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 5.582 22.74 1257615.8 inf 0.01129726481191217 -0.05591505591232283 215.57676696777344 103400.09 0.9715043623141815 0.009427090918986625 0.008130643768803845 214.88829040527344 True 0 100 9.747 20.56 84234.78 0.9757401056627661 0.004883076079131458 -0.3689168887160548 19.761127471923828 58355.902 0.9742413713270038 0.008036559048827944 -0.3381371915700993 20.308406829833984 True 0 200 9.937 20.63 255285.77 0.9687850415176145 0.019707964176119315 -0.4245406749968896 15.184247016906738 44737.008 0.9696192176629749 0.017531162429420696 -0.39972191417902525 15.668821334838867 True 0 300 10.25 20.49 169280.12 0.9692690178329376 0.017285924366650697 -0.4335819151855972 19.458465576171875 41487.773 0.9700006325248586 0.015230281379044553 -0.4077139234277052 19.966930389404297 True 0 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0.03766153226066119 0.4606343562977194 4.038840293884277 38503.605 0.963616270771174 0.037296965471787485 0.43637425766517096 4.3997111320495605 False 27 17000 9.63 20.6 13269.281 0.9513880281938007 0.07283802589080646 0.4623140504168111 4.033243179321289 31317.69 0.9519306093224884 0.0713496816567333 0.4374044880479343 4.391764163970947 False 27 17100 9.53 20.43 21027.434 inf 0.02619731237786011 0.4491619662693887 4.46927547454834 38703.99 inf 0.02499037732946254 0.41843623439554717 4.894411087036133 False 27 17200 9.497 20.43 19051.266 0.9560258765657531 0.053709738109548835 0.44946612521796725 3.9147350788116455 33102.152 0.9561805115102984 0.05303321623567004 0.4162371579997963 4.2546067237854 False 27 17300 9.671 20.51 12928.511 0.9534650876405688 0.06658806897101685 0.4515358849183098 4.109748363494873 33379.523 0.9535007525771004 0.06583992282937876 0.4178716004038903 4.443673610687256 False 27 17400 9.635 20.34 13978.352 0.9504988477344833 0.06786632936121371 0.4580726087440889 3.989201307296753 30392.756 0.9517279686063218 0.0653968634150735 0.42932707183852215 4.302091598510742 False 27 17500 9.679 20.58 15272.207 0.9511804980501917 0.0706060230544016 0.46012376028456287 3.9268991947174072 36368.06 0.9513479872980405 0.0696849107231516 0.4329592508785788 4.24246072769165 False 28 17600 9.669 20.58 13309.472 0.9513603073114848 0.06452793640873304 0.45170512558715786 3.8212692737579346 28418.625 0.9520362709990134 0.06398533907566653 0.4312888389378568 4.115049362182617 False 28 17700 9.748 20.49 28056.295 0.9515565049464759 0.053891516025254875 0.4631303667805111 3.793546676635742 30885.264 0.9528643128103387 0.051824230393813536 0.4464297652774462 4.049527168273926 False 28 17800 9.568 20.25 28261.371 0.9481448760709338 0.059347707351550434 0.46748272457395673 3.6667978763580322 28651.908 0.9493581155260935 0.05704952436789128 0.44820669046607614 4.01063346862793 False 28 17900 9.748 20.54 17320.48 0.9497513629328427 0.06513801854449212 0.4649372280472207 3.7102622985839844 29099.035 0.9510587597748246 0.062563775237463 0.4457508678230717 4.035688400268555 False 28 18000 9.584 20.44 17339.273 0.9502497252771183 0.06684836146126896 0.4672500464485394 3.715390205383301 30760.89 0.9513357930913425 0.06408640482713786 0.4489692353547902 4.0153632164001465 False 28 18100 9.712 20.35 17234.715 0.948627660116666 0.0693959695385495 0.46736596966021376 3.7134385108947754 29309.309 0.9498161231970093 0.06682109713642066 0.44835161900634096 4.01604700088501 False 28 18200 9.468 20.17 18330.113 0.9572462642149483 0.06218431707606783 0.45887671806453184 3.8704891204833984 32726.615 0.9578231572437343 0.06044604808128025 0.43387850017333707 4.203599452972412 False 29 18300 9.754 20.35 17206.482 0.946439033409495 0.07358659116942988 0.47097414194144754 3.6784605979919434 28097.545 0.947894172730991 0.07095682509836616 0.45536370854122343 3.976212978363037 False 29 18400 9.605 20.33 27921.03 0.9599066255234187 0.044219645490603386 0.4602858772710699 3.8260741233825684 31805.068 0.960563119709856 0.042085048331223715 0.43930912742813544 4.0857696533203125 False 29 18500 9.781 20.31 22899.975 0.9515486259962668 0.062286600751729655 0.46556437525037436 3.6849539279937744 27442.945 0.9527701422466185 0.059738764974715516 0.4478625973280983 3.99849271774292 False 29 18600 9.664 20.35 17492.58 0.9533728017728099 0.067431520623313 0.46627922774943026 3.732187271118164 29878.621 0.9543924399740208 0.06452468709005019 0.4469925817381124 4.039285659790039 False 29 18700 9.961 20.4 16441.148 0.950710084427093 0.0695869040989409 0.47402862114821476 3.67931866645813 30775.676 0.9515566135685266 0.0668013529132823 0.45956900972939546 3.987800121307373 False 29 18800 9.576 20.6 28287.969 0.9501933062222762 0.06646567740819372 0.49129309434264784 3.694261312484741 34214.65 0.9507309567903425 0.06426751744237945 0.4758080871096664 3.9396324157714844 False 30 18900 9.796 20.3 24121.9 0.9462130221373303 0.07751316591991995 0.47952015648771634 3.622891664505005 27852.398 0.9474157823279008 0.07453002660349595 0.4675958339958501 3.919851541519165 False