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- // SPDX-License-Identifier: GPL-2.0
- /*
- * Timer events oriented CPU idle governor
- *
- * TEO governor:
- * Copyright (C) 2018 - 2021 Intel Corporation
- * Author: Rafael J. Wysocki <[email protected]>
- *
- * Util-awareness mechanism:
- * Copyright (C) 2022 Arm Ltd.
- * Author: Kajetan Puchalski <[email protected]>
- */
- /**
- * DOC: teo-description
- *
- * The idea of this governor is based on the observation that on many systems
- * timer events are two or more orders of magnitude more frequent than any
- * other interrupts, so they are likely to be the most significant cause of CPU
- * wakeups from idle states. Moreover, information about what happened in the
- * (relatively recent) past can be used to estimate whether or not the deepest
- * idle state with target residency within the (known) time till the closest
- * timer event, referred to as the sleep length, is likely to be suitable for
- * the upcoming CPU idle period and, if not, then which of the shallower idle
- * states to choose instead of it.
- *
- * Of course, non-timer wakeup sources are more important in some use cases
- * which can be covered by taking a few most recent idle time intervals of the
- * CPU into account. However, even in that context it is not necessary to
- * consider idle duration values greater than the sleep length, because the
- * closest timer will ultimately wake up the CPU anyway unless it is woken up
- * earlier.
- *
- * Thus this governor estimates whether or not the prospective idle duration of
- * a CPU is likely to be significantly shorter than the sleep length and selects
- * an idle state for it accordingly.
- *
- * The computations carried out by this governor are based on using bins whose
- * boundaries are aligned with the target residency parameter values of the CPU
- * idle states provided by the %CPUIdle driver in the ascending order. That is,
- * the first bin spans from 0 up to, but not including, the target residency of
- * the second idle state (idle state 1), the second bin spans from the target
- * residency of idle state 1 up to, but not including, the target residency of
- * idle state 2, the third bin spans from the target residency of idle state 2
- * up to, but not including, the target residency of idle state 3 and so on.
- * The last bin spans from the target residency of the deepest idle state
- * supplied by the driver to infinity.
- *
- * Two metrics called "hits" and "intercepts" are associated with each bin.
- * They are updated every time before selecting an idle state for the given CPU
- * in accordance with what happened last time.
- *
- * The "hits" metric reflects the relative frequency of situations in which the
- * sleep length and the idle duration measured after CPU wakeup fall into the
- * same bin (that is, the CPU appears to wake up "on time" relative to the sleep
- * length). In turn, the "intercepts" metric reflects the relative frequency of
- * situations in which the measured idle duration is so much shorter than the
- * sleep length that the bin it falls into corresponds to an idle state
- * shallower than the one whose bin is fallen into by the sleep length (these
- * situations are referred to as "intercepts" below).
- *
- * In addition to the metrics described above, the governor counts recent
- * intercepts (that is, intercepts that have occurred during the last
- * %NR_RECENT invocations of it for the given CPU) for each bin.
- *
- * In order to select an idle state for a CPU, the governor takes the following
- * steps (modulo the possible latency constraint that must be taken into account
- * too):
- *
- * 1. Find the deepest CPU idle state whose target residency does not exceed
- * the current sleep length (the candidate idle state) and compute 3 sums as
- * follows:
- *
- * - The sum of the "hits" and "intercepts" metrics for the candidate state
- * and all of the deeper idle states (it represents the cases in which the
- * CPU was idle long enough to avoid being intercepted if the sleep length
- * had been equal to the current one).
- *
- * - The sum of the "intercepts" metrics for all of the idle states shallower
- * than the candidate one (it represents the cases in which the CPU was not
- * idle long enough to avoid being intercepted if the sleep length had been
- * equal to the current one).
- *
- * - The sum of the numbers of recent intercepts for all of the idle states
- * shallower than the candidate one.
- *
- * 2. If the second sum is greater than the first one or the third sum is
- * greater than %NR_RECENT / 2, the CPU is likely to wake up early, so look
- * for an alternative idle state to select.
- *
- * - Traverse the idle states shallower than the candidate one in the
- * descending order.
- *
- * - For each of them compute the sum of the "intercepts" metrics and the sum
- * of the numbers of recent intercepts over all of the idle states between
- * it and the candidate one (including the former and excluding the
- * latter).
- *
- * - If each of these sums that needs to be taken into account (because the
- * check related to it has indicated that the CPU is likely to wake up
- * early) is greater than a half of the corresponding sum computed in step
- * 1 (which means that the target residency of the state in question had
- * not exceeded the idle duration in over a half of the relevant cases),
- * select the given idle state instead of the candidate one.
- *
- * 3. By default, select the candidate state.
- *
- * Util-awareness mechanism:
- *
- * The idea behind the util-awareness extension is that there are two distinct
- * scenarios for the CPU which should result in two different approaches to idle
- * state selection - utilized and not utilized.
- *
- * In this case, 'utilized' means that the average runqueue util of the CPU is
- * above a certain threshold.
- *
- * When the CPU is utilized while going into idle, more likely than not it will
- * be woken up to do more work soon and so a shallower idle state should be
- * selected to minimise latency and maximise performance. When the CPU is not
- * being utilized, the usual metrics-based approach to selecting the deepest
- * available idle state should be preferred to take advantage of the power
- * saving.
- *
- * In order to achieve this, the governor uses a utilization threshold.
- * The threshold is computed per-CPU as a percentage of the CPU's capacity
- * by bit shifting the capacity value. Based on testing, the shift of 6 (~1.56%)
- * seems to be getting the best results.
- *
- * Before selecting the next idle state, the governor compares the current CPU
- * util to the precomputed util threshold. If it's below, it defaults to the
- * TEO metrics mechanism. If it's above, the closest shallower idle state will
- * be selected instead, as long as is not a polling state.
- */
- #include <linux/cpuidle.h>
- #include <linux/jiffies.h>
- #include <linux/kernel.h>
- #include <linux/sched.h>
- #include <linux/sched/clock.h>
- #include <linux/sched/topology.h>
- #include <linux/tick.h>
- /*
- * The number of bits to shift the CPU's capacity by in order to determine
- * the utilized threshold.
- *
- * 6 was chosen based on testing as the number that achieved the best balance
- * of power and performance on average.
- *
- * The resulting threshold is high enough to not be triggered by background
- * noise and low enough to react quickly when activity starts to ramp up.
- */
- #define UTIL_THRESHOLD_SHIFT 6
- /*
- * The PULSE value is added to metrics when they grow and the DECAY_SHIFT value
- * is used for decreasing metrics on a regular basis.
- */
- #define PULSE 1024
- #define DECAY_SHIFT 3
- /*
- * Number of the most recent idle duration values to take into consideration for
- * the detection of recent early wakeup patterns.
- */
- #define NR_RECENT 9
- /**
- * struct teo_bin - Metrics used by the TEO cpuidle governor.
- * @intercepts: The "intercepts" metric.
- * @hits: The "hits" metric.
- * @recent: The number of recent "intercepts".
- */
- struct teo_bin {
- unsigned int intercepts;
- unsigned int hits;
- unsigned int recent;
- };
- /**
- * struct teo_cpu - CPU data used by the TEO cpuidle governor.
- * @time_span_ns: Time between idle state selection and post-wakeup update.
- * @sleep_length_ns: Time till the closest timer event (at the selection time).
- * @state_bins: Idle state data bins for this CPU.
- * @total: Grand total of the "intercepts" and "hits" metrics for all bins.
- * @next_recent_idx: Index of the next @recent_idx entry to update.
- * @recent_idx: Indices of bins corresponding to recent "intercepts".
- * @util_threshold: Threshold above which the CPU is considered utilized
- * @utilized: Whether the last sleep on the CPU happened while utilized
- */
- struct teo_cpu {
- s64 time_span_ns;
- s64 sleep_length_ns;
- struct teo_bin state_bins[CPUIDLE_STATE_MAX];
- unsigned int total;
- int next_recent_idx;
- int recent_idx[NR_RECENT];
- unsigned long util_threshold;
- bool utilized;
- };
- static DEFINE_PER_CPU(struct teo_cpu, teo_cpus);
- unsigned long teo_cpu_get_util_threshold(int cpu)
- {
- struct teo_cpu *cpu_data = per_cpu_ptr(&teo_cpus, cpu);
- return cpu_data->util_threshold;
- }
- EXPORT_SYMBOL_GPL(teo_cpu_get_util_threshold);
- void teo_cpu_set_util_threshold(int cpu, unsigned long util)
- {
- struct teo_cpu *cpu_data = per_cpu_ptr(&teo_cpus, cpu);
- cpu_data->util_threshold = util;
- }
- EXPORT_SYMBOL_GPL(teo_cpu_set_util_threshold);
- /**
- * teo_cpu_is_utilized - Check if the CPU's util is above the threshold
- * @cpu: Target CPU
- * @cpu_data: Governor CPU data for the target CPU
- */
- #ifdef CONFIG_SMP
- static bool teo_cpu_is_utilized(int cpu, struct teo_cpu *cpu_data)
- {
- return sched_cpu_util(cpu) > cpu_data->util_threshold;
- }
- #else
- static bool teo_cpu_is_utilized(int cpu, struct teo_cpu *cpu_data)
- {
- return false;
- }
- #endif
- /**
- * teo_update - Update CPU metrics after wakeup.
- * @drv: cpuidle driver containing state data.
- * @dev: Target CPU.
- */
- static void teo_update(struct cpuidle_driver *drv, struct cpuidle_device *dev)
- {
- struct teo_cpu *cpu_data = per_cpu_ptr(&teo_cpus, dev->cpu);
- int i, idx_timer = 0, idx_duration = 0;
- u64 measured_ns;
- if (cpu_data->time_span_ns >= cpu_data->sleep_length_ns) {
- /*
- * One of the safety nets has triggered or the wakeup was close
- * enough to the closest timer event expected at the idle state
- * selection time to be discarded.
- */
- measured_ns = U64_MAX;
- } else {
- u64 lat_ns = drv->states[dev->last_state_idx].exit_latency_ns;
- /*
- * The computations below are to determine whether or not the
- * (saved) time till the next timer event and the measured idle
- * duration fall into the same "bin", so use last_residency_ns
- * for that instead of time_span_ns which includes the cpuidle
- * overhead.
- */
- measured_ns = dev->last_residency_ns;
- /*
- * The delay between the wakeup and the first instruction
- * executed by the CPU is not likely to be worst-case every
- * time, so take 1/2 of the exit latency as a very rough
- * approximation of the average of it.
- */
- if (measured_ns >= lat_ns)
- measured_ns -= lat_ns / 2;
- else
- measured_ns /= 2;
- }
- cpu_data->total = 0;
- /*
- * Decay the "hits" and "intercepts" metrics for all of the bins and
- * find the bins that the sleep length and the measured idle duration
- * fall into.
- */
- for (i = 0; i < drv->state_count; i++) {
- s64 target_residency_ns = drv->states[i].target_residency_ns;
- struct teo_bin *bin = &cpu_data->state_bins[i];
- bin->hits -= bin->hits >> DECAY_SHIFT;
- bin->intercepts -= bin->intercepts >> DECAY_SHIFT;
- cpu_data->total += bin->hits + bin->intercepts;
- if (target_residency_ns <= cpu_data->sleep_length_ns) {
- idx_timer = i;
- if (target_residency_ns <= measured_ns)
- idx_duration = i;
- }
- }
- i = cpu_data->next_recent_idx++;
- if (cpu_data->next_recent_idx >= NR_RECENT)
- cpu_data->next_recent_idx = 0;
- if (cpu_data->recent_idx[i] >= 0)
- cpu_data->state_bins[cpu_data->recent_idx[i]].recent--;
- /*
- * If the measured idle duration falls into the same bin as the sleep
- * length, this is a "hit", so update the "hits" metric for that bin.
- * Otherwise, update the "intercepts" metric for the bin fallen into by
- * the measured idle duration.
- */
- if (idx_timer == idx_duration) {
- cpu_data->state_bins[idx_timer].hits += PULSE;
- cpu_data->recent_idx[i] = -1;
- } else {
- cpu_data->state_bins[idx_duration].intercepts += PULSE;
- cpu_data->state_bins[idx_duration].recent++;
- cpu_data->recent_idx[i] = idx_duration;
- }
- cpu_data->total += PULSE;
- }
- static bool teo_time_ok(u64 interval_ns)
- {
- return !tick_nohz_tick_stopped() || interval_ns >= TICK_NSEC;
- }
- static s64 teo_middle_of_bin(int idx, struct cpuidle_driver *drv)
- {
- return (drv->states[idx].target_residency_ns +
- drv->states[idx+1].target_residency_ns) / 2;
- }
- /**
- * teo_find_shallower_state - Find shallower idle state matching given duration.
- * @drv: cpuidle driver containing state data.
- * @dev: Target CPU.
- * @state_idx: Index of the capping idle state.
- * @duration_ns: Idle duration value to match.
- * @no_poll: Don't consider polling states.
- */
- static int teo_find_shallower_state(struct cpuidle_driver *drv,
- struct cpuidle_device *dev, int state_idx,
- s64 duration_ns, bool no_poll)
- {
- int i;
- for (i = state_idx - 1; i >= 0; i--) {
- if (dev->states_usage[i].disable ||
- (no_poll && drv->states[i].flags & CPUIDLE_FLAG_POLLING))
- continue;
- state_idx = i;
- if (drv->states[i].target_residency_ns <= duration_ns)
- break;
- }
- return state_idx;
- }
- /**
- * teo_select - Selects the next idle state to enter.
- * @drv: cpuidle driver containing state data.
- * @dev: Target CPU.
- * @stop_tick: Indication on whether or not to stop the scheduler tick.
- */
- static int teo_select(struct cpuidle_driver *drv, struct cpuidle_device *dev,
- bool *stop_tick)
- {
- struct teo_cpu *cpu_data = per_cpu_ptr(&teo_cpus, dev->cpu);
- s64 latency_req = cpuidle_governor_latency_req(dev->cpu);
- unsigned int idx_intercept_sum = 0;
- unsigned int intercept_sum = 0;
- unsigned int idx_recent_sum = 0;
- unsigned int recent_sum = 0;
- unsigned int idx_hit_sum = 0;
- unsigned int hit_sum = 0;
- int constraint_idx = 0;
- int idx0 = 0, idx = -1;
- bool alt_intercepts, alt_recent;
- ktime_t delta_tick;
- s64 duration_ns;
- int i;
- if (dev->last_state_idx >= 0) {
- teo_update(drv, dev);
- dev->last_state_idx = -1;
- }
- cpu_data->time_span_ns = local_clock();
- duration_ns = tick_nohz_get_sleep_length(&delta_tick);
- cpu_data->sleep_length_ns = duration_ns;
- /* Check if there is any choice in the first place. */
- if (drv->state_count < 2) {
- idx = 0;
- goto end;
- }
- if (!dev->states_usage[0].disable) {
- idx = 0;
- if (drv->states[1].target_residency_ns > duration_ns)
- goto end;
- }
- cpu_data->utilized = teo_cpu_is_utilized(dev->cpu, cpu_data);
- /*
- * If the CPU is being utilized over the threshold and there are only 2
- * states to choose from, the metrics need not be considered, so choose
- * the shallowest non-polling state and exit.
- */
- if (drv->state_count < 3 && cpu_data->utilized) {
- /* The CPU is utilized, so assume a short idle duration. */
- duration_ns = teo_middle_of_bin(0, drv);
- /*
- * If state 0 is enabled and it is not a polling one, select it
- * right away unless the scheduler tick has been stopped, in
- * which case care needs to be taken to leave the CPU in a deep
- * enough state in case it is not woken up any time soon after
- * all. If state 1 is disabled, though, state 0 must be used
- * anyway.
- */
- if ((!idx && !(drv->states[0].flags & CPUIDLE_FLAG_POLLING) &&
- teo_time_ok(duration_ns)) || dev->states_usage[1].disable)
- idx = 0;
- else /* Assume that state 1 is not a polling one and use it. */
- idx = 1;
- goto end;
- }
- /*
- * Find the deepest idle state whose target residency does not exceed
- * the current sleep length and the deepest idle state not deeper than
- * the former whose exit latency does not exceed the current latency
- * constraint. Compute the sums of metrics for early wakeup pattern
- * detection.
- */
- for (i = 1; i < drv->state_count; i++) {
- struct teo_bin *prev_bin = &cpu_data->state_bins[i-1];
- struct cpuidle_state *s = &drv->states[i];
- /*
- * Update the sums of idle state mertics for all of the states
- * shallower than the current one.
- */
- intercept_sum += prev_bin->intercepts;
- hit_sum += prev_bin->hits;
- recent_sum += prev_bin->recent;
- if (dev->states_usage[i].disable)
- continue;
- if (idx < 0) {
- idx = i; /* first enabled state */
- idx0 = i;
- }
- if (s->target_residency_ns > duration_ns)
- break;
- idx = i;
- if (s->exit_latency_ns <= latency_req)
- constraint_idx = i;
- idx_intercept_sum = intercept_sum;
- idx_hit_sum = hit_sum;
- idx_recent_sum = recent_sum;
- }
- /* Avoid unnecessary overhead. */
- if (idx < 0) {
- idx = 0; /* No states enabled, must use 0. */
- goto end;
- } else if (idx == idx0) {
- goto end;
- }
- /*
- * If the sum of the intercepts metric for all of the idle states
- * shallower than the current candidate one (idx) is greater than the
- * sum of the intercepts and hits metrics for the candidate state and
- * all of the deeper states, or the sum of the numbers of recent
- * intercepts over all of the states shallower than the candidate one
- * is greater than a half of the number of recent events taken into
- * account, the CPU is likely to wake up early, so find an alternative
- * idle state to select.
- */
- alt_intercepts = 2 * idx_intercept_sum > cpu_data->total - idx_hit_sum;
- alt_recent = idx_recent_sum > NR_RECENT / 2;
- if (alt_recent || alt_intercepts) {
- s64 first_suitable_span_ns = duration_ns;
- int first_suitable_idx = idx;
- /*
- * Look for the deepest idle state whose target residency had
- * not exceeded the idle duration in over a half of the relevant
- * cases (both with respect to intercepts overall and with
- * respect to the recent intercepts only) in the past.
- *
- * Take the possible latency constraint and duration limitation
- * present if the tick has been stopped already into account.
- */
- intercept_sum = 0;
- recent_sum = 0;
- for (i = idx - 1; i >= 0; i--) {
- struct teo_bin *bin = &cpu_data->state_bins[i];
- s64 span_ns;
- intercept_sum += bin->intercepts;
- recent_sum += bin->recent;
- span_ns = teo_middle_of_bin(i, drv);
- if ((!alt_recent || 2 * recent_sum > idx_recent_sum) &&
- (!alt_intercepts ||
- 2 * intercept_sum > idx_intercept_sum)) {
- if (teo_time_ok(span_ns) &&
- !dev->states_usage[i].disable) {
- idx = i;
- duration_ns = span_ns;
- } else {
- /*
- * The current state is too shallow or
- * disabled, so take the first enabled
- * deeper state with suitable time span.
- */
- idx = first_suitable_idx;
- duration_ns = first_suitable_span_ns;
- }
- break;
- }
- if (dev->states_usage[i].disable)
- continue;
- if (!teo_time_ok(span_ns)) {
- /*
- * The current state is too shallow, but if an
- * alternative candidate state has been found,
- * it may still turn out to be a better choice.
- */
- if (first_suitable_idx != idx)
- continue;
- break;
- }
- first_suitable_span_ns = span_ns;
- first_suitable_idx = i;
- }
- }
- /*
- * If there is a latency constraint, it may be necessary to select an
- * idle state shallower than the current candidate one.
- */
- if (idx > constraint_idx)
- idx = constraint_idx;
- /*
- * If the CPU is being utilized over the threshold, choose a shallower
- * non-polling state to improve latency, unless the scheduler tick has
- * been stopped already and the shallower state's target residency is
- * not sufficiently large.
- */
- if (cpu_data->utilized) {
- s64 span_ns;
- i = teo_find_shallower_state(drv, dev, idx, duration_ns, true);
- span_ns = teo_middle_of_bin(i, drv);
- if (teo_time_ok(span_ns)) {
- idx = i;
- duration_ns = span_ns;
- }
- }
- end:
- /*
- * 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) ||
- duration_ns < TICK_NSEC) && !tick_nohz_tick_stopped()) {
- *stop_tick = false;
- /*
- * The tick is not going to be stopped, so if the target
- * residency of the state to be returned is not within the time
- * till the closest timer including the tick, try to correct
- * that.
- */
- if (idx > idx0 &&
- drv->states[idx].target_residency_ns > delta_tick)
- idx = teo_find_shallower_state(drv, dev, idx, delta_tick, false);
- }
- return idx;
- }
- /**
- * teo_reflect - Note that governor data for the CPU need to be updated.
- * @dev: Target CPU.
- * @state: Entered state.
- */
- static void teo_reflect(struct cpuidle_device *dev, int state)
- {
- struct teo_cpu *cpu_data = per_cpu_ptr(&teo_cpus, dev->cpu);
- dev->last_state_idx = state;
- /*
- * If the wakeup was not "natural", but triggered by one of the safety
- * nets, assume that the CPU might have been idle for the entire sleep
- * length time.
- */
- if (dev->poll_time_limit ||
- (tick_nohz_idle_got_tick() && cpu_data->sleep_length_ns > TICK_NSEC)) {
- dev->poll_time_limit = false;
- cpu_data->time_span_ns = cpu_data->sleep_length_ns;
- } else {
- cpu_data->time_span_ns = local_clock() - cpu_data->time_span_ns;
- }
- }
- /**
- * teo_enable_device - Initialize the governor's data for the target CPU.
- * @drv: cpuidle driver (not used).
- * @dev: Target CPU.
- */
- static int teo_enable_device(struct cpuidle_driver *drv,
- struct cpuidle_device *dev)
- {
- struct teo_cpu *cpu_data = per_cpu_ptr(&teo_cpus, dev->cpu);
- unsigned long max_capacity = arch_scale_cpu_capacity(dev->cpu);
- int i;
- memset(cpu_data, 0, sizeof(*cpu_data));
- cpu_data->util_threshold = max_capacity >> UTIL_THRESHOLD_SHIFT;
- for (i = 0; i < NR_RECENT; i++)
- cpu_data->recent_idx[i] = -1;
- return 0;
- }
- static struct cpuidle_governor teo_governor = {
- .name = "teo",
- .rating = 19,
- .enable = teo_enable_device,
- .select = teo_select,
- .reflect = teo_reflect,
- };
- static int __init teo_governor_init(void)
- {
- return cpuidle_register_governor(&teo_governor);
- }
- postcore_initcall(teo_governor_init);
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