Struct MemoryRequirements 

pub struct MemoryRequirements {
    pub parameter_memory: u64,
    pub activation_memory_per_token: usize,
    pub kv_cache_memory_per_token: usize,
    pub overhead_memory: u64,
}

Memory requirements for model execution

Fields

parameter_memory: u64

Model parameter memory in bytes

activation_memory_per_token: usize

Minimum activation memory per token

kv_cache_memory_per_token: usize

KV cache memory per token per layer

overhead_memory: u64

Additional overhead memory

Implementations

impl MemoryRequirements

pub fn calculate_total_memory( &self, batch_size: usize, sequence_length: usize, num_layers: usize, ) -> u64

Calculate total memory for given configuration

Trait Implementations

impl Clone for MemoryRequirements

fn clone(&self) -> MemoryRequirements

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for MemoryRequirements

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for MemoryRequirements

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for MemoryRequirements

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.