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CNugteren avatar CNugteren commented on July 17, 2024

I'm no expert on that matter. I took the fp16 conversion functions from http://half.sourceforge.net, which is supposed to implement the IEEE standard. If you think it is incorrect, please point to the part that is incorrect specifically and the documentation of the standard. Perhaps you can check with http://half.sourceforge.net as well?

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 avatar commented on July 17, 2024

Sorry. I've checked it, and fp16 isn't IEEE standard, so it behaves differently from usual float and double. It is optimized solely for [-1.0; 1.0] range, so expects values to be normalized. Although theoretically, a hacked version of it can represent values up to 131072, which can be useful when fp16 is used as index into a lookup table, like i.e. for pow(x,1/2.2), which I'm using it for.

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CNugteren avatar CNugteren commented on July 17, 2024

Yes it behaves differently, but it is an IEEE standard I guess (https://en.wikipedia.org/wiki/Half-precision_floating-point_format). Anyway, doesn't matter, this is what it is :-)

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 avatar commented on July 17, 2024

Yeah. They actually standardized it. I remember it being just some NVidia internal thingie. There is also bfloat16 format, which indeed acts as a normal float.

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