公开(公告)号：US20220197975A1

公开(公告)日：2022-06-23

申请号：US17133456

申请日：2020-12-23

Applicant: Intel Corporation

Inventor： Menachem ADELMAN ,  Robert VALENTINE ,  Daniel TOWNER ,  Amit GRADSTEIN ,  Mark Jay CHARNEY

IPC: G06F17/16 ,  G06F9/30 ,  G06F7/78 ,  G06F7/523

Abstract: An apparatus and method for complex matrix conjugation and multiplication. For example, one embodiment of a processor comprises: a decoder to decode a complex matrix conjugation and multiplication instruction including a first source operand to identify a first complex source matrix comprising a first plurality of complex values, a second source operand to identify a second complex source matrix comprising a second plurality of complex values, and a first destination operand to identify a result matrix; execution circuitry to execute the complex matrix conjugation and multiplication instruction, the execution circuitry comprising: matrix conjugation hardware logic to determine a plurality of complex conjugate values corresponding to the first plurality of complex values; transpose hardware logic to transpose the plurality of complex conjugate values to generate a conjugate transpose matrix comprising the complex conjugate values; parallel multiplication circuitry to: multiply real values from the plurality of complex conjugate values of the conjugate transpose matrix with corresponding imaginary values from the second plurality of complex values to generate a first plurality of imaginary products, and multiply imaginary values from the plurality of complex conjugate values of the conjugate transpose matrix with corresponding real values from the second plurality of complex values to generate a second plurality of imaginary products; and addition/subtraction circuitry to add each imaginary product in the first plurality of imaginary products to a corresponding imaginary product in the second plurality of imaginary products to produce a corresponding imaginary component in the result matrix.

公开(公告)号：US20220197601A1

公开(公告)日：2022-06-23

申请号：US17133363

申请日：2020-12-23

Applicant: Intel Corporation

Inventor： Menachem ADELMAN ,  Robert VALENTINE ,  Daniel TOWNER ,  Amit GRADSTEIN ,  Mark Jay CHARNEY

IPC: G06F7/78 ,  G06F7/53 ,  G06F9/30

Abstract: An apparatus and method for complex matrix transpose and multiply. For example, one embodiment of a processor comprises: a decoder to decode a first complex matrix multiplication and transpose instruction including a first source operand to identify a first plurality of real and imaginary values in a first complex source matrix, a second source operand to identify a second plurality of real and imaginary values in a second complex source matrix, and a first destination operand to identify a result matrix with real and imaginary values; execution circuitry to execute the first complex matrix transpose and multiplication instruction, the execution circuitry comprising transpose hardware logic to transpose at least one of the source matrices, parallel multiplication circuitry to multiply real values from the first plurality of real and imaginary values with corresponding real values from the second plurality of real and imaginary values to generate a first plurality of real products, to multiply imaginary values from the first plurality of real and imaginary values with corresponding imaginary values from the second plurality of real and imaginary values to generate a second plurality of real products; and addition/subtraction circuitry to subtract each real product in the second plurality of real products from a corresponding real product in the first plurality of real products to produce a corresponding real value in the result matrix.

公开(公告)号：US20230069000A1

公开(公告)日：2023-03-02

申请号：US17463398

申请日：2021-08-31

Applicant: Intel Corporation

Inventor： Alexander HEINECKE ,  Menachem ADELMAN ,  Robert VALENTINE ,  Zeev SPERBER ,  Amit GRADSTEIN ,  Mark CHARNEY ,  Evangelos GEORGANAS ,  Dhiraj KALAMKAR ,  Christopher HUGHES ,  Cristina ANDERSON

IPC: G06F9/30

Abstract: Techniques for performing arithmetic operations on BF16 values are described. An exemplary instruction includes fields for an opcode, an identification of a location of a first packed data source operand, an identification of a location of a second packed data source operand, and an identification of location of a packed data destination operand, wherein the opcode is to indicate an arithmetic operation execution circuitry is to perform, for each data element position of the identified packed data source operands, the arithmetic operation on BF16 data elements in that data element position in BF16 format and store a result of each arithmetic operation into a corresponding data element position of the identified packed data destination operand.

公开(公告)号：US20230060146A1

公开(公告)日：2023-03-02

申请号：US17463390

申请日：2021-08-31

Applicant: Intel Corporation

Inventor： Menachem ADELMAN ,  Alexander HEINECKE ,  Robert VALENTINE ,  Zeev SPERBER ,  Amit GRADSTEIN ,  Mark CHARNEY ,  Evangelos GEORGANAS ,  Dhiraj KALAMKAR ,  Christopher HUGHES ,  Cristina ANDERSON

IPC: G06F9/30

Abstract: Techniques for BF16 classification or manipulation using single instructions are described. An exemplary instruction includes fields for an opcode, an identification of a location of a packed data source operand, an indication of one or more classification checks to perform, and an identification of a packed data destination operand, wherein the opcode is to indicate that execution circuitry is to perform, for each data element position of the packed data source operand, a classification according to the indicated one or more classification checks and store a result of the classification in a corresponding data element position of the destination operand.

公开(公告)号：US20220326949A1

公开(公告)日：2022-10-13

申请号：US17845103

申请日：2022-06-21

Applicant: Intel Corporation

Inventor： Alexander F. HEINECKE ,  Robert VALENTINE ,  Mark J. CHARNEY ,  Raanan SADE ,  Menachem ADELMAN ,  Zeev SPERBER ,  Amit GRADSTEIN ,  Simon RUBANOVICH

IPC: G06F9/30 ,  G06F9/38

Abstract: Disclosed embodiments relate to systems and methods for performing 16-bit floating-point vector dot product instructions. In one example, a processor includes fetch circuitry to fetch an instruction having fields to specify an opcode and locations of first source, second source, and destination vectors, the opcode to indicate execution circuitry is to multiply N pairs of 16-bit floating-point formatted elements of the specified first and second sources, and accumulate the resulting products with previous contents of a corresponding single-precision element of the specified destination, decode circuitry to decode the fetched instruction, and execution circuitry to respond to the decoded instruction as specified by the opcode.

公开(公告)号：US20210279038A1

公开(公告)日：2021-09-09

申请号：US17330064

申请日：2021-05-25

Applicant: Intel Corporation

Inventor： Amit GRADSTEIN ,  Simon RUBANOVICH ,  Zeev SPERBER

IPC: G06F7/544 ,  G06F7/483 ,  G06F9/30

Abstract: Disclosed embodiments relate to performing floating-point (FP) arithmetic. In one example, a processor is to decode an instruction specifying locations of first, second, and third floating-point (FP) operands and an opcode calling for accumulating a FP product of the first and second FP operands with the third FP operand, and execution circuitry to, in a first cycle, generate the FP product having a Fuzzy-Jbit format comprising a sign bit, a 9-bit exponent, and a 25-bit mantissa having two possible positions for a JBit and, in a second cycle, to accumulate the FP product with the third FP operand, while concurrently, based on Jbit positions of the FP product and the third FP operand, determining an exponent adjustment and a mantissa shift control of a result of the accumulation, wherein performing the exponent adjustment concurrently enhances an ability to perform the accumulation in one cycle.

公开(公告)号：US20210157589A1

公开(公告)日：2021-05-27

申请号：US17167863

申请日：2021-02-04

Applicant: Intel Corporation

Inventor： Alexander F. HEINECKE ,  Robert VALENTINE ,  Mark J. CHARNEY ,  Raanan SADE ,  Menachem ADELMAN ,  Zeev SPERBER ,  Amit GRADSTEIN ,  Simon RUBANOVICH

IPC: G06F9/30 ,  G06F9/38

Abstract: Disclosed embodiments relate to systems and methods for performing 16-bit floating-point vector dot product instructions. In one example, a processor includes fetch circuitry to fetch an instruction having fields to specify an opcode and locations of first source, second source, and destination vectors, the opcode to indicate execution circuitry is to multiply N pairs of 16-bit floating-point formatted elements of the specified first and second sources, and accumulate the resulting products with previous contents of a corresponding single-precision element of the specified destination, decode circuitry to decode the fetched instruction, and execution circuitry to respond to the decoded instruction as specified by the opcode.

公开(公告)号：US20210096822A1

公开(公告)日：2021-04-01

申请号：US17121155

申请日：2020-12-14

Applicant: INTEL CORPORATION

Inventor： Raanan SADE ,  Robert VALENTINE ,  Mark J. CHARNEY ,  Simon RUBANOVICH ,  Amit GRADSTEIN ,  Zeev SPERBER ,  Bret TOLL ,  Jesus CORBAL ,  Christopher J. HUGHES ,  Alexander F. HEINECKE ,  Elmoustapha OULD-AHMED-VALL

IPC: G06F7/78 ,  G06F9/30 ,  G06F15/173 ,  G06F9/38

Abstract: Disclosed embodiments relate to systems and methods for performing instructions to transpose rectangular tiles. In one example, a processor includes fetch circuitry to fetch an instruction having fields to specify an opcode and locations of first destination, second destination, first source, and second source matrices, the specified opcode to cause the processor to process each of the specified source and destination matrices as a rectangular matrix, decode circuitry to decode the fetched rectangular matrix transpose instruction, and execution circuitry to respond to the decoded rectangular matrix transpose instruction by transposing each row of elements of the specified first source matrix into a corresponding column of the specified first destination matrix and transposing each row of elements of the specified second source matrix into a corresponding column of the specified second destination matrix.

公开(公告)号：US20190079768A1

公开(公告)日：2019-03-14

申请号：US16186387

申请日：2018-11-09

Applicant: Intel Corporation

Inventor： Alexander F. HEINECKE ,  Robert VALENTINE ,  Mark J. CHARNEY ,  Raanan SADE ,  Menachem ADELMAN ,  Zeev SPERBER ,  Amit GRADSTEIN ,  Simon RUBANOVICH

IPC: G06F9/30 ,  G06F9/38

Abstract: Disclosed embodiments relate to computing dot products of nibbles in tile operands. In one example, a processor includes decode circuitry to decode a tile dot product instruction having fields for an opcode, a destination identifier to identify a M by N destination matrix, a first source identifier to identify a M by K first source matrix, and a second source identifier to identify a K by N second source matrix, each of the matrices containing doubleword elements, and execution circuitry to execute the decoded instruction to perform a flow K times for each element (m, n) of the specified destination matrix to generate eight products by multiplying each nibble of a doubleword element (M,K) of the specified first source matrix by a corresponding nibble of a doubleword element (K,N) of the specified second source matrix, and to accumulate and saturate the eight products with previous contents of the doubleword element.

公开(公告)号：US20190079767A1

公开(公告)日：2019-03-14

申请号：US16186378

申请日：2018-11-09

Applicant: Intel Corporation

Inventor： Alexander F. HEINECKE ,  Robert VALENTINE ,  Mark J. CHARNEY ,  Raanan SADE ,  Menachem ADELMAN ,  Zeev SPERBER ,  Amit GRADSTEIN ,  Simon RUBANOVICH

IPC: G06F9/30 ,  G06F9/38

Abstract: Disclosed embodiments relate to systems and methods for performing 16-bit floating-point vector dot product instructions. In one example, a processor includes fetch circuitry to fetch an instruction having fields to specify an opcode and locations of first source, second source, and destination vectors, the opcode to indicate execution circuitry is to multiply N pairs of 16-bit floating-point formatted elements of the specified first and second sources, and accumulate the resulting products with previous contents of a corresponding single-precision element of the specified destination, decode circuitry to decode the fetched instruction, and execution circuitry to respond to the decoded instruction as specified by the opcode.