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Add FINAL-2 pipeline, overnight search scripts and results (11 Nov 2026)
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[ 4.5s] data loaded
[ 100.2s] trained base dann_rz_src_s0.pt (3 threads): 15 epochs on 61932 rows 88s
[ 100.3s] madrid-check base vs tab_nn sel_dann.npz Zt: max abs diff 0.00e+00
[ 109.1s] madrid-check n=5 rep=0: lp=0.4571 lpft=0.4753 lpft_ent=0.4806 8.7s
[ 113.6s] madrid-check n=5 rep=1: lp=0.4962 lpft=0.4790 lpft_ent=0.4862 4.5s
[ 117.8s] madrid-check n=5 rep=2: lp=0.4991 lpft=0.5194 lpft_ent=0.5219 4.1s
[ 123.1s] madrid-check n=50 rep=0: lp=0.5469 lpft=0.5491 lpft_ent=0.5509 5.3s
[ 127.7s] madrid-check n=50 rep=1: lp=0.5190 lpft=0.5527 lpft_ent=0.5516 4.6s
[ 133.5s] madrid-check n=50 rep=2: lp=0.5177 lpft=0.5471 lpft_ent=0.5486 5.8s
[ 139.6s] madrid-check n=200 rep=0: lp=0.5293 lpft=0.5695 lpft_ent=0.5711 6.2s
[ 146.0s] madrid-check n=200 rep=1: lp=0.5289 lpft=0.5797 lpft_ent=0.5784 6.3s
[ 152.5s] madrid-check n=200 rep=2: lp=0.5229 lpft=0.5713 lpft_ent=0.5704 6.6s
[ 152.6s] madrid-check means: {'lp': {5: 0.4841498120142176, 50: 0.5279016320332399, 200: 0.5270376259955917}, 'lpft': {5: 0.49122672993148825, 50: 0.5496386272948383, 200: 0.5735218920183637}, 'lpft_ent': {5: 0.49622852008497914, 50: 0.5503723327589127, 200: 0.5732739094886868}}
[ 157.9s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=5 rep=0 5.3s
[ 163.8s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=5 rep=1 5.9s
[ 168.9s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=5 rep=2 5.1s
[ 174.1s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=5 rep=3 5.2s
[ 179.7s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=5 rep=4 5.6s
[ 185.6s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=25 rep=0 5.9s
[ 191.9s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=25 rep=1 6.3s
[ 197.2s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=25 rep=2 5.3s
[ 202.8s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=25 rep=3 5.6s
[ 207.9s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=25 rep=4 5.1s
[ 213.7s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=50 rep=0 5.8s
[ 220.3s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=50 rep=1 6.6s
[ 226.1s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=50 rep=2 5.8s
[ 231.9s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=50 rep=3 5.8s
[ 237.6s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=50 rep=4 5.8s
[ 243.8s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=100 rep=0 6.2s
[ 251.1s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=100 rep=1 7.3s
[ 256.9s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=100 rep=2 5.8s
[ 262.8s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=100 rep=3 5.9s
[ 269.0s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=100 rep=4 6.2s
[ 275.8s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=200 rep=0 6.8s
[ 283.5s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=200 rep=1 7.7s
[ 290.7s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=200 rep=2 7.2s
[ 297.9s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=200 rep=3 7.2s
[ 305.4s] tab_dann_rz_lpft+tab_dann_rz_lpft_ent n=200 rep=4 7.4s
[ 305.4s] done