公开(公告)号：US11592817B2

公开(公告)日：2023-02-28

申请号：US15581124

申请日：2017-04-28

申请人： Intel Corporation

发明人： Abhishek R. Appu ,  John C. Weast ,  Sara S. Baghsorkhi ,  Justin E. Gottschlich ,  Prasoonkumar Surti ,  Chandrasekaran Sakthivel ,  Altug Koker ,  Farshad Akhbari ,  Feng Chen ,  Dukhwan Kim ,  Narayan Srinivasa ,  Nadathur Rajagopalan Satish ,  Kamal Sinha ,  Joydeep Ray ,  Balaji Vembu ,  Mike B. Macpherson ,  Linda L. Hurd ,  Sanjeev Jahagirdar ,  Vasanth Ranganathan

IPC分类号： G06N3/063 ,  G06N3/08 ,  G06N3/04 ,  G05D1/00 ,  G06F9/50 ,  G06N3/084

摘要： A mechanism is described for facilitating storage management for machine learning at autonomous machines. A method of embodiments, as described herein, includes detecting one or more components associated with machine learning, where the one or more components include memory and a processor coupled to the memory, and where the processor includes a graphics processor. The method may further include allocating a storage portion of the memory and a hardware portion of the processor to a machine learning training set, where the storage and hardware portions are precise for implementation and processing of the training set.

公开(公告)号：US11580361B2

公开(公告)日：2023-02-14

申请号：US15494826

申请日：2017-04-24

申请人： Intel Corporation

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

IPC分类号： G06N3/08 ,  G06N3/04 ,  G06F9/38 ,  G06N3/063 ,  G06F9/30 ,  G06T1/20 ,  G06N3/084

摘要： 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：US20220366527A1

公开(公告)日：2022-11-17

申请号：US17871781

申请日：2022-07-22

申请人： Intel Corporation

发明人： 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分类号： G06T1/20 ,  G06F9/46 ,  G06N3/04 ,  G06N3/063 ,  G06N3/08

摘要： A mechanism is described for facilitating inference coordination and processing utilization for machine learning. A method of embodiments, as described herein, includes limiting execution of workloads for the respective contexts of a plurality of contexts to a specified subset of a plurality of processing resources of a processing system according to physical resource slices of the processing system that are associated with the respective contexts of the plurality of contexts.

公开(公告)号：US11486719B2

公开(公告)日：2022-11-01

申请号：US16941163

申请日：2020-07-28

申请人： Intel Corporation

发明人： Ren Wang ,  Zhonghong Ou ,  Arvind Kumar ,  Kristoffer Fleming ,  Tsung-Yuan C. Tai ,  Timothy J. Gresham ,  John C. Weast ,  Corey Kukis

IPC分类号： G01C21/34 ,  H04W4/024 ,  H04W4/029 ,  H04B17/318 ,  H04W24/08

摘要： Examples disclosed herein include a mobile computing device to determine network condition information associated with a route segment. The route segment may be one of a number of route segments defining at least one route from a starting location to a destination. The mobile computing device may determine a route from the starting location to the destination based on the network condition information. The mobile computing device may upload the network condition information to a crowdsourcing server. A mobile computing device may predict a future location of the device based on device context, determine a safety level for the predicted location, and notify the user if the safety level is below a threshold safety level. The device context may include location, time of day, and other data. The safety level may be determined based on predefined crime data.

公开(公告)号：US11301952B2

公开(公告)日：2022-04-12

申请号：US16995241

申请日：2020-08-17

申请人： Intel Corporation

发明人： Tao Zhao ,  John C. Weast ,  Brett P. Wang

IPC分类号： G06T1/20 ,  G06F9/00 ,  G06F9/48 ,  G06F9/451

摘要： Systems and methods for determining a foreground application and at least one background application from multiple graphics applications executing within an execution environment are disclosed. Pixel data rendered by the foreground application may be displayed in the execution environment while a rendering thread of the background application may be paused.

公开(公告)号：US11138686B2

公开(公告)日：2021-10-05

申请号：US16446265

申请日：2019-06-19

申请人： Intel Corporation

发明人： Elmoustapha Ould-Ahmed-Vall ,  Sara S. Baghsorkhi ,  Anbang Yao ,  Kevin Nealis ,  Xiaoming Chen ,  Altug Koker ,  Abhishek R. Appu ,  John C. Weast ,  Mike B. Macpherson ,  Dukhwan Kim ,  Linda L. Hurd ,  Ben J. Ashbaugh ,  Barath Lakshmanan ,  Liwei Ma ,  Joydeep Ray ,  Ping T. Tang ,  Michael S. Strickland

IPC分类号： G06T1/20 ,  G06F7/483 ,  G06N3/08 ,  G06F9/30 ,  G06N3/04 ,  G06N3/063 ,  G06F9/50 ,  G06F9/38 ,  G06N20/00 ,  G06F3/14 ,  G06T1/60 ,  G06T15/00

摘要： Embodiments described herein provide a graphics processor that can perform a variety of mixed and multiple precision instructions and operations. One embodiment provides a streaming multiprocessor that can concurrently execute multiple thread groups, wherein the streaming multiprocessor includes a single instruction, multiple thread (SIMT) architecture and the streaming multiprocessor is to execute multiple threads for each of multiple instructions. The streaming multiprocessor can perform concurrent integer and floating-point operations and includes a mixed precision core to perform operations at multiple precisions.

公开(公告)号：US20210294649A1

公开(公告)日：2021-09-23

申请号：US17206514

申请日：2021-03-19

申请人： Intel Corporation

发明人： Chandrasekaran Sakthivel ,  Prasoonkumar Surti ,  John C. Weast ,  Sara S. Baghsorkhi ,  Justin E. Gottschlich ,  Abhishek R. Appu ,  Nicolas C. Galoppo Von Borries ,  Joydeep Ray ,  Narayan Srinivasa ,  Feng Chen ,  Ben J. Ashbaugh ,  Rajkishore Barik ,  Tsung-Han Lin ,  Kamal Sinha ,  Eriko Nurvitadhi ,  Balaji Vembu ,  Altug Koker

IPC分类号： G06F9/48 ,  G06N3/04 ,  G06F12/12

摘要： In an example, an apparatus comprises a plurality of processing unit cores, a plurality of cache memory modules associated with the plurality of processing unit cores, and a machine learning model communicatively coupled to the plurality of processing unit cores, wherein the plurality of cache memory modules share cache coherency data with the machine learning model. Other embodiments are also disclosed and claimed.

公开(公告)号：US10732582B2

公开(公告)日：2020-08-04

申请号：US14998268

申请日：2015-12-26

申请人： Intel Corporation

发明人： John C. Weast ,  Tobias M. Kohlenberg ,  Brian D. Johnson

IPC分类号： G05B13/02 ,  G05B23/02 ,  H04W4/80

摘要： Technologies for managing sensor malfunctions in a compute system include detecting a malfunctioning sensor of the compute system and determining a sensor function performed by the malfunctioning sensor. In response to detection of the malfunctioning sensor, a different sensor of the compute system is selected to perform the sensor function of the malfunctioning sensor. The selected sensor may be of a different sensor type relative to the sensor type of the malfunctioning sensor. The compute system subsequently performs the sensor function of the malfunctioning sensor using the selected sensor. To do so, the compute system may increase, modify, or adjust the manner in which the sensor data from the selected sensor is processed.

公开(公告)号：US20190304053A1

公开(公告)日：2019-10-03

申请号：US16446265

申请日：2019-06-19

申请人： Intel Corporation

发明人： Elmoustapha Ould-Ahmed-Vall ,  Sara S. Baghsorkhi ,  Anbang Yao ,  Kevin Nealis ,  Xiaoming Chen ,  Altug Koker ,  Abhishek R. Appu ,  John C. Weast ,  Mike B. Macpherson ,  Dukhwan Kim ,  Linda L. Hurd ,  Ben J. Ashbaugh ,  Barath Lakshmanan ,  Liwei Ma ,  Joydeep Ray ,  Ping T. Tang ,  Michael S. Strickland

IPC分类号： G06T1/20 ,  G06N20/00 ,  G06F7/483

摘要： Embodiments described herein provide a graphics processor that can perform a variety of mixed and multiple precision instructions and operations. One embodiment provides a streaming multiprocessor that can concurrently execute multiple thread groups, wherein the streaming multiprocessor includes a single instruction, multiple thread (SIMT) architecture and the streaming multiprocessor is to execute multiple threads for each of multiple instructions. The streaming multiprocessor can perform concurrent integer and floating-point operations and includes a mixed precision core to perform operations at multiple precisions.

公开(公告)号：US20190266351A1

公开(公告)日：2019-08-29

申请号：US16412845

申请日：2019-05-15

申请人： Intel Corporation

发明人： John C. Weast ,  Joshua Boelter

IPC分类号： G06F21/62 ,  G09G3/00 ,  G06F21/35 ,  G06F21/84 ,  G06F3/14

摘要： Technologies for displaying public and private images includes a display device and one or more user viewing devices. The display device is configured to display or generate a personalized image or video that is viewable by an authorized user viewing device and not viewable by unauthorized viewing devices. To facilitate the display of the personalized images, the display device and the user viewing device(s) may negotiate a display protocol to be used by the display device to display the personalized image in a private manner. In some embodiment, the display device may also display a public image or video that is viewable by unauthorized viewing devices and/or individuals without viewing devices.