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Found 2 papers, 1 papers with code
QBitOpt: Fast and Accurate Bitwidth Reallocation during Training
By combining fast-to-compute sensitivities with efficient solvers during QAT, QBitOpt can produce mixed-precision networks with high task performance guaranteed to satisfy strict resource constraints.
FP8 Quantization: The Power of the Exponent
We detail the choices that can be made for the FP8 format, including the important choice of the number of bits for the mantissa and exponent, and show analytically in which settings these choices give better performance.
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