AmdahlScenario
Optimization scenarios · Implementation: mlsysim/engine/scenario_definitions/optimization.py.
Construct this scenario with keyword inputs. The fields below show the types and defaults declared by this class.
A sequential request path whose stage is made speedup times faster.
Notes
Equation: Compose mlsysim.solvers.AmdahlModel.
Assumptions: The stated fields are inputs to mlsysim.solvers.AmdahlModel; its documented validity regime, units, and modeling choices apply unchanged.
Excludes: This scenario adds no measurement, empirical calibration, or mechanisms beyond mlsysim.solvers.AmdahlModel.
References
Derivation: this scenario binds its input fields to the referenced implementation contracts: mlsysim.solvers.AmdahlModel. The methods below identify any additional arithmetic.
Examples
>>> from mlsysim import Scenarios
>>> case = Scenarios.ModelSpeedupRequestPath
>>> type(case.result).__name__
'AmdahlResult'Attributes
| Name | Description |
|---|---|
| result | Evaluate this scenario through mlsysim.solvers.AmdahlModel.solve. Equation: pass the |
| speedup | |
| stage | |
| stages |
stages
Type: Dict[str, Quantity].
Declared default: required.
stage
Type: str.
Declared default: required.
speedup
Type: float.
Declared default: required.
result
engine.scenario_types.AmdahlScenario.result
Evaluate this scenario through mlsysim.solvers.AmdahlModel.solve. Equation: pass the stated fields to that implementation; its contract defines the calculation and feasibility tests. Units: each returned field follows the referenced result schema; no independent equation is evaluated by this wrapper.