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LayerProfile

torsh_cli::commands::model::enhanced_profiling

Struct LayerProfile 

Source 
pub struct LayerProfile {
    pub name: String,
    pub layer_type: String,
    pub input_shape: Vec<usize>,
    pub output_shape: Vec<usize>,
    pub parameters: u64,
    pub memory_bytes: u64,
    pub flops: u64,
    pub execution_time_ms: Option<f64>,
    pub runtime_memory_mb: Option<f64>,
    pub param_percentage: f64,
    pub flops_percentage: f64,
}
Expand description

Layer profiling result

Fields§

§name: String

Layer name

§layer_type: String

Layer type (Linear, Conv2d, etc.)

§input_shape: Vec<usize>

Input shape

§output_shape: Vec<usize>

Output shape

§parameters: u64

Number of parameters

§memory_bytes: u64

Memory footprint (bytes)

§flops: u64

Estimated FLOPs per forward pass

§execution_time_ms: Option<f64>

Execution time (ms) - if measured

§runtime_memory_mb: Option<f64>

Memory usage during execution (MB) - if measured

§param_percentage: f64

Percentage of total model parameters

§flops_percentage: f64

Percentage of total model FLOPs

Trait Implementations§

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impl Clone for LayerProfile

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fn clone(&self) -> LayerProfile

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 LayerProfile

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

Formats the value using the given formatter. Read more

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