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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-07 18:49:45 +0000
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+.. 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 micro-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 micro-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 micro-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 microwatts);
+
+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 'microwatts' 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 EM using DT
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The EM can also be registered using OPP framework and information in DT
+"operating-points-v2". Each OPP entry in DT can be extended with a property
+"opp-microwatt" containing micro-Watts power value. This OPP DT property
+allows a platform to register EM power values which are reflecting total power
+(static + dynamic). These power values might be coming directly from
+experiments and measurements.
+
+Registration of 'artificial' EM
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+There is an option to provide a custom callback for drivers missing detailed
+knowledge about power value for each performance state. The callback
+.get_cost() is optional and provides the 'cost' values used by the EAS.
+This is useful for platforms that only provide information on relative
+efficiency between CPU types, where one could use the information to
+create an abstract power model. But even an abstract power model can
+sometimes be hard to fit in, given the input power value size restrictions.
+The .get_cost() allows to provide the 'cost' values which reflect the
+efficiency of the CPUs. This would allow to provide EAS information which
+has different relation than what would be forced by the EM internal
+formulas calculating 'cost' values. To register an EM for such platform, the
+driver must set the flag 'microwatts' to 0, provide .get_power() callback
+and provide .get_cost() callback. The EM framework would handle such platform
+properly during registration. A flag EM_PERF_DOMAIN_ARTIFICIAL is set for such
+platform. Special care should be taken by other frameworks which are using EM
+to test and treat this flag properly.
+
+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(struct device *dev, unsigned long *mW,
+ 02 unsigned long *KHz)
+ 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 };