# 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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3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 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_dualscaling_15_10000_9000", dynrange = 1.0, Λ = 1.0)
iter	time	function_value	psnr	ssim
1	9.459006832912564e-6	553620.2403760896	-0.14938477322295188	0.005295187802576954
2	0.029638000996783376	469869.0972701791	0.3312679535157725	0.007808912497963319
3	0.04431429298711009	438539.4235438393	0.6988800130238771	0.009995180697644823
4	0.07477008397108875	392886.6307588309	1.0231521926220126	0.012171847485767377
5	0.08931958395987749	356520.6656556148	1.3250049121595333	0.014291461748538107
6	0.11885612498736009	317727.71865927865	1.6070132533050199	0.015048891152421586
7	0.1334494579641614	279644.0314285583	1.9139030505592567	0.017024714635774093
8	0.1630665409611538	242450.57695313919	2.2244618565391097	0.01941607624530472
9	0.1776729989796877	202179.5330617229	2.556169048368041	0.021991864870036126
10	0.20717999897897243	164204.71254781322	2.8791562781207625	0.023923232206751202
11	0.22169358297833242	127977.25397391051	3.2172292724200577	0.02700685225724015
12	0.25210533299832605	91718.43298721775	3.5531927384535367	0.02996680402404673
13	0.26657549999072216	56556.4984187559	3.9014426773807553	0.03386004957066077
14	0.2961006250116043	21432.899152901966	4.254214737202803	0.03898822742447744
15	0.3114484580291901	-7049.832552239372	4.587386173732887	0.041944090874824126
16	0.3414385410142131	-38244.73980239608	4.948534857486143	0.04871420466756655
17	0.35600245802197605	-55075.12857267428	5.230550985730289	0.05016858462512336
18	0.38607641600538045	-100308.36518423846	5.6917939792962535	0.06665539935568154
19	0.4006184989993926	-131105.23323612337	6.080174932439543	0.08010369378692445
20	0.4301821650005877	-161052.66204368765	6.474675892793056	0.09246199798005486
30	0.6535404989845119	-372560.8335949622	10.60806871684351	0.35152957388881856
40	0.8758998329867609	-458920.5179038892	14.330219974040979	0.520245739137113
50	1.09859129099641	-484570.7867157535	16.390241759718617	0.615295107997621
60	1.3190659989777487	-489164.46899357194	17.235026017992737	0.681782421088547
70	1.5347324989852495	-489548.7826026185	17.654673859306847	0.7149017775995365
80	1.7507830409740563	-489855.7303699561	17.98002947599105	0.7395385876242956
90	1.967961040965747	-490532.3396843581	18.19697525298559	0.7551661714546214
100	2.185009498964064	-490503.4907667867	18.34163767912188	0.7657507718360386
110	2.3899176239501685	-490527.19909723947	18.3786592280878	0.7735095367934549
120	2.6117927489685826	-490805.0554061546	18.46448207557987	0.778524728711353
130	2.832177582953591	-491064.91033372196	18.17138947897935	0.7737162504638317
140	3.052358666958753	-491412.47581897676	17.803185094473342	0.7578003974882759
150	3.2733684169652406	-491138.79223456513	18.452192488789816	0.7838543441952588
160	3.4932954579708166	-490667.37451029185	17.822529067077962	0.7732908171471067
170	3.7129570419783704	-490808.46289821353	18.702146973228025	0.7912606498186909
180	3.9373600829858333	-490472.85447851376	18.46420554559048	0.7906595132076055
190	4.157741666975198	-491312.8864799966	18.47839229942758	0.7914464728988448
200	4.377149374980945	-490376.6953107163	18.225261884878286	0.7902368616986103
300	6.5625800419657025	-490881.5191181086	18.75314381289482	0.7979215819888933
400	8.722515666973777	-490717.15612777456	18.79667923990103	0.8018609793240149
500	10.91960999998264	-490421.7839587139	18.745142690478552	0.8014821619825743
600	13.088146333990153	-491325.92121490394	18.919425294594983	0.8096366081642012
700	15.28793420898728	-490853.97678464284	18.87601199370031	0.8070470083371624
800	17.45693979196949	-490653.9292729743	18.82769909252065	0.8070603532914074
900	19.616659166960744	-490942.9689652324	18.928749447836204	0.8096495689955825
1000	21.80972008293611	-491465.5711628542	18.660742375316765	0.8011142877120945
1100	23.9628858329379	-491946.88794765517	20.67558823033924	0.8653007821998695
1200	26.17510720793507	-491766.3422035412	21.462842509566396	0.8886628144584616
1300	28.35145945791737	-492106.07069756335	21.944311932781837	0.9010517552738464
1400	30.545627665909706	-492035.48133544443	22.289527956771607	0.908448596083115
1500	32.81782899890095	-492006.93879667175	22.569315594168053	0.9145484053762469
1600	35.03455779090291	-492068.9017486774	22.79824470499012	0.9195134157531404
1700	37.25703120790422	-491973.0310604263	22.997121007979374	0.9230074302918422
1800	39.42082170789945	-492157.73635658337	23.170784486322592	0.925879554078814
1900	41.63205345789902	-492128.49976334634	23.3177373013605	0.9268024468120033
2000	43.818800915876636	-492172.3425670947	23.45233100596471	0.9297203557837488
2100	46.01111812487943	-490842.057390945	19.055320991208788	0.8144417837650987
2200	48.21904091586475	-492063.31699524866	18.663198209301694	0.7865965489623984
2300	50.38236708185286	-489813.78735269187	18.757477797979984	0.8018446058090832
2400	52.59192074785824	-490694.24832789623	18.837463090630592	0.8064094018364263
2500	54.76805841384339	-491524.38262176845	18.568998877483562	0.7993307567087444
2600	56.97651670585037	-491127.8300477135	18.94064619562853	0.8100960261715391
2700	59.18318745584111	-490833.785072626	18.84076293568408	0.8054348487654868
2800	61.33551478886511	-490945.180226586	18.944438343550857	0.8088710802330208
2900	63.558369621867314	-491397.1377536733	18.89448728549836	0.8098513938297643
3000	65.71947995485971	-490890.3340291773	18.859910459365686	0.8059136199004987
3100	67.92571903785574	-492205.2483528276	18.304793566156274	0.7888246396623056
3200	70.12839116284158	-489890.1135427366	17.187934995978793	0.7576264749671228
3300	72.28902649582596	-491507.81812910986	18.340369759294724	0.783366567007756
3400	74.5045136208355	-490591.27506512665	18.440396531816354	0.782064891442958
3500	76.65856078782235	-491500.94224139565	18.703321883359585	0.8003380395635323
3600	78.8717083708325	-491680.9585763708	20.648657793879316	0.8650640956287767
3700	81.04496749583632	-492027.6668369326	21.44660290966482	0.8871939578392454
3800	83.20594462082954	-491836.02728745685	21.93080588387909	0.9003630185061029
3900	85.4032742458221	-492025.7284686548	22.278510922238016	0.9077537100457032
4000	87.52887237083632	-491800.99029709626	22.54439971127928	0.9148342320174057
