公开(公告)号：US11557064B2

公开(公告)日：2023-01-17

申请号：US16750819

申请日：2020-01-23

Applicant: Intel Corporation

Inventor： Joydeep Ray ,  Ben Ashbaugh ,  Prasoonkumar Surti ,  Pradeep Ramani ,  Rama Harihara ,  Jerin C. Justin ,  Jing Huang ,  Xiaoming Cui ,  Timothy B. Costa ,  Ting Gong ,  Elmoustapha Ould-ahmed-vall ,  Kumar Balasubramanian ,  Anil Thomas ,  Oguz H. Elibol ,  Jayaram Bobba ,  Guozhong Zhuang ,  Bhavani Subramanian ,  Gokce Keskin ,  Chandrasekaran Sakthivel ,  Rajesh Poornachandran

IPC: G06T15/00 ,  G06T9/00 ,  G06F12/02

Abstract: Embodiments are generally directed to compression in machine learning and deep learning processing. An embodiment of an apparatus for compression of untyped data includes a graphical processing unit (GPU) including a data compression pipeline, the data compression pipeline including a data port coupled with one or more shader cores, wherein the data port is to allow transfer of untyped data without format conversion, and a 3D compression/decompression unit to provide for compression of untyped data to be stored to a memory subsystem and decompression of untyped data from the memory subsystem.

公开(公告)号：US20200258263A1

公开(公告)日：2020-08-13

申请号：US16750819

申请日：2020-01-23

Applicant: Intel Corporation

Inventor： Joydeep Ray ,  Ben Ashbaugh ,  Prasoonkumar Surti ,  Pradeep Ramani ,  Rama Harihara ,  Jerin C. Justin ,  Jing Huang ,  Xiaoming Cui ,  Timothy B. Costa ,  Ting Gong ,  Elmoustapha Ould-ahmed-vall ,  Kumar Balasubramanian ,  Anil Thomas ,  Oguz H. Elibol ,  Jayaram Bobba ,  Guozhong Zhuang ,  Bhavani Subramanian ,  Gokce Keskin ,  Chandrasekaran Sakthivel ,  Rajesh Poornachandran

IPC: G06T9/00 ,  G06T15/00 ,  G06F12/02

Abstract: Embodiments are generally directed to compression in machine learning and deep learning processing. An embodiment of an apparatus for compression of untyped data includes a graphical processing unit (GPU) including a data compression pipeline, the data compression pipeline including a data port coupled with one or more shader cores, wherein the data port is to allow transfer of untyped data without format conversion, and a 3D compression/decompression unit to provide for compression of untyped data to be stored to a memory subsystem and decompression of untyped data from the memory subsystem.

公开(公告)号：US20190206090A1

公开(公告)日：2019-07-04

申请号：US15859408

申请日：2017-12-30

Applicant: Intel Corporation

Inventor： Joydeep Ray ,  Ben Ashbaugh ,  Prasoonkumar Surti ,  Pradeep Ramani ,  Rama Harihara ,  Jerin C. Justin ,  Jing Huang ,  Xiaoming Cui ,  Timothy B. Costa ,  Ting Gong ,  Elmoustapha Ould-Ahmed-Vall ,  Kumar Balasubramanian ,  Anil Thomas ,  Oguz H. Elibol ,  Jayaram Bobba ,  Guozhong Zhuang ,  Bhavani Subramanian ,  Gokce Keskin ,  Chandrasekaran Sakthivel ,  Rajesh Poornachandran

IPC: G06T9/00 ,  G06T15/00

CPC classification number: G06T9/002 ,  G06F12/023 ,  G06F2212/302 ,  G06F2212/401 ,  G06T15/005

Abstract: Embodiments are generally directed to compression in machine learning and deep learning processing. An embodiment of an apparatus for compression of untyped data includes a graphical processing unit (GPU) including a data compression pipeline, the data compression pipeline including a data port coupled with one or more shader cores, wherein the data port is to allow transfer of untyped data without format conversion, and a 3D compression/decompression unit to provide for compression of untyped data to be stored to a memory subsystem and decompression of untyped data from the memory subsystem.

公开(公告)号：US20250053797A1

公开(公告)日：2025-02-13

申请号：US18812822

申请日：2024-08-22

Applicant: Intel Corporation

Inventor： Amit Bleiweiss ,  Abhishek Venkatesh ,  Gokce Keskin ,  John Gierach ,  Oguz Elibol ,  Tomer Bar-On ,  Huma Abidi ,  Devan Burke ,  Jaikrishnan Menon ,  Eriko Nurvitadhi ,  Pruthvi Gowda Thorehosur Appajigowda ,  Travis T. Schluessler ,  Dhawal Srivastava ,  Nishant Patel ,  Anil Thomas

IPC: G06N3/063 ,  G06F9/38 ,  G06N3/04 ,  G06N3/08 ,  G06N5/046 ,  G06N20/00 ,  G06T1/20

Abstract: An apparatus to facilitate compute optimization is disclosed. The apparatus includes a at least one processor to perform operations to implement a neural network and compute logic to accelerate neural network computations.

公开(公告)号：US12086705B2

公开(公告)日：2024-09-10

申请号：US15858014

申请日：2017-12-29

Applicant: Intel Corporation

Inventor： Amit Bleiweiss ,  Abhishek Venkatesh ,  Gokce Keskin ,  John Gierach ,  Oguz Elibol ,  Tomer Bar-On ,  Huma Abidi ,  Devan Burke ,  Jaikrishnan Menon ,  Eriko Nurvitadhi ,  Pruthvi Gowda Thorehosur Appajigowda ,  Travis T. Schluessler ,  Dhawal Srivastava ,  Nishant Patel ,  Anil Thomas

IPC: G06N3/063 ,  G06F9/38 ,  G06N3/04 ,  G06N3/08 ,  G06N5/046 ,  G06N20/00 ,  G06T1/20

CPC classification number: G06N3/063 ,  G06F9/3887 ,  G06N3/04 ,  G06N3/08 ,  G06N5/046 ,  G06N20/00 ,  G06T1/20

Abstract: An apparatus to facilitate compute optimization is disclosed. The apparatus includes a at least one processor to perform operations to implement a neural network and compute logic to accelerate neural network computations.

公开(公告)号：US10546393B2

公开(公告)日：2020-01-28

申请号：US15859408

申请日：2017-12-30

Applicant: Intel Corporation

Inventor： Joydeep Ray ,  Ben Ashbaugh ,  Prasoonkumar Surti ,  Pradeep Ramani ,  Rama Harihara ,  Jerin C. Justin ,  Jing Huang ,  Xiaoming Cui ,  Timothy B. Costa ,  Ting Gong ,  Elmoustapha Ould-Ahmed-Vall ,  Kumar Balasubramanian ,  Anil Thomas ,  Oguz H. Elibol ,  Jayaram Bobba ,  Guozhong Zhuang ,  Bhavani Subramanian ,  Gokce Keskin ,  Chandrasekaran Sakthivel ,  Rajesh Poornachandran

IPC: G06T9/00 ,  G06T15/00

Abstract: Embodiments are generally directed to compression in machine learning and deep learning processing. An embodiment of an apparatus for compression of untyped data includes a graphical processing unit (GPU) including a data compression pipeline, the data compression pipeline including a data port coupled with one or more shader cores, wherein the data port is to allow transfer of untyped data without format conversion, and a 3D compression/decompression unit to provide for compression of untyped data to be stored to a memory subsystem and decompression of untyped data from the memory subsystem.

公开(公告)号：US12056906B2

公开(公告)日：2024-08-06

申请号：US18466141

申请日：2023-09-13

Applicant: Intel Corporation

Inventor： Joydeep Ray ,  Ben Ashbaugh ,  Prasoonkumar Surti ,  Pradeep Ramani ,  Rama Harihara ,  Jerin C. Justin ,  Jing Huang ,  Xiaoming Cui ,  Timothy B. Costa ,  Ting Gong ,  Elmoustapha Ould-ahmed-vall ,  Kumar Balasubramanian ,  Anil Thomas ,  Oguz H. Elibol ,  Jayaram Bobba ,  Guozhong Zhuang ,  Bhavani Subramanian ,  Gokce Keskin ,  Chandrasekaran Sakthivel ,  Rajesh Poornachandran

IPC: G06F12/02 ,  G06T9/00 ,  G06T15/00

CPC classification number: G06T9/002 ,  G06F12/023 ,  G06T15/005 ,  G06F2212/302 ,  G06F2212/401

Abstract: Embodiments are generally directed to compression in machine learning and deep learning processing. An embodiment of an apparatus for compression of untyped data includes a graphical processing unit (GPU) including a data compression pipeline, the data compression pipeline including a data port coupled with one or more shader cores, wherein the data port is to allow transfer of untyped data without format conversion, and a 3D compression/decompression unit to provide for compression of untyped data to be stored to a memory subsystem and decompression of untyped data from the memory subsystem.

公开(公告)号：US11798198B2

公开(公告)日：2023-10-24

申请号：US18152643

申请日：2023-01-10

Applicant: Intel Corporation

Inventor： Joydeep Ray ,  Ben Ashbaugh ,  Prasoonkumar Surti ,  Pradeep Ramani ,  Rama Harihara ,  Jerin C. Justin ,  Jing Huang ,  Xiaoming Cui ,  Timothy B. Costa ,  Ting Gong ,  Elmoustapha Ould-ahmed-vall ,  Kumar Balasubramanian ,  Anil Thomas ,  Oguz H. Elibol ,  Jayaram Bobba ,  Guozhong Zhuang ,  Bhavani Subramanian ,  Gokce Keskin ,  Chandrasekaran Sakthivel ,  Rajesh Poornachandran

IPC: G06T9/00 ,  G06F12/02 ,  G06T15/00

CPC classification number: G06T9/002 ,  G06F12/023 ,  G06T15/005 ,  G06F2212/302 ,  G06F2212/401

Abstract: Embodiments are generally directed to compression in machine learning and deep learning processing. An embodiment of an apparatus for compression of untyped data includes a graphical processing unit (GPU) including a data compression pipeline, the data compression pipeline including a data port coupled with one or more shader cores, wherein the data port is to allow transfer of untyped data without format conversion, and a 3D compression/decompression unit to provide for compression of untyped data to be stored to a memory subsystem and decompression of untyped data from the memory subsystem.

公开(公告)号：US20190205736A1

公开(公告)日：2019-07-04

申请号：US15858014

申请日：2017-12-29

Applicant: Intel Corporation

Inventor： Amit Bleiweiss ,  Abhishek Venkatesh ,  Gokce Keskin ,  John Gierach ,  Oguz Elibol ,  Tomer Bar-On ,  Huma Abidi ,  Devan Burke ,  Jaikrishnan Menon ,  Eriko Nurvitadhi ,  Pruthvi Gowda Thorehosur Appajigowda ,  Travis T. Schluessler ,  Dhawal Srivastava ,  Nishant Patel ,  Anil Thomas

IPC: G06N3/063 ,  G06N5/04 ,  G06N3/04 ,  G06N99/00 ,  G06F9/38 ,  G06N3/08 ,  G06T1/20

CPC classification number: G06N3/063 ,  G06F9/3887 ,  G06N3/04 ,  G06N3/08 ,  G06N5/046 ,  G06N20/00 ,  G06T1/20

Abstract: An apparatus to facilitate compute optimization is disclosed. The apparatus includes a at least one processor to perform operations to implement a neural network and compute logic to accelerate neural network computations.

公开(公告)号：US20190042927A1

公开(公告)日：2019-02-07

申请号：US16108817

申请日：2018-08-22

Applicant: Intel Corporation

Inventor： Gokce Keskin ,  Anil Thomas ,  Oguz Elibol

IPC: G06N3/063 ,  G06N3/08 ,  G10L15/16 ,  G06N3/04 ,  G06F17/16

Abstract: An embodiment of a semiconductor package apparatus may include technology to process one or more vectors with a sum of squares operation with a layer of a multi-layer neural network, and determine a fixed-point approximation for the sum of squares operation. Other embodiments are disclosed and claimed.