Abstract: The computer-assisted parallelization of a task capable of being accomplished by a pre-trained machine learning model. Multiple learner models are created by, for each of at least some of the parallel compute resources, selecting one or more characteristics of a learner model based on one or more characteristics of the corresponding compute resource on which the learner model is to run. The learner models are then taught. The teaching occurs such that the learner model is capable of generating a task result when given the task. At task time, the tasks results are then aggregated to generate an aggregated task result. The learner models are thus collectively tailored to run efficiently on the corresponding hardware.

Abstract: A processing unit includes compute units partitioned into one or islands that are provided with operating voltages and clock signals having clock frequencies independent of providing operating voltages or clock signals to other islands of compute units. The processing unit also includes dynamic voltage and frequency scaling (DVFS) hardware configured to compute one or more numbers of active memory barriers in the one or more islands. The DVFS hardware is also configured to modify the operating voltages or clock frequencies provided to the one or more islands in response to a change in numbers of active memory barriers in the one or more islands. In some cases, the operating voltage or clock frequency provided to an island is increased in response to the number of active memory barriers in the island decreasing. The operating voltage or clock frequency provided to the island is decreased in response to the number of active memory barriers in the island increasing.

Abstract: A dynamically configurable overprovisioned microprocessor optimally supports a variety of different compute application workloads and with the capability to tradeoff among compute performance, energy consumption, and clock frequency on a per-compute application basis, using general-purpose microprocessor designs. In some embodiments, the overprovisioned microprocessor comprises a physical compute resource and a dynamic configuration logic configured to: detect an activation-warranting operating condition; undarken the physical compute resource responsive to detecting the activation-warranting operating condition; detect a configuration-warranting operating condition; and configure the overprovisioned microprocessor to use the undarkened physical compute resource responsive to detecting the configuration-warranting operating condition.

Abstract: Systems and methods are disclosed that map quantum circuits to physical qubits of a quantum computer. Techniques are disclosed to generate a graph that characterizes the physical qubits of the quantum computer and to compute the resource requirements of each circuit of the quantum circuits. For each circuit, the graph is searched for a subgraph that matches the resource requirements of the circuit, based on a density matrix. Physical qubits, defined by the matching subgraph, are then allocated to the logical qubits of the circuit.

Abstract: In accordance with described techniques for VLIW Dynamic Communication, an instruction that causes dynamic communication of data to at least one processing element of a very long instruction word (VLIW) machine is dispatched to a plurality of processing elements of the VLIW machine. A first count of data communications issued by the plurality of processing elements and a second count of data communications served by the plurality of processing elements are maintained. At least one additional instruction is determined for dispatch to the plurality of processing elements of the VLIW machine based on the first count and the second count. For example, an instruction that is independent of the instruction is determined for dispatch while the first count and the second count are unequal, and an instruction that is dependent on the instruction is determined for dispatch based on the first count and the second count being equal.

Abstract: VLIW directed Power Management is described. In accordance with described techniques, a program is compiled to generate instructions for execution by a very long instruction word machine. During the compiling, power configurations for the very long instruction word machine to execute the instructions are determined, and fields of the instructions are populated with the power configurations. In one or more implementations, an instruction that includes a power configuration for the very long instruction word machine and operations for execution by the very long instruction word machine is obtained. A power setting of the very long instruction word machine is adjusted based on the power configuration of the instruction, and the operations of the instruction are executed by the very long instruction word machine.

Abstract: Systems, methods, devices, and computer-implemented instructions for processor power management implemented in a compiler. In some implementations, a characteristic of code is determined. An instruction based on the determined characteristic is inserted into the code. The code and inserted instruction are compiled to generate compiled code. The compiled code is output.

Abstract: A processor includes a controller and plurality of chiplets, each chiplet including a plurality of processor cores. The controller provides chiplet-level performance information for the chiplets that identifies a performance of each chiplet at each of a plurality of performance levels for specified sets of processor cores on that chiplet. The controller receives an identification of one or more selected chiplets from among the plurality of chiplets for which a specified number of processor cores are to be configured at a given performance level, the one or more selected chiplets having been selected based on the chiplet-level performance information and performance requirements. The controller configures the specified number of processor cores of the one or more selected chiplets at the given performance level. A task is then run on the specified number of processor cores of the one or more selected chiplets at the given performance level.

Abstract: Systems, methods, devices, and computer-implemented instructions for processor power management implemented in a compiler. In some implementations, a characteristic of code is determined. An instruction based on the determined characteristic is inserted into the code. The code and inserted instruction are compiled to generate compiled code. The compiled code is output.

Abstract: VLIW directed Power Management is described. In accordance with described techniques, a program is compiled to generate instructions for execution by a very long instruction word machine. During the compiling, power configurations for the very long instruction word machine to execute the instructions are determined, and fields of the instructions are populated with the power configurations. In one or more implementations, an instruction that includes a power configuration for the very long instruction word machine and operations for execution by the very long instruction word machine is obtained. A power setting of the very long instruction word machine is adjusted based on the power configuration of the instruction, and the operations of the instruction are executed by the very long instruction word machine.

Abstract: A processor includes a controller and plurality of chiplets, each chiplet including a plurality of processor cores. The controller provides chiplet-level performance information for the chiplets that identifies a performance of each chiplet at each of a plurality of performance levels for specified sets of processor cores on that chiplet. The controller receives an identification of one or more selected chiplets from among the plurality of chiplets for which a specified number of processor cores are to be configured at a given performance level, the one or more selected chiplets having been selected based on the chiplet-level performance information and performance requirements. The controller configures the specified number of processor cores of the one or more selected chiplets at the given performance level. A task is then run on the specified number of processor cores of the one or more selected chiplets at the given performance level.

Abstract: An electronic device includes a quantum processor having a plurality of qubits and a processor. The processor runs a plurality of instances of a quantum program substantially in parallel on the quantum processor using a separate set of qubits from among the plurality of qubits for each instance of the quantum program. The processor then acquires an output for each instance of the quantum program from the quantum processor. The processor next uses the outputs for generating an output of the quantum program.

Abstract: Systems and methods are disclosed that map quantum circuits to physical qubits of a quantum computer. Techniques are disclosed to generate a graph that characterizes the physical qubits of the quantum computer and to compute the resource requirements of each circuit of the quantum circuits. For each circuit, the graph is searched for a subgraph that matches the resource requirements of the circuit, based on a density matrix. Physical qubits, defined by the matching subgraph, are then allocated to the logical qubits of the circuit.

Abstract: An integrated circuit includes a network on chip (NOC) that includes a plurality of processing elements and a plurality of NOC nodes, interconnected to the plurality of processing elements. The integrated circuit includes logic that is configured to: increment by one, a virtual channel identifier to produce an incremented destination VC identifier, the virtual channel (VC) identifier associated with at least portion of a packet stored in at least one virtual channel buffer; determine that a destination virtual channel buffer corresponding to the incremented destination VC identifier in a destination NOC node in the NOC is available to store the portion of the packet; and in response to the determination, send the portion of the packet and the incremented destination VC identifier to the destination NOC node.

Abstract: A processor sets memory timing parameters based on a profile of a workload to be executed at the processor and based on a thermal budget associated with the processor. For a given workload and amount of available thermal headroom, as indicated by a detected temperature, the processor adjusts one or more of the memory timing parameters according to the workload profile. The processor is thereby able to tailor the memory timing parameters according to the memory access behavior of the workload, improving overall processing efficiency.

Abstract: A processing unit includes compute units partitioned into one or islands that are provided with operating voltages and clock signals having clock frequencies independent of providing operating voltages or clock signals to other islands of compute units. The processing unit also includes dynamic voltage and frequency scaling (DVFS) hardware configured to compute one or more numbers of active memory barriers in the one or more islands. The DVFS hardware is also configured to modify the operating voltages or clock frequencies provided to the one or more islands in response to a change in numbers of active memory barriers in the one or more islands. In some cases, the operating voltage or clock frequency provided to an island is increased in response to the number of active memory barriers in the island decreasing. The operating voltage or clock frequency provided to the island is decreased in response to the number of active memory barriers in the island increasing.

Abstract: Systems, methods, devices, and computer-implemented instructions for processor power management implemented in a compiler. In some implementations, a characteristic of code is determined. An instruction based on the determined characteristic is inserted into the code. The code and inserted instruction are compiled to generate compiled code. The compiled code is output.

Abstract: A dynamically configurable overprovisioned microprocessor optimally supports a variety of different compute application workloads and with the capability to tradeoff among compute performance, energy consumption, and clock frequency on a per-compute application basis, using general-purpose microprocessor designs. In some embodiments, the overprovisioned microprocessor comprises a physical compute resource and a dynamic configuration logic configured to: detect an activation-warranting operating condition; undarken the physical compute resource responsive to detecting the activation-warranting operating condition; detect a configuration-warranting operating condition; and configure the overprovisioned microprocessor to use the undarkened physical compute resource responsive to detecting the configuration-warranting operating condition.

Abstract: A processing unit includes compute units partitioned into one or islands that are provided with operating voltages and clock signals having clock frequencies independent of providing operating voltages or clock signals to other islands of compute units. The processing unit also includes dynamic voltage and frequency scaling (DVFS) hardware configured to compute one or more numbers of active memory barriers in the one or more islands. The DVFS hardware is also configured to modify the operating voltages or clock frequencies provided to the one or more islands in response to a change in numbers of active memory barriers in the one or more islands. In some cases, the operating voltage or clock frequency provided to an island is increased in response to the number of active memory barriers in the island decreasing. The operating voltage or clock frequency provided to the island is decreased in response to the number of active memory barriers in the island increasing.

Abstract: An integrated circuit includes, a network on chip (NOC) that includes a plurality of processing elements and a plurality of NOC nodes, interconnected to the plurality of processing elements. The integrated circuit includes logic that is configured to: increment by one, a virtual channel identifier to produce an incremented destination VC identifier, the virtual channel (VC) identifier associated with at least portion of a packet stored in at least one virtual channel buffer; determine that a destination virtual channel buffer corresponding to the incremented destination VC identifier in a destination NOC node in the NOC is available to store the portion of the packet; and in response to the determination, send the portion of the packet and the incremented destination VC identifier to the destination NOC node.