StorageFootprintScenario
Data scenarios · Implementation: mlsysim/engine/scenario_definitions/data.py.
Construct this scenario with keyword inputs. The fields below show the types and defaults declared by this class.
What a training run of workload reads once, saves every interval, and archives.
Notes
Equation: Compose mlsysim.solvers.StorageFootprintModel.
Assumptions: The stated fields are inputs to mlsysim.solvers.StorageFootprintModel; its documented validity regime, units, and modeling choices apply unchanged.
Excludes: This scenario adds no measurement, empirical calibration, or mechanisms beyond mlsysim.solvers.StorageFootprintModel.
References
Derivation: this scenario binds its input fields to the referenced implementation contracts: mlsysim.solvers.StorageFootprintModel. The methods below identify any additional arithmetic.
Examples
>>> from mlsysim import Scenarios
>>> case = Scenarios.Gpt3StorageFootprint
>>> type(case.result).__name__
'StorageFootprintResult'Attributes
| Name | Description |
|---|---|
| archive_every | |
| bytes_per_param | |
| corpus_bytes | |
| result | Evaluate this scenario through mlsysim.solvers.StorageFootprintModel.solve. |
| run_duration | |
| save_interval | |
| shard_bytes | |
| source_bytes | |
| workload |
workload
Type: Workload.
Declared default: required.
bytes_per_param
Type: Quantity.
Declared default: required.
corpus_bytes
Type: Quantity.
Declared default: required.
source_bytes
Type: Quantity.
Declared default: required.
run_duration
Type: Quantity.
Declared default: required.
save_interval
Type: Quantity.
Declared default: required.
shard_bytes
Type: Quantity.
Declared default: required.
archive_every
Type: int.
Declared default: 100.
result
engine.scenario_types.StorageFootprintScenario.result
Evaluate this scenario through mlsysim.solvers.StorageFootprintModel.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.