Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 2.505 15.82 1236163.2 0.9735146360717732 0.011409042738792839 0.3847787271476441 37.47895812988281 253675.36 0.9713973316942286 0.007905803887580498 0.283686495002374 35.73793411254883 True 0 100 9.805 14.17 66584.2 0.9839539558440525 -0.002297284437697276 -0.4469977084535398 23.61854362487793 589956.4 0.9798625252902116 0.0010870684368759816 -0.35276365748336125 25.119333267211914 False 0 200 9.272 14.46 40138.68 0.9679340478310433 0.03257413772231154 -0.4372081723056909 5.8970465660095215 135807.3 0.965551704506942 0.02785210143936269 -0.3433408390226321 6.115045070648193 True 0 300 9.896 13.98 129932.18 0.9708538811830844 0.020428922672719618 -0.43781604713307287 7.209722518920898 144592.06 0.9691966043443021 0.015570769501273035 -0.345567734679634 7.626670837402344 False 0 400 9.435 13.8 50118.664 0.9782303950992316 0.005093219755134184 0.3461428153987196 4.918228626251221 234175.95 0.974196799221447 0.0074524062688499275 0.19837673305493428 5.284012317657471 False 1 500 9.971 14.71 50209.15 0.9671735010814086 0.034693509355703124 -0.43263100952565425 6.296052932739258 145677.12 0.9647416436563105 0.03167548638303432 -0.36060904273400446 6.101210594177246 False 1 600 9.479 13.94 39207.277 0.9764417801979837 0.0003443546465666043 0.0860751030007895 14.77553653717041 165406.73 0.9717768005094719 0.0028607295415368143 -0.02891488947302761 16.16638946533203 False 1 700 9.639 14.57 54388.375 0.9787573738571941 0.0037930086024159228 -0.06298996560953189 18.530029296875 293167.88 0.9750521169673191 0.005568273684042042 -0.1369254279987461 20.103092193603516 False 1 800 9.594 14.36 57220.25 0.9714932705423457 0.020462125012972936 -0.3509294592335958 7.163936614990234 154415.2 0.9678928502298695 0.019970936795202218 -0.3248572443058441 7.758521556854248 False 2 900 9.431 13.78 288387.84 0.9824964752318639 -0.012860626819314203 0.44406913811147547 6.478418827056885 175518.11 0.9786854238199107 -0.011645255726959241 0.3185620092546519 7.868368148803711 False 2 1000 9.567 13.95 71360.1 0.9806128385147879 -0.009474709781614948 0.37397516963662664 7.020859241485596 150316.39 0.9765822939289227 -0.008400827375344186 0.22299202792122125 8.156280517578125 False 2 1100 9.531 13.81 52752.746 0.970839036993408 0.023069438458323155 -0.28638737586762975 6.968473434448242 159618.33 0.9675368476740059 0.020732440926891735 -0.28100801436424766 7.654745578765869 False 2 1200 9.4 14.25 39560.133 0.9841688229575617 -0.01142277830640102 0.4158889953947483 4.2256364822387695 166038.19 0.9797785700799013 -0.009365089935490309 0.2905215695336825 4.965320587158203 False 3 1300 9.459 13.95 51890.26 0.9741517879542555 0.005476979078168438 0.018650304455730772 5.993713855743408 141647.31 0.9704833676108575 0.005207209427478098 -0.04386710914080071 6.628365993499756 False 3 1400 8.73 14.24 29236.8 0.9751996241657374 0.0041730172815398914 0.10516892733279895 10.334196090698242 169342.77 0.9712233737367226 0.0058171355475512745 0.006779102416624912 11.420295715332031 False 3 1500 8.876 14.04 32154.447 0.9724121745636297 0.013976918664852412 0.037859180696767775 7.073449611663818 152132.44 0.9687626212279038 0.015959211772957765 -0.04588955377816115 7.8950090408325195 False 3 1600 8.233 13.93 234895.47 0.9732577123216832 0.013849999643539461 -0.3266658401362106 6.147749423980713 157960.17 inf 0.011071139167237995 -0.2899781649240846 6.484339237213135 False 4 1700 9.417 14.08 62811.85 0.9737870090894408 0.010512698172939788 -0.2270865539853981 7.094367027282715 141674.98 0.9711946149872878 0.008151797391224503 -0.21669160918701855 7.7986674308776855 False 4 1800 9.531 13.92 35633.887 inf 0.00610787799668015 0.13906309817611548 5.6565775871276855 276727.44 inf 0.00702698365630837 0.024700221635053154 6.414060115814209 False 4 1900 9.415 14.47 26334.025 0.9736853901201822 0.010517191432534803 -0.06394380190358359 6.138859748840332 170862.08 0.9704472030382433 0.01117107228704324 -0.11536948790198742 6.847545146942139 False 4 2000 9.48 14.78 25763.273 0.9694828297664896 0.024423564892073146 -0.4187199117675708 6.2631001472473145 177125.36 0.9677740397195117 0.022342679359700083 -0.33384850036189806 6.309635639190674 False 5 2100 9.501 13.96 38131.83 0.9776495730419767 0.0031889480384467784 0.19514701928336184 8.412681579589844 190316.52 0.9739103091048307 0.00469292439588757 0.07852765230764583 9.490458488464355 False 5 2200 9.5 14.19 34778.99 0.9686768427551523 0.02540248051731676 -0.3013713161730409 5.6300129890441895 136183.17 0.966154604120387 0.02229968767276764 -0.25922133499065103 5.899835109710693 False 5 2300 9.535 14.34 29725.92 0.96828709029539 0.0256186470402624 -0.21522645353656047 5.451483249664307 136913.55 0.9661049544481335 0.022602332869475012 -0.20196068703091652 5.7998576164245605 False 5 2400 9.698 14.16 47577.484 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