Parameter-efficient multi-task and transfer learning
Granted: December 17, 2024
Patent Number:
12169779
The present disclosure provides systems and methods that enable parameter-efficient transfer learning, multi-task learning, and/or other forms of model re-purposing such as model personalization or domain adaptation. In particular, as one example, a computing system can obtain a machine-learned model that has been previously trained on a first training dataset to perform a first task. The machine-learned model can include a first set of learnable parameters. The computing system can…
System and method for identifying places using contextual information
Granted: December 10, 2024
Patent Number:
12164584
The present disclosure provides a computing device and method for providing personal specific information based on semantic queries. The semantic queries may be input in a natural language form, and may include user specific context, such as by referring to prior or future events related to a place the user is searching for. With the user's authorization, data associated with prior or planned activities of the user may be accessed and information from the accessed data may be identified,…
Alpha channel post processing in image coding
Granted: December 10, 2024
Patent Number:
12167046
Alpha channel post processing in image coding can include decoding, from multiple color channels of a bitstream, color channel values for an encoded image, decoding, from an alpha channel of the bitstream, alpha channel values for the encoded image, determining a bilateral filter based on a level of compression for encoding the alpha channel, post processing the alpha channel values by filtering the alpha channel values using the bilateral filter to obtain filtered alpha channel values,…
Evaluating robot learning
Granted: December 10, 2024
Patent Number:
12165021
Methods, systems, and apparatus, including computer programs encoded on computer storage media for evaluating robot learning. In some implementations, a system receives classification examples from a plurality of remote devices over a communication network. The classification examples can include (i) a data representation generated by a remote device based on sensor data captured by the remote device and (ii) a classification corresponding to the data representation. The system assigns…
Constructing and programming quantum hardware for robust quantum annealing processes
Granted: December 10, 2024
Patent Number:
12165008
Among other things, an apparatus comprises quantum units; and couplers among the quantum units. Each coupler is configured to couple a pair of quantum units according to a quantum Hamiltonian characterizing the quantum units and the couplers. The quantum Hamiltonian includes quantum annealer Hamiltonian and a quantum governor Hamiltonian. The quantum annealer Hamiltonian includes information bearing degrees of freedom. The quantum governor Hamiltonian includes non-information bearing…
Transposing at-speed in a vector-matrix accelerator
Granted: December 10, 2024
Patent Number:
12164917
A system including one or more processors configured to receive a transpose instruction indicating to transpose a source matrix to a result matrix, provide data elements of the source matrix to input switching circuits, reorder the data elements using the input switching circuits, provide the data elements from the input switching circuits to one or more lanes of a datapath, provide the data elements from the datapath to output switching circuits, undo the reordering of the data elements…
Compilation for synchronous processor
Granted: December 10, 2024
Patent Number:
12164893
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for compiling latency insensitive programs for a synchronous processor. One of the methods includes receiving an intermediate representation of a program specifying operations to be performed by a plurality of respective components of a synchronous processor, wherein the intermediate representation assigns, to each operation of the plurality of operations, a respective clock cycle value at…
Contextual answer generation in spreadsheets
Granted: December 10, 2024
Patent Number:
12164862
A method includes receiving, via a user interface of a client device, a request to populate one or more cells of a plurality of cells of a document having a tabular structure, wherein the one or more cells correspond to a first attribute pertaining to a first column header and a first object pertaining to a first row header; analyzing the request and one or more additional cells corresponding to one or more additional attributes and one or more additional objects of the document to…
Integrated circuit design system and method
Granted: December 10, 2024
Patent Number:
12164851
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for parameterization of physical dimensions of discrete circuit components for component definitions that define discrete circuit components. The component definitions may be selected for use in a device design. When a parametrization of a particular version of a discrete circuit component definition is changed, the version level of the device design is also changed and the circuit layout…
Systems and methods for anonymizing large scale datasets
Granted: December 10, 2024
Patent Number:
12164673
A computer-implemented method for k-anonymizing a dataset to provide privacy guarantees for all columns in the dataset can include obtaining, by a computing system including one or more computing devices, a dataset comprising data indicative of a plurality of entities and at least one data item respective to at least one of the plurality of entities. The computer-implemented method can include clustering, by the computing system, the plurality of entities into at least one entity…
Uncorrectable memory error recovery for virtual machine hosts
Granted: December 10, 2024
Patent Number:
12164395
Methods, systems, and apparatus, including computer-readable storage media for uncorrectable memory recovery. Different sources of uncorrectable memory error are handled to provide for recovery actions by a host kernel of a machine hosting one or more virtual machines. Rather than defaulting to kernel panic behavior, the host kernel can identify the source of uncorrectable error, and cause the host machine and/or the affected virtual machines to take recovery action that is less…
Inferring semantic label(s) for assistant device(s) based on device-specific signal(s)
Granted: December 10, 2024
Patent Number:
12164572
Implementations can identify a given assistant device from among a plurality of assistant devices in an ecosystem, obtain device-specific signal(s) that are generated by the given assistant device, process the device-specific signal(s) to generate candidate semantic label(s) for the given assistant device, select a given semantic label for the given semantic device from among the candidate semantic label(s), and assigning, in a device topology representation of the ecosystem, the given…
Background audio identification for query disambiguation
Granted: December 10, 2024
Patent Number:
12164562
Implementations relate to techniques for providing context-dependent search results. The techniques can include receiving a query and background audio. The techniques can also include identifying the background audio, establishing concepts related to the background audio and obtaining terms related to the concepts related to the background audio. The techniques can also include obtaining search results based on the query and on at least one of the terms. The techniques can also include…
Associating a task with a user based on user selection of a query suggestion
Granted: December 10, 2024
Patent Number:
12164546
Methods and apparatus related to associating a task with a user based on the user selecting a task suggestion that is provided to the user in response to a user query. In some implementations, the task may be identified based on similarities between the words and/or phrases of the user query and a task suggestion that is associated with a task. In some implementations, the task may be identified based on user data associated with the user. In some implementations, the task may be…
Search result annotations
Granted: December 10, 2024
Patent Number:
12164527
A flexible annotation framework normalizes auxiliary information from diverse sources, ranks the information for an individual search result, and provides a lightweight or full display of the auxiliary information in an annotation for the search result. An annotation thus displays information not typically part of the details included in the search result. An example method comprises, for at least one item in a search result page, identifying at least one annotation of a first annotation…
Generating query answers from a user's history
Granted: December 10, 2024
Patent Number:
12164515
One or more servers receive a natural language query from a client device associated with a user. The one or more servers classify the natural language query as a query that seeks information previously accessed by the user. The one or more servers then obtain a response to the natural language query from one or more collections of documents, wherein each document in the one or more collections of documents was previously accessed by the user. The one or more servers generate search…
Parameter-based versioning for log-based block devices
Granted: December 10, 2024
Patent Number:
12164491
Data log-base logical block devices are used to control parameter-based versioning at a block-device level. Memory in the block device stores data log indicating data and corresponding metadata, the metadata indicating a particular historical time. The block device may receive a request, such as a remote procedure call (RPC), for data from the logical block device, and identify data included in the data log having metadata that matches or satisfies a historical time parameter included in…
Database syncing
Granted: December 10, 2024
Patent Number:
12164481
A method for database syncing is provided. The method includes receiving database change indicators indicating changes to a database. For each database change indicator, the method also includes determining whether the respective change to the database corresponds to a single change to a single version of the database, one of multiple changes to a common version of the database, or one of multiple changes to different versions of the database. The method further includes generating a…
Hardware architecture of packet cache eviction engine
Granted: December 10, 2024
Patent Number:
12164439
Aspects of the disclosure are directed to a packet cache eviction engine for reliable transport protocols of a network. The packet cache eviction engine can manage on-chip cache occupancy by evicting lower priority packets to off-chip memory and ensuring that higher priority packets are kept on-chip to achieve higher performance and lower latency in processing packets in the network.
In-memory distributed cache
Granted: December 10, 2024
Patent Number:
12164432
A method for an in-memory distributed cache includes receiving a write request from a client device to write a block of client data in random access memory (RAM) of a memory host and determining whether to allow the write request by determining whether the client device has permission to write the block of client data at the memory host, determining whether the block of client data is currently saved at the memory host, and determining whether a free block of RAM is available. When the…
