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KVCacheConfig

Struct KVCacheConfig 

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pub struct KVCacheConfig {
    pub num_layers: usize,
    pub num_heads: usize,
    pub head_dim: usize,
    pub max_seq_len: usize,
    pub max_batch_size: usize,
    pub enabled: bool,
}
Expand description

Configuration for KV-cache

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§num_layers: usize

Number of layers in the model

§num_heads: usize

Number of attention heads per layer

§head_dim: usize

Dimension per attention head (d_k)

§max_seq_len: usize

Maximum sequence length to cache

§max_batch_size: usize

Maximum batch size

§enabled: bool

Whether to enable cache

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impl KVCacheConfig

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pub fn new(num_layers: usize, num_heads: usize, head_dim: usize) -> Self

Create a new KV-cache configuration

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pub fn with_max_seq_len(self, max_seq_len: usize) -> Self

Set maximum sequence length

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pub fn with_max_batch_size(self, max_batch_size: usize) -> Self

Set maximum batch size

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pub fn with_enabled(self, enabled: bool) -> Self

Enable or disable cache

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pub fn validate(&self) -> Result<()>

Validate configuration

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pub fn memory_usage(&self) -> usize

Calculate memory usage in bytes

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pub fn memory_usage_mb(&self) -> f64

Human-readable memory usage

Trait Implementations§

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impl Clone for KVCacheConfig

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fn clone(&self) -> KVCacheConfig

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 KVCacheConfig

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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 KVCacheConfig

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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 KVCacheConfig

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

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Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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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).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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where T: Clone,

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type Owned = T

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Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,