mirror of
https://github.com/RYDE-WORK/lnp_ml.git
synced 2026-03-21 09:36:32 +08:00
426 lines
13 KiB
JSON
426 lines
13 KiB
JSON
{
|
|
"train": [
|
|
{
|
|
"loss": 22.032494735717773,
|
|
"loss_size": 16.743953514099122,
|
|
"loss_pdi": 1.2239572763442994,
|
|
"loss_ee": 1.0474397182464599,
|
|
"loss_delivery": 1.2612280070781707,
|
|
"loss_biodist": 1.1997641563415526,
|
|
"loss_toxic": 0.5561524748802185
|
|
},
|
|
{
|
|
"loss": 12.498378562927247,
|
|
"loss_size": 8.05031099319458,
|
|
"loss_pdi": 1.0179082751274109,
|
|
"loss_ee": 0.9407736420631408,
|
|
"loss_delivery": 0.8306634247303009,
|
|
"loss_biodist": 1.160559320449829,
|
|
"loss_toxic": 0.4981633126735687
|
|
},
|
|
{
|
|
"loss": 6.852249622344971,
|
|
"loss_size": 2.8376791954040526,
|
|
"loss_pdi": 0.8515164494514466,
|
|
"loss_ee": 0.8604451298713685,
|
|
"loss_delivery": 0.7656278729438781,
|
|
"loss_biodist": 1.1427257061004639,
|
|
"loss_toxic": 0.39425510764122007
|
|
},
|
|
{
|
|
"loss": 4.40604076385498,
|
|
"loss_size": 0.6938439428806304,
|
|
"loss_pdi": 0.6752870678901672,
|
|
"loss_ee": 0.8080484986305236,
|
|
"loss_delivery": 0.8313614726066589,
|
|
"loss_biodist": 1.0828368663787842,
|
|
"loss_toxic": 0.31466284990310667
|
|
},
|
|
{
|
|
"loss": 3.4253986835479737,
|
|
"loss_size": 0.16804716736078262,
|
|
"loss_pdi": 0.5639804005622864,
|
|
"loss_ee": 0.6901269078254699,
|
|
"loss_delivery": 0.6912416338920593,
|
|
"loss_biodist": 1.0242016911506653,
|
|
"loss_toxic": 0.28780081272125246
|
|
},
|
|
{
|
|
"loss": 3.2362718105316164,
|
|
"loss_size": 0.1483217939734459,
|
|
"loss_pdi": 0.6221840143203735,
|
|
"loss_ee": 0.6781063556671143,
|
|
"loss_delivery": 0.6013748198747635,
|
|
"loss_biodist": 0.9614210963249207,
|
|
"loss_toxic": 0.22486359924077987
|
|
},
|
|
{
|
|
"loss": 3.1696151733398437,
|
|
"loss_size": 0.1722302332520485,
|
|
"loss_pdi": 0.48496800661087036,
|
|
"loss_ee": 0.6616590738296508,
|
|
"loss_delivery": 0.7679106175899506,
|
|
"loss_biodist": 0.9077507495880127,
|
|
"loss_toxic": 0.17509644329547883
|
|
},
|
|
{
|
|
"loss": 2.6617531299591066,
|
|
"loss_size": 0.16581893265247344,
|
|
"loss_pdi": 0.4746619284152985,
|
|
"loss_ee": 0.630395919084549,
|
|
"loss_delivery": 0.3917909190058708,
|
|
"loss_biodist": 0.852727723121643,
|
|
"loss_toxic": 0.1463577665388584
|
|
},
|
|
{
|
|
"loss": 2.4909090995788574,
|
|
"loss_size": 0.11310702562332153,
|
|
"loss_pdi": 0.43855146765708924,
|
|
"loss_ee": 0.5929172158241272,
|
|
"loss_delivery": 0.42325166761875155,
|
|
"loss_biodist": 0.7738024115562439,
|
|
"loss_toxic": 0.1492793083190918
|
|
},
|
|
{
|
|
"loss": 2.3516653537750245,
|
|
"loss_size": 0.21800988018512726,
|
|
"loss_pdi": 0.43570560216903687,
|
|
"loss_ee": 0.5719826459884644,
|
|
"loss_delivery": 0.3004884377121925,
|
|
"loss_biodist": 0.6908805131912231,
|
|
"loss_toxic": 0.1345983102917671
|
|
},
|
|
{
|
|
"loss": 2.1030978202819823,
|
|
"loss_size": 0.10880238711833953,
|
|
"loss_pdi": 0.40215051770210264,
|
|
"loss_ee": 0.5412053823471069,
|
|
"loss_delivery": 0.2829424023628235,
|
|
"loss_biodist": 0.651984566450119,
|
|
"loss_toxic": 0.11601254418492317
|
|
},
|
|
{
|
|
"loss": 1.994719886779785,
|
|
"loss_size": 0.08978431597352028,
|
|
"loss_pdi": 0.4142456531524658,
|
|
"loss_ee": 0.532235836982727,
|
|
"loss_delivery": 0.2747663021087646,
|
|
"loss_biodist": 0.5863585829734802,
|
|
"loss_toxic": 0.09732922576367856
|
|
},
|
|
{
|
|
"loss": 1.9875550031661988,
|
|
"loss_size": 0.13663371056318283,
|
|
"loss_pdi": 0.3811588704586029,
|
|
"loss_ee": 0.5030429780483245,
|
|
"loss_delivery": 0.2990179345011711,
|
|
"loss_biodist": 0.5580029547214508,
|
|
"loss_toxic": 0.10969849154353142
|
|
},
|
|
{
|
|
"loss": 1.9142925500869752,
|
|
"loss_size": 0.12668041437864302,
|
|
"loss_pdi": 0.4271237254142761,
|
|
"loss_ee": 0.5021511077880859,
|
|
"loss_delivery": 0.2249750167131424,
|
|
"loss_biodist": 0.5295105099678039,
|
|
"loss_toxic": 0.1038517564535141
|
|
},
|
|
{
|
|
"loss": 1.81255943775177,
|
|
"loss_size": 0.1435435712337494,
|
|
"loss_pdi": 0.3587616056203842,
|
|
"loss_ee": 0.5099679112434388,
|
|
"loss_delivery": 0.24120242595672609,
|
|
"loss_biodist": 0.48327294588088987,
|
|
"loss_toxic": 0.07581093870103359
|
|
},
|
|
{
|
|
"loss": 1.7264988660812377,
|
|
"loss_size": 0.1290398582816124,
|
|
"loss_pdi": 0.3462284058332443,
|
|
"loss_ee": 0.48116588592529297,
|
|
"loss_delivery": 0.22381204068660737,
|
|
"loss_biodist": 0.47818992137908933,
|
|
"loss_toxic": 0.06806278452277184
|
|
},
|
|
{
|
|
"loss": 1.6520193338394165,
|
|
"loss_size": 0.11937985867261887,
|
|
"loss_pdi": 0.34835702180862427,
|
|
"loss_ee": 0.4374507278203964,
|
|
"loss_delivery": 0.24701516777276994,
|
|
"loss_biodist": 0.43337869048118594,
|
|
"loss_toxic": 0.06643788442015648
|
|
},
|
|
{
|
|
"loss": 1.5883747339248657,
|
|
"loss_size": 0.09780682176351548,
|
|
"loss_pdi": 0.36214256286621094,
|
|
"loss_ee": 0.43477209806442263,
|
|
"loss_delivery": 0.23339744359254838,
|
|
"loss_biodist": 0.4091412305831909,
|
|
"loss_toxic": 0.051114612445235255
|
|
},
|
|
{
|
|
"loss": 1.6899895429611207,
|
|
"loss_size": 0.10551446527242661,
|
|
"loss_pdi": 0.3761424541473389,
|
|
"loss_ee": 0.46849397420883176,
|
|
"loss_delivery": 0.27737232744693757,
|
|
"loss_biodist": 0.4076103329658508,
|
|
"loss_toxic": 0.05485602542757988
|
|
},
|
|
{
|
|
"loss": 1.5929443359375,
|
|
"loss_size": 0.11571613550186158,
|
|
"loss_pdi": 0.352296257019043,
|
|
"loss_ee": 0.4432097375392914,
|
|
"loss_delivery": 0.2575030043721199,
|
|
"loss_biodist": 0.37044936418533325,
|
|
"loss_toxic": 0.05376977995038033
|
|
}
|
|
],
|
|
"val": [
|
|
{
|
|
"loss": 22.81237284342448,
|
|
"loss_size": 13.806465148925781,
|
|
"loss_pdi": 1.229181448618571,
|
|
"loss_ee": 1.027739703655243,
|
|
"loss_delivery": 5.068911023437977,
|
|
"loss_biodist": 1.1279457012812297,
|
|
"loss_toxic": 0.5521289308865865,
|
|
"acc_pdi": 0.6526315789473685,
|
|
"acc_ee": 0.6947368421052632,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 15.498573303222656,
|
|
"loss_size": 6.912943522135417,
|
|
"loss_pdi": 1.151400883992513,
|
|
"loss_ee": 0.9848727782567342,
|
|
"loss_delivery": 4.852191311617692,
|
|
"loss_biodist": 1.106157898902893,
|
|
"loss_toxic": 0.4910069803396861,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 10.799206574757894,
|
|
"loss_size": 2.5314422051111856,
|
|
"loss_pdi": 1.0411948959032695,
|
|
"loss_ee": 0.9279763499895731,
|
|
"loss_delivery": 4.807806923985481,
|
|
"loss_biodist": 1.0742538372675579,
|
|
"loss_toxic": 0.4165322283903758,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 8.901862303415934,
|
|
"loss_size": 0.7716620067755381,
|
|
"loss_pdi": 1.01361749569575,
|
|
"loss_ee": 0.8802629311879476,
|
|
"loss_delivery": 4.857094804445903,
|
|
"loss_biodist": 1.0347116986910503,
|
|
"loss_toxic": 0.34451337655385333,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 8.569346030553183,
|
|
"loss_size": 0.41188229247927666,
|
|
"loss_pdi": 1.0502839088439941,
|
|
"loss_ee": 0.8726372222105662,
|
|
"loss_delivery": 4.940298028290272,
|
|
"loss_biodist": 1.0011842250823975,
|
|
"loss_toxic": 0.29306065539518994,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.03537893295288,
|
|
"loss_size": 0.5666823834180832,
|
|
"loss_pdi": 1.1037296056747437,
|
|
"loss_ee": 0.9048542082309723,
|
|
"loss_delivery": 5.218828019996484,
|
|
"loss_biodist": 0.9743464191754659,
|
|
"loss_toxic": 0.2669379909833272,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.051881631215414,
|
|
"loss_size": 0.5067511014640331,
|
|
"loss_pdi": 1.0797988673051198,
|
|
"loss_ee": 0.8918277323246002,
|
|
"loss_delivery": 5.376374647021294,
|
|
"loss_biodist": 0.9581284721692404,
|
|
"loss_toxic": 0.23900071531534195,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 8.965935707092285,
|
|
"loss_size": 0.4464708169301351,
|
|
"loss_pdi": 1.03824187318484,
|
|
"loss_ee": 0.8565650085608164,
|
|
"loss_delivery": 5.463352290292581,
|
|
"loss_biodist": 0.9425446192423502,
|
|
"loss_toxic": 0.21876097718874613,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.351192077000936,
|
|
"loss_size": 0.578731312106053,
|
|
"loss_pdi": 1.0086682240168254,
|
|
"loss_ee": 0.8167769958575567,
|
|
"loss_delivery": 5.8357385993003845,
|
|
"loss_biodist": 0.8966569105784098,
|
|
"loss_toxic": 0.21462025741736093,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.685971339543661,
|
|
"loss_size": 0.5851275982956091,
|
|
"loss_pdi": 0.9895619451999664,
|
|
"loss_ee": 0.8124870856602987,
|
|
"loss_delivery": 6.198981747031212,
|
|
"loss_biodist": 0.8602876861890157,
|
|
"loss_toxic": 0.2395249493420124,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.098868290583292,
|
|
"loss_size": 0.4912531226873398,
|
|
"loss_pdi": 0.9610133767127991,
|
|
"loss_ee": 0.8015020589033762,
|
|
"loss_delivery": 5.819371705253919,
|
|
"loss_biodist": 0.8127925594647726,
|
|
"loss_toxic": 0.21293580221633115,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.217247327168783,
|
|
"loss_size": 0.5547616928815842,
|
|
"loss_pdi": 0.9466870129108429,
|
|
"loss_ee": 0.80243648091952,
|
|
"loss_delivery": 5.907406737407048,
|
|
"loss_biodist": 0.7983624935150146,
|
|
"loss_toxic": 0.20759239544471106,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.307894190152487,
|
|
"loss_size": 0.6155262216925621,
|
|
"loss_pdi": 0.9505135516325632,
|
|
"loss_ee": 0.8020251393318176,
|
|
"loss_delivery": 5.944891105095546,
|
|
"loss_biodist": 0.7798070808251699,
|
|
"loss_toxic": 0.21513095125555992,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.434777816136679,
|
|
"loss_size": 0.5672734752297401,
|
|
"loss_pdi": 0.9817352195580801,
|
|
"loss_ee": 0.822968602180481,
|
|
"loss_delivery": 6.080470234155655,
|
|
"loss_biodist": 0.745076318581899,
|
|
"loss_toxic": 0.23725438863039017,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.355290253957113,
|
|
"loss_size": 0.5713960801561674,
|
|
"loss_pdi": 0.9858902891476949,
|
|
"loss_ee": 0.8192337850729624,
|
|
"loss_delivery": 6.011797075470288,
|
|
"loss_biodist": 0.724964420000712,
|
|
"loss_toxic": 0.24200843647122383,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.306842883427938,
|
|
"loss_size": 0.6075545425216357,
|
|
"loss_pdi": 0.9776454170544943,
|
|
"loss_ee": 0.7862655818462372,
|
|
"loss_delivery": 5.985511064529419,
|
|
"loss_biodist": 0.7076093653837839,
|
|
"loss_toxic": 0.24225737899541855,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.252086718877157,
|
|
"loss_size": 0.6051755348841349,
|
|
"loss_pdi": 0.9714606404304504,
|
|
"loss_ee": 0.7621750583251318,
|
|
"loss_delivery": 5.975689520438512,
|
|
"loss_biodist": 0.6939358512560526,
|
|
"loss_toxic": 0.24364992106954256,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6736842105263158,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.275835235913595,
|
|
"loss_size": 0.5751028036077818,
|
|
"loss_pdi": 0.9899951120217642,
|
|
"loss_ee": 0.768888125816981,
|
|
"loss_delivery": 5.988193516929944,
|
|
"loss_biodist": 0.6993262469768524,
|
|
"loss_toxic": 0.25432955101132393,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6842105263157895,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.215376615524292,
|
|
"loss_size": 0.5498512660463651,
|
|
"loss_pdi": 0.9988046189149221,
|
|
"loss_ee": 0.7566283419728279,
|
|
"loss_delivery": 5.962520445386569,
|
|
"loss_biodist": 0.6932495137055715,
|
|
"loss_toxic": 0.2543224884817998,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6947368421052632,
|
|
"acc_toxic": 0.8939393939393939
|
|
},
|
|
{
|
|
"loss": 9.17027481396993,
|
|
"loss_size": 0.5183901910980543,
|
|
"loss_pdi": 1.0107523500919342,
|
|
"loss_ee": 0.7627487083276113,
|
|
"loss_delivery": 5.940715471903483,
|
|
"loss_biodist": 0.6853441596031189,
|
|
"loss_toxic": 0.25232408692439395,
|
|
"acc_pdi": 0.6105263157894737,
|
|
"acc_ee": 0.6947368421052632,
|
|
"acc_toxic": 0.8939393939393939
|
|
}
|
|
]
|
|
} |