# 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 = 0.2, 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_20_10000_9000", dynrange = 1.0, Λ = 1.0)
iter	time	function_value	psnr	ssim
1	9.08400397747755e-6	555362.1431745938	-0.14938477322295188	0.005295187802576954
2	0.028696583991404623	470935.1987506583	0.33383629126346565	0.007839749186720642
3	0.04279550097999163	439062.3463292306	0.7017074296996452	0.010063936555374797
4	0.07128866799757816	393273.13045255956	1.0260525743241482	0.012284202942329566
5	0.0852513340068981	356673.0077254753	1.3279667241211244	0.01448439732119855
6	0.11360662500374019	317845.222403554	1.610483121032844	0.015274347846440404
7	0.12822829201468267	279771.03044175863	1.9173369331880177	0.017333395536013103
8	0.15654637501575053	242532.74091913475	2.2279208106480035	0.019832178709991613
9	0.17050920802284963	202281.70737551866	2.5595930914398872	0.0225436511464744
10	0.19956554099917412	164308.64879908419	2.8828267495067275	0.024589777061305537
11	0.21352941598161124	128055.18634299758	3.221028226092862	0.027877884081064806
12	0.24196912397746928	91802.39883049602	3.5570989523425283	0.03098441830172428
13	0.25595341599546373	56643.87318180717	3.9055193658227347	0.03504313297286582
14	0.28427291600382887	21518.110567094118	4.258440403725462	0.04030298338702554
15	0.29825229101697914	-6952.895759482631	4.591537205564235	0.04359054521999681
16	0.32678366600885056	-38151.14455586957	4.95282198028204	0.050684948459981914
17	0.34085533302277327	-54947.46888302771	5.234940445168817	0.052133416194094395
18	0.3694030000187922	-100169.9016877382	5.696516700162585	0.06869651545066727
19	0.3833954590081703	-130959.04036624522	6.085222674541864	0.08230972192943317
20	0.411963751015719	-160912.5789632707	6.480195696267442	0.094863439421312
30	0.6261272090196144	-372496.0466900963	10.617735285626186	0.3593041744359234
40	0.8417755000118632	-458828.89483030874	14.345923511274542	0.5299972987764403
50	1.0590323750220705	-484511.98607298866	16.40266254861816	0.6274945882328007
60	1.2762091670301743	-489105.3079383216	17.2354790951471	0.6918785420926681
70	1.4930545000243	-489486.7521551927	17.64497344118929	0.7221990625254775
80	1.7091787090175785	-489791.474785233	17.96025292610485	0.7450964650450194
90	1.9263342090125661	-490466.0673257938	18.169610926703644	0.7598197167389893
100	2.1469617090187967	-490437.4884478166	18.30657500955884	0.769011485092526
110	2.351271417021053	-490461.49951968313	18.33856080595758	0.7755634292443094
120	2.5685286259977147	-490740.6027418508	18.42052692151477	0.7795808897932939
130	2.7887043340015225	-491005.99758639775	18.137254729793383	0.7742850002478718
140	3.0048343339876737	-491361.21979652	17.779061950661845	0.7582571758059787
150	3.2247340839821845	-491074.53839467716	18.403624303090684	0.7830111418636821
160	3.446106958988821	-490615.8385439598	17.795137765717747	0.7724186008653233
170	3.6643259589909576	-490737.6811170987	18.63557493887521	0.7892199730994418
180	3.883064541994827	-490400.8707893964	18.3953333402383	0.7881678251529352
190	4.101137374993414	-491244.7315424581	18.4148782657709	0.7889629281502933
200	4.322408542007906	-490315.2548823701	18.173755601307583	0.7876107999787665
300	6.487248041987186	-490814.19985657005	18.68062586346756	0.7941030255188439
400	8.691644708975218	-490644.34753706615	18.716149374428394	0.7977866503458118
500	10.894992958987132	-490354.5464797025	18.67251793316281	0.7979510893950952
600	13.104001833999064	-491253.6519878943	18.84130380146574	0.8057539021708839
700	15.291163791989675	-490785.96928215196	18.80155813084263	0.8035118323642173
800	17.450041250966024	-490584.6784228259	18.75874118336474	0.8036115308881275
900	19.64157087597414	-490872.39900477	18.854752878509487	0.8058063099830903
1000	21.81209095896338	-491401.9509895222	18.599063110209652	0.79767516308315
1100	24.025389374961378	-491883.2497760653	20.632086641561752	0.8632490967959312
1200	26.21195762496791	-491704.7842934071	21.444135541526595	0.8869403606767845
1300	28.368555291963276	-492045.5325473891	21.940596430438134	0.8992465907750872
1400	30.52647308295127	-491975.78978231864	22.291967763206753	0.9065916217312735
1500	32.673485665931366	-491947.664143274	22.5726383056319	0.912582603401311
1600	34.84395979094552	-492010.22724813636	22.795269920597644	0.9175048029866608
1700	37.01057924996712	-491914.3643710402	22.98597926732528	0.9207976374566349
1800	39.15401499994914	-492098.5438181533	23.148248739736136	0.9235969057702109
1900	41.346567333937855	-492068.96504866163	23.280071295449105	0.9244004272514095
2000	43.49109012493864	-492113.5506522441	23.40081589193272	0.9271156393811686
2100	45.66342149992124	-490780.5417277666	18.976435330895413	0.8103246264435171
2200	47.814143582916586	-491995.16399888735	18.586531086267982	0.7828282612513393
2300	49.972401332925074	-489744.2499905855	18.681733043804854	0.7979779560241673
2400	52.154658248939086	-490625.23091608624	18.76618577765818	0.8026402623781077
2500	54.31167537395959	-491454.20685586723	18.502040932051003	0.7955250320959412
2600	56.49754883197602	-491054.42769661546	18.861386963339204	0.805988058847672
2700	58.65045145698241	-490763.0392051785	18.76428475887594	0.8017207964274609
2800	60.85048449799069	-490872.7934028484	18.86710841698527	0.8049336788843569
2900	63.057445622980595	-491326.0128690566	18.819458801934722	0.8059263904790892
3000	65.25838237296557	-490819.87227455433	18.785478161742553	0.8020851722061253
3100	67.46545349797816	-492144.0838711213	18.248324660142806	0.7857561695599121
3200	69.66859174796264	-489842.0763103876	17.173381768256125	0.7552450939324682
3300	71.87337133195251	-491441.8295183931	18.275402277055576	0.7800662429935148
3400	74.0784300819505	-490520.82495906856	18.36391971166214	0.7786862816264672
3500	76.27974012293271	-491427.61235241976	18.62735195580656	0.7962240070707812
3600	78.4743234149355	-491616.3369643095	20.594706159346497	0.8626175106612075
3700	80.64016058095149	-491964.80225728045	21.41805896832803	0.885408940554884
3800	82.8095919979678	-491775.0363337111	21.9177698996805	0.8987292518053892
3900	84.98988395594642	-491964.74159490864	22.270984640093285	0.905881354618009
4000	87.14483562295209	-491740.913525	22.5341370156171	0.9129176672200192
