Apple Inc.

Electro Scientific Industries, Inc.

James S Ismail

Keith Alan Cox

John Gregory Dorsey

Patrick Y Law

Robert A Drebin

Gaurav Kapoor

Achmed Rumi Zahir

Bryan R Hinch

Mark Alan Unrath

Inder M Sodhi

Hisashi Matsumoto

Andrei Dorofeev

Aditya Venkataraman

William J Jordens

Brian J Lineburg

Cyril De La Cropte De Chanterac

John Meron Ananny

James Michael Magee

Russell Alexader Blaine

Daniel Allen Chimene

Jeremy C Andrus

Jan Krellner

Constantin Pistol

Nigel R Gamble

Ron Neuman

Reza Arastoo

Daniele Perretta

Carmel Yamberger

Norman Jay Rohrer

Jay S Nigen

Antonietta Oliva

Michael Eng

Nagarajan Kalyanasundaram

Richard H Tan

Evan M Hoke

Ching Elizabeth Ho

Shirin Dadashi

Mohsen Heidarinejad

Diwakar N Tundlam

Douglas A MacKay

Techniques are disclosed relating to electromigration control implemented by a power management unit. In some embodiments, the power management unit itself is configured to monitor operating conditions, implement control for one or more electromigration loops, and send reduction alerts, via an inter-chip interconnect, to the processor circuitry it powers. In some embodiments, the power management unit implements both thermal and electromigration control loops. Disclosed techniques may advantageously reduce or avoid electromigration issues, potentially with reduced impact on processor performance relative to traditional techniques.

PMU-side electromigration control

In one embodiment, a system includes power management control that controls a duty cycle of a processor to manage power. The duty cycle may be the amount of time that the processor is powered on as a percentage of the total time. By frequently powering up and powering down the processor during a period of time, the power consumption of the processor may be controlled while providing the perception that the processor is continuously available. For example, the processor may be a graphics processing unit (GPU), and the period of time over which the duty cycle is managed may be a frame to be displayed on the display screen viewed by a user of the system.

Power management for a graphics processing unit or other circuit

Techniques are disclosed relating to thermal control implemented by a power management unit. In some embodiments, the power management unit itself is configured to monitor thermal conditions, implement control for one or more thermal loops, and send reduction alerts, via an inter-chip interconnect, to the processor circuitry it powers. In some embodiments, the power management unit implements both thermal and electromigration control loops. Disclosed techniques may advantageously reduce or avoid thermal issues, potentially with reduced impact on processor performance relative to traditional techniques.

PMU-side thermal control

Embodiments are presented herein of, inter alia, systems, devices, and associated methods for allocating and distributing power management budgets for classes of tasks being executed by a computer system, based on thermal feedback loops. Specifically, multiple quality-of-service (QoS) tiers may be defined, and each QoS tier may be allocated power based on a different set of thermal feedback loops. QoS tiers including tasks that are invisible to the user may be mitigated more aggressively than QoS tiers including tasks that are visibly supporting user operations.

Quality of service tier thermal control

A laser processing system for micromachining a workpiece includes a laser source to generate laser pulses for processing a feature in a workpiece, a galvanometer-driven (galvo) subsystem to impart a first relative movement of a laser beam spot position along a processing trajectory with respect to the surface of the workpiece, and an acousto-optic deflector (AOD) subsystem to effectively widen a laser beam spot along a direction perpendicular to the processing trajectory. The AOD subsystem may include a combination of AODs and electro-optic deflectors. The AOD subsystem may vary an intensity profile of laser pulses as a function of deflection position along a dither direction to selectively shape the feature in the dither direction. The shaping may be used to intersect features on the workpiece. The AOD subsystem may also provide rastering, galvo error position correction, power modulation, and/or through-the-lens viewing of and alignment to the workpiece.

Acousto-optic deflector applications in laser processing of dielectric or other materials

Systems and methods are disclosed for scheduling threads on a processor that has at least two different core types, such as an asymmetric multiprocessing system. Each core type can run at a plurality of selectable voltage and frequency scaling (DVFS) states. Threads from a plurality of processes can be grouped into thread groups. Execution metrics are accumulated for threads of a thread group and fed into a plurality of tunable controllers for the thread group. A closed loop performance control (CLPC) system determines a control effort for the thread group and maps the control effort to a recommended core type and DVFS state. A closed loop thermal and power management system can limit the control effort determined by the CLPC for a thread group, and limit the power, core type, and DVFS states for the system. Deferred interrupts can be used to increase performance.

Scheduler for amp architecture with closed loop performance and thermal controller

Systems and methods are disclosed for allocating and distributing power management budgets for subsystems (e.g., power usage clients) of a computer system. A power budget allocation subsystem may include a plurality of feedback branches having different associated time constants. Power usage clients with slower power response times may be provided power budgets based on a feedback branch having an associated longer time constant, while power usage clients with faster power response times may be provided with power budgets based on a feedback branch having an associated shorter time constant. The power budgets may be determined in the feedback branches based on power budgeting policies weighting the power budget of each subsystem relative to total power mitigation.

Coherent power management system for managing clients of varying power usage adaptability

The invention provides a technique for targeted scaling of the voltage and/or frequency of a processor included in a computing device. One embodiment involves scaling the voltage/frequency of the processor based on the number of frames per second being input to a frame buffer in order to reduce or eliminate choppiness in animations shown on a display of the computing device. Another embodiment of the invention involves scaling the voltage/frequency of the processor based on a utilization rate of the GPU in order to reduce or eliminate any bottleneck caused by slow issuance of instructions from the CPU to the GPU. Yet another embodiment of the invention involves scaling the voltage/frequency of the CPU based on specific types of instructions being executed by the CPU. Further embodiments include scaling the voltage and/or frequency of a CPU when the CPU executes workloads that have characteristics of traditional desktop/laptop computer applications.

Closed loop CPU performance control

Scheduler for amp architecture using a closed loop performance and thermal controller

In an embodiment, an electronic device includes a package power zone controller. The device monitors the overall power consumption of multiple components of a 'package.' The package power zone controller may detect workloads in which the package components (e.g. different types of processors, peripheral hardware, etc.) are each consuming relatively low levels of power, but the overall power consumption is greater than a desired target. The package power zone controller may implement various mechanisms to reduce power consumption in such cases.

Package power zone for limiting power consumption even when individual consumers do not exceed individual limits

Systems and methods are disclosed for determining a current machine state of a processing device, predicting a future processing task to be performed by the processing device at a future time, and predicting a list of intervening processing tasks to be performed by a first time (e.g. a current time) and the start of the future processing task. The future processing task has an associated initial state. A feed-forward thermal prediction model determines a predicted future machine state at the time for starting the future processing task. Heat mitigation processes can be applied in advance of the starting of the future processing task, to meet the future initial machine state for starting the future processing task.

Predictive control systems and methods

Growing community of inventors

San Jose, CA, United States of America

James S Ismail