[    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