公开(公告)号：EP3938900A1

公开(公告)日：2022-01-19

申请号：EP20712094.0

申请日：2020-02-11

申请人： INTEL Corporation

发明人： COORAY, Niran ,  SADLER, William B. ,  PEARCE, Jonathan D. ,  PETRE, Marian Alin ,  ASHBAUGH, Ben ,  RAMADOSS, Murali ,  VEMULAPALLI, Vikranth ,  SHAH, Ankur N. ,  SANKARAN, Rajesh

IPC分类号： G06F9/48 ,  G06F9/46 ,  G06T1/20

公开(公告)号：EP3396600A1

公开(公告)日：2018-10-31

申请号：EP18163730.7

申请日：2018-03-23

申请人： INTEL Corporation

发明人： SRINIVASA, Narayan ,  RAY, Joydeep ,  GALOPPO VON BORRIES, Nicolas C. ,  ASHBAUGH, Ben ,  SURTI, Prasoonkumar ,  CHEN, Feng ,  LAKSHMANAN, Barath ,  OULD-AHMED-VALL, Elmoustapha ,  MA, Liwei ,  HURD, Linda L. ,  APPU, Abhishek R. ,  WEAST, John C. ,  BAGHSORKHI, Sara S. ,  GOTTSCHLICH, Justin E. ,  SAKTHIVEL, Chandrasekaran ,  AKHBARI, Farshad ,  KIM, Dukhwan ,  KOKER, Altug ,  SATISH, Nadathur Rajagopalan

IPC分类号： G06N3/04 ,  G06N3/08 ,  G06N3/063

CPC分类号： G06N3/08 ,  G06N3/04 ,  G06N3/0454 ,  G06N3/063 ,  G06N3/082

摘要： An apparatus to facilitate optimization of a neural network (NN) is disclosed. The apparatus includes optimization logic to define a NN topology having one or more macro layers, adjust the one or more macro layers to adapt to input and output components of the NN and train the NN based on the one or more macro layers.

公开(公告)号：EP3938913A1

公开(公告)日：2022-01-19

申请号：EP20718454.0

申请日：2020-03-14

申请人： INTEL Corporation

发明人： KOKER, Altug ,  ASHBAUGH, Ben ,  JANUS, Scott ,  ANANTARAMAN, Aravindh ,  APPU, Abhishek R. ,  COORAY, Niran ,  GEORGE, Varghese ,  HUNTER, Arthur ,  INSKO, Brent ,  OULD-AHMED-VALL, ElMoustapha ,  PANNEER, Selvakumar ,  RANGANATHAN, Vasanth ,  RAY, Joydeep ,  SINHA, Kamal ,  STRIRAMASSARMA, Lakshminarayanan ,  SURTI, Prasoonkumar ,  TANGRI, Saurabh

IPC分类号： G06F12/0804 ,  G06F12/0893 ,  G06F15/173

公开(公告)号：EP3506108A1

公开(公告)日：2019-07-03

申请号：EP18209352.6

申请日：2018-11-29

申请人： Intel Corporation

发明人： RAY, Joydeep ,  ASHBAUGH, Ben ,  SURTI, Prasoonkumar ,  RAMANI, Pradeep ,  HARIHARA, Rama ,  JUSTIN, Jerin C. ,  HUANG, Jing ,  CUI, Xiaoming ,  COSTA, Timothy B. ,  GONG, Ting ,  OULD-AHMED-VALL, Elmoustapha ,  BALASUBRAMANIAN, Kumar ,  THOMAS, Anil ,  ELIBOL, Oguz H. ,  BOBBA, Jayaram ,  ZHUANG, Guozhong ,  SUBRAMANIAN, Bhavani ,  KESKIN, Gokce ,  SAKTHIVEL, Chandrasekaran ,  POORNACHANDRAN, Rajesh

IPC分类号： G06F12/02

摘要： 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：EP3938902A1

公开(公告)日：2022-01-19

申请号：EP20712086.6

申请日：2020-02-10

申请人： INTEL Corporation

发明人： RAMADOSS, Murali ,  VEMULAPALLI, Vikranth ,  COORAY, Niran ,  SADLER, William B. ,  PEARCE, Jonathan D. ,  PETRE, Marian Alin ,  ASHBAUGH, Ben ,  OULD-AHMED-VALL, ElMoustapha ,  GALOPPO VON BORRIES, Nicolas ,  KOKER, Altug ,  ANANTARAMAN, Aravindh ,  MAIYURAN, Subramaniam ,  GEORGE, Varghese ,  KIM, Sungye ,  ANDREI, Valentin

IPC分类号： G06F9/50 ,  G06F12/08

公开(公告)号：EP3938894A1

公开(公告)日：2022-01-19

申请号：EP20718902.8

申请日：2020-03-14

申请人： INTEL Corporation

发明人： STRIRAMASSARMA, Lakshminarayanan ,  SURTI, Prasoonkumar ,  GEORGE, Varghese ,  ASHBAUGH, Ben ,  ANANTARAMAN, Aravindh ,  ANDREI, Valentin ,  APPU, Abhishek ,  GALOPPO VON BORRIES, Nicolas ,  KOKER, Altug ,  MACPHERSON, Mike ,  MAIYURAN, Subramaniam ,  MISTRY, Nilay ,  OULD-AHMED-VALL, Elmoustapha ,  PANNEER, Selvakumar ,  RANGANATHAN, Vasanth ,  RAY, Joydeep ,  SHAH, Ankur ,  TANGRI, Saurabh

IPC分类号： G06F9/38 ,  G06F12/0862 ,  G06F9/30

公开(公告)号：EP3591519A1

公开(公告)日：2020-01-08

申请号：EP19180125.7

申请日：2019-06-13

申请人： Intel Corporation

发明人： APODACA, Michael ,  SHAH, Ankur ,  ASHBAUGH, Ben ,  FLIFLET, Brandon ,  NALLURI, Hema ,  K, Pattabhiraman ,  DOYLE, Peter ,  KOSTON, Joseph ,  VALERIO, James ,  RAMADOSS, Murali ,  KOKER, Altug ,  NAVALE, Aditya ,  SURTI, Prasoonkumar ,  VEMBU, Balaji

IPC分类号： G06F9/38

摘要： Apparatus and method for simultaneous command streamers. For example, one embodiment of an apparatus comprises: a plurality of work element queues to store work elements for a plurality of thread contexts, each work element associated with a context descriptor identifying a context storage region in memory; a plurality of command streamers, each command streamer associated with one of the plurality of work element queues, the command streamers to independently submit instructions for execution as specified by the work elements; a thread dispatcher to evaluate the thread contexts including priority values, to tag each instruction with an execution identifier (ID), and to responsively dispatch each instruction including the execution ID in accordance with the thread context; and a plurality of graphics functional units to independently execute each instruction dispatched by the thread dispatcher and to associate each instruction with a thread context based on its execution ID.