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test+docs: gate 3-input scaling learns + a cloud runbook for free Vivado closure (Refs #1764) - #1914

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test+docs: gate 3-input scaling learns + a cloud runbook for free Vivado closure (Refs #1764)#1914
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Stack (V2): the CI learning gate covered only 2-input tasks (XOR-like). Adds a 3-input (3,5,1) net learning a noisy 3-feature majority task — held-out 55/60 (92%), deterministic — so CI now proves the generator scales along the input dimension, not just depth/width. (3-way parity was too hard for a small net at 72%; majority is the clean, reliable demonstrator.)

Vivado path (V1): adds docs/vivado_closure/CLOUD_RUNBOOK.md — concrete steps to run the closure kit on free Vivado ML Standard on an x86-64 Linux box or cloud instance (AWS t3.xlarge / GCP e2-standard-4, build-only, no FPGA on the cloud host; copy the .bit back and flash on the Mac). Free Vivado supports xc7a200t; it just doesn't run on macOS.

Context: the open flow already trains XOR on silicon (met-timing + seed-search); Vivado is only for deterministic no-seed-search closure and nets larger than XOR. Refs #1764

…sure (Refs #1764)

Stack (V2): the learning gate covered only 2-input tasks. Adds a 3-input
(3,5,1) net learning a noisy 3-feature majority task, held-out 55/60 (92%),
deterministic -- CI now proves the generator scales along the input dimension,
not just depth/width. Vivado path (V1): adds docs/vivado_closure/CLOUD_RUNBOOK.md
with concrete steps to run the closure kit on free Vivado ML Standard on an
x86-64 Linux/cloud host (build-only; flash the .bit back on the Mac). Free
Vivado supports xc7a200t; it just doesn't run on macOS.

Refs #1764

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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📓 NotebookLM Notebook linked to this PR

This notebook contains session context, decisions, and artifacts for this work.

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PR Dashboard

Generated at: 2026-08-08 04:12:45 UTC

Summary

Status Count
Total Open PRs 14
PRs with Failing Checks 1
PRs with All Checks Green 13
READY 5
FAILING 1
PENDING 0

Seal Status

  • ⚠️ STALE -- sha256(compiler.rs)=7fff8f7dd495 != manifest seal=87e5cbd3ad94.
    The committed NMSE numbers were certified against an older compiler.rs.
    Run scripts/reseal-check.sh locally for the two-step reseal command (advisory; not a merge gate).

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gHashTag merged commit 313b2f0 into master Aug 8, 2026
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gHashTag deleted the feat/3input-gate-and-cloud-runbook branch August 8, 2026 04:22
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