公开(公告)号：US10403003B2

公开(公告)日：2019-09-03

申请号：US15494812

申请日：2017-04-24

Applicant: Intel Corporation

Inventor： Abhishek R. Appu ,  Altug Koker ,  Joydeep Ray ,  Balaji Vembu ,  Prasoonkumar Surti ,  Kamal Sinha ,  Nadathur Rajagopalan Satish ,  Narayan Srinivasa ,  Feng Chen ,  Dukhwan Kim ,  Farshad Akhbari

IPC: G06T9/00

Abstract: An apparatus to facilitate compute compression is disclosed. The apparatus includes a graphics processing unit including mapping logic to map a first block of integer pixel data to a compression block and compression logic to compress the compression block.

公开(公告)号：US10303953B2

公开(公告)日：2019-05-28

申请号：US15488555

申请日：2017-04-17

Applicant: Intel Corporation

Inventor： Mayuresh M. Varerkar ,  Barnan Das ,  Narayan Biswal ,  Stanley J. Baran ,  Gokcen Cilingir ,  Nilesh V. Shah ,  Archie Sharma ,  Sherine Abdelhak ,  Sachin Godse ,  Farshad Akhbari ,  Narayan Srinivasa ,  Altug Koker ,  Nadathur Rajagopalan Satish ,  Dukhwan Kim ,  Feng Chen ,  Abhishek R. Appu ,  Joydeep Ray ,  Ping T. Tang ,  Michael S. Strickland ,  Xiaoming Chen ,  Anbang Yao ,  Tatiana Shpeisman ,  Vasanth Ranganathan ,  Sanjeev Jahagirdar

IPC: H04N5/225 ,  H04N3/20 ,  G06K9/00 ,  G06T1/20 ,  H04N5/228 ,  H04N7/14 ,  H04N5/38

Abstract: A mechanism is described for facilitating person tracking and data security in machine learning at autonomous machines. A method of embodiments, as described herein, includes detecting, by a camera associated with one or more trackers, a person within a physical vicinity, where detecting includes capturing one or more images the person. The method may further include tracking, by the one or more trackers, the person based on the one or more images of the person, where tracking includes collect tracking data relating to the person. The method may further include selecting a tracker of the one or more trackers as a preferred tracker based on the tracking data.

公开(公告)号：US20180308207A1

公开(公告)日：2018-10-25

申请号：US15798574

申请日：2017-10-31

Applicant: Intel Corporation

Inventor： Abhishek R. Appu ,  Altug Koker ,  Linda L. Hurd ,  Dukhwan Kim ,  Mike B. Macpherson ,  John C. Weast ,  Feng Chen ,  Farshad Akhbari ,  Narayan Srinivasa ,  Nadathur Rajagopalan Satish ,  Joydeep Ray ,  Ping T. Tang ,  Michael S. Strickland ,  Xiaoming Chen ,  Anbang Yao ,  Tatiana Shpeisman

IPC: G06T1/20

CPC classification number: G06T1/20 ,  G06F9/3001 ,  G06F9/3017 ,  G06F9/3851 ,  G06F9/3887 ,  G06F9/3895 ,  G06F9/46 ,  G06N3/063 ,  G06T15/005 ,  G06T15/04 ,  G09G5/363

Abstract: An apparatus to facilitate compute optimization is disclosed. The apparatus includes sorting logic to sort processing threads into thread groups based on bit depth of floating point thread operations.

公开(公告)号：US20180307984A1

公开(公告)日：2018-10-25

申请号：US15494971

申请日：2017-04-24

Applicant: Intel Corporation

Inventor： Altug Koker ,  Abhishek R. Appu ,  Kamal Sinha ,  Joydeep Ray ,  Balaji Vembu ,  Elmoustapha Ould-Ahmed-Vall ,  Sara S. Baghsorkhi ,  Anbang Yao ,  Kevin Nealis ,  Xiaoming Chen ,  John C. Weast ,  Justin E. Gottschlich ,  Prasoonkumar Surti ,  Chandrasekaran Sakthivel ,  Farshad Akhbari ,  Nadathur Rajagopalan Satish ,  Liwei Ma ,  Jeremy Bottleson ,  Eriko Nurvitadhi ,  Travis T. Schluessler ,  Ankur N. Shah ,  Jonathan Kennedy ,  Vasanth Ranganathan ,  Sanjeev Jahagirdar

IPC: G06N3/08 ,  G06N99/00

CPC classification number: G06N3/08 ,  G06F9/28 ,  G06F9/505 ,  G06N3/0445 ,  G06N3/0454 ,  G06N3/0481 ,  G06N3/063 ,  G06N99/005

Abstract: In an example, an apparatus comprises a plurality of execution units comprising at least a first type of execution unit and a second type of execution unit and logic, at least partially including hardware logic, to analyze a workload and assign the workload to one of the first type of execution unit or the second type of execution unit. Other embodiments are also disclosed and claimed.

公开(公告)号：US20170185403A1

公开(公告)日：2017-06-29

申请号：US14757776

申请日：2015-12-23

Applicant: Intel Corporation

Inventor： Michael J. Anderson ,  Sheng R. Li ,  Jong Soo Park ,  Md Mostofa Ali Patwary ,  Nadathur Rajagopalan Satish ,  Mikhail Smelyanskiy ,  Narayanan Sundaram

IPC: G06F9/30 ,  G06F12/08

CPC classification number: G06F9/3016 ,  G06F9/30018 ,  G06F9/30021 ,  G06F9/3005 ,  G06F9/3877 ,  G06F12/0875 ,  G06F16/9014 ,  G06F17/10 ,  G06F2212/452

Abstract: A processor includes a front end to receive an instruction, a decoder to decode the instruction, a set operations logic unit (SOLU) to execute the instruction, and a retirement unit to retire the instruction. The SOLU includes logic to store a first set of key-value pairs in a content-associative data structure, to receive a second set of key-value pairs, and to identify key-value pairs in the two sets with matching keys. The SOLU includes logic to add the second set of key-value pairs to the first set to produce an output set, and to apply an operation to the values of key-value pairs with matching keys, generating a single value for the matching key. The SOLU includes logic to produce an output set that includes key-value pairs from the first set with matching keys, and to discard key-value pairs from the first set with unique keys.

公开(公告)号：US20170168827A1

公开(公告)日：2017-06-15

申请号：US14969864

申请日：2015-12-15

Applicant: Intel Corporation

Inventor： Asit K. Mishra ,  Deborah T. Marr ,  Jong Soo Park ,  Nadathur Rajagopalan Satish ,  Mikhail Smelyanskiy ,  Michael Anderson ,  Mostofa Ali Patwary ,  Narayanan Sundaram ,  Sheng Li

IPC: G06F9/30

CPC classification number: G06F9/30192 ,  G06F9/30021 ,  G06F9/30029 ,  G06F9/30032 ,  G06F9/30036 ,  G06F9/30145

Abstract: A processing device includes a sorting module, which adds to each of a plurality of elements a position value of a corresponding position in a register rest resulting in a plurality of transformed elements in corresponding positions. The plurality of elements include a plurality of bits. The sorting module compares each of the plurality of transformed elements to itself and to one another. The sorting module also assigns one of an enabled or disabled indicator to each of the plurality of the transformed elements based on the comparison. The sorting module further counts a number of the enabled indicators assigned to each of the plurality of the transformed elements to generate a sorted sequence of the plurality of elements.

公开(公告)号：US09154157B2

公开(公告)日：2015-10-06

申请号：US13629467

申请日：2012-09-27

Applicant: Intel Corporation

Inventor： Nadathur Rajagopalan Satish ,  Changkyu Kim ,  Jatin Chhugani

IPC: G06F17/30 ,  H03M7/30

CPC classification number: H03M7/30

Abstract: Systems and methods to accelerate compression and decompression with a search unit implemented in the processor core. According to an embodiment, a search unit may be implemented to perform compression or decompression on an input stream of data. The search unit may use a look-up table to identify appropriate compression or decompression symbols. The look-up table may be populated with a table derived using the variable length coding symbols of a sequence of vertices to be compressed or extracted from a received data stream to be decompressed. A comparator and a finite state machine may be implemented in the search unit to facilitate traversal of the look-up table.

Abstract translation: 用处理器核心实现的搜索单元来加速压缩和解压缩的系统和方法。 根据实施例，可以实现搜索单元以对输入的数据流执行压缩或解压缩。 搜索单元可以使用查找表来标识适当的压缩或解压缩符号。 查找表可以使用将要从要被解压缩的接收数据流压缩或提取的顶点序列的可变长度编码符号导出的表来填充。 可以在搜索单元中实现比较器和有限状态机，以便于遍历查找表。

公开(公告)号：US12056788B2

公开(公告)日：2024-08-06

申请号：US17684187

申请日：2022-03-01

Applicant: Intel Corporation

Inventor： Abhishek R. Appu ,  Altug Koker ,  Linda L. Hurd ,  Dukhwan Kim ,  Mike B. Macpherson ,  John C. Weast ,  Feng Chen ,  Farshad Akhbari ,  Narayan Srinivasa ,  Nadathur Rajagopalan Satish ,  Joydeep Ray ,  Ping T. Tang ,  Michael S. Strickland ,  Xiaoming Chen ,  Anbang Yao ,  Tatiana Shpeisman

IPC: G06T1/20 ,  G06F3/14 ,  G06F9/30 ,  G06F9/38 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084 ,  G06T15/00 ,  G09G5/36 ,  G06T15/04

CPC classification number: G06T1/20 ,  G06F3/14 ,  G06F9/3001 ,  G06F9/30014 ,  G06F9/3017 ,  G06F9/3887 ,  G06F9/3895 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084 ,  G06T15/005 ,  G09G5/363 ,  G06F9/3851 ,  G06T15/04 ,  G09G2360/06 ,  G09G2360/08 ,  G09G2360/121

Abstract: An apparatus to facilitate compute optimization is disclosed. The apparatus includes a mixed precision core including mixed-precision execution circuitry to execute one or more of the mixed-precision instructions to perform a mixed-precision dot-product operation comprising to perform a set of multiply and accumulate operations.

公开(公告)号：US20240257294A1

公开(公告)日：2024-08-01

申请号：US18436494

申请日：2024-02-08

Applicant: Intel Corporation

Inventor： Prasoonkumar Surti ,  Narayan Srinivasa ,  Feng Chen ,  Joydeep Ray ,  Ben J. Ashbaugh ,  Nicolas C. Galoppo Von Borries ,  Eriko Nurvitadhi ,  Balaji Vembu ,  Tsung-Han Lin ,  Kamal Sinha ,  Rajkishore Barik ,  Sara S. Baghsorkhi ,  Justin E. Gottschlich ,  Altug Koker ,  Nadathur Rajagopalan Satish ,  Farshad Akhbari ,  Dukhwan Kim ,  Wenyin Fu ,  Travis T. Schluessler ,  Josh B. Mastronarde ,  Linda L. Hurd ,  John H. Feit ,  Jeffery S. Boles ,  Adam T. Lake ,  Karthik Vaidyanathan ,  Devan Burke ,  Subramaniam Maiyuran ,  Abhishek R. Appu

IPC: G06T1/20 ,  G06F8/41 ,  G06F9/455 ,  G06F9/50 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084

CPC classification number: G06T1/20 ,  G06F9/45533 ,  G06F9/5061 ,  G06F9/5094 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084 ,  G06F8/41 ,  G06F2009/45583

Abstract: Embodiments provide mechanisms to facilitate compute operations for deep neural networks. One embodiment comprises a graphics processing unit comprising one or more multiprocessors, at least one of the one or more multiprocessors including a register file to store a plurality of different types of operands and a plurality of processing cores. The plurality of processing cores includes a first set of processing cores of a first type and a second set of processing cores of a second type. The first set of processing cores are associated with a first memory channel and the second set of processing cores are associated with a second memory channel.

公开(公告)号：US11922535B2

公开(公告)日：2024-03-05

申请号：US18168207

申请日：2023-02-13

Applicant: Intel Corporation

Inventor： Prasoonkumar Surti ,  Narayan Srinivasa ,  Feng Chen ,  Joydeep Ray ,  Ben J. Ashbaugh ,  Nicolas C. Galoppo Von Borries ,  Eriko Nurvitadhi ,  Balaji Vembu ,  Tsung-Han Lin ,  Kamal Sinha ,  Rajkishore Barik ,  Sara S. Baghsorkhi ,  Justin E. Gottschlich ,  Altug Koker ,  Nadathur Rajagopalan Satish ,  Farshad Akhbari ,  Dukhwan Kim ,  Wenyin Fu ,  Travis T. Schluessler ,  Josh B. Mastronarde ,  Linda L. Hurd ,  John H. Feit ,  Jeffery S. Boles ,  Adam T. Lake ,  Karthik Vaidyanathan ,  Devan Burke ,  Subramaniam Maiyuran ,  Abhishek R. Appu

IPC: G06T1/20 ,  G06F9/455 ,  G06F9/50 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084 ,  G06F8/41

CPC classification number: G06T1/20 ,  G06F9/45533 ,  G06F9/5061 ,  G06F9/5094 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084 ,  G06F8/41 ,  G06F2009/45583

Abstract: Embodiments provide mechanisms to facilitate compute operations for deep neural networks. One embodiment comprises a graphics processing unit comprising one or more multiprocessors, at least one of the one or more multiprocessors including a register file to store a plurality of different types of operands and a plurality of processing cores. The plurality of processing cores includes a first set of processing cores of a first type and a second set of processing cores of a second type. The first set of processing cores are associated with a first memory channel and the second set of processing cores are associated with a second memory channel.