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EnergyModelOptimizer

Struct EnergyModelOptimizer 

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struct EnergyModelOptimizer<'a> {
    eq_pds: Vec<Vec<&'a PerfDomain>>,
    nr_cpus_combinations: Vec<Vec<usize>>,
    cpus_topological_order: Vec<usize>,
    pd_cpu_order: BTreeMap<usize, RefCell<Vec<usize>>>,
    tot_perf: usize,
    pdss_infos: RefCell<BTreeMap<usize, RefCell<HashSet<PDSetInfo<'a>>>>>,
    perf_pdsi: RefCell<BTreeMap<usize, PDSetInfo<'a>>>,
    perf_cpu_order: RefCell<BTreeMap<usize, PerfCpuOrder>>,
}

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§eq_pds: Vec<Vec<&'a PerfDomain>>§nr_cpus_combinations: Vec<Vec<usize>>§cpus_topological_order: Vec<usize>§pd_cpu_order: BTreeMap<usize, RefCell<Vec<usize>>>§tot_perf: usize§pdss_infos: RefCell<BTreeMap<usize, RefCell<HashSet<PDSetInfo<'a>>>>>§perf_pdsi: RefCell<BTreeMap<usize, PDSetInfo<'a>>>§perf_cpu_order: RefCell<BTreeMap<usize, PerfCpuOrder>>

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impl<'a> EnergyModelOptimizer<'a>

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fn new(em: &'a EnergyModel, cpus_pf: &'a Vec<CpuId>) -> EnergyModelOptimizer<'a>

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fn get_perf_cpu_order_table( em: &'a EnergyModel, cpus_pf: &'a Vec<CpuId>, ) -> BTreeMap<usize, PerfCpuOrder>

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fn get_fake_perf_cpu_order_table( cpus_pf: &'a Vec<CpuId>, cpus_ps: &'a Vec<CpuId>, ) -> BTreeMap<usize, PerfCpuOrder>

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fn fake_pco( tot_perf: usize, cpuids: &'a Vec<CpuId>, powersave: bool, ) -> PerfCpuOrder

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fn gen_perf_cpu_order_table(&'a self)

Generate the performance versus CPU preference order table based on the system’s CPU topology and energy model. The table consists of the following information (PerfCpuOrder):

  • PerfCpuOrder::perf_cap: The upper bound of the performance capacity covered by this tuple.

  • PerfCpuOrder::cpus_perf: Primary CPUs to be used is ordered by preference.

  • PerfCpuOrder::cpus_ovrflw: When the system load goes beyond @perf_cap, the list of CPUs to be used is ordered by preference.

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fn assign_cpu_vids(&'a self)

Generate a CPU order table for each performance range.

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fn sort_cpus_by_topological_order(&'a self, cpus: &Vec<usize>) -> Vec<usize>

Sort the CPU IDs by topological order (@self.cpus_topological_order).

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fn gen_perf_pds_table(&'a self)

Generate a table of performance vs. performance domain sets (@self.perf_pdss) from all the possible performance domain & state combinations (@self.pdss_infos).

An example result is as follows: PERF: [, 300] pd:id: 0 – cpu_vid: 0 pd:id: 0 – cpu_vid: 1 PERF: [, 1138] pd:id: 0 – cpu_vid: 0 pd:id: 0 – cpu_vid: 1 pd:id: 1 – cpu_vid: 0 pd:id: 1 – cpu_vid: 1 PERF: [, 3386] pd:id: 1 – cpu_vid: 0 pd:id: 1 – cpu_vid: 1 pd:id: 1 – cpu_vid: 2 pd:id: 2 – cpu_vid: 0 pd:id: 2 – cpu_vid: 1 PERF: [, 3977] pd:id: 0 – cpu_vid: 0 pd:id: 1 – cpu_vid: 0 pd:id: 1 – cpu_vid: 1 pd:id: 1 – cpu_vid: 2 pd:id: 2 – cpu_vid: 0 pd:id: 2 – cpu_vid: 1 PERF: [, 4508] pd:id: 0 – cpu_vid: 0 pd:id: 0 – cpu_vid: 1 pd:id: 1 – cpu_vid: 0 pd:id: 1 – cpu_vid: 1 pd:id: 1 – cpu_vid: 2 pd:id: 2 – cpu_vid: 0 pd:id: 2 – cpu_vid: 1 PERF: [, 5627] pd:id: 0 – cpu_vid: 0 pd:id: 0 – cpu_vid: 1 pd:id: 1 – cpu_vid: 0 pd:id: 1 – cpu_vid: 1 pd:id: 1 – cpu_vid: 2 pd:id: 2 – cpu_vid: 0 pd:id: 2 – cpu_vid: 1 pd:id: 3 – cpu_vid: 0

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fn find_perf_pds_for( &'a self, util: f32, base: Option<&PDSetInfo<'a>>, ) -> Option<PDSetInfo<'a>>

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fn gen_all_pds_combinations(&'a self)

Generate all possible performance domain & state combinations, @self.pdss_infos. Each combination represents a set of performance domains (and their corresponding performance states) that achieve the requested performance with minimal power consumption.

We assume a ‘reasonable load balancer,’ so the CPU utilization of all the involved CPUs is similar.

An example result is as follows:

PERF: [_, 5135]
    perf: 5135 -- power: 5475348
        pd:id: 0 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 1
        pd:id: 1 -- cpu_vid: 2
        pd:id: 2 -- cpu_vid: 0
        pd:id: 2 -- cpu_vid: 1
        pd:id: 3 -- cpu_vid: 0
PERF: [_, 5187]
    perf: 5187 -- power: 4844969
        pd:id: 0 -- cpu_vid: 0
        pd:id: 0 -- cpu_vid: 1
        pd:id: 1 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 1
        pd:id: 1 -- cpu_vid: 2
        pd:id: 2 -- cpu_vid: 0
        pd:id: 2 -- cpu_vid: 1
        pd:id: 3 -- cpu_vid: 0
PERF: [_, 5195]
    perf: 5195 -- power: 5924606
        pd:id: 1 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 1
        pd:id: 1 -- cpu_vid: 2
        pd:id: 2 -- cpu_vid: 0
        pd:id: 2 -- cpu_vid: 1
        pd:id: 3 -- cpu_vid: 0
PERF: [_, 5217]
    perf: 5217 -- power: 4894911
        pd:id: 0 -- cpu_vid: 0
        pd:id: 0 -- cpu_vid: 1
        pd:id: 1 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 1
        pd:id: 1 -- cpu_vid: 2
        pd:id: 2 -- cpu_vid: 0
        pd:id: 2 -- cpu_vid: 1
        pd:id: 3 -- cpu_vid: 0
PERF: [_, 5225]
    perf: 5225 -- power: 5665770
        pd:id: 0 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 1
        pd:id: 1 -- cpu_vid: 2
        pd:id: 2 -- cpu_vid: 0
        pd:id: 2 -- cpu_vid: 1
        pd:id: 3 -- cpu_vid: 0
PERF: [_, 5316]
    perf: 5316 -- power: 5860568
        pd:id: 0 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 0
        pd:id: 1 -- cpu_vid: 1
        pd:id: 1 -- cpu_vid: 2
        pd:id: 2 -- cpu_vid: 0
        pd:id: 2 -- cpu_vid: 1
        pd:id: 3 -- cpu_vid: 0
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fn gen_perf_cpuset_table_range(&'a self, low: isize, high: isize)

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fn rank_perf_doms(cpus_pf: &[CpuId]) -> BTreeMap<usize, usize>

Rank the performance domains by CPU preference: a performance domain is as preferred as its most preferred CPU, which is the first one appearing in @cpus_pf. A performance domain with no CPU in @cpus_pf is unranked and comes last.

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fn sort_eq_pds( em: &'a EnergyModel, cpus_pf: &'a [CpuId], ) -> Vec<Vec<&'a PerfDomain>>

Collect the member performance domains of each equivalence performance domain of @em, ordering both the members and the equivalence performance domains by CPU preference. See @EnergyModelOptimizer::eq_pds.

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fn gen_nr_cpus_combinations(max_nr_cpus: &[usize]) -> Vec<Vec<usize>>

Enumerate how many CPUs to take from each equivalence performance domain, taking at most @max_nr_cpus[i] CPUs from the i-th one. See @EnergyModelOptimizer::nr_cpus_combinations.

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fn gen_all_nr_cpus(max_nr_cpus: &[usize]) -> Vec<Vec<usize>>

Enumerate how many CPUs to take from each equivalence performance domain in every possible way. An equivalence performance domain independently takes 0, 1, … up to all of its CPUs, so a combination picks one count from the range 0..=max_nr_cpus[i] of every equivalence performance domain. Picking one element from each of several ranges, in all the possible ways, is the cartesian product of those ranges, which multi_cartesian_product enumerates one combination at a time. See @EnergyModelOptimizer::nr_cpus_combinations for an example.

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fn gen_run_nr_cpus(max_nr_cpus: &[usize]) -> Vec<Vec<usize>>

Enumerate how many CPUs to take from each equivalence performance domain when there are too many combinations to consider them all (@MAX_EQPD_COMBINATIONS). Only the runs of equivalence performance domains are considered, where a run takes all the CPUs of consecutive equivalence performance domains and some of the CPUs of the last one:

  • A forward run grows from the first equivalence performance domain, adding one more equivalence performance domain at a time.
  • A backward run grows from the last equivalence performance domain in the opposite direction.
  • A single run takes CPUs from one equivalence performance domain and none from the others.

For example, with three equivalence performance domains of 1, 2, and 1 CPUs, the runs are:

forward:  [1, 0, 0]
          [1, 1, 0], [1, 2, 0]
          [1, 2, 1]
backward: [0, 0, 1]
          [0, 1, 1], [0, 2, 1]
          [1, 2, 1]
single:   [1, 0, 0]
          [0, 1, 0], [0, 2, 0]
          [0, 0, 1]

which is 3 * nr_cpus = 12 combinations, or 9 once the duplicates are removed. Since there are at most 3 * nr_cpus of them, the runs always fit in @MAX_EQPD_COMBINATIONS.

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fn gen_pds_combinations(&'a self, util: f32) -> Vec<PDSetInfo<'a>>

Generate the combinations of performance domains and states to consider for a given CPU utilization (@util), one for each combination of per-equivalence performance domain CPU counts.

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fn gen_pdsi(&'a self, nr_cpus: &[usize], util: f32) -> PDSetInfo<'a>

Build the performance domains and states taking @nr_cpus[i] CPUs from the i-th equivalence performance domain at the performance state for @util. The CPUs are taken from the member performance domains in order, so the CPUs for a count of N are always a subset of the ones for N + 1.

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fn insert_pds_combinations(&self, new_pdsi_vec: &Vec<PDSetInfo<'a>>) -> bool

Trait Implementations§

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impl<'a> Debug for EnergyModelOptimizer<'a>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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