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float16 #55

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davek44
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@davek44 davek44 commented Mar 19, 2016

I have imprecise floating points that I'd like to keep small. I made this change to the torch-hdf5 code, and it seems to work fine. Am I overlooking anything here?

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d11 commented Mar 21, 2016

Hmm, I'm not sure actually. They will be read into a full-size float tensor, and I don't know without checking how safe the conversion of the small floats into large ones is, the way it is being done here. In the resulting float tensor, do you find the extra bits are set to zero? Or might they be uninitialized?
Also bear in mind that when writing the data out they will still be full floats, so this change prevents hdf5 -> Torch -> hdf5 being the identity map.
Apart from those concerns this seems fine though.

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