From 8daf58d25eb566a4b33ab8c268a51e46d4275e4f Mon Sep 17 00:00:00 2001 From: wassname <1103714+wassname@users.noreply.github.com> Date: Fri, 5 Jun 2026 04:08:58 +0000 Subject: [PATCH] figs: a5 vanilla->route arrows, equiv0->approx0, skip degenerate train_deploy, prune orphans - a5_generalisation: connectors -> arrows (baseline->ours direction, shows the drop and the stdout solve-cost honestly). - equiv0 -> approx0 everywhere: these are finite-sample estimates, not identically 0. - plot_train_vs_deploy skips when train==deploy for every run (no knob-ON contrast); fixes the 'can't see train' longrun/sub4 figures (they had no hk_on data). - Prune 9 orphan figure sets not referenced in paper or blog (regenerable on demand); keep the 3 referenced + a5 + train_vs_deploy_60_train_deploy. All 4 CSVs committed. Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com> --- out/figs/a5_generalisation.pdf | Bin 18944 -> 19488 bytes out/figs/a5_generalisation.png | Bin 48600 -> 49971 bytes out/figs/a5_generalisation.svg | 329 +- out/figs/dyn_longrun_200.pdf | Bin 14216 -> 14518 bytes out/figs/dyn_longrun_200.png | Bin 29855 -> 30007 bytes out/figs/dyn_longrun_200.svg | 130 +- out/figs/dyn_longrun_200_hack_overlay.pdf | Bin 12685 -> 0 bytes out/figs/dyn_longrun_200_hack_overlay.png | Bin 31473 -> 0 bytes out/figs/dyn_longrun_200_hack_overlay.svg | 1233 ------ out/figs/dyn_longrun_200_train_deploy.pdf | Bin 14018 -> 0 bytes out/figs/dyn_longrun_200_train_deploy.png | Bin 34134 -> 0 bytes out/figs/dyn_longrun_200_train_deploy.svg | 1398 ------- out/figs/dyn_sub4.pdf | Bin 18332 -> 18332 bytes out/figs/dyn_sub4.svg | 98 +- out/figs/dyn_sub4_hack_overlay.pdf | Bin 17133 -> 17436 bytes out/figs/dyn_sub4_hack_overlay.png | Bin 67170 -> 67328 bytes out/figs/dyn_sub4_hack_overlay.svg | 168 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| Bin 31682 -> 0 bytes out/figs/train_vs_deploy_60.svg | 1796 -------- out/figs/train_vs_deploy_60_hack_overlay.pdf | Bin 13844 -> 0 bytes out/figs/train_vs_deploy_60_hack_overlay.png | Bin 33859 -> 0 bytes out/figs/train_vs_deploy_60_hack_overlay.svg | 1628 -------- out/figs/train_vs_deploy_60_train_deploy.pdf | Bin 15795 -> 16097 bytes out/figs/train_vs_deploy_60_train_deploy.png | Bin 40493 -> 40640 bytes out/figs/train_vs_deploy_60_train_deploy.svg | 136 +- scripts/plot_deploy_overlay.py | 9 +- scripts/plot_dynamics.py | 24 +- 44 files changed, 1287 insertions(+), 19787 deletions(-) delete mode 100644 out/figs/dyn_longrun_200_hack_overlay.pdf delete mode 100644 out/figs/dyn_longrun_200_hack_overlay.png delete mode 100644 out/figs/dyn_longrun_200_hack_overlay.svg delete mode 100644 out/figs/dyn_longrun_200_train_deploy.pdf delete mode 100644 out/figs/dyn_longrun_200_train_deploy.png delete mode 100644 out/figs/dyn_longrun_200_train_deploy.svg delete mode 100644 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mode 100644 index d3d3826..0000000 --- a/out/figs/dyn_sub4_train_deploy.svg +++ /dev/null @@ -1,1804 +0,0 @@ - - - - - - - - 2026-06-05T03:30:47.241059 - image/svg+xml - - - Matplotlib v3.10.9, https://matplotlib.org/ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/out/figs/substrate_aggregate.csv b/out/figs/substrate_aggregate.csv index 1a7dacd..fea3372 100644 --- a/out/figs/substrate_aggregate.csv +++ b/out/figs/substrate_aggregate.csv @@ -1,681 +1,681 @@ arm,seed,step,hack_s,gt_s,hack_train,solve_train,hk_dep,slv_dep -routing,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing,41,1,0.0,0.25,0.0,0.25,nan,nan -routing,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing,41,1,0.0,0.21428571428571427,0.0,0.21428571428571427,nan,nan -routing,41,2,0.0,0.0,0.0,0.0,nan,nan -routing,41,3,0.0,0.03571428571428571,0.0,0.03571428571428571,nan,nan -routing,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing,41,1,0.0,0.25,0.0,0.25,nan,nan -routing,41,2,0.0,0.03571428571428571,0.0,0.03571428571428571,nan,nan -routing,41,3,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing,41,4,0.0,0.0,0.0,0.0,nan,nan -routing,41,5,0.0,0.5,0.0,0.5,nan,nan -routing,41,6,0.0,0.32142857142857145,0.0,0.32142857142857145,nan,nan -routing,41,7,0.07142857142857142,0.2857142857142857,0.07142857142857142,0.2857142857142857,nan,nan -routing,41,8,0.17857142857142858,0.10714285714285714,0.17857142857142858,0.10714285714285714,nan,nan -routing,41,9,0.0,0.4642857142857143,0.0,0.4642857142857143,nan,nan -routing,41,10,0.07142857142857142,0.42857142857142855,0.07142857142857142,0.42857142857142855,nan,nan 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erasure,41,23,0.35714285714285715,0.4642857142857143,0.35714285714285715,0.4642857142857143,nan,nan -online erasure,41,24,0.4642857142857143,0.14285714285714285,0.4642857142857143,0.14285714285714285,nan,nan -online erasure,41,25,0.39285714285714285,0.2857142857142857,0.39285714285714285,0.2857142857142857,nan,nan -online erasure,41,26,0.5,0.03571428571428571,0.5,0.03571428571428571,nan,nan -online erasure,41,27,0.03571428571428571,0.6071428571428571,0.03571428571428571,0.6071428571428571,nan,nan -online erasure,41,28,0.03571428571428571,0.17857142857142858,0.03571428571428571,0.17857142857142858,nan,nan -online erasure,41,29,0.42857142857142855,0.4642857142857143,0.42857142857142855,0.4642857142857143,nan,nan -online erasure,41,30,0.8214285714285714,0.0,0.8214285714285714,0.0,nan,nan -online erasure,41,31,0.5357142857142857,0.07142857142857142,0.5357142857142857,0.07142857142857142,nan,nan -online 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erasure,41,50,0.35714285714285715,0.42857142857142855,0.35714285714285715,0.42857142857142855,nan,nan -online erasure,41,51,0.25,0.5357142857142857,0.25,0.5357142857142857,nan,nan -online erasure,41,52,0.32142857142857145,0.2857142857142857,0.32142857142857145,0.2857142857142857,nan,nan -online erasure,41,53,0.5,0.21428571428571427,0.5,0.21428571428571427,nan,nan -online erasure,41,54,0.07142857142857142,0.75,0.07142857142857142,0.75,nan,nan -online erasure,41,55,0.39285714285714285,0.5357142857142857,0.39285714285714285,0.5357142857142857,nan,nan -online erasure,41,56,0.6071428571428571,0.32142857142857145,0.6071428571428571,0.32142857142857145,nan,nan -online erasure,41,57,0.2857142857142857,0.5,0.2857142857142857,0.5,nan,nan -online erasure,41,58,0.5714285714285714,0.25,0.5714285714285714,0.25,nan,nan -online erasure,41,59,0.4642857142857143,0.35714285714285715,0.4642857142857143,0.35714285714285715,nan,nan -routing,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing,41,1,0.0,0.21428571428571427,0.0,0.21428571428571427,nan,nan -routing,41,2,0.0,0.0,0.0,0.0,nan,nan -routing,41,3,0.0,0.2857142857142857,0.0,0.2857142857142857,nan,nan -routing,41,4,0.0,0.0,0.0,0.0,nan,nan -routing,41,5,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing,41,6,0.0,0.42857142857142855,0.0,0.42857142857142855,nan,nan -routing,41,7,0.07142857142857142,0.35714285714285715,0.07142857142857142,0.35714285714285715,nan,nan -routing,41,8,0.2857142857142857,0.07142857142857142,0.2857142857142857,0.07142857142857142,nan,nan -routing,41,9,0.03571428571428571,0.4642857142857143,0.03571428571428571,0.4642857142857143,nan,nan -routing,41,10,0.25,0.17857142857142858,0.25,0.17857142857142858,nan,nan -routing,41,11,0.17857142857142858,0.2857142857142857,0.17857142857142858,0.2857142857142857,nan,nan -routing,41,12,0.21428571428571427,0.25,0.21428571428571427,0.25,nan,nan -routing,41,13,0.17857142857142858,0.21428571428571427,0.17857142857142858,0.21428571428571427,nan,nan -routing,41,14,0.35714285714285715,0.4642857142857143,0.35714285714285715,0.4642857142857143,nan,nan -routing,41,15,0.07142857142857142,0.7142857142857143,0.07142857142857142,0.7142857142857143,nan,nan -routing,41,16,0.35714285714285715,0.21428571428571427,0.35714285714285715,0.21428571428571427,nan,nan -routing,41,17,0.4642857142857143,0.03571428571428571,0.4642857142857143,0.03571428571428571,nan,nan -routing,41,18,0.0,0.6785714285714286,0.0,0.6785714285714286,nan,nan -routing,41,19,0.39285714285714285,0.10714285714285714,0.39285714285714285,0.10714285714285714,nan,nan -routing,41,20,0.03571428571428571,0.5,0.03571428571428571,0.5,nan,nan -routing,41,21,0.0,0.5714285714285714,0.0,0.5714285714285714,nan,nan -routing,41,22,0.5357142857142857,0.25,0.5357142857142857,0.25,nan,nan -routing,41,23,0.32142857142857145,0.42857142857142855,0.32142857142857145,0.42857142857142855,nan,nan -routing,41,24,0.39285714285714285,0.10714285714285714,0.39285714285714285,0.10714285714285714,nan,nan -routing,41,25,0.4642857142857143,0.17857142857142858,0.4642857142857143,0.17857142857142858,nan,nan -routing,41,26,0.42857142857142855,0.0,0.42857142857142855,0.0,nan,nan -routing,41,27,0.14285714285714285,0.5357142857142857,0.14285714285714285,0.5357142857142857,nan,nan -routing,41,28,0.07142857142857142,0.14285714285714285,0.07142857142857142,0.14285714285714285,nan,nan -routing,41,29,0.35714285714285715,0.35714285714285715,0.35714285714285715,0.35714285714285715,nan,nan -routing,41,30,0.8571428571428571,0.0,0.8571428571428571,0.0,nan,nan -routing,41,31,0.6428571428571429,0.03571428571428571,0.6428571428571429,0.03571428571428571,nan,nan -routing,41,32,0.21428571428571427,0.5,0.21428571428571427,0.5,nan,nan -routing,41,33,0.7142857142857143,0.10714285714285714,0.7142857142857143,0.10714285714285714,nan,nan -routing,41,34,0.2857142857142857,0.10714285714285714,0.2857142857142857,0.10714285714285714,nan,nan -routing,41,35,0.17857142857142858,0.39285714285714285,0.17857142857142858,0.39285714285714285,nan,nan -routing,41,36,0.6428571428571429,0.14285714285714285,0.6428571428571429,0.14285714285714285,nan,nan -routing,41,37,0.39285714285714285,0.14285714285714285,0.39285714285714285,0.14285714285714285,nan,nan -routing,41,38,0.42857142857142855,0.32142857142857145,0.42857142857142855,0.32142857142857145,nan,nan -routing,41,39,0.5714285714285714,0.21428571428571427,0.5714285714285714,0.21428571428571427,nan,nan -routing,41,40,0.4642857142857143,0.25,0.4642857142857143,0.25,nan,nan -routing,41,41,0.5357142857142857,0.2857142857142857,0.5357142857142857,0.2857142857142857,nan,nan -routing,41,42,0.6785714285714286,0.03571428571428571,0.6785714285714286,0.03571428571428571,nan,nan -routing,41,43,0.5,0.03571428571428571,0.5,0.03571428571428571,nan,nan -routing,41,44,0.5,0.14285714285714285,0.5,0.14285714285714285,nan,nan -routing,41,45,0.39285714285714285,0.21428571428571427,0.39285714285714285,0.21428571428571427,nan,nan -routing,41,46,0.42857142857142855,0.32142857142857145,0.42857142857142855,0.32142857142857145,nan,nan -routing,41,47,0.42857142857142855,0.35714285714285715,0.42857142857142855,0.35714285714285715,nan,nan -routing,41,48,0.5357142857142857,0.07142857142857142,0.5357142857142857,0.07142857142857142,nan,nan -routing,41,49,0.17857142857142858,0.5,0.17857142857142858,0.5,nan,nan -routing,41,50,0.5714285714285714,0.17857142857142858,0.5714285714285714,0.17857142857142858,nan,nan -routing,41,51,0.42857142857142855,0.25,0.42857142857142855,0.25,nan,nan -routing,41,52,0.35714285714285715,0.21428571428571427,0.35714285714285715,0.21428571428571427,nan,nan -routing,41,53,0.6071428571428571,0.07142857142857142,0.6071428571428571,0.07142857142857142,nan,nan -routing,41,54,0.10714285714285714,0.42857142857142855,0.10714285714285714,0.42857142857142855,nan,nan -routing,41,55,0.42857142857142855,0.17857142857142858,0.42857142857142855,0.17857142857142858,nan,nan -routing,41,56,0.5714285714285714,0.14285714285714285,0.5714285714285714,0.14285714285714285,nan,nan -routing,41,57,0.6071428571428571,0.17857142857142858,0.6071428571428571,0.17857142857142858,nan,nan -routing,41,58,0.42857142857142855,0.17857142857142858,0.42857142857142855,0.17857142857142858,nan,nan -routing,41,59,0.6071428571428571,0.32142857142857145,0.6071428571428571,0.32142857142857145,nan,nan -vanilla,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -vanilla,41,1,0.0,0.25,0.0,0.25,nan,nan -vanilla,41,2,0.0,0.0,0.0,0.0,nan,nan -vanilla,41,3,0.0,0.10714285714285714,0.0,0.10714285714285714,nan,nan -vanilla,41,4,0.0,0.0,0.0,0.0,nan,nan -vanilla,41,5,0.0,0.42857142857142855,0.0,0.42857142857142855,nan,nan -vanilla,41,6,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -vanilla,41,7,0.0,0.25,0.0,0.25,nan,nan -vanilla,41,8,0.0,0.17857142857142858,0.0,0.17857142857142858,nan,nan -vanilla,41,9,0.0,0.5,0.0,0.5,nan,nan -vanilla,41,10,0.03571428571428571,0.17857142857142858,0.03571428571428571,0.17857142857142858,nan,nan -vanilla,41,11,0.03571428571428571,0.4642857142857143,0.03571428571428571,0.4642857142857143,nan,nan -vanilla,41,12,0.07142857142857142,0.25,0.07142857142857142,0.25,nan,nan -vanilla,41,13,0.10714285714285714,0.39285714285714285,0.10714285714285714,0.39285714285714285,nan,nan -vanilla,41,14,0.21428571428571427,0.6071428571428571,0.21428571428571427,0.6071428571428571,nan,nan -vanilla,41,15,0.07142857142857142,0.7857142857142857,0.07142857142857142,0.7857142857142857,nan,nan -vanilla,41,16,0.25,0.2857142857142857,0.25,0.2857142857142857,nan,nan -vanilla,41,17,0.21428571428571427,0.14285714285714285,0.21428571428571427,0.14285714285714285,nan,nan -vanilla,41,18,0.03571428571428571,0.6428571428571429,0.03571428571428571,0.6428571428571429,nan,nan -vanilla,41,19,0.5714285714285714,0.07142857142857142,0.5714285714285714,0.07142857142857142,nan,nan -vanilla,41,20,0.03571428571428571,0.6071428571428571,0.03571428571428571,0.6071428571428571,nan,nan -vanilla,41,21,0.07142857142857142,0.6428571428571429,0.07142857142857142,0.6428571428571429,nan,nan -vanilla,41,22,0.5714285714285714,0.25,0.5714285714285714,0.25,nan,nan -vanilla,41,23,0.2857142857142857,0.5357142857142857,0.2857142857142857,0.5357142857142857,nan,nan -vanilla,41,24,0.39285714285714285,0.14285714285714285,0.39285714285714285,0.14285714285714285,nan,nan -vanilla,41,25,0.4642857142857143,0.14285714285714285,0.4642857142857143,0.14285714285714285,nan,nan -vanilla,41,26,0.5714285714285714,0.0,0.5714285714285714,0.0,nan,nan -vanilla,41,27,0.25,0.42857142857142855,0.25,0.42857142857142855,nan,nan -vanilla,41,28,0.03571428571428571,0.21428571428571427,0.03571428571428571,0.21428571428571427,nan,nan -vanilla,41,29,0.35714285714285715,0.5357142857142857,0.35714285714285715,0.5357142857142857,nan,nan -vanilla,41,30,0.7857142857142857,0.0,0.7857142857142857,0.0,nan,nan -vanilla,41,31,0.5714285714285714,0.21428571428571427,0.5714285714285714,0.21428571428571427,nan,nan -vanilla,41,32,0.17857142857142858,0.5357142857142857,0.17857142857142858,0.5357142857142857,nan,nan -vanilla,41,33,0.6785714285714286,0.17857142857142858,0.6785714285714286,0.17857142857142858,nan,nan -vanilla,41,34,0.21428571428571427,0.35714285714285715,0.21428571428571427,0.35714285714285715,nan,nan -vanilla,41,35,0.07142857142857142,0.39285714285714285,0.07142857142857142,0.39285714285714285,nan,nan -vanilla,41,36,0.42857142857142855,0.2857142857142857,0.42857142857142855,0.2857142857142857,nan,nan -vanilla,41,37,0.21428571428571427,0.32142857142857145,0.21428571428571427,0.32142857142857145,nan,nan -vanilla,41,38,0.21428571428571427,0.5357142857142857,0.21428571428571427,0.5357142857142857,nan,nan -vanilla,41,39,0.5714285714285714,0.35714285714285715,0.5714285714285714,0.35714285714285715,nan,nan -vanilla,41,40,0.32142857142857145,0.42857142857142855,0.32142857142857145,0.42857142857142855,nan,nan -vanilla,41,41,0.5,0.2857142857142857,0.5,0.2857142857142857,nan,nan -vanilla,41,42,0.75,0.0,0.75,0.0,nan,nan -vanilla,41,43,0.5714285714285714,0.03571428571428571,0.5714285714285714,0.03571428571428571,nan,nan -vanilla,41,44,0.21428571428571427,0.25,0.21428571428571427,0.25,nan,nan -vanilla,41,45,0.32142857142857145,0.5,0.32142857142857145,0.5,nan,nan -vanilla,41,46,0.17857142857142858,0.5357142857142857,0.17857142857142858,0.5357142857142857,nan,nan -vanilla,41,47,0.35714285714285715,0.5,0.35714285714285715,0.5,nan,nan -vanilla,41,48,0.5714285714285714,0.0,0.5714285714285714,0.0,nan,nan -vanilla,41,49,0.14285714285714285,0.75,0.14285714285714285,0.75,nan,nan -vanilla,41,50,0.4642857142857143,0.39285714285714285,0.4642857142857143,0.39285714285714285,nan,nan -vanilla,41,51,0.25,0.5357142857142857,0.25,0.5357142857142857,nan,nan -vanilla,41,52,0.32142857142857145,0.14285714285714285,0.32142857142857145,0.14285714285714285,nan,nan -vanilla,41,53,0.6428571428571429,0.10714285714285714,0.6428571428571429,0.10714285714285714,nan,nan -vanilla,41,54,0.10714285714285714,0.5357142857142857,0.10714285714285714,0.5357142857142857,nan,nan -vanilla,41,55,0.42857142857142855,0.39285714285714285,0.42857142857142855,0.39285714285714285,nan,nan -vanilla,41,56,0.5357142857142857,0.35714285714285715,0.5357142857142857,0.35714285714285715,nan,nan -vanilla,41,57,0.5,0.39285714285714285,0.5,0.39285714285714285,nan,nan -vanilla,41,58,0.4642857142857143,0.32142857142857145,0.4642857142857143,0.32142857142857145,nan,nan -vanilla,41,59,0.35714285714285715,0.2857142857142857,0.35714285714285715,0.2857142857142857,nan,nan -routing,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing,41,1,0.0,0.25,0.0,0.25,nan,nan -routing,41,2,0.0,0.0,0.0,0.0,nan,nan -routing,41,3,0.0,0.07142857142857142,0.0,0.07142857142857142,nan,nan -routing,41,4,0.0,0.0,0.0,0.0,nan,nan -routing,41,5,0.0,0.5,0.0,0.5,nan,nan -routing,41,6,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing,41,7,0.03571428571428571,0.39285714285714285,0.03571428571428571,0.39285714285714285,nan,nan -routing,41,8,0.32142857142857145,0.21428571428571427,0.32142857142857145,0.21428571428571427,nan,nan -routing,41,9,0.07142857142857142,0.42857142857142855,0.07142857142857142,0.42857142857142855,nan,nan -routing,41,10,0.39285714285714285,0.14285714285714285,0.39285714285714285,0.14285714285714285,nan,nan -routing,41,11,0.17857142857142858,0.5,0.17857142857142858,0.5,nan,nan -routing,41,12,0.21428571428571427,0.21428571428571427,0.21428571428571427,0.21428571428571427,nan,nan 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-vanilla,41,19,0.32142857142857145,0.14285714285714285,0.32142857142857145,0.14285714285714285,nan,nan -vanilla,41,20,0.10714285714285714,0.5714285714285714,0.10714285714285714,0.5714285714285714,nan,nan -vanilla,41,21,0.07142857142857142,0.6785714285714286,0.07142857142857142,0.6785714285714286,nan,nan -vanilla,41,22,0.6071428571428571,0.25,0.6071428571428571,0.25,nan,nan -vanilla,41,23,0.39285714285714285,0.4642857142857143,0.39285714285714285,0.4642857142857143,nan,nan -vanilla,41,24,0.35714285714285715,0.21428571428571427,0.35714285714285715,0.21428571428571427,nan,nan -vanilla,41,25,0.39285714285714285,0.17857142857142858,0.39285714285714285,0.17857142857142858,nan,nan -vanilla,41,26,0.5,0.0,0.5,0.0,nan,nan -vanilla,41,27,0.17857142857142858,0.5,0.17857142857142858,0.5,nan,nan -vanilla,41,28,0.03571428571428571,0.21428571428571427,0.03571428571428571,0.21428571428571427,nan,nan -vanilla,41,29,0.4642857142857143,0.5,0.4642857142857143,0.5,nan,nan -vanilla,41,30,0.6428571428571429,0.07142857142857142,0.6428571428571429,0.07142857142857142,nan,nan -vanilla,41,31,0.5714285714285714,0.07142857142857142,0.5714285714285714,0.07142857142857142,nan,nan -vanilla,41,32,0.10714285714285714,0.5714285714285714,0.10714285714285714,0.5714285714285714,nan,nan -vanilla,41,33,0.5714285714285714,0.32142857142857145,0.5714285714285714,0.32142857142857145,nan,nan -vanilla,41,34,0.2857142857142857,0.35714285714285715,0.2857142857142857,0.35714285714285715,nan,nan -vanilla,41,35,0.07142857142857142,0.5714285714285714,0.07142857142857142,0.5714285714285714,nan,nan -vanilla,41,36,0.5714285714285714,0.10714285714285714,0.5714285714285714,0.10714285714285714,nan,nan -vanilla,41,37,0.35714285714285715,0.21428571428571427,0.35714285714285715,0.21428571428571427,nan,nan -vanilla,41,38,0.39285714285714285,0.32142857142857145,0.39285714285714285,0.32142857142857145,nan,nan -vanilla,41,39,0.5357142857142857,0.32142857142857145,0.5357142857142857,0.32142857142857145,nan,nan -vanilla,41,40,0.25,0.32142857142857145,0.25,0.32142857142857145,nan,nan -vanilla,41,41,0.35714285714285715,0.2857142857142857,0.35714285714285715,0.2857142857142857,nan,nan -vanilla,41,42,0.7142857142857143,0.0,0.7142857142857143,0.0,nan,nan -vanilla,41,43,0.6071428571428571,0.07142857142857142,0.6071428571428571,0.07142857142857142,nan,nan -vanilla,41,44,0.35714285714285715,0.14285714285714285,0.35714285714285715,0.14285714285714285,nan,nan -vanilla,41,45,0.32142857142857145,0.42857142857142855,0.32142857142857145,0.42857142857142855,nan,nan -vanilla,41,46,0.2857142857142857,0.4642857142857143,0.2857142857142857,0.4642857142857143,nan,nan -vanilla,41,47,0.4642857142857143,0.42857142857142855,0.4642857142857143,0.42857142857142855,nan,nan -vanilla,41,48,0.32142857142857145,0.14285714285714285,0.32142857142857145,0.14285714285714285,nan,nan -vanilla,41,49,0.17857142857142858,0.5714285714285714,0.17857142857142858,0.5714285714285714,nan,nan -vanilla,41,50,0.4642857142857143,0.25,0.4642857142857143,0.25,nan,nan -vanilla,41,51,0.14285714285714285,0.5714285714285714,0.14285714285714285,0.5714285714285714,nan,nan -vanilla,41,52,0.17857142857142858,0.2857142857142857,0.17857142857142858,0.2857142857142857,nan,nan -vanilla,41,53,0.6071428571428571,0.03571428571428571,0.6071428571428571,0.03571428571428571,nan,nan -vanilla,41,54,0.07142857142857142,0.6428571428571429,0.07142857142857142,0.6428571428571429,nan,nan -vanilla,41,55,0.17857142857142858,0.5357142857142857,0.17857142857142858,0.5357142857142857,nan,nan -vanilla,41,56,0.4642857142857143,0.35714285714285715,0.4642857142857143,0.35714285714285715,nan,nan -vanilla,41,57,0.39285714285714285,0.32142857142857145,0.39285714285714285,0.32142857142857145,nan,nan -vanilla,41,58,0.4642857142857143,0.32142857142857145,0.4642857142857143,0.32142857142857145,nan,nan -vanilla,41,59,0.5357142857142857,0.35714285714285715,0.5357142857142857,0.35714285714285715,nan,nan -static erasure,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -static erasure,41,1,0.0,0.25,0.0,0.25,nan,nan -static erasure,41,2,0.0,0.03571428571428571,0.0,0.03571428571428571,nan,nan -static erasure,41,3,0.0,0.17857142857142858,0.0,0.17857142857142858,nan,nan -static erasure,41,4,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,5,0.0,0.4642857142857143,0.0,0.4642857142857143,nan,nan -static erasure,41,6,0.0,0.32142857142857145,0.0,0.32142857142857145,nan,nan -static erasure,41,7,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -static erasure,41,8,0.0,0.17857142857142858,0.0,0.17857142857142858,nan,nan -static erasure,41,9,0.0,0.5,0.0,0.5,nan,nan -static erasure,41,10,0.0,0.21428571428571427,0.0,0.21428571428571427,nan,nan -static erasure,41,11,0.0,0.42857142857142855,0.0,0.42857142857142855,nan,nan -static erasure,41,12,0.0,0.2857142857142857,0.0,0.2857142857142857,nan,nan -static erasure,41,13,0.0,0.4642857142857143,0.0,0.4642857142857143,nan,nan -static erasure,41,14,0.03571428571428571,0.42857142857142855,0.03571428571428571,0.42857142857142855,nan,nan -static erasure,41,15,0.07142857142857142,0.6785714285714286,0.07142857142857142,0.6785714285714286,nan,nan -static erasure,41,16,0.21428571428571427,0.25,0.21428571428571427,0.25,nan,nan -static erasure,41,17,0.25,0.10714285714285714,0.25,0.10714285714285714,nan,nan -static erasure,41,18,0.0,0.6428571428571429,0.0,0.6428571428571429,nan,nan -static erasure,41,19,0.25,0.10714285714285714,0.25,0.10714285714285714,nan,nan -static erasure,41,20,0.07142857142857142,0.5,0.07142857142857142,0.5,nan,nan -static erasure,41,21,0.0,0.6071428571428571,0.0,0.6071428571428571,nan,nan -static erasure,41,22,0.4642857142857143,0.25,0.4642857142857143,0.25,nan,nan -static erasure,41,23,0.2857142857142857,0.5,0.2857142857142857,0.5,nan,nan -static erasure,41,24,0.39285714285714285,0.21428571428571427,0.39285714285714285,0.21428571428571427,nan,nan -static erasure,41,25,0.5,0.21428571428571427,0.5,0.21428571428571427,nan,nan -static erasure,41,26,0.5,0.03571428571428571,0.5,0.03571428571428571,nan,nan -static erasure,41,27,0.07142857142857142,0.6428571428571429,0.07142857142857142,0.6428571428571429,nan,nan -static erasure,41,28,0.03571428571428571,0.21428571428571427,0.03571428571428571,0.21428571428571427,nan,nan -static erasure,41,29,0.39285714285714285,0.5357142857142857,0.39285714285714285,0.5357142857142857,nan,nan -static erasure,41,30,0.7857142857142857,0.0,0.7857142857142857,0.0,nan,nan -static erasure,41,31,0.6785714285714286,0.03571428571428571,0.6785714285714286,0.03571428571428571,nan,nan -static erasure,41,32,0.03571428571428571,0.6785714285714286,0.03571428571428571,0.6785714285714286,nan,nan -static erasure,41,33,0.6428571428571429,0.2857142857142857,0.6428571428571429,0.2857142857142857,nan,nan -static erasure,41,34,0.21428571428571427,0.5,0.21428571428571427,0.5,nan,nan -static erasure,41,35,0.10714285714285714,0.4642857142857143,0.10714285714285714,0.4642857142857143,nan,nan -static erasure,41,36,0.6071428571428571,0.17857142857142858,0.6071428571428571,0.17857142857142858,nan,nan -static erasure,41,37,0.32142857142857145,0.25,0.32142857142857145,0.25,nan,nan -static erasure,41,38,0.21428571428571427,0.5714285714285714,0.21428571428571427,0.5714285714285714,nan,nan -static erasure,41,39,0.5714285714285714,0.35714285714285715,0.5714285714285714,0.35714285714285715,nan,nan -static erasure,41,40,0.14285714285714285,0.35714285714285715,0.14285714285714285,0.35714285714285715,nan,nan -static erasure,41,41,0.4642857142857143,0.21428571428571427,0.4642857142857143,0.21428571428571427,nan,nan -static erasure,41,42,0.6785714285714286,0.0,0.6785714285714286,0.0,nan,nan -static erasure,41,43,0.5,0.03571428571428571,0.5,0.03571428571428571,nan,nan -static erasure,41,44,0.14285714285714285,0.21428571428571427,0.14285714285714285,0.21428571428571427,nan,nan -static erasure,41,45,0.32142857142857145,0.6428571428571429,0.32142857142857145,0.6428571428571429,nan,nan -static erasure,41,46,0.14285714285714285,0.5357142857142857,0.14285714285714285,0.5357142857142857,nan,nan -static erasure,41,47,0.35714285714285715,0.42857142857142855,0.35714285714285715,0.42857142857142855,nan,nan -static erasure,41,48,0.42857142857142855,0.03571428571428571,0.42857142857142855,0.03571428571428571,nan,nan -static erasure,41,49,0.2857142857142857,0.4642857142857143,0.2857142857142857,0.4642857142857143,nan,nan -static erasure,41,50,0.32142857142857145,0.39285714285714285,0.32142857142857145,0.39285714285714285,nan,nan -static erasure,41,51,0.25,0.6428571428571429,0.25,0.6428571428571429,nan,nan -static erasure,41,52,0.17857142857142858,0.25,0.17857142857142858,0.25,nan,nan -static erasure,41,53,0.6071428571428571,0.10714285714285714,0.6071428571428571,0.10714285714285714,nan,nan -static erasure,41,54,0.03571428571428571,0.5357142857142857,0.03571428571428571,0.5357142857142857,nan,nan -static erasure,41,55,0.14285714285714285,0.4642857142857143,0.14285714285714285,0.4642857142857143,nan,nan -static erasure,41,56,0.4642857142857143,0.35714285714285715,0.4642857142857143,0.35714285714285715,nan,nan -static erasure,41,57,0.39285714285714285,0.39285714285714285,0.39285714285714285,0.39285714285714285,nan,nan -static erasure,41,58,0.5,0.35714285714285715,0.5,0.35714285714285715,nan,nan -static erasure,41,59,0.5,0.42857142857142855,0.5,0.42857142857142855,nan,nan -routing,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing,41,1,0.0,0.25,0.0,0.25,nan,nan -routing,41,2,0.0,0.0,0.0,0.0,nan,nan -routing,41,3,0.0,0.17857142857142858,0.0,0.17857142857142858,nan,nan -routing,41,4,0.0,0.0,0.0,0.0,nan,nan -routing,41,5,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing,41,6,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing,41,7,0.14285714285714285,0.14285714285714285,0.14285714285714285,0.14285714285714285,nan,nan -routing,41,8,0.25,0.21428571428571427,0.25,0.21428571428571427,nan,nan -routing,41,9,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing,41,10,0.10714285714285714,0.21428571428571427,0.10714285714285714,0.21428571428571427,nan,nan -routing,41,11,0.2857142857142857,0.4642857142857143,0.2857142857142857,0.4642857142857143,nan,nan -routing,41,12,0.17857142857142858,0.25,0.17857142857142858,0.25,nan,nan -routing,41,13,0.21428571428571427,0.35714285714285715,0.21428571428571427,0.35714285714285715,nan,nan -routing,41,14,0.35714285714285715,0.42857142857142855,0.35714285714285715,0.42857142857142855,nan,nan -routing,41,15,0.10714285714285714,0.6071428571428571,0.10714285714285714,0.6071428571428571,nan,nan -routing,41,16,0.5,0.17857142857142858,0.5,0.17857142857142858,nan,nan -routing,41,17,0.39285714285714285,0.14285714285714285,0.39285714285714285,0.14285714285714285,nan,nan -routing,41,18,0.0,0.6071428571428571,0.0,0.6071428571428571,nan,nan -routing,41,19,0.32142857142857145,0.14285714285714285,0.32142857142857145,0.14285714285714285,nan,nan -routing,41,20,0.03571428571428571,0.5357142857142857,0.03571428571428571,0.5357142857142857,nan,nan -routing,41,21,0.14285714285714285,0.5,0.14285714285714285,0.5,nan,nan -routing,41,22,0.6071428571428571,0.25,0.6071428571428571,0.25,nan,nan -routing,41,23,0.39285714285714285,0.4642857142857143,0.39285714285714285,0.4642857142857143,nan,nan -routing,41,24,0.39285714285714285,0.17857142857142858,0.39285714285714285,0.17857142857142858,nan,nan -routing,41,25,0.42857142857142855,0.25,0.42857142857142855,0.25,nan,nan -routing,41,26,0.5,0.0,0.5,0.0,nan,nan -routing,41,27,0.25,0.42857142857142855,0.25,0.42857142857142855,nan,nan -routing,41,28,0.03571428571428571,0.21428571428571427,0.03571428571428571,0.21428571428571427,nan,nan -routing,41,29,0.35714285714285715,0.5357142857142857,0.35714285714285715,0.5357142857142857,nan,nan -routing,41,30,0.75,0.0,0.75,0.0,nan,nan -routing,41,31,0.5714285714285714,0.0,0.5714285714285714,0.0,nan,nan -routing,41,32,0.14285714285714285,0.35714285714285715,0.14285714285714285,0.35714285714285715,nan,nan -routing,41,33,0.6071428571428571,0.07142857142857142,0.6071428571428571,0.07142857142857142,nan,nan -routing,41,34,0.32142857142857145,0.2857142857142857,0.32142857142857145,0.2857142857142857,nan,nan -routing,41,35,0.17857142857142858,0.39285714285714285,0.17857142857142858,0.39285714285714285,nan,nan -routing,41,36,0.6428571428571429,0.10714285714285714,0.6428571428571429,0.10714285714285714,nan,nan -routing,41,37,0.17857142857142858,0.14285714285714285,0.17857142857142858,0.14285714285714285,nan,nan -routing,41,38,0.42857142857142855,0.21428571428571427,0.42857142857142855,0.21428571428571427,nan,nan -routing,41,39,0.6071428571428571,0.25,0.6071428571428571,0.25,nan,nan -routing,41,40,0.4642857142857143,0.25,0.4642857142857143,0.25,nan,nan -routing,41,41,0.5714285714285714,0.14285714285714285,0.5714285714285714,0.14285714285714285,nan,nan -routing,41,42,0.8214285714285714,0.0,0.8214285714285714,0.0,nan,nan -routing,41,43,0.5,0.0,0.5,0.0,nan,nan -routing,41,44,0.6071428571428571,0.03571428571428571,0.6071428571428571,0.03571428571428571,nan,nan -routing,41,45,0.5,0.14285714285714285,0.5,0.14285714285714285,nan,nan -routing,41,46,0.5,0.32142857142857145,0.5,0.32142857142857145,nan,nan -routing,41,47,0.5357142857142857,0.2857142857142857,0.5357142857142857,0.2857142857142857,nan,nan -routing,41,48,0.7142857142857143,0.0,0.7142857142857143,0.0,nan,nan -routing,41,49,0.35714285714285715,0.32142857142857145,0.35714285714285715,0.32142857142857145,nan,nan -routing,41,50,0.5357142857142857,0.14285714285714285,0.5357142857142857,0.14285714285714285,nan,nan -routing,41,51,0.35714285714285715,0.39285714285714285,0.35714285714285715,0.39285714285714285,nan,nan -routing,41,52,0.42857142857142855,0.14285714285714285,0.42857142857142855,0.14285714285714285,nan,nan -routing,41,53,0.4642857142857143,0.14285714285714285,0.4642857142857143,0.14285714285714285,nan,nan -routing,41,54,0.21428571428571427,0.42857142857142855,0.21428571428571427,0.42857142857142855,nan,nan -routing,41,55,0.42857142857142855,0.21428571428571427,0.42857142857142855,0.21428571428571427,nan,nan -routing,41,56,0.5714285714285714,0.21428571428571427,0.5714285714285714,0.21428571428571427,nan,nan -routing,41,57,0.5357142857142857,0.2857142857142857,0.5357142857142857,0.2857142857142857,nan,nan -routing,41,58,0.42857142857142855,0.14285714285714285,0.42857142857142855,0.14285714285714285,nan,nan -routing,41,59,0.5357142857142857,0.21428571428571427,0.5357142857142857,0.21428571428571427,nan,nan -static erasure,41,0,0.0,0.10714285714285714,0.0,0.10714285714285714,nan,nan -static erasure,41,1,0.0,0.25,0.0,0.25,nan,nan -static erasure,41,2,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,3,0.03571428571428571,0.03571428571428571,0.03571428571428571,0.03571428571428571,nan,nan -static erasure,41,4,0.10714285714285714,0.0,0.10714285714285714,0.0,nan,nan -static erasure,41,5,0.03571428571428571,0.0,0.03571428571428571,0.0,nan,nan -static erasure,41,6,0.0,0.03571428571428571,0.0,0.03571428571428571,nan,nan -static erasure,41,7,0.35714285714285715,0.0,0.35714285714285715,0.0,nan,nan -static erasure,41,8,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,9,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,10,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,11,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,12,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,13,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,14,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,15,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,16,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,17,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,18,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,0,0.0,0.10714285714285714,0.0,0.10714285714285714,nan,nan -static erasure,41,1,0.0,0.25,0.0,0.25,nan,nan -static erasure,41,2,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,3,0.0,0.21428571428571427,0.0,0.21428571428571427,nan,nan -static erasure,41,4,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,5,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -static erasure,41,6,0.0,0.42857142857142855,0.0,0.42857142857142855,nan,nan -static erasure,41,7,0.07142857142857142,0.25,0.07142857142857142,0.25,nan,nan -static erasure,41,8,0.17857142857142858,0.10714285714285714,0.17857142857142858,0.10714285714285714,nan,nan -static erasure,41,9,0.0,0.25,0.0,0.25,nan,nan -static erasure,41,10,0.21428571428571427,0.0,0.21428571428571427,0.0,nan,nan -static erasure,41,11,0.21428571428571427,0.07142857142857142,0.21428571428571427,0.07142857142857142,nan,nan -static erasure,41,12,0.35714285714285715,0.07142857142857142,0.35714285714285715,0.07142857142857142,nan,nan -static erasure,41,13,0.21428571428571427,0.0,0.21428571428571427,0.0,nan,nan -static erasure,41,14,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,0,0.0,0.10714285714285714,0.0,0.10714285714285714,nan,nan -static erasure,41,1,0.0,0.25,0.0,0.25,nan,nan -static erasure,41,2,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,3,0.0,0.25,0.0,0.25,nan,nan -static erasure,41,4,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,5,0.0,0.42857142857142855,0.0,0.42857142857142855,nan,nan -static erasure,41,6,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -static erasure,41,7,0.14285714285714285,0.2857142857142857,0.14285714285714285,0.2857142857142857,nan,nan -static erasure,41,8,0.2857142857142857,0.17857142857142858,0.2857142857142857,0.17857142857142858,nan,nan -static erasure,41,9,0.03571428571428571,0.39285714285714285,0.03571428571428571,0.39285714285714285,nan,nan -static erasure,41,10,0.32142857142857145,0.10714285714285714,0.32142857142857145,0.10714285714285714,nan,nan -static erasure,41,11,0.17857142857142858,0.42857142857142855,0.17857142857142858,0.42857142857142855,nan,nan -static erasure,41,12,0.2857142857142857,0.14285714285714285,0.2857142857142857,0.14285714285714285,nan,nan -static erasure,41,13,0.5357142857142857,0.10714285714285714,0.5357142857142857,0.10714285714285714,nan,nan -static erasure,41,14,0.5714285714285714,0.0,0.5714285714285714,0.0,nan,nan -static erasure,41,15,0.07142857142857142,0.0,0.07142857142857142,0.0,nan,nan -static erasure,41,16,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,17,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,18,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,0,0.0,0.10714285714285714,0.0,0.10714285714285714,nan,nan -static erasure,41,0,0.0,0.10714285714285714,0.0,0.10714285714285714,nan,nan -static erasure,41,1,0.0,0.25,0.0,0.25,nan,nan -static erasure,41,2,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,3,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -static erasure,41,4,0.0,0.0,0.0,0.0,nan,nan -static erasure,41,5,0.0,0.4642857142857143,0.0,0.4642857142857143,nan,nan -routing2,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing2,41,1,0.0,0.25,0.0,0.25,nan,nan -routing2,41,2,0.0,0.0,0.0,0.0,nan,nan -routing2,41,3,0.0,0.25,0.0,0.25,nan,nan -routing2,41,4,0.0,0.0,0.0,0.0,nan,nan -routing2,41,5,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing2,41,6,0.0,0.35714285714285715,0.0,0.35714285714285715,nan,nan -routing2,41,7,0.0,0.35714285714285715,0.0,0.35714285714285715,nan,nan -routing2,41,8,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing2,41,9,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing2,41,10,0.07142857142857142,0.25,0.07142857142857142,0.25,nan,nan -routing2,41,11,0.10714285714285714,0.35714285714285715,0.10714285714285714,0.35714285714285715,nan,nan -routing2,41,12,0.21428571428571427,0.21428571428571427,0.21428571428571427,0.21428571428571427,nan,nan -routing2,41,0,0.0,0.14285714285714285,0.0,0.14285714285714285,nan,nan -routing2,41,1,0.0,0.21428571428571427,0.0,0.21428571428571427,nan,nan -routing2,41,2,0.0,0.0,0.0,0.0,nan,nan -routing2,41,3,0.0,0.10714285714285714,0.0,0.10714285714285714,nan,nan -routing2,41,4,0.0,0.0,0.0,0.0,nan,nan -routing2,41,5,0.0,0.42857142857142855,0.0,0.42857142857142855,nan,nan -routing2,41,6,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing2,41,7,0.0,0.21428571428571427,0.0,0.21428571428571427,nan,nan -routing2,41,8,0.0,0.07142857142857142,0.0,0.07142857142857142,nan,nan -routing2,41,9,0.0,0.4642857142857143,0.0,0.4642857142857143,nan,nan -routing2,41,10,0.0,0.21428571428571427,0.0,0.21428571428571427,nan,nan -routing2,41,11,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -routing2,41,12,0.0,0.25,0.0,0.25,nan,nan -routing2,41,13,0.14285714285714285,0.4642857142857143,0.14285714285714285,0.4642857142857143,nan,nan -routing2,41,14,0.10714285714285714,0.5714285714285714,0.10714285714285714,0.5714285714285714,nan,nan -routing2,41,15,0.03571428571428571,0.6071428571428571,0.03571428571428571,0.6071428571428571,nan,nan -routing2,41,16,0.2857142857142857,0.2857142857142857,0.2857142857142857,0.2857142857142857,nan,nan -routing2,41,17,0.39285714285714285,0.10714285714285714,0.39285714285714285,0.10714285714285714,nan,nan -routing2,41,18,0.0,0.6071428571428571,0.0,0.6071428571428571,nan,nan -routing2,41,19,0.35714285714285715,0.17857142857142858,0.35714285714285715,0.17857142857142858,nan,nan -routing2,41,20,0.10714285714285714,0.4642857142857143,0.10714285714285714,0.4642857142857143,nan,nan -routing2,41,21,0.10714285714285714,0.7142857142857143,0.10714285714285714,0.7142857142857143,nan,nan -routing2,41,22,0.4642857142857143,0.21428571428571427,0.4642857142857143,0.21428571428571427,nan,nan -routing2,41,23,0.35714285714285715,0.5357142857142857,0.35714285714285715,0.5357142857142857,nan,nan -routing2,41,24,0.35714285714285715,0.2857142857142857,0.35714285714285715,0.2857142857142857,nan,nan -routing2,41,25,0.5,0.03571428571428571,0.5,0.03571428571428571,nan,nan -routing2,41,26,0.5714285714285714,0.03571428571428571,0.5714285714285714,0.03571428571428571,nan,nan -routing2,41,27,0.14285714285714285,0.5714285714285714,0.14285714285714285,0.5714285714285714,nan,nan -routing2,41,28,0.07142857142857142,0.17857142857142858,0.07142857142857142,0.17857142857142858,nan,nan -routing2,41,29,0.32142857142857145,0.5357142857142857,0.32142857142857145,0.5357142857142857,nan,nan -routing2,41,30,0.8214285714285714,0.0,0.8214285714285714,0.0,nan,nan -routing2,41,31,0.6428571428571429,0.07142857142857142,0.6428571428571429,0.07142857142857142,nan,nan -routing2,41,32,0.25,0.5357142857142857,0.25,0.5357142857142857,nan,nan -routing2,41,33,0.7142857142857143,0.21428571428571427,0.7142857142857143,0.21428571428571427,nan,nan -routing2,41,34,0.35714285714285715,0.39285714285714285,0.35714285714285715,0.39285714285714285,nan,nan -routing2,41,35,0.21428571428571427,0.39285714285714285,0.21428571428571427,0.39285714285714285,nan,nan -routing2,41,36,0.6428571428571429,0.25,0.6428571428571429,0.25,nan,nan -routing2,41,37,0.35714285714285715,0.32142857142857145,0.35714285714285715,0.32142857142857145,nan,nan -routing2,41,38,0.2857142857142857,0.6785714285714286,0.2857142857142857,0.6785714285714286,nan,nan -routing2,41,39,0.4642857142857143,0.5357142857142857,0.4642857142857143,0.5357142857142857,nan,nan -routing2,41,40,0.17857142857142858,0.42857142857142855,0.17857142857142858,0.42857142857142855,nan,nan -routing2,41,41,0.6071428571428571,0.32142857142857145,0.6071428571428571,0.32142857142857145,nan,nan 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+routing2,41,51,0.21428571428571427,0.5714285714285714,nan,nan,nan,nan +routing2,41,52,0.4642857142857143,0.21428571428571427,nan,nan,nan,nan +routing2,41,53,0.8571428571428571,0.14285714285714285,nan,nan,nan,nan +routing2,41,54,0.21428571428571427,0.6428571428571429,nan,nan,nan,nan +routing2,41,55,0.2857142857142857,0.42857142857142855,nan,nan,nan,nan +routing2,41,56,0.5357142857142857,0.32142857142857145,nan,nan,nan,nan +routing2,41,57,0.42857142857142855,0.4642857142857143,nan,nan,nan,nan +routing2,41,58,0.6071428571428571,0.32142857142857145,nan,nan,nan,nan +routing2,41,59,0.5714285714285714,0.35714285714285715,nan,nan,nan,nan routing2,41,0,0.0,0.1875,0.0,0.39,0.0,0.39 routing2,41,1,0.0,0.25,nan,nan,nan,nan routing2,41,2,0.0,0.0,nan,nan,nan,nan @@ -926,99 +926,99 @@ routing2,43,56,nan,nan,nan,nan,nan,nan routing2,43,57,nan,nan,nan,nan,nan,nan routing2,43,58,nan,nan,nan,nan,nan,nan routing2,43,59,0.05,0.64,0.05,0.64,0.05,0.64 -vanilla,42,0,0.0,0.35714285714285715,0.0,0.35714285714285715,nan,nan -vanilla,42,1,0.0,0.0,0.0,0.0,nan,nan -vanilla,42,2,0.0,0.42857142857142855,0.0,0.42857142857142855,nan,nan -vanilla,42,3,0.0,0.03571428571428571,0.0,0.03571428571428571,nan,nan -vanilla,42,4,0.0,0.4642857142857143,0.0,0.4642857142857143,nan,nan -vanilla,42,5,0.0,0.7142857142857143,0.0,0.7142857142857143,nan,nan -vanilla,42,6,0.0,0.5714285714285714,0.0,0.5714285714285714,nan,nan -vanilla,42,7,0.0,0.0,0.0,0.0,nan,nan -vanilla,42,8,0.0,0.4642857142857143,0.0,0.4642857142857143,nan,nan -vanilla,42,9,0.0,0.03571428571428571,0.0,0.03571428571428571,nan,nan -vanilla,42,10,0.03571428571428571,0.4642857142857143,0.03571428571428571,0.4642857142857143,nan,nan -vanilla,42,11,0.0,0.4642857142857143,0.0,0.4642857142857143,nan,nan -vanilla,42,12,0.14285714285714285,0.39285714285714285,0.14285714285714285,0.39285714285714285,nan,nan -vanilla,42,13,0.10714285714285714,0.42857142857142855,0.10714285714285714,0.42857142857142855,nan,nan -vanilla,42,14,0.5,0.03571428571428571,0.5,0.03571428571428571,nan,nan -vanilla,42,15,0.21428571428571427,0.6428571428571429,0.21428571428571427,0.6428571428571429,nan,nan -vanilla,42,16,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -vanilla,42,17,0.17857142857142858,0.2857142857142857,0.17857142857142858,0.2857142857142857,nan,nan -vanilla,42,18,0.10714285714285714,0.4642857142857143,0.10714285714285714,0.4642857142857143,nan,nan -vanilla,42,19,0.42857142857142855,0.10714285714285714,0.42857142857142855,0.10714285714285714,nan,nan -vanilla,42,20,0.03571428571428571,0.6071428571428571,0.03571428571428571,0.6071428571428571,nan,nan -vanilla,42,21,0.25,0.14285714285714285,0.25,0.14285714285714285,nan,nan -vanilla,42,22,0.25,0.14285714285714285,0.25,0.14285714285714285,nan,nan -vanilla,42,23,0.32142857142857145,0.35714285714285715,0.32142857142857145,0.35714285714285715,nan,nan -vanilla,42,24,0.21428571428571427,0.7142857142857143,0.21428571428571427,0.7142857142857143,nan,nan -vanilla,42,25,0.21428571428571427,0.21428571428571427,0.21428571428571427,0.21428571428571427,nan,nan -vanilla,42,26,0.03571428571428571,0.32142857142857145,0.03571428571428571,0.32142857142857145,nan,nan -vanilla,42,27,0.03571428571428571,0.5,0.03571428571428571,0.5,nan,nan -vanilla,42,28,0.35714285714285715,0.39285714285714285,0.35714285714285715,0.39285714285714285,nan,nan -vanilla,42,29,0.21428571428571427,0.25,0.21428571428571427,0.25,nan,nan -vanilla,42,30,0.39285714285714285,0.17857142857142858,0.39285714285714285,0.17857142857142858,nan,nan -vanilla,42,31,0.21428571428571427,0.10714285714285714,0.21428571428571427,0.10714285714285714,nan,nan -vanilla,42,32,0.6785714285714286,0.14285714285714285,0.6785714285714286,0.14285714285714285,nan,nan -vanilla,43,0,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -vanilla,43,1,0.0,0.39285714285714285,0.0,0.39285714285714285,nan,nan -vanilla,43,2,0.0,0.2857142857142857,0.0,0.2857142857142857,nan,nan -vanilla,43,3,0.0,0.32142857142857145,0.0,0.32142857142857145,nan,nan -vanilla,43,4,0.0,0.5,0.0,0.5,nan,nan -vanilla,43,5,0.0,0.25,0.0,0.25,nan,nan -vanilla,43,6,0.0,0.7142857142857143,0.0,0.7142857142857143,nan,nan -vanilla,43,7,0.0,0.2857142857142857,0.0,0.2857142857142857,nan,nan -vanilla,43,8,0.0,0.25,0.0,0.25,nan,nan -vanilla,43,9,0.0,0.17857142857142858,0.0,0.17857142857142858,nan,nan -vanilla,43,10,0.0,0.32142857142857145,0.0,0.32142857142857145,nan,nan -vanilla,43,11,0.39285714285714285,0.0,0.39285714285714285,0.0,nan,nan -vanilla,43,12,0.03571428571428571,0.2857142857142857,0.03571428571428571,0.2857142857142857,nan,nan -vanilla,43,13,0.25,0.6071428571428571,0.25,0.6071428571428571,nan,nan -vanilla,43,14,0.39285714285714285,0.17857142857142858,0.39285714285714285,0.17857142857142858,nan,nan -vanilla,43,15,0.25,0.42857142857142855,0.25,0.42857142857142855,nan,nan -vanilla,43,16,0.03571428571428571,0.6428571428571429,0.03571428571428571,0.6428571428571429,nan,nan -vanilla,43,17,0.39285714285714285,0.21428571428571427,0.39285714285714285,0.21428571428571427,nan,nan -vanilla,43,18,0.2857142857142857,0.0,0.2857142857142857,0.0,nan,nan -vanilla,43,19,0.35714285714285715,0.21428571428571427,0.35714285714285715,0.21428571428571427,nan,nan -vanilla,43,20,0.07142857142857142,0.8571428571428571,0.07142857142857142,0.8571428571428571,nan,nan -vanilla,43,21,0.39285714285714285,0.35714285714285715,0.39285714285714285,0.35714285714285715,nan,nan -vanilla,43,22,0.17857142857142858,0.39285714285714285,0.17857142857142858,0.39285714285714285,nan,nan -vanilla,43,23,0.39285714285714285,0.03571428571428571,0.39285714285714285,0.03571428571428571,nan,nan -vanilla,43,24,0.35714285714285715,0.21428571428571427,0.35714285714285715,0.21428571428571427,nan,nan -vanilla,43,25,0.2857142857142857,0.5357142857142857,0.2857142857142857,0.5357142857142857,nan,nan -vanilla,43,26,0.25,0.32142857142857145,0.25,0.32142857142857145,nan,nan -vanilla,43,27,0.6071428571428571,0.10714285714285714,0.6071428571428571,0.10714285714285714,nan,nan -vanilla,43,28,0.35714285714285715,0.32142857142857145,0.35714285714285715,0.32142857142857145,nan,nan -vanilla,43,29,0.5,0.0,0.5,0.0,nan,nan -vanilla,43,30,0.21428571428571427,0.25,0.21428571428571427,0.25,nan,nan -vanilla,43,31,0.5,0.17857142857142858,0.5,0.17857142857142858,nan,nan -vanilla,43,32,0.35714285714285715,0.42857142857142855,0.35714285714285715,0.42857142857142855,nan,nan -vanilla,43,33,0.35714285714285715,0.14285714285714285,0.35714285714285715,0.14285714285714285,nan,nan -vanilla,43,34,0.39285714285714285,0.10714285714285714,0.39285714285714285,0.10714285714285714,nan,nan -vanilla,43,35,0.6785714285714286,0.17857142857142858,0.6785714285714286,0.17857142857142858,nan,nan -vanilla,43,36,0.21428571428571427,0.2857142857142857,0.21428571428571427,0.2857142857142857,nan,nan -vanilla,43,37,0.42857142857142855,0.21428571428571427,0.42857142857142855,0.21428571428571427,nan,nan -vanilla,43,38,0.14285714285714285,0.39285714285714285,0.14285714285714285,0.39285714285714285,nan,nan -vanilla,43,39,0.10714285714285714,0.35714285714285715,0.10714285714285714,0.35714285714285715,nan,nan -vanilla,43,40,0.21428571428571427,0.5,0.21428571428571427,0.5,nan,nan -vanilla,43,41,0.5,0.32142857142857145,0.5,0.32142857142857145,nan,nan -vanilla,43,42,0.5,0.4642857142857143,0.5,0.4642857142857143,nan,nan -vanilla,43,43,0.14285714285714285,0.75,0.14285714285714285,0.75,nan,nan -vanilla,43,44,0.42857142857142855,0.42857142857142855,0.42857142857142855,0.42857142857142855,nan,nan -vanilla,43,45,0.4642857142857143,0.39285714285714285,0.4642857142857143,0.39285714285714285,nan,nan -vanilla,43,46,0.5714285714285714,0.25,0.5714285714285714,0.25,nan,nan -vanilla,43,47,0.5,0.42857142857142855,0.5,0.42857142857142855,nan,nan 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a/scripts/plot_deploy_overlay.py b/scripts/plot_deploy_overlay.py index 04f20fb..df6acda 100644 --- a/scripts/plot_deploy_overlay.py +++ b/scripts/plot_deploy_overlay.py @@ -74,9 +74,12 @@ def _panel(ax, by_arm, modes, arms, field, title, xlabel): TODO(seeds): A5 ships n=1 (seed 41, jobs 103/104) so no error bar yet; the queued seeds 42/43 (jobs 107-110) populate xerr -- the code already aggregates.""" y = np.arange(len(modes))[::-1] # first mode at top - for j in range(len(modes)): # connector between arms, per mode + for j in range(len(modes)): # arrow baseline->ours per mode: shows the DIRECTION of change xs = [_mode_stats(by_arm, a, modes, field)[0][j] for a in arms] - ax.plot(xs, [y[j]] * len(arms), color="0.75", lw=1.0, zorder=1) + if len(xs) >= 2 and np.isfinite(xs[0]) and np.isfinite(xs[-1]): + ax.annotate("", xy=(xs[-1], y[j]), xytext=(xs[0], y[j]), zorder=1, + arrowprops=dict(arrowstyle="-|>", color="0.6", lw=1.1, + shrinkA=6, shrinkB=6)) for i, arm in enumerate(arms): label, color = ARM[arm] means, stds = _mode_stats(by_arm, arm, modes, field) @@ -87,7 +90,7 @@ def _panel(ax, by_arm, modes, arms, field, title, xlabel): for v, yy in zip(means, y): if np.isnan(v): continue - txt = "≡0" if v < 5e-3 else f"{v:.2f}" # a dot on the axis still needs the finding marked + txt = "≈0" if v < 5e-3 else f"{v:.2f}" # finite-sample estimate: approx, not identically, zero ax.annotate(txt, (v, yy), fontsize=6, color=color, ha="center", va="bottom", xytext=(0, dy), textcoords="offset points") ax.set_yticks(y) diff --git a/scripts/plot_dynamics.py b/scripts/plot_dynamics.py index e001711..d301ced 100644 --- a/scripts/plot_dynamics.py +++ b/scripts/plot_dynamics.py @@ -321,7 +321,7 @@ def plot(runs: list[dict], out: Path) -> None: # a plotting bug rather than the finding. hk = [r["hack_s"] for r in rs if "hack_s" in r] if hk and np.nanmax([np.nanmax(h) for h in hk]) < 0.02: - ax.annotate("hack ≡ 0", (0.04, 0.0), xycoords=("axes fraction", "data"), + ax.annotate("hack ≈ 0", (0.04, 0.0), xycoords=("axes fraction", "data"), color=RATE_COLORS["hack_s"], fontsize=8, va="bottom", xytext=(0, 3), textcoords="offset points") ax.set_xlabel("optimizer step") @@ -353,7 +353,7 @@ def _overlay_panel(ax, by_arm, arms, key, *, label, with_onset, label_arms, ylim """Overlay one metric (key) per arm on ax: faint per-seed EMA lines + bold EMA mean, optional mean-onset dot. When label_arms, direct-label each arm at its endpoint (de-collided in y). An arm whose mean series sits at zero gets a - "$\\equiv 0$" tag so a pinned-at-zero line reads as a finding, not a missing line.""" + "$\\approx 0$" tag so a pinned-at-zero line reads as a finding, not a missing line.""" ends = [] # (y_endpoint, x_endpoint, arm, color, is_zero) for direct labels for arm in arms: rs = [r for r in by_arm[arm] if key in r] @@ -391,7 +391,7 @@ def _overlay_panel(ax, by_arm, arms, key, *, label, with_onset, label_arms, ylim for y, x, arm, color, is_zero in ends: y_lab = y if not placed else max(y, placed[-1] + gap) placed.append(y_lab) - text = arm_label(arm) + (r" $\equiv 0$" if is_zero else "") + text = arm_label(arm) + (r" $\approx 0$" if is_zero else "") # Common gutter x + leader back to each line's actual end: ragged run lengths # otherwise scatter labels mid-plot onto other arms' lines (collision test). arrow = dict(arrowstyle="-", color=color, lw=0.5, shrinkA=0, shrinkB=2) @@ -404,7 +404,7 @@ def plot_hack_overlay(runs: list[dict], out: Path) -> None: """Two stacked panels sharing x: student hack rate (top) and solve rate (bottom) per arm. Faint per-seed EMA lines + bold EMA-5 mean; onset dot on the hack panel. Arms are direct-labelled on the TOP (hack) panel -- readers scan top-to-bottom, and - the hack panel carries the headline (an arm pinned at 0 gets a $\\equiv 0$ tag).""" + the hack panel carries the headline (an arm pinned at 0 gets a $\\approx 0$ tag).""" by_arm: dict[str, list[dict]] = defaultdict(list) for r in runs: by_arm[classify(r)].append(r) @@ -431,6 +431,20 @@ def plot_train_vs_deploy(runs: list[dict], out: Path) -> None: rises while solid-red (deploy) sits at 0, because the hack lives in the deletable quarantine. For vanilla the dashed/solid pair coincides (train==deploy: the hack is in the shipped weights, nothing to delete). Matched n=64 eval on every series.""" + # Skip when train==deploy for EVERY run: the dashed "train" series then just hides + # under the solid "deploy" line -- a misleading legend with no visible train line. + # Only a route2 knob-ON eval makes hack_train (=hk_on) differ from hk_dep. Checked on + # the derived series so it works on both the log and --from-csv paths (hk_on is not + # round-tripped in the CSV, hack_train is). + def _has_train_gap(r): + ht, hd = r.get("hack_train"), r.get("hk_dep") + if ht is None or hd is None: + return False + d = np.abs(ht - hd) + return bool(np.isfinite(d).any() and np.nanmax(d) > 0.02) + if not any(_has_train_gap(r) for r in runs): + logger.info(f"skip {out.name}: train==deploy in every run -> no knob-ON contrast to show") + return by_arm: dict[str, list[dict]] = defaultdict(list) for r in runs: by_arm[classify(r)].append(r) @@ -464,7 +478,7 @@ def plot_train_vs_deploy(runs: list[dict], out: Path) -> None: if deploy_hack_zero: # the route headline: solid-red pinned at 0. # Lift the label into the empty band above the flat line (collision test: # at y=0 the solid-red deploy line runs straight through the text). - ax.annotate(r"deploy hack $\equiv 0$", (0.04, 0.12), + ax.annotate(r"deploy hack $\approx 0$", (0.04, 0.12), xycoords="axes fraction", color=red, fontsize=8, va="bottom") # teacher-off curriculum: shade the teacher-ON region so "seeded here, on-policy # after" stays visible in the C4 bootstrap variant (jobs 93/94).