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FlopAnalysis

trustformers_debug::computation_graph

Struct FlopAnalysis 

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pub struct FlopAnalysis {
    pub total_flops: u64,
    pub flops_by_operation: HashMap<OperationType, u64>,
    pub compute_hotspots: Vec<(String, u64)>,
    pub arithmetic_intensity: f64,
    pub complexity_analysis: ComplexityAnalysis,
}
Expand description

FLOP (Floating Point Operations) analysis

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§total_flops: u64

Total FLOP count

§flops_by_operation: HashMap<OperationType, u64>

FLOP count by operation type

§compute_hotspots: Vec<(String, u64)>

Nodes with highest FLOP count

§arithmetic_intensity: f64

Arithmetic intensity (FLOPs per byte)

§complexity_analysis: ComplexityAnalysis

Computational complexity analysis

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impl Clone for FlopAnalysis

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fn clone(&self) -> FlopAnalysis

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 FlopAnalysis

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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 FlopAnalysis

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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 FlopAnalysis

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

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