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LoadBalanceAnalysis

trustformers_debug::distributed_profiling

Struct LoadBalanceAnalysis 

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pub struct LoadBalanceAnalysis {
    pub imbalance_score: f64,
    pub compute_utilization: HashMap<String, f64>,
    pub memory_utilization: HashMap<String, f64>,
    pub throughput: HashMap<String, f64>,
    pub stragglers: Vec<String>,
    pub idle_time: HashMap<String, f64>,
}
Expand description

Load balance analysis across nodes

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§imbalance_score: f64

Load imbalance score (0-1, lower is better)

§compute_utilization: HashMap<String, f64>

Compute utilization per node

§memory_utilization: HashMap<String, f64>

Memory utilization per node

§throughput: HashMap<String, f64>

Throughput per node

§stragglers: Vec<String>

Straggler nodes (slowest nodes)

§idle_time: HashMap<String, f64>

Idle time per node (seconds)

Trait Implementations§

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impl Clone for LoadBalanceAnalysis

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fn clone(&self) -> LoadBalanceAnalysis

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for LoadBalanceAnalysis

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for LoadBalanceAnalysis

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for LoadBalanceAnalysis

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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