div2k_gaussian_deblurring.csv

base_seed,objective_name,obj_description,solver_name,solver_description,dataset_name,idx_rep,sampling_strategy,file_objective,file_solver,p_solver_sigma,file_dataset,p_dataset_physics,p_dataset_noise,p_dataset_sigma,p_dataset_img_size,p_dataset_debug,stop_val,time,objective_PSNR,objective_PSNR_std,objective_NIQE,objective_NIQE_std,objective_runtime,env-OMP_NUM_THREADS,platform,platform-architecture,platform-release,platform-version,system-cpus,system-processor,system-ram (GB),version-cuda,version-numpy,version-numpy-libs,version-scipy,benchmark-git-tag,run_date,p_solver_denoiser,p_solver_zeta,p_dataset_mask,objective_LPIPS,objective_LPIPS_std,p_dataset_sigma_blur,p_dataset_factor,p_dataset_filter,p_solver_max_iter
0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.1],,"DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Blur,GaussianNoise,0.1,256,True,1,6.209999980910652e-07,15.807316780090332,1.760037032138704,11.134003321329752,2.0656606564684954,43.063568589,,Linux,x86_64,6.14.0-1017-azure,#17~24.04.1-Ubuntu SMP Mon Dec  1 20:10:50 UTC 2025,4,AMD EPYC 7763 64-Core Processor,16,,2.4.2,,1.17.1,,2026-03-06T00:29:05.888724,,,,,,,,,
0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.2],,"DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Blur,GaussianNoise,0.1,256,True,1,7.110000410648354e-07,15.421280225118002,1.659038719248347,10.687968254089355,1.2586101187902088,42.299036734000026,,Linux,x86_64,6.14.0-1017-azure,#17~24.04.1-Ubuntu SMP Mon Dec  1 20:10:50 UTC 2025,4,AMD EPYC 7763 64-Core Processor,16,,2.4.2,,1.17.1,,2026-03-06T00:29:05.888724,,,,,,,,,
0,DIV2K Gaussian Deblurring,,RAM,,"DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Blur,GaussianNoise,0.1,256,True,1,7.209999921542476e-07,21.865278244018555,0.990771818343593,11.313956419626871,2.755482663852748,9.671004358999994,,Linux,x86_64,6.14.0-1017-azure,#17~24.04.1-Ubuntu SMP Mon Dec  1 20:10:50 UTC 2025,4,AMD EPYC 7763 64-Core Processor,16,,2.4.2,,1.17.1,,2026-03-06T00:29:05.888724,,,,,,,,,
0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,5.657784640789032e-07,17.858822135925294,3.0533818730543985,10.321947484016418,2.9452468089698667,37.1449516909197,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.2],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,6.598420441150665e-07,17.440333890914918,2.921983890679231,10.361969566345214,2.213739707309572,35.47245547827333,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
0,DIV2K Gaussian Deblurring,,RAM,,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,9.811483323574066e-07,22.266348705291747,2.4703343170638785,9.388980169296264,3.014991747277647,26.028988297097385,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
0,DIV2K Inpainting (30% random),,DPS[denoiser=DRUNet],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,5.51808625459671e-07,24.260642375946045,3.4106252093935763,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DRUNet,,0.3,0.316357084531337,0.1287354968708274,,,,
0,DIV2K Inpainting (30% random),,DPS[denoiser=DiffUNet],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,7.199123501777649e-07,24.511151523590087,3.3610779747941706,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DiffUNet,,0.3,0.2762089168094098,0.121252160514689,,,,
0,DIV2K Gaussian Deblurring,,DPS[denoiser=DRUNet],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,1.0016374289989471e-06,14.95878743171692,6.745182599978479,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T12:01:11.057002,DRUNet,,,0.6544583860039711,0.2169868744922288,2.0,,,
0,DIV2K Gaussian Deblurring,,DPS[denoiser=DiffUNet],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,1.0398216545581818e-06,22.537910213470457,2.4170707261250945,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T12:01:11.057002,DiffUNet,,,0.3800816628336906,0.1179542156994232,2.0,,,
0,DIV2K Super Resolution (2x),,DPS[denoiser=DRUNet],,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,5.709007382392883e-07,24.22111473083496,3.559833183159146,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T15:32:27.308897,DRUNet,,,0.3869538430124521,0.1292216426260224,,2.0,bicubic,
0,DIV2K Super Resolution (2x),,DPS[denoiser=DiffUNet],,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,5.960464477539062e-07,24.801447334289552,3.5849371790293114,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T15:32:27.308897,DiffUNet,,,0.3411751597374677,0.1334308675481825,,2.0,bicubic,
0,DIV2K Super Resolution (2x),,DPIR[sigma=0.1],,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,6.170012056827545e-07,26.85823137283325,2.284362467137336,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,,,,0.3200232046842575,0.1174209681145473,,2.0,bicubic,
0,DIV2K Super Resolution (2x),,DPIR[sigma=0.2],,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,6.310001481324434e-07,24.43956060409546,2.201862720333501,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,,,,0.427978121265769,0.1345204166580389,,2.0,bicubic,
0,DIV2K Super Resolution (2x),,"DPS[denoiser=DRUNet,max_iter=1000]",,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,7.190101314336061e-07,24.16927782058716,3.2080057308192256,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,DRUNet,,,0.3949335538595915,0.1279482811407856,,2.0,bicubic,1000.0
0,DIV2K Super Resolution (2x),,"DPS[denoiser=DiffUNet,max_iter=1000]",,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,8.589995559304953e-07,24.72718141555786,3.591124920852528,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,DiffUNet,,,0.3485465250909328,0.1335341713865372,,2.0,bicubic,1000.0
0,DIV2K Inpainting (30% random),,"DDRM[denoiser=DRUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/ddrm.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.709888111799955e-07,27.414248752593995,2.4751058287704546,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DRUNet,0.95,0.3,0.1009178178571164,0.0395823699307324,,,,
0,DIV2K Inpainting (30% random),,"DDRM[denoiser=DiffUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/ddrm.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,7.519847713410854e-07,27.048936042785645,2.692548978320534,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DiffUNet,0.95,0.3,0.0922834128886461,0.0337728185705062,,,,
0,DIV2K Inpainting (30% random),,"DiffPIR[denoiser=DRUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/diffpir.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,1.166976289823651e-06,25.21603609085083,2.1768112463671816,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DRUNet,0.95,0.3,0.2483378213644027,0.1017607587594802,,,,
0,DIV2K Inpainting (30% random),,"DiffPIR[denoiser=DiffUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/diffpir.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,9.53994458541274e-07,25.290263690948485,2.152688805918032,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DiffUNet,0.95,0.3,0.2425377915054559,0.0998413689632594,,,,
0,DIV2K Inpainting (30% random),,DPIR[sigma=0.05],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/dpir.py,0.05,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,9.229988791048528e-07,9.512997033596038,4.2481572788971205,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,,,0.3,1.0076090753078462,0.2238320048788994,,,,
0,DIV2K Inpainting (30% random),,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.519840098917484e-07,10.201244723796844,4.497850527841695,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,,,0.3,0.9407196876406668,0.2290920590869099,,,,
0,DIV2K Inpainting (30% random),,"DPS[denoiser=DRUNet,max_iter=1000]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.089976523071527e-07,24.25446626663208,3.364682358447528,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DRUNet,,0.3,0.316381708625704,0.1274293219887112,,,,1000.0
0,DIV2K Inpainting (30% random),,"DPS[denoiser=DiffUNet,max_iter=1000]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.059999577701092e-07,24.50620681762696,3.353614440641528,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DiffUNet,,0.3,0.2767260341346264,0.1210550040815257,,,,1000.0
0,DIV2K Inpainting (30% random),,RAM,,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,9.330105967819692e-07,27.198805465698243,2.317799204669352,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,,,0.3,0.1337065869569778,0.0506720215186471,,,,
0,DIV2K Gaussian Deblurring,,"DiffPIR[denoiser=DRUNet,zeta=0.45]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/diffpir.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,6.680056685581803e-07,24.151384391784667,2.391064719528698,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,DRUNet,0.45,,0.326274496987462,0.106700210061501,2.0,,,
0,DIV2K Gaussian Deblurring,,"DiffPIR[denoiser=DiffUNet,zeta=0.45]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/diffpir.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,6.560003384947777e-07,23.994957237243653,2.4034119622507144,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,DiffUNet,0.45,,0.2818685899674892,0.1022806097223592,2.0,,,
0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,5.359979695640504e-07,24.422678203582763,2.4815672511455937,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,,,,0.4190434426069259,0.11591851701757,2.0,,,
0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.2],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,9.039940778166056e-07,23.17311117172241,2.312841569990645,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,,,,0.5003545248508453,0.1205633437519842,2.0,,,
0,DIV2K Gaussian Deblurring,,"DPS[denoiser=DRUNet,max_iter=1000]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,5.330002750270069e-07,15.286401207447051,7.026121911662618,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,DRUNet,,,0.645668843537569,0.2229175749000941,2.0,,,1000.0
0,DIV2K Gaussian Deblurring,,"DPS[denoiser=DiffUNet,max_iter=1000]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,5.820038495585322e-07,22.52611164093017,2.413114365186854,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,DiffUNet,,,0.3764370453357696,0.12421002760932,2.0,,,1000.0
0,DIV2K Gaussian Deblurring,,RAM,,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,7.43995769880712e-07,25.616497116088865,2.5504649858386537,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,,,,0.2683900251239538,0.1066784428909331,2.0,,,