公开(公告)号：US11227360B2

公开(公告)日：2022-01-18

申请号：US16714862

申请日：2019-12-16

Applicant: Intel Corporation

Inventor： Altug Koker ,  Balaji Vembu ,  Joydeep Ray ,  James A. Valerio ,  Abhishek R. Appu

IPC: G06T1/20 ,  G06F9/50

Abstract: One embodiment provides for a general-purpose graphics processing unit comprising a processing array including multiple compute blocks, each compute block including multiple processing clusters and a thread dispatch unit to dispatch threads of a workload to the multiple compute blocks based on a parallelism metric, wherein the thread dispatch unit, based on the parallelism metric, is to perform one of a first operation and a second operation, the first operation to distribute threads across the multiple compute blocks and the second operation is to concentrate threads within one of the multiple compute blocks.

公开(公告)号：US11217040B2

公开(公告)日：2022-01-04

申请号：US16383849

申请日：2019-04-15

Applicant: Intel Corporation

Inventor： Barath Lakshamanan ,  Linda L. Hurd ,  Ben J. Ashbaugh ,  Elmoustapha Ould-Ahmed-Vall ,  Liwei Ma ,  Jingyi Jin ,  Justin E. Gottschlich ,  Chandrasekaran Sakthivel ,  Michael S. Strickland ,  Brian T. Lewis ,  Lindsey Kuper ,  Altug Koker ,  Abhishek R. Appu ,  Prasoonkumar Surti ,  Joydeep Ray ,  Balaji Vembu ,  Javier S. Turek ,  Naila Farooqui

IPC: G05D1/00 ,  G07C5/00 ,  G08G1/01 ,  H04W28/08 ,  H04L29/08 ,  G06N20/00 ,  G06F9/50 ,  G01C21/34 ,  B60W30/00 ,  G06N3/04 ,  G06N3/063 ,  G06N3/08 ,  G06N20/10 ,  G08G1/052 ,  G01S19/13 ,  H04L12/26 ,  G05D1/02

Abstract: One embodiment provides for a computing device within an autonomous vehicle, the compute device comprising a wireless network device to enable a wireless data connection with an autonomous vehicle network, a set of multiple processors including a general-purpose processor and a general-purpose graphics processor, the set of multiple processors to execute a compute manager to manage execution of compute workloads associated with the autonomous vehicle, the compute workload associated with autonomous operations of the autonomous vehicle, and offload logic configured to execute on the set of multiple processors, the offload logic to determine to offload one or more of the compute workloads to one or more autonomous vehicles within range of the wireless network device.

公开(公告)号：US11182296B2

公开(公告)日：2021-11-23

申请号：US16566188

申请日：2019-09-10

Applicant: Intel Corporation

Inventor： Andrew T. Lauritzen ,  Gabor Liktor ,  Tomer Bar-On ,  Hugues Labbe ,  John G. Gierach ,  Joydeep Ray ,  Travis T. Schluessler ,  John H. Feit ,  Nikos Kaburlasos ,  Jacek Kwiatkowski ,  Abhishek R. Appu ,  Balaji Vembu ,  Altug Koker

IPC: G06F12/0862 ,  G06F9/30 ,  G06F12/0875 ,  G06F9/38 ,  G06F12/0811 ,  G06F12/0855 ,  G06T1/20

Abstract: Systems, apparatuses and methods may provide a way to track graphics pipeline operations. More particularly, the systems, apparatuses and methods may provide a way to track operation dependencies between graphics pipeline operations for blocks of pixel samples and stall one or more of the pipeline operations based on the operation dependencies. The systems, apparatuses and methods may further provide cache pre-fetch hardware to monitor processing of blocks of pixel samples and fetch a next block of the pixel samples from the memory into a cache before completion of processing a current block of pixel samples based on one or more of the pipeline operations or a surface state of one or more regions of a screen space.

公开(公告)号：US20210312692A1

公开(公告)日：2021-10-07

申请号：US17173892

申请日：2021-02-11

Applicant: Intel Corporation

Inventor： Balaji Vembu ,  Murali Ramadoss ,  David I. Standring ,  Shruti A. Sethi ,  Jeffrey S. Frizzell ,  Alan M. Curtis ,  Abhishek R. Appu ,  Joydeep Ray ,  Altug Koker

IPC: G06T15/00 ,  G06F12/0813 ,  G06F13/16 ,  G06F12/084 ,  G06F12/10 ,  G06F12/02

Abstract: In an example, an apparatus comprises a plurality of execution units, and logic, at least partially including hardware logic, to create a scatter gather list in memory and collect a plurality of operating statistics for the plurality of execution units using the scatter gather list. Other embodiments are also disclosed and claimed.

公开(公告)号：US20210279104A1

公开(公告)日：2021-09-09

申请号：US17205905

申请日：2021-03-18

Applicant: INTEL CORPORATION

Inventor： ALTUG KOKER ,  Abhishek R. Appu ,  Kiran C. Veernapu ,  Joydeep Ray ,  Balaji Vembu

IPC: G06F9/50 ,  G06T1/20

Abstract: Methods and apparatus relating to techniques for avoiding cache lookup for cold cache. In an example, an apparatus comprises logic, at least partially comprising hardware logic, to receive a completion acknowledgment from the plurality of graphics processing units and in response to a determination that the workload is finished, to terminate one or more communication connections on the interconnect bridge. Other embodiments are also disclosed and claimed.

公开(公告)号：US11106264B2

公开(公告)日：2021-08-31

申请号：US16805480

申请日：2020-02-28

Applicant: INTEL CORPORATION

Inventor： Altug Koker ,  Abhishek R. Appu ,  Kiran C. Veernapu ,  Joydeep Ray ,  Balaji Vembu ,  Prasoonkumar Surti ,  Kamal Sinha ,  Eric J. Hoekstra ,  Wenyin Fu ,  Nikos Kaburlasos ,  Bhushan M. Borole ,  Travis T. Schluessler ,  Ankur N. Shah ,  Jonathan Kennedy

IPC: G06T1/20 ,  G06F1/3209 ,  H04W52/02 ,  G06F1/324 ,  G06F1/3203 ,  G06F1/3212 ,  G06F1/3218 ,  G06F1/3231 ,  G06F3/01 ,  G06F11/07 ,  G06F11/30 ,  H04M1/72448

Abstract: Methods and apparatus relating to techniques for avoiding cache lookup for cold cache. In an example, an apparatus comprises logic, at least partially comprising hardware logic, to collect user information for a user of a data processing device, generate a user profile for the user of the data processing device from the user information, and set a power profile a processor in the data processing device using the user profile. Other embodiments are also disclosed and claimed.

公开(公告)号：US11080213B2

公开(公告)日：2021-08-03

申请号：US16700853

申请日：2019-12-02

Applicant: INTEL CORPORATION

Inventor： Balaji Vembu ,  Altug Koker ,  Joydeep Ray ,  Abhishek R. Appu ,  Pattabhiraman K ,  Niranjan L. Cooray

IPC: G06F13/16 ,  G06T1/60 ,  G06F9/50 ,  G06F13/40 ,  G06F12/0802 ,  G06F12/1045 ,  G06F9/48 ,  G06F12/0875

Abstract: An apparatus and method for dynamic provisioning and traffic control on a memory fabric. For example, one embodiment of an apparatus comprises: a graphics processing unit (GPU) comprising a plurality of graphics processing resources; slice configuration hardware logic to logically subdivide the graphics processing resources into a plurality of slices; and slice allocation hardware logic to allocate a designated set of slices to each virtual machine (VM) of a plurality of VMs running in a virtualized execution environment; and a plurality of queues associated with each VM at different levels of a memory interconnection fabric, the queues for a first VM to store memory traffic for that VM at the different levels of the memory interconnection fabric; arbitration hardware logic coupled to the plurality of queues and distributed across the different levels of the memory interconnection fabric, the arbitration hardware logic to cause memory traffic to be blocked from one or more upstream queues of the first VM upon detecting that a downstream queue associated with the first VM is full or at a specified threshold.

公开(公告)号：US20210201438A1

公开(公告)日：2021-07-01

申请号：US17143805

申请日：2021-01-07

Applicant: Intel Corporation

Inventor： Abhishek R. Appu ,  Altug Koker ,  John C. Weast ,  Mike B. Macpherson ,  Linda L. Hurd ,  Sara S. Baghsorkhi ,  Justin E. Gottschlich ,  Prasoonkumar Surti ,  Chandrasekaran Sakthivel ,  Liwei Ma ,  Elmoustapha Ould-Ahmed-Vall ,  Kamal Sinha ,  Joydeep Ray ,  Balaji Vembu ,  Sanjeev Jahagirdar ,  Vasanth Ranganathan ,  DUKHWAN Kim

IPC: G06T1/20 ,  G06F9/46 ,  G06N3/04 ,  G06N3/063 ,  G06N3/08

Abstract: A mechanism is described for facilitating inference coordination and processing utilization for machine learning at autonomous machines. A method of embodiments, as described herein, includes detecting, at training time, information relating to one or more tasks to be performed according to a training dataset relating to a processor including a graphics processor. The method may further include analyzing the information to determine one or more portions of hardware relating to the processor capable of supporting the one or more tasks, and configuring the hardware to pre-select the one or more portions to perform the one or more tasks, while other portions of the hardware remain available for other tasks.

公开(公告)号：US20210158471A1

公开(公告)日：2021-05-27

申请号：US17099118

申请日：2020-11-16

Applicant: Intel Corporation

Inventor： Murali Ramadoss ,  Balaji Vembu ,  Eric C. Samson ,  Kun Tian ,  David J. Cowperthwaite ,  Altug Koker ,  Zhi Wang ,  Joydeep Ray ,  Subramaniam M. Maiyuran ,  Abhishek R. Appu

IPC: G06T1/20 ,  G06F9/48 ,  G06F9/50 ,  G06F9/38

Abstract: Embodiments described herein provide techniques enable a compute unit to continue processing operations when all dispatched threads are blocked. One embodiment provides for a method comprising executing multiple concurrent threads on a processing resource of a graphics processor, during execution, detecting that each of the multiple concurrent threads of the processing resource are blocked from execution, selecting a victim thread from the multiple concurrent threads, and suspending the victim thread. The thread state is stored to a thread scratch space in memory along with a blocking event associated with the victim thread.

公开(公告)号：US10997686B2

公开(公告)日：2021-05-04

申请号：US16243624

申请日：2019-01-09

Applicant: Intel Corporation

Inventor： Balaji Vembu ,  Brandon Fliflet ,  James Valerio ,  Michael Apodaca ,  Ben Ashbaugh ,  Hema Nalluri ,  Ankur Shah ,  Murali Ramadoss ,  David Puffer ,  Altug Koker ,  Aditya Navale ,  Abhishek R. Appu ,  Joydeep Ray ,  Travis Schluessler

IPC: G06T1/20 ,  G06F9/48 ,  G06F9/50 ,  G06F9/52 ,  G06T1/60

Abstract: Embodiments described herein provide a graphics, media, and compute device having a tiled architecture composed of a number of tiles of smaller graphics devices. The work distribution infrastructure for such device enables the distribution of workloads across multiple tiles of the device. Work items can be submitted to any one or more of the multiple tiles, with workloads able to span multiple tiles. Additionally, upon completion of a work item, graphics, media, and/or compute engines within the device can readily acquire new work items for execution with minimal latency.