{ "run_name": "p4_4_ddpm_wider", "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": 192, "ch_mult": [ 1, 2, 2, 2 ], "attn_resolutions": [ 32, 16, 8 ], "num_res_blocks": 2, "dropout": 0.1, "run_name": "p4_4_ddpm_wider", "noise_schedule": "cosine", "pred_type": "v" }, "history": { "loss": [ 0.13163253967451233, 0.08248793359240915, 0.07643996758593453, 0.07397907251157822, 0.07122657460789396, 0.07138561033922383, 0.06904177999712972, 0.06896601267891307, 0.06838215670237939, 0.06739913265451662, 0.06671866834259187, 0.06677559890553482, 0.06631149910390377, 0.06638919253252511, 0.06601078898255897, 0.06575383071620496, 0.06603237377622953, 0.06491840548781502, 0.06508892283448552, 0.06473595779548344, 0.06483772213960814, 0.06465409342677166, 0.06401995661007798, 0.06340267588026248, 0.06413594504388478, 0.0628959270210093, 0.06418510344134182, 0.06394238918064496, 0.06248996071676668, 0.06351545423619513, 0.06229034258036786, 0.06320842817171007, 0.06290241482102463, 0.06321675274680313, 0.062413496713544056, 0.06212212591885756, 0.0626084612777982, 0.06261288894451836, 0.062471460248542644, 0.06219181806867958, 0.06191267504587642, 0.0624321296524543, 0.06224303583526968, 0.06250620571275552, 0.062041081241371795, 0.061931725097899765, 0.062425335622432396, 0.061999101836520895, 0.061793283638982184, 0.061307266083920106, 0.06238582809097492, 0.06149721970288163, 0.0617471888470344, 0.061242959692946866, 0.06050234880998858, 0.06128905856042591, 0.061545657829787485, 0.061363947880255364, 0.06154585556469412, 0.06045179913600541, 0.06099297314818598, 0.06042028706457116, 0.060532668302965977, 0.060747456044340745, 0.060856614429026075, 0.061282420737875834, 0.06049503485520936, 0.06037547157551998, 0.0603547497994752, 0.05981557718358743, 0.05992960667985882, 0.060057796283155426, 0.060209037186816715, 0.059781413660663314, 0.059697162765914046, 0.05961615767361771, 0.0594154964798154, 0.059636228630303316, 0.05954878875969821, 0.05950295750815899, 0.06050215718837885, 0.059087028957776025, 0.05935390770403493, 0.05888504008802339, 0.05896756445399971, 0.0595984901739364, 0.059530704560824946, 0.05954143077803728, 0.05873110663527862, 0.05813556529072105, 0.058873162262587465, 0.05845667324705511, 0.05882444465134898, 0.058418608986987516, 0.05849540675393282, 0.0582493251730871, 0.05856856523861743, 0.05849931979727032, 0.058338277670753814, 0.05817114788656815 ], "fid": { "25": 324.9868469238281, "50": 170.89854431152344, "75": 78.47106170654297, "100": 30.03441619873047 }, "train_time_s": 32182.514033079147 }, "n_params": 64770819 }