Upload benchopt results for div2k_inpainting_easy

div2k_inpainting_easy.csv

@@ -1,10 +1,10 @@
 base_seed,objective_name,obj_description,solver_name,solver_description,dataset_name,idx_rep,sampling_strategy,file_objective,file_solver,p_solver_denoiser,p_solver_zeta,file_dataset,p_dataset_physics,p_dataset_noise,p_dataset_mask,p_dataset_img_size,p_dataset_debug,stop_val,time,objective_PSNR,objective_PSNR_std,objective_LPIPS,objective_LPIPS_std,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,p_solver_sigma,p_solver_max_iter,run_date
-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,DRUNet,0.95,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.5369150787591934e-06,27.42289459228516,2.494534652508545,0.1008007637411356,0.0398548898189961,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-15T19:11:25.892439
-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,DiffUNet,0.95,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.576961949467659e-06,27.05676362991333,2.704308550052285,0.091813709270209,0.0346314846311936,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-15T19:11:25.892439
-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,DRUNet,0.95,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.5541445463895798e-06,25.224650173187257,2.2176811675553387,0.2480976234748959,0.1015631872699862,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-15T19:11:25.892439
-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,DiffUNet,0.95,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.454958692193031e-06,25.281302909851075,2.140260769465389,0.2419390026479959,0.0986180069957494,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-15T19:11:25.892439
-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,,,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.5441328287124634e-06,9.512997033596038,4.2481572788971205,1.0076090753078462,0.2238320048788994,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,0.05,,2026-06-15T19:11:25.892439
-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,,,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,2.405839040875435e-06,10.201244723796844,4.497850527841695,0.9407196876406668,0.2290920590869099,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,0.1,,2026-06-15T19:11:25.892439
-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,DRUNet,,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,2.2079329937696457e-06,23.67890115737915,2.709127090655968,0.4080543829500675,0.1571893019201403,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,1000.0,2026-06-15T19:11:25.892439
-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,DiffUNet,,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.9709113985300064e-06,23.3793065738678,2.7488975647322693,0.3685829572752118,0.1609928070020594,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,1000.0,2026-06-15T19:11:25.892439
-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,0.3,256,False,1,1.7639249563217163e-06,27.198805465698243,2.317799204669352,0.1337065869569778,0.0506720215186471,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-15T19:11:25.892439
+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,DRUNet,0.95,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.5369150787591934e-06,27.42289459228516,2.494534652508545,0.1008007637411356,0.0398548898189961,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-17T20:35:27.310405
+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,DiffUNet,0.95,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.576961949467659e-06,27.05676362991333,2.704308550052285,0.091813709270209,0.0346314846311936,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-17T20:35:27.310405
+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,DRUNet,0.95,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.5541445463895798e-06,25.224650173187257,2.2176811675553387,0.2480976234748959,0.1015631872699862,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-17T20:35:27.310405
+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,DiffUNet,0.95,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.454958692193031e-06,25.281302909851075,2.140260769465389,0.2419390026479959,0.0986180069957494,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-17T20:35:27.310405
+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,,,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.7010606825351715e-06,9.512997033596038,4.2481572788971205,1.0076090753078462,0.2238320048788994,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,0.05,,2026-06-17T20:35:27.310405
+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,,,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.6391277313232422e-06,10.201244723796844,4.497850527841695,0.9407196876406668,0.2290920590869099,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,0.1,,2026-06-17T20:35:27.310405
+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,DRUNet,,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.726904883980751e-06,23.65049077987671,2.724295705621895,0.4134328616037965,0.1608406340877665,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,1000.0,2026-06-17T20:35:27.310405
+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,DiffUNet,,datasets/div2k.py,Inpainting,ZeroNoise,0.3,256,False,1,1.7599668353796003e-06,23.44183819770813,2.635888362459061,0.3632503978163004,0.1498194165440657,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,1000.0,2026-06-17T20:35:27.310405
+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,0.3,256,False,1,2.03610397875309e-06,27.198805465698243,2.317799204669352,0.1337065869569778,0.0506720215186471,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,,,2026-06-17T20:35:27.310405