Struct DeviceCapabilities 

pub struct DeviceCapabilities {
    pub device_type: DeviceType,
    pub cpu: CpuInfo,
    pub memory: MemoryInfo,
    pub has_gpu: bool,
    pub has_fast_storage: bool,
    pub network_bandwidth_mbps: Option<u32>,
}

Device capabilities

Fields

device_type: DeviceType

Device type

cpu: CpuInfo

CPU information

memory: MemoryInfo

Memory information

has_gpu: bool

Has GPU acceleration

has_fast_storage: bool

Has fast storage (SSD)

network_bandwidth_mbps: Option<u32>

Network bandwidth estimate (Mbps)

Implementations

impl DeviceCapabilities

pub fn detect() -> Result<Self, DeviceError>

Detect device capabilities

pub fn optimal_batch_size( &self, model_size_bytes: u64, item_size_bytes: u64, ) -> usize

Calculate optimal batch size based on available memory and model size

pub fn recommended_workers(&self) -> usize

Get recommended worker count for parallel processing

Trait Implementations

impl Clone for DeviceCapabilities

fn clone(&self) -> DeviceCapabilities

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DeviceCapabilities

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DeviceCapabilities

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DeviceCapabilities

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

where __S: Serializer,

Serialize this value into the given Serde serializer.