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ComputeEngine

inference_lab::compute::engine

Struct ComputeEngine 

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pub struct ComputeEngine { /* private fields */ }

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impl ComputeEngine

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pub fn new(hardware: HardwareConfig, model: ModelConfig) -> Self

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pub fn calculate_iteration_time( &self, batch_requests: &[&Request], tokens_per_request: &[u32], ) -> f64

Calculate time to process an iteration (in seconds) Takes batch of requests and number of tokens to process for each Returns max(compute_time, memory_time) since they happen in parallel

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pub fn calculate_flops_utilization( &self, batch_requests: &[&Request], tokens_per_request: &[u32], actual_time: f64, ) -> f64

Calculate FLOPS utilization for this iteration (0.0 to 1.0)

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pub fn calculate_bandwidth_utilization( &self, bytes_transferred: f64, actual_time: f64, ) -> f64

Calculate memory bandwidth utilization for this iteration (0.0 to 1.0)

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pub fn calculate_bytes_transferred( &self, batch_requests: &[&Request], tokens_per_request: &[u32], ) -> f64

Calculate total bytes transferred for a batch of requests

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