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fix(trainer-rank): price dense CP2 recompute from traced stages - #986

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bradhilton wants to merge 39 commits into

dalinar/cp-layout-recompute-floorfrom

dalinar/dense-recompute-floor

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fix(trainer-rank): price dense CP2 recompute from traced stages#986
bradhilton wants to merge 39 commits into
dalinar/cp-layout-recompute-floorfrom
dalinar/dense-recompute-floor

Commits on Sep 26, 2026
- Price dense recompute by its traced stage and one input gradient
  
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- Charge dense no-grad transients and recompile residue; harden the gate
  
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- Decide dense eligibility once per wave; check wrapper delegates
  
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- Accept Dynamo-compiled GDN layer delegates in the dense gate
  
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- Match the dense gate to the traced Qwen execution
  
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- Check everything a dense layer runs before pricing its traced stage
  
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- Merge the rebased per-rank CP2 layouts into dense recompute pricing
  
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- Merge the per-rank CP2 layout review fixes into dense recompute pricing
  
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- Test that dense widths stay at TP1 where a sequence-parallel floor prices
  
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Commits on Sep 27, 2026
- Merge the layout-path TE test into dense recompute pricing
  
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Commits on Sep 28, 2026
- Merge the layout-boundary adapter-gradient port (#978 53feda89b)
  
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- Merge the #978 combine-floor test (5163520d8)
  
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- Merge the #978 per-rank adapter pairing (75a3912a7)
  
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- Merge #978's sequential gradient groups (f47a06f27)
  
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- Merge #978's pending-gradient tests (29c6a82ad)
  
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- Merge #978's closed-form group order and pending reuse (500553bb4)
  
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- Merge #978's two-slot split test (6eb86f7b4)
  
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- Merge #978's two-slot lower-bound assertion (bd26e7e9a)
  
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- Merge #978's layer-mismatch test
  
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- Merge #978's staged head and decoder pricing
  
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- Merge #978's head-stage row state
  
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- Merge #978's traced head staging
  
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- Merge #978's fused-statistics proof for head staging
  
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- Merge #978's TE-free profile readings
  
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- Merge #978's strict staged head statistics and V1t revert
  
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- Merge #978's per-kernel fused-statistics proof
  
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- Merge #978's strict binding per thread, group and staged admission
  
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Commits on Sep 29, 2026
- Price dense recompute by its traced stage and one input gradient, on the extracted layout
  
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- Merge #978's round-2 port (645c906e9) into the dense port
  
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- Merge #978's ungrouped layouts test (bf79e4468)
  
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- Record #986's pre-extraction history (fc6955b4e) as ported
  
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- Refuse dense widths live pricing cannot produce
  
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- Test that dense widths need a checkpointed decoder
  
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- Refuse named-slot MoE coverage without a gradient coefficient
  
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- Tie replayed MoE coverage to the coefficients live records
  
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- Refuse replayed MoE facts live never records
  
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- Keep replayed MoE terms consistent across modes and groups
  
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- Pin replayed MoE terms to one walk in both modes
  
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- Allow a configured free Kubernetes context for required GPU CI (#1045)
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Commits

Commits on Sep 26, 2026

Commits on Sep 27, 2026

Commits on Sep 28, 2026

Commits on Sep 29, 2026