{ "run_name": "p1c_dcgan_full_aug", "config": { "batch_size": 64, "ema_decay": 0.9999, "data_dir": "cropped/generator", "sources": [ "wiki" ], "subsample": 1.0, "sample_interval": 10, "fid_interval": 25, "fid_n_real": 5000, "model": "dcgan", "image_size": 64, "latent_dim": 100, "ngf": 64, "ndf": 64, "epochs": 50, "lr_g": 0.0002, "lr_d": 0.0002, "beta1": 0.5, "beta2": 0.999, "augment": true, "run_name": "p1c_dcgan_full_aug" }, "history": { "g_loss": [ 7.49771284742846, 5.1344794735439825, 4.20233915020258, 3.7956945456755466, 3.3582443528386774, 3.135080910518638, 3.037927355394404, 3.0205755423531575, 2.9449298040479674, 2.820248532292043, 2.724728472562682, 2.722938014847091, 2.675822157285407, 2.6850139605056524, 2.6884455950851116, 2.7171011700207353, 2.826366552677101, 2.7467185403299954, 2.8128189439765916, 2.9744829476580152, 2.935044853828656, 2.945460690655069, 3.0004867578291488, 3.129746067090931, 3.093457205149417, 3.166782804565807, 3.2522930768915477, 3.2222229641758733, 3.251373175372425, 3.3681361798801994, 3.259154211461456, 3.2256888188103323, 3.274382082793193, 3.349048242227644, 3.2585730838995333, 3.3790567638272915, 3.3174902425808277, 3.3276833469987426, 3.4146066698858624, 3.5484207490952606, 3.348497238296729, 3.570188072724984, 3.3912910675454855, 3.548164558588949, 3.4474635846976542, 3.3920835382026486, 3.57115820572417, 3.4723810965760458, 3.5018457458314733, 3.4800260357606487 ], "d_loss": [ 0.5809737999772286, 0.5078993229450196, 0.5584569440629238, 0.5340489637202177, 0.6691515040066507, 0.6945736851766069, 0.6726883698222984, 0.666734377383931, 0.6737182643105332, 0.7003357819257638, 0.6895497346408347, 0.685899390401239, 0.6526830081437898, 0.6581462018637576, 0.6418598625395033, 0.6319757849933245, 0.604252751566406, 0.6245534220376076, 0.6020822420907326, 0.5405760487048035, 0.584312041186624, 0.5419003778479548, 0.532464118499277, 0.45387270175812083, 0.5574886851235588, 0.43647419597603315, 0.48457974958050454, 0.4675797224204, 0.4322719926921985, 0.38088868093541545, 0.5638646479122914, 0.4416344142081136, 0.4628239624265932, 0.4024532137709296, 0.4544067734008671, 0.4031565586089069, 0.42116634805615133, 0.45903370583541375, 0.37940196888760114, 0.34817556783747977, 0.4849503485278951, 0.3100079265064918, 0.5141805250070288, 0.342183085413188, 0.4166090010991718, 0.4583264416736415, 0.33097727382635206, 0.486405484059937, 0.3812256623377912, 0.41236137388608396 ], "d_real": [ 3.5584671803009815, 3.156553023900741, 2.60367910271017, 2.5299324459499783, 2.1071761367667436, 1.927138096246964, 1.936074322105473, 1.9407738905686598, 1.9132834051409338, 1.8729030576526609, 1.8384323201627812, 1.8409349001370943, 1.866650638417301, 1.8840518344161856, 1.934535882411859, 1.9617490442390115, 2.0755841181828427, 2.0176005078177166, 2.122039566692124, 2.2631645956610003, 2.3149196347619734, 2.3347063635149574, 2.3768706566248183, 2.550839106241862, 2.4620645800207415, 2.5936582842443743, 2.6688572810246396, 2.6381523262741218, 2.757892510829828, 2.8799137865376268, 2.7431253612550917, 2.7144988663176184, 2.713803478795239, 2.89947754297501, 2.757139091817742, 2.9047963721120458, 2.862286689953926, 2.881792802077073, 2.9661841637048965, 3.090400174132779, 2.832848654852973, 3.161479982555422, 2.8955952897031083, 3.1162490844726562, 2.9129831689035792, 2.961068112626035, 3.218389136159522, 2.9556383638300447, 3.074425754384098, 3.1353414160573583 ], "d_fake": [ -3.902294419769548, -2.9155128348586907, -2.519574434329302, -2.422531486576439, -2.099835086072612, -1.943570846166366, -1.9525424639383953, -1.9584248860677083, -1.9358763409475994, -1.866983598878241, -1.825645601647532, -1.8280421526004107, -1.859714239071577, -1.8820147392077324, -1.912892851055178, -1.965098845653045, -2.0694798852643395, -2.0002318488226996, -2.128022324325692, -2.263166802561181, -2.2867513966356587, -2.3082755325186968, -2.3829850579938316, -2.557142339201055, -2.4545631082648907, -2.6175563192775106, -2.649488938160432, -2.6308885721059947, -2.7544204964597, -2.866274124536759, -2.68292477599576, -2.6990977230235043, -2.7363305295634475, -2.8722930973411627, -2.7597506270449386, -2.8848504286545973, -2.8545510055672407, -2.853106246035323, -2.94730220696865, -3.0794619617299137, -2.827873629382533, -3.154448973826873, -2.901091062105619, -3.0957394787388988, -2.9393297505174947, -2.9338840908474393, -3.1787822755992923, -2.939842550163595, -3.055058012660752, -3.0686827765570746 ], "fid": { "25": 48.02587890625, "50": 33.403228759765625 } } }