Mechanism to understand

Mechanism for Link Training focuses on training pass rate, time-to-L0, fallback mode frequency. The goal is to connect observed symptom to boundary mechanism, ownership, and signoff risk.

Training protocols establish lane polarity, timing, equalization, and protocol states; digital state machines must synchronize with PHY indications and timeout policies. Think of AMS integration as a signed contract: analog macros expose assumptions, digital wrappers enforce them, and physical design preserves them under real switching stress.

• Identify the exact boundary under analysis.

• Identify mode dependencies: clock, reset, power, thermal, and traffic.

• Identify first observable signal of contract violation.

Layered view

AMS CLOSURE FLOW — Link Training

spec + handoff assumptions
        |
        v
boundary implementation (wrapper/cells/reset)
        |
        v
physical context (floorplan/power/package)
        |
        v
metrics + artifacts (jitter/BER/noise/validity)
        |
        v
root-cause classification -> bounded fix -> regression

Debug rule: always name mode, boundary, evidence tag, and owner.

Training state path

detect -> poll -> config EQ -> align -> active/L0
      ^                                  |
      +------------- retry/fallback -----+

Layer responsibilities

AMS OWNERSHIP LAYERS — Link Training

layer                owns                                failure mode
------------------   ----------------------------------  --------------------------
spec contract         clocks/resets/interfaces            hidden assumption drift
wrapper logic         synchronizers/framing/flags         silent data corruption
physical integration  floorplan/isolation/power           coupled noise and droop
signoff governance    waivers/checklists/dashboard        release with blind spots
closure               debug order + regression            fix regresses another mode

AMS deep dive

SerDes closure requires protocol, training, and SI evidence together.

Concept diagram

SERDES FLOW

training -> equalization -> lane margin -> protocol stability

Metric graph

BER VS EQ

BER
 ^
 |  high  low  high
 +-----------------> EQ setting

Reports and artifacts

• lane BER

• training state transitions

• EQ sweep report

• link retry counters

Mini case study

Link looked protocol-clean but lane margin collapsed under thermal sweep.

Debug branches

• Correlate LTSSM and lane metrics

• Check SI margins

• Review firmware timeout assumptions

Senior review question

Ask: what boundary condition proves this topic is actually closed?

Key takeaways

• State boundary, mode, and evidence tag with every claim.

• Always align analog, digital, and physical owners before signoff decisions.

Common pitfalls

• Fixing averages while tails still fail.

• Skipping package/supply evidence in jitter or SerDes issues.

• Shipping with waivers that lack owner and expiration criteria.

Mechanism deep dive

Training protocols establish lane polarity, timing, equalization, and protocol states; digital state machines must synchronize with PHY indications and timeout policies.