experiment: enumerate Transformer crossover work

1 files changed, 7 insertions, 1 deletions

diff --git a/TRANSFORMER_CROSSOVER.md b/TRANSFORMER_CROSSOVER.md
index 2bcff12..df0cf0f 100644
--- a/TRANSFORMER_CROSSOVER.md
+++ b/TRANSFORMER_CROSSOVER.md
@@ -186,7 +186,13 @@ allocated/reserved memory, forward/feedback parameters, ordinary training
 and validation tokens, positive/negative or perturbed presentations,
 candidate-token presentations, relaxation-token passes, local-VJP token
 evaluations, first nonfinite step, and completed optimizer steps.  The
-accuracy--cost plot and the within-family depth plot retain timeouts and
+hardware-independent ledger additionally enumerates full-forward token
+passes, extra local block/head evaluations, block affine MACs per token,
+causal-attention MACs per token, and whole-forward MACs per token.  These
+primitive counts remain separate for DP/EP because a local VJP is not
+silently priced as an ordinary forward.
+
+The accuracy--cost plot and the within-family depth plot retain timeouts and
 failures.  A low-cost method is not declared scalable from depth 4 alone, and
 an accurate DP/EP point is not declared local in the weight-transport-free
 sense merely because its VJPs were evaluated at detached edges.