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TensorStats

trustformers_debug::tensor_inspector

Struct TensorStats 

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pub struct TensorStats {
Show 16 fields
    pub shape: Vec<usize>,
    pub dtype: String,
    pub total_elements: usize,
    pub mean: f64,
    pub std: f64,
    pub min: f64,
    pub max: f64,
    pub median: f64,
    pub l1_norm: f64,
    pub l2_norm: f64,
    pub infinity_norm: f64,
    pub nan_count: usize,
    pub inf_count: usize,
    pub zero_count: usize,
    pub memory_usage_bytes: usize,
    pub sparsity: f64,

}
Expand description

Statistics about a tensor

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§shape: Vec<usize>§dtype: String§total_elements: usize§mean: f64§std: f64§min: f64§max: f64§median: f64§l1_norm: f64§l2_norm: f64§infinity_norm: f64§nan_count: usize§inf_count: usize§zero_count: usize§memory_usage_bytes: usize§sparsity: f64

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impl Clone for TensorStats

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fn clone(&self) -> TensorStats

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 TensorStats

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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 TensorStats

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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 TensorStats

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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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fn to_json(&self) -> Result<String, TrustformersError>

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Save to file
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Load from file
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