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- /*
- * 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>
- *
- * This code is licenced under the GPL version 2 as described
- * in the COPYING file that acompanies the Linux Kernel.
- */
- #include <linux/kernel.h>
- #include <linux/cpuidle.h>
- #include <linux/pm_qos.h>
- #include <linux/time.h>
- #include <linux/ktime.h>
- #include <linux/hrtimer.h>
- #include <linux/tick.h>
- #include <linux/sched.h>
- #include <linux/math64.h>
- #include <linux/module.h>
- #define BUCKETS 12
- #define INTERVALS 8
- #define RESOLUTION 1024
- #define DECAY 8
- #define MAX_INTERESTING 50000
- #define STDDEV_THRESH 400
- /* 60 * 60 > STDDEV_THRESH * INTERVALS = 400 * 8 */
- #define MAX_DEVIATION 60
- static DEFINE_PER_CPU(struct hrtimer, menu_hrtimer);
- static DEFINE_PER_CPU(int, hrtimer_status);
- /* menu hrtimer mode */
- enum {MENU_HRTIMER_STOP, MENU_HRTIMER_REPEAT, MENU_HRTIMER_GENERAL};
- /*
- * 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.
- *
- */
- /*
- * The C-state residency is so long that is is worthwhile to exit
- * from the shallow C-state and re-enter into a deeper C-state.
- */
- static unsigned int perfect_cstate_ms __read_mostly = 30;
- module_param(perfect_cstate_ms, uint, 0000);
- struct menu_device {
- int last_state_idx;
- int needs_update;
- unsigned int expected_us;
- u64 predicted_us;
- unsigned int exit_us;
- unsigned int bucket;
- u64 correction_factor[BUCKETS];
- u32 intervals[INTERVALS];
- int interval_ptr;
- };
- #define LOAD_INT(x) ((x) >> FSHIFT)
- #define LOAD_FRAC(x) LOAD_INT(((x) & (FIXED_1-1)) * 100)
- static int get_loadavg(void)
- {
- unsigned long this = this_cpu_load();
- return LOAD_INT(this) * 10 + LOAD_FRAC(this) / 10;
- }
- static inline int which_bucket(unsigned int duration)
- {
- 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_iowait_cpu(smp_processor_id()))
- bucket = BUCKETS/2;
- if (duration < 10)
- return bucket;
- if (duration < 100)
- return bucket + 1;
- if (duration < 1000)
- return bucket + 2;
- if (duration < 10000)
- return bucket + 3;
- if (duration < 100000)
- 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(void)
- {
- int mult = 1;
- /* for higher loadavg, we are more reluctant */
- mult += 2 * get_loadavg();
- /* for IO wait tasks (per cpu!) we add 5x each */
- mult += 10 * nr_iowait_cpu(smp_processor_id());
- return mult;
- }
- static DEFINE_PER_CPU(struct menu_device, menu_devices);
- static void menu_update(struct cpuidle_driver *drv, struct cpuidle_device *dev);
- /* This implements DIV_ROUND_CLOSEST but avoids 64 bit division */
- static u64 div_round64(u64 dividend, u32 divisor)
- {
- return div_u64(dividend + (divisor / 2), divisor);
- }
- /* Cancel the hrtimer if it is not triggered yet */
- void menu_hrtimer_cancel(void)
- {
- int cpu = smp_processor_id();
- struct hrtimer *hrtmr = &per_cpu(menu_hrtimer, cpu);
- /* The timer is still not time out*/
- if (per_cpu(hrtimer_status, cpu)) {
- hrtimer_cancel(hrtmr);
- per_cpu(hrtimer_status, cpu) = MENU_HRTIMER_STOP;
- }
- }
- EXPORT_SYMBOL_GPL(menu_hrtimer_cancel);
- /* Call back for hrtimer is triggered */
- static enum hrtimer_restart menu_hrtimer_notify(struct hrtimer *hrtimer)
- {
- int cpu = smp_processor_id();
- struct menu_device *data = &per_cpu(menu_devices, cpu);
- /* In general case, the expected residency is much larger than
- * deepest C-state target residency, but prediction logic still
- * predicts a small predicted residency, so the prediction
- * history is totally broken if the timer is triggered.
- * So reset the correction factor.
- */
- if (per_cpu(hrtimer_status, cpu) == MENU_HRTIMER_GENERAL)
- data->correction_factor[data->bucket] = RESOLUTION * DECAY;
- per_cpu(hrtimer_status, cpu) = MENU_HRTIMER_STOP;
- return HRTIMER_NORESTART;
- }
- /*
- * 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 u32 get_typical_interval(struct menu_device *data)
- {
- int i = 0, divisor = 0;
- uint64_t max = 0, avg = 0, stddev = 0;
- int64_t thresh = LLONG_MAX; /* Discard outliers above this value. */
- unsigned int ret = 0;
- again:
- /* first calculate average and standard deviation of the past */
- max = avg = divisor = stddev = 0;
- for (i = 0; i < INTERVALS; i++) {
- int64_t value = data->intervals[i];
- if (value <= thresh) {
- avg += value;
- divisor++;
- if (value > max)
- max = value;
- }
- }
- do_div(avg, divisor);
- for (i = 0; i < INTERVALS; i++) {
- int64_t value = data->intervals[i];
- if (value <= thresh) {
- int64_t diff = value - avg;
- stddev += diff * diff;
- }
- }
- do_div(stddev, divisor);
- stddev = int_sqrt(stddev);
- /*
- * 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.
- *
- * The typical interval is obtained when standard deviation is small
- * or standard deviation is small compared to the average interval.
- */
- if (((avg > stddev * 6) && (divisor * 4 >= INTERVALS * 3))
- || stddev <= 20) {
- data->predicted_us = avg;
- ret = 1;
- return ret;
- } else if ((divisor * 4) > INTERVALS * 3) {
- /* Exclude the max interval */
- thresh = max - 1;
- goto again;
- }
- return ret;
- }
- /**
- * menu_select - selects the next idle state to enter
- * @drv: cpuidle driver containing state data
- * @dev: the CPU
- */
- static int menu_select(struct cpuidle_driver *drv, struct cpuidle_device *dev)
- {
- struct menu_device *data = &__get_cpu_var(menu_devices);
- int latency_req = pm_qos_request(PM_QOS_CPU_DMA_LATENCY);
- int i;
- int multiplier;
- struct timespec t;
- int repeat = 0, low_predicted = 0;
- int cpu = smp_processor_id();
- struct hrtimer *hrtmr = &per_cpu(menu_hrtimer, cpu);
- if (data->needs_update) {
- menu_update(drv, dev);
- data->needs_update = 0;
- }
- data->last_state_idx = 0;
- data->exit_us = 0;
- /* Special case when user has set very strict latency requirement */
- if (unlikely(latency_req == 0))
- return 0;
- /* determine the expected residency time, round up */
- t = ktime_to_timespec(tick_nohz_get_sleep_length());
- data->expected_us =
- t.tv_sec * USEC_PER_SEC + t.tv_nsec / NSEC_PER_USEC;
- data->bucket = which_bucket(data->expected_us);
- multiplier = performance_multiplier();
- /*
- * if the correction factor is 0 (eg first time init or cpu hotplug
- * etc), we actually want to start out with a unity factor.
- */
- if (data->correction_factor[data->bucket] == 0)
- data->correction_factor[data->bucket] = RESOLUTION * DECAY;
- /* Make sure to round up for half microseconds */
- data->predicted_us = div_round64(data->expected_us * data->correction_factor[data->bucket],
- RESOLUTION * DECAY);
- repeat = get_typical_interval(data);
- /*
- * We want to default to C1 (hlt), not to busy polling
- * unless the timer is happening really really soon.
- */
- if (data->expected_us > 5 &&
- !drv->states[CPUIDLE_DRIVER_STATE_START].disabled &&
- dev->states_usage[CPUIDLE_DRIVER_STATE_START].disable == 0)
- data->last_state_idx = CPUIDLE_DRIVER_STATE_START;
- /*
- * Find the idle state with the lowest power while satisfying
- * our constraints.
- */
- for (i = CPUIDLE_DRIVER_STATE_START; i < drv->state_count; i++) {
- struct cpuidle_state *s = &drv->states[i];
- struct cpuidle_state_usage *su = &dev->states_usage[i];
- if (s->disabled || su->disable)
- continue;
- if (s->target_residency > data->predicted_us) {
- low_predicted = 1;
- continue;
- }
- if (s->exit_latency > latency_req)
- continue;
- if (s->exit_latency * multiplier > data->predicted_us)
- continue;
- data->last_state_idx = i;
- data->exit_us = s->exit_latency;
- }
- /* not deepest C-state chosen for low predicted residency */
- if (low_predicted) {
- unsigned int timer_us = 0;
- unsigned int perfect_us = 0;
- /*
- * Set a timer to detect whether this sleep is much
- * longer than repeat mode predicted. If the timer
- * triggers, the code will evaluate whether to put
- * the CPU into a deeper C-state.
- * The timer is cancelled on CPU wakeup.
- */
- timer_us = 2 * (data->predicted_us + MAX_DEVIATION);
- perfect_us = perfect_cstate_ms * 1000;
- if (repeat && (4 * timer_us < data->expected_us)) {
- RCU_NONIDLE(hrtimer_start(hrtmr,
- ns_to_ktime(1000 * timer_us),
- HRTIMER_MODE_REL_PINNED));
- /* In repeat case, menu hrtimer is started */
- per_cpu(hrtimer_status, cpu) = MENU_HRTIMER_REPEAT;
- } else if (perfect_us < data->expected_us) {
- /*
- * The next timer is long. This could be because
- * we did not make a useful prediction.
- * In that case, it makes sense to re-enter
- * into a deeper C-state after some time.
- */
- RCU_NONIDLE(hrtimer_start(hrtmr,
- ns_to_ktime(1000 * timer_us),
- HRTIMER_MODE_REL_PINNED));
- /* In general case, menu hrtimer is started */
- per_cpu(hrtimer_status, cpu) = MENU_HRTIMER_GENERAL;
- }
- }
- return data->last_state_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 = &__get_cpu_var(menu_devices);
- data->last_state_idx = index;
- if (index >= 0)
- data->needs_update = 1;
- }
- /**
- * 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 = &__get_cpu_var(menu_devices);
- int last_idx = data->last_state_idx;
- unsigned int last_idle_us = cpuidle_get_last_residency(dev);
- struct cpuidle_state *target = &drv->states[last_idx];
- unsigned int measured_us;
- u64 new_factor;
- /*
- * Ugh, this idle state doesn't support residency measurements, so we
- * are basically lost in the dark. As a compromise, assume we slept
- * for the whole expected time.
- */
- if (unlikely(!(target->flags & CPUIDLE_FLAG_TIME_VALID)))
- last_idle_us = data->expected_us;
- measured_us = last_idle_us;
- /*
- * We correct for the exit latency; we are assuming here that the
- * exit latency happens after the event that we're interested in.
- */
- if (measured_us > data->exit_us)
- measured_us -= data->exit_us;
- /* update our correction ratio */
- new_factor = data->correction_factor[data->bucket]
- * (DECAY - 1) / DECAY;
- if (data->expected_us > 0 && measured_us < MAX_INTERESTING)
- new_factor += RESOLUTION * measured_us / data->expected_us;
- 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.
- */
- if (new_factor == 0)
- new_factor = 1;
- data->correction_factor[data->bucket] = new_factor;
- /* update the repeating-pattern data */
- data->intervals[data->interval_ptr++] = last_idle_us;
- 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);
- struct hrtimer *t = &per_cpu(menu_hrtimer, dev->cpu);
- hrtimer_init(t, CLOCK_MONOTONIC, HRTIMER_MODE_REL);
- t->function = menu_hrtimer_notify;
- memset(data, 0, sizeof(struct menu_device));
- return 0;
- }
- static struct cpuidle_governor menu_governor = {
- .name = "menu",
- .rating = 20,
- .enable = menu_enable_device,
- .select = menu_select,
- .reflect = menu_reflect,
- .owner = THIS_MODULE,
- };
- /**
- * init_menu - initializes the governor
- */
- static int __init init_menu(void)
- {
- return cpuidle_register_governor(&menu_governor);
- }
- /**
- * exit_menu - exits the governor
- */
- static void __exit exit_menu(void)
- {
- cpuidle_unregister_governor(&menu_governor);
- }
- MODULE_LICENSE("GPL");
- module_init(init_menu);
- module_exit(exit_menu);
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