Inference Latency Calculator
Estimate inference latency for ML models by analyzing compute-bound and memory-bound components.
How to Use the Inference Latency Calculator
- Enter model size in millions of parameters.
- Set batch size and sequence length.
- Specify GPU TFLOPS and memory bandwidth.
- Click Calculate for latency analysis.
Casos de Uso
- •Model serving optimization
- •Hardware selection for inference
- •Latency SLA planning
Fórmula
Latency = max(Compute, Memory); Compute = 2·Params·Batch·Seq / TFLOPS
Preguntas Frecuentes
How accurate is this calculator?
Results are based on standard industry formulas and are suitable for preliminary estimates.
What units are used?
Standard IT units (requests/sec, ms, %, USD) are used unless otherwise noted.
Is it free?
Yes, all calculators are completely free.