Documentation/power/energy-model.rst - SHIFTPHONES/mainline/linux - Gitiles

 .. SPDX-License-Identifier: GPL-2.0

 =======================
 Energy Model of devices
 =======================

 1. Overview
 -----------

 The Energy Model (EM) framework serves as an interface between drivers knowing
 the power consumed by devices at various performance levels, and the kernel
 subsystems willing to use that information to make energy-aware decisions.

 The source of the information about the power consumed by devices can vary greatly
 from one platform to another. These power costs can be estimated using
 devicetree data in some cases. In others, the firmware will know better.
 Alternatively, userspace might be best positioned. And so on. In order to avoid
 each and every client subsystem to re-implement support for each and every
 possible source of information on its own, the EM framework intervenes as an
 abstraction layer which standardizes the format of power cost tables in the
 kernel, hence enabling to avoid redundant work.

 The power values might be expressed in milli-Watts or in an 'abstract scale'.
 Multiple subsystems might use the EM and it is up to the system integrator to
 check that the requirements for the power value scale types are met. An example
 can be found in the Energy-Aware Scheduler documentation
 Documentation/scheduler/sched-energy.rst. For some subsystems like thermal or
 powercap power values expressed in an 'abstract scale' might cause issues.
 These subsystems are more interested in estimation of power used in the past,
 thus the real milli-Watts might be needed. An example of these requirements can
 be found in the Intelligent Power Allocation in
 Documentation/driver-api/thermal/power_allocator.rst.
 Kernel subsystems might implement automatic detection to check whether EM
 registered devices have inconsistent scale (based on EM internal flag).
 Important thing to keep in mind is that when the power values are expressed in
 an 'abstract scale' deriving real energy in milli-Joules would not be possible.

 The figure below depicts an example of drivers (Arm-specific here, but the
 approach is applicable to any architecture) providing power costs to the EM
 framework, and interested clients reading the data from it::

        +---------------+  +-----------------+  +---------------+
        | Thermal (IPA) |  | Scheduler (EAS) |  |     Other     |
        +---------------+  +-----------------+  +---------------+
                |                   | em_cpu_energy()   |
                |                   | em_cpu_get()      |
                +---------+         |         +---------+
                          |         |         |
                          v         v         v
                         +---------------------+
                         |    Energy Model     |
                         |     Framework       |
                         +---------------------+
                            ^       ^       ^
                            |       |       | em_dev_register_perf_domain()
                 +----------+       |       +---------+
                 |                  |                 |
         +---------------+  +---------------+  +--------------+
         |  cpufreq-dt   |  |   arm_scmi    |  |    Other     |
         +---------------+  +---------------+  +--------------+
                 ^                  ^                 ^
                 |                  |                 |
         +--------------+   +---------------+  +--------------+
         | Device Tree  |   |   Firmware    |  |      ?       |
         +--------------+   +---------------+  +--------------+

 In case of CPU devices the EM framework manages power cost tables per
 'performance domain' in the system. A performance domain is a group of CPUs
 whose performance is scaled together. Performance domains generally have a
 1-to-1 mapping with CPUFreq policies. All CPUs in a performance domain are
 required to have the same micro-architecture. CPUs in different performance
 domains can have different micro-architectures.


 2. Core APIs
 ------------

 2.1 Config options
 ^^^^^^^^^^^^^^^^^^

 CONFIG_ENERGY_MODEL must be enabled to use the EM framework.


 2.2 Registration of performance domains
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

 Registration of 'advanced' EM
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

 The 'advanced' EM gets it's name due to the fact that the driver is allowed
 to provide more precised power model. It's not limited to some implemented math
 formula in the framework (like it's in 'simple' EM case). It can better reflect
 the real power measurements performed for each performance state. Thus, this
 registration method should be preferred in case considering EM static power
 (leakage) is important.

 Drivers are expected to register performance domains into the EM framework by
 calling the following API::

   int em_dev_register_perf_domain(struct device *dev, unsigned int nr_states,
 		struct em_data_callback *cb, cpumask_t *cpus, bool milliwatts);

 Drivers must provide a callback function returning <frequency, power> tuples
 for each performance state. The callback function provided by the driver is free
 to fetch data from any relevant location (DT, firmware, ...), and by any mean
 deemed necessary. Only for CPU devices, drivers must specify the CPUs of the
 performance domains using cpumask. For other devices than CPUs the last
 argument must be set to NULL.
 The last argument 'milliwatts' is important to set with correct value. Kernel
 subsystems which use EM might rely on this flag to check if all EM devices use
 the same scale. If there are different scales, these subsystems might decide
 to: return warning/error, stop working or panic.
 See Section 3. for an example of driver implementing this
 callback, or Section 2.4 for further documentation on this API

 Registration of 'simple' EM
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~

 The 'simple' EM is registered using the framework helper function
 cpufreq_register_em_with_opp(). It implements a power model which is tight to
 math formula::

 	Power = C * V^2 * f

 The EM which is registered using this method might not reflect correctly the
 physics of a real device, e.g. when static power (leakage) is important.


 2.3 Accessing performance domains
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

 There are two API functions which provide the access to the energy model:
 em_cpu_get() which takes CPU id as an argument and em_pd_get() with device
 pointer as an argument. It depends on the subsystem which interface it is
 going to use, but in case of CPU devices both functions return the same
 performance domain.

 Subsystems interested in the energy model of a CPU can retrieve it using the
 em_cpu_get() API. The energy model tables are allocated once upon creation of
 the performance domains, and kept in memory untouched.

 The energy consumed by a performance domain can be estimated using the
 em_cpu_energy() API. The estimation is performed assuming that the schedutil
 CPUfreq governor is in use in case of CPU device. Currently this calculation is
 not provided for other type of devices.

 More details about the above APIs can be found in ``<linux/energy_model.h>``
 or in Section 2.4


 2.4 Description details of this API
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 .. kernel-doc:: include/linux/energy_model.h
    :internal:

 .. kernel-doc:: kernel/power/energy_model.c
    :export:


 3. Example driver
 -----------------

 The CPUFreq framework supports dedicated callback for registering
 the EM for a given CPU(s) 'policy' object: cpufreq_driver::register_em().
 That callback has to be implemented properly for a given driver,
 because the framework would call it at the right time during setup.
 This section provides a simple example of a CPUFreq driver registering a
 performance domain in the Energy Model framework using the (fake) 'foo'
 protocol. The driver implements an est_power() function to be provided to the
 EM framework::

   -> drivers/cpufreq/foo_cpufreq.c

   01	static int est_power(unsigned long *mW, unsigned long *KHz,
   02			struct device *dev)
   03	{
   04		long freq, power;
   05
   06		/* Use the 'foo' protocol to ceil the frequency */
   07		freq = foo_get_freq_ceil(dev, *KHz);
   08		if (freq < 0);
   09			return freq;
   10
   11		/* Estimate the power cost for the dev at the relevant freq. */
   12		power = foo_estimate_power(dev, freq);
   13		if (power < 0);
   14			return power;
   15
   16		/* Return the values to the EM framework */
   17		*mW = power;
   18		*KHz = freq;
   19
   20		return 0;
   21	}
   22
   23	static void foo_cpufreq_register_em(struct cpufreq_policy *policy)
   24	{
   25		struct em_data_callback em_cb = EM_DATA_CB(est_power);
   26		struct device *cpu_dev;
   27		int nr_opp;
   28
   29		cpu_dev = get_cpu_device(cpumask_first(policy->cpus));
   30
   31     	/* Find the number of OPPs for this policy */
   32     	nr_opp = foo_get_nr_opp(policy);
   33
   34     	/* And register the new performance domain */
   35     	em_dev_register_perf_domain(cpu_dev, nr_opp, &em_cb, policy->cpus,
   36					    true);
   37	}
   38
   39	static struct cpufreq_driver foo_cpufreq_driver = {
   40		.register_em = foo_cpufreq_register_em,
   41	};
	.. SPDX-License-Identifier: GPL-2.0

	=======================
	Energy Model of devices
	=======================

	1. Overview
	-----------

	The Energy Model (EM) framework serves as an interface between drivers knowing
	the power consumed by devices at various performance levels, and the kernel
	subsystems willing to use that information to make energy-aware decisions.

	The source of the information about the power consumed by devices can vary greatly
	from one platform to another. These power costs can be estimated using
	devicetree data in some cases. In others, the firmware will know better.
	Alternatively, userspace might be best positioned. And so on. In order to avoid
	each and every client subsystem to re-implement support for each and every
	possible source of information on its own, the EM framework intervenes as an
	abstraction layer which standardizes the format of power cost tables in the
	kernel, hence enabling to avoid redundant work.

	The power values might be expressed in milli-Watts or in an 'abstract scale'.
	Multiple subsystems might use the EM and it is up to the system integrator to
	check that the requirements for the power value scale types are met. An example
	can be found in the Energy-Aware Scheduler documentation
	Documentation/scheduler/sched-energy.rst. For some subsystems like thermal or
	powercap power values expressed in an 'abstract scale' might cause issues.
	These subsystems are more interested in estimation of power used in the past,
	thus the real milli-Watts might be needed. An example of these requirements can
	be found in the Intelligent Power Allocation in
	Documentation/driver-api/thermal/power_allocator.rst.
	Kernel subsystems might implement automatic detection to check whether EM
	registered devices have inconsistent scale (based on EM internal flag).
	Important thing to keep in mind is that when the power values are expressed in
	an 'abstract scale' deriving real energy in milli-Joules would not be possible.

	The figure below depicts an example of drivers (Arm-specific here, but the
	approach is applicable to any architecture) providing power costs to the EM
	framework, and interested clients reading the data from it::

	+---------------+ +-----------------+ +---------------+
	\| Thermal (IPA) \| \| Scheduler (EAS) \| \| Other \|
	+---------------+ +-----------------+ +---------------+
	\| \| em_cpu_energy() \|
	\| \| em_cpu_get() \|
	+---------+ \| +---------+
	\| \| \|
	v v v
	+---------------------+
	\| Energy Model \|
	\| Framework \|
	+---------------------+
	^ ^ ^
	\| \| \| em_dev_register_perf_domain()
	+----------+ \| +---------+
	\| \| \|
	+---------------+ +---------------+ +--------------+
	\| cpufreq-dt \| \| arm_scmi \| \| Other \|
	+---------------+ +---------------+ +--------------+
	^ ^ ^
	\| \| \|
	+--------------+ +---------------+ +--------------+
	\| Device Tree \| \| Firmware \| \| ? \|
	+--------------+ +---------------+ +--------------+

	In case of CPU devices the EM framework manages power cost tables per
	'performance domain' in the system. A performance domain is a group of CPUs
	whose performance is scaled together. Performance domains generally have a
	1-to-1 mapping with CPUFreq policies. All CPUs in a performance domain are
	required to have the same micro-architecture. CPUs in different performance
	domains can have different micro-architectures.


	2. Core APIs
	------------

	2.1 Config options
	^^^^^^^^^^^^^^^^^^

	CONFIG_ENERGY_MODEL must be enabled to use the EM framework.


	2.2 Registration of performance domains
	^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

	Registration of 'advanced' EM
	~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

	The 'advanced' EM gets it's name due to the fact that the driver is allowed
	to provide more precised power model. It's not limited to some implemented math
	formula in the framework (like it's in 'simple' EM case). It can better reflect
	the real power measurements performed for each performance state. Thus, this
	registration method should be preferred in case considering EM static power
	(leakage) is important.

	Drivers are expected to register performance domains into the EM framework by
	calling the following API::

	int em_dev_register_perf_domain(struct device *dev, unsigned int nr_states,
	struct em_data_callback cb, cpumask_t cpus, bool milliwatts);

	Drivers must provide a callback function returning <frequency, power> tuples
	for each performance state. The callback function provided by the driver is free
	to fetch data from any relevant location (DT, firmware, ...), and by any mean
	deemed necessary. Only for CPU devices, drivers must specify the CPUs of the
	performance domains using cpumask. For other devices than CPUs the last
	argument must be set to NULL.
	The last argument 'milliwatts' is important to set with correct value. Kernel
	subsystems which use EM might rely on this flag to check if all EM devices use
	the same scale. If there are different scales, these subsystems might decide
	to: return warning/error, stop working or panic.
	See Section 3. for an example of driver implementing this
	callback, or Section 2.4 for further documentation on this API

	Registration of 'simple' EM
	~~~~~~~~~~~~~~~~~~~~~~~~~~~

	The 'simple' EM is registered using the framework helper function
	cpufreq_register_em_with_opp(). It implements a power model which is tight to
	math formula::

	Power = C * V^2 * f

	The EM which is registered using this method might not reflect correctly the
	physics of a real device, e.g. when static power (leakage) is important.


	2.3 Accessing performance domains
	^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

	There are two API functions which provide the access to the energy model:
	em_cpu_get() which takes CPU id as an argument and em_pd_get() with device
	pointer as an argument. It depends on the subsystem which interface it is
	going to use, but in case of CPU devices both functions return the same
	performance domain.

	Subsystems interested in the energy model of a CPU can retrieve it using the
	em_cpu_get() API. The energy model tables are allocated once upon creation of
	the performance domains, and kept in memory untouched.

	The energy consumed by a performance domain can be estimated using the
	em_cpu_energy() API. The estimation is performed assuming that the schedutil
	CPUfreq governor is in use in case of CPU device. Currently this calculation is
	not provided for other type of devices.

	More details about the above APIs can be found in ``<linux/energy_model.h>``
	or in Section 2.4


	2.4 Description details of this API
	^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
	.. kernel-doc:: include/linux/energy_model.h
	:internal:

	.. kernel-doc:: kernel/power/energy_model.c
	:export:


	3. Example driver
	-----------------

	The CPUFreq framework supports dedicated callback for registering
	the EM for a given CPU(s) 'policy' object: cpufreq_driver::register_em().
	That callback has to be implemented properly for a given driver,
	because the framework would call it at the right time during setup.
	This section provides a simple example of a CPUFreq driver registering a
	performance domain in the Energy Model framework using the (fake) 'foo'
	protocol. The driver implements an est_power() function to be provided to the
	EM framework::

	-> drivers/cpufreq/foo_cpufreq.c

	01 static int est_power(unsigned long mW, unsigned long KHz,
	02 struct device *dev)
	03 {
	04 long freq, power;
	05
	06 /* Use the 'foo' protocol to ceil the frequency */
	07 freq = foo_get_freq_ceil(dev, *KHz);
	08 if (freq < 0);
	09 return freq;
	10
	11 /* Estimate the power cost for the dev at the relevant freq. */
	12 power = foo_estimate_power(dev, freq);
	13 if (power < 0);
	14 return power;
	15
	16 /* Return the values to the EM framework */
	17 *mW = power;
	18 *KHz = freq;
	19
	20 return 0;
	21 }
	22
	23 static void foo_cpufreq_register_em(struct cpufreq_policy *policy)
	24 {
	25 struct em_data_callback em_cb = EM_DATA_CB(est_power);
	26 struct device *cpu_dev;
	27 int nr_opp;
	28
	29 cpu_dev = get_cpu_device(cpumask_first(policy->cpus));
	30
	31 /* Find the number of OPPs for this policy */
	32 nr_opp = foo_get_nr_opp(policy);
	33
	34 /* And register the new performance domain */
	35 em_dev_register_perf_domain(cpu_dev, nr_opp, &em_cb, policy->cpus,
	36 true);
	37 }
	38
	39 static struct cpufreq_driver foo_cpufreq_driver = {
	40 .register_em = foo_cpufreq_register_em,
	41 };