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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
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.
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公开(公告)号：US10467796B2
公开(公告)日：2019-11-05
申请号：US15489139
申请日：2017-04-17
Applicant: Intel Corporation
Inventor： Atsuo Kuwahara , Deepak S. Vembar , Chandrasekaran Sakthivel , Radhakrishnan Venkataraman , Brent E. Insko , Anupreet S. Kalra , Hugues Labbe , Abhishek R. Appu , Ankur N. Shah , Joydeep Ray , Elmoustapha Ould-Ahmed-Vall , Prasoonkumar Surti , Murali Ramadoss
Abstract: An embodiment of an electronic processing system may include an application processor, persistent storage media communicatively coupled to the application processor, and a graphics subsystem communicatively coupled to the application processor. The graphics subsystem may include a first graphics engine to process a graphics workload, and a second graphics engine to offload at least a portion of the graphics workload from the first graphics engine. The second graphics engine may include a low precision compute engine. The system may further include a wearable display housing the second graphics engine. Other embodiments are disclosed and claimed.
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公开(公告)号：US20190295211A1
公开(公告)日：2019-09-26
申请号：US16377315
申请日：2019-04-08
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
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.
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公开(公告)号：US20190205745A1
公开(公告)日：2019-07-04
申请号：US15859180
申请日：2017-12-29
Applicant: Intel Corporation
Inventor： Srinivas Sridharan , Karthikeyan Vaidyanathan , Dipankar Das , Chandrasekaran Sakthivel , Mikhail E. Smorkalov
CPC classification number: G06F9/5061 , G06F9/5077
Abstract: Embodiments described herein provide a system to configure distributed training of a neural network, the system comprising memory to store a library to facilitate data transmission during distributed training of the neural network; a network interface to enable transmission and receipt of configuration data associated with a set of worker nodes, the worker nodes configured to perform distributed training of the neural network; and a processor to execute instructions provided by the library, the instructions to cause the processor to create one or more groups of the worker nodes, the one or more groups of worker nodes to be created based on a communication pattern for messages to be transmitted between the worker nodes during distributed training of the neural network.
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公开(公告)号：US10242486B2
公开(公告)日：2019-03-26
申请号：US15488837
申请日：2017-04-17
Applicant: Intel Corporation
Inventor： Chandrasekaran Sakthivel , Michael Apodaca , Kai Xiao , Altug Koker , Jeffery S. Boles , Adam T. Lake , Nikos Kaburlasos , Joydeep Ray , John H. Feit , Travis T. Schluessler , Jacek Kwiatkowski , James M. Holland , Prasoonkumar Surti , Jonathan Kennedy , Louis Feng , Barnan Das , Narayan Biswal , Stanley J. Baran , Gokcen Cilingir , Nilesh V. Shah , Archie Sharma , Mayuresh M. Varerkar
Abstract: Systems, apparatuses and methods may provide away to render augmented reality and virtual reality (VR/AR) environment information. More particularly, systems, apparatuses and methods may provide a way to selectively suppress and enhance VR/AR renderings of n-dimensional environments. The systems, apparatuses and methods may deepen a user's VR/AR experience by focusing on particular feedback information, while suppressing other feedback information from the environment.
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Patent Agency Ranking
公开(公告)号：US10152632B2
公开(公告)日：2018-12-11
申请号：US15483841
申请日：2017-04-10
Applicant: Intel Corporation
Inventor： Radhakrishnan Venkataraman , James M. Holland , Sayan Lahiri , Pattabhiraman K , Kamal Sinha , Chandrasekaran Sakthivel , Daniel Pohl , Vivek Tiwari , Philip R. Laws , Subramaniam Maiyuran , Abhishek R. Appu , ElMoustapha Ould-Ahmed-Vall , Peter L. Doyle , Devan Burke
Abstract: Systems, apparatuses, and methods may provide for technology to dynamically control a display in response to ocular characteristic measurements of at least one eye of a user.
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公开(公告)号：US20180300934A1
公开(公告)日：2018-10-18
申请号：US15851931
申请日：2017-12-22
Applicant: Intel Corporation
Inventor： Atsuo Kuwahara , Deepak S. Vembar , Chandrasekaran Sakthivel , Radhakrishnan Venkataraman , Brent E. Insko , Anupreet S. Kalra , Hugues Labbe , Abhishek R. Appu , Ankur N. Shah , Joydeep Ray , Elmoustapha Ould-Ahmed-Vall , Prasoonkumar Surti , Murali Ramadoss
Abstract: An embodiment of an electronic processing system may include an application processor, persistent storage media communicatively coupled to the application processor, and a graphics subsystem communicatively coupled to the application processor. The graphics subsystem may include a first graphics engine to process a graphics workload, and a second graphics engine to offload at least a portion of the graphics workload from the first graphics engine. The second graphics engine may include a low precision compute engine. The system may further include a wearable display housing the second graphics engine. Other embodiments are disclosed and claimed.
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公开(公告)号：US20180299841A1
公开(公告)日：2018-10-18
申请号：US15489142
申请日：2017-04-17
Applicant: Intel Corporation
Inventor： Abhishek R. Appu , Altug Koker , Linda L. Hurd , Dukhwan Kim , Mike B. MacPherson , John C. Weast , Justin E. Gottschlich , Jingyi Jin , Barath Lakshmanan , Chandrasekaran Sakthivel , Michael S. Strickland , Joydeep Ray , Kamal Sinha , Prasoonkumar Surti , Balaji Vembu , Ping T. Tang , Anbang Yao , Tatiana Shpeisman , Xiaoming Chen , Vasanth Ranganathan , Sanjeev S. Jahagirdar
Abstract: Methods and apparatus relating to autonomous vehicle neural network optimization techniques are described. In an embodiment, the difference between a first training dataset to be used for a neural network and a second training dataset to be used for the neural network is detected. The second training dataset is authenticated in response to the detection of the difference. The neural network is used to assist in an autonomous vehicle/driving. Other embodiments are also disclosed and claimed.
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公开(公告)号：US20180293490A1
公开(公告)日：2018-10-11
申请号：US15482793
申请日：2017-04-09
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
CPC classification number: G06N3/0445 , G06F9/5038 , G06F2209/5021 , G06N3/0454 , G06N3/063 , G06N3/084
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.
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公开(公告)号：US20180293424A1
公开(公告)日：2018-10-11
申请号：US15483841
申请日：2017-04-10
Applicant: Intel Corporation
Inventor： Radhakrishnan Venkataraman , James M. Holland , Sayan Lahiri , Pattabhiraman K , Kamal Sinha , Chandrasekaran Sakthivel , Daniel Pohl , Vivek Tiwari , Philip R. Laws , Subramaniam Maiyuran , Abhishek R. Appu , ElMoustapha Ould-Ahmed-Vall , Peter L. Doyle , Devan Burke
CPC classification number: G06K9/0061 , G09G5/10 , G09G5/391
Abstract: Systems, apparatuses, and methods may provide for technology to dynamically control a display in response to ocular characteristic measurements of at least one eye of a user.
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