Results from phase 2 to 4
This commit is contained in:
@@ -0,0 +1,150 @@
|
||||
{
|
||||
"run_name": "p4_2_ddpm_cosine",
|
||||
"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": "ddpm",
|
||||
"T": 1000,
|
||||
"ddim_steps": 100,
|
||||
"lr": 0.0002,
|
||||
"base_ch": 128,
|
||||
"ch_mult": [
|
||||
1,
|
||||
2,
|
||||
2,
|
||||
2
|
||||
],
|
||||
"attn_resolutions": [
|
||||
16,
|
||||
8
|
||||
],
|
||||
"num_res_blocks": 2,
|
||||
"dropout": 0.1,
|
||||
"run_name": "p4_2_ddpm_cosine",
|
||||
"noise_schedule": "cosine",
|
||||
"pred_type": "eps"
|
||||
},
|
||||
"history": {
|
||||
"loss": [
|
||||
0.0745811819847132,
|
||||
0.042058256996047295,
|
||||
0.038731603282225184,
|
||||
0.0365341946355298,
|
||||
0.03596278707870943,
|
||||
0.03499822471784348,
|
||||
0.034039977941916794,
|
||||
0.03339788123853823,
|
||||
0.033659401990505114,
|
||||
0.0328750506353875,
|
||||
0.03281905785656701,
|
||||
0.032175978936223135,
|
||||
0.03264562071213483,
|
||||
0.03167968711011812,
|
||||
0.03252785405717217,
|
||||
0.032265412987361096,
|
||||
0.032163158218320616,
|
||||
0.03181939549409808,
|
||||
0.03145227379476031,
|
||||
0.031572662918772705,
|
||||
0.0314074662896112,
|
||||
0.03058532617874762,
|
||||
0.031417921515834384,
|
||||
0.030867751819105484,
|
||||
0.031200444417344965,
|
||||
0.030372575657744694,
|
||||
0.031070002880042944,
|
||||
0.0306555292624821,
|
||||
0.031143788686101764,
|
||||
0.030448843175784137,
|
||||
0.03087240754841612,
|
||||
0.03053835191580857,
|
||||
0.030471389926174004,
|
||||
0.0302293243435904,
|
||||
0.030659112543997984,
|
||||
0.030551793045786202,
|
||||
0.030635309206624318,
|
||||
0.030368149071597517,
|
||||
0.030187387226356402,
|
||||
0.03037746619974446,
|
||||
0.030544078081018396,
|
||||
0.0304682625648685,
|
||||
0.030033117888543088,
|
||||
0.030058689524905167,
|
||||
0.030037028862274866,
|
||||
0.02957952331799345,
|
||||
0.03012158986356141,
|
||||
0.029973779056762528,
|
||||
0.030247858279726952,
|
||||
0.02959363942599704,
|
||||
0.029731284608093336,
|
||||
0.03002101383928178,
|
||||
0.029881187225094974,
|
||||
0.029322936573726498,
|
||||
0.029073657284880806,
|
||||
0.02956077633385793,
|
||||
0.029618583959885515,
|
||||
0.029847813658734672,
|
||||
0.029749778817750067,
|
||||
0.02967120576092703,
|
||||
0.02939097446381536,
|
||||
0.029562414946177833,
|
||||
0.02957131928947364,
|
||||
0.029576030472277574,
|
||||
0.029486760393612914,
|
||||
0.028896253977894273,
|
||||
0.029079640140900247,
|
||||
0.02946651985661851,
|
||||
0.02956312265382427,
|
||||
0.028787078188620824,
|
||||
0.029077194975370653,
|
||||
0.02904141321579297,
|
||||
0.02869541201995224,
|
||||
0.029384889960304923,
|
||||
0.029296722736719072,
|
||||
0.028805798423102397,
|
||||
0.029137278389599588,
|
||||
0.02882065039733027,
|
||||
0.028110843072207566,
|
||||
0.029165515112969227,
|
||||
0.02838028352269823,
|
||||
0.028928894915769242,
|
||||
0.02887988943232494,
|
||||
0.02871215812718639,
|
||||
0.02849309494257228,
|
||||
0.02836313749400851,
|
||||
0.02900838313433222,
|
||||
0.028941123808025677,
|
||||
0.028982899480093367,
|
||||
0.028617646975012925,
|
||||
0.028945480441499468,
|
||||
0.028021262546714682,
|
||||
0.028656914595387176,
|
||||
0.028812512554403428,
|
||||
0.02845827827994258,
|
||||
0.02854005663265657,
|
||||
0.028420659669666972,
|
||||
0.028380179300140113,
|
||||
0.0278120991280382,
|
||||
0.0285125195613911
|
||||
],
|
||||
"fid": {
|
||||
"25": 249.73973083496094,
|
||||
"50": 282.24053955078125,
|
||||
"75": 239.8434295654297,
|
||||
"100": 132.29640197753906
|
||||
},
|
||||
"train_time_s": 15527.574454307556
|
||||
},
|
||||
"n_params": 28474755
|
||||
}
|
||||
Reference in New Issue
Block a user