Building and Reading Shmoo Plots: Inputs and Outputs

Inputs and outputs contract

Inputs and Outputs for Building and Reading Shmoo Plots is anchored on Shmoo completeness score (axis coverage and step resolution), rerun reproducibility, and fail-cluster density per sweep window.. Convert observed behavior into mechanism-backed and owner-bound actions.

INPUTS
  - board and fixture configuration state
  - firmware revision and boot arguments
  - corner conditions (V/F/T) and workload window
  - instrumentation profile and trace coverage assumptions

OUTPUTS
  - evidence-backed root-cause class
  - owner-signed mitigation proposal
  - replay validation matrix and rollback triggers
  - release recommendation

Ownership split

OWNERSHIP LAYERS - Building and Reading Shmoo Plots

+----------------------+--------------------------------+--------------------------------+
| Team                 | Primary responsibility         | Closure artifact               |
+----------------------+--------------------------------+--------------------------------+
| silicon characterization lead | hypothesis map and execution     | triage decision log            |
| ATE and lab automation owner | stage behavior and software proof | boot/trace evidence packet     |
| clock and voltage bring-up owner | replay matrix and risk closure    | signoff memo + rollback gates  |
+----------------------+--------------------------------+--------------------------------+

Silicon bring-up deep dive

Characterization creates release confidence only when sweep design and fail signatures remain stable across reruns.

Concept diagram

CHARACTERIZATION WORKFLOW

sweep plan -> capture matrix -> isolate edges -> define guardband -> validate

Metric graph

SHMOO SIGNAL QUALITY

isolated holes           ████
stable fail clusters     ███████
validated guardbands     ██████

Metrics and artifacts to collect

• pass-island continuity map

• corner fail-cluster density

• guardband recommendation log

• retest reproducibility ratio

Mini case study

A nominal-corner shmoo hole was explained after separating true timing margin loss from fixture sensitivity effects.

Debug branches

• Match setup state before comparing corner points.

• Classify fail clusters by signature, not just count.

• Validate guardbands with independent replay runs.

Senior review question

Ask: what is the first failing boundary, which artifact proves it, and who owns bounded closure?

Key takeaways

• Tie every bring-up claim to one reproducible setup state and one proving artifact.

• Prefer bounded fixes with clear owner and rollback trigger over broad multi-variable edits.

Common pitfalls

• Running parallel uncontrolled experiments and losing causality.

• Declaring closure without replaying across representative corners.

• Escalating severity before bench/setup hypotheses are disproven.

Handoff explanation

Inputs should include board state, firmware hash, environment corner, and instrumentation profile.

Outputs should include owner-signed mitigation proposal and validation boundaries.