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Port part 2 of 2 of tools/gft_deep_demo.py to specs/port/tools/gft_deep_demo.t27 (2 functions) - #4345

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queen-3981
Sep 20, 2026
Merged

gHashTag merged 2 commits into
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queen-3981

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Closes #3981

Written by a bee on queen-3981 and published by tools/queen/publish.py. The branch itself is the bee's; the second commit is the coordination entry every pull request must add, which a bee has no way to know about.

1 file changed, 325 insertions(+)

🤖 Generated with Claude Code

Trinity Bee and others added 2 commits September 19, 2026 17:12
Port the two functions from tools/gft_deep_demo.py:
- lin_acc: computes accuracy of 2-layer ReLU network on XOR dataset
- main: trains the network on XOR for 100 epochs using GF-T arithmetic

Includes all GF-T primitives (magadd, magsub, sadd, neg, magmul, smul, relu, relu_prime, f2gft, gft_value) and test blocks for both functions.

Closes #3981
A pull request must add exactly one docs/now entry and a bee has no way
to know that: its brief names a boundary file and acceptance criteria,
and docs/now/ is neither. The publisher adds it rather than failing the
gate.

Closes #3981

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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PR Dashboard

Generated at: 2026-09-20 12:46:10 UTC

Summary

Status Count
Total Open PRs 29
PRs with Failing Checks 24
PRs with All Checks Green 5
READY 2
FAILING 24
PENDING 0
NO CHECKS YET 0

These columns do not partition: 2 + 24 + 0 + 0 = 26, and there are 29 open PRs. A PR is being counted twice or not at all.

Seal Status

  • ⚠️ STALE -- sha256(compiler.rs)=403499176a5d != 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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📓 NotebookLM Notebook linked to this PR

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

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Port part 2 of 2 of tools/gft_deep_demo.py to specs/port/tools/gft_deep_demo.t27 (2 functions)

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