1.2 KiB
1.2 KiB
Infrastructure and Performance Features
Load the matching design from the reviewed head:
- Prometheus Metrics for logger wrapping, gating, lifecycle, stage transfer, and metric definitions.
- Speech Generation Performance Optimizations for stage batching, CUDA graphs, async chunk, streaming, re-prefill, compile, and deployment evidence.
Feature checks
- Route instrumentation changes through observability or profiling and result methodology through benchmarking and the performance evidence check.
- Preserve opt-in/default behavior, units, labels, aggregation, timing scope, lifecycle resets, and bounded overhead.
- For stacked optimizations, measure each increment against the same baseline and explain interactions, quality guards, regressions, and limitations.
- Require exact model, checkpoint, hardware, software, workload, topology, concurrency, warmup, repetitions, and production commands.
- Update the design page when metric meaning, supported optimization stack, or deployment guidance changes.