Patents by Inventor Abhishek R. Appu

Abhishek R. Appu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • INSTRUCTIONS AND LOGIC TO PERFORM FLOATING POINT AND INTEGER OPERATIONS FOR MACHINE LEARNING
    Publication number: 20210124579
    Abstract: One embodiment provides for a graphics processing unit to accelerate machine-learning operations, the graphics processing unit comprising a multiprocessor having a single instruction, multiple thread (SIMT) architecture, the multiprocessor to execute at least one single instruction; and a first compute unit included within the multiprocessor, the at least one single instruction to cause the first compute unit to perform a two-dimensional matrix multiply and accumulate operation, wherein to perform the two-dimensional matrix multiply and accumulate operation includes to compute a 32-bit intermediate product of 16-bit operands and to compute a 32-bit sum based on the 32-bit intermediate product.
    Type: Application
    Filed: December 9, 2020
    Publication date: April 29, 2021
    Applicant: Intel Corporation
    Inventors: Himanshu Kaul, Mark A. Anders, Sanu K. Mathew, Anbang Yao, Joydeep Ray, Ping T. Tang, Michael S. Strickland, Xiaoming Chen, Tatiana Shpeisman, Abhishek R. Appu, Altug Koker, Kamal Sinha, Balaji Vembu, Nicolas C. Galoppo Von Borries, Eriko Nurvitadhi, Rajkishore Barik, Tsung-Han Lin, Vasanth Ranganathan, Sanjeev Jahagirdar
  • Control flow mechanism for execution of graphics processor instructions using active channel packing
    Patent number: 10990409
    Abstract: An apparatus to facilitate control flow in a graphics processing system is disclosed. The apparatus includes logic a plurality of execution units to execute single instruction, multiple data (SIMD) and flow control logic to detect a diverging control flow in a plurality of SIMD channels and reduce the execution of the control flow to a subset of the SIMD channels.
    Type: Grant
    Filed: April 21, 2017
    Date of Patent: April 27, 2021
    Assignee: INTEL CORPORATION
    Inventors: Subramaniam M. Maiyuran, Guei-Yuan Lueh, Supratim Pal, Gang Chen, Ananda V. Kommaraju, Joy Chandra, Altug Koker, Prasoonkumar Surti, David Puffer, Hong Bin Liao, Joydeep Ray, Abhishek R. Appu, Ankur N. Shah, Travis T. Schluessler, Jonathan Kennedy, Devan Burke
  • Display engine surface blending and adaptive texel to pixel ratio sample rate system, apparatus and method
    Patent number: 10991075
    Abstract: Systems, apparatuses and methods may provide away to blend two or more of the scene surfaces based on the focus area and an offload threshold. More particularly, systems, apparatuses and methods may provide a way to blend, by a display engine, two or more of the focus area scene surfaces and blended non-focus area scene surfaces. The systems, apparatuses and methods may include a graphics engine to render the focus area surfaces at a higher sample rate than the non-focus area scene surfaces.
    Type: Grant
    Filed: September 7, 2018
    Date of Patent: April 27, 2021
    Assignee: Intel Corporation
    Inventors: Joydeep Ray, Travis T. Schluessler, John H. Feit, Nikos Kaburlasos, Jacek Kwiatkowski, Abhishek R. Appu, Balaji Vembu, Prasoonkumar Surti
  • INTERLEAVED MULTISAMPLE RENDER TARGETS FOR LOSSLESS COMPRESSION
    Publication number: 20210118187
    Abstract: An apparatus is provided that comprises circuitry to store color data generated by a hardware graphics rendering pipeline of a graphics processing unit to a memory configured to store multiple sample locations per pixel. The circuitry is configured to determine a set of color values associated with multiple sample locations of a pixel within a scene, generate a compressed subset of the set of color values including distinct color values for the pixel, interleave the compressed subset of the set of color values for the pixel into a memory plane, apply lossless compression to the set of color values within the memory plane, and store the memory plane to a memory configured to store multiple sample locations per pixel.
    Type: Application
    Filed: October 16, 2020
    Publication date: April 22, 2021
    Applicant: Intel Corporation
    Inventors: Prasoonkumar Surti, Abhishek R. Appu
  • Memory compression hashing mechanism
    Patent number: 10983906
    Abstract: An apparatus to facilitate memory data compression is disclosed. The apparatus includes a memory and having a plurality of banks to store main data and metadata associated with the main data and a memory management unit (MMU) coupled to the plurality of banks to perform a hash function to compute indices into virtual address locations in memory for the main data and the metadata and adjust the metadata virtual address locations to store each adjusted metadata virtual address location in a bank storing the associated main data.
    Type: Grant
    Filed: March 18, 2019
    Date of Patent: April 20, 2021
    Assignee: Intel Corporation
    Inventors: Abhishek R. Appu, Altug Koker, Joydeep Ray, Niranjan Cooray, Prasoonkumar Surti, Sudhakar Kamma, Vasanth Ranganathan
  • Sensory enhanced augmented reality and virtual reality device
    Patent number: 10983594
    Abstract: Systems, apparatuses and methods may provide away to enhance an augmented reality (AR) and/or virtual reality (VR) user experience with environmental information captured from sensors located in one or more physical environments. More particularly, systems, apparatuses and methods may provide a way to track, by an eye tracker sensor, a gaze of a user, and capture, by the sensors, environmental information. The systems, apparatuses and methods may render feedback, by one or more feedback devices or display device, for a portion of the environment information based on the gaze of the user.
    Type: Grant
    Filed: July 18, 2019
    Date of Patent: April 20, 2021
    Assignee: Intel Corporation
    Inventors: Altug Koker, Michael Apodaca, Kai Xiao, Chandrasekaran Sakthivel, Jeffery S. Boles, Adam T. Lake, James M. Holland, Pattabhiraman K, Sayan Lahiri, Radhakrishnan Venkataraman, Kamal Sinha, Ankur N. Shah, Deepak S. Vembar, Abhishek R. Appu, Joydeep Ray, Elmoustapha Ould-Ahmed-Vall
  • SHUTTING DOWN GPU COMPONENTS IN RESPONSE TO UNCHANGED SCENE DETECTION
    Publication number: 20210109589
    Abstract: Methods and apparatus relating to techniques for shutting down one or more GPU (Graphics Processing Unit) components in response to unchanged scene detection are described. In one embodiment, one or more components of a processor enter a low power consumption state in response to a determination that a scene to be displayed is static. The static scene is displayed on a display device (e.g., based on information to be retrieved from memory) for as long as no change to the static scene is detected. Other embodiments are also disclosed and claimed.
    Type: Application
    Filed: August 30, 2020
    Publication date: April 15, 2021
    Applicant: Intel Corporation
    Inventors: Prasoonkumar Surti, Wenyin Fu, Nikos Kaburlasos, Bhushan M. Borole, Joydeep Ray, Elmoustapha Ould-Ahmed-Vall, Deepak S. Vembar, Abhishek R. Appu, Ankur N. Shah
  • Dynamic brightness and resolution control in virtual environments
    Patent number: 10970538
    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.
    Type: Grant
    Filed: November 6, 2018
    Date of Patent: April 6, 2021
    Assignee: Intel Corporation
    Inventors: 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, Eimoustapha Ould-Ahmed-Vall, Peter L. Doyle, Devan Burke
  • ANTI-ALIASING ADAPTIVE SHADER WITH PIXEL TILE COVERAGE RASTER RULE SYSTEM, APPARATUS AND METHOD
    Publication number: 20210097756
    Abstract: Systems, apparatuses and methods may provide away to render edges of an object defined by multiple tessellation triangles. More particularly, systems, apparatuses and methods may provide a way to perform anti-aliasing at the edges of the object based on a coarse pixel rate, where the coarse pixels may be based on a coarse Z value indicate a resolution or granularity of detail of the coarse pixel. The systems, apparatuses and methods may use a shader dispatch engine to dispatch raster rules to a pixel shader to direct the pixel shader to include, in a tile and/or tessellation triangle, one more finer coarse pixels based on a percent of coverage provided by a finer coarse pixel of a tessellation triangle at or along the edge of the object.
    Type: Application
    Filed: September 11, 2020
    Publication date: April 1, 2021
    Inventors: Prasoonkumar Surti, Karthik Vaidyanathan, Murali Ramadoss, Michael Apodaca, Abhishek Venkatesh, Joydeep Ray, Abhishek R. Appu
  • Adaptive compute size per workload
    Patent number: 10963986
    Abstract: Methods and apparatus relating to techniques for power management. In an example, an apparatus comprises logic, at least partially comprising hardware logic, to receive one or more frames for a workload, determine one or more compute resource parameters for the workload, and store the one or more compute resource parameters for the workload in a memory in association with workload context data for the workload. Other embodiments are also disclosed and claimed.
    Type: Grant
    Filed: December 26, 2019
    Date of Patent: March 30, 2021
    Assignee: INTEL CORPORATION
    Inventors: Balaji Vembu, Josh B. Mastronarde, Altug Koker, Nikos Kaburlasos, Abhishek R. Appu, Joydeep Ray
  • Power consumption management for communication bus
    Patent number: 10955896
    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 data for a current write operation to a memory, determine a number of bits in the received data for the current write operation to the memory which have changed from a previous write operation to the memory and in response to a determination that the number of bits in the received data for the current write operation to the memory which have changed from a previous write operation to the memory exceeds a threshold, to toggle a plurality of bits in the data for the current write operation to create an encoded data set and set an indicator bit to a value which indicates that the plurality of bits have been toggled. Other embodiments are also disclosed and claimed.
    Type: Grant
    Filed: February 5, 2020
    Date of Patent: March 23, 2021
    Assignee: INTEL CORPORATION
    Inventors: Abhishek R. Appu, Altug Koker, Eric J. Hoekstra, Kiran C. Veernapu, Prasoonkumar Surti, Vasanth Ranganathan, Kamal Sinha, Balaji Vembu, Eric J. Asperheim, Sanjeev S. Jahagirdar, Joydeep Ray
  • Dynamic allocation of cache based on instantaneous bandwidth consumption at computing devices
    Patent number: 10957008
    Abstract: A mechanism is described for facilitating dynamic cache allocation in computing devices in computing devices. A method of embodiments, as described herein, includes facilitating monitoring one or more bandwidth consumptions of one or more clients accessing a cache associated with a processor; computing one or more bandwidth requirements of the one or more clients based on the one or more bandwidth consumptions; and allocating one or more portions of the cache to the one or more clients in accordance with the one or more bandwidth requirements.
    Type: Grant
    Filed: August 5, 2019
    Date of Patent: March 23, 2021
    Assignee: INTEL CORPORATION
    Inventors: Kiran C. Veernapu, Mohammed Tameem, Altug Koker, Abhishek R. Appu
  • High bandwidth connection between processor dies
    Patent number: 10956223
    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.
    Type: Grant
    Filed: June 18, 2020
    Date of Patent: March 23, 2021
    Assignee: INTEL CORPORATION
    Inventors: Altug Koker, Abhishek R. Appu, Kiran C. Veernapu, Joydeep Ray, Balaji Vembu
  • Extend GPU/CPU coherency to multi-GPU cores
    Patent number: 10956330
    Abstract: 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.
    Type: Grant
    Filed: December 26, 2019
    Date of Patent: March 23, 2021
    Assignee: INTEL CORPORATION
    Inventors: 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
  • Coarse grain coherency
    Patent number: 10949945
    Abstract: One embodiment provides for a general-purpose graphics processing device comprising a general-purpose graphics processing compute block to process a workload including graphics or compute operations, a first cache memory, and a coherency module enable the first cache memory to coherently cache data for the workload, the data stored in memory within a virtual address space, wherein the virtual address space shared with a separate general-purpose processor including a second cache memory that is coherent with the first cache memory.
    Type: Grant
    Filed: May 11, 2020
    Date of Patent: March 16, 2021
    Assignee: Intel Corporation
    Inventors: Joydeep Ray, Altug Koker, James A. Valerio, David Puffer, Abhishek R. Appu, Stephen Junkins
  • Transitionary pre-emption for virtual reality related contexts
    Patent number: 10942740
    Abstract: Systems, apparatuses and methods may provide for technology that activates a first context on a graphics processor and detects a context switch condition with respect to the first context. Additionally, a second context may be activated, in response to the context switch condition, on the graphics processor while the first context is active on the graphics processor. In one example, activating the second context includes adding a group identifier to a plurality of threads corresponding to the second context and launching the plurality of threads with the group identifier on the graphics processor.
    Type: Grant
    Filed: February 19, 2020
    Date of Patent: March 9, 2021
    Assignee: Intel Corporation
    Inventors: Altug Koker, Michael Apodaca, Kai Xiao, Chandrasekaran Sakthivel, Jeffery S. Boles, Adam T. Lake, Abhishek R. Appu
  • Predictive viewport renderer and foveated color compressor
    Patent number: 10943379
    Abstract: An embodiment of a graphics apparatus may include a focus identifier to identify a focus area, and a color compressor to selectively compress color data based on the identified focus area. Another embodiment of a graphics apparatus may include a motion detector to detect motion of a real object, a motion predictor to predict a motion of the real object, and an object placer to place a virtual object relative to the real object based on the predicted motion of the real object. Another embodiment of a graphics apparatus may include a frame divider to divide a frame into viewports, a viewport prioritizer to prioritize the viewports, a renderer to render a viewport of the frame in order in accordance with the viewport priorities, and a viewport transmitter to transmit a completed rendered viewport. Other embodiments are disclosed and claimed.
    Type: Grant
    Filed: August 7, 2019
    Date of Patent: March 9, 2021
    Assignee: Intel Corporation
    Inventors: Deepak S. Vembar, Atsuo Kuwahara, Chandrasekaran Sakthivel, Radhakrishnan Venkataraman, Brent E. Insko, Anupreet S. Kalra, Hugues Labbe, Abhishek R. Appu, Ankur N. Shah, Joydeep Ray, ElMoustapha Ould-Ahmed-Vall, James M. Holland
  • System, Apparatus And Method For Segmenting A Memory Array
    Publication number: 20210065779
    Abstract: In one embodiment, a graphics processor includes a register file having a plurality of storage segments to store information and output a plurality of segment outputs via a plurality of segmented bitlines to a static logic circuit to receive the plurality of segment outputs from the plurality of storage segments and to output read data based on the plurality of segment outputs. The register file may output the read data with a same amount of power without regard to a logic state of the read data. Other embodiments are described and claimed.
    Type: Application
    Filed: September 11, 2020
    Publication date: March 4, 2021
    Inventors: Bhushan M. Borole, Iqbal R. Rajwani, Anupama A. Thaploo, Sunil Nekkanti, Altug Koker, Abhishek R. Appu
  • EFFICIENT MERGING OF ATOMIC OPERATIONS AT COMPUTING DEVICES
    Publication number: 20210065329
    Abstract: A mechanism is described for facilitating dynamic merging of atomic operations in computing devices. A method of embodiments, as described herein, includes facilitating detecting atomic messages and a plurality of slot addresses. The method further includes comparing one or more slot addresses of the plurality of slot addresses with other slot addresses of the plurality of slot addresses to seek one or more matched slot addresses, where the one or more matched slot addresses are merged into one or more merged groups. The method may further include generating one or more merged atomic operations based on and corresponding to the one or more merged groups.
    Type: Application
    Filed: September 29, 2020
    Publication date: March 4, 2021
    Applicant: Intel Corporation
    Inventors: Joydeep Ray, Altug Koker, Abhishek R. Appu, Balaji Vembu
  • Power management of memory chips based on working set size
    Patent number: 10936214
    Abstract: Briefly, in accordance with one or more embodiments, an apparatus comprises a memory comprising one or more physical memory chips, and a processor to implement a working set monitor to monitor a working set resident in the one or more physical memory chips. The working set monitor is to adjust a number of the physical memory chips that are powered on based on a size of the working set.
    Type: Grant
    Filed: June 14, 2019
    Date of Patent: March 2, 2021
    Assignee: Intel Corporation
    Inventors: Travis T. Schluessler, Prasoonkumar Surti, Aravindh V. Anantaraman, Abhishek R. Appu, Joydeep Ray, Altug Koker, Balaji Vembu