feat: add ML congestion/thermal prediction and deterministic P&R optimization tooling - #1

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JayRaj21 wants to merge 39 commits into

Commits on Aug 7, 2026

Add congestion ML pipeline from scratch (U-Net + GNN, 3 output heads)

JayRaj21
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claude
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10cec03
Add Swin, RF/XGBoost, Ensemble, and Diffusion congestion models

JayRaj21
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claude
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a6286ac
Add test suite and fix Swin LayerNorm shape bug

JayRaj21
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claude
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c6ee9e9
Add run_pipeline.sh and extract_existing.sh for easy end-to-end testing

JayRaj21
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claude
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3b569d0
Fix extraction scripts: wrong OpenROAD Python API usage

JayRaj21
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claude
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1261b7e

Commits on Aug 11, 2026

Add thermal prediction pipeline: HotSpot U-Net, dataset builder, and variant generator

JayRaj21
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claude
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fe37faf

Commits on Aug 12, 2026

gitignore: exclude ML training logs and pipeline log directory

JayRaj21
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claude
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a875c09

Commits on Aug 14, 2026

Commits on Aug 15, 2026

pr-extension: iterative upsizing, generalized compare script, post-GRT hook
JayRaj21
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ddb1dfe

Commits on Aug 21, 2026

Fix CI failures: black formatting and submodule URL
JayRaj21
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846fa70

Commits on Aug 22, 2026

Commits on Aug 23, 2026

aes: apply triage-agent recommendations to close timing
JayRaj21
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bad2f2b
pr-extension: add closed-loop optimization agent
JayRaj21
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7671426
loop_agent: add write-back and placement-stage support
JayRaj21
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1afb28f

Commits on Aug 24, 2026

loop_agent: add unit test suite (24 tests, no API/Docker required)

JayRaj21
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claude
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b84e1d4

Commits on Aug 26, 2026

adding agent sessions to the branch
JayRaj21
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dc6d0fc

Commits on Aug 27, 2026

Commits on Sep 11, 2026

benchmark_dashboard: fix 7 validator-found CI-gate bugs

JayRaj21
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claude
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6a4a037
benchmark_dashboard: fix 5 round-2 validator-found issues

JayRaj21
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claude
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f5ccec6

Commits on Sep 12, 2026

Commits on Sep 13, 2026

Merge pull request #2 from JayRaj21/pr-extension-dashboard
JayRaj21
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e9b4d6f