In one embodiment, the present invention includes a processor having a fused multiply-add (FMA) unit to perform FMA instructions and add-like instructions. This unit can include an adder with multiple segments each independently controlled by a logic. The logic can clock gate at least one segment during execution of an add-like instruction in another segment of the adder when the add-like instruction has a width less than a width of the FMA unit. Other embodiments are described and claimed.

A method and system for processing a set of ‘k’ floating point numbers to perform addition and/or subtraction is disclosed. Each floating-point number comprises a mantissa (m.sub.i) and an exponent (e.sub.i). The method comprises receiving the set of ‘k’ floating point numbers in a first format, each floating-point number in the first format comprising a mantissa (m.sub.i) with a bit-length of ‘b’ bits. The method further comprises creating a set of ‘k’ numbers (y.sub.i) based on the mantissas of the ‘k’ floating-point numbers, the numbers having a bit-length of ‘n’ bits obtained by adding both extra most-significant bits and extra least-significant bits to the bit length ‘b’ of the mantissa (m.sub.i). The method includes identifying a maximum exponent (e.sub.max) among the exponents e.sub.i, aligning the magnitude bits of the numbers (y.sub.i) based on the maximum exponent (e.sub.max) and processing the set of ‘k’ numbers concurrently.

Various aspects of a system and method to process data in an adder based circuit, such as an integrated circuit, are disclosed herein. In accordance with an embodiment, a first addend is encoded as a first unary number. The first unary number comprises a token bit. A second addend is encoded as a second unary number. A first shift operation is performed on the token bit in the first unary number based on the second unary number. The first shift operation is performed to generate an output unary number. The generated output unary number is decoded to a number representation that corresponds to the number representation of the first addend and/or the second addend. The decoded number representation indicates a summation of the first addend and the second addend.

Adder circuits and associated methods for processing a set of at least three floating-point numbers to be added together include identifying, from among the at least three numbers, at least two numbers that have the same sign—that is, at least two numbers that are both positive or both negative. The identified at least two numbers are added together using one or more same-sign floating-point adders. A same-sign floating-point adder comprises circuitry configured to add together floating-point numbers having the same sign and does not include circuitry configured to add together numbers having different signs.

Provided are a programmable device for processing a data set, and a method for processing a data set. The programmable device includes a plurality of accumulation circuits, wherein each of the accumulation circuits includes a pipeline adder and a cache unit for storing a computation result of the pipeline adder; and a multiplexer for receiving in sequence data in a data set, dynamically determining a correlation between a plurality of features included in the data and the plurality of accumulation circuits, and respectively sending, according to the correlation, feature values of the plurality of features in the received data to corresponding accumulation circuits.

A device including: a first adder having first adder inputs and first adder outputs; a first register having first register inputs and first register outputs, the first register inputs coupled to the first adder outputs; a second register having second register inputs and second register outputs, the second register inputs coupled to the first adder outputs; and a second adder having second adder inputs and second adder outputs and configured to receive register output signals from the first register outputs and the second register outputs. Wherein, the first adder is configured to calculate a first sum of a first input value and a second input value, and the first register is configured to store the first sum, and the first adder is configured to calculate a second sum of a third input value and a fourth input value, and the second register is configured to store the second sum.

An apparatus includes a processing circuit and a storage device. The processing circuit is configured to perform one or more processing operations in response to one or more instructions to generate an anchored-data element. The storage device is configured to store the anchored-data element. A format of the anchored-data element includes an identification item, an overlap item, and a data item. The data item is configured to hold a data value of the anchored-data element. The identification item indicates an anchor value for the data value or one or more special values.

Preparation and execution of quantized scaling may be performed by operations including obtaining an original array and a scaling factor representing a ratio of a size of the original array to a size of a scaled array, determining, for each column of the scaled array, a horizontal coordinate of each of two nearest elements in the horizontal dimension of the original array, and, for each row of the scaled array, a vertical coordinate of each of two nearest elements in the vertical dimension of the original array, calculating, for each row of the scaled array and each column of the scaled array, a linear interpolation coefficient, converting each value of the original array from a floating point number into a quantized number, converting each linear interpolation coefficient from a floating point number into a fixed point number, storing, in a memory, the horizontal coordinates and vertical coordinates as integers, the values as quantized numbers, and the linear interpolation coefficients as fixed point numbers.

An adder circuit provides a first operand input and a second operand input to an XNOR cell. The XNOR cell transforms these inputs to a propagate signal that is applied to an OAT cell to produce a carry out signal. A third OAT cell transforms a third operand input and the propagate signal into a sum output signal.

An adder circuit provides a first operand input and a second operand input to an XNOR cell. The XNOR cell transforms these inputs to a propagate signal that is applied to an OAT cell to produce a carry out signal. A third OAT cell transforms a third operand input and the propagate signal into a sum output signal.