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公开(公告)号:US20230051227A1
公开(公告)日:2023-02-16
申请号:US17978426
申请日:2022-11-01
Applicant: Intel Corporation
Inventor: Michal Mrozek , Bartosz Dunajski , Ben Ashbaugh , Brandon Fliflet
Abstract: An apparatus to facilitate processing in a multi-tile device is disclosed. In one embodiment, the apparatus includes a graphics processor comprising a first semiconductor die including a first high-bandwidth memory (HBM) device, a second semiconductor die including a second HBM device, and a third semiconductor die coupled with the first semiconductor die and the second semiconductor die in a 2.5-dimensional (2.5D) arrangement. The third semiconductor die includes a graphics processing resource and a cache coupled with the graphics processing resource. The cache is configurable to cache data associated with memory accessed by the graphics processing resource and the graphics processing resource includes a general-purpose graphics processor core and a tensor core.
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公开(公告)号:US20230051190A1
公开(公告)日:2023-02-16
申请号:US17865666
申请日:2022-07-15
Applicant: Intel Corporation
Inventor: Vikranth Vemulapalli , Lakshminarayanan Striramassarma , Mike MacPherson , Aravindh Anantaraman , Ben Ashbaugh , Murali Ramadoss , William B. Sadler , Jonathan Pearce , Scott Janus , Brent Insko , Vasanth Ranganathan , Kamal Sinha , Arthur Hunter, JR. , Prasoonkumar Surti , Nicolas Galoppo von Borries , Joydeep Ray , Abhishek R. Appu , ElMoustapha Ould-Ahmed-Vall , Altug Koker , Sungye Kim , Subramaniam Maiyuran , Valentin Andrei
IPC: G06F12/0862 , G06T1/20 , G06T1/60
Abstract: Embodiments are generally directed to data prefetching for graphics data processing. An embodiment of an apparatus includes one or more processors including one or more graphics processing units (GPUs); and a plurality of caches to provide storage for the one or more GPUs, the plurality of caches including at least an L1 cache and an L3 cache, wherein the apparatus to provide intelligent prefetching of data by a prefetcher of a first GPU of the one or more GPUs including measuring a hit rate for the L1 cache; upon determining that the hit rate for the L1 cache is equal to or greater than a threshold value, limiting a prefetch of data to storage in the L3 cache, and upon determining that the hit rate for the L1 cache is less than a threshold value, allowing the prefetch of data to the L1 cache.
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公开(公告)号:US20220261347A1
公开(公告)日:2022-08-18
申请号:US17732308
申请日:2022-04-28
Applicant: Intel Corporation
Inventor: Altug Koker , Joydeep Ray , Ben Ashbaugh , Jonathan Pearce , Abhishek Appu , Vasanth Ranganathan , Lakshminarayanan Striramassarma , Elmoustapha Ould-Ahmed-Vall , Aravindh Anantaraman , Valentin Andrei , Nicolas Galoppo Von Borries , Varghese George , Yoav Harel , Arthur Hunter,, JR. , Brent Insko , Scott Janus , Pattabhiraman K , Mike Macpherson , Subramaniam Maiyuran , Marian Alin Petre , Murali Ramadoss , Shailesh Shah , Kamal Sinha , Prasoonkumar Surti , Vikranth Vemulapalli
IPC: G06F12/0802 , G06F9/30
Abstract: Systems and methods for improving cache efficiency and utilization are disclosed. In one embodiment, a graphics processor includes processing resources to perform graphics operations and a cache controller of a cache coupled to the processing resources. The cache controller is configured to control cache priority by determining whether default settings or an instruction will control cache operations for the cache.
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公开(公告)号:US11409693B2
公开(公告)日:2022-08-09
申请号:US17321885
申请日:2021-05-17
Applicant: Intel Corporation
Inventor: Joydeep Ray , Aravindh Anantaraman , Abhishek R. Appu , Altug Koker , Elmoustapha Ould-Ahmed-Vall , Valentin Andrei , Subramaniam Maiyuran , Nicolas Galoppo Von Borries , Varghese George , Mike MacPherson , Ben Ashbaugh , Murali Ramadoss , Vikranth Vemulapalli , William Sadler , Jonathan Pearce , Sungye Kim
Abstract: Methods and apparatus relating to scalar core integration in a graphics processor. In an example, an apparatus comprises a processor to receive a set of workload instructions for a graphics workload from a host complex, determine a first subset of operations in the set of operations that is suitable for execution by a scalar processor complex of the graphics processing device and a second subset of operations in the set of operations that is suitable for execution by a vector processor complex of the graphics processing device, assign the first subset of operations to the scalar processor complex for execution to generate a first set of outputs, assign the second subset of operations to the vector processor complex for execution to generate a second set of outputs. Other embodiments are also disclosed and claimed.
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公开(公告)号:US20220179787A1
公开(公告)日:2022-06-09
申请号:US17428530
申请日:2020-03-14
Applicant: Intel Corporation
Inventor: Altug Koker , Joydeep Ray , Ben Ashbaugh , Jonathan Pearce , Abhishek Appu , Vasanth Ranganathan , Lakshminarayanan Striramassarma , Elmoustapha Ould-Ahmed-Vall , Aravindh Anantaraman , Valentin Andrei , Nicolas Galoppo Von Borries , Varghese George , Yoav Harel , Arthur Hunter, Jr. , Brent Insko , Scott Janus , Pattabhiraman K , Mike Macpherson , Subramaniam Maiyuran , Marian Alin Petre , Murali Ramadoss , Shailesh Shah , Kamal Sinha , Prasoonkumar Surti , Vikranth Vemulapalli
IPC: G06F12/0802 , G06F9/30
Abstract: Systems and methods for improving cache efficiency and utilization are disclosed. In one embodiment, a graphics processor includes processing resources to perform graphics operations and a cache controller of a cache coupled to the processing resources. The cache controller is configured to control cache priority by determining whether default settings or an instruction will control cache operations for the cache.
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公开(公告)号:US20220107914A1
公开(公告)日:2022-04-07
申请号:US17429873
申请日:2020-03-14
Applicant: Intel Corporation
Inventor: Altug Koker , Ben Ashbaugh , Scott Janus , Aravindh Anantaraman , Abhishek R. Appu , Niranjan Cooray , Varghese George , Arthur Hunter , Brent E. Insko , Elmoustapha Ould-Ahmed-Vall , Selvakumar Panneer , Vasanth Ranganathan , Joydeep Ray , Kamal Sinha , Lakshminarayanan Striramassarma , Surti Prasoonkumar , Saurabh Tangri
IPC: G06F15/78
Abstract: Embodiments are generally directed to a multi-tile architecture for graphics operations. An embodiment of an apparatus includes a multi-tile architecture for graphics operations including a multi-tile graphics processor, the multi-tile processor includes one or more dies; multiple processor tiles installed on the one or more dies; and a structure to interconnect the processor tiles on the one or more dies, wherein the structure to enable communications between processor tiles the processor tiles.
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公开(公告)号:US20210241418A1
公开(公告)日:2021-08-05
申请号:US17234039
申请日:2021-04-19
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
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.
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公开(公告)号:US11016929B2
公开(公告)日:2021-05-25
申请号:US16354782
申请日:2019-03-15
Applicant: Intel Corporation
Inventor: Joydeep Ray , Aravindh Anantaraman , Abhishek R. Appu , Altug Koker , Elmoustapha Ould-Ahmed-Vall , Valentin Andrei , Subramaniam Maiyuran , Nicolas Galappo Von Borries , Varghese George , Mike Macpherson , Ben Ashbaugh , Murali Ramadoss , Vikranth Vemulapalli , William Sadler , Jonathan Pearce , Sungye Kim
Abstract: Methods and apparatus relating to scalar core integration in a graphics processor. In an example, an apparatus comprises a processor to receive a set of workload instructions for a graphics workload from a host complex, determine a first subset of operations in the set of operations that is suitable for execution by a scalar processor complex of the graphics processing device and a second subset of operations in the set of operations that is suitable for execution by a vector processor complex of the graphics processing device, assign the first subset of operations to the scalar processor complex for execution to generate a first set of outputs, assign the second subset of operations to the vector processor complex for execution to generate a second set of outputs. Other embodiments are also disclosed and claimed.
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公开(公告)号:US10802967B1
公开(公告)日:2020-10-13
申请号:US16457088
申请日:2019-06-28
Applicant: Intel Corporation
Inventor: Joydeep Ray , James Valerio , Ben Ashbaugh , Lakshminarayanan Striramassarma
IPC: G06F12/0815 , G06F12/0811 , G06F3/06 , G06F9/38 , G06F9/54
Abstract: Embodiments described herein provide a general purpose graphics processor comprising a plurality of tiles, each tile of the plurality of tiles comprising at least one execution unit, a local cache, and a cache control unit, and a high bandwidth memory communicatively coupled to the plurality of tiles, wherein the high bandwidth memory is shared between the plurality of tiles. The cache control unit is to implement a partial write management protocol to receive a partial write operation directed to a cache line in the local cache, the partial write operation comprising write data, write the data associated with the partial write operation to the local cache when the cache line is in a modified state, and forward the write data associated with the partial write operation to the high bandwidth memory when the partial write operation triggers a cache miss or when the cache line is in an exclusive state or a shared state. Other embodiments may be described and claimed.
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公开(公告)号:US20200219223A1
公开(公告)日:2020-07-09
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
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.
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