jalf/DRL_PROJ
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
f89d7dcfda9d11f26ab97b21cd1789ec61b1141f
DRL_PROJ/generator/outputs/logs/p3_2_vae_perceptual.json
T
Johnny Fernandes 1a7f67ab9c Results from phase 2 to 4
2026-05-01 21:08:42 +00:00

546 lines
7.6 KiB
JSON
Raw Blame History

{
"run_name": "p3_2_vae_perceptual",
"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,
"epochs": 100,
"augment": "hflip",
"image_size": 64,
"model": "vae",
"latent_dim": 256,
"ngf": 64,
"run_name": "p3_2_vae_perceptual",
"lr": 0.001,
"beta_kl": 0.0001,
"lambda_perceptual": 0.1,
"lambda_adversarial": 0.0
},
"history": {
"recon_loss": [
NaN,
0.041370747770127066,
0.035506031866002284,
0.06229733923672993,
0.06089382184048494,
0.053464704654856116,
0.04950355895213846,
0.04674786329269409,
0.05693557829811023,
0.04808994451076047,
NaN,
0.05869839608701121,
0.05293231666820426,
0.05057006603918779,
0.04713928615117175,
0.04481589820427008,
0.04331832689543565,
0.041820655449524395,
NaN,
0.24315394992884407,
0.24305414841470555,
0.2429187158998261,
0.24289727962424612,
0.2377373814328104,
0.23880945107875726,
0.24047312904626894,
0.23915709144411942,
NaN,
0.24000247061634675,
0.2362435321904655,
0.23705266075383905,
NaN,
0.23998981039238793,
0.23828768376738596,
0.23908851302077627,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN
],
"kl_loss": [
41526536.5961082,
1258.7768262553418,
1165.5987154968784,
3689.321748260759,
1320.3167513333833,
928.3473894168169,
789.754654843583,
693.4729607736963,
1017.8856519389357,
622.2623097998464,
304942.2120989938,
750.5718396830763,
618.6888906364767,
586.4194498958751,
579.2793892102363,
525.8830437945504,
497.5363791050055,
452.93342662061383,
172476214612.95245,
1112.027792645316,
1109.8156276605068,
1109.8872808472722,
1112.3999198196282,
1163.6093267457097,
1195.4633280436199,
1232.709252512353,
1253.0651078183428,
19923.65347159622,
6871.588723207132,
6872.017739842081,
6872.62934758113,
27062.17111336472,
4992.576698759683,
5000.895510942508,
5011.723715236044,
4.196954763212122e+20,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN
],
"perc_loss": [
NaN,
3.0017659954535656,
2.8931196978968434,
3.084328340159522,
3.1398269641093717,
3.0839009172896032,
3.0459561949102287,
3.015714469628456,
3.0917934143645134,
3.010985380054539,
NaN,
3.102917709411719,
3.055045795746339,
3.0351512865123587,
3.002274121993627,
2.9754957128793764,
2.9553630066733074,
2.936704080328982,
NaN,
3.66463458385223,
3.6419444985878773,
3.6321474706005845,
3.6272282503608966,
3.781295938878997,
3.740793755421272,
3.759704489993234,
3.7078149914741516,
NaN,
3.7647176323792872,
3.7441278461717133,
3.7264530261357627,
NaN,
3.7299226170931106,
3.7314435080585318,
3.754668933713538,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN,
NaN
],
"adv_g_loss": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0
],
"adv_d_loss": [
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0,
0.0
],
"fid": {
"25": 263.1458740234375,
"50": 598.3736572265625,
"75": 598.3736572265625,
"100": 598.3736572265625
},
"train_time_s": 952.6596128940582
},
"n_params": 10608451
}
Reference in New Issue View Git Blame Copy Permalink