Abstract: Systems, apparatuses, and methods for adaptively mapping a machine learning model to a multi-core inference accelerator engine are disclosed. A computing system includes a multi-core inference accelerator engine with multiple inference cores coupled to a memory subsystem. The system also includes a control unit which determines how to adaptively map a machine learning model to the multi-core inference accelerator engine. In one implementation, the control unit selects a mapping scheme which minimizes the memory bandwidth utilization of the multi-core inference accelerator engine. In one implementation, this mapping scheme involves having one inference core of the multi-core inference accelerator engine fetch given data and broadcast the given data to other inference cores of the inference accelerator engine. Each inference core fetches second data unique to the respective inference core.

Abstract: A display system modifies display cycles of one or more displays to perform a system operation while avoiding visual perturbations at the one or more displays. The display system modifies, synchronizes, or both, blanking periods of the one or more displays such that blanking periods equal or exceed a blackout duration and overlap for at least the blackout duration. Then the system performs the system operation during an overlapping portion of the one or more blanking periods, where the system operation reduces availability of display data at the one or more displays.

Abstract: Systems and methods are disclosed for managing diversified virtual memory by an engine. Techniques disclosed include receiving one or more request messages, each request message including a job descriptor that specifies an operation to be performed on a respective virtual memory space, processing the job descriptors by generating one or more commands for transmission to one or more virtual memory managers, and transmitting the one or more commands to the one or more virtual memory managers (VMMs) for processing.

Abstract: Power management using temperature gradient information is described. In accordance with the described techniques, temperature measurements of a component are obtained from two or more sensors of the component. A temperature of a hotspot of the component is predicted based on the temperature measurements obtained from the two or more sensors of the component. Operation of the component is adjusted based on the predicted temperature of the hotspot.

Abstract: An integrated circuit includes a power supply monitor, a clock generator, and a divider. The power supply monitor is operable to provide a trigger signal in response to a power supply voltage dropping below a threshold voltage. The clock generator is operable to provide a first clock signal having a frequency dependent on a value of a frequency control word, and to change the frequency of the first clock signal over time using a native slope in response to a change in the frequency control word. The divider is responsive to an assertion of the trigger signal to divide a frequency of the first clock signal by a divide value to provide a second clock signal.

Abstract: Devices and methods for multi-resolution geometric representation for ray tracing are described which include casting a ray in a space comprising objects represented by geometric shapes and approximating a volume of the geometric shapes using an accelerated hierarchy structure. The accelerated hierarchy structure comprises first nodes each representing a volume of one of the geometric shapes in the space and second nodes each representing an approximate volume of a group of the geometric shapes. When the ray is determined to intersect a bounding box of a second node representing one group of the geometric shapes, a selection is made between traversal and non-traversal of other second nodes based on a LOD for representing the volume of the one group of geometric shapes.

Abstract: A method and system for distributing keys in a key distribution system includes receiving a connection for communication from a first component. A determination is made whether the first component requires a key be generated and distributed. Based upon a security mode for the communication, the key generated and distributed to the first component.

Abstract: A apparatus includes a reference signal generator, a droop detection circuit, a digital frequency-locked loop (DFLL), and a DFLL control circuit. The reference signal generator that receives a digital value and produces a pulse-density modulated signal based on the digital value. The droop detection circuit converts the pulse-density modulated signal to an analog signal, compares the analog signal to a monitored supply voltage, and responsive to detecting a droop of the monitored supply voltage below a designated value relative to the analog signal, produces a droop detection signal. The DFLL provides a clock signal for synchronizing circuitry within a domain of the monitored supply voltage. The DFLL control circuit, responsive to receiving the droop detection signal, causes the DFLL to slow the clock signal.

Abstract: A semiconductor package assembly includes a semiconductor package that includes a semiconductor chip bonded to a substrate. The assembly also includes a plurality of passive devices mounted on a bottom surface of the substrate opposite the semiconductor chip, the plurality of passive devices including a plurality of operable passive devices and a plurality of standoff passive devices, wherein a height of each of the plurality of standoff passive devices is greater than a height of any of the plurality of operable passive devices. The assembly also includes a plurality of solder structures attached to the bottom surface of the substrate. When mounted on a circuit board, the standoff passive devices prevent solder bridging.

Abstract: Methods and devices are provided for processing data using a neural network. Activations from a previous layer of the neural network are received by a layer of the neural network. Weighted values, to be applied to values of elements of the activations, are determined based on a spatial correlation of the elements and a task error output by the layer. The weighted values are applied to the values of the elements and a combined error is determined based on the task error and the spatial correlation.

Abstract: Data processing methods and devices are provided. A processing device comprises memory and a processor. The memory, which comprises a cache, is configured to store portions of data. The processor is configured to issue a store instruction to store one of the portions of data, provide identifying information associated with the one portion of data, compress the one portion of data; and store the compressed one portion of data across multiple lines of the cache using the identifying information. In an example, the one portion of data is a block of pixels and pixels and the processor is configured to request pixel data for a pixel of a compressed block of pixels, send additional requests for data for other pixels determined to belong to the compressed pixel block and provide an indication that the requests are for pixel data belonging to the compressed block of pixels.

Abstract: Manufacturing a semiconductor chip based on redefining tolerance rules to create an otherwise prohibited structure including redefining a tolerance rule to permit creation of a minimum area metal trench structure violating the tolerance rule during a routing operation; and fabricating the minimum area metal trench structure on the semiconductor substrate based on the redefined tolerance rule.

Abstract: Power management in a computing device. A driver is registered with an operating system (OS) executing on the computing device to receive information about a position of a user interface control. If the user interface control is moved, the driver receives a notification of the user interface control position and determines a power management intervention based on the position The driver transmits the power management intervention to power control circuitry which sets a power setting of the computing device based on the intervention.

Abstract: A robotic tool has a longitudinal shaft, defining a longitudinal axis when the shaft is in a default, centered position. A lockout rod is moveable between first and second positions. In the first position, the lockout rod allows the longitudinal shaft to move with 360 radial degrees of compliance about the longitudinal axis. In the second position, the lockout rod limits compliance of the longitudinal shaft to only one radial angle from the longitudinal axis. In one embodiment the lockout rod is positioned adjacent (e.g., above or below) part of one ring of a 2-axis concentric ring gimbal. The lockout rod is shaped so as to not contact any part of the gimbal in the first position, allowing compliance in a full 360 radial degrees. In the second position, the lockout rod limits the motion of one ring of the gimbal, limiting compliance of the shaft to motion of the other ring, which is necessarily limited to only one radial angle.

Abstract: An output clock frequency of an adaptive oscillator circuit changes in response to noise on an integrated circuit power supply line. The circuit features two identical delay lines which are separately connected to a regulated supply and a droopy supply. In response to noise on the droopy supply, the delay lines cause a change in the output clock frequency. The adaptive oscillator circuit slows down the output clock frequency when the droopy supply droops or falls below the regulated supply. The adaptive oscillator circuit clamps the output clock frequency at a level determined by the regulated supply when the droopy supply overshoots or swings above the regulated supply.

Abstract: An encoder calculates a first local encoding parameter for a first block of video content based on one or more local metrics. The encoder modifies the first local encoding parameter based on one or more second local encoding parameters for one or more second blocks of video content that are adjacent to the first block of video content. The encoder then encodes the first block using the modified first local encoding parameter. In some cases, the local encoding parameters are quantization parameters used to quantize values of pixels or compression parameters used to compress values of the pixels. The local metric can include one or more of a target bit rate, a texture complexity, a contrast, an indicator of motion in the first block, and an importance map.

Abstract: In one embodiment, a system, apparatus, and method for distributing a portion of game information may include a gaming machine configured to play a game of chance and produce game information. A gaming server can be configured to communicate with the gaming machine, may establish a remote gaming session between the gaming machine and a user device, and may distribute the portion of the game information to the user device.

Abstract: A non-limiting embodiment of a titanium alloy comprises, in weight percentages based on total alloy weight: 5.5 to 6.5 aluminum; 1.5 to 2.5 tin; 1.3 to 2.3 molybdenum; 0.1 to 10.0 zirconium; 0.01 to 0.30 silicon; 0.1 to 2.0 germanium; titanium; and impurities. A non-limiting embodiment of the titanium alloy comprises a zirconium-silicon-germanium intermetallic precipitate, and exhibits a steady-state creep rate less than 8×10?4 (24 hrs)?1 at a temperature of at least 890° F. under a load of 52 ksi.

Abstract: Systems, apparatuses, and methods for implementing kernel software driven color remapping of rendered primary surfaces are disclosed. A system includes at least a general processor, a graphics processor, and a memory. The general processor executes a user-mode application, a user-mode driver, and a kernel-mode driver. A primary surface is rendered on the graphics processor on behalf of the user-mode application. The primary surface is stored in memory locations allocated for the primary surface by the user-mode driver and the kernel-mode driver is notified when the primary surface is ready to be displayed. Rather than displaying the primary surface, the kernel-mode driver causes the pixels of the primary surface to be remapped on the graphics processor using a selected lookup table (LUT) so as to generate a remapped surface which stored in memory locations allocated for the remapped surface by the user-mode driver. Then, the remapped surface is displayed.