公开(公告)号：US20190139182A1

公开(公告)日：2019-05-09

申请号：US16197783

申请日：2018-11-21

Applicant: Intel Corporation

Inventor： Eriko Nurvitadhi ,  Balaji Vembu ,  Nicolas C. Galoppo Von Borries ,  Rajkishore Barik ,  Tsung-Han Lin ,  Kamal Sinha ,  Nadathur Rajagopalan Satish ,  Jeremy Bottleson ,  Farshad Akhbari ,  Altug Koker ,  Narayan Srinivasa ,  Dukhwan Kim ,  Sara S. Baghsorkhi ,  Justin E. Gottschlich ,  Feng Chen ,  Elmoustapha Ould-Ahmed-Vall ,  Kevin Nealis ,  Xiaoming Chen ,  Anbang Yao

IPC: G06T1/20 ,  G06N3/08 ,  G06N3/04

CPC classification number: G06T1/20 ,  G06F9/3001 ,  G06F9/3017 ,  G06F9/3851 ,  G06F9/3887 ,  G06F9/3895 ,  G06N3/04 ,  G06N3/0445 ,  G06N3/0454 ,  G06N3/063 ,  G06N3/08 ,  G06N3/084

Abstract: One embodiment provides for a compute apparatus to perform machine learning operations, the compute apparatus comprising a decode unit to decode a single instruction into a decoded instruction, the decoded instruction to cause the compute apparatus to perform a complex machine learning compute operation.

公开(公告)号：US20180314250A1

公开(公告)日：2018-11-01

申请号：US15581133

申请日：2017-04-28

Applicant: Intel Corporation

Inventor： Brian T. Lewis ,  Feng Chen ,  Jeffrey R. Jackson ,  Justin E. Gottschlich ,  Rajkishore Barik ,  Xiaoming Chen ,  Prasoonkumar Surti ,  Mike B. Macpherson ,  Murali Sundaresan

IPC: G05D1/00 ,  G06N3/04 ,  G06N3/08 ,  G06N3/063

CPC classification number: G06N3/063 ,  B60W30/095 ,  G01C21/34 ,  G06N3/008 ,  G06N3/0454

Abstract: A mechanism is described for facilitating smart collection of data and smart management of autonomous machines. A method of embodiments, as described herein, includes detecting one or more sets of data from one or more sources over one or more networks, and combining a first computation directed to be performed locally at a local computing device with a second computation directed to be performed remotely at a remote computing device in communication with the local computing device over the one or more networks, where the first computation consumes low power, wherein the second computation consumes high power.

公开(公告)号：US20180308208A1

公开(公告)日：2018-10-25

申请号：US15819093

申请日：2017-11-21

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 ,  G06T1/60 ,  G06F17/16

CPC classification number: G06T1/20 ,  G06F8/41 ,  G06F9/45533 ,  G06F9/5061 ,  G06F9/5094 ,  G06F17/16 ,  G06F2009/45583 ,  G06T1/60

Abstract: An apparatus to facilitate compute optimization is disclosed. The apparatus includes a plurality of processing units each comprising a plurality of execution units (EUs), wherein the plurality of EUs comprise a first EU type and a second EU type

公开(公告)号：US20180307981A1

公开(公告)日：2018-10-25

申请号：US15494826

申请日：2017-04-24

Applicant: Intel Corporation

Inventor： Gokcen Cilingir ,  Elmoustapha Ould-Ahmed-Vall ,  Rajkishore Barik ,  Kevin Nealis ,  Xiaoming Chen ,  Justin E. Gottschlich ,  Prasoonkumar Surti ,  Chandrasekaran Sakthivel ,  Abhishek R. Appu ,  John C. Weast ,  Sara S. Baghsorkhi ,  Barnan Das ,  Narayan Biswal ,  Stanley J. Baran ,  Nilesh Shah ,  Archie Sharma ,  Mayuresh M. Varerkar

IPC: G06N3/08 ,  G06N3/04

CPC classification number: G06N3/08 ,  G06F9/3001 ,  G06F9/3017 ,  G06F9/3851 ,  G06F9/3887 ,  G06F9/3895 ,  G06F9/46 ,  G06N3/04 ,  G06N3/063 ,  G06T1/20

Abstract: An apparatus to facilitate neural network (NN) training is disclosed. The apparatus includes training logic to receive one or more network constraints and train the NN by automatically determining a best network layout and parameters based on the network constraints.

公开(公告)号：US09830196B2

公开(公告)日：2017-11-28

申请号：US14833315

申请日：2015-08-24

Applicant: Intel Corporation

Inventor： Justin E. Gottschlich ,  Cristiano Ligieri Pereira ,  Gilles Pokam ,  Youfeng Wu

IPC: G06F9/52 ,  G06F11/36

CPC classification number: G06F9/52 ,  G06F11/3632

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to manage concurrent predicate expressions. An example method discloses inserting a first condition hook into a first thread, the first condition hook associated with a first condition, inserting a second condition hook into a second thread, the second condition hook associated with a second condition, preventing the second thread from executing until the first condition is satisfied, and identifying a concurrency violation when the second condition is satisfied.

公开(公告)号：US20160299760A1

公开(公告)日：2016-10-13

申请号：US15131425

申请日：2016-04-18

Applicant: Intel Corporation

Inventor： Justin E. Gottschlich ,  Klaus Danne ,  Cristiano L. Pereira ,  Gilles A. Pokam ,  Rolf Kassa ,  Shiliang Hu ,  Tim Kranich

IPC: G06F9/30 ,  G06F9/38

CPC classification number: G06F9/44 ,  G06F9/3005 ,  G06F9/30072 ,  G06F9/3802 ,  G06F9/3851 ,  G06F9/455 ,  G06F9/52 ,  G06F11/30 ,  G06F11/3414 ,  G06F11/3476 ,  G06F11/36 ,  G06F11/3664 ,  G06F11/3688 ,  G06F2201/815 ,  G06F2201/825 ,  G06F2201/865

Abstract: One or more embodiments may provide a method for performing a replay. The method includes initiating execution of a program, the program having a plurality of sets of instructions, and each set of instructions has a number of chunks of instructions. The method also includes intercepting, by a virtual machine unit executing on a processor, an instruction of a chunk of the number of chunks before execution. The method further includes determining, by a replay module executing on the processor, whether the chunk is an active chunk, and responsive to the chunk being the active chunk, executing the instruction.

Abstract translation: 一个或多个实施例可以提供用于执行重放的方法。 该方法包括启动程序的执行，程序具有多组指令，并且每组指令具有多个指令块。 该方法还包括通过在处理器上执行的虚拟机单元截取在执行之前块数量的指令。 该方法还包括通过在处理器上执行的重播模块确定该块是否是活动块，并且响应于该块作为活动块来执行该指令。

公开(公告)号：US12112397B2

公开(公告)日：2024-10-08

申请号：US18334733

申请日：2023-06-14

Applicant: Intel Corporation

Inventor： Eriko Nurvitadhi ,  Balaji Vembu ,  Nicolas C. Galoppo Von Borries ,  Rajkishore Barik ,  Tsung-Han Lin ,  Kamal Sinha ,  Nadathur Rajagopalan Satish ,  Jeremy Bottleson ,  Farshad Akhbari ,  Altug Koker ,  Narayan Srinivasa ,  Dukhwan Kim ,  Sara S. Baghsorkhi ,  Justin E. Gottschlich ,  Feng Chen ,  Elmoustapha Ould-Ahmed-Vall ,  Kevin Nealis ,  Xiaoming Chen ,  Anbang Yao

IPC: G06T1/20 ,  G06F9/30 ,  G06F9/38 ,  G06N3/04 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/08 ,  G06N3/084

CPC classification number: G06T1/20 ,  G06F9/3001 ,  G06F9/3017 ,  G06F9/3851 ,  G06F9/3887 ,  G06F9/3895 ,  G06N3/04 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/08 ,  G06N3/084

Abstract: One embodiment provides a parallel processor comprising a hardware scheduler to schedule pipeline commands for compute operations to one or more of multiple types of compute units, a plurality of processing resources including a first sparse compute unit configured for input at a first level of sparsity and hybrid memory circuitry including a memory controller, a memory interface, and a second sparse compute unit configured for input at a second level of sparsity that is greater than the first level of sparsity.

公开(公告)号：US20240086683A1

公开(公告)日：2024-03-14

申请号：US18471843

申请日：2023-09-21

Applicant: Intel Corporation

Inventor： Liwei Ma ,  Nadathur Rajagopalan Satish ,  Jeremy Bottleson ,  Farshad Akhbari ,  Eriko Nurvitadhi ,  Chandrasekaran Sakthivel ,  Barath Lakshmanan ,  Jingyi Jin ,  Justin E. Gottschlich ,  Michael Strickland

IPC: G06N3/044 ,  G06F9/50 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084

CPC classification number: G06N3/044 ,  G06F9/5038 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084 ,  G06F2209/5021

Abstract: An apparatus to facilitate workload scheduling is disclosed. The apparatus includes one or more clients, one or more processing units to processes workloads received from the one or more clients, including hardware resources and scheduling logic to schedule direct access of the hardware resources to the one or more clients to process the workloads.

公开(公告)号：US11809978B2

公开(公告)日：2023-11-07

申请号：US17723074

申请日：2022-04-18

Applicant: Intel Corporation

Inventor： Liwei Ma ,  Nadathur Rajagopalan Satish ,  Jeremy Bottleson ,  Farshad Akhbari ,  Eriko Nurvitadhi ,  Chandrasekaran Sakthivel ,  Barath Lakshmanan ,  Jingyi Jin ,  Justin E. Gottschlich ,  Michael Strickland

IPC: G06N3/04 ,  G06N3/044 ,  G06F9/50 ,  G06N3/063 ,  G06N3/084 ,  G06N3/045

CPC classification number: G06N3/044 ,  G06F9/5038 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084 ,  G06F2209/5021

Abstract: An apparatus to facilitate workload scheduling is disclosed. The apparatus includes one or more clients, one or more processing units to processes workloads received from the one or more clients, including hardware resources and scheduling logic to schedule direct access of the hardware resources to the one or more clients to process the workloads.

公开(公告)号：US11727527B2

公开(公告)日：2023-08-15

申请号：US17541413

申请日：2021-12-03

Applicant: Intel Corporation

Inventor： Eriko Nurvitadhi ,  Balaji Vembu ,  Nicolas C. Galoppo Von Borries ,  Rajkishore Barik ,  Tsung-Han Lin ,  Kamal Sinha ,  Nadathur Rajagopalan Satish ,  Jeremy Bottleson ,  Farshad Akhbari ,  Altug Koker ,  Narayan Srinivasa ,  Dukhwan Kim ,  Sara S. Baghsorkhi ,  Justin E. Gottschlich ,  Feng Chen ,  Elmoustapha Ould-Ahmed-Vall ,  Kevin Nealis ,  Xiaoming Chen ,  Anbang Yao

IPC: G06T1/20 ,  G06N3/063 ,  G06F9/38 ,  G06F9/30 ,  G06N3/084 ,  G06N3/044 ,  G06N3/045 ,  G06N3/04 ,  G06N3/08

CPC classification number: G06T1/20 ,  G06F9/3001 ,  G06F9/3017 ,  G06F9/3851 ,  G06F9/3887 ,  G06F9/3895 ,  G06N3/04 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/08 ,  G06N3/084

Abstract: One embodiment provides for a compute apparatus to perform machine learning operations, the compute apparatus comprising a decode unit to decode a single instruction into a decoded instruction, the decoded instruction to cause the compute apparatus to perform a complex compute operation.