Abstract: An embodiment of an integrated circuit may comprise a core, a first level core cache memory coupled to the core, a shared core cache memory coupled to the core, a first cache controller coupled to the core and communicatively coupled to the first level core cache memory, a second cache controller coupled to the core and communicatively coupled to the shared core cache memory, and circuitry coupled to the core and communicatively coupled to the first cache controller and the second cache controller to determine if a workload has a large code footprint, and, if so determined, partition N ways of the shared core cache memory into first and second chunks of ways with the first chunk of M ways reserved for code cache lines from the workload and the second chunk of N minus M ways reserved for data cache lines from the workload, where N and M are positive integer values and N minus M is greater than zero. Other embodiments are disclosed and claimed.

Abstract: A disclosed apparatus to multiply matrices includes a compute engine. The compute engine includes multipliers in a two dimensional array that has a plurality of array locations defined by columns and rows. The apparatus also includes a plurality of adders in columns. A broadcast interconnect between a cache and the multipliers broadcasts a first set of operand data elements to multipliers in the rows of the array. A unicast interconnect unicasts a second set of operands between a data buffer and the multipliers. The multipliers multiply the operands to generate a plurality of outputs, and the adders add the outputs generated by the multipliers.

Abstract: Methods and apparatuses relating to instruction set architecture (ISA) based and automatic load tracking hardware for opportunistic re-steer of data-dependent flaky branches are described.

Abstract: An embodiment of an integrated circuit may comprise a front end unit, and circuitry coupled to the front end unit, the circuitry to provide a high confidence, multiple branch offset predictor. For example, the circuitry may be configured to identify an entry in a multiple-taken-branch prediction table that corresponds to a conditional branch instruction, determine if a confidence level of the entry exceeds a threshold confidence level, and, if so determined, provide multiple taken branch predictions that stem from the conditional branch instruction from the entry in the multiple-taken-branch prediction table. Other embodiments are disclosed and claimed.

Abstract: A memory architecture includes processing circuits co-located with memory subarrays for performing computations within the memory architecture. The memory architecture includes a plurality of decoders in hierarchical levels that include a multicast capability for distributing data or compute operations to individual subarrays. The multicast may be configurable with respect to individual fan-outs at each hierarchical level. A computation workflow may be organized into a compute supertile representing one or more “supertiles” of input data to be processed in the compute supertile. The individual data tiles of the input data supertile may be used by multiple compute tiles executed by the processing circuits of the subarrays, and the data tiles multicast to the respective processing circuits for efficient data loading and parallel computation.

Abstract: A matrix processing engine is provided for efficient matrix computation performed by a dense matrix compute circuit (performing SIMD operations) and a scalar computing core (performing SISD operations). These two processing components operate together to produce output data tiles by feeding results of the dense SIMD operations to the scalar computing core using thread packing and an in-line buffer for accumulating and packing the dense result data. This permits the scalar computing to spawn threads to operate on the dense results as available and without requiring partial or intermediate data read/writes between the dense and scalar computations.

Abstract: Techniques for processing loops are described. An exemplary apparatus at least includes decoder circuitry to decode a single instruction, the single instruction to include a field for an opcode, the opcode to indicate execution circuitry is to perform an operation to configure execution of one or more loops, wherein the one or more loops are to include a plurality of configuration instructions and instructions that are to use metadata generated by ones of the plurality of configuration instructions; and execution circuitry to perform the operation as indicated by the opcode.

Abstract: Methods and apparatus relating to Instruction Set Architecture (ISA) and/or microarchitecture for early pipeline re-steering using load address prediction to mitigate branch misprediction penalties are described. In an embodiment, decode circuitry decodes a load instruction and Load Address Predictor (LAP) circuitry issues a load prefetch request to memory for data for a load operation of the load instruction. Compute circuitry executes an outcome for a branch operation of the load instruction based on the data from the load prefetch request. And re-steering circuitry transmits a signal to cause flushing of data associated with the load instruction in response to a mismatch between the outcome for the branch operation and a stored prediction value for the branch. Other embodiments are also disclosed and claimed.

Abstract: A processor comprises a microarchitectural feature and dynamic tuning unit (DTU) circuitry. The processor executes a program for first and second execution windows with the microarchitectural feature disabled and enabled, respectively. The DTU circuitry automatically determines whether the processor achieved worse performance in the second execution window. In response to determining that the processor achieved worse performance in the second execution window, the DTU circuitry updates a usefulness state for a selected address of the program to denote worse performance. In response to multiple consecutive determinations that the processor achieved worse performance with the microarchitectural feature enabled, the DTU circuitry automatically updates the usefulness state to denote a confirmed bad state.

Abstract: An example apparatus for selecting keypoints in image includes a keypoint detector to detect keypoints in a plurality of received images. The apparatus also includes a score calculator to calculate a keypoint score for each of the detected keypoints based on a descriptor score indicating descriptor invariance. The apparatus includes a keypoint selector to select keypoints based on the calculated keypoint scores. The apparatus also further includes a descriptor calculator to calculate descriptors for each of the selected keypoints. The apparatus also includes a descriptor matcher to match corresponding descriptors between images in the plurality of received images. The apparatus further also includes a feature tracker to track a feature in the plurality of images based on the matched descriptors.

Abstract: Apparatuses and articles of manufacture are disclosed. An example apparatus includes an activation function control and decode circuitry to populate an input buffer circuitry with an input data element bit subset of less than a threshold number of bits of the input data element retrieved from the memory circuitry. The activation function and control circuitry also populate a kernel weight buffer circuitry with a weight data element bit subset of less than the threshold number of bits of the weight data element retrieved from the memory circuitry. The apparatus also including a preprocessor circuitry to calculate a partial convolution value of at least a portion of the input data element bit subset and the weight data element bit subset to determine a predicted sign of the partial convolution value.

Abstract: Technologies disclosed herein provide one example of a system that includes processor circuitry to be communicatively coupled to a memory circuitry. The processor circuitry is to receive a memory access request corresponding to an application for access to an address range in a memory allocation of the memory circuitry and to locate a metadata region within the memory allocation. The processor circuitry is also to, in response to a determination that the address range includes at least a portion of the metadata region, obtain first metadata stored in the metadata region, use the first metadata to determine an alternate memory address in a relocation region, and read, at the alternate memory address, displaced data from the portion of the metadata region included in the address range of the memory allocation. The address range includes one or more bytes of an expected allocation region of the memory allocation.

Abstract: A method is described. The method includes receiving a read or write request for a cache line. The method includes directing the request to a set of logical super lines based on the cache line's system memory address. The method includes associating the request with a cache line of the set of logical super lines. The method includes, if the request is a write request: compressing the cache line to form a compressed cache line, breaking the cache line down into smaller data units and storing the smaller data units into a memory side cache. The method includes, if the request is a read request: reading smaller data units of the compressed cache line from the memory side cache and decompressing the cache line.

Abstract: System and method for prefetching pointer-referenced data. A method embodiment includes: tracking a plurality of load instructions which includes a first load instruction to access a first data that identifies a first memory location; detecting a second load instruction which accesses a second memory location for a second data, the second memory location matching the first memory location identified by the first data; responsive to the detecting, updating a list of pointer load instructions to include information identifying the first load instruction as a pointer load instruction; prefetching a third data for a third load instruction prior to executing the third load instruction; identifying the third load instruction as a pointer load instruction based on information from the list of pointer load instructions and responsively prefetching a fourth data from a fourth memory location, wherein the fourth memory location is identified by the third data.

Abstract: Methods and apparatuses relating to instruction set architecture (ISA) based and automatic load tracking hardware for opportunistic re-steer of data-dependent flaky branches are described.

Abstract: Systems, methods, and apparatuses relating to circuitry to implement a duplication resistant on-die irregular data prefetcher are described.

Abstract: System and method for prefetching pointer-referenced data. A method embodiment includes: tracking a plurality of load instructions which includes a first load instruction to access a first data that identifies a first memory location; detecting a second load instruction which accesses a second memory location for a second data, the second memory location matching the first memory location identified by the first data; responsive to the detecting, updating a list of pointer load instructions to include information identifying the first load instruction as a pointer load instruction; prefetching a third data for a third load instruction prior to executing the third load instruction; identifying the third load instruction as a pointer load instruction based on information from the list of pointer load instructions and responsively prefetching a fourth data from a fourth memory location, wherein the fourth memory location is identified by the third data.

Abstract: Disclosed Methods, Apparatus, and articles of manufacture to profile page tables for memory management are disclosed. An example apparatus includes a processor to execute computer readable instructions to: profile a first page at a first level of a page table as not part of a target group; and in response to profiling the first page as not part of the target group, label a data page at a second level that corresponds to the first page as not part of the target group, the second level being lower than the first level.

Abstract: A system is provided that includes a bit vector-based distance counter circuitry configured to generate one or more bit vectors encoded with information about potential matches and edits between a read and a reference genome, wherein the read comprises an encoding of a fragment of deoxyribonucleic acid (DNA) encoded via bases G, A, T, C. The system further includes a bit vector-based traceback circuitry configured to divide the reference genome into one or more windows and to use the plurality of bit vectors to generate a traceback output for each of the one or more windows, wherein the traceback output comprises a match, a substitution, an insert, a delete, or a combination thereof, between the read and the one or more windows.

Abstract: Described are mechanisms and methods for amortizing the cost of address decode, row-decode and wordline firing across multiple read accesses (instead of just on one read access). Some or all memory locations that share a wordline (WL) may be read, by walking through column multiplexor addresses (instead of just reading out one column multiplexor address per WL fire or memory access). The mechanisms and methods disclosed herein may advantageously enable N distinct memory words to be read out if the array uses an N-to-1 column multiplexor. Since memories such as embedded DRAMs (eDRAMs) may undergo a destructive read, for a given WL fire, a design may be disposed to sense N distinct memory words and restore them in order.