enhancementhelp wanted
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Descrizione
I would like to implement a discrete mask like the following one in numpy.
import numpy
a = numpy.array([0., 2.])
a = 1/a
a # array([inf, 0.5])
b = numpy.array([True, False])
a[b] = 0
a # array([0. , 0.5])
If we use an ordinary mask implementation, for example, setting b = input(cg, {2}, {0., 1.}); and a = cmult(a, b); // a is an Expression just like the one in 4th line of the code block above, then nan values would appear. The reason is that 0 * inf is always indetermined.
Could we implement such discrete masks on top of current dynet or it is a missing feature?