DYNAMIC DIRECTIONAL ROUNDING
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United States of America Patent
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Issued Date -
Jul 29, 2021
app pub date -
Feb 1, 2021
filing date -
Nov 26, 2018
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Abstract
A method, computer readable medium, and system are disclosed for rounding floating point values. Dynamic directional rounding is a rounding technique for floating point operations. A floating point operation (addition, subtraction, multiplication, etc.) is performed on an operand to compute a floating point result. A sign (positive or negative) of the operand is identified. In one embodiment, the sign determines a direction in which the floating point result is rounded (towards negative or positive infinity). When used for updating parameters of a neural network during backpropagation, dynamic directional rounding ensures that rounding is performed in the direction of the gradient.
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