# 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 = 0.1, 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, phantom_ρ = 100, save_prefix = "img/shepplogan256x256_pdps_known_proximal_10_10000_9000", dynrange = 1.0, Λ = 1.0)
iter	time	function_value	psnr	ssim
1	1.0957999620586634e-5	551878.3375775854	-0.14938477322295188	0.005295187802576954
2	0.02921274901018478	468827.7076916558	0.33211327848298144	0.00781943141040932
3	0.044143873994471505	437776.0378868565	0.6998240292844642	0.010018980369930042
4	0.07336512397159822	392307.5680764343	1.0241631732462748	0.012213341841152577
5	0.0882426239841152	356018.7881320832	1.326098657082566	0.01435717042911164
6	0.11737120698671788	317233.52215649956	1.6082513480056737	0.01512538119273605
7	0.13225229000090621	279222.6370579882	1.9150025987986352	0.017115501316228143
8	0.16139054001541808	242079.7609042952	2.2256506432367402	0.019550101162997883
9	0.1762281230185181	201854.6281121925	2.55747731863486	0.022180594004854785
10	0.20533041501767002	163894.85010875348	2.880506777184368	0.024144287597974223
11	0.22022529001696967	127698.73041051708	3.2187249045908137	0.02731308893631408
12	0.25005470600444824	91450.86273232174	3.5546910306091255	0.030316226448849008
13	0.26494583100429736	56307.28327218785	3.903038016297242	0.034281628395270936
14	0.29411587299546227	21198.260653433474	4.255926198269769	0.03948387292010366
15	0.3090011229796801	-7279.084059196091	4.589282173113187	0.042579745328217615
16	0.3381539149850141	-38467.98970345857	4.9506073197239235	0.04952052324153512
17	0.35303637298056856	-55283.024311218745	5.232871792655277	0.051058051205545504
18	0.3821849139931146	-100490.5689927632	5.694232973525274	0.06765856694159288
19	0.3970384979911614	-131288.06750080394	6.082806209958186	0.08129455689486903
20	0.4261942899902351	-161245.7209317233	6.477445320355742	0.09364378468765405
30	0.6462059149926063	-372729.2227481331	10.613298003778864	0.35563934066019465
40	0.8653512070013676	-459012.630428064	14.339405841888357	0.5252996304649745
50	1.0837164569820743	-484636.3894315614	16.39924235385349	0.6219490797592107
60	1.3023615399724804	-489209.6599063584	17.23986606095594	0.6887333030454544
70	1.5211597489833366	-489586.2406524696	17.655561869355545	0.7218330391058706
80	1.739831332990434	-489887.93714573764	17.97538041948275	0.7458656799683031
90	1.9592069579812232	-490560.74761924514	18.187839598646537	0.760779978215451
100	2.177996207989054	-490528.8920552948	18.327572430806253	0.770776315636397
110	2.382947458012495	-490550.5869489152	18.362364496708324	0.7781247898870438
120	2.6017146240046714	-490827.8359307469	18.44507584184676	0.7826524014164142
130	2.820785458025057	-491089.95358577115	18.157562015852523	0.7775526747044753
140	3.04001791702467	-491444.778295649	17.79478222558968	0.7617413318062077
150	3.2588756670302246	-491159.9355561156	18.42944640357676	0.7861793739960786
160	3.4779340010427404	-490698.63717434154	17.814237023592167	0.7755309487747248
170	3.696933584025828	-490824.38528015156	18.66772037620826	0.7923249132208885
180	3.915796459012199	-490488.1267821141	18.429974417694766	0.7911461385130574
190	4.134612542024115	-491329.9247481166	18.44547582169155	0.7918542231695941
200	4.35394166703918	-490397.913461745	18.199884266974344	0.790523318217897
300	6.518585125042591	-490893.76110655256	18.708301439677456	0.7967295465295918
400	8.694381667039124	-490730.34573499387	18.74987560931516	0.8007887643592406
500	10.864419542020187	-490435.3327906232	18.70085671531296	0.8002513331541145
600	13.027415875025326	-491337.89605028654	18.871869307598924	0.8084012967434211
700	15.189901000034297	-490866.93106050993	18.830294972912448	0.8058455901130974
800	17.360887584014563	-490667.8304502779	18.785733003561784	0.8060502768989888
900	19.52556362602627	-490955.3095481493	18.88245885475879	0.8086033676726905
1000	21.685984168027062	-491480.24863062275	18.620724200006546	0.8001078931968988
1100	23.855892460036557	-492005.9315528054	20.634333857252933	0.8642928939818234
1200	26.016117460036185	-491827.7096410003	21.388125545696642	0.8875131199333621
1300	28.1797178350389	-492167.5895605409	21.845134292049867	0.8999209935373307
1400	30.34122929404839	-492096.6755109937	22.174200653787047	0.9074516131655024
1500	32.50257900202996	-492067.47281496855	22.444302536090824	0.9136887539678947
1600	34.66694716902566	-492129.1594500309	22.671966053980274	0.9188205727644461
1700	36.83650583605049	-492032.967137764	22.872995921982824	0.9224579351261162
1800	39.00676841902896	-492218.35754742025	23.05170263120081	0.9254730684550792
1900	41.17687533501885	-492189.2646259247	23.208808100112993	0.926589075269709
2000	43.344191169016995	-492232.59716575214	23.353634096592767	0.9296510570323533
2100	45.51090787703288	-490858.2883630136	19.003295123008776	0.813331936849038
2200	47.68289725203067	-492077.09680258663	18.615792194464188	0.7856846699571496
2300	49.85180187705555	-489828.34240937995	18.7142338305243	0.8008693065995003
2400	52.02137208505883	-490706.68300676555	18.793170136935032	0.805453006652239
2500	54.194024044059915	-491541.724179995	18.532921396432858	0.7984197881115107
2600	56.36512916907668	-491139.6561292418	18.892980299356825	0.8088210904023038
2700	58.53598166909069	-490845.8977586673	18.794837527594414	0.8041158340875963
2800	60.71047046009335	-490957.9460724088	18.896315140552993	0.8077310323007522
2900	62.87864300108049	-491410.68692069716	18.84845793082884	0.8088317240972526
3000	65.05324666708475	-490904.52104895766	18.816088087617636	0.8049965599101893
3100	67.26824054206372	-492223.45913886564	18.274361012355435	0.7878546367213752
3200	69.5054783760861	-489918.08221988595	17.179356883110152	0.7570565987470798
3300	71.6734029170766	-491522.3202221838	18.3027303350547	0.7824011304879177
3400	73.84291445906274	-490601.9097590531	18.39697645851849	0.7808912803836032
3500	76.01051987608662	-491513.12530692853	18.660312567785603	0.7990382293438923
3600	78.17984912608517	-491740.6267763808	20.61422628956973	0.8639854128442546
3700	80.34585879207589	-492090.66354554077	21.383339439264965	0.8859100565522285
3800	82.51176233409205	-491898.3141141022	21.84296057748011	0.8990451303043179
3900	84.67748283411493	-492088.04638339387	22.17355238561351	0.9066809290464671
4000	86.84229500111542	-491862.5878208269	22.433966135318194	0.913887126327697
