-
Notifications
You must be signed in to change notification settings - Fork 0
/
history_attunet_selu_lecun_dicebce.txt
1 lines (1 loc) · 9 KB
/
history_attunet_selu_lecun_dicebce.txt
1
{'loss': [0.4301179051399231, 0.37637802958488464, 0.3292080760002136, 0.3037271201610565, 0.28734707832336426, 0.2734840214252472, 0.25316834449768066, 0.23766455054283142, 0.23420681059360504, 0.2190234363079071, 0.20479092001914978, 0.22124256193637848, 0.1946702003479004, 0.19397452473640442, 0.18741628527641296, 0.1713508516550064, 0.16972824931144714, 0.158542662858963, 0.16415680944919586, 0.15934716165065765, 0.15277951955795288, 0.15342013537883759, 0.13671040534973145, 0.13966062664985657, 0.13981056213378906, 0.13723373413085938, 0.13779963552951813, 0.12314445525407791, 0.13399167358875275, 0.13177040219306946, 0.12995748221874237, 0.1415814459323883, 0.117147296667099, 0.12034100294113159, 0.12365289032459259, 0.12585482001304626, 0.12112478166818619, 0.10931936651468277, 0.11728151142597198, 0.11516818404197693, 0.1085808277130127, 0.11351040750741959, 0.09905171394348145], 'Dice': [0.6349531412124634, 0.6813604831695557, 0.7216660380363464, 0.7421672940254211, 0.7554851770401001, 0.7683761715888977, 0.7836263179779053, 0.7984678745269775, 0.8012198805809021, 0.8125900030136108, 0.8242591023445129, 0.8112345933914185, 0.8342909812927246, 0.8337592482566833, 0.8387192487716675, 0.8519609570503235, 0.8518064022064209, 0.863088071346283, 0.8573100566864014, 0.8602755665779114, 0.8671698570251465, 0.8655896782875061, 0.880420446395874, 0.8769599795341492, 0.8759143352508545, 0.8792930841445923, 0.877504825592041, 0.891421377658844, 0.8815520405769348, 0.8822939991950989, 0.8854309916496277, 0.874916672706604, 0.8961845636367798, 0.8926268815994263, 0.8889896273612976, 0.8891263008117676, 0.8908436298370361, 0.9025192260742188, 0.8950749039649963, 0.8960059881210327, 0.9024056792259216, 0.8968675136566162, 0.9110605716705322], 'Jaccard': [0.4926677942276001, 0.5493737459182739, 0.5947890281677246, 0.6244394183158875, 0.6433854699134827, 0.6582546830177307, 0.6821138858795166, 0.697662353515625, 0.7040615081787109, 0.7228951454162598, 0.7363834381103516, 0.7222153544425964, 0.7484299540519714, 0.75201416015625, 0.760928213596344, 0.7785038948059082, 0.7818021178245544, 0.7929471731185913, 0.7875047326087952, 0.7948014736175537, 0.8018115162849426, 0.8032363057136536, 0.8207201361656189, 0.8186282515525818, 0.8207660913467407, 0.8214846253395081, 0.8232420086860657, 0.8392291069030762, 0.8266805410385132, 0.8316265344619751, 0.8318814039230347, 0.8206536173820496, 0.8476659655570984, 0.8454636931419373, 0.8433361053466797, 0.8392231464385986, 0.846270740032196, 0.8586553335189819, 0.8498904705047607, 0.854749321937561, 0.8610673546791077, 0.8576540946960449, 0.872927188873291], 'precision': [0.7957113981246948, 0.8090173006057739, 0.835487425327301, 0.8579398393630981, 0.8680132031440735, 0.8765315413475037, 0.9008668065071106, 0.900795042514801, 0.8997800350189209, 0.9141456484794617, 0.9236293435096741, 0.9113312363624573, 0.9220149517059326, 0.9250432848930359, 0.9277951717376709, 0.9387950301170349, 0.9431867599487305, 0.9425228834152222, 0.9422000050544739, 0.9495142102241516, 0.9474708437919617, 0.949691116809845, 0.9552727341651917, 0.9567147493362427, 0.9589205384254456, 0.955764651298523, 0.9585014581680298, 0.9613605737686157, 0.9582911133766174, 0.9631615877151489, 0.9583461284637451, 0.9537506103515625, 0.9641093611717224, 0.9647331237792969, 0.9666375517845154, 0.9598056674003601, 0.9685213565826416, 0.9681299328804016, 0.9660995602607727, 0.9703375697135925, 0.9704649448394775, 0.972328782081604, 0.9728109836578369], 'recall': [0.34360337257385254, 0.3460036814212799, 0.34583163261413574, 0.34850621223449707, 0.3492721915245056, 0.351545125246048, 0.35501766204833984, 0.3554106056690216, 0.35853129625320435, 0.36282747983932495, 0.36472469568252563, 0.36236873269081116, 0.36603111028671265, 0.3687828779220581, 0.37078365683555603, 0.37215501070022583, 0.3746697008609772, 0.3739604651927948, 0.3746246099472046, 0.377204954624176, 0.3771888017654419, 0.37856313586235046, 0.37928029894828796, 0.38008081912994385, 0.3814534544944763, 0.38078856468200684, 0.38141390681266785, 0.3824813961982727, 0.3813486099243164, 0.382330983877182, 0.38210660219192505, 0.38150039315223694, 0.38460490107536316, 0.38459593057632446, 0.38489875197410583, 0.3821268379688263, 0.38482043147087097, 0.38510647416114807, 0.3850025236606598, 0.3861719071865082, 0.3865695595741272, 0.3869173228740692, 0.38684549927711487], 'val_loss': [0.39796754717826843, 0.3890880048274994, 0.3610996901988983, 0.34025710821151733, 0.3354639708995819, 0.3112146556377411, 0.3026577830314636, 0.297954261302948, 0.2979709804058075, 0.2808392643928528, 0.3315272629261017, 0.6299179792404175, 0.2900870740413666, 0.35926029086112976, 0.29989194869995117, 0.30949878692626953, 0.26621851325035095, 0.2648857533931732, 0.30376628041267395, 0.26804685592651367, 0.30884116888046265, 0.25484803318977356, 0.2697734832763672, 0.28003087639808655, 0.24880044162273407, 0.2704677879810333, 0.24390600621700287, 0.2521505057811737, 0.2776596248149872, 0.24508467316627502, 0.278629869222641, 0.2643924355506897, 0.2590199410915375, 0.27081742882728577, 0.23720626533031464, 0.27538177371025085, 0.26584357023239136, 0.2617216110229492, 0.2683703899383545, 0.26432567834854126, 0.2760698199272156, 0.2650720775127411, 0.25821492075920105], 'val_Dice': [0.669048547744751, 0.7097712159156799, 0.7073002457618713, 0.7280076146125793, 0.737959086894989, 0.7448266744613647, 0.7491618990898132, 0.7511870861053467, 0.7545564770698547, 0.7825217843055725, 0.7309736013412476, 0.47749656438827515, 0.764198362827301, 0.7002497315406799, 0.7573472261428833, 0.7414191365242004, 0.7909433245658875, 0.786622166633606, 0.7568540573120117, 0.792698860168457, 0.7429149150848389, 0.7913442254066467, 0.7806792259216309, 0.7736912369728088, 0.7982999086380005, 0.7825455069541931, 0.8022642731666565, 0.7940725684165955, 0.7724142670631409, 0.8048192858695984, 0.7761574983596802, 0.7868684530258179, 0.7936385273933411, 0.7843890190124512, 0.8159798979759216, 0.7825335264205933, 0.791403591632843, 0.7979428172111511, 0.7872916460037231, 0.7947969436645508, 0.7865464687347412, 0.7943326234817505, 0.8022667169570923], 'val_Jaccard': [0.5339599251747131, 0.5814571380615234, 0.5807889699935913, 0.6055071353912354, 0.6119192838668823, 0.6314777731895447, 0.6325336694717407, 0.6395065784454346, 0.6457916498184204, 0.6748510599136353, 0.6193733811378479, 0.33728066086769104, 0.6562339663505554, 0.5786201357841492, 0.6475687623023987, 0.6383510828018188, 0.6911529898643494, 0.6830852627754211, 0.6489658951759338, 0.6848984956741333, 0.6379124522209167, 0.6927804350852966, 0.6792145371437073, 0.672471284866333, 0.7005783319473267, 0.6871152520179749, 0.7048530578613281, 0.6975976228713989, 0.676189124584198, 0.7063729763031006, 0.6788614988327026, 0.6860703229904175, 0.6963381767272949, 0.6885451674461365, 0.719211995601654, 0.6877386569976807, 0.6931746006011963, 0.7001038193702698, 0.6930139660835266, 0.694003164768219, 0.6940281987190247, 0.698236882686615, 0.7083588242530823], 'val_precision': [0.8273895978927612, 0.781040608882904, 0.8572394847869873, 0.8347523212432861, 0.7942990064620972, 0.9011648893356323, 0.8444300889968872, 0.9071568250656128, 0.9031294584274292, 0.8702318072319031, 0.9026755690574646, 0.9688129425048828, 0.9116170406341553, 0.936665952205658, 0.9326847791671753, 0.9013787508010864, 0.907521665096283, 0.886999249458313, 0.8128536939620972, 0.8461505770683289, 0.8889119625091553, 0.9272434711456299, 0.8761798143386841, 0.8506709337234497, 0.9122146964073181, 0.9173545241355896, 0.9106640219688416, 0.9073624014854431, 0.907010555267334, 0.9049761891365051, 0.872198760509491, 0.9344969987869263, 0.9233381748199463, 0.9210888147354126, 0.9114320278167725, 0.9281952381134033, 0.9334294199943542, 0.9126219749450684, 0.9286350011825562, 0.9185947775840759, 0.9262187480926514, 0.9349535703659058, 0.9198300242424011], 'val_recall': [0.376979261636734, 0.3965607285499573, 0.3464696705341339, 0.3712618350982666, 0.4002782702445984, 0.3364841043949127, 0.3754940927028656, 0.3375220000743866, 0.3420344889163971, 0.3762657642364502, 0.32393085956573486, 0.16055022180080414, 0.3391004204750061, 0.28873059153556824, 0.3212738037109375, 0.3431049585342407, 0.3518575131893158, 0.36593762040138245, 0.38919132947921753, 0.38440975546836853, 0.34700727462768555, 0.3441087007522583, 0.37031322717666626, 0.3809281885623932, 0.356502890586853, 0.35115477442741394, 0.35926949977874756, 0.3624933063983917, 0.35122957825660706, 0.3605775535106659, 0.3782046437263489, 0.33326011896133423, 0.3447610139846802, 0.34607598185539246, 0.3611491918563843, 0.34456273913383484, 0.33775970339775085, 0.3541969358921051, 0.34705984592437744, 0.34760260581970215, 0.34821441769599915, 0.33986806869506836, 0.35453617572784424], 'lr': [0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.00075, 0.00075, 0.00075, 0.00075, 0.00075, 0.00075, 0.00075, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.0005625, 0.00042187498, 0.00042187498, 0.00042187498]}