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DistributedStats

tensorlogic_infer::distributed

Struct DistributedStats 

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pub struct DistributedStats {
    pub total_communications: usize,
    pub total_bytes_communicated: u64,
    pub gradient_syncs: usize,
    pub avg_communication_time_ms: f64,
    pub load_imbalance: f64,
}
Expand description

Statistics for distributed execution.

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§total_communications: usize

Total number of communication operations

§total_bytes_communicated: u64

Total bytes communicated

§gradient_syncs: usize

Number of gradient synchronizations

§avg_communication_time_ms: f64

Average communication time

§load_imbalance: f64

Load imbalance metric (0.0 = perfect, 1.0 = worst)

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impl DistributedStats

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pub fn summary(&self) -> String

Get a summary of distributed execution statistics.

Trait Implementations§

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impl Clone for DistributedStats

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fn clone(&self) -> DistributedStats

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

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

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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 Default for DistributedStats

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fn default() -> DistributedStats

Returns the “default value” for a type. Read more

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

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where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

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type Owned = T

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fn to_owned(&self) -> T

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type Error = Infallible

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type Error = <U as TryFrom<T>>::Error

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