# 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, 1095, 1604, 1848, 1155, 1111, 1916, 1906, 1251, 3938, 1341, 1753, 1278, 1221, 1621, 3731, 1497, 1819, 1845, 3728, 3809, 3677, 3617, 1521, 3713, 1539, 1670, 3803, 1672, 1808, 1661, 3729, 1056, 1610, 1236, 3504, 3571, 3743, 3722, 3507, 1070, 1994, 1548, 1357, 1903, 1580, 1678, 1004, 1091, 1147, 1045, 1255, 1635, 3526, 1001, 3786, 1972, 1274, 1336, 3940, 3792, 1157, 1836, 1073, 1612, 1282, 3835, 1448, 3856, 3757, 3740, 3648, 3815, 1578, 3691, 1304, 2000, 1372, 1849, 3877, 3979, 1475, 1585, 1783, 3859, 1378, 3602, 1719, 3614, 1259, 1528, 3956, 1325, 1287, 1935, 3574, 1019, 1913, 3770, 1354, 1238, 1559, 1249, 1818, 1021, 1519, 3844, 1201, 1313, 3851, 1362, 1326, 3696, 1449, 1054, 3825, 1120, 1908, 3657, 1923, 1302, 1637, 3690, 1232, 1395, 1344, 3965, 1698, 3530, 1208, 1811, 1333, 1941, 3817, 1458, 1865, 3886, 1116, 3931, 3926, 1268, 1732, 3568, 3828, 1714, 1494, 1846, 3702, 3923, 1642, 1398, 3616, 1883, 1079, 1506, 1186, 1582, 3773, 3806, 1043, 1535, 3858, 1872, 1103, 1319, 3972, 1246, 1152, 1409, 1560, 1996, 3903, 1145, 1767, 1680, 1792, 1141, 1009, 1566, 1137, 1360, 1565, 1854, 1588, 1538, 3519, 1315, 1681, 1723, 3681, 3917, 1283, 3509, 1825, 3868, 3870, 3819, 1770, 3593, 1063, 1235, 1614, 1166, 1064, 3641, 1355, 1151, 1169, 3700, 3973, 3986, 4000, 3784, 1452, 1479, 3962, 3508, 1576, 1830, 3644, 1183, 3599, 1842, 1377, 3566, 1046, 1564, 1493, 1180, 3550, 1007, 3837, 1256, 1993, 3850, 1759, 1998, 3922, 3697, 1909, 3609, 1040, 1937, 1728, 3525, 3990, 3759, 1384, 1562, 3658, 3925, 3971, 3649, 1675, 3928, 1600, 3693, 1543, 1172, 1135, 1607, 3737, 3977, 3852, 1966, 1471, 1618, 3680, 1927, 1309, 1529, 1797, 3764, 3909, 1664, 1999, 3801, 1476, 1403, 1041, 1839, 1813, 1595, 1900, 3620, 1442, 1296, 3751, 3505, 1123, 3832, 1743, 1942, 1228, 1381, 3501, 1899, 1901, 3703, 1727, 1177, 1850, 3613, 1393, 1886, 1434, 1469, 3880, 1591, 1673, 1027, 1581, 1002, 1113, 3882, 3686, 1391, 1260, 1109, 1383, 3622, 3576, 1429, 1435, 3556, 1634, 3861, 1676, 1012, 1987, 1730, 1425, 1347, 1620, 1831, 3821, 3905, 1198, 3952, 3625, 1140, 1404, 3955, 1720, 1414, 3901, 1875, 3684, 3933, 1544, 3692, 1394, 1761, 1006, 1748, 3541, 3788, 1207, 3862, 1523, 1067, 3579, 3727, 1284, 1044, 1066, 1488, 1520, 1961, 1016, 1617, 1763, 1706, 1159, 3590, 1337, 1781, 1771, 1766, 3607, 1912, 1483, 3747, 3920, 1252, 1167, 1324, 1793, 1294, 1127, 1192, 1352, 3753, 1944, 3775, 1988, 3744, 1156, 1895, 1921, 1917, 1170, 1631, 3582, 1068, 1701, 1542, 3793, 3569, 1705, 1345, 1597, 1321, 1290, 1666, 1189, 3538, 3633, 1623, 1505, 1744, 1622, 1047, 1834, 3769, 3534, 3707, 1779, 1218, 3584, 3807, 1272, 1958, 1639, 1982, 1132, 1816, 1667, 1887, 1379, 3567, 3585, 1173, 1051, 1729, 1303, 1507, 1650, 1205, 1862, 1871, 3954, 1463, 1656, 1777, 1918, 3547, 3627, 1240, 1334, 1653, 3708, 1129, 3823, 1416, 1482, 1624, 1413, 3799, 1933, 1665, 1086, 1496, 1555, 1243, 3748, 3522, 1866, 3863, 3883, 3983, 1525, 1204, 1380, 1225, 1919, 1550, 1035, 1470, 1184, 1649, 1216, 3725, 1194, 1693, 3517, 3621, 1963, 1048, 1514, 1660, 1440, 1231, 1545, 1286, 3798, 1758, 1125, 1584, 1700, 1852, 1332, 3826, 1220, 1415, 1734, 1615, 3812, 1951, 3527, 3985, 1776, 1267, 1472, 1013, 3756, 1323, 3957, 1754, 3726, 1485, 1930, 1212, 1645, 1997, 1134, 1847, 1322, 3787, 1311, 1551, 1078, 1081, 1101, 1490, 1110, 1764, 3660, 1003, 1697, 1230, 3736, 1197, 1643, 1911, 1298, 1527, 3811, 1242, 1420, 3839, 1696, 1474, 3561, 1806, 3797, 1568, 1269, 1348, 3624, 3539, 1209, 1153, 3642, 3988, 3704, 1626, 3896, 1737, 1178, 1486, 3712, 1423, 1353, 1890, 3518, 3885, 3996, 3721, 1014, 1694, 1860, 3818, 1952, 1387, 1879, 1124, 3829, 3664, 3595, 3610, 1695, 3667, 1461, 1804, 1567, 3827, 1389, 1587, 3881, 1328, 1182, 1349, 1386, 1426, 1445, 3654, 1306, 1112, 1782, 1084, 1513, 1467, 1736, 1133, 1262, 1931, 1340, 3942, 1794, 1060, 3558, 1264, 1271, 1596, 3783, 1962, 1162, 3560, 3929, 1833, 1508, 3647, 1316, 3813, 1291, 1206, 1613, 3531, 1837, 1281, 1740, 3840, 1799, 3932, 1417, 1428, 1258, 1254, 1358, 1707, 1577, 3750, 3968, 1072, 1686, 3678, 3573, 1108, 3589, 1644, 1750, 1838, 3565, 3854, 1973, 1853, 3715, 3594, 3842, 1751, 1950, 3669, 1011, 3998, 1008, 1396, 1093, 1983, 1148, 1450, 1314, 1176, 1583, 3867, 1757, 3846, 3626, 1843, 1010, 1422, 3830, 3710, 1503, 3778, 1457, 1722, 3910, 1965, 3911, 1468, 1616, 1191, 1293, 1351, 1094, 3913, 1515, 3665, 1844, 1401, 1193, 1037, 1092, 1932, 1877, 3761, 3875, 1477, 3884, 1366, 1335, 1297, 3777, 3969, 1702, 1361, 1088, 1473, 1594, 3895, 3572, 3802, 1510, 1163, 1301, 1142, 1265, 1684, 1975, 1022, 1224, 1139, 1436, 3772, 1752, 3833, 3675, 1233, 1214, 1237, 1465, 1652, 1367, 3987, 1690, 1893, 3597, 1431, 1130, 1055, 1870, 3745, 1000, 1305, 1970, 3831, 1257, 1629, 1460, 1196, 1363, 1876, 1327, 3536, 1190, 1885, 1762, 3716, 1924, 1029, 1627, 1891, 3662, 1076, 1034, 1061, 1462, 1599, 3637, 1682, 1119, 1765, 1534, 1026, 1312, 1948, 1943, 1598, 1146, 1300, 1484, 1042, 1784, 1331, 1097, 1310, 1824, 1203, 1499, 1685, 1810, 1082, 3876, 3580, 3653, 1721, 3537, 1914, 1747, 1657, 1986, 1715, 3709, 1981, 3992, 1934, 1980, 1679, 1571, 3927, 1089, 3623, 3533, 3650, 1279, 1018, 3553, 3741, 3984, 1775, 1925, 1495, 3735, 1023, 3600, 1211, 3611, 1822, 1524, 1829, 3892, 1926, 3699, 1418, 1031, 1080, 1840, 1263, 3908, 1270, 1756, 3659, 1248, 3562, 1350, 3544, 1537, 3874, 3894, 3897, 3532, 1478, 1215, 1411, 1553, 1638, 1038, 1364, 3959, 1406, 3635, 1541, 1976, 1441, 1407, 1710, 3845, 1516, 3780, 3666, 3824, 1057, 1857, 3720, 1408, 3888, 1330, 1894, 1114, 3763, 1531, 1969, 3934, 3906, 1785, 1558, 1726, 1960, 3790, 1532, 3695, 3995, 1795, 1716, 1668, 3596, 3732, 3618, 1907, 3563, 1502, 1511, 1633, 3918, 1791, 3630, 3766, 1371, 3948, 1802, 1946, 1187, 1421, 1552, 3723, 1889, 1755, 1397, 3640, 1005, 1995, 1165, 1659, 3834, 1400, 3890, 1971, 1164, 1104, 1234, 1881, 3991, 1244, 1647, 3871, 1222, 3964, 3506, 3774, 3916, 1121, 1498, 1878, 1547, 1025, 1640, 1424, 3742, 1863, 3724, 3836, 3843, 1540, 3632, 1405, 3670, 3980, 1343, 1059, 1671, 3873, 1049, 1735, 3767, 1630, 3779, 1821, 1464, 3588, 3978, 1786, 1455, 1851, 1979, 3545, 1856, 3760, 3717, 1832, 3639, 3535, 1805, 3528, 3872, 1892, 3781, 3730, 3543, 1365, 1053, 3796, 3899, 1788, 3752, 1920, 3866, 1122, 3936, 1945, 1586, 1984, 1898, 3701, 3604, 3838, 3921, 3583, 1512, 1107, 1247, 1787, 1033, 1855, 1651, 3638, 1087, 1882, 1188, 3941, 1077, 3513, 3999, 1692, 3820, 1619, 1359, 1742, 1253, 1609, 1593, 1590, 3970, 3516, 1131, 1569, 1501, 1017, 1772, 1874, 3912, 1654, 3864, 1223, 1241, 3661, 3668, 1150, 1768, 3961, 1250, 1632, 1280, 1884, 1712, 1575, 1105, 3521, 1433, 1202, 1481, 3656, 3689, 1938, 1954, 3860, 1213, 1641, 3902, 1557, 1158, 3629, 1796, 3552, 1320, 3945, 3575, 1688, 1803, 3958, 1790, 3810, 1154, 1292, 3603, 3785, 3967, 1992, 1800, 3694, 1382, 1308, 3949, 3994, 1275, 1674, 3869, 1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 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_primalonly_15_10000_9000", dynrange = 1.0, Λ = 1.0)
iter	time	function_value	psnr	ssim
1	9.08400397747755e-6	553620.2403760896	-0.14938477322295188	0.005295187802576954
2	0.030198543012375012	469791.524672931	0.33115916461698314	0.007807962112452199
3	0.04402333500911482	438525.9690544625	0.6989996626758826	0.009997886556850551
4	0.07329429301898926	392850.71101904224	1.023447536833673	0.012178637856317995
5	0.08765204300289042	356479.06915460085	1.325266021949745	0.014307158778875187
6	0.11734925099881366	317680.8654981554	1.6076568324662446	0.01508650166737932
7	0.1316556679958012	279605.22474440525	1.9147666482053616	0.017093956887344202
8	0.16131187698920257	242412.21291436156	2.2252427119793285	0.019500675130989242
9	0.17519287700997666	202149.23719445613	2.5569113847831346	0.022102617810345386
10	0.20396487700054422	164186.5670805819	2.880157362380003	0.02409192275086555
11	0.21776954401866533	127959.76520312918	3.218164710086992	0.027204016791562154
12	0.24669862701557577	91707.5118582404	3.5542928780816037	0.030232722698272776
13	0.26052091902238317	56542.340057626694	3.9026480501432177	0.03418529240641463
14	0.2896200440300163	21429.97276351247	4.255577559642633	0.03940026598311938
15	0.30342325201490894	-7044.473336804769	4.588669572901737	0.04240610062197513
16	0.33262154401745647	-38232.59203521269	4.94978892199798	0.04925175283748498
17	0.34645433601690456	-55036.92733789879	5.2317288483464015	0.050644321142877397
18	0.37513058600598015	-100278.84704204497	5.69308970009959	0.06721409983855638
19	0.38929208600893617	-131067.15930706025	6.081634318359807	0.08075626407239436
20	0.4181199610175099	-161009.4658753423	6.476429742399597	0.0931781152137098
30	0.6320738770009484	-372534.9384572417	10.61101692338469	0.3543011332896566
40	0.8446014609944541	-458892.9631241955	14.334921945820625	0.5242700378629306
50	1.0583125019911677	-484558.9415346343	16.392881719844464	0.6207592747814757
60	1.2741044180002064	-489149.9910194225	17.231862321636356	0.6860536522145495
70	1.4865431259968318	-489530.7056826222	17.64682503741	0.7178534646957802
80	1.697457417001715	-489835.18126808933	17.966601054331644	0.7417835825084346
90	1.9086130000068806	-490510.18003364094	18.17906945814154	0.7573290295018194
100	2.113555666990578	-490480.2098662522	18.32005014787275	0.7673195910128219
110	2.305440041993279	-490504.452031416	18.35504766946224	0.774553937590393
120	2.515523457987001	-490781.17401940655	18.43807668560251	0.7790060419362614
130	2.7317313750099856	-491045.230331263	18.150255957238272	0.7740165281354412
140	2.945898042002227	-491399.6894541521	17.790075341659133	0.7582300592392448
150	3.1608263759990223	-491115.4694041457	18.420696350583036	0.7833243033136368
160	3.373031250986969	-490655.15874269727	17.806825491830118	0.772907092010429
170	3.585880542988889	-490780.80105771683	18.659423534395703	0.7900490325355398
180	3.8026652929838747	-490444.37793877115	18.42226389426186	0.7892235316453161
190	4.015194333973341	-491286.7670405817	18.4400404007526	0.790003992186092
200	4.227954249974573	-490356.4359076833	18.194642789112322	0.78871568075979
300	6.339345874992432	-490854.35873022414	18.703915657435793	0.7954016903654432
400	8.395198624988552	-490686.84646227595	18.74132391234859	0.7991024540266095
500	10.49823920900235	-490393.5383611863	18.693920299816906	0.798985133947306
600	12.598640416981652	-491295.6673968662	18.865941532731334	0.8069116234465675
700	14.698248374974355	-490825.8655131835	18.82798180204645	0.8045901437583702
800	16.82021979195997	-490626.5845333696	18.779486000697776	0.804650244648955
900	18.88748624996515	-490913.41768064705	18.876518224197866	0.8069007093399779
1000	21.004502999945544	-491439.80117941106	18.6164320257533	0.7986116861127657
1100	23.121455166954547	-491944.00364696496	20.64710209816832	0.8642770914710836
1200	25.193116957962047	-491765.4361664861	21.438956668023557	0.8879442865545102
1300	27.308637832960812	-492105.64387858997	21.9228696817525	0.900504305067156
1400	29.38307479195646	-492035.21659124177	22.27020275654573	0.9080157983719754
1500	31.491083249944495	-492006.7168636336	22.551550858676034	0.9141886740026464
1600	33.6162726249313	-492068.7442196842	22.78204178730256	0.9192157065996178
1700	35.658880582952406	-491972.90436211094	22.98217025106847	0.9227428101245816
1800	37.76084037494729	-492157.62979879574	23.157106799363977	0.9256482870752368
1900	39.857911082945066	-492128.4180377395	23.305142159095094	0.9265963121977283
2000	41.93289870794979	-492172.26572306885	23.440774379189172	0.929531709977988
2100	44.05567241695826	-490819.2328525151	19.00103989246761	0.8116787848213052
2200	46.114616375940386	-492035.58783819975	18.610566824763804	0.7840942844564827
2300	48.20839654293377	-489786.76594222494	18.707216401214502	0.7991407557184312
2400	50.31643654292566	-490665.2606229207	18.78753513338253	0.8036353863851154
2500	52.382834542921046	-491498.59299819754	18.529286797251153	0.796826485772735
2600	54.50676625192864	-491096.66700877005	18.885582100500923	0.8072323379047979
2700	56.567623376933625	-490804.1604889488	18.78991603743805	0.8028795427124655
2800	58.623581418942194	-490916.21927612944	18.890958533186094	0.806172328811817
2900	60.74182687693974	-491368.4693366219	18.84322170076716	0.8071619241036874
3000	62.78344479293446	-490860.6724635978	18.807858350713527	0.8032638193907273
3100	64.8773775009322	-492181.4478870791	18.26457877258973	0.7866330819575733
3200	66.96016337594483	-489878.0653876359	17.176725750149625	0.7559966218540449
3300	69.01264912594343	-491480.8939840038	18.295140927861056	0.7809686573080977
3400	71.1355865849473	-490561.78955647955	18.390097040373355	0.7798004123332913
3500	73.19834620994516	-491471.1919548786	18.65540946639308	0.7976254201741978
3600	75.31760125193978	-491678.0111916641	20.618138041449118	0.8638799166690195
3700	77.41080354392761	-492026.8065518939	21.420928164380175	0.8863786470604776
3800	79.4469147939235	-491835.6526123185	21.907606258705613	0.8997675982839353
3900	81.50735625289963	-492025.4869937444	22.25739774790242	0.9072707070806193
4000	83.59558983589523	-491800.8150405883	22.525211009913647	0.9144701402547869
