Files
DRL_PROJ/generator/outputs/logs/p1c_dcgan_hflip.json
T
2026-04-30 09:40:53 +00:00

241 lines
5.7 KiB
JSON

{
"run_name": "p1c_dcgan_hflip",
"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": false,
"run_name": "p1c_dcgan_hflip"
},
"history": {
"g_loss": [
8.25675857398245,
4.676511815916269,
4.164578024648193,
4.186401937316116,
3.76872500216859,
3.2271445515509853,
3.142285712318033,
3.1165132149417176,
3.013493389528022,
2.953919046216159,
3.0022377742088246,
2.9681987317963543,
3.00195867772031,
2.9622256552052293,
2.955358256185905,
2.9864892814403925,
2.989851166581751,
3.0584179246161356,
3.1119907299757132,
3.037174945553908,
3.027633951515214,
3.0569768834572573,
2.966104475326108,
2.9770527466749535,
2.9722607779260883,
3.0115039623382254,
3.1060837206677494,
2.9663566479809647,
3.0271955297207143,
3.0386748222204356,
3.1294615272528086,
3.154553516473398,
3.3048473729883345,
3.0961187388149685,
3.299935041194479,
3.271312023915,
3.257369746056059,
3.4152885544885936,
3.4053598885488117,
3.457569090347005,
3.4467413718414166,
3.4432563753599603,
3.4693928591421463,
3.6659582103164787,
3.5930098911894595,
3.797193683254031,
3.667330656805609,
3.7862557178934337,
3.774632334605687,
3.7389516995057592
],
"d_loss": [
0.548022291642956,
0.5451441674023612,
0.5558887697819971,
0.5564709546792711,
0.641778141610388,
0.6736702428032191,
0.6363983667877495,
0.5953805521767364,
0.6679572965790573,
0.634476393302027,
0.603355382147253,
0.6375667867688541,
0.6092054669737307,
0.5753960010205579,
0.6079838377797705,
0.4880936572758051,
0.6110908901080107,
0.5176580600185782,
0.5720924068019431,
0.4914973056437368,
0.5363267168370832,
0.5233565535014256,
0.5592640668281124,
0.5296072383275908,
0.5456295730148115,
0.48084998664119816,
0.4613812982908681,
0.5386411920189857,
0.5733459554771837,
0.4508836393873406,
0.4352997397988016,
0.46203345853166705,
0.44442558863287807,
0.5617774939084919,
0.44143821966125923,
0.45488193964697105,
0.4543754256561271,
0.3228016715242058,
0.4205567768066485,
0.3840478499316507,
0.5015128295804955,
0.35355696542204446,
0.40790109906313765,
0.3549733556743361,
0.37041159862509143,
0.3284146471394815,
0.2910106185202797,
0.35944768394001275,
0.393303733995646,
0.391544733920859
],
"d_real": [
4.019593943897475,
2.622322278145032,
2.4709491485204453,
2.53226986909524,
2.2099495341635156,
1.9406524397369125,
2.01206420833229,
2.035232348319812,
1.9650885101057525,
2.002252268994975,
2.0346280937520866,
2.0005435943603516,
2.0740245101798296,
2.101316468328492,
2.1034359239105487,
2.2481464320777826,
2.1323666368794236,
2.2965948642828526,
2.2800436101408086,
2.322280093135997,
2.311317835098658,
2.3033560728415465,
2.2576771271534457,
2.334534669533754,
2.324166012625409,
2.379901625152327,
2.4554260938595505,
2.375279369517269,
2.4100789290208082,
2.4945882161458335,
2.5803009750496626,
2.5905183171614623,
2.6599675936576648,
2.5271266056941104,
2.7220761072941317,
2.7265788021250668,
2.7684720683301616,
2.951457944690672,
2.8958946293235845,
2.922740545028295,
2.8590539133446846,
2.983432867588141,
2.9901244334685497,
3.1199683572492027,
3.146685347597823,
3.2818033593332667,
3.1977833641899958,
3.246755371745835,
3.2554906209309897,
3.208925051566882
],
"d_fake": [
-4.121732320540991,
-2.5039029895749865,
-2.4196839210314627,
-2.4751148549919453,
-2.162226782904731,
-1.9520056553376026,
-2.010821813192123,
-2.04483764191978,
-1.9762802205534062,
-1.9677754375669692,
-2.053895281930255,
-2.0111517620901775,
-2.0822608002230654,
-2.117481025875124,
-2.094926019000192,
-2.2742056561331463,
-2.158075381547977,
-2.3173255064548592,
-2.277683747120393,
-2.3235455374432425,
-2.29817382290832,
-2.3284449129023104,
-2.258972657032502,
-2.3021991436298075,
-2.306573786287226,
-2.369942689553285,
-2.4827122647538142,
-2.3689294798761353,
-2.377735561794705,
-2.5200935428978033,
-2.609631530240051,
-2.5955338437333064,
-2.7022474240034056,
-2.496978238097623,
-2.782724885859041,
-2.740439227503589,
-2.766677660819812,
-2.989458263429821,
-2.9447697044437766,
-3.0063037709293203,
-2.9096828036838107,
-3.0015719161074386,
-2.99232182951055,
-3.1561790531517095,
-3.1698279747596154,
-3.3571352021307006,
-3.2598909557375135,
-3.29750726161859,
-3.2830059344951925,
-3.323195302588308
],
"fid": {
"25": 48.87022018432617,
"50": 37.92261505126953
}
}
}