Memory address translation apparatus comprises page table access circuitry to access a page table to retrieve translation data; a translation data buffer to store one or more instances of the translation data, comprising: an array of storage locations arranged in rows and columns; a row buffer comprising a plurality of entries and comparison circuitry responsive to a key value dependent upon at least the initial memory address, to compare the key value with information stored in each of at least one key entry and an associated value entry for storing at least a representation of a corresponding output memory address, and to identify which of the at least one key entry, if any, is a matching key entry storing information matching the key value; and output circuitry to output, when there is a matching key entry, at least the representation of the output memory address.

Disclosed is a method for designing an application task architecture for an electronic control unit based on an AUTOSAR operating system that is adaptable to a plurality of microcontrollers. Prior to association with a microcontroller, the method involves developing the application task architecture by using at least one virtual core different from the one or more cores of the microcontroller, the various tasks being assigned respectively to the at least one virtual core, and associating the at least one virtual core with the one or more cores of the microcontroller so as to allocate tasks assigned to the at least one virtual core to the core or among the cores of the microcontroller.

In a memory controller, a prefetch indication can be sent to memory to prepare the memory for a potential future read or write. Statistics can be used to select when such a prefetch should occur. The prefetch can occur without any read or write command being commenced. As a result, the memory controller predicts when to perform the prefetch. Some examples of when a prefetch can be sent include when there are other requests for the same memory page, or how often the page is requested. The page can remain open to prevent it from closing until the relevant read or write arrives. In the case that a read or write does not occur after a predetermined period of time, then a precharge can be performed to release the memory page.

A system including: at least one processor; and at least one memory having stored thereon computer program code that, when executed by the at least one processor, controls the system to: receive a data model identification and a dataset; in response to determining that the data model does not contain a hierarchical structure, perform expectation propagation on the dataset to approximate the data model with a hierarchical structure; divide the dataset into a plurality of channels; for each of the plurality of channels: divide the data into a plurality of microbatches; process each microbatch of the plurality of microbatches through parallel iterators; and process the output of the parallel iterators through single-instruction multiple-data (SIMD) layers; and asynchronously merge results of the SIMD layers.

An information processing system includes a first information processing device, a second information processing device, and a relay device connected to the first/second information processing devices over different buses. The first information processing device updates firmware of the power control microcomputer and transmit, to the power control microcomputer, a reactivation instruction signal after the firmware is updated. The power control microcomputer: executes reactivation of the power control microcomputer when the reactivation instruction signal is received from the first information processing device; determines whether or not the executed reactivation is reactivation that is executed immediately after the firmware update; and supplies the operation voltage to the first information processing device when the power control microcomputer determines that the executed reactivation is reactivation immediately after the firmware update.

A processing system includes a core, at least one accelerator function unit (AFU) and an accelerator interface. The core is utilized to develop at least one task. The AFU is utilized to execute the task. The accelerator interface is arranged between the core and the AFU to receive an accelerator interface instruction transmitted by the processing core and instruct the AFU to execute the task according to the accelerator interface instruction.

A processing system includes a core, at least one accelerator function unit (AFU) and an accelerator interface. The core is utilized to develop at least one task. The AFU is utilized to execute the task. The accelerator interface is arranged between the core and the AFU to receive an accelerator interface instruction transmitted by the processing core and instruct the AFU to execute the task according to the accelerator interface instruction.

Systems and methods are disclosed for supporting debugging of programs in block-based processor architectures. In one example of the disclosed technology, a processor includes a block-based processor core for executing an instruction block comprising an instruction header and a plurality of instructions. The block-based processor core includes execution control logic and core state access logic. The execution control logic can be configured to schedule respective instructions of the plurality of instructions for execution in a dynamic order during a default execution mode and to schedule the respective instructions for execution in a static order during a debug mode. The core state access logic can be configured to read intermediate states of the block-based processor core and to provide the intermediate states outside of the block-based processor core during the debug mode.

Systems, apparatuses, and methods related to a block-based processor core topology register are disclosed. In one example of the disclosed technology, a processor can include a plurality of block-based processor cores for executing a program including a plurality of instruction blocks. A respective block-based processor core can include a sharable resource and a programmable composition topology register. The programmable composition topology register can be used to assign a group of the physical processor cores that share the sharable resource.

A system including: at least one processor; and at least one memory having stored thereon computer program code that, when executed by the at least one processor, controls the system to: receive a data model identification and a dataset; in response to determining that the data model does not contain a hierarchical structure, perform expectation propagation on the dataset to approximate the data model with a hierarchical structure; divide the dataset into a plurality of channels; for each of the plurality of channels: divide the data into a plurality of microbatches; process each microbatch of the plurality of microbatches through parallel iterators; and process the output of the parallel iterators through single-instruction multiple-data (SIMD) layers; and asynchronously merge results of the SIMD layers.