公开(公告)号：US11579934B2

公开(公告)日：2023-02-14

申请号：US17208928

申请日：2021-03-22

Applicant: Apple Inc.

Inventor： Jeremy C. Andrus ,  John G. Dorsey ,  James M. Magee ,  Daniel A. Chimene ,  Cyril de la Cropte de Chanterac ,  Bryan R. Hinch ,  Aditya Venkataraman ,  Andrei Dorofeev ,  Nigel R. Gamble ,  Russell A. Blaine ,  Constantin Pistol ,  James S. Ismail

IPC: G06F9/50 ,  G06F9/48 ,  G06F1/3234 ,  G06F1/329 ,  G06F1/3296 ,  G06F9/38 ,  G06F9/26 ,  G06F9/54 ,  G06F1/20 ,  G06F1/324 ,  G06F1/3206 ,  G06F9/30

Abstract: 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.

公开(公告)号：US20210349726A1

公开(公告)日：2021-11-11

申请号：US17384399

申请日：2021-07-23

Applicant: Apple Inc.

Inventor： Aditya Venkataraman ,  Bryan R. Hinch ,  John G. Dorsey

IPC: G06F9/38 ,  G06F1/3228 ,  G06F1/3296 ,  G06F9/48 ,  G06F9/50

Abstract: Closed loop performance controllers of asymmetric multiprocessor systems may be configured and operated to improve performance and power efficiency of such systems by adjusting control effort parameters that determine the dynamic voltage and frequency state of the processors and coprocessors of the system in response to the workload. One example of such an arrangement includes applying hysteresis to the control effort parameter and/or seeding the control effort parameter so that the processor or coprocessor receives a returning workload in a higher performance state. Another example of such an arrangement includes deadline driven control, in which the control effort parameter for one or more processing agents may be increased in response to deadlines not being met for a workload and/or decreased in response to deadlines being met too far in advance. The performance increase/decrease may be determined by comparison of various performance metrics for each of the processing agents.

公开(公告)号：US20210318909A1

公开(公告)日：2021-10-14

申请号：US17208928

申请日：2021-03-22

Applicant: Apple Inc.

Inventor： Jeremy C. Andrus ,  John G. Dorsey ,  James M. Magee ,  Daniel A. Chimene ,  Cyril de la Cropte de Chanterac ,  Bryan R. Hinch ,  Aditya Venkataraman ,  Andrei Dorofeev ,  Nigel R. Gamble ,  Russell A. Blaine ,  Constantin Pistol ,  James S. Ismail

IPC: G06F9/50 ,  G06F9/48 ,  G06F1/3234 ,  G06F1/329 ,  G06F1/3296 ,  G06F9/38 ,  G06F9/26 ,  G06F9/54 ,  G06F1/20 ,  G06F1/324

Abstract: 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.

公开(公告)号：US20200073671A1

公开(公告)日：2020-03-05

申请号：US16376785

申请日：2019-04-05

Applicant: Apple Inc.

Inventor： Aditya Venkataraman ,  Bryan R. Hinch ,  John G. Dorsey

IPC: G06F9/38 ,  G06F9/48 ,  G06F1/3296 ,  G06F1/3228

Abstract: Closed loop performance controllers of asymmetric multiprocessor systems may be configured and operated to improve performance and power efficiency of such systems by adjusting control effort parameters that determine the dynamic voltage and frequency state of the processors and coprocessors of the system in response to the workload. One example of such an arrangement includes applying hysteresis to the control effort parameter and/or seeding the control effort parameter so that the processor or coprocessor receives a returning workload in a higher performance state. Another example of such an arrangement includes deadline driven control, in which the control effort parameter for one or more processing agents may be increased in response to deadlines not being met for a workload and/or decreased in response to deadlines being met too far in advance. The performance increase/decrease may be determined by comparison of various performance metrics for each of the processing agents.

公开(公告)号：US20180349186A1

公开(公告)日：2018-12-06

申请号：US15870764

申请日：2018-01-12

Applicant: Apple Inc.

Inventor： Jeremy C. Andrus ,  John G. Dorsey ,  James M. Magee ,  Daniel A. Chimene ,  Cyril de la Cropte de Chanterac ,  Bryan R. Hinch ,  Aditya Venkataraman ,  Andrei Dorofeev ,  Nigel R. Gamble ,  Russell A. Blaine ,  Constantin Pistol

IPC: G06F9/48 ,  G06F9/50

Abstract: 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.

公开(公告)号：US11360820B2

公开(公告)日：2022-06-14

申请号：US15996469

申请日：2018-06-02

Applicant: Apple Inc.

Inventor： John G. Dorsey ,  Daniel A. Chimene ,  Andrei Dorofeev ,  Bryan R. Hinch ,  Evan M. Hoke ,  Aditya Venkataraman

IPC: G06F9/50 ,  G06F9/48 ,  G06F1/3234 ,  G06F1/329 ,  G06F1/3296 ,  G06F9/38 ,  G06F9/26 ,  G06F9/54 ,  G06F1/20 ,  G06F1/324 ,  G06F1/3206 ,  G06F9/30

Abstract: Systems and methods are disclosed for scheduling threads on an asymmetric multiprocessing system having multiple core types. 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. 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. Metrics for workloads offloaded to co-processors can be tracked and integrated into metrics for the offloading thread group.

公开(公告)号：US11119788B2

公开(公告)日：2021-09-14

申请号：US16376785

申请日：2019-04-05

Applicant: Apple Inc.

Inventor： Aditya Venkataraman ,  Bryan R. Hinch ,  John G. Dorsey

IPC: G06F1/00 ,  G06F9/38 ,  G06F1/3228 ,  G06F1/3296 ,  G06F9/48 ,  G06F9/50

Abstract: Closed loop performance controllers of asymmetric multiprocessor systems may be configured and operated to improve performance and power efficiency of such systems by adjusting control effort parameters that determine the dynamic voltage and frequency state of the processors and coprocessors of the system in response to the workload. One example of such an arrangement includes applying hysteresis to the control effort parameter and/or seeding the control effort parameter so that the processor or coprocessor receives a returning workload in a higher performance state. Another example of such an arrangement includes deadline driven control, in which the control effort parameter for one or more processing agents may be increased in response to deadlines not being met for a workload and/or decreased in response to deadlines being met too far in advance. The performance increase/decrease may be determined by comparison of various performance metrics for each of the processing agents.

公开(公告)号：US20210247985A1

公开(公告)日：2021-08-12

申请号：US17244377

申请日：2021-04-29

Applicant: Apple Inc.

Inventor： Aditya Venkataraman ,  Bryan R. Hinch ,  John G. Dorsey

IPC: G06F9/38 ,  G06F9/48 ,  G06F1/3296 ,  G06F1/3228 ,  G06F9/50

Abstract: Closed loop performance controllers of asymmetric multiprocessor systems may be configured and operated to improve performance and power efficiency of such systems by adjusting control effort parameters that determine the dynamic voltage and frequency state of the processors and coprocessors of the system in response to the workload. One example of such an arrangement includes applying hysteresis to the control effort parameter and/or seeding the control effort parameter so that the processor or coprocessor receives a returning workload in a higher performance state. Another example of such an arrangement includes deadline driven control, in which the control effort parameter for one or more processing agents may be increased in response to deadlines not being met for a workload and/or decreased in response to deadlines being met too far in advance. The performance increase/decrease may be determined by comparison of various performance metrics for each of the processing agents.

公开(公告)号：US11080095B2

公开(公告)日：2021-08-03

申请号：US15870766

申请日：2018-01-12

Applicant: Apple Inc.

Inventor： Jeremy C. Andrus ,  John G. Dorsey ,  James M. Magee ,  Daniel A. Chimene ,  Cyril de la Cropte de Chanterac ,  Bryan R. Hinch ,  Aditya Venkataraman ,  Andrei Dorofeev ,  Nigel R. Gamble ,  Russell A. Blaine ,  Constantin Pistol

IPC: G06F9/46 ,  G06F9/50 ,  G06F9/48 ,  G06F1/3234 ,  G06F1/329 ,  G06F1/3296 ,  G06F9/38 ,  G06F9/26 ,  G06F9/54 ,  G06F1/20 ,  G06F1/324 ,  G06F1/3206 ,  G06F9/30

Abstract: 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.

公开(公告)号：US20200073714A1

公开(公告)日：2020-03-05

申请号：US16376828

申请日：2019-04-05

Applicant: Apple Inc.

Inventor： Aditya Venkataraman ,  Bryan R. Hinch ,  John G. Dorsey

IPC: G06F9/48 ,  G06F9/38 ,  G06F9/50

Abstract: Closed loop performance controllers of asymmetric multiprocessor systems may be configured and operated to improve performance and power efficiency of such systems by adjusting control effort parameters that determine the dynamic voltage and frequency state of the processors and coprocessors of the system in response to the workload. One example of such an arrangement includes applying hysteresis to the control effort parameter and/or seeding the control effort parameter so that the processor or coprocessor receives a returning workload in a higher performance state. Another example of such an arrangement includes deadline driven control, in which the control effort parameter for one or more processing agents may be increased in response to deadlines not being met for a workload and/or decreased in response to deadlines being met too far in advance. The performance increase/decrease may be determined by comparison of various performance metrics for each of the processing agents.