
 
 
 Mutagenicity
 method: rcexplainer
 bloss version: sigmoid, node mask: False, apply filter: False
 exp_path: 
 opt: none
 gumbel: False, training: True
 lr: 0.001, bound cf: 3.0, size cf: 0.001, ent cf 10.0, inv cf 12.0
 epoch: 0, loss: 14.73277473449707
 New size_cf : 0.001
 explainer params sum: -47.326033719815314, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary_ep_0.pth.tar
 epoch: 1, loss: 14.559297561645508
 New size_cf : 0.001
 epoch: 2, loss: 14.355684280395508
 New size_cf : 0.001
 epoch: 3, loss: 14.135418891906738
 New size_cf : 0.001
 epoch: 4, loss: 13.63931655883789
 New size_cf : 0.001
 epoch: 5, loss: 13.446107864379883
 New size_cf : 0.001
 epoch: 6, loss: 21.31620979309082
 New size_cf : 0.001
 epoch: 7, loss: 12.491679191589355
 New size_cf : 0.001
 epoch: 8, loss: 10.943371772766113
 New size_cf : 0.001
 epoch: 9, loss: 18.40751075744629
 New size_cf : 0.001
 epoch: 10, loss: 9.320032119750977
 New size_cf : 0.001
 explainer params sum: -143.40476101636887, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 11, loss: 11.195642471313477
 New size_cf : 0.001
 epoch: 12, loss: 5.256293296813965
 New size_cf : 0.001
 epoch: 13, loss: 2.565326452255249
 New size_cf : 0.001
 epoch: 14, loss: 2.8621087074279785
 New size_cf : 0.001
 epoch: 15, loss: 4.259654998779297
 New size_cf : 0.001
 epoch: 16, loss: 5.9065399169921875
 New size_cf : 0.001
 epoch: 17, loss: 2.0329465866088867
 New size_cf : 0.001
 epoch: 18, loss: 5.263558864593506
 New size_cf : 0.001
 epoch: 19, loss: 2.2494125366210938
 New size_cf : 0.001
 epoch: 20, loss: 1.5985170602798462
 New size_cf : 0.001
 explainer params sum: -189.892671585083, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 21, loss: 13.548758506774902
 New size_cf : 0.001
 epoch: 22, loss: 2.978698253631592
 New size_cf : 0.001
 epoch: 23, loss: 13.031767845153809
 New size_cf : 0.001
 epoch: 24, loss: 4.3554558753967285
 New size_cf : 0.001
 epoch: 25, loss: 1.9091992378234863
 New size_cf : 0.001
 epoch: 26, loss: 12.937602043151855
 New size_cf : 0.001
 epoch: 27, loss: 1.218794345855713
 New size_cf : 0.001
 epoch: 28, loss: 2.739119052886963
 New size_cf : 0.001
 epoch: 29, loss: 12.63936710357666
 New size_cf : 0.001
 epoch: 30, loss: 0.5872609615325928
 New size_cf : 0.001
 explainer params sum: -187.80074493587017, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 31, loss: 1.3089447021484375
 New size_cf : 0.001
 epoch: 32, loss: 12.790175437927246
 New size_cf : 0.001
 epoch: 33, loss: 4.480349063873291
 New size_cf : 0.001
 epoch: 34, loss: 4.142631530761719
 New size_cf : 0.001
 epoch: 35, loss: 0.7910497188568115
 New size_cf : 0.001
 epoch: 36, loss: 12.724841117858887
 New size_cf : 0.001
 epoch: 37, loss: 4.087138652801514
 New size_cf : 0.001
 epoch: 38, loss: 0.6771613955497742
 New size_cf : 0.001
 epoch: 39, loss: 1.2831991910934448
 New size_cf : 0.001
 epoch: 40, loss: 1.462710976600647
 New size_cf : 0.001
 explainer params sum: -185.87658788263798, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 41, loss: 1.1461560726165771
 New size_cf : 0.001
 epoch: 42, loss: 3.484588384628296
 New size_cf : 0.001
 epoch: 43, loss: 1.961399793624878
 New size_cf : 0.001
 epoch: 44, loss: 1.3175804615020752
 New size_cf : 0.001
 epoch: 45, loss: 4.115945339202881
 New size_cf : 0.001
 epoch: 46, loss: 7.270483016967773
 New size_cf : 0.001
 epoch: 47, loss: 12.505559921264648
 New size_cf : 0.001
 epoch: 48, loss: 4.091705799102783
 New size_cf : 0.001
 epoch: 49, loss: 10.654043197631836
 New size_cf : 0.001
 epoch: 50, loss: 1.1934115886688232
 New size_cf : 0.001
 explainer params sum: -180.25701323151588, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 51, loss: 1.1918134689331055
 New size_cf : 0.001
 epoch: 52, loss: 4.2405877113342285
 New size_cf : 0.001
 epoch: 53, loss: 1.2886536121368408
 New size_cf : 0.001
 epoch: 54, loss: 1.4727020263671875
 New size_cf : 0.001
 epoch: 55, loss: 3.280755043029785
 New size_cf : 0.001
 epoch: 56, loss: 7.755040168762207
 New size_cf : 0.001
 epoch: 57, loss: 1.9093079566955566
 New size_cf : 0.001
 epoch: 58, loss: 3.9588077068328857
 New size_cf : 0.001
 epoch: 59, loss: 1.5186213254928589
 New size_cf : 0.001
 epoch: 60, loss: 4.1058197021484375
 New size_cf : 0.001
 explainer params sum: -172.10528382658958, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 61, loss: 0.5757887363433838
 New size_cf : 0.001
 epoch: 62, loss: 3.81616473197937
 New size_cf : 0.001
 epoch: 63, loss: 1.5738959312438965
 New size_cf : 0.001
 epoch: 64, loss: 3.676741600036621
 New size_cf : 0.001
 epoch: 65, loss: 0.8637312650680542
 New size_cf : 0.001
 epoch: 66, loss: 4.946593284606934
 New size_cf : 0.001
 epoch: 67, loss: 1.5396326780319214
 New size_cf : 0.001
 epoch: 68, loss: 0.8018730878829956
 New size_cf : 0.001
 epoch: 69, loss: 1.1373409032821655
 New size_cf : 0.001
 epoch: 70, loss: 3.947338104248047
 New size_cf : 0.001
 explainer params sum: -165.53651255369186, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 71, loss: 0.6152398586273193
 New size_cf : 0.001
 epoch: 72, loss: 7.969784736633301
 New size_cf : 0.001
 epoch: 73, loss: 1.2408188581466675
 New size_cf : 0.001
 epoch: 74, loss: 0.6281678676605225
 New size_cf : 0.001
 epoch: 75, loss: 1.6024982929229736
 New size_cf : 0.001
 epoch: 76, loss: 0.5974569320678711
 New size_cf : 0.001
 epoch: 77, loss: 7.826953887939453
 New size_cf : 0.001
 epoch: 78, loss: 4.117717742919922
 New size_cf : 0.001
 epoch: 79, loss: 1.285430669784546
 New size_cf : 0.001
 epoch: 80, loss: 0.6513839960098267
 New size_cf : 0.001
 explainer params sum: -164.75663056969643, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 81, loss: 6.451257705688477
 New size_cf : 0.001
 epoch: 82, loss: 12.21609878540039
 New size_cf : 0.001
 epoch: 83, loss: 3.908717155456543
 New size_cf : 0.001
 epoch: 84, loss: 0.658605694770813
 New size_cf : 0.001
 epoch: 85, loss: 6.404085159301758
 New size_cf : 0.001
 epoch: 86, loss: 0.611441969871521
 New size_cf : 0.001
 epoch: 87, loss: 1.1870536804199219
 New size_cf : 0.001
 epoch: 88, loss: 7.266324043273926
 New size_cf : 0.001
 epoch: 89, loss: 3.525987148284912
 New size_cf : 0.001
 epoch: 90, loss: 0.6382443308830261
 New size_cf : 0.001
 explainer params sum: -157.60461731255054, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 91, loss: 3.091641426086426
 New size_cf : 0.001
 epoch: 92, loss: 12.554393768310547
 New size_cf : 0.001
 epoch: 93, loss: 7.2988667488098145
 New size_cf : 0.001
 epoch: 94, loss: 1.2142728567123413
 New size_cf : 0.001
 epoch: 95, loss: 1.5596578121185303
 New size_cf : 0.001
 epoch: 96, loss: 2.997288227081299
 New size_cf : 0.001
 epoch: 97, loss: 0.7965728044509888
 New size_cf : 0.001
 epoch: 98, loss: 12.366657257080078
 New size_cf : 0.001
 epoch: 99, loss: 11.170633316040039
 New size_cf : 0.001
 epoch: 100, loss: 0.46168947219848633
 New size_cf : 0.001
 explainer params sum: -156.19548058509827, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary_ep_100.pth.tar
 epoch: 101, loss: 0.4695148766040802
 New size_cf : 0.001
 epoch: 102, loss: 0.7001484632492065
 New size_cf : 0.001
 epoch: 103, loss: 0.40223512053489685
 New size_cf : 0.001
 epoch: 104, loss: 0.6425840854644775
 New size_cf : 0.001
 epoch: 105, loss: 1.2166574001312256
 New size_cf : 0.001
 epoch: 106, loss: 6.561243534088135
 New size_cf : 0.001
 epoch: 107, loss: 3.9512577056884766
 New size_cf : 0.001
 epoch: 108, loss: 0.9808820486068726
 New size_cf : 0.001
 epoch: 109, loss: 0.40432316064834595
 New size_cf : 0.001
 epoch: 110, loss: 0.6357052326202393
 New size_cf : 0.001
 explainer params sum: -150.28785885870457, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 111, loss: 12.414377212524414
 New size_cf : 0.001
 epoch: 112, loss: 0.8764346241950989
 New size_cf : 0.001
 epoch: 113, loss: 4.883157253265381
 New size_cf : 0.001
 epoch: 114, loss: 4.014171600341797
 New size_cf : 0.001
 epoch: 115, loss: 12.34756851196289
 New size_cf : 0.001
 epoch: 116, loss: 2.0602314472198486
 New size_cf : 0.001
 epoch: 117, loss: 1.1649748086929321
 New size_cf : 0.001
 epoch: 118, loss: 0.8041633367538452
 New size_cf : 0.001
 epoch: 119, loss: 0.5538268685340881
 New size_cf : 0.001
 epoch: 120, loss: 0.8542284965515137
 New size_cf : 0.001
 explainer params sum: -148.64925941824913, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 121, loss: 12.195517539978027
 New size_cf : 0.001
 epoch: 122, loss: 3.608086585998535
 New size_cf : 0.001
 epoch: 123, loss: 7.284245014190674
 New size_cf : 0.001
 epoch: 124, loss: 1.1434258222579956
 New size_cf : 0.001
 epoch: 125, loss: 1.0991058349609375
 New size_cf : 0.001
 epoch: 126, loss: 1.2123154401779175
 New size_cf : 0.001
 epoch: 127, loss: 3.5880768299102783
 New size_cf : 0.001
 epoch: 128, loss: 0.37861719727516174
 New size_cf : 0.001
 epoch: 129, loss: 1.2522237300872803
 New size_cf : 0.001
 epoch: 130, loss: 1.1254863739013672
 New size_cf : 0.001
 explainer params sum: -150.58576215803623, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 131, loss: 1.204960823059082
 New size_cf : 0.001
 epoch: 132, loss: 12.326824188232422
 New size_cf : 0.001
 epoch: 133, loss: 1.1520683765411377
 New size_cf : 0.001
 epoch: 134, loss: 8.125821113586426
 New size_cf : 0.001
 epoch: 135, loss: 3.9583816528320312
 New size_cf : 0.001
 epoch: 136, loss: 12.332521438598633
 New size_cf : 0.001
 epoch: 137, loss: 0.73483806848526
 New size_cf : 0.001
 epoch: 138, loss: 0.6459848284721375
 New size_cf : 0.001
 epoch: 139, loss: 1.199434518814087
 New size_cf : 0.001
 epoch: 140, loss: 1.6921844482421875
 New size_cf : 0.001
 explainer params sum: -151.94772271811962, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 141, loss: 1.293635368347168
 New size_cf : 0.001
 epoch: 142, loss: 2.5610194206237793
 New size_cf : 0.001
 epoch: 143, loss: 0.6340168714523315
 New size_cf : 0.001
 epoch: 144, loss: 1.3244318962097168
 New size_cf : 0.001
 epoch: 145, loss: 1.2390613555908203
 New size_cf : 0.001
 epoch: 146, loss: 6.267594814300537
 New size_cf : 0.001
 epoch: 147, loss: 1.1779882907867432
 New size_cf : 0.001
 epoch: 148, loss: 0.8864936232566833
 New size_cf : 0.001
 epoch: 149, loss: 1.021242618560791
 New size_cf : 0.001
 epoch: 150, loss: 0.44086503982543945
 New size_cf : 0.001
 explainer params sum: -152.5045389086008, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 151, loss: 0.38416096568107605
 New size_cf : 0.001
 epoch: 152, loss: 0.6435546278953552
 New size_cf : 0.001
 epoch: 153, loss: 1.173410177230835
 New size_cf : 0.001
 epoch: 154, loss: 0.8064116835594177
 New size_cf : 0.001
 epoch: 155, loss: 0.5617045760154724
 New size_cf : 0.001
 epoch: 156, loss: 1.1617164611816406
 New size_cf : 0.001
 epoch: 157, loss: 1.0125230550765991
 New size_cf : 0.001
 epoch: 158, loss: 0.9031710624694824
 New size_cf : 0.001
 epoch: 159, loss: 0.8952222466468811
 New size_cf : 0.001
 epoch: 160, loss: 0.9368046522140503
 New size_cf : 0.001
 explainer params sum: -151.23546427488327, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 161, loss: 0.8983014822006226
 New size_cf : 0.001
 epoch: 162, loss: 1.1320297718048096
 New size_cf : 0.001
 epoch: 163, loss: 0.6389613151550293
 New size_cf : 0.001
 epoch: 164, loss: 0.5010137557983398
 New size_cf : 0.001
 epoch: 165, loss: 1.031508207321167
 New size_cf : 0.001
 epoch: 166, loss: 0.5037327408790588
 New size_cf : 0.001
 epoch: 167, loss: 3.918734073638916
 New size_cf : 0.001
 epoch: 168, loss: 1.2786798477172852
 New size_cf : 0.001
 epoch: 169, loss: 1.736431360244751
 New size_cf : 0.001
 epoch: 170, loss: 3.798466444015503
 New size_cf : 0.001
 explainer params sum: -149.8920833915472, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 171, loss: 0.8745821714401245
 New size_cf : 0.001
 epoch: 172, loss: 12.064286231994629
 New size_cf : 0.001
 epoch: 173, loss: 0.9474843740463257
 New size_cf : 0.001
 epoch: 174, loss: 1.3399157524108887
 New size_cf : 0.001
 epoch: 175, loss: 1.2135905027389526
 New size_cf : 0.001
 epoch: 176, loss: 0.9660521745681763
 New size_cf : 0.001
 epoch: 177, loss: 0.5779036283493042
 New size_cf : 0.001
 epoch: 178, loss: 0.8375370502471924
 New size_cf : 0.001
 epoch: 179, loss: 11.616378784179688
 New size_cf : 0.001
 epoch: 180, loss: 0.6716101169586182
 New size_cf : 0.001
 explainer params sum: -145.6054791510105, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 181, loss: 0.6148698329925537
 New size_cf : 0.001
 epoch: 182, loss: 0.758104681968689
 New size_cf : 0.001
 epoch: 183, loss: 3.941774845123291
 New size_cf : 0.001
 epoch: 184, loss: 1.312436819076538
 New size_cf : 0.001
 epoch: 185, loss: 0.848986804485321
 New size_cf : 0.001
 epoch: 186, loss: 0.7057968974113464
 New size_cf : 0.001
 epoch: 187, loss: 0.4749906063079834
 New size_cf : 0.001
 epoch: 188, loss: 1.0525075197219849
 New size_cf : 0.001
 epoch: 189, loss: 1.1570467948913574
 New size_cf : 0.001
 epoch: 190, loss: 0.8026413917541504
 New size_cf : 0.001
 explainer params sum: -146.00879633426666, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 191, loss: 3.064718723297119
 New size_cf : 0.001
 epoch: 192, loss: 1.444260835647583
 New size_cf : 0.001
 epoch: 193, loss: 0.5085710883140564
 New size_cf : 0.001
 epoch: 194, loss: 0.7082304954528809
 New size_cf : 0.001
 epoch: 195, loss: 1.4343301057815552
 New size_cf : 0.001
 epoch: 196, loss: 0.5175683498382568
 New size_cf : 0.001
 epoch: 197, loss: 0.45979779958724976
 New size_cf : 0.001
 epoch: 198, loss: 0.47956088185310364
 New size_cf : 0.001
 epoch: 199, loss: 4.70694637298584
 New size_cf : 0.001
 epoch: 200, loss: 3.211928129196167
 New size_cf : 0.001
 explainer params sum: -145.7829808741808, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary_ep_200.pth.tar
 epoch: 201, loss: 0.49807512760162354
 New size_cf : 0.001
 epoch: 202, loss: 0.8820172548294067
 New size_cf : 0.001
 epoch: 203, loss: 1.2735621929168701
 New size_cf : 0.001
 epoch: 204, loss: 3.9031033515930176
 New size_cf : 0.001
 epoch: 205, loss: 11.027471542358398
 New size_cf : 0.001
 epoch: 206, loss: 3.7483439445495605
 New size_cf : 0.001
 epoch: 207, loss: 2.0182950496673584
 New size_cf : 0.001
 epoch: 208, loss: 2.1642227172851562
 New size_cf : 0.001
 epoch: 209, loss: 0.8646094799041748
 New size_cf : 0.001
 epoch: 210, loss: 0.5517236590385437
 New size_cf : 0.001
 explainer params sum: -146.3029134720564, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 211, loss: 1.0318894386291504
 New size_cf : 0.001
 epoch: 212, loss: 0.70677250623703
 New size_cf : 0.001
 epoch: 213, loss: 12.445646286010742
 New size_cf : 0.001
 epoch: 214, loss: 2.0177881717681885
 New size_cf : 0.001
 epoch: 215, loss: 0.662376880645752
 New size_cf : 0.001
 epoch: 216, loss: 0.39393237233161926
 New size_cf : 0.001
 epoch: 217, loss: 0.8458371162414551
 New size_cf : 0.001
 epoch: 218, loss: 0.7303270697593689
 New size_cf : 0.001
 epoch: 219, loss: 0.8987407684326172
 New size_cf : 0.001
 epoch: 220, loss: 0.7791268825531006
 New size_cf : 0.001
 explainer params sum: -146.3888073116541, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 221, loss: 0.663013756275177
 New size_cf : 0.001
 epoch: 222, loss: 7.481146812438965
 New size_cf : 0.001
 epoch: 223, loss: 0.9665868878364563
 New size_cf : 0.001
 epoch: 224, loss: 0.8322784900665283
 New size_cf : 0.001
 epoch: 225, loss: 12.415603637695312
 New size_cf : 0.001
 epoch: 226, loss: 0.4858091175556183
 New size_cf : 0.001
 epoch: 227, loss: 0.5416417121887207
 New size_cf : 0.001
 epoch: 228, loss: 0.6939203143119812
 New size_cf : 0.001
 epoch: 229, loss: 1.3928296566009521
 New size_cf : 0.001
 epoch: 230, loss: 0.4404292404651642
 New size_cf : 0.001
 explainer params sum: -146.47096763551235, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 231, loss: 3.7419590950012207
 New size_cf : 0.001
 epoch: 232, loss: 11.291669845581055
 New size_cf : 0.001
 epoch: 233, loss: 0.6997795701026917
 New size_cf : 0.001
 epoch: 234, loss: 6.587331295013428
 New size_cf : 0.001
 epoch: 235, loss: 0.40413808822631836
 New size_cf : 0.001
 epoch: 236, loss: 0.5947058200836182
 New size_cf : 0.001
 epoch: 237, loss: 1.5424233675003052
 New size_cf : 0.001
 epoch: 238, loss: 0.49240732192993164
 New size_cf : 0.001
 epoch: 239, loss: 0.6911221742630005
 New size_cf : 0.001
 epoch: 240, loss: 0.49825024604797363
 New size_cf : 0.001
 explainer params sum: -148.3269377797842, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 241, loss: 1.2431687116622925
 New size_cf : 0.001
 epoch: 242, loss: 1.55615234375
 New size_cf : 0.001
 epoch: 243, loss: 0.7939891815185547
 New size_cf : 0.001
 epoch: 244, loss: 0.3923167884349823
 New size_cf : 0.001
 epoch: 245, loss: 0.46252843737602234
 New size_cf : 0.001
 epoch: 246, loss: 0.7426304817199707
 New size_cf : 0.001
 epoch: 247, loss: 3.6560869216918945
 New size_cf : 0.001
 epoch: 248, loss: 1.9252183437347412
 New size_cf : 0.001
 epoch: 249, loss: 0.4376674294471741
 New size_cf : 0.001
 epoch: 250, loss: 0.6533164978027344
 New size_cf : 0.001
 explainer params sum: -146.36213229596615, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 251, loss: 0.5092653036117554
 New size_cf : 0.001
 epoch: 252, loss: 0.9158551692962646
 New size_cf : 0.001
 epoch: 253, loss: 0.9664038419723511
 New size_cf : 0.001
 epoch: 254, loss: 0.905537486076355
 New size_cf : 0.001
 epoch: 255, loss: 0.6956342458724976
 New size_cf : 0.001
 epoch: 256, loss: 0.8487958908081055
 New size_cf : 0.001
 epoch: 257, loss: 1.5640259981155396
 New size_cf : 0.001
 epoch: 258, loss: 0.6285922527313232
 New size_cf : 0.001
 epoch: 259, loss: 0.6906629800796509
 New size_cf : 0.001
 epoch: 260, loss: 0.4880563020706177
 New size_cf : 0.001
 explainer params sum: -148.53892059624195, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 261, loss: 0.47257712483406067
 New size_cf : 0.001
 epoch: 262, loss: 0.652579665184021
 New size_cf : 0.001
 epoch: 263, loss: 0.6150916814804077
 New size_cf : 0.001
 epoch: 264, loss: 0.6440660357475281
 New size_cf : 0.001
 epoch: 265, loss: 1.3471362590789795
 New size_cf : 0.001
 epoch: 266, loss: 0.35316893458366394
 New size_cf : 0.001
 epoch: 267, loss: 0.6498215198516846
 New size_cf : 0.001
 epoch: 268, loss: 10.181982040405273
 New size_cf : 0.001
 epoch: 269, loss: 0.5387508869171143
 New size_cf : 0.001
 epoch: 270, loss: 0.9703807830810547
 New size_cf : 0.001
 explainer params sum: -147.41934125125408, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 271, loss: 12.362846374511719
 New size_cf : 0.001
 epoch: 272, loss: 0.7388829588890076
 New size_cf : 0.001
 epoch: 273, loss: 12.46257209777832
 New size_cf : 0.001
 epoch: 274, loss: 0.7870609164237976
 New size_cf : 0.001
 epoch: 275, loss: 0.8099061846733093
 New size_cf : 0.001
 epoch: 276, loss: 0.39532139897346497
 New size_cf : 0.001
 epoch: 277, loss: 12.330574035644531
 New size_cf : 0.001
 epoch: 278, loss: 2.056959867477417
 New size_cf : 0.001
 epoch: 279, loss: 0.6374332904815674
 New size_cf : 0.001
 epoch: 280, loss: 2.5430524349212646
 New size_cf : 0.001
 explainer params sum: -146.69260527193546, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 281, loss: 0.6382756233215332
 New size_cf : 0.001
 epoch: 282, loss: 0.8177670836448669
 New size_cf : 0.001
 epoch: 283, loss: 0.7117730379104614
 New size_cf : 0.001
 epoch: 284, loss: 0.8072232604026794
 New size_cf : 0.001
 epoch: 285, loss: 0.48251307010650635
 New size_cf : 0.001
 epoch: 286, loss: 0.9520736932754517
 New size_cf : 0.001
 epoch: 287, loss: 1.8563284873962402
 New size_cf : 0.001
 epoch: 288, loss: 0.738889753818512
 New size_cf : 0.001
 epoch: 289, loss: 1.066847324371338
 New size_cf : 0.001
 epoch: 290, loss: 0.7376300096511841
 New size_cf : 0.001
 explainer params sum: -144.92774738371372, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 291, loss: 8.104782104492188
 New size_cf : 0.001
 epoch: 292, loss: 0.7777971029281616
 New size_cf : 0.001
 epoch: 293, loss: 0.3481811285018921
 New size_cf : 0.001
 epoch: 294, loss: 1.7859811782836914
 New size_cf : 0.001
 epoch: 295, loss: 5.741658687591553
 New size_cf : 0.001
 epoch: 296, loss: 0.852339506149292
 New size_cf : 0.001
 epoch: 297, loss: 0.7360708713531494
 New size_cf : 0.001
 epoch: 298, loss: 0.632595419883728
 New size_cf : 0.001
 epoch: 299, loss: 1.2685627937316895
 New size_cf : 0.001
 epoch: 300, loss: 0.37284645438194275
 New size_cf : 0.001
 explainer params sum: -143.62378422915936, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary_ep_300.pth.tar
 epoch: 301, loss: 2.467360496520996
 New size_cf : 0.001
 epoch: 302, loss: 0.6946624517440796
 New size_cf : 0.001
 epoch: 303, loss: 0.5493854880332947
 New size_cf : 0.001
 epoch: 304, loss: 0.4410760998725891
 New size_cf : 0.001
 epoch: 305, loss: 0.7493671178817749
 New size_cf : 0.001
 epoch: 306, loss: 0.7650821805000305
 New size_cf : 0.001
 epoch: 307, loss: 0.43992170691490173
 New size_cf : 0.001
 epoch: 308, loss: 0.8232518434524536
 New size_cf : 0.001
 epoch: 309, loss: 0.9119492769241333
 New size_cf : 0.001
 epoch: 310, loss: 7.131813049316406
 New size_cf : 0.001
 explainer params sum: -142.98282752931118, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 311, loss: 0.4987346827983856
 New size_cf : 0.001
 epoch: 312, loss: 0.35085949301719666
 New size_cf : 0.001
 epoch: 313, loss: 0.6738337278366089
 New size_cf : 0.001
 epoch: 314, loss: 0.7251777648925781
 New size_cf : 0.001
 epoch: 315, loss: 0.6316421031951904
 New size_cf : 0.001
 epoch: 316, loss: 3.367558717727661
 New size_cf : 0.001
 epoch: 317, loss: 1.7264411449432373
 New size_cf : 0.001
 epoch: 318, loss: 0.6836287975311279
 New size_cf : 0.001
 epoch: 319, loss: 3.165217638015747
 New size_cf : 0.001
 epoch: 320, loss: 0.4661213755607605
 New size_cf : 0.001
 explainer params sum: -142.723911896348, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 321, loss: 1.1035969257354736
 New size_cf : 0.001
 epoch: 322, loss: 0.6197355389595032
 New size_cf : 0.001
 epoch: 323, loss: 3.4291224479675293
 New size_cf : 0.001
 epoch: 324, loss: 0.7989453077316284
 New size_cf : 0.001
 epoch: 325, loss: 0.8686203956604004
 New size_cf : 0.001
 epoch: 326, loss: 0.7057101130485535
 New size_cf : 0.001
 epoch: 327, loss: 3.671978235244751
 New size_cf : 0.001
 epoch: 328, loss: 0.7347246408462524
 New size_cf : 0.001
 epoch: 329, loss: 3.766486167907715
 New size_cf : 0.001
 epoch: 330, loss: 0.7563520669937134
 New size_cf : 0.001
 explainer params sum: -139.90356422960758, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 331, loss: 12.31906795501709
 New size_cf : 0.001
 epoch: 332, loss: 0.7812509536743164
 New size_cf : 0.001
 epoch: 333, loss: 1.911273717880249
 New size_cf : 0.001
 epoch: 334, loss: 1.1222575902938843
 New size_cf : 0.001
 epoch: 335, loss: 1.1818256378173828
 New size_cf : 0.001
 epoch: 336, loss: 0.7105233073234558
 New size_cf : 0.001
 epoch: 337, loss: 2.577373743057251
 New size_cf : 0.001
 epoch: 338, loss: 0.5576357841491699
 New size_cf : 0.001
 epoch: 339, loss: 3.86220121383667
 New size_cf : 0.001
 epoch: 340, loss: 1.0452144145965576
 New size_cf : 0.001
 explainer params sum: -138.8731441348791, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 341, loss: 0.6562482714653015
 New size_cf : 0.001
 epoch: 342, loss: 0.40521878004074097
 New size_cf : 0.001
 epoch: 343, loss: 12.408342361450195
 New size_cf : 0.001
 epoch: 344, loss: 0.4408217668533325
 New size_cf : 0.001
 epoch: 345, loss: 0.47303321957588196
 New size_cf : 0.001
 epoch: 346, loss: 0.4135591387748718
 New size_cf : 0.001
 epoch: 347, loss: 2.342806816101074
 New size_cf : 0.001
 epoch: 348, loss: 7.178919792175293
 New size_cf : 0.001
 epoch: 349, loss: 0.6413419246673584
 New size_cf : 0.001
 epoch: 350, loss: 6.994295120239258
 New size_cf : 0.001
 explainer params sum: -138.4444648474455, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 351, loss: 0.8712973594665527
 New size_cf : 0.001
 epoch: 352, loss: 0.8205485343933105
 New size_cf : 0.001
 epoch: 353, loss: 0.5047006607055664
 New size_cf : 0.001
 epoch: 354, loss: 0.5824505090713501
 New size_cf : 0.001
 epoch: 355, loss: 12.479300498962402
 New size_cf : 0.001
 epoch: 356, loss: 0.6524525284767151
 New size_cf : 0.001
 epoch: 357, loss: 0.658893883228302
 New size_cf : 0.001
 epoch: 358, loss: 12.403082847595215
 New size_cf : 0.001
 epoch: 359, loss: 0.625808835029602
 New size_cf : 0.001
 epoch: 360, loss: 0.3416488766670227
 New size_cf : 0.001
 explainer params sum: -135.661162301898, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 361, loss: 1.2323083877563477
 New size_cf : 0.001
 epoch: 362, loss: 3.220545530319214
 New size_cf : 0.001
 epoch: 363, loss: 0.5988925695419312
 New size_cf : 0.001
 epoch: 364, loss: 0.46183574199676514
 New size_cf : 0.001
 epoch: 365, loss: 0.8381388187408447
 New size_cf : 0.001
 epoch: 366, loss: 0.5712467432022095
 New size_cf : 0.001
 epoch: 367, loss: 1.8375297784805298
 New size_cf : 0.001
 epoch: 368, loss: 1.2781143188476562
 New size_cf : 0.001
 epoch: 369, loss: 0.5014160871505737
 New size_cf : 0.001
 epoch: 370, loss: 0.6780372262001038
 New size_cf : 0.001
 explainer params sum: -138.36338655650616, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 371, loss: 0.6293142437934875
 New size_cf : 0.001
 epoch: 372, loss: 0.4658588767051697
 New size_cf : 0.001
 epoch: 373, loss: 0.923726499080658
 New size_cf : 0.001
 epoch: 374, loss: 1.0482735633850098
 New size_cf : 0.001
 epoch: 375, loss: 0.4350639283657074
 New size_cf : 0.001
 epoch: 376, loss: 5.721129417419434
 New size_cf : 0.001
 epoch: 377, loss: 3.2234370708465576
 New size_cf : 0.001
 epoch: 378, loss: 1.271498203277588
 New size_cf : 0.001
 epoch: 379, loss: 0.38914820551872253
 New size_cf : 0.001
 epoch: 380, loss: 0.4190594553947449
 New size_cf : 0.001
 explainer params sum: -136.55808772146702, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 381, loss: 0.8052495718002319
 New size_cf : 0.001
 epoch: 382, loss: 12.377287864685059
 New size_cf : 0.001
 epoch: 383, loss: 0.3798004388809204
 New size_cf : 0.001
 epoch: 384, loss: 0.6853170394897461
 New size_cf : 0.001
 epoch: 385, loss: 1.8178420066833496
 New size_cf : 0.001
 epoch: 386, loss: 0.37203219532966614
 New size_cf : 0.001
 epoch: 387, loss: 0.6475838422775269
 New size_cf : 0.001
 epoch: 388, loss: 0.6312485933303833
 New size_cf : 0.001
 epoch: 389, loss: 0.5403328537940979
 New size_cf : 0.001
 epoch: 390, loss: 1.3155975341796875
 New size_cf : 0.001
 explainer params sum: -136.91366429626942, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 391, loss: 0.3631559908390045
 New size_cf : 0.001
 epoch: 392, loss: 0.49844712018966675
 New size_cf : 0.001
 epoch: 393, loss: 0.8072124719619751
 New size_cf : 0.001
 epoch: 394, loss: 0.4578562378883362
 New size_cf : 0.001
 epoch: 395, loss: 0.3867541551589966
 New size_cf : 0.001
 epoch: 396, loss: 0.3455953001976013
 New size_cf : 0.001
 epoch: 397, loss: 3.589898109436035
 New size_cf : 0.001
 epoch: 398, loss: 1.1140438318252563
 New size_cf : 0.001
 epoch: 399, loss: 0.5611159801483154
 New size_cf : 0.001
 epoch: 400, loss: 0.5993165969848633
 New size_cf : 0.001
 explainer params sum: -135.9972230643034, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary_ep_400.pth.tar
 epoch: 401, loss: 0.7776737213134766
 New size_cf : 0.001
 epoch: 402, loss: 0.9750539660453796
 New size_cf : 0.001
 epoch: 403, loss: 0.7906085848808289
 New size_cf : 0.001
 epoch: 404, loss: 1.872602939605713
 New size_cf : 0.001
 epoch: 405, loss: 0.6969899535179138
 New size_cf : 0.001
 epoch: 406, loss: 0.5341905355453491
 New size_cf : 0.001
 epoch: 407, loss: 0.7021925449371338
 New size_cf : 0.001
 epoch: 408, loss: 0.42080867290496826
 New size_cf : 0.001
 epoch: 409, loss: 7.7749481201171875
 New size_cf : 0.001
 epoch: 410, loss: 0.864811897277832
 New size_cf : 0.001
 explainer params sum: -134.33346639573574, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 411, loss: 12.332169532775879
 New size_cf : 0.001
 epoch: 412, loss: 0.8063899278640747
 New size_cf : 0.001
 epoch: 413, loss: 1.336290955543518
 New size_cf : 0.001
 epoch: 414, loss: 0.7314633131027222
 New size_cf : 0.001
 epoch: 415, loss: 1.0010497570037842
 New size_cf : 0.001
 epoch: 416, loss: 0.40232932567596436
 New size_cf : 0.001
 epoch: 417, loss: 0.49097341299057007
 New size_cf : 0.001
 epoch: 418, loss: 0.40556544065475464
 New size_cf : 0.001
 epoch: 419, loss: 3.3941245079040527
 New size_cf : 0.001
 epoch: 420, loss: 6.3224310874938965
 New size_cf : 0.001
 explainer params sum: -136.48375345766544, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 421, loss: 0.41195058822631836
 New size_cf : 0.001
 epoch: 422, loss: 0.4363744258880615
 New size_cf : 0.001
 epoch: 423, loss: 0.6750941872596741
 New size_cf : 0.001
 epoch: 424, loss: 3.2633495330810547
 New size_cf : 0.001
 epoch: 425, loss: 3.9909825325012207
 New size_cf : 0.001
 epoch: 426, loss: 0.6113947629928589
 New size_cf : 0.001
 epoch: 427, loss: 0.5508495569229126
 New size_cf : 0.001
 epoch: 428, loss: 1.1938440799713135
 New size_cf : 0.001
 epoch: 429, loss: 1.3070588111877441
 New size_cf : 0.001
 epoch: 430, loss: 0.4809645116329193
 New size_cf : 0.001
 explainer params sum: -135.76278020441532, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 431, loss: 3.203718662261963
 New size_cf : 0.001
 epoch: 432, loss: 0.5736614465713501
 New size_cf : 0.001
 epoch: 433, loss: 0.6106886863708496
 New size_cf : 0.001
 epoch: 434, loss: 0.3823067843914032
 New size_cf : 0.001
 epoch: 435, loss: 0.43550610542297363
 New size_cf : 0.001
 epoch: 436, loss: 7.110249042510986
 New size_cf : 0.001
 epoch: 437, loss: 1.0213191509246826
 New size_cf : 0.001
 epoch: 438, loss: 0.8611097931861877
 New size_cf : 0.001
 epoch: 439, loss: 0.44346922636032104
 New size_cf : 0.001
 epoch: 440, loss: 0.8124428987503052
 New size_cf : 0.001
 explainer params sum: -136.5982606858015, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 441, loss: 0.4111810326576233
 New size_cf : 0.001
 epoch: 442, loss: 0.48870664834976196
 New size_cf : 0.001
 epoch: 443, loss: 0.5742953419685364
 New size_cf : 0.001
 epoch: 444, loss: 0.6198946237564087
 New size_cf : 0.001
 epoch: 445, loss: 0.8325278759002686
 New size_cf : 0.001
 epoch: 446, loss: 0.5101068615913391
 New size_cf : 0.001
 epoch: 447, loss: 1.8133262395858765
 New size_cf : 0.001
 epoch: 448, loss: 0.42161983251571655
 New size_cf : 0.001
 epoch: 449, loss: 0.7935327291488647
 New size_cf : 0.001
 epoch: 450, loss: 0.430103063583374
 New size_cf : 0.001
 explainer params sum: -136.51155857741833, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 451, loss: 1.0161799192428589
 New size_cf : 0.001
 epoch: 452, loss: 1.1980490684509277
 New size_cf : 0.001
 epoch: 453, loss: 0.3998901844024658
 New size_cf : 0.001
 epoch: 454, loss: 0.34467199444770813
 New size_cf : 0.001
 epoch: 455, loss: 3.772184133529663
 New size_cf : 0.001
 epoch: 456, loss: 12.840286254882812
 New size_cf : 0.001
 epoch: 457, loss: 0.4196101725101471
 New size_cf : 0.001
 epoch: 458, loss: 4.754336833953857
 New size_cf : 0.001
 epoch: 459, loss: 2.8167145252227783
 New size_cf : 0.001
 epoch: 460, loss: 0.513811469078064
 New size_cf : 0.001
 explainer params sum: -135.61533923447132, model params sum: -45.76451079547405
 ckpt saved at ./ckpt/Mutagenicity/rcexp_mutag_logdir/rcexp_mutagexplainer_Mutagenicity_pgeboundary.pth.tar
 epoch: 461, loss: 0.9870015382766724
 New size_cf : 0.001