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1. 发明申请

WO2022173545A1 METHODS AND APPARATUS FOR TENSOR OBJECT SUPPORT IN MACHINE LEARNING WORKLOADS 审中-公开
公开(公告)号：WO2022173545A1
公开(公告)日：2022-08-18
申请号：PCT/US2022/012166
申请日：2022-01-12
申请人： QUALCOMM INCORPORATED
发明人： KAMENETSKAYA, Elina , LI, Liang , GRUBER, Andrew Evan , LEGER, Jeffrey , CALIDAS, Balaji , ZHANG, Ruihao
IPC分类号： G06T1/60 , G06T1/20 , G06N3/02 , G06N20/00
摘要： The present disclosure relates to methods and devices for graphics processing including an apparatus, e.g., a GPU. The apparatus may modify at least one texture memory object to support a data structure for one or more tensor objects. The apparatus may also determine one or more supported memory layouts for the one or more tensor objects based on the modified at least one texture memory object. Additionally, the apparatus may access data associated with the one or more tensor objects based on the one or more supported memory layouts, the data for each of the one or more tensor objects corresponding to at least one data instruction. The apparatus may also execute the at least one data instruction based on the accessed data associated with the one or more tensor objects.

2. 发明申请

WO2012158817A2 RENDERING MODE SELECTION IN GRAPHICS PROCESSING UNITS 审中-公开
标题翻译：图形处理单元中的渲染模式选择
公开(公告)号：WO2012158817A2
公开(公告)日：2012-11-22
申请号：PCT/US2012/038175
申请日：2012-05-16
申请人： QUALCOMM INCORPORATED , RIBBLE, Maurice , SHARP, Colin , LEGER, Jeffrey
发明人： RIBBLE, Maurice , SHARP, Colin , LEGER, Jeffrey
IPC分类号： G06T15/00
CPC分类号： G06T1/20 , G06T15/005
摘要： This disclosure describes techniques for automatically selecting a rendering mode for use by a graphics processing unit (GPU) to render graphics data for display. More specifically, the techniques include evaluating at least two metrics associated with rendering graphics data of one or more rendering units, and automatically selecting either an immediate rendering mode or a deferred rendering mode for a current rendering unit based on the evaluated metrics. The selected rendering mode may be the one of the rendering modes predicted to use less power and/or system bandwidth to render the graphics data of the current rendering unit. A rendering unit may comprise a set of frames, a frame, a portion of a frame, multiple render targets associated with a frame, a single render target associated with a frame, or a portion of a single render target.
摘要翻译：本公开描述了用于自动选择渲染模式以供图形处理单元（GPU）使用以呈现用于显示的图形数据的技术。更具体地说，这些技术包括评估与渲染一个或多个渲染单元的图形数据相关联的至少两个度量，并且基于评估的度量自动选择当前渲染单元的立即渲染模式或延迟渲染模式。所选择的渲染模式可以是被预测为使用较少功率和/或系统带宽来渲染当前渲染单元的图形数据的渲染模式之一。渲染单元可以包括一组帧，帧，帧的一部分，与帧相关联的多个渲染目标，与帧相关联的单个渲染目标或单个渲染目标的一部分。

3. 发明公开

EP4292040A1 METHODS AND APPARATUS FOR TENSOR OBJECT SUPPORT IN MACHINE LEARNING WORKLOADS 审中-实审
公开(公告)号：EP4292040A1
公开(公告)日：2023-12-20
申请号：EP22704032.6
申请日：2022-01-12
申请人： QUALCOMM INCORPORATED
发明人： KAMENETSKAYA, Elina , LI, Liang , GRUBER, Andrew Evan , LEGER, Jeffrey , CALIDAS, Balaji , ZHANG, Ruihao
IPC分类号： G06T1/60 , G06T1/20 , G06N3/02 , G06N20/00

4. 发明授权

EP2710559B1 RENDERING MODE SELECTION IN GRAPHICS PROCESSING UNITS 有权
公开(公告)号：EP2710559B1
公开(公告)日：2019-12-11
申请号：EP12723348.4
申请日：2012-05-16
申请人： Qualcomm Incorporated
发明人： RIBBLE, Maurice , SHARP, Colin , LEGER, Jeffrey
IPC分类号： G06T15/00

5. 发明公开

EP2710559A2 RENDERING MODE SELECTION IN GRAPHICS PROCESSING UNITS 有权
标题翻译：选择。作者图形处理单元演示模式
公开(公告)号：EP2710559A2
公开(公告)日：2014-03-26
申请号：EP12723348.4
申请日：2012-05-16
申请人： Qualcomm Incorporated
发明人： RIBBLE, Maurice , SHARP, Colin , LEGER, Jeffrey
IPC分类号： G06T15/00
CPC分类号： G06T1/20 , G06T15/005
摘要： This disclosure describes techniques for automatically selecting a rendering mode for use by a graphics processing unit (GPU) to render graphics data for display. More specifically, the techniques include evaluating at least two metrics associated with rendering graphics data of one or more rendering units, and automatically selecting either an immediate rendering mode or a deferred rendering mode for a current rendering unit based on the evaluated metrics. The selected rendering mode may be the one of the rendering modes predicted to use less power and/or system bandwidth to render the graphics data of the current rendering unit. A rendering unit may comprise a set of frames, a frame, a portion of a frame, multiple render targets associated with a frame, a single render target associated with a frame, or a portion of a single render target.

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