Mercurial > repos > PredictPDPS / file revision

# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 1724, 3587, 1245, 3791, 3652, 3628, 1138, 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1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_greedy_15_10000_9000", dynrange = 1.0, Λ = 1.0)
iter	time	function_value	psnr	ssim
1	1.1500000255182385e-5	553620.2403760896	-0.14938477322295188	0.005295187802576954
2	0.029766416002530605	469883.41574290924	0.3332251561625621	0.007832682926794787
3	0.04424104100326076	438407.6512256867	0.7010186131384211	0.01004632621583047
4	0.07396241600508802	392778.1551402544	1.0253274775885985	0.012257067115236423
5	0.08843708300264552	356317.0312315442	1.3272349514728334	0.014437966461590436
6	0.11808799998834729	317513.7971024958	1.6095616394374337	0.015214218292405034
7	0.1325647920020856	279483.1825502551	1.916363242296473	0.017246130705810974
8	0.1620686249807477	242290.0033317477	2.2269533687688496	0.019715881972411507
9	0.1767587919603102	202060.7665660593	2.558656658718397	0.02239168666193922
10	0.20615812594769523	164100.27720898896	2.8817892160276317	0.02439858237063705
11	0.22078920996864326	127872.70726382827	3.219985269874783	0.02763388543331103
12	0.25106720995972864	91629.5077130603	3.556001197799633	0.0306894677620353
13	0.2657002099440433	56481.04527565606	3.90437350291794	0.03469483766097264
14	0.2952019599615596	21361.473074476362	4.2572541963916875	0.039901169920085675
15	0.31061195995425805	-7108.543775977211	4.590405475289975	0.04311725318476962
16	0.34164062593481503	-38299.138930370886	4.951678227271029	0.050146494343168355
17	0.3568293339340016	-55102.571536458934	5.233831690493219	0.05160995795406871
18	0.38693225095630623	-100313.97732806295	5.695288878231137	0.0681512585777034
19	0.40184158395277336	-131102.59293175454	6.08391429708894	0.08168933041329474
20	0.43157029192661867	-161054.267560606	6.478750721908995	0.0942212801195893
30	0.654042124922853	-372592.4349662114	10.615201599863994	0.3572451454434039
40	0.8750987919338513	-458910.95167731954	14.341691956088757	0.5273280488094045
50	1.0948669169447385	-484567.9989557289	16.399244195419463	0.6241771729298102
60	1.3180282089451794	-489153.3623667136	17.23549958922575	0.6892554637886293
70	1.5439977509377059	-489532.7944191218	17.64787751892523	0.7204536147626037
80	1.7674598759622313	-489836.6611643305	17.9659461401369	0.7438157038366121
90	1.9955875009472948	-490510.7398324642	18.17736618305313	0.75878872360435
100	2.218675875948975	-490481.4059297107	18.316088091768677	0.7683577015777575
110	2.4294606679468416	-490504.622387642	18.349618421859866	0.7752394840720811
120	2.6546206269413233	-490783.1342000103	18.432102115194237	0.7795329493833179
130	2.881909460935276	-491046.9211906394	18.14664737780611	0.7744021977139927
140	3.1071057529188693	-491400.3723574402	17.785398167012946	0.758434411435825
150	3.3332010029116645	-491116.04538404656	18.41654626961008	0.7835155812505924
160	3.5577185859146994	-490655.3441118446	17.803516409045265	0.7730116440486154
170	3.780246419919422	-490780.3996018724	18.652794285816217	0.7900677211875968
180	3.997998044913402	-490444.37859476905	18.413762538483603	0.7891866495518876
190	4.2139695039368235	-491287.23800359183	18.431154588584043	0.7899806504309158
200	4.430470295919804	-490356.776847257	18.18808513592399	0.788707899326294
300	6.65944862892502	-490855.5447134145	18.697978760999234	0.795465364333155
400	8.90784900393919	-490687.91258792323	18.736007420252918	0.7991587951078982
500	11.112923919950845	-490396.1877311089	18.690181004482856	0.7991564595568992
600	13.345981335965917	-491297.0904834731	18.859954194939842	0.8070226683144298
700	15.519429085950833	-490828.66558711213	18.819306607688777	0.8046935709435092
800	17.742229835974285	-490627.42371299537	18.77516672915975	0.8047355227784108
900	19.937712752987863	-490915.4119436848	18.871938611326296	0.807043244439515
1000	22.159975168993697	-491442.53876236634	18.61275450458465	0.79881505699368
1100	24.38160321098985	-491943.5078015174	20.641121718061942	0.8642838126982828
1200	26.542498752009124	-491765.2217350183	21.433243172146	0.8879480548016718
1300	28.764076419000048	-492105.51103315933	21.917304960364437	0.9004971394445248
1400	30.942010626982665	-492035.14053041197	22.265038847388524	0.9080067098070279
1500	33.14589650198468	-492006.6608338374	22.54677407016885	0.9141830959170487
1600	35.38027675199555	-492068.69651510805	22.777565028218532	0.9192117862318067
1700	37.56497270998079	-491972.87675717677	22.9780131554082	0.9227405484891432
1800	39.783672917983495	-492157.60745257017	23.153334540799023	0.9256496527938952
1900	41.98748958398937	-492128.3987439916	23.30167843670465	0.9265990895962319
2000	44.19980379298795	-492172.2469822088	23.43755103965229	0.9295346141174645
2100	46.431782209983794	-490821.6498948187	18.99500796956483	0.8118398722506242
2200	48.57379700097954	-492036.6243687256	18.6047055247475	0.7841355606610075
2300	50.79017295897938	-489786.7471673977	18.700412590669988	0.7991517210926227
2400	52.991782541997964	-490667.8028671533	18.78313465779167	0.8038184205307557
2500	55.19091295899125	-491498.16798499133	18.519145792496005	0.7968107461658334
2600	57.42067345898249	-491098.51520298154	18.880455729464792	0.8073522083109268
2700	59.58209704197361	-490806.0284926891	18.782606430443288	0.802963125934824
2800	61.80615545794717	-490916.45272991306	18.88517617538247	0.8062827756021971
2900	63.99829412496183	-491369.43163790484	18.83721444955452	0.8072818302736371
3000	66.17000520793954	-490863.3753110202	18.80346129111025	0.8033687478215932
3100	68.40531437494792	-492184.56999877974	18.26255734856119	0.7868294506295177
3200	70.55940308296704	-489880.1327103158	17.177274281041544	0.756137099649918
3300	72.77196879097028	-491482.63481224765	18.291428018596147	0.781119853004272
3400	74.96345741595724	-490561.78275627794	18.38285479470515	0.7797167203464308
3500	77.13690737396246	-491471.1669374928	18.646427309630656	0.7976260715392336
3600	79.3668362069584	-491677.4624510301	20.611749451363764	0.8638402072625154
3700	81.52104841495748	-492026.5972511716	21.41507353063782	0.8863408246719209
3800	83.69496624893509	-491835.5435341199	21.902136276937107	0.8997285535508724
3900	85.87507574891788	-492025.4075260732	22.25224924631396	0.9072306375508541
4000	88.06400516591384	-491800.7559940133	22.520445514773005	0.9144301071722113