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// SPDX-License-Identifier: GPL-2.0-only
/*
* menu.c - the menu idle governor
*
* Copyright (C) 2006-2007 Adam Belay <abelay@novell.com>
* Copyright (C) 2009 Intel Corporation
* Author:
* Arjan van de Ven <arjan@linux.intel.com>
*/
#include <linux/kernel.h>
#include <linux/cpuidle.h>
#include <linux/time.h>
#include <linux/ktime.h>
#include <linux/hrtimer.h>
#include <linux/tick.h>
#include <linux/sched.h>
#include <linux/sched/loadavg.h>
#include <linux/sched/stat.h>
#include <linux/math64.h>
#define BUCKETS 12
#define INTERVAL_SHIFT 3
#define INTERVALS (1UL << INTERVAL_SHIFT)
#define RESOLUTION 1024
#define DECAY 8
#define MAX_INTERESTING (50000 * NSEC_PER_USEC)
/*
* Concepts and ideas behind the menu governor
*
* For the menu governor, there are 3 decision factors for picking a C
* state:
* 1) Energy break even point
* 2) Performance impact
* 3) Latency tolerance (from pmqos infrastructure)
* These these three factors are treated independently.
*
* Energy break even point
* -----------------------
* C state entry and exit have an energy cost, and a certain amount of time in
* the C state is required to actually break even on this cost. CPUIDLE
* provides us this duration in the "target_residency" field. So all that we
* need is a good prediction of how long we'll be idle. Like the traditional
* menu governor, we start with the actual known "next timer event" time.
*
* Since there are other source of wakeups (interrupts for example) than
* the next timer event, this estimation is rather optimistic. To get a
* more realistic estimate, a correction factor is applied to the estimate,
* that is based on historic behavior. For example, if in the past the actual
* duration always was 50% of the next timer tick, the correction factor will
* be 0.5.
*
* menu uses a running average for this correction factor, however it uses a
* set of factors, not just a single factor. This stems from the realization
* that the ratio is dependent on the order of magnitude of the expected
* duration; if we expect 500 milliseconds of idle time the likelihood of
* getting an interrupt very early is much higher than if we expect 50 micro
* seconds of idle time. A second independent factor that has big impact on
* the actual factor is if there is (disk) IO outstanding or not.
* (as a special twist, we consider every sleep longer than 50 milliseconds
* as perfect; there are no power gains for sleeping longer than this)
*
* For these two reasons we keep an array of 12 independent factors, that gets
* indexed based on the magnitude of the expected duration as well as the
* "is IO outstanding" property.
*
* Repeatable-interval-detector
* ----------------------------
* There are some cases where "next timer" is a completely unusable predictor:
* Those cases where the interval is fixed, for example due to hardware
* interrupt mitigation, but also due to fixed transfer rate devices such as
* mice.
* For this, we use a different predictor: We track the duration of the last 8
* intervals and if the stand deviation of these 8 intervals is below a
* threshold value, we use the average of these intervals as prediction.
*
* Limiting Performance Impact
* ---------------------------
* C states, especially those with large exit latencies, can have a real
* noticeable impact on workloads, which is not acceptable for most sysadmins,
* and in addition, less performance has a power price of its own.
*
* As a general rule of thumb, menu assumes that the following heuristic
* holds:
* The busier the system, the less impact of C states is acceptable
*
* This rule-of-thumb is implemented using a performance-multiplier:
* If the exit latency times the performance multiplier is longer than
* the predicted duration, the C state is not considered a candidate
* for selection due to a too high performance impact. So the higher
* this multiplier is, the longer we need to be idle to pick a deep C
* state, and thus the less likely a busy CPU will hit such a deep
* C state.
*
* Two factors are used in determing this multiplier:
* a value of 10 is added for each point of "per cpu load average" we have.
* a value of 5 points is added for each process that is waiting for
* IO on this CPU.
* (these values are experimentally determined)
*
* The load average factor gives a longer term (few seconds) input to the
* decision, while the iowait value gives a cpu local instantanious input.
* The iowait factor may look low, but realize that this is also already
* represented in the system load average.
*
*/
struct menu_device {
int needs_update;
int tick_wakeup;
u64 next_timer_ns;
unsigned int bucket;
unsigned int correction_factor[BUCKETS];
unsigned int intervals[INTERVALS];
int interval_ptr;
};
static inline int which_bucket(u64 duration_ns, unsigned long nr_iowaiters)
{
int bucket = 0;
/*
* We keep two groups of stats; one with no
* IO pending, one without.
* This allows us to calculate
* E(duration)|iowait
*/
if (nr_iowaiters)
bucket = BUCKETS/2;
if (duration_ns < 10ULL * NSEC_PER_USEC)
return bucket;
if (duration_ns < 100ULL * NSEC_PER_USEC)
return bucket + 1;
if (duration_ns < 1000ULL * NSEC_PER_USEC)
return bucket + 2;
if (duration_ns < 10000ULL * NSEC_PER_USEC)
return bucket + 3;
if (duration_ns < 100000ULL * NSEC_PER_USEC)
return bucket + 4;
return bucket + 5;
}
/*
* Return a multiplier for the exit latency that is intended
* to take performance requirements into account.
* The more performance critical we estimate the system
* to be, the higher this multiplier, and thus the higher
* the barrier to go to an expensive C state.
*/
static inline int performance_multiplier(unsigned long nr_iowaiters)
{
/* for IO wait tasks (per cpu!) we add 10x each */
return 1 + 10 * nr_iowaiters;
}
static DEFINE_PER_CPU(struct menu_device, menu_devices);
static void menu_update(struct cpuidle_driver *drv, struct cpuidle_device *dev);
/*
* Try detecting repeating patterns by keeping track of the last 8
* intervals, and checking if the standard deviation of that set
* of points is below a threshold. If it is... then use the
* average of these 8 points as the estimated value.
*/
static unsigned int get_typical_interval(struct menu_device *data,
unsigned int predicted_us)
{
int i, divisor;
unsigned int min, max, thresh, avg;
uint64_t sum, variance;
thresh = INT_MAX; /* Discard outliers above this value */
again:
/* First calculate the average of past intervals */
min = UINT_MAX;
max = 0;
sum = 0;
divisor = 0;
for (i = 0; i < INTERVALS; i++) {
unsigned int value = data->intervals[i];
if (value <= thresh) {
sum += value;
divisor++;
if (value > max)
max = value;
if (value < min)
min = value;
}
}
/*
* If the result of the computation is going to be discarded anyway,
* avoid the computation altogether.
*/
if (min >= predicted_us)
return UINT_MAX;
if (divisor == INTERVALS)
avg = sum >> INTERVAL_SHIFT;
else
avg = div_u64(sum, divisor);
/* Then try to determine variance */
variance = 0;
for (i = 0; i < INTERVALS; i++) {
unsigned int value = data->intervals[i];
if (value <= thresh) {
int64_t diff = (int64_t)value - avg;
variance += diff * diff;
}
}
if (divisor == INTERVALS)
variance >>= INTERVAL_SHIFT;
else
do_div(variance, divisor);
/*
* The typical interval is obtained when standard deviation is
* small (stddev <= 20 us, variance <= 400 us^2) or standard
* deviation is small compared to the average interval (avg >
* 6*stddev, avg^2 > 36*variance). The average is smaller than
* UINT_MAX aka U32_MAX, so computing its square does not
* overflow a u64. We simply reject this candidate average if
* the standard deviation is greater than 715 s (which is
* rather unlikely).
*
* Use this result only if there is no timer to wake us up sooner.
*/
if (likely(variance <= U64_MAX/36)) {
if ((((u64)avg*avg > variance*36) && (divisor * 4 >= INTERVALS * 3))
|| variance <= 400) {
return avg;
}
}
/*
* If we have outliers to the upside in our distribution, discard
* those by setting the threshold to exclude these outliers, then
* calculate the average and standard deviation again. Once we get
* down to the bottom 3/4 of our samples, stop excluding samples.
*
* This can deal with workloads that have long pauses interspersed
* with sporadic activity with a bunch of short pauses.
*/
if ((divisor * 4) <= INTERVALS * 3)
return UINT_MAX;
thresh = max - 1;
goto again;
}
/**
* menu_select - selects the next idle state to enter
* @drv: cpuidle driver containing state data
* @dev: the CPU
* @stop_tick: indication on whether or not to stop the tick
*/
static int menu_select(struct cpuidle_driver *drv, struct cpuidle_device *dev,
bool *stop_tick)
{
struct menu_device *data = this_cpu_ptr(&menu_devices);
s64 latency_req = cpuidle_governor_latency_req(dev->cpu);
unsigned int predicted_us;
u64 predicted_ns;
u64 interactivity_req;
unsigned long nr_iowaiters;
ktime_t delta_next;
int i, idx;
if (data->needs_update) {
menu_update(drv, dev);
data->needs_update = 0;
}
/* determine the expected residency time, round up */
data->next_timer_ns = tick_nohz_get_sleep_length(&delta_next);
nr_iowaiters = nr_iowait_cpu(dev->cpu);
data->bucket = which_bucket(data->next_timer_ns, nr_iowaiters);
if (unlikely(drv->state_count <= 1 || latency_req == 0) ||
((data->next_timer_ns < drv->states[1].target_residency_ns ||
latency_req < drv->states[1].exit_latency_ns) &&
!dev->states_usage[0].disable)) {
/*
* In this case state[0] will be used no matter what, so return
* it right away and keep the tick running if state[0] is a
* polling one.
*/
*stop_tick = !(drv->states[0].flags & CPUIDLE_FLAG_POLLING);
return 0;
}
/* Round up the result for half microseconds. */
predicted_us = div_u64(data->next_timer_ns *
data->correction_factor[data->bucket] +
(RESOLUTION * DECAY * NSEC_PER_USEC) / 2,
RESOLUTION * DECAY * NSEC_PER_USEC);
/* Use the lowest expected idle interval to pick the idle state. */
predicted_ns = (u64)min(predicted_us,
get_typical_interval(data, predicted_us)) *
NSEC_PER_USEC;
if (tick_nohz_tick_stopped()) {
/*
* If the tick is already stopped, the cost of possible short
* idle duration misprediction is much higher, because the CPU
* may be stuck in a shallow idle state for a long time as a
* result of it. In that case say we might mispredict and use
* the known time till the closest timer event for the idle
* state selection.
*/
if (predicted_ns < TICK_NSEC)
predicted_ns = delta_next;
} else {
/*
* Use the performance multiplier and the user-configurable
* latency_req to determine the maximum exit latency.
*/
interactivity_req = div64_u64(predicted_ns,
performance_multiplier(nr_iowaiters));
if (latency_req > interactivity_req)
latency_req = interactivity_req;
}
/*
* Find the idle state with the lowest power while satisfying
* our constraints.
*/
idx = -1;
for (i = 0; i < drv->state_count; i++) {
struct cpuidle_state *s = &drv->states[i];
if (dev->states_usage[i].disable)
continue;
if (idx == -1)
idx = i; /* first enabled state */
if (s->target_residency_ns > predicted_ns) {
/*
* Use a physical idle state, not busy polling, unless
* a timer is going to trigger soon enough.
*/
if ((drv->states[idx].flags & CPUIDLE_FLAG_POLLING) &&
s->exit_latency_ns <= latency_req &&
s->target_residency_ns <= data->next_timer_ns) {
predicted_ns = s->target_residency_ns;
idx = i;
break;
}
if (predicted_ns < TICK_NSEC)
break;
if (!tick_nohz_tick_stopped()) {
/*
* If the state selected so far is shallow,
* waking up early won't hurt, so retain the
* tick in that case and let the governor run
* again in the next iteration of the loop.
*/
predicted_ns = drv->states[idx].target_residency_ns;
break;
}
/*
* If the state selected so far is shallow and this
* state's target residency matches the time till the
* closest timer event, select this one to avoid getting
* stuck in the shallow one for too long.
*/
if (drv->states[idx].target_residency_ns < TICK_NSEC &&
s->target_residency_ns <= delta_next)
idx = i;
return idx;
}
if (s->exit_latency_ns > latency_req)
break;
idx = i;
}
if (idx == -1)
idx = 0; /* No states enabled. Must use 0. */
/*
* Don't stop the tick if the selected state is a polling one or if the
* expected idle duration is shorter than the tick period length.
*/
if (((drv->states[idx].flags & CPUIDLE_FLAG_POLLING) ||
predicted_ns < TICK_NSEC) && !tick_nohz_tick_stopped()) {
*stop_tick = false;
if (idx > 0 && drv->states[idx].target_residency_ns > delta_next) {
/*
* The tick is not going to be stopped and the target
* residency of the state to be returned is not within
* the time until the next timer event including the
* tick, so try to correct that.
*/
for (i = idx - 1; i >= 0; i--) {
if (dev->states_usage[i].disable)
continue;
idx = i;
if (drv->states[i].target_residency_ns <= delta_next)
break;
}
}
}
return idx;
}
/**
* menu_reflect - records that data structures need update
* @dev: the CPU
* @index: the index of actual entered state
*
* NOTE: it's important to be fast here because this operation will add to
* the overall exit latency.
*/
static void menu_reflect(struct cpuidle_device *dev, int index)
{
struct menu_device *data = this_cpu_ptr(&menu_devices);
dev->last_state_idx = index;
data->needs_update = 1;
data->tick_wakeup = tick_nohz_idle_got_tick();
}
/**
* menu_update - attempts to guess what happened after entry
* @drv: cpuidle driver containing state data
* @dev: the CPU
*/
static void menu_update(struct cpuidle_driver *drv, struct cpuidle_device *dev)
{
struct menu_device *data = this_cpu_ptr(&menu_devices);
int last_idx = dev->last_state_idx;
struct cpuidle_state *target = &drv->states[last_idx];
u64 measured_ns;
unsigned int new_factor;
/*
* Try to figure out how much time passed between entry to low
* power state and occurrence of the wakeup event.
*
* If the entered idle state didn't support residency measurements,
* we use them anyway if they are short, and if long,
* truncate to the whole expected time.
*
* Any measured amount of time will include the exit latency.
* Since we are interested in when the wakeup begun, not when it
* was completed, we must subtract the exit latency. However, if
* the measured amount of time is less than the exit latency,
* assume the state was never reached and the exit latency is 0.
*/
if (data->tick_wakeup && data->next_timer_ns > TICK_NSEC) {
/*
* The nohz code said that there wouldn't be any events within
* the tick boundary (if the tick was stopped), but the idle
* duration predictor had a differing opinion. Since the CPU
* was woken up by a tick (that wasn't stopped after all), the
* predictor was not quite right, so assume that the CPU could
* have been idle long (but not forever) to help the idle
* duration predictor do a better job next time.
*/
measured_ns = 9 * MAX_INTERESTING / 10;
} else if ((drv->states[last_idx].flags & CPUIDLE_FLAG_POLLING) &&
dev->poll_time_limit) {
/*
* The CPU exited the "polling" state due to a time limit, so
* the idle duration prediction leading to the selection of that
* state was inaccurate. If a better prediction had been made,
* the CPU might have been woken up from idle by the next timer.
* Assume that to be the case.
*/
measured_ns = data->next_timer_ns;
} else {
/* measured value */
measured_ns = dev->last_residency_ns;
/* Deduct exit latency */
if (measured_ns > 2 * target->exit_latency_ns)
measured_ns -= target->exit_latency_ns;
else
measured_ns /= 2;
}
/* Make sure our coefficients do not exceed unity */
if (measured_ns > data->next_timer_ns)
measured_ns = data->next_timer_ns;
/* Update our correction ratio */
new_factor = data->correction_factor[data->bucket];
new_factor -= new_factor / DECAY;
if (data->next_timer_ns > 0 && measured_ns < MAX_INTERESTING)
new_factor += div64_u64(RESOLUTION * measured_ns,
data->next_timer_ns);
else
/*
* we were idle so long that we count it as a perfect
* prediction
*/
new_factor += RESOLUTION;
/*
* We don't want 0 as factor; we always want at least
* a tiny bit of estimated time. Fortunately, due to rounding,
* new_factor will stay nonzero regardless of measured_us values
* and the compiler can eliminate this test as long as DECAY > 1.
*/
if (DECAY == 1 && unlikely(new_factor == 0))
new_factor = 1;
data->correction_factor[data->bucket] = new_factor;
/* update the repeating-pattern data */
data->intervals[data->interval_ptr++] = ktime_to_us(measured_ns);
if (data->interval_ptr >= INTERVALS)
data->interval_ptr = 0;
}
/**
* menu_enable_device - scans a CPU's states and does setup
* @drv: cpuidle driver
* @dev: the CPU
*/
static int menu_enable_device(struct cpuidle_driver *drv,
struct cpuidle_device *dev)
{
struct menu_device *data = &per_cpu(menu_devices, dev->cpu);
int i;
memset(data, 0, sizeof(struct menu_device));
/*
* if the correction factor is 0 (eg first time init or cpu hotplug
* etc), we actually want to start out with a unity factor.
*/
for(i = 0; i < BUCKETS; i++)
data->correction_factor[i] = RESOLUTION * DECAY;
return 0;
}
static struct cpuidle_governor menu_governor = {
.name = "menu",
.rating = 20,
.enable = menu_enable_device,
.select = menu_select,
.reflect = menu_reflect,
};
/**
* init_menu - initializes the governor
*/
static int __init init_menu(void)
{
return cpuidle_register_governor(&menu_governor);
}
postcore_initcall(init_menu);