公开(公告)号：US20230418602A1

公开(公告)日：2023-12-28

申请号：US18456699

申请日：2023-08-28

Applicant: INTEL CORPORATION

Inventor： Robert Valentine ,  Galina Ryvchin ,  Piotr Majcher ,  Mark J. Charney ,  Elmoustapha Ould-Ahmed-Vall ,  Jesus Corbal ,  Milind B. Girkar ,  Zeev Sperber ,  Simon Rubanovich ,  Amit Gradstein

IPC: G06F9/30 ,  G06F7/544 ,  G06F9/38

CPC classification number: G06F9/30014 ,  G06F7/5443 ,  G06F9/3818 ,  G06F9/30036 ,  G06F9/30105 ,  G06F9/30018

Abstract: Embodiments of systems, apparatuses, and methods for fused multiple add. In some embodiments, a decoder decodes a single instruction having an opcode, a destination field representing a destination operand, and fields for a first, second, and third packed data source operand, wherein packed data elements of the first and second packed data source operand are of a first, different size than a second size of packed data elements of the third packed data operand. Execution circuitry then executes the decoded single instruction to perform, for each packed data element position of the destination operand, a multiplication of a M N-sized packed data elements from the first and second packed data sources that correspond to a packed data element position of the third packed data source, add of results from these multiplications to a full-sized packed data element of a packed data element position of the third packed data source, and storage of the addition result in a packed data element position destination corresponding to the packed data element position of the third packed data source, wherein M is equal to the full-sized packed data element divided by N.

公开(公告)号：US20230376313A1

公开(公告)日：2023-11-23

申请号：US17747919

申请日：2022-05-18

Applicant: Intel Corporation

Inventor： Menachem Adelman ,  Amit Gradstein ,  Cristina Anderson ,  Marius Cornea-Hasegan

IPC: G06F9/30 ,  G06F7/22 ,  G06F7/483

CPC classification number: G06F9/30145 ,  G06F9/30021 ,  G06F7/22 ,  G06F7/483

Abstract: Techniques for instructions for min-max operations are described. An example apparatus comprises decoder circuitry to decode a single instruction, the single instruction to include fields for identifiers of a first source operand, a second source operand, an a destination operand, a field for an immediate operand, and a field for an opcode, the opcode to indicate execution circuitry is to perform a min-max operation, and execution circuitry to execute the decoded instruction according to the opcode to perform the min-max operation to determine a particular operation of five or more minimum and maximum operations in accordance with a value of the immediate operand, perform the determined particular operation on the identified first source operand and the identified second source operand to return a result, and store the result into the identified destination operand. Other examples are described and claimed.

公开(公告)号：US20230315450A1

公开(公告)日：2023-10-05

申请号：US18313026

申请日：2023-05-05

Applicant: Intel Corporation

Inventor： Naveen Mellempudi ,  Alexander F. Heinecke ,  Robert Valentine ,  Mark J. Charney ,  Christopher J. Hughes ,  Evangelos Georganas ,  Zeev Sperber ,  Amit Gradstein ,  Simon Rubanovich

IPC: G06F9/30 ,  G06F7/499 ,  G06F9/38

CPC classification number: G06F9/30036 ,  G06F7/49915 ,  G06F9/30196 ,  G06F9/3887

Abstract: Systems, methods, and apparatuses relating to 8-bit floating-point matrix dot product instructions are described. A processor embodiment includes fetch circuitry to fetch an instruction having fields to specify an opcode and locations of a destination matrix having single-precision elements, a first source matrix, and a second source matrix, the source matrices having elements that each comprise a quadruple of 8-bit floating-point values, the opcode to indicate execution circuitry is to cause, for each element of the first source matrix and corresponding element of the second source matrix, a conversion of the 8-bit floating-point values to single-precision values, a multiplication of different pairs of converted single-precision values to generate plurality of results, and an accumulation of the results with previous contents of a corresponding element of the destination matrix, decode circuitry to decode the fetched instruction, and the execution circuitry to respond to the decoded instruction as specified by the opcode.

公开(公告)号：US20230094414A1

公开(公告)日：2023-03-30

申请号：US17484200

申请日：2021-09-24

Applicant: Intel Corporation

Inventor： Menachem Adelman ,  Amit Gradstein ,  Simon Rubanovich

IPC: G06F17/16

Abstract: An embodiment of an apparatus comprises a systolic array to perform a matrix operation on two input tiles to produce an output tile result, and circuitry coupled to the systolic array to cause the systolic array to perform respective full matrix operations on more than one tile per matrix dimension in response to a single request. Other embodiments are disclosed and claimed.

公开(公告)号：US11507369B2

公开(公告)日：2022-11-22

申请号：US17465905

申请日：2021-09-03

Applicant: Intel Corporation

Inventor： Robert Valentine ,  Galina Ryvchin ,  Piotr Majcher ,  Mark J. Charney ,  Elmoustapha Ould-Ahmed-Vall ,  Jesus Corbal ,  Milind B. Girkar ,  Zeev Sperber ,  Simon Rubanovich ,  Amit Gradstein

IPC: G06F9/30 ,  G06F7/544 ,  G06F9/38

Abstract: Embodiments of systems, apparatuses, and methods for fused multiple add. In some embodiments, a decoder decodes a single instruction having an opcode, a destination field representing a destination operand, and fields for a first, second, and third packed data source operand, wherein packed data elements of the first and second packed data source operand are of a first, different size than a second size of packed data elements of the third packed data operand. Execution circuitry then executes the decoded single instruction to perform, for each packed data element position of the destination operand, a multiplication of a M N-sized packed data elements from the first and second packed data sources that correspond to a packed data element position of the third packed data source, add of results from these multiplications to a full-sized packed data element of a packed data element position of the third packed data source, and storage of the addition result in a packed data element position destination corresponding to the packed data element position of the third packed data source, wherein M is equal to the full-sized packed data element divided by N.

公开(公告)号：US11455167B2

公开(公告)日：2022-09-27

申请号：US16701082

申请日：2019-12-02

Applicant: Intel Corporation

Inventor： Raanan Sade ,  Thierry Pons ,  Amit Gradstein ,  Zeev Sperber ,  Mark J. Charney ,  Robert Valentine ,  Eyal Oz-Sinay

IPC: G06F9/30 ,  G06F9/38 ,  G06F17/16

Abstract: Disclosed embodiments relate to efficient complex vector multiplication. In one example, an apparatus includes execution circuitry, responsive to an instruction having fields to specify multiplier, multiplicand, and summand complex vectors, to perform two operations: first, to generate a double-even multiplicand by duplicating even elements of the specified multiplicand, and to generate a temporary vector using a fused multiply-add (FMA) circuit having A, B, and C inputs set to the specified multiplier, the double-even multiplicand, and the specified summand, respectively, and second, to generate a double-odd multiplicand by duplicating odd elements of the specified multiplicand, to generate a swapped multiplier by swapping even and odd elements of the specified multiplier, and to generate a result using a second FMA circuit having its even product negated, and having A, B, and C inputs set to the swapped multiplier, the double-odd multiplicand, and the temporary vector, respectively.

公开(公告)号：US20220206801A1

公开(公告)日：2022-06-30

申请号：US17134373

申请日：2020-12-26

Applicant: Intel Corporation

Inventor： Naveen Mellempudi ,  Alexander F. Heinecke ,  Robert Valentine ,  Mark J. Charney ,  Christopher J. Hughes ,  Evangelos Georganas ,  Zeev Sperber ,  Amit Gradstein ,  Simon Rubanovich

IPC: G06F9/30 ,  G06F7/499 ,  G06F9/38

Abstract: Systems, methods, and apparatuses relating to 8-bit floating-point matrix dot product instructions are described. A processor embodiment includes fetch circuitry to fetch an instruction having fields to specify an opcode and locations of a destination matrix having single-precision elements, a first source matrix, and a second source matrix, the source matrices having elements that each comprise a quadruple of 8-bit floating-point values, the opcode to indicate execution circuitry is to cause, for each element of the first source matrix and corresponding element of the second source matrix, a conversion of the 8-bit floating-point values to single-precision values, a multiplication of different pairs of converted single-precision values to generate plurality of results, and an accumulation of the results with previous contents of a corresponding element of the destination matrix, decode circuitry to decode the fetched instruction, and the execution circuitry to respond to the decoded instruction as specified by the opcode.

公开(公告)号：US11036509B2

公开(公告)日：2021-06-15

申请号：US14930848

申请日：2015-11-03

Applicant: Intel Corporation

Inventor： Zeev Sperber ,  Tomer Weiner ,  Amit Gradstein ,  Simon Rubanovich ,  Alex Gerber ,  Itai Ravid

IPC: G06F9/30

Abstract: In one embodiment, a processor includes a fetch logic to fetch instructions, a decode logic to decode the fetched instructions, and an execution logic to execute at least some of the instructions. The decode logic may determine whether a flag portion of a first instruction to be folded is to be performed, and if not, accumulate a first immediate value of the first instruction with a folded immediate value obtained from an entry of an immediate buffer. Other embodiments are described and claimed.

公开(公告)号：US10990397B2

公开(公告)日：2021-04-27

申请号：US16370894

申请日：2019-03-30

Applicant: Intel Corporation

Inventor： Amit Gradstein ,  Simon Rubanovich ,  Sagi Meller ,  Zeev Sperber ,  Jose Yallouz ,  Robert Valentine

IPC: G06F9/30 ,  G06F9/38 ,  G06F17/16

Abstract: Systems, methods, and apparatuses relating to a matrix operations accelerator are described. In one embodiment, a processor includes a matrix operations accelerator circuit that includes a two-dimensional grid of fused multiply accumulate circuits; a first plurality of registers that represents an input two-dimensional matrix coupled to the matrix operations accelerator circuit; a decoder, of a core coupled to the matrix operations accelerator circuit, to decode an instruction into a decoded instruction; and an execution circuit of the core to execute the decoded instruction to cause the two-dimensional grid of fused multiply accumulate circuits to form a transpose of the input two-dimensional matrix when the matrix operations accelerator circuit is in a transpose mode.

公开(公告)号：US10963246B2

公开(公告)日：2021-03-30

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.