Abstract: An image processing method and an image processing device is provided. The processing device comprises memory and a processor configured to receive a frame of color filtered image data comprising pixels which are spatially multiplexed according to a plurality of different light exposures, resample the color values as different frames of pixels for the plurality of different light exposures, fuse the resampled frames of pixels for the plurality of different light exposures into a frame of pixels according to a HDR format and color interpolate the fused frame of pixels. The processor is configured to interpolate, for each resampled frame, missing pixel color values based on the color values of adjacent resampled pixels in a same resampled frame. The color interpolated fused frame of pixels is processed in an image processing pipeline and converted to a YUV color space.

Abstract: A method for controlling a data processing system includes detecting a droop in a power supply voltage of a functional circuit of the data processing system greater than a programmable droop threshold. An operation of the data processing system is throttled according to a programmable step size, a programmable assertion time, and a programmable de-assertion time in response to detecting the droop.

Abstract: A technique for operating a processing device is disclosed. The method includes irreversibly activating a testing mode switch of the processing device; in response to the activating, entering a testing mode in which normal operation of the processing device is disabled; receiving software for the processing device in the testing mode; based on whether the software is verified as testing mode-signed software, executing or not executing the software.

Abstract: A data processing system includes a data processor coupled to a memory. The data processor includes a reference clock generation circuit for providing a reference clock signal, a first delay circuit for delaying the reference clock signal by a first amount to provide a command and address signal, a second delay circuit for delaying the reference clock signal by a second amount to provide a read data signal, a calibration circuit for determining current values of the first and second amounts, and a compensation circuit for calculating drifts in the first and second amounts based on a measured temperature change, at least one voltage sensitivity coefficient, and at least one temperature sensitivity coefficient, and for updating the first and second amounts according to the drifts.

Abstract: Methods and systems for runtime management by an accelerator-resident manager. Techniques include receiving, by the manager, a representation of a processing flow of an application, including a plurality of kernels and respective dependencies. The manager, then, assigns the plurality of kernels to one or more APUs managed it and launches the plurality of kernels on their assigned APUs to run in an iteration according to the respective dependencies.

Abstract: A power supply monitor includes a delta-sigma modulator including an input receiving a binary number and an output providing a pulse-density modulated signal, the delta-sigma modulator operable to scale the pulse-density modulated signal based on the binary number. A fast droop detector circuit includes a level shifter providing the modulated signal referenced to a clean supply voltage. A lowpass filter is coupled between the level shifter and a comparator. The comparator produces a droop detection signal at said output responsive to a monitored supply voltage dropping below a predetermined level relative to the filtered signal.

Abstract: A receiver is trained for receiving a signal over a data bus. A volatile memory is commanded over the data bus to place a selected pulse-amplitude modulation (PAM) driver in a mode with a designated steady output level. At a receiver circuit coupled to the selected PAM driver, a respective reference voltage associated with the designated steady output level is swept through a range of voltages and the respective reference voltage is compared to a voltage received from the PAM driver to determine a respective voltage level received from the PAM driver.

Abstract: Address-based filtering for load/store speculation includes maintaining a filtering table including table entries associated with ranges of addresses; in response to receiving an ordering check triggering transaction, querying the filtering table using a target address of the ordering check triggering transaction to determine if an instruction dependent upon the ordering check triggering transaction has previously been generated a physical address; and in response to determining that the filtering table lacks an indication that the instruction dependent upon the ordering check triggering transaction has previously been generated a physical address, bypassing a lookup operation in an ordering violation memory structure to determine whether the instruction dependent upon the ordering check triggering transaction is currently in-flight.

Abstract: A system and method for efficiently processing memory requests are described. A processing unit includes at least a processor core, a cache, and a non-cache storage buffer capable of storing data prevented from being stored in the cache. While processing a memory request targeting the non-cache storage buffer, the processor core inspects a flag stored in a tag of the memory request. The processor core prevents data prefetching into one or more of the non-cache storage buffer and the cache based on determining the flag specifies preventing data prefetching into one or more of the non-cache storage buffer and the cache using the target address of the memory request during processing of this instance of the memory request. While processing a prefetch hint instruction, the processor core determines from the tag whether to prevent prefetching.

Abstract: A technique for adjusting a power supply for a device is provided. The technique includes detecting a low-power trigger for a device; switching a power supply for the device from a high-power power supply to a low-power power supply; detecting a high-power trigger for a device; and switching a power supply for the device from the low-power power supply to the high-power power supply, wherein the high-power power supply consumes a larger amount of power than the low-power power supply, and wherein the high-power power supply provides a greater amount of noise reducing and a greater tolerance to temperature differences than the low-power power supply.

Abstract: A processing device is provided which includes memory and a processor. The processor is configured to receive an input image having a first resolution, generate at least one linear down-sampled version of the input image via a linear upscaling network, generate at least one non-linear down-sampled version of the input image via a non-linear upscaling network, extract a first feature map from the at least one linear down-sampled version of the input image, and extract a second feature map from the at least one non-linear down-sampled version of the input image. The processor is also configured to convert the at least one linear down-sampled version of the input image and the at least one non-linear down-sampled version of the input image into pixels of an output image having a second resolution higher than the first resolution using the first feature map and the second feature map.

Abstract: Techniques for performing cache operations are provided. The techniques include, recording an entry indicating that a cache line is exclusive-upgradeable; removing the cache line from a cache; and converting a request to insert the cache line into the cache into a request to insert the cache line in the cache in an exclusive state.

Abstract: Techniques for performing cache operations are provided. The techniques include for a memory access class, detecting a threshold number of instances in which cache lines in an exclusive state in a cache are changed to an invalid state or a shared state without being in a modified state; in response to the detecting, treating first coherence state agnostic requests for cache lines for the memory access class as requests for cache lines in a shared state; detecting a reset event for the memory access class; and in response to detecting the reset event, treating second coherence state agnostic requests for cache lines for the memory class as coherence state agnostic requests.

Abstract: Techniques for performing cache operations are provided. The techniques include recording an indication that providing exclusive access of a first cache line to a first processor is deemed problematic; detecting speculative execution of a store instruction by the first processor to the first cache line; and in response to the detecting, refusing to provide exclusive access of the first cache line to the first processor, based on the indication.

Abstract: A processing device is provided which comprises memory configured to store data and a plurality of processor cores in communication with each other via first and second hierarchical communication links. Processor cores of a first hierarchical processor core group are in communication with each other via the first hierarchical communication links and are configured to store, in the memory, a sub-portion of data of a first matrix and a sub-portion of data of a second matrix. The processor cores are also configured to determine a product of the sub-portion of data of the first matrix and the sub-portion of data of the second matrix, receive, from another processor core, another sub-portion of data of the second matrix and determine a product of the sub-portion of data of the first matrix and the other sub-portion of data of the second matrix.

Abstract: An electronic device includes a memory having a plurality of memory rows and a memory refresh functional block that performs a victim row refresh operation. For the victim row refresh operation, the memory refresh functional block selects one or more victim memory rows that may be victims of data corruption caused by repeated memory accesses in a specified group of memory rows near each of the one or more victim memory rows. The memory refresh functional block then individually refreshes each of the one or more victim memory rows.

Abstract: A technique for generating a trained discriminator is provided. The technique includes applying one or more of a glitched image or an unglitched image to a discriminator; receiving classification output from the discriminator; adjusting weights of the discriminator to improve classification accuracy of the discriminator; applying noise to a generator; receiving an output image from the generator; applying the output image to the discriminator to obtain a classification; and adjusting weights of one of the discriminator or the generator to improve ability of the generator to reduce classification accuracy of the discriminator, based on the classification.

Abstract: A method for performing read training of a memory channel includes writing a data pattern to a memory using a data bus having a predetermined number of bit lanes. An edge of a read data eye is determined individually for each bit lane by reading the data pattern over the data bus using a read bust cycle having a predetermined length, grouping data received on each bit lane over the read burst cycle to form a bit lane data group, and comparing the bit lane data group to corresponding expected data of the data pattern for each bit lane, logging a phase of each bit lane on which said edge is found, and repeating the reading, grouping, comparing, and logging until the edge is found for all of the bit lanes.

Abstract: A memory controller includes a command queue, a memory interface queue, at least one storage queue, and a replay control circuit. The command queue has a first input for receiving memory access commands. The memory interface queue receives commands selected from the command queue and couples to a heterogeneous memory channel which is coupled to at least one non-volatile storage class memory (SCM) module. The at least one storage queue stores memory access commands that are placed in the memory interface queue. The replay control circuit detects that an error has occurred requiring a recovery sequence, and in response to the error, initiates the recovery sequence. In the recovery sequence, the replay control circuit transmits selected memory access commands from the at least one storage queue by grouping non-volatile read commands together separately from all pending volatile reads, volatile writes, and non-volatile writes.

Abstract: An array processor includes processor element arrays distributed in rows and columns. The processor element arrays perform operations on parameter values. The array processor also includes memory interfaces that broadcast sets of the parameter values to mutually exclusive subsets of the rows and columns of the processor element arrays. In some cases, the array processor includes single-instruction-multiple-data (SIMD) units including subsets of the processor element arrays in corresponding rows, workgroup processors (WGPs) including subsets of the SIMD units, and a memory fabric configured to interconnect with an external memory that stores the parameter values. The memory interfaces broadcast the parameter values to the SIMD units that include the processor element arrays in rows associated with the memory interfaces and columns of processor element arrays that are implemented across the SIMD units in the WGPs. The memory interfaces access the parameter values from the external memory via the memory fabric.