Expand Up @@ -231,7 +231,7 @@ loss_original = CIFAR10_loss_fun(W) # the original loss
print 'original loss: %f' % (loss_original, )

# lets see the effect of multiple step sizes
for step_size_log in [-5,-4,-3,-2,-1,0,1,2]:
for step_size_log in [-10, -9, -8, -7, -6, -5,-4,-3,-2,-1]:
step_size = 10 ** step_size_log
W_new = W - step_size * df # new position in the weight space
loss_new = CIFAR10_loss_fun(W_new)
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