Core measurement engine for InferenceBench — drivers, telemetry, percentiles, fingerprinting
Project description
inferencebench-harness
The core measurement engine. Drivers (open-loop Poisson, closed-loop), telemetry samplers (NVML, RAPL), percentile math with bootstrap CI, hardware fingerprinting.
Status
Phase 1 active development.
Public API (in development)
from inferencebench.harness import BenchmarkRun, OpenLoopDriver, ClosedLoopDriver
from inferencebench.harness.telemetry import NVMLSampler, RAPLSampler
from inferencebench.harness.metrics import Percentiles, BootstrapCI, GoodputAtSLO
from inferencebench.harness.fingerprint import compute_hardware_fingerprint
See docs/concepts/harness.md for the full conceptual guide.
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