431 results about "Improved performance" patented technology

This disclosure describes systems, methods, and devices related to enhanced memory integration. The device may include a compute chiplet configured as a System-on-a-Chip (SoC). The device may include a logic die circuitry coupled to the compute chiplet through a high-speed link. The device may include a memory interface that connects the logic die circuitry to on-package memory. The device may include control circuitry within the logic die circuitry configured to treat the on-package memory as a memory-side cache for an off-package memory. The device may dynamically migrate memory pages between the on-package memory and the off-package memory based on memory access patterns. The device may facilitate efficient data management, optimize memory utilization, and support scalable memory architectures for improved performance.

A first neural network (NN) model may generate labels for training a second NN model. The second NN model may represent instances of a NN model operating on multiple different devices (e.g., decentralized user and / or edge devices). The system may include using a “teacher” model to process data received by one or more of the devices to generate a labeled dataset. The system may use the labeled dataset and a “student” model to calculate gradient data for updating the student model. The student model may be the same or similar to NN model instances operating on the devices. The system may validate the updated student model to determine, for example, whether it exhibits improved performance when processing the newly received data and / or historical data. The system may distribute the validated update to the devices.

A method for manufacturing a semiconductor device is disclosed. Methods involve forming a stack of alternating semiconductor channels and interposers on a substrate with sacrificial structures between the interposers. Source / drain openings are formed, and strain in the channel is modified. Source / drain structures are formed in the openings, and a dielectric layer is deposited. The resulting device features a stacked nanostructure having internal spacers of varying height, enabling improved performance in electronic devices. The embodiment of the invention also relates to a semiconductor device and a forming method thereof.

A flyback converter comprising: a transformer having a primary side winding and a secondary side winding; a primary side switch located at the primary side of the transformer; two secondary side switches located at the secondary side of the transformer; in which the two secondary side switches are connected in parallel and have different characteristics; and a control unit configured to generate a rectification signal and a Zero Voltage Switching (ZVS) pulse and to drive the two secondary side switches; in which a secondary side switch is driven by the rectification signal and the other secondary side switch is driven by the ZVS pulse. At the end of a switching cycle, before turning on the primary side switch: the control unit is configured to generate the ZVS pulse in the secondary side winding such that the parasitic capacitor of the primary side switch is discharged, and to consequently turn on the primary side switch in ZVS conditions or near ZVS conditions.

A golf club head and golf club having large head dimensions, and large face characteristics, as well as unique mass property attributes driven by relationships not often considered in conventional club head design, to achieve a resistance to squaring the club head during a golf swing that is comfortable to the novice golfer, while increasing stability during off-center impacts and obtaining preferred launch characteristics. This is achieved in part via establishing a club head configuration and associated weight distribution to yield a center of gravity location that results in a preferred magnitude of Delta1 and Delta2 values, CG angle, moments of inertia, and associated ratios, relationships, and club head mass property characteristics influenced by these variables to achieve improved performance.

A method of serving a generative transformer model includes determining a batch size to use in processing inference requests and allocating at least one prompt pipeline and at least on token pipeline to the generative transformer model to process the batch of inference requests. The number of prompt pipelines and the number of token pipelines, and the depths of the pipelines are determined based on the batch size, an average prompt length, a cache requirement per stage, and a memory footprint of model weights for the generative model per stage using a resource allocator component of the model serving system. Cache streaming is used to stream prompt cache from prompt pipelines to token pipelines to generate tokens. Cache streaming involves gather-copy operations which may be performed using compute kernels.

The invention discloses an irregular texture product appearance defect detection method and device, and the method comprises the steps: collecting N good product sample images through an area-array camera, taking one image as a reference image, and obtaining a product contour shape positioning template through an edge positioning extraction function; preprocessing all good product sample images by using a detection preprocessing function, obtaining position information of good product samples through a product contour shape positioning template, aligning all positions of the good product samples by using an affine transformation function, and introducing an improved performance function for training to obtain a good product detection model; collecting a detection image, performing positioning preprocessing, and obtaining position information of a target by using a product contour shape positioning template; carrying out detection preprocessing, transforming the preprocessed image and a good product detection model to the same reference position, and carrying out point-by-point comparison to screen out different parts; according to the invention, rapid and accurate detection of the appearance defects of the irregular texture detection area is realized under the conditions that the number of die-cutting product defect samples is small and the variety of products is large.

The invention provides an exhaust system capable of achieving both improved performance and a damping effect when an exhaust valve is open. An exhaust system (30) comprises an exhaust muffler (34) with an expansion chamber (A), an exhaust outlet pipe (55) for expelling combustion gas (G) from the exhaust muffler (34), and an exhaust valve mechanism (40) for adjusting the flow rate of the combustion gas (G) with an on / off exhaust valve (42). The exhaust outlet pipe (55) is connected to the expansion chamber (A). The exhaust valve (42) is located in an upstream exhaust pipe (50) for introducing the combustion gas (G) into the expansion chamber (A). The combustion gas (G) is also introduced into the expansion chamber (A) when the exhaust valve (42) is closed.

A torque control fastener system having a fastener nut, a helical wire insert, and a shaft, where the nut and helical wire insert have unique hardness and coefficient of thermal expansion relationships that produce improved performance.

The invention relates to a brake pad or a disc brake caliper, comprising a support plate receiving a friction material. According to the invention, the support plate is made from low-alloy carbon steel containing less than 0.3% by weight of carbon and vanadium in an amount between 0.2 and 0.3% by weight.

A system is disclosed, including a display, a processor and a memory. The memory stores instructions that, when executed by the processor, configure the system to perform operations. Active region data is generated that includes, for each of one or more active regions, active region location data and active region content. The active region data is transmitted to a display having a display area. For each active region, the active region content is displayed at an active region location of the display area based on the active region location data, the active region content being displayed at a higher spatiotemporal information density than content displayed in the display area outside of the active regions.

The present technology, roughly described, provides for mocking an application program interface (API) using a large language model (LLM). The present system generates a prompt with API signature information and API desired behavior information. The prompt can include instructions, library functions, examples, executed programs, and a current function invocation, as well as other content. The prompt can be generated, and submitted to an LLM to mock an API and generate a response. The response can be audited and the LLM can be fine tuned to provide improved performance in subsequent calls.

An electronic device includes a multilevel package substrate, a semiconductor die, and a package structure, the multilevel package substrate has first, second, and third levels including respective dielectric layers and conductive features, the first level including a first trace layer with an antenna and a first via layer with a portion of a ground wall laterally spaced outward from and surrounding the antenna, and the second level including a second trace layer having a ground plane connected to the ground wall, the semiconductor die attached to the first level of the multilevel package substrate, and the package structure including a molding compound enclosing the semiconductor die and extending on a side of the antenna, where the package structure mold compound maters and thickness can be tuned for improved performance.

This disclosure provides systems, methods, and devices for control and management of production home builders. According to aspects, computerized tools described herein may enable home builders to react more quickly and consistently to new data relating to market forces and home buyer demand, enabling the home builder to improve home production and its performance. Some disclosed features may enable and provide improved performance metric tracking or home demand classification, including classifying homes and home builders based on a pacing metric. In some aspects, a system may determine target performance paces for the home builder based on received home status data, such as a completion status related to the construction level of the homes. As such, the disclosed pacing tool may enable home builders to more accurately match the home transactions pace to the home production pace, which may improve marginal gains and provide for greater influence over the housing market.

This disclosure provides systems, methods, and devices for control and management of production home builders. According to aspects of the disclosure, computerized tools described herein may enable home builders to react more quickly and consistently to new data relating to market forces and home buyer demand. Some features disclosed herein may enable and provide improved performance metric tracking, including dynamically determining a pacing metric based on data. In some aspects, the system may determine a performance pace for a first plurality of homes based on a comparison of home status data for the first plurality of homes to performance data for a second plurality of homes. Such operations may beneficially enable effective pacing of home builder performance that more accurately matches the home sales pace to the home production pace. Additionally, the system may output instructions of actionable steps to improve home production and performance in the market.

Some example embodiments provide an optical proximity correction (OPC) method using an OPC model having improved performance and / or a method of manufacturing a mask by using the OPC method. An OPC method includes receiving a design layout of a target pattern, generating a first OPC model on the design layout, in which an optical effect of an exposure process is reflected, generating a second OPC model in which a characteristic of a photoresist in the exposure process is reflected, and performing a simulation using the first and second OPC models to obtain an OPC-performed design layout. The generating the second OPC model includes differently applying a combination of kernel functions, used in the second OPC model, to each pattern region.

Embodiments of the present disclosure relate to a communication device, method, and apparatus, and a computer-readable medium. In one aspect, a first access point (AP) device assigns a device identification to a station (STA) device during performing an association process with the STA device. In addition, the first AP device transmits the device identification assigned to the STA device to at least one of a second AP device or a control device. In this way, the performance of a communication network can be improved. For example, an EasyMesh network with improved performance can be achieved.

A radio frequency package for an electronic device with a reduced size and improved performance is presented herein. The radio frequency package includes a front-end package, transceiver dies and at least one antenna array providing a wireless communication functionality for the radio frequency package. The front-end package includes a radio frequency front-end die and at least one power control die connected to an insulation film substrate via first connectors. Each of the transceiver dies is connected to the at least one antenna array using second connectors.

A semiconductor structure having improved performance is provided that includes a local enlarged via-to-backside power rail (VBPR) contact structure which connects a source / drain region of one field effect transistor (FET) to a backside power rail.

A compact vane-axial fan with includes modular components and is associated with improved efficiency and can operate with a variety of differently configured impellers and vanes to allow for customization to a particular application. The fan can include a base set of components, including a fan housing with motor and stator vane. The base set of components can be modularly assembled with an impeller and a vane insert, which is positioned inline between the impeller and the stator. The configuration(s) of the impeller, the vane insert, and / or the stator contribute to a compact design. In addition, configurations of the impeller and the vane insert can be tailored to one another to contribute to improved performance. Furthermore, a variety of different combinations of impellers and vane inserts can be selectively assembled with the base set of components to tailor fan operations for a use case and still achieve high efficiency.

A vehicle aerodynamic system with dual operating modes to modify downforce across varying speed ranges and driving conditions. The system comprises multiple fans positioned in airflow pathways and deployable skirts that interact with the ground surface. In a first mode, a complete set of skirts creates a fully sealed bounded region under the vehicle with central fans generating maximum downforce at low speeds on smooth surfaces. In a second mode, a subset of skirts (primarily side skirts) modifies the bounded region while all fans operate to provide downforce in dynamic driving conditions with uneven surfaces. The system includes a control mechanism to selectively deploy skirts and operate fans based on driving conditions, optimizing between maximum downforce at low speeds and improved performance over varying terrain at higher speeds.

A vehicle, and in particular an offroad vehicle, with improved capabilities. The vehicle provides improved performance (e.g., ground clearance, deployment options, or the like), allows for customization for different types of vehicles (e.g., frame allows for the connection of different types of components for different applications, improved assembly, and / or maintenance), and / or allows for modular interchangeability of vehicle beds in the field for changing situations (e.g., different beds may be interchanged for different operational purposes).

The invention discloses a performance self-improving large model recommendation system and method, and the system comprises an initialization module which is used for pre-training a large language model through supervision and fine tuning, and generating an initial recommendation model; the self-optimization module comprises three iteratively executed sub-modules; the sample selection sub-module is used for screening historical data samples of which the information amount is higher than a threshold value on the basis of comparison between the model prediction probability and the preset threshold value; the response fusion sub-module is used for generating K candidate responses for a selected sample and generating a preference data set based on model evaluation; and the DPO optimization sub-module is used for updating model parameters by utilizing the improved DPO loss function and generating an optimized recommendation model. According to the method, the dependence on static preference data in the prior art is broken, the recommendation quality and robustness are improved, and adaptive optimization is realized.

Systems and methods for unified federated learning for time series forecasting applications are described herein. In one example, an edge server includes a processor and a memory in communication with the processor. The memory includes instructions that, when executed by the processor, cause the processor to train a model deployed on the edge server using information from one or more external devices received by the edge server and in response to a determination that the training of the model improved performance of the model, deploy the model. In addition, the instructions also cause the processor to, in response to a request from an aggregation server, transmit one or more model parameters of the model to the aggregation server and, in response to receiving an updated model from the aggregation server, deploy the updated model.

A torque control fastener system having a fastener nut, a helical wire insert, and a shaft, where the nut and helical wire insert have unique hardness and coefficient of thermal expansion relationships that produce improved performance.

A blended furnish with improved performance characteristics while reducing environmental impact, when applied to a substrate and methods of making and using blended furnish are provided. A composite product using a blended furnish is also provided.

A semiconductor structure with improved performance is provided that includes a locally enlarged via-to-backside power rail (VBPR) contact structure that connects a source / drain region of a field effect transistor (FET) to a backside power rail.

To provide a game machine with improved performance control. [Solution] A gaming machine comprising a plurality of speakers of different types, a plurality of audio circuits electrically connected to each of the plurality of speakers and capable of outputting audio signals, and a first board on which the plurality of audio circuits are arranged, wherein each of the plurality of audio circuits comprises a first component, a plurality of second components, and a third component, and in each of the plurality of audio circuits on the first board, the positional relationship between the first component, the plurality of second components, and the third component is approximately the same, and in each of the plurality of audio circuits on the first board, the spacing between the plurality of second components is approximately the same, and no components are mounted in the area consisting of the spacing.

The invention provides a pathological image analysis method based on cross-scale spatial constraint fusion and local perception. The method comprises the steps of 1, data preprocessing and feature extraction; step 2, executing a two-way fusion strategy based on spatial constraint to obtain fused enhanced features; step 3, capturing high-order semantic information between scales by using a bilinear fusion mode based on a Hadamard product; 4, performing residual connection on the enhanced features and the fused features to serve as input of a 10-time branch and a 20-time branch; 5, remodeling the features after residual connection into a two-dimensional shape, and inputting three convolutional layers which are arranged in a layered manner and expanded layer by layer; and 6, further performing gating adaptive fusion on the global semantic features obtained after the 10-time branches and the 20-time branches are subjected to the step 5. On the basis of easy deployment, feature representation with high expression ability is obtained, information between branches of different scales is fully utilized, and better performance is obtained in downstream tasks.

To provide a game machine with improved performance control. [Solution] A gaming machine comprising a plurality of speakers of different types, a plurality of audio circuits electrically connected to each of the plurality of speakers and capable of outputting audio signals, and a first board on which the plurality of audio circuits are arranged, wherein each of the plurality of audio circuits comprises a first component, a plurality of second components, and a third component, and in each of the plurality of audio circuits on the first board, the positional relationship between the first component, the plurality of second components, and the third component is approximately the same, and in each of the plurality of audio circuits on the first board, the first component is arranged in an intermediate position between the plurality of second components.