Patents by Inventor Pramod Kumar

Pramod Kumar 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).

  • Patent number: 12099930
    Abstract: In described examples of a method for quantizing data for a convolutional neural network (CNN) is provided. A set of data is received and quantized the using a power-of-2 parametric activation (PACT2) function. The PACT2 function arranges the set of data as a histogram and discards a portion of the data corresponding to a tail of the histogram to form a remaining set of data. A clipping value is determined by expanding the remaining set of data to a nearest power of two value. The set of data is then quantized using the clipping value. With PACT2, a model can be quantized either using post training quantization or using quantization aware training. PACT2 helps a quantized model to achieve close accuracy compared to the corresponding floating-point model.
    Type: Grant
    Filed: December 10, 2020
    Date of Patent: September 24, 2024
    Assignee: TEXAS INSTRUMENTS INCORPORATED
    Inventors: Manu Mathew, Kumar Desappan, Soyeb Noormohammed Nagori, Debapriya Maji, Pramod Kumar Swami
  • Patent number: 12086064
    Abstract: An apparatus includes first CPU and second CPU cores, a L1 cache subsystem coupled to the first CPU core and comprising a L1 controller, and a L2 cache subsystem coupled to the L1 cache subsystem and to the second CPU core. The L2 cache subsystem includes a L2 memory and a L2 controller configured to operate in an aliased mode in response to a value in a memory map control register being asserted. In the aliased mode, the L2 controller receives a first request from the first CPU core directed to a virtual address in the L2 memory, receives a second request from the second CPU core directed to the virtual address in the L2 memory, directs the first request to a physical address A in the L2 memory, and directs the second request to a physical address B in the L2 memory.
    Type: Grant
    Filed: June 22, 2022
    Date of Patent: September 10, 2024
    Assignee: Texas Instruments Incorporated
    Inventors: Abhijeet Ashok Chachad, Timothy David Anderson, Pramod Kumar Swami, Naveen Bhoria, David Matthew Thompson, Neelima Muralidharan
  • Patent number: 12086469
    Abstract: Disclosed are various embodiments for improving the resiliency and performance for clustered memory. A computing device can mark a page of the memory as being reclaimed. The computing device can then set the page of the memory as read-only. Next, the computing device can submit a write request for the contents of the page to individual ones of a plurality of memory hosts. Subsequently, the computing device can receive individual confirmations of a successful write of the page from the individual ones of the plurality of memory hosts. Then, the computing device can mark the page as free in response to receipt of the individual confirmations of the successful write from the individual ones of the plurality of memory hosts.
    Type: Grant
    Filed: May 5, 2023
    Date of Patent: September 10, 2024
    Assignee: VMware LLC
    Inventors: Marcos K. Aguilera, Keerthi Kumar, Pramod Kumar, Pratap Subrahmanyam, Sairam Veeraswamy, Rajesh Venkatasubramanian
  • Publication number: 20240271375
    Abstract: Composite decks increase bridge strength and stiffness. Prestressed composite open web steel girder has added advantage of high strength cable support. Results of typical 125 m span bridges having heights of 9.0 m, 10.0 m and 12.5 m, and another 50.0 m span and 2.5 m height are given. Member stresses and bridge deflections during erection remained safe. Average steel off take for the 125 m bridge is 2.65 t/m and for the 50 m span bridge it is 1.77 t/m for limiting live load deflection of Span/800. Its reserve strength is 3.2 times service condition live load. The girders are panel wise workshop fabricated, assembled at site, jacked up or crane lifted to secure over bearings. Connection of the cross members, and onsite deck casting in parts with stage wise bottom chord prestressing is carried out. Short to long span bridges for single or multiple lanes in road, rail, metro rail, and coastal link projects are feasible.
    Type: Application
    Filed: August 25, 2023
    Publication date: August 15, 2024
    Inventor: Pramod Kumar Singh
  • Publication number: 20240253027
    Abstract: The present invention provides a novel, cost-effective and simple synthetic process for preparing a nano ZSM-5 catalyst which is further utilized in fluid catalytic cracking of feedstock oil containing organic compounds. The nano-ZSM-5 catalyst shows higher selectivity towards olefines and low selectivity towards LCO and bottoms.
    Type: Application
    Filed: March 30, 2023
    Publication date: August 1, 2024
    Inventors: Narasimharao KANNA, Suresh Kumar B, Hemant MISHRA, Pramod KUMAR
  • Publication number: 20240246058
    Abstract: The present disclosure relates to a 13X zeolite, a 13X zeolite adsorbent and a synthesis method thereof. Wherein, the synthesis method includes preparing a seed material by mixing sodium aluminate, sodium silicate, NaOH into water to get a seed mixture, stirring the seed mixture and aging. Then preparing the 13X zeolite by mixing sodium aluminate, sodium silicate, NaOH into water, followed by 0-5 wt. % addition of the seed material to obtain a gel mixture. Stirring the said gel mixture for 1 hour and crystallization of the gel mixture, then a filtration step and a washing step is performed to obtain a 13X zeolite cake. Further, the 13X zeolite cake is dried at 120° C. for 24 hours, then crushed and grinded to obtain a 13X zeolite powder. The 13X zeolite adsorbent is prepared by binding the 13X zeolite powder with a binder.
    Type: Application
    Filed: October 17, 2022
    Publication date: July 25, 2024
    Inventors: Hemant MISHRA, Sanju KUMARI, Pramod KUMAR, Prashant MISHRA
  • Patent number: 12034613
    Abstract: Technologies are provided for automatically routing service requests (e.g., trouble tickets). More particularly, embodiments of the present invention provide a real-time routing system that helps reduce the wait time on the assignment of client logged support requests. To do so, a batch job may run regularly (e.g., every 5 minutes) to identify newly logged tickets by querying a ticket database corresponding to a ticket system. The smart routing systems utilizes an iterative process to identify the most appropriate associate on the most appropriate support team for assigning the ticket. Once the appropriate associate has been identified, the client as well as the associate may be notified regarding the ticket assignment.
    Type: Grant
    Filed: February 18, 2021
    Date of Patent: July 9, 2024
    Assignee: CERNER INNOVATION, INC.
    Inventors: Shishir Gupta, Guru Shankar, Pramod Kumar Deshpande
  • Publication number: 20240209757
    Abstract: A system for generating mechanical power using super critical carbon dioxide (sCO2) is disclosed. The system includes at least one expansion cylinder (5) housing a first piston (5a) and at least one compression cylinder (6) housing a second piston (6a). A first heat exchanger (C) is fluidically connected to the compression cylinder (6) and the expansion cylinder (5), and a second heat exchanger (H) is fluidically connected to the compression cylinder (6) and the expansion cylinder (5). The first heat exchanger (C) cools the CO2 received from the expansion cylinder (5), and the compression cylinder (6) pressurizes the CO2 cooled by the first heat exchanger (C). The second heat exchanger (H) heats the CO2 from the compression cylinder (6) and supplies to the expansion cylinder (5). The high temperature and high-pressure CO2 drives the first piston (5a) housed inside the expansion cylinder (5) to generate mechanical energy.
    Type: Application
    Filed: April 5, 2022
    Publication date: June 27, 2024
    Inventors: Pramod Kumar, Siddhant Karmarkar
  • Publication number: 20240188982
    Abstract: A valvuloplasty balloon catheter (100) is disclosed. The valvuloplasty balloon catheter (100) comprises of an inflatable member (40) having anchor shaped ends and a tubular member (50). The tubular member (50) comprises of a proximal section (50a), a distal section (50b) and a middle section (50c). The middle section (50c) includes a proximal middle portion (50c1), a distal middle portion (50c2) and an intermediate portion (50c3). The proximal middle portion (50c1) and the distal middle portion (50c2) includes a plurality of closed cells (54). At least one of the proximal section (50a) or the distal section (50b) includes a plurality of first struts (52) being anchor shaped. The plurality of closed cells (54) includes one or more zig-zag elements being placed over tapered end of the inflatable member (40) thereby allowing uniform and smooth expansion of the tubular member (50). The intermediate portion 50c3 includes a plurality of s-shaped links.
    Type: Application
    Filed: April 12, 2022
    Publication date: June 13, 2024
    Applicant: MERIL LIFE SCIENCES PVT LTD.
    Inventors: PRAMOD KUMAR MINOCHA, DEVESHKUMAR MAHENDRALAL KOTHWALA, ARPIT PRADIPKUMAR DAVE
  • Publication number: 20240191948
    Abstract: The present disclosure discloses a method (200) of manufacturing an energy exchanging device (100). The method includes defining a plurality of through slots (14, 17) in a plurality of plates (2) by a through cut machining process, in which, each of the plurality of through slots define a flow channel. The method further includes stacking the plurality of plates (2) with at least one blanking member (24) positioned therebetween. Such stacking of the plurality of plates (2) forms a plurality of fluid flow paths about the plurality of through slots. The method further includes bonding the at least one blanking member with the plurality of plates, to form an energy exchanging core (1). The method further includes defining at least two inlet ports (45a, 45b) and at least two outlet ports (46a, 46b) in the core, for flow of fluid along the plurality of fluid flow paths within the core.
    Type: Application
    Filed: March 9, 2022
    Publication date: June 13, 2024
    Inventors: Pramod KUMAR, Vijay BIRADAR, Vivek PANDEY
  • Publication number: 20240176798
    Abstract: The present disclosure relates to selectively analyzing digital content items from a social networking system to generate a searchable graph object that facilitates visualization of correlations between entities of interest (e.g., brands, products, services, companies), concepts (e.g., domain-specific and/or general terms), hashtags, and other output classes. For example, systems described herein involve collecting images and/or videos that are publicly available via a social networking platform and evaluating content and metadata thereof to identify entities of interest therein and predict various concepts therein to generate a graph object that provides a searchable matrix. The systems herein provide a mechanism for processing a graph query that presents a relational graph showing correlations between the query and the various output classes.
    Type: Application
    Filed: February 6, 2024
    Publication date: May 30, 2024
    Inventors: Paul Pangilinan DEL VILLAR, Mohamed Abdelrhman Mostafa Ali ELFEKI, Pramod Kumar SHARMA, Nilgoon ZAREI
  • Patent number: 11995472
    Abstract: Techniques for executing machine learning (ML) models including receiving an indication to run an ML model on a processing core; receiving a static memory allocation for running the ML model on the processing core; determining that a layer of the ML model uses more memory than the static memory allocated; transmitting, to a shared memory, a memory request for blocks of the shared memory; receiving an allocation of the requested blocks; running the layer of the ML model using the static memory and the range of memory addresses; and outputting results of running the layer of the ML model.
    Type: Grant
    Filed: July 19, 2021
    Date of Patent: May 28, 2024
    Assignee: Texas Instruments Incorporated
    Inventors: Mihir Narendra Mody, Kedar Satish Chitnis, Kumar Desappan, David Smith, Pramod Kumar Swami, Shyam Jagannathan
  • Publication number: 20240153105
    Abstract: A method for sparse optical flow based tracking in a computer vision system is provided that includes detecting feature points in a frame captured by a monocular camera in the computer vision system to generate a plurality of detected feature points, generating a binary image indicating locations of the detected feature points with a bit value of one, wherein all other locations in the binary image have a bit value of zero, generating another binary image indicating neighborhoods of currently tracked points, wherein locations of the neighborhoods in the binary image have a bit value of zero and all other locations in the binary image have a bit value of one, and performing a binary AND of the two binary images to generate another binary image, wherein locations in the binary image having a bit value of one indicate new feature points detected in the frame.
    Type: Application
    Filed: January 17, 2024
    Publication date: May 9, 2024
    Inventors: Deepak Kumar PODDAR, Anshu JAIN, Desappan KUMAR, Pramod Kumar SWAMI
  • Publication number: 20240141717
    Abstract: A configurable door system includes a first and second door panel, an astragal, and a frame. The frame defines a first axis and is configured to pivotally support the door panels in a first configuration of the door system and in a second configuration of the door system. The first door panel is disposed to one side of the second door panel along the first axis within the frame in both the first and second configurations. The door system, in the first configuration, includes the astragal fixed to the first door panel and releasably attaches the first door panel to the frame, and the second door panel is releasably secured to the astragal. The door system, in the second configuration, includes the astragal fixed to the second door panel and releasably attaches the second door panel to the frame, and the first door panel is releasably secured to the astragal.
    Type: Application
    Filed: October 27, 2022
    Publication date: May 2, 2024
    Applicant: JELD-WEN, Inc.
    Inventors: Andres Ortega, Pramod Kumar, Garrick Beat, Jacob Chan
  • Publication number: 20240087683
    Abstract: A machine learning model trained with a triplet loss function classifies input strings into one of multiple hierarchical categories. The machine learning model is pre-trained using masking language modeling on a corpus of unlabeled strings. The machine learning module includes an attention-based bi-directional transformer layer. Following initial training, the machine learning model is refined by additional training with a loss function that includes cross-entropy loss and triplet loss. This provides a deep learning solution to classify input strings into one or more hierarchical categories. Embeddings generated from inputs to the machine learning model capture language similarities that can be visualized in a cartesian plane where strings with similar meanings are grouped together.
    Type: Application
    Filed: September 14, 2022
    Publication date: March 14, 2024
    Inventors: Pramod Kumar SHARMA, Andy Daniel MARTINEZ, Liang DU, Robin ABRAHAM, Saurabh Chandrakant THAKUR
  • Publication number: 20240078284
    Abstract: A hardware accelerator is configured to perform matrix multiplication and/or additional operations to optimize keypoint matching. A sum of squared error (SSE) calculation may be determined by utilizing the hardware accelerator to perform matrix multiplication to obtain a cost matrix for two sets of keypoint descriptors from two images. The hardware accelerator may determine a best cost calculation for each keypoint in each direction, which is utilized to perform keypoint matching.
    Type: Application
    Filed: November 1, 2023
    Publication date: March 7, 2024
    Inventors: Deepak Kumar PODDAR, Soyeb NAGORI, Hrushikesh Tukaram GARUD, Pramod Kumar SWAMI
  • Publication number: 20240069532
    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for system contextualization. For example, a method can include obtaining information pertaining to (i) parts of a manufacturing plant and (ii) steps of a process executing on the manufacturing plant; generating one or more virtual representations associated with each of the parts and the steps of the process; receiving a query from a user, the query being in conformation with a format of a hierarchical template model; and generating a response to the query based on the one or more virtual representations of the manufacturing plant.
    Type: Application
    Filed: August 30, 2022
    Publication date: February 29, 2024
    Inventors: Neeraj Benjwal, Pramod Kumar Shrivastava, Roopa Shivani Dhananjaya, Samiksha Hariharan, Trilok Rangan
  • Patent number: 11915431
    Abstract: A method for sparse optical flow based tracking in a computer vision system is provided that includes detecting feature points in a frame captured by a monocular camera in the computer vision system to generate a plurality of detected feature points, generating a binary image indicating locations of the detected feature points with a bit value of one, wherein all other locations in the binary image have a bit value of zero, generating another binary image indicating neighborhoods of currently tracked points, wherein locations of the neighborhoods in the binary image have a bit value of zero and all other locations in the binary image have a bit value of one, and performing a binary AND of the two binary images to generate another binary image, wherein locations in the binary image having a bit value of one indicate new feature points detected in the frame.
    Type: Grant
    Filed: August 6, 2019
    Date of Patent: February 27, 2024
    Assignee: Texas Instruments Incorporated
    Inventors: Deepak Kumar Poddar, Anshu Jain, Desappan Kumar, Pramod Kumar Swami
  • Patent number: 11914469
    Abstract: Disclosed are various embodiments for improving the resiliency and performance of clustered memory. A computing device can generate at least one parity page from at least a first local page and a second local page. The computing device can then submit a first write request for the first local page to a first one of a plurality of memory hosts. The computing device can also submit a second write request for the second local page to a second one of the plurality of memory hosts. Additionally, the computing device can submit a third write request for the parity page to a third one of the plurality of memory hosts.
    Type: Grant
    Filed: September 22, 2021
    Date of Patent: February 27, 2024
    Assignee: VMware, Inc.
    Inventors: Marcos K. Aguilera, Keerthi Kumar, Pramod Kumar, Pratap Subrahmanyam, Sairam Veeraswamy, Rajesh Venkatasubramanian
  • Patent number: 11915117
    Abstract: A method for convolution in a convolutional neural network (CNN) is provided that includes accessing a coefficient value of a filter corresponding to an input feature map of a convolution layer of the CNN, and performing a block multiply accumulation operation on a block of data elements of the input feature map, the block of data elements corresponding to the coefficient value, wherein, for each data element of the block of data elements, a value of the data element is multiplied by the coefficient value and a result of the multiply is added to a corresponding data element in a corresponding output block of data elements comprised in an output feature map.
    Type: Grant
    Filed: May 24, 2021
    Date of Patent: February 27, 2024
    Assignee: Texas Instruments Incorporated
    Inventors: Manu Mathew, Kumar Desappan, Pramod Kumar Swami