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1 /*
2 * menu.c - the menu idle governor
3 *
4 * Copyright (C) 2006-2007 Adam Belay <abelay@novell.com>
5 * Copyright (C) 2009 Intel Corporation
6 * Author:
7 * Arjan van de Ven <arjan@linux.intel.com>
8 *
9 * This code is licenced under the GPL version 2 as described
10 * in the COPYING file that acompanies the Linux Kernel.
11 */
12
13 #include <linux/kernel.h>
14 #include <linux/cpuidle.h>
15 #include <linux/pm_qos.h>
16 #include <linux/time.h>
17 #include <linux/ktime.h>
18 #include <linux/hrtimer.h>
19 #include <linux/tick.h>
20 #include <linux/sched.h>
21 #include <linux/math64.h>
22
23 /*
24 * Please note when changing the tuning values:
25 * If (MAX_INTERESTING-1) * RESOLUTION > UINT_MAX, the result of
26 * a scaling operation multiplication may overflow on 32 bit platforms.
27 * In that case, #define RESOLUTION as ULL to get 64 bit result:
28 * #define RESOLUTION 1024ULL
29 *
30 * The default values do not overflow.
31 */
32 #define BUCKETS 12
33 #define INTERVAL_SHIFT 3
34 #define INTERVALS (1UL << INTERVAL_SHIFT)
35 #define RESOLUTION 1024
36 #define DECAY 8
37 #define MAX_INTERESTING 50000
38
39
40 /*
41 * Concepts and ideas behind the menu governor
42 *
43 * For the menu governor, there are 3 decision factors for picking a C
44 * state:
45 * 1) Energy break even point
46 * 2) Performance impact
47 * 3) Latency tolerance (from pmqos infrastructure)
48 * These these three factors are treated independently.
49 *
50 * Energy break even point
51 * -----------------------
52 * C state entry and exit have an energy cost, and a certain amount of time in
53 * the C state is required to actually break even on this cost. CPUIDLE
54 * provides us this duration in the "target_residency" field. So all that we
55 * need is a good prediction of how long we'll be idle. Like the traditional
56 * menu governor, we start with the actual known "next timer event" time.
57 *
58 * Since there are other source of wakeups (interrupts for example) than
59 * the next timer event, this estimation is rather optimistic. To get a
60 * more realistic estimate, a correction factor is applied to the estimate,
61 * that is based on historic behavior. For example, if in the past the actual
62 * duration always was 50% of the next timer tick, the correction factor will
63 * be 0.5.
64 *
65 * menu uses a running average for this correction factor, however it uses a
66 * set of factors, not just a single factor. This stems from the realization
67 * that the ratio is dependent on the order of magnitude of the expected
68 * duration; if we expect 500 milliseconds of idle time the likelihood of
69 * getting an interrupt very early is much higher than if we expect 50 micro
70 * seconds of idle time. A second independent factor that has big impact on
71 * the actual factor is if there is (disk) IO outstanding or not.
72 * (as a special twist, we consider every sleep longer than 50 milliseconds
73 * as perfect; there are no power gains for sleeping longer than this)
74 *
75 * For these two reasons we keep an array of 12 independent factors, that gets
76 * indexed based on the magnitude of the expected duration as well as the
77 * "is IO outstanding" property.
78 *
79 * Repeatable-interval-detector
80 * ----------------------------
81 * There are some cases where "next timer" is a completely unusable predictor:
82 * Those cases where the interval is fixed, for example due to hardware
83 * interrupt mitigation, but also due to fixed transfer rate devices such as
84 * mice.
85 * For this, we use a different predictor: We track the duration of the last 8
86 * intervals and if the stand deviation of these 8 intervals is below a
87 * threshold value, we use the average of these intervals as prediction.
88 *
89 * Limiting Performance Impact
90 * ---------------------------
91 * C states, especially those with large exit latencies, can have a real
92 * noticeable impact on workloads, which is not acceptable for most sysadmins,
93 * and in addition, less performance has a power price of its own.
94 *
95 * As a general rule of thumb, menu assumes that the following heuristic
96 * holds:
97 * The busier the system, the less impact of C states is acceptable
98 *
99 * This rule-of-thumb is implemented using a performance-multiplier:
100 * If the exit latency times the performance multiplier is longer than
101 * the predicted duration, the C state is not considered a candidate
102 * for selection due to a too high performance impact. So the higher
103 * this multiplier is, the longer we need to be idle to pick a deep C
104 * state, and thus the less likely a busy CPU will hit such a deep
105 * C state.
106 *
107 * Two factors are used in determing this multiplier:
108 * a value of 10 is added for each point of "per cpu load average" we have.
109 * a value of 5 points is added for each process that is waiting for
110 * IO on this CPU.
111 * (these values are experimentally determined)
112 *
113 * The load average factor gives a longer term (few seconds) input to the
114 * decision, while the iowait value gives a cpu local instantanious input.
115 * The iowait factor may look low, but realize that this is also already
116 * represented in the system load average.
117 *
118 */
119
120 struct menu_device {
121 int last_state_idx;
122 int needs_update;
123
124 unsigned int next_timer_us;
125 unsigned int predicted_us;
126 unsigned int bucket;
127 unsigned int correction_factor[BUCKETS];
128 unsigned int intervals[INTERVALS];
129 int interval_ptr;
130 };
131
132
133 #define LOAD_INT(x) ((x) >> FSHIFT)
134 #define LOAD_FRAC(x) LOAD_INT(((x) & (FIXED_1-1)) * 100)
135
136 static inline int get_loadavg(unsigned long load)
137 {
138 return LOAD_INT(load) * 10 + LOAD_FRAC(load) / 10;
139 }
140
141 static inline int which_bucket(unsigned int duration, unsigned long nr_iowaiters)
142 {
143 int bucket = 0;
144
145 /*
146 * We keep two groups of stats; one with no
147 * IO pending, one without.
148 * This allows us to calculate
149 * E(duration)|iowait
150 */
151 if (nr_iowaiters)
152 bucket = BUCKETS/2;
153
154 if (duration < 10)
155 return bucket;
156 if (duration < 100)
157 return bucket + 1;
158 if (duration < 1000)
159 return bucket + 2;
160 if (duration < 10000)
161 return bucket + 3;
162 if (duration < 100000)
163 return bucket + 4;
164 return bucket + 5;
165 }
166
167 /*
168 * Return a multiplier for the exit latency that is intended
169 * to take performance requirements into account.
170 * The more performance critical we estimate the system
171 * to be, the higher this multiplier, and thus the higher
172 * the barrier to go to an expensive C state.
173 */
174 static inline int performance_multiplier(unsigned long nr_iowaiters, unsigned long load)
175 {
176 int mult = 1;
177
178 /* for higher loadavg, we are more reluctant */
179
180 mult += 2 * get_loadavg(load);
181
182 /* for IO wait tasks (per cpu!) we add 5x each */
183 mult += 10 * nr_iowaiters;
184
185 return mult;
186 }
187
188 static DEFINE_PER_CPU(struct menu_device, menu_devices);
189
190 static void menu_update(struct cpuidle_driver *drv, struct cpuidle_device *dev);
191
192 /*
193 * Try detecting repeating patterns by keeping track of the last 8
194 * intervals, and checking if the standard deviation of that set
195 * of points is below a threshold. If it is... then use the
196 * average of these 8 points as the estimated value.
197 */
198 static unsigned int get_typical_interval(struct menu_device *data)
199 {
200 int i, divisor;
201 unsigned int max, thresh, avg;
202 uint64_t sum, variance;
203
204 thresh = UINT_MAX; /* Discard outliers above this value */
205
206 again:
207
208 /* First calculate the average of past intervals */
209 max = 0;
210 sum = 0;
211 divisor = 0;
212 for (i = 0; i < INTERVALS; i++) {
213 unsigned int value = data->intervals[i];
214 if (value <= thresh) {
215 sum += value;
216 divisor++;
217 if (value > max)
218 max = value;
219 }
220 }
221 if (divisor == INTERVALS)
222 avg = sum >> INTERVAL_SHIFT;
223 else
224 avg = div_u64(sum, divisor);
225
226 /* Then try to determine variance */
227 variance = 0;
228 for (i = 0; i < INTERVALS; i++) {
229 unsigned int value = data->intervals[i];
230 if (value <= thresh) {
231 int64_t diff = (int64_t)value - avg;
232 variance += diff * diff;
233 }
234 }
235 if (divisor == INTERVALS)
236 variance >>= INTERVAL_SHIFT;
237 else
238 do_div(variance, divisor);
239
240 /*
241 * The typical interval is obtained when standard deviation is
242 * small (stddev <= 20 us, variance <= 400 us^2) or standard
243 * deviation is small compared to the average interval (avg >
244 * 6*stddev, avg^2 > 36*variance). The average is smaller than
245 * UINT_MAX aka U32_MAX, so computing its square does not
246 * overflow a u64. We simply reject this candidate average if
247 * the standard deviation is greater than 715 s (which is
248 * rather unlikely).
249 *
250 * Use this result only if there is no timer to wake us up sooner.
251 */
252 if (likely(variance <= U64_MAX/36)) {
253 if ((((u64)avg*avg > variance*36) && (divisor * 4 >= INTERVALS * 3))
254 || variance <= 400) {
255 return avg;
256 }
257 }
258
259 /*
260 * If we have outliers to the upside in our distribution, discard
261 * those by setting the threshold to exclude these outliers, then
262 * calculate the average and standard deviation again. Once we get
263 * down to the bottom 3/4 of our samples, stop excluding samples.
264 *
265 * This can deal with workloads that have long pauses interspersed
266 * with sporadic activity with a bunch of short pauses.
267 */
268 if ((divisor * 4) <= INTERVALS * 3)
269 return UINT_MAX;
270
271 thresh = max - 1;
272 goto again;
273 }
274
275 /**
276 * menu_select - selects the next idle state to enter
277 * @drv: cpuidle driver containing state data
278 * @dev: the CPU
279 */
280 static int menu_select(struct cpuidle_driver *drv, struct cpuidle_device *dev)
281 {
282 struct menu_device *data = this_cpu_ptr(&menu_devices);
283 int latency_req = pm_qos_request(PM_QOS_CPU_DMA_LATENCY);
284 int i;
285 unsigned int interactivity_req;
286 unsigned int expected_interval;
287 unsigned long nr_iowaiters, cpu_load;
288
289 if (data->needs_update) {
290 menu_update(drv, dev);
291 data->needs_update = 0;
292 }
293
294 /* Special case when user has set very strict latency requirement */
295 if (unlikely(latency_req == 0))
296 return 0;
297
298 /* determine the expected residency time, round up */
299 data->next_timer_us = ktime_to_us(tick_nohz_get_sleep_length());
300
301 get_iowait_load(&nr_iowaiters, &cpu_load);
302 data->bucket = which_bucket(data->next_timer_us, nr_iowaiters);
303
304 /*
305 * Force the result of multiplication to be 64 bits even if both
306 * operands are 32 bits.
307 * Make sure to round up for half microseconds.
308 */
309 data->predicted_us = DIV_ROUND_CLOSEST_ULL((uint64_t)data->next_timer_us *
310 data->correction_factor[data->bucket],
311 RESOLUTION * DECAY);
312
313 expected_interval = get_typical_interval(data);
314 expected_interval = min(expected_interval, data->next_timer_us);
315
316 if (CPUIDLE_DRIVER_STATE_START > 0) {
317 struct cpuidle_state *s = &drv->states[CPUIDLE_DRIVER_STATE_START];
318 unsigned int polling_threshold;
319
320 /*
321 * We want to default to C1 (hlt), not to busy polling
322 * unless the timer is happening really really soon, or
323 * C1's exit latency exceeds the user configured limit.
324 */
325 polling_threshold = max_t(unsigned int, 20, s->target_residency);
326 if (data->next_timer_us > polling_threshold &&
327 latency_req > s->exit_latency && !s->disabled &&
328 !dev->states_usage[CPUIDLE_DRIVER_STATE_START].disable)
329 data->last_state_idx = CPUIDLE_DRIVER_STATE_START;
330 else
331 data->last_state_idx = CPUIDLE_DRIVER_STATE_START - 1;
332 } else {
333 data->last_state_idx = CPUIDLE_DRIVER_STATE_START;
334 }
335
336 /*
337 * Use the lowest expected idle interval to pick the idle state.
338 */
339 data->predicted_us = min(data->predicted_us, expected_interval);
340
341 /*
342 * Use the performance multiplier and the user-configurable
343 * latency_req to determine the maximum exit latency.
344 */
345 interactivity_req = data->predicted_us / performance_multiplier(nr_iowaiters, cpu_load);
346 if (latency_req > interactivity_req)
347 latency_req = interactivity_req;
348
349 /*
350 * Find the idle state with the lowest power while satisfying
351 * our constraints.
352 */
353 for (i = data->last_state_idx + 1; i < drv->state_count; i++) {
354 struct cpuidle_state *s = &drv->states[i];
355 struct cpuidle_state_usage *su = &dev->states_usage[i];
356
357 if (s->disabled || su->disable)
358 continue;
359 if (s->target_residency > data->predicted_us)
360 continue;
361 if (s->exit_latency > latency_req)
362 continue;
363
364 data->last_state_idx = i;
365 }
366
367 return data->last_state_idx;
368 }
369
370 /**
371 * menu_reflect - records that data structures need update
372 * @dev: the CPU
373 * @index: the index of actual entered state
374 *
375 * NOTE: it's important to be fast here because this operation will add to
376 * the overall exit latency.
377 */
378 static void menu_reflect(struct cpuidle_device *dev, int index)
379 {
380 struct menu_device *data = this_cpu_ptr(&menu_devices);
381
382 data->last_state_idx = index;
383 data->needs_update = 1;
384 }
385
386 /**
387 * menu_update - attempts to guess what happened after entry
388 * @drv: cpuidle driver containing state data
389 * @dev: the CPU
390 */
391 static void menu_update(struct cpuidle_driver *drv, struct cpuidle_device *dev)
392 {
393 struct menu_device *data = this_cpu_ptr(&menu_devices);
394 int last_idx = data->last_state_idx;
395 struct cpuidle_state *target = &drv->states[last_idx];
396 unsigned int measured_us;
397 unsigned int new_factor;
398
399 /*
400 * Try to figure out how much time passed between entry to low
401 * power state and occurrence of the wakeup event.
402 *
403 * If the entered idle state didn't support residency measurements,
404 * we use them anyway if they are short, and if long,
405 * truncate to the whole expected time.
406 *
407 * Any measured amount of time will include the exit latency.
408 * Since we are interested in when the wakeup begun, not when it
409 * was completed, we must subtract the exit latency. However, if
410 * the measured amount of time is less than the exit latency,
411 * assume the state was never reached and the exit latency is 0.
412 */
413
414 /* measured value */
415 measured_us = cpuidle_get_last_residency(dev);
416
417 /* Deduct exit latency */
418 if (measured_us > 2 * target->exit_latency)
419 measured_us -= target->exit_latency;
420 else
421 measured_us /= 2;
422
423 /* Make sure our coefficients do not exceed unity */
424 if (measured_us > data->next_timer_us)
425 measured_us = data->next_timer_us;
426
427 /* Update our correction ratio */
428 new_factor = data->correction_factor[data->bucket];
429 new_factor -= new_factor / DECAY;
430
431 if (data->next_timer_us > 0 && measured_us < MAX_INTERESTING)
432 new_factor += RESOLUTION * measured_us / data->next_timer_us;
433 else
434 /*
435 * we were idle so long that we count it as a perfect
436 * prediction
437 */
438 new_factor += RESOLUTION;
439
440 /*
441 * We don't want 0 as factor; we always want at least
442 * a tiny bit of estimated time. Fortunately, due to rounding,
443 * new_factor will stay nonzero regardless of measured_us values
444 * and the compiler can eliminate this test as long as DECAY > 1.
445 */
446 if (DECAY == 1 && unlikely(new_factor == 0))
447 new_factor = 1;
448
449 data->correction_factor[data->bucket] = new_factor;
450
451 /* update the repeating-pattern data */
452 data->intervals[data->interval_ptr++] = measured_us;
453 if (data->interval_ptr >= INTERVALS)
454 data->interval_ptr = 0;
455 }
456
457 /**
458 * menu_enable_device - scans a CPU's states and does setup
459 * @drv: cpuidle driver
460 * @dev: the CPU
461 */
462 static int menu_enable_device(struct cpuidle_driver *drv,
463 struct cpuidle_device *dev)
464 {
465 struct menu_device *data = &per_cpu(menu_devices, dev->cpu);
466 int i;
467
468 memset(data, 0, sizeof(struct menu_device));
469
470 /*
471 * if the correction factor is 0 (eg first time init or cpu hotplug
472 * etc), we actually want to start out with a unity factor.
473 */
474 for(i = 0; i < BUCKETS; i++)
475 data->correction_factor[i] = RESOLUTION * DECAY;
476
477 return 0;
478 }
479
480 static struct cpuidle_governor menu_governor = {
481 .name = "menu",
482 .rating = 20,
483 .enable = menu_enable_device,
484 .select = menu_select,
485 .reflect = menu_reflect,
486 };
487
488 /**
489 * init_menu - initializes the governor
490 */
491 static int __init init_menu(void)
492 {
493 return cpuidle_register_governor(&menu_governor);
494 }
495
496 postcore_initcall(init_menu);