removed img folder

Wed, 24 Apr 2024 17:01:58 +0300

author
Neil Dizon <neil.dizon@helsinki.fi>
date
Wed, 24 Apr 2024 17:01:58 +0300
changeset 31
cbedcfcc0557
parent 30
dec72b794b08
child 32
88632284396f

removed img folder

img/.DS_Store file | annotate | diff | comparison | revisions
img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000.txt file | annotate | diff | comparison | revisions
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Binary file img/.DS_Store has changed
--- a/img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, save_prefix = "img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.291993824765086e-6	559998.953614435	-0.02636674332749045	0.0041734697881560985
-2	0.028488707990618423	476684.2614162629	0.472776685077411	0.007393190719904383
-3	0.04260420799255371	445201.0668526283	0.8540211734194507	0.010071288856104837
-4	0.07170529098948464	399164.7156773093	1.1816343381859216	0.012069717808264213
-5	0.08577174998936243	362075.92599906976	1.4924054250201109	0.014046724314610785
-6	0.114293666993035	322731.28062713816	1.775842037312815	0.015100394823069997
-7	0.12821533397072926	283627.39264009707	2.0835159093802877	0.015968523150916077
-8	0.15672383399214596	245703.1173269409	2.398025040044546	0.01772582219707191
-9	0.170821249979781	204994.36217082603	2.7250301301548956	0.01984448665596076
-10	0.19918158298241906	166241.65344840795	3.047159370975063	0.021455002809732168
-11	0.2130916239693761	129178.45129480983	3.3843701954098955	0.02333859391619731
-12	0.24252858295221813	92190.42031359406	3.7175865032323996	0.02613786139749342
-13	0.2564456659310963	56016.17486070832	4.060935003692993	0.02894865292149698
-14	0.28496229092706926	20445.83049671856	4.406706896393983	0.03503060016232723
-15	0.29965408294810914	-10820.539848524004	4.747035004401772	0.03580267150248734
-16	0.32841912494041026	-42867.34069739799	5.100581166784598	0.04377450625718033
-17	0.3424750829290133	-63467.280042452985	5.418211303063193	0.03842882592373254
-18	0.3715502499253489	-105858.3205435936	5.815615648726185	0.06969672909321349
-19	0.3856304999208078	-136279.4728838505	6.182687539054198	0.08855388825449675
-20	0.4140370829263702	-165430.88657077836	6.550709492174072	0.11517468834708523
-30	0.626232332928339	-350577.72715674265	10.253524197073357	0.44760542531021974
-40	0.8376356239314191	-421464.7013663732	13.74745725372146	0.5360560430763901
-50	1.0500765819451772	-448574.87274658383	16.541589427607462	0.5608994395049307
-60	1.2621018319623545	-457418.322494328	18.28477094083371	0.5909416800508989
-70	1.4744321229518391	-459471.6155837879	19.18505037053402	0.6097926747664869
-80	1.685690789949149	-460625.18758905394	19.66050792728736	0.6228569197811515
-90	1.897452747944044	-461037.5443990291	19.95577229624207	0.6280569007798111
-100	2.108945622952888	-461037.5207565714	20.161057934645868	0.6310742150259324
-110	2.3078746229584794	-460881.7701156385	20.28141537288178	0.6323770758874923
-120	2.5200255399686284	-461456.70834743505	20.372638156867207	0.6309965005761459
-130	2.7317270819912665	-461703.8242034038	20.30505330878801	0.619584016297692
-140	2.943301249004435	-459728.37701272825	20.035420502280772	0.6001467123566366
-150	3.1541914580157027	-461435.68642196327	20.48756438673483	0.6275228018008654
-160	3.3668655000219587	-459638.80849275563	20.11527384764813	0.6066016564567359
-170	3.5787867500039283	-461315.9426392966	20.62983860385259	0.6348387993768903
-180	3.790702083002543	-460831.8463109983	20.50425346089	0.6218545770260777
-190	4.003484333021333	-460435.2778542152	20.50291582184228	0.6228931522555905
-200	4.215550333028659	-460376.55963348807	20.399248560738794	0.6156412709409311
-300	6.324471042025834	-461532.8741688879	20.73996545384783	0.6337011675055899
-400	8.428760209033499	-461130.2716086842	20.797400794223776	0.6348023915588052
-500	10.535301209019963	-460950.615897312	20.774770297452587	0.6357214470329543
-600	12.643214251031168	-461769.44049307716	20.87882560938038	0.6445277826958751
-700	14.752102043043124	-461229.68424212997	20.87875988326106	0.6429535998025804
-800	16.86368837603368	-461308.0360071368	20.83354574650479	0.6425115734229906
-900	18.974047042021994	-461413.6071498565	20.92143595322821	0.6454438791167731
-1000	21.075754917023005	-461427.9340122402	20.71148889818161	0.6326010398143926
-1100	23.191856125049526	-461589.7919045007	21.754500860634813	0.6860226720897828
-1200	25.301543500070693	-461310.2692298159	22.153301932102906	0.7048069711117542
-1300	27.415782625059364	-461697.1773838522	22.389356779062716	0.7146134932110892
-1400	29.53252366706147	-461531.86624387663	22.5446862423866	0.7226796158576442
-1500	31.640135458059376	-461538.1497565673	22.648577381417777	0.7271443265226708
-1600	33.7538428750413	-461569.9148373997	22.726057057842123	0.7319564490890298
-1700	35.86513366701547	-461477.8169952978	22.78689098711219	0.7350630854441553
-1800	37.97419250101666	-461589.0225341856	22.83404717689828	0.7370434833758722
-1900	40.08935075101908	-461592.82003534556	22.867928299851947	0.7370530680661427
-2000	42.20293112602667	-461671.304628238	22.898872440248077	0.739863872208026
-2100	44.31266687603784	-460844.99766735715	21.002591493876587	0.6400089021705762
-2200	46.42025608403492	-461676.1197119175	20.7127377895339	0.6239113282943877
-2300	48.52856441703625	-460910.1361872444	20.793885647439275	0.6367373830296205
-2400	50.63286970803165	-461401.42875568825	20.8547186753131	0.6421138474156618
-2500	52.7411459160503	-460762.59986547916	20.654467323538505	0.6273314320795518
-2600	54.84565312502673	-461604.54509966687	20.881244443314944	0.6452001073451017
-2700	56.94960941703175	-460997.8186055902	20.83037839998733	0.6408870577834642
-2800	59.05034845904447	-461662.8778691268	20.884527555373396	0.6432390171542983
-2900	61.15820329205599	-462125.03635027097	20.857985036241185	0.6421555679117441
-3000	63.26027033405262	-461994.49033973477	20.85406140414086	0.6398115785096935
-3100	65.36187537506339	-459718.9778441281	20.46450719719097	0.6117481907128877
-3200	67.47232058405643	-459547.7820764949	19.91813442670685	0.5819166675007728
-3300	69.5906347920536	-460828.9564960108	20.503892102808233	0.6126426879805269
-3400	71.70533354204963	-460857.5454388147	20.59068686949729	0.6179350327246754
-3500	73.81569958405453	-460919.3641461849	20.712002186426005	0.6317390455407006
-3600	75.93325733405072	-462040.63060978893	21.720829930773018	0.6843092471409415
-3700	78.04634229204385	-462088.0623416647	22.13097096604516	0.7016704430643532
-3800	80.15978345903568	-462030.4444034288	22.371578781944304	0.7137042283131156
-3900	82.26893700004439	-462155.06194524525	22.52892320151577	0.7208378602463097
-4000	84.37998716704897	-461949.50193975907	22.637395647085448	0.726296856645753
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--- a/img/brainphantom256x256_pdps_known_dualscaling_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_dualscaling_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.625007467344403e-6	561764.4291806474	-0.02636674332749045	0.0041734697881560985
-2	0.02840716700302437	477750.0871983116	0.4727944903244874	0.007393534638103009
-3	0.04356154199922457	445911.2963937415	0.8540761861508194	0.010072131606553826
-4	0.07201504200929776	399705.91422077495	1.1817166219636182	0.01207129706203814
-5	0.0864079590246547	362507.87416993175	1.4924757006186684	0.014049008034708325
-6	0.11467904201708734	323146.952461721	1.7760151729737184	0.015108191661339605
-7	0.12865683404379524	283981.67516653036	2.0837512221407133	0.015982012387161158
-8	0.1570541670662351	246010.802260521	2.398239993397958	0.01773937484023549
-9	0.1709365830756724	205268.3251055606	2.7252256812324744	0.019857151238669303
-10	0.19913341707433574	166501.99727205865	3.047411863843154	0.021472489654892877
-11	0.21327937507885508	129413.58672650585	3.384603232498194	0.023352236216542446
-12	0.241477542091161	92410.31701395214	3.7178591125103737	0.026158875672678664
-13	0.25553854211466387	56221.660540963356	4.0612291987287445	0.02897193262492952
-14	0.284448167134542	20641.91327636402	4.407020555203639	0.03507073833314676
-15	0.298305584146874	-10633.162622630509	4.747331213012094	0.03585109036815751
-16	0.32691204216098413	-42690.724347838564	5.100870202104618	0.043820181517713094
-17	0.341421334160259	-63293.16919669225	5.418487743986934	0.03845894035862168
-18	0.3696674171660561	-105699.52673235018	5.815890285724544	0.06974261899971085
-19	0.38370391714852303	-136128.26475905208	6.1829851376140645	0.08861108429456918
-20	0.4125696261471603	-165285.10254382424	6.5510663945352725	0.11528193096295947
-30	0.623694292124128	-350488.9246768555	10.254053791141626	0.4478387327161209
-40	0.8346277501259465	-421396.5083914074	13.748604212213252	0.5361229300594774
-50	1.0617425411182921	-448517.8580109811	16.543825691839906	0.5610124726378126
-60	1.299742041126592	-457372.81727921445	18.287352838534773	0.591124422685422
-70	1.5165846661257092	-459432.3112424644	19.187470363554205	0.6099445765490726
-80	1.7306366241245996	-460589.5988086035	19.662381238928617	0.6229227630874126
-90	1.942063333117403	-461003.41738116206	19.957162646634792	0.6280429966942783
-100	2.1524315410933923	-461004.8909787913	20.162022203742367	0.6310478894422439
-110	2.3515221250709146	-460850.62078651955	20.281595255731574	0.6323648965502002
-120	2.5671906250645407	-461426.1974177158	20.372799003272437	0.6309610451422232
-130	2.783018084068317	-461673.8603926775	20.304970007188384	0.6196304308251852
-140	2.9988964170624968	-459699.0461199116	20.03580610448562	0.6001695688593818
-150	3.214583751076134	-461406.2403825748	20.4868577030074	0.627488316749595
-160	3.431308293074835	-459609.1535149404	20.11434759094803	0.6066298058817097
-170	3.646896877064137	-461286.43607217993	20.628511757093793	0.6347422544957879
-180	3.857774168049218	-460802.2913088794	20.502640642406437	0.621737742522334
-190	4.070336751057766	-460406.00013474294	20.50147430597046	0.6228203940282614
-200	4.282350584049709	-460347.1611084251	20.397013168009096	0.615491504578176
-300	6.374203251034487	-461503.52585578227	20.737065766805536	0.6335788331163876
-400	8.49777462601196	-461099.6348919455	20.793392282841687	0.6345943938694065
-500	10.597963042993797	-460920.7718803054	20.77067362396887	0.6355283943315537
-600	12.713830293010687	-461738.75319005456	20.87461086201666	0.6443512483049748
-700	14.808132668025792	-461198.6329400556	20.87438915046812	0.6427418796790549
-800	16.92705858402769	-461277.2193066326	20.829539535896217	0.6423713706259029
-900	19.035732417018153	-461382.7984948262	20.91751954825242	0.6453027011901213
-1000	21.13279316702392	-461397.8120509304	20.70820984514509	0.6324916124832246
-1100	23.244127126032254	-461533.4191340724	21.675241874244673	0.6835042308478766
-1200	25.390301543026	-461250.28330985014	22.021284279442167	0.7003487854977832
-1300	27.516353209037334	-461636.7660385329	22.217963191247296	0.7086081032129683
-1400	29.621415876055835	-461471.2447380908	22.33991887275551	0.7153724500545252
-1500	31.72809520905139	-461476.2070636908	22.41629887952014	0.7188018501233393
-1600	33.83117258406128	-461507.9124822948	22.470197444652477	0.722588523964396
-1700	35.935097375069745	-461415.58269320626	22.509752159711816	0.7247975242025798
-1800	38.03706204108312	-461525.8351032552	22.53926033022498	0.7259852880905031
-1900	40.16495241608936	-461529.35733083595	22.558797635656433	0.7253440495260162
-2000	42.26639445807086	-461608.5567739438	22.576704054300833	0.72747869645522
-2100	44.38388979109004	-460810.4115249227	20.97969507545388	0.6389346488319273
-2200	46.53480920707807	-461646.22775586694	20.7054667621733	0.623591716490285
-2300	48.67784141609445	-460879.6905067876	20.788398589358728	0.6364680896330827
-2400	50.776830375078134	-461370.7807381112	20.850228208998608	0.641957348655893
-2500	52.87676416707109	-460732.16502670216	20.650786969276396	0.6271794367148912
-2600	54.986830584093696	-461573.63497209456	20.87684247239335	0.6449957945648095
-2700	57.114487376093166	-460967.705382693	20.82614778806271	0.6406696388412856
-2800	59.26857270911569	-461631.85177789757	20.880100760881596	0.6430523709454216
-2900	61.42454541812185	-462093.9048533554	20.85362992059981	0.6420011994041429
-3000	63.53704600111814	-461963.6302101359	20.85016969647489	0.6396479290160653
-3100	65.6513670431159	-459689.07805887266	20.461220747620317	0.6116302680721639
-3200	67.75288691811147	-459518.1966020551	19.9163069387429	0.5818585444708159
-3300	69.86483650110313	-460800.6698643648	20.500424380145862	0.6124995684458916
-3400	71.97946508409223	-460829.6756734714	20.587154846762964	0.6177623182404888
-3500	74.1186725840962	-460890.05914300407	20.707927199703583	0.6315562730973766
-3600	76.26610145907034	-461983.697791248	21.64389244743553	0.682005402584309
-3700	78.37587508407887	-462028.0299582434	22.006297864768637	0.6977169133997414
-3800	80.53468683408573	-461970.3789106687	22.209404415105134	0.7082865232360976
-3900	82.65739766709157	-462093.8825830858	22.33347019014792	0.7141336197253889
-4000	84.76434708409943	-461888.364981896	22.415116241503554	0.7184822682376056
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--- a/img/brainphantom256x256_pdps_known_dualscaling_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_dualscaling_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.458991603925824e-6	563529.9047468598	-0.02636674332749045	0.0041734697881560985
-2	0.029424667009152472	478815.8877180156	0.4728121726799157	0.007393873939648631
-3	0.04358695898554288	446621.01861306693	0.8541320904970705	0.010072996745564798
-4	0.07331191797857173	400246.5976206233	1.1818011527566534	0.012073039664698679
-5	0.08814312596223317	362939.42699044186	1.4925472412903251	0.014051465408188281
-6	0.1169954169599805	323561.56825124007	1.7761864497222082	0.015115982742480386
-7	0.13146695794421248	284334.7445670818	2.083984724712945	0.015995479575748504
-8	0.1617940409341827	246317.43252711956	2.3984532997457633	0.01775300802462601
-9	0.17621249894727953	205541.18394848844	2.7254194078883742	0.01987000906395938
-10	0.2056500819453504	166760.72379936458	3.047659401876086	0.021490143444487752
-11	0.22073262394405901	129647.68974389756	3.38483165103416	0.02336657830950552
-12	0.25023349895491265	92628.68937525783	3.7181241614148997	0.026179082006162938
-13	0.2646568319760263	56425.64864111258	4.061515258347494	0.028993688389069808
-14	0.2947926649649162	20836.433660134353	4.40732646249738	0.03510883949506924
-15	0.3092432899575215	-10447.174209328285	4.747618196325444	0.03589697170627342
-16	0.338872456952231	-42515.32141731963	5.101149517948931	0.04386117251882236
-17	0.3533309979538899	-63119.92731434457	5.418751879823237	0.038486425229260726
-18	0.38261895696632564	-105541.5590402533	5.816154608941648	0.0697799959817118
-19	0.3972433319722768	-135978.0067528888	6.1832696742224735	0.08865849326642813
-20	0.42656941595487297	-165140.42845348633	6.551405598593208	0.11537748725480909
-30	0.6460802909568883	-350400.964625847	10.254553895713274	0.4480472948524359
-40	0.8662906249519438	-421329.19411009795	13.749689090507713	0.5361863559230877
-50	1.0854535839462187	-448461.76957347745	16.545919845403713	0.561111758201957
-60	1.3040628759481478	-457328.0313995502	18.289752616418966	0.5912700910568013
-70	1.5243164589628577	-459393.6253244579	19.189672613018946	0.6100606982283885
-80	1.7422732089762576	-460554.6697854429	19.664051519895654	0.6229758318346524
-90	1.9607078339613508	-460969.91655252344	19.958358234686596	0.6280277094389275
-100	2.1794170839712024	-460972.8429374658	20.16286433750038	0.631024707112307
-110	2.383851208956912	-460819.9756663424	20.28182889835419	0.6323596563905578
-120	2.6032532089739107	-461396.1571078476	20.372963420122762	0.6309302960109029
-130	2.8211496669682674	-461644.35279775906	20.30496029353259	0.6196621176027335
-140	3.039623666991247	-459669.82433511456	20.03605616783858	0.6001705381214962
-150	3.2599434169824235	-461377.35270378046	20.486447655698687	0.6274620176056287
-160	3.4781825419631787	-459580.0507116893	20.11379030880716	0.6066532546411252
-170	3.696168583963299	-461257.50699902576	20.62777850610058	0.6346811376387271
-180	3.9152012509584893	-460773.2431908192	20.501751581510604	0.6216592463738658
-190	4.1331271259405185	-460377.1688911911	20.50051644746936	0.6227511068280037
-200	4.351693667966174	-460318.23402201524	20.395684534611476	0.6153784219961699
-300	6.529022000962868	-461474.8130140242	20.7352801847634	0.6335093814404125
-400	8.694981916982215	-461069.68202049204	20.790708368997876	0.6344496899833714
-500	10.850913000962464	-460891.5380552021	20.767851301424326	0.6353979422863717
-600	13.026992833969416	-461708.6926510307	20.87160501616868	0.6442133578777001
-700	15.19843595896964	-461168.18074641726	20.871303131511645	0.6425844047058101
-800	17.365949917963007	-461247.0025275965	20.82680637872876	0.642275216497501
-900	19.540130876965122	-461352.5949219489	20.91470643832399	0.6451834225975633
-1000	21.701169793959707	-461368.207073563	20.705871796946923	0.6324081353467753
-1100	23.877596876962343	-461482.94301367877	21.59782831134988	0.6804547983325663
-1200	26.046273167972686	-461196.07190656563	21.89529875580126	0.695351975793228
-1300	28.20146191798267	-461581.75374825916	22.05797647498557	0.7022800214554449
-1400	30.343181126983836	-461415.7796921233	22.15131349974166	0.7075633892084601
-1500	32.502722001983784	-461419.7571235548	22.20611169905932	0.7100437766381722
-1600	34.653629543987336	-461451.41976794874	22.243285163550297	0.7129767882990969
-1700	36.76414687698707	-461358.69571003475	22.269733554172724	0.7145654958270448
-1800	38.89133045999915	-461468.02711054875	22.29053732340955	0.7153006248654192
-1900	41.00445283501176	-461471.51086336945	22.302629393744308	0.7143084066198495
-2000	43.117388710030355	-461551.3816673975	22.314105859243234	0.7160416940397969
-2100	45.25618321003276	-460776.03475141205	20.954106532528847	0.6378267364151339
-2200	47.389108710049186	-461616.8578864591	20.698179671294298	0.6232929064419316
-2300	49.50521750203916	-460849.94480730133	20.783907101253245	0.6362590030038515
-2400	51.59733458503615	-461340.719244005	20.84683821598235	0.6418304291650572
-2500	53.68617733503925	-460702.2744652891	20.64804326972326	0.6270398956831558
-2600	55.80447171005653	-461543.3489333875	20.87364614197037	0.6448347575445377
-2700	57.89097816805588	-460938.2183221819	20.823092840713187	0.6404984989843274
-2800	59.991070001065964	-461601.446279374	20.876892628119208	0.6429010223436173
-2900	62.09843408406596	-462063.3652945971	20.850453553284535	0.6418678044493948
-3000	64.20349112607073	-461933.3975917351	20.847361158103244	0.6395210676695535
-3100	66.31828466808656	-459659.56728269195	20.458863264811484	0.6115348679572872
-3200	68.4254074601049	-459489.04598748975	19.914914736645635	0.5817828364836369
-3300	70.54199137710384	-460772.89982956165	20.498095371031873	0.612402626074702
-3400	72.69053458608687	-460802.34275263146	20.584735637276054	0.6176447599026642
-3500	74.80276500308537	-460861.31976160425	20.705016237476364	0.6314018325413513
-3600	76.94524450309109	-461932.851046751	21.568440605773766	0.6791966812035373
-3700	79.10879846208263	-461973.8230159011	21.884764527642258	0.6931355199714218
-3800	81.28451871208381	-461915.7062584949	22.056968039369096	0.7024661733798362
-3900	83.46225454605883	-462037.9705417774	22.156093295047306	0.7071359325770814
-4000	85.64281308805221	-461832.4826507634	22.218266177302247	0.710610200112095
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--- a/img/brainphantom256x256_pdps_known_dualscaling_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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/brainphantom256x256_pdps_known_dualscaling_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.1208001524209976e-5	565295.3803130721	-0.02636674332749045	0.0041734697881560985
-2	0.02831724999123253	479881.67219980713	0.4728297181170355	0.007394208364912869
-3	0.04224541599978693	447330.21736748266	0.8541888043615657	0.010073885125294555
-4	0.07054991598124616	400786.7377575387	1.1818877405091153	0.01207489687893619
-5	0.08460154096246697	363370.57756455505	1.4926199687959587	0.014053948598486639
-6	0.11294820797047578	323975.20904652093	1.7763551496466197	0.0151236019991403
-7	0.12683795797056518	284686.6623866544	2.084215585941204	0.01600878150195589
-8	0.15684645794681273	246623.12252570447	2.3986643359665285	0.017766476607376243
-9	0.17124162492109463	205812.93212248408	2.7256104899828637	0.019882737332241
-10	0.20051695790607482	167017.83842488955	3.0479007236639273	0.02150729880062309
-11	0.2153737079061102	129880.86433754781	3.3850536777763773	0.023380283180674383
-12	0.24406445788918063	92845.64957845422	3.7183794518407276	0.026197609466271275
-13	0.25825983288814314	56628.13989322706	4.061790680091772	0.02901273592656734
-14	0.2873505408933852	21029.354247924155	4.407621184966791	0.03514277825833945
-15	0.3014689988922328	-10262.692396776178	4.747892719008068	0.035939909836400094
-16	0.3304532488982659	-42341.27817692925	5.101416303010538	0.04389604531830129
-17	0.34488899892312475	-62948.28668622919	5.419001251120072	0.038511850775581905
-18	0.37416495793149807	-105385.00662551864	5.816405086744733	0.0698117421016361
-19	0.3885807079204824	-135829.19342549922	6.183536954228601	0.0886988142988151
-20	0.4178574159159325	-164997.13346339396	6.551721483778263	0.11546097438840255
-30	0.6361010819091462	-350313.7191715692	10.255012708519706	0.44822453213370483
-40	0.851077248895308	-421262.68878513353	13.75068182179896	0.5362419922559603
-50	1.0679654159175698	-448406.5075488567	16.547830853888026	0.5611974829198121
-60	1.285920540918596	-457283.86412787996	18.291948846328346	0.5913866479166625
-70	1.504350665898528	-459355.4469937157	19.191684599613833	0.6101531062748955
-80	1.722564540890744	-460520.262425209	19.66558738080279	0.6230224580343611
-90	1.940539831877686	-460936.9270654985	19.959479274666286	0.6280218063796332
-100	2.1580301648937166	-460941.2300176049	20.163689220180167	0.6310155112173059
-110	2.360698956879787	-460789.6975371615	20.282149254363816	0.6323609487819246
-120	2.5782805408816785	-461366.4550513124	20.373188160614625	0.63091597542022
-130	2.7958258748985827	-461615.1619055813	20.305116683850436	0.6196953059937252
-140	3.0136602089041844	-459640.69414018793	20.036199533094532	0.6001643191472283
-150	3.231230833887821	-461348.8431792835	20.486341517292157	0.627453649983402
-160	3.4491180838667788	-459551.3233485637	20.113568361010575	0.606672009061318
-170	3.6670036678551696	-461229.0029933654	20.627498082836084	0.6346532329419261
-180	3.8853786258550826	-460744.55993565614	20.501382089661714	0.6216185103978163
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--- a/img/brainphantom256x256_pdps_known_greedy_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, save_prefix = "img/brainphantom256x256_pdps_known_greedy_10_10000_9000", dynrange = 1.0, Λ = 1.0)
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-1	1.0124989785254002e-5	559998.953614435	-0.02636674332749045	0.0041734697881560985
-2	0.028456333006033674	476714.9039130535	0.47419961112481246	0.0074293444055148
-3	0.04253620802774094	445128.80524157255	0.8555773119792093	0.010117635374366305
-4	0.07085545803420246	399119.0265387717	1.183185286743629	0.012138577095164683
-5	0.08493841704330407	361976.3871954779	1.4939285503174462	0.014134659999384753
-6	0.11347358403145336	322627.32993720873	1.7776067933002384	0.015204251033975652
-7	0.12742704202537425	283561.2095291894	2.0851947788971428	0.016076129699492257
-8	0.1559694170136936	245640.74287148128	2.399724183184713	0.017848973471370128
-9	0.1700773340126034	204944.31492415656	2.7268266076360193	0.019981535056110368
-10	0.19843304302776232	166204.82329292136	3.049091390483105	0.021600439722430954
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--- a/img/brainphantom256x256_pdps_known_greedy_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_greedy_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.875009370967746e-6	561764.4291806474	-0.02636674332749045	0.0041734697881560985
-2	0.028772582998499274	477787.90502537775	0.474881350145489	0.007446706784916812
-3	0.043068708007922396	445796.5139604893	0.8563392045892859	0.010140014244119741
-4	0.07137016599881463	399630.28648164694	1.1839687719052918	0.012169042560036428
-5	0.08544658299069852	362352.9295885187	1.4946921806668705	0.014176765028011653
-6	0.11379362500156276	322983.2978668837	1.7785798513742865	0.015259610391056472
-7	0.1279981670086272	283874.7378333874	2.086210696939494	0.01614214576207136
-8	0.15658200002508238	245909.9330664781	2.4007337208906057	0.017924087250776433
-9	0.17085262504406273	205186.36580690258	2.727860624352012	0.02006209687919481
-10	0.19961779104778543	166438.22057161957	3.0502438476329297	0.021687995707120124
-11	0.21401970804436132	129339.94833053659	3.387633794214822	0.02353053242183624
-12	0.24268387403571978	92349.51308382273	3.7210213554643183	0.026384096271173545
-13	0.25733637405210175	56163.41793451092	4.064592449017077	0.029247068451172257
-14	0.28702920806244947	20589.327268742687	4.4105536018208955	0.035445692870818765
-15	0.3012140000646468	-10704.308801423429	4.750962771988851	0.03629711181209189
-16	0.3302844160643872	-42764.06247240811	5.104691776752636	0.044275663916027164
-17	0.34499633306404576	-63348.33489266113	5.422588788893109	0.03890137032980774
-18	0.37359633308369666	-105799.94272462094	5.820131808626229	0.0705633449993735
-19	0.38774462408036925	-136219.93050198903	6.18745582902326	0.08984477426423787
-20	0.4168417900800705	-165379.1810066226	6.555828557513723	0.11660197924943244
-30	0.6295492480858229	-350533.31146477	10.261104862521691	0.4509090990291388
-40	0.8435672071063891	-421384.37341525377	13.760770905572059	0.5367715299178065
-50	1.0572596231068019	-448508.12264578167	16.561831324473154	0.5616768507185164
-60	1.2715385401097592	-457367.6518744297	18.304591354340534	0.5920602039193352
-70	1.48640320712002	-459427.58662295796	19.201122996102878	0.6107329458456907
-80	1.7004540411289781	-460583.3876703253	19.67117432682113	0.6232513944879996
-90	1.9142562491470017	-460995.31601619645	19.960899880824773	0.6278455379725596
-100	2.129859665146796	-460997.4171955656	20.161812976259313	0.6308444099755677
-110	2.3310014571470674	-460842.5104306236	20.273715923006172	0.6317122492470526
-120	2.5472612491284963	-461418.32396805997	20.36350388847638	0.6301413226922864
-130	2.763978999108076	-461665.5095108739	20.295144041408278	0.6190815788505846
-140	2.9779436651151627	-459693.4910713445	20.024659838166382	0.5991804751950489
-150	3.1917565821204334	-461394.7099176501	20.467816699169603	0.626542691905718
-160	3.407289749098709	-459601.4032299323	20.103114896270085	0.6062325839342748
-170	3.6221600410935935	-461273.1945508822	20.60150488796047	0.6335706081285106
-180	3.836550625099335	-460791.3863588986	20.474005080338188	0.6205869136196456
-190	4.052754792122869	-460394.3546733801	20.471688083746127	0.6214866584838913
-200	4.274022083118325	-460340.324049501	20.37343142719761	0.6148152349785981
-300	6.416236791119445	-461487.31775097514	20.699927060435993	0.632506964105056
-400	8.546468457119772	-461081.2496257523	20.743720339823092	0.6329976533720505
-500	10.686527332145488	-460902.66365448193	20.721534338639707	0.6339208835597449
-600	12.837084915139712	-461721.6348957348	20.827796703748472	0.6431411757030019
-700	14.97894949914189	-461182.8015565137	20.831756176070986	0.6415821453682623
-800	17.109473874152172	-461261.86635108304	20.787046265294773	0.6410629777595157
-900	19.250070540147135	-461366.4325537632	20.87470480206253	0.6441467415198197
-1000	21.38179258213495	-461384.3091481187	20.6735478614814	0.6314221363358903
-1100	23.507064416160574	-461531.3016470175	21.659047902927426	0.6830312744612064
-1200	25.651739874185296	-461249.49397636566	22.01240931903927	0.700009353647822
-1300	27.783712040167302	-461636.41076265025	22.21298748941351	0.708383811106849
-1400	29.9184551651706	-461471.0704424349	22.33684776863136	0.7152175292915564
-1500	32.05576808218029	-461476.10790114774	22.414239936995422	0.7186887693034332
-1600	34.1870132071781	-461507.8457360435	22.468612106908346	0.7225008365174865
-1700	36.34431049917475	-461415.529303938	22.508594360056517	0.7247342974912077
-1800	38.48694324915414	-461525.80424103193	22.53837772544449	0.7259455326735014
-1900	40.62843091515242	-461529.33064613893	22.558067945415885	0.7253127134012363
-2000	42.75649941514712	-461608.53368312016	22.57607681952402	0.7274514956573607
-2100	44.88783854016219	-460798.6626148674	20.93890722065451	0.6369279333915906
-2200	47.032078332151286	-461629.13094870944	20.66451176871251	0.6221104726139777
-2300	49.18128049917868	-460861.52685131674	20.741966689932532	0.634888432255575
-2400	51.3207911241916	-461354.738371584	20.80694714035132	0.6408562930599891
-2500	53.47735774918692	-460719.3454033566	20.612344535486613	0.6262552528658131
-2600	55.61178058219957	-461556.0486742443	20.826643050538753	0.6435454592027079
-2700	57.767710749205435	-460952.2348473655	20.782639380804945	0.6395885297032143
-2800	59.90078287420329	-461614.96056364366	20.83330525314662	0.6416727439916047
-2900	62.031497665215284	-462076.6502610843	20.80487093422091	0.6406065418681653
-3000	64.1616682492313	-461945.8214475742	20.802314332537087	0.6380888722146421
-3100	66.31465737422695	-459676.7851599706	20.41831786021174	0.6100362621558151
-3200	68.44827629122301	-459510.7110227139	19.891844542947524	0.5815312947300172
-3300	70.57656454123207	-460784.3799847545	20.45797855599076	0.6110074974419297
-3400	72.70946012422792	-460811.06134112016	20.53920670283435	0.6159155840971617
-3500	74.84022737422492	-460874.7963219757	20.66515182685627	0.6304795714452138
-3600	76.97278391523287	-461981.05753031553	21.62498620950087	0.6813867016186097
-3700	79.14901954022935	-462027.1430635164	21.9964082789435	0.6972840450614574
-3800	81.33977549822885	-461969.9767263539	22.2041353439557	0.7080076102668783
-3900	83.46733112321817	-462093.6585456898	22.330338312300704	0.713943886996943
-4000	85.59347474822425	-461888.24090691196	22.413180101821773	0.7183597960602148
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--- a/img/brainphantom256x256_pdps_known_greedy_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_greedy_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.875001756474376e-6	563529.9047468598	-0.02636674332749045	0.0041734697881560985
-2	0.029420332983136177	478856.52972927096	0.47553123008044235	0.00746334511562588
-3	0.04398308298550546	446456.1698713447	0.857056633466054	0.010156750840240049
-4	0.07343649998074397	400134.653898339	1.1847149335411644	0.01219941698346098
-5	0.08804262499324977	362724.0506312396	1.4954225614096608	0.014213209434067682
-6	0.11763291698298417	323332.6916715397	1.779512102114193	0.015304028879733264
-7	0.13228591700317338	284181.4019033931	2.0871919419532015	0.016199236739971548
-8	0.16205141702084802	246173.9081278084	2.40171053917672	0.017985536022351516
-9	0.17692675100988708	205422.03273018854	2.7288557061029284	0.020129350372848416
-10	0.20649912601220421	166664.75403478963	3.051355171452679	0.021764930355656343
-11	0.2219384180207271	129539.66796503487	3.3887848073887357	0.023593823118362577
-12	0.25146112602669746	92538.5331700636	3.722250067000072	0.02646400577020073
-13	0.2662775420176331	56338.932816047	4.06589959445086	0.02936028326026014
-14	0.2965838329982944	20759.33732465922	4.411926057404891	0.03558525927754312
-15	0.3112339159997646	-10546.09594906843	4.7523383872255724	0.036456900025501726
-16	0.34083058300893754	-42616.5584264603	5.106106116536711	0.04442797376539451
-17	0.35552391601959243	-63196.77126752385	5.42406630191185	0.039050442114268016
-18	0.38511141602066346	-105678.29158091792	5.821642200678499	0.07085768807185569
-19	0.399873666028725	-136100.87231172985	6.189054472765175	0.09026602945884304
-20	0.4295062910532579	-165265.27503337548	6.557571037039256	0.11705816487098963
-30	0.6497541660501156	-350459.1052074419	10.263677809406587	0.45196697676297254
-40	0.8701001660665497	-421315.5408109985	13.76538921776681	0.5370176120459556
-50	1.0918750830751378	-448451.4607188481	16.56901140104352	0.5619567466136817
-60	1.3132858750759624	-457322.9664667305	18.311816014986	0.592493907510022
-70	1.5355329170706682	-459388.7482454775	19.20729796623867	0.6111183167142602
-80	1.7574523760704324	-460547.68311163905	19.67556977695091	0.6234218249025315
-90	1.980398251063889	-460960.15876565117	19.96335086049688	0.6277242665177947
-100	2.203165418060962	-460963.9403229104	20.163027545012216	0.6307859072373466
-110	2.412259001052007	-460810.23109799705	20.272011631690493	0.6314944537130358
-120	2.6360802510462236	-461386.5596528724	20.360989160103475	0.629849438725833
-130	2.8596857510565314	-461634.0852239002	20.29192612297582	0.6189027260464761
-140	3.0841016670747194	-459662.7802044287	20.020881412018614	0.598840886718133
-150	3.3061878330772743	-461362.8767448185	20.461695030523394	0.626168381075465
-160	3.528311291069258	-459570.18614364887	20.09845296318888	0.6060206512056002
-170	3.7517256660794374	-461241.0770906194	20.59330120900023	0.6331153084830328
-180	3.974027791089611	-460759.62783713185	20.465318293775432	0.6201638144146355
-190	4.195782208087621	-460362.6346943802	20.46227517603526	0.6210262938608411
-200	4.419565624091774	-460309.87794869835	20.365305166177677	0.6144848719267565
-300	6.615538249083329	-461454.3989659228	20.687707393973728	0.6320828003885747
-400	8.806463541084668	-461046.55484121304	20.72694525754615	0.6322775534408969
-500	10.983859374071471	-460868.81441417994	20.70432722185794	0.633231038645795
-600	13.16800929105375	-461687.30916277634	20.811891248585237	0.6426846289138661
-700	15.327008832042338	-461148.3944773968	20.81698088596638	0.6410939263414377
-800	17.477941998047754	-461228.0413439345	20.772439806057847	0.640565206474623
-900	19.670127832039725	-461332.18766837864	20.86046452718952	0.6437093670818264
-1000	21.824930499016773	-461351.53729155974	20.661975088680848	0.631029733281532
-1100	23.987918999016983	-461480.077315633	21.57732401449882	0.6798403933252852
-1200	26.11867858201731	-461195.0240296152	21.884982133277294	0.6949719284391163
-1300	28.245098123006755	-461581.28444969904	22.0524776356407	0.7020521459783599
-1400	30.393228706001537	-461415.58696261013	22.148231226300194	0.7074331831992058
-1500	32.52483849701821	-461419.6234351667	22.204303578443554	0.7099575128004725
-1600	34.69412449700758	-461451.346180693	22.242067722554417	0.7129140957164517
-1700	36.83553016302176	-461358.6422149206	22.268901632251747	0.7145213781908641
-1800	38.968934955017176	-461467.9818824466	22.289942234161707	0.7152701435633481
-1900	41.093564039008925	-461471.4883424488	22.302142165838745	0.7142827416404962
-2000	43.214659871999174	-461551.3563582529	22.31369827695516	0.7160215729571676
-2100	45.36305016401457	-460761.72144077887	20.90477433867687	0.6353347216936578
-2200	47.51401012201677	-461595.25106679124	20.64596472327316	0.6213206910845973
-2300	49.66083462201641	-460827.305332433	20.7250589895571	0.6341908250367772
-2400	51.83246512201731	-461320.60668415134	20.791563352198978	0.6404086661015876
-2500	53.963754622032866	-460686.30632810015	20.598544019329616	0.6258294985922319
-2600	56.120275414024945	-461521.15457940917	20.80914010809256	0.6429616483329281
-2700	58.26160641401657	-460918.94595747034	20.76721003401343	0.6390688385773298
-2800	60.404673705023015	-461580.1563828461	20.817198302530834	0.6411232627668964
-2900	62.60801483003888	-462041.8211935099	20.788238455463887	0.6400787726798186
-3000	64.81355003803037	-461910.79632258654	20.78596283042895	0.637461774879393
-3100	67.02240216304199	-459644.14088962536	20.402604517199304	0.6094179230566128
-3200	69.22561316302745	-459479.324780953	19.881444661107906	0.5812879030181715
-3300	71.42698816303164	-460752.4928340355	20.443660873729158	0.6103814870619948
-3400	73.63581128802616	-460778.8332091064	20.523322505607474	0.615209785979431
-3500	75.83700362101081	-460842.0959077565	20.65024688714841	0.6300087017851805
-3600	78.04689133001375	-461929.2216788807	21.544038462609155	0.6783383451343845
-3700	80.25459953799145	-461972.56277914497	21.872431151513197	0.6925700871448494
-3800	82.46007112099323	-461915.1818968644	22.05071845033968	0.7021442550532446
-3900	84.66701970400754	-462037.6661677271	22.152686783603404	0.7069575464143085
-4000	86.86832674601465	-461832.3576502744	22.216302159055125	0.7105067171079469
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--- a/img/brainphantom256x256_pdps_known_greedy_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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 = 0.25, 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/brainphantom256x256_pdps_known_greedy_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.66700429469347e-6	565295.3803130721	-0.02636674332749045	0.0041734697881560985
-2	0.029332792008062825	479921.54080657416	0.4761492260032401	0.0074792445280011735
-3	0.04383837501518428	447109.19866494264	0.8577371259580486	0.010175773307050273
-4	0.07330475002527237	400637.2724018151	1.1854319074316122	0.01223300273415025
-5	0.08790545904776081	363092.9419327402	1.4961215195798494	0.0142510406670114
-6	0.11724133405368775	323679.3869972869	1.780405603885882	0.015352921908327424
-7	0.13180250106961466	284485.207058332	2.0881400355961386	0.016256647335201678
-8	0.16135608506738208	246437.93592561313	2.40264411727485	0.018038035379682578
-9	0.17585341905942187	205659.38235754718	2.7298010456504507	0.020193925775838808
-10	0.2051831690769177	166891.6113916241	3.052414602008005	0.02184028088352601
-11	0.22046175209106877	129742.16039128213	3.3898798021773584	0.02365410285945125
-12	0.24980583507567644	92728.24827427015	3.7234227993660625	0.026547012522038577
-13	0.2643006690777838	56516.28116823599	4.067152117713482	0.02946616796616925
-14	0.2942474610754289	20931.65778776852	4.413242505956615	0.03573522912163139
-15	0.3087362110672984	-10383.973398178128	4.753642210371263	0.036601987198590986
-16	0.33844741905340925	-42465.09502158791	5.10744561618832	0.044542138924201884
-17	0.35312558605801314	-63039.291822620784	5.425435584832197	0.03919152961087554
-18	0.38293917005648836	-105548.88670880771	5.823059059708996	0.07108023628875716
-19	0.3976375870697666	-135976.88697023288	6.1905522810675295	0.09059716565567277
-20	0.4272722950554453	-165147.8627300267	6.559208016852772	0.1174566648104348
-30	0.6492460450390354	-350385.2181843441	10.266073182267693	0.4529231186967992
-40	0.8704782120184973	-421248.4915874634	13.769667990472044	0.5372414748899466
-50	1.0918210870295297	-448396.6446297207	16.575594824862588	0.5622054099829944
-60	1.3132396710279863	-457279.5910498878	18.31846153476645	0.5928696237484212
-70	1.5350229210453108	-459350.92722586915	19.21275804714924	0.611427316711022
-80	1.7556750880612526	-460512.8904926704	19.67937792617773	0.6235540947735223
-90	1.978612546052318	-460925.8695305333	19.96538856164882	0.627590345568646
-100	2.200299463060219	-460931.2830693401	20.163885455950222	0.6307103596764221
-110	2.408394546044292	-460778.59203468123	20.27038816338832	0.6312768448965366
-120	2.6320420460251626	-461355.4329681847	20.358485773961913	0.6295589844906306
-130	2.8569610050180927	-461603.19855413266	20.288533319097397	0.6187009355994598
-140	3.0814869629975874	-459632.3479048498	20.01699798549865	0.5985057239633711
-150	3.3035770879941992	-461331.77329133416	20.45578500317966	0.6257872729649301
-160	3.525949130009394	-459539.6066796376	20.093922241289093	0.6057860262645682
-170	3.7495630050252657	-461209.7738899448	20.585774657687672	0.6326752008739827
-180	3.9720682960469276	-460728.57814256405	20.457037114382395	0.6197221493595875
-190	4.195311921037501	-460331.5380336375	20.453440143051978	0.6205557802648878
-200	4.418476505030412	-460280.01084354246	20.35773103315416	0.6141593123499258
-300	6.626197255012812	-461422.31557548646	20.67636135168259	0.6316764826292836
-400	8.839581005013315	-461012.80090644857	20.71145192689123	0.6316001261421866
-500	11.050908880017232	-460835.8429650002	20.68851512285231	0.6325741382715038
-600	13.270747922040755	-461653.93248699897	20.797323483544016	0.6422271864860429
-700	15.476401881023776	-461114.8343725485	20.803511113713526	0.6406115691662113
-800	17.68183904804755	-461195.03410860884	20.75913359599103	0.6400878942786078
-900	19.88025421506609	-461298.8994553215	20.847764691262128	0.6432919147489524
-1000	22.07185392305837	-461319.5447433184	20.65165160630064	0.6306647085908379
-1100	24.255778548045782	-461432.3932693488	21.501473482679923	0.6766433491346774
-1200	26.4092133390659	-461144.1600931547	21.768194675264922	0.690002832579683
-1300	28.55730938105262	-461529.85939102876	21.908786322260013	0.6958901731572086
-1400	30.72475142305484	-461363.7899983177	21.9856485540859	0.7001872627030986
-1500	32.867706548044225	-461367.1119460843	22.02884937235135	0.7020509640114054
-1600	35.021311923046596	-461398.72465499345	22.057291847767253	0.7044194233066798
-1700	37.17717725606053	-461305.6991993762	22.077606377510257	0.7056279754963721
-1800	39.308988923061406	-461414.1561079999	22.095201769284913	0.7061465118255889
-1900	41.43397571507376	-461417.80034007464	22.103208331153297	0.704942379582894
-2000	43.56831925708684	-461498.16840060364	22.11051715711063	0.7064537407635283
-2100	45.71716104808729	-460725.76396822877	20.87220777210378	0.6339064979093612
-2200	47.846644340083	-461562.23564607836	20.62829367284417	0.6205875101547423
-2300	49.96475967310835	-460794.05656142416	20.709591142485053	0.6335127384842805
-2400	52.09129025612492	-461287.3167971662	20.77730677264327	0.6399591037537536
-2500	54.21227404710953	-460654.02665969223	20.585700353245105	0.6253884872974416
-2600	56.347603172122035	-461487.2326241069	20.79291174529438	0.642372699631451
-2700	58.48368163011037	-460886.46089812374	20.75299612573223	0.6385583406594552
-2800	60.60299142211443	-461546.2840359238	20.8026034331144	0.6406013947157189
-2900	62.74564150511287	-462007.9245270798	20.772961647650344	0.6395606109260967
-3000	64.88700500511914	-461876.69228796416	20.770831125412453	0.6368245909439723
-3100	67.03466688012122	-459612.17418710503	20.38763147054405	0.6087903874379081
-3200	69.17051363014616	-459448.4605390633	19.871001774472845	0.5809847745542915
-3300	71.37307725514984	-460721.4273509246	20.430747687152703	0.6098131488088541
-3400	73.58391029716586	-460747.44986052834	20.50875181148531	0.6145570595494195
-3500	75.78736113014747	-460810.16615706275	20.636607201799215	0.6295495068399931
-3600	77.99967675516382	-461881.05522698397	21.46854456602548	0.6753012993777572
-3700	80.19958379716263	-461921.76439342875	21.758399269509884	0.688012251213572
-3800	82.3988578391727	-461863.78678443644	21.911282723670308	0.6962692004926012
-3900	84.6105577981798	-461985.35399666295	21.994249620242734	0.7001091977871565
-4000	86.8103898811678	-461780.1480866832	22.04449440882453	0.7030638534684892
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--- a/img/brainphantom256x256_pdps_known_noprediction_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, save_prefix = "img/brainphantom256x256_pdps_known_noprediction_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.1541007552295923e-5	559998.953614435	-0.02636674332749045	0.0041734697881560985
-2	0.027616000006673858	518827.4002462839	0.21134075804147523	0.004007742442506268
-3	0.04052224999759346	478344.37803729513	0.46481118371101016	0.004565156635909654
-4	0.06784933299059048	437093.5869218883	0.7172052241062268	0.004234833051352896
-5	0.0807628329785075	396581.55224154855	0.9539738628125238	0.0033060920320736728
-6	0.10808262496721	357304.65240824426	1.209477022781996	0.0032459833777980698
-7	0.12097441696096212	318426.61552151403	1.472775520741332	0.00344289902838102
-8	0.14825320895761251	279757.2212360662	1.7366746639635946	0.0023694699394545644
-9	0.16119641697150655	241152.21735651308	2.015609433256051	0.003485280542441272
-10	0.18932958296500146	202764.75517704414	2.295930445667795	0.003684557358989926
-11	0.20225995796499774	166086.69217382607	2.5797662932969754	0.0013983266370187978
-12	0.22959458295372315	129803.41835883449	2.8661116051361923	0.0017157439944194548
-13	0.24251662395545281	94146.34834942027	3.1632247548297636	0.0028893636229548863
-14	0.26981220694142394	60185.42793470416	3.446739660781147	0.0018322975918006674
-15	0.2827377069625072	26739.85240326962	3.7777770694631236	0.006662911398912008
-16	0.309999748977134	-4629.98639858857	4.066826742942244	0.005091455996453972
-17	0.3232075819687452	-33995.64590252421	4.300824304216193	0.00169334510628877
-18	0.3506056239712052	-64288.51131951346	4.6808120141246565	0.008729604790134954
-19	0.3635495829512365	-92726.36249593802	4.983176303330904	0.009144688384921242
-20	0.3909607909445185	-119938.28997997986	5.288591101399005	0.010522634096459153
-30	0.5919326239381917	-315161.10763181874	8.235705957594863	0.08545839929931426
-40	0.7936422909260727	-406757.34265378874	10.952952999111023	0.264021327890105
-50	0.9937325829232577	-441194.1232091922	12.674354859585517	0.37396027449657193
-60	1.1960722909134347	-452935.4815378011	14.05539297480975	0.43540578403126273
-70	1.3962951659050304	-454957.0561195121	14.367025265209943	0.4489237504117005
-80	1.5977601239283103	-456151.2627966907	14.702430516545576	0.47021340979380244
-90	1.7991557909117546	-458039.32888059516	15.438778090361925	0.48377147099372925
-100	1.9993857079243753	-458316.9310306303	15.840180521554688	0.49928237469427234
-110	2.1850767079158686	-456143.59705997125	15.451559216059394	0.47768921007735377
-120	2.3875956659321673	-457737.80678471614	15.871365830443287	0.4859581631334232
-130	2.588110415934352	-457509.1591194181	15.996971937325997	0.47584082918611836
-140	2.7890285829198547	-456090.74364978046	16.216322568105557	0.4731746510265076
-150	2.9905358329124283	-458993.15829468146	16.847949936238894	0.5059813256933409
-160	3.190939332911512	-457713.4663373942	16.989567254692567	0.49509159267178754
-170	3.391958915919531	-459156.7035745433	17.21066477695157	0.5139337822148409
-180	3.592418290936621	-459127.97540026193	17.42704355421599	0.5155432550445023
-190	3.7923043329210486	-458711.98819744436	17.610624262563285	0.506383300436148
-200	3.9938822909316514	-459010.22327903385	17.79068907137251	0.5150080278462339
-300	5.9883927909249905	-461012.1200925229	18.99636478076196	0.5564770119570854
-400	7.981530040910002	-460336.7784422217	19.169933876059314	0.5683739223285462
-500	9.97149879092467	-459114.45934146346	18.464616462972316	0.5561191035733966
-600	11.96215208194917	-460893.2226976666	18.840956307539226	0.5728499812258918
-700	13.95314620694262	-460189.7843224694	18.803288002875792	0.5588921980248358
-800	15.944619247922674	-458949.72677008464	18.20154633078313	0.5527221023889135
-900	17.9340567899053	-460303.84085535136	18.9289335489653	0.5709461616456424
-1000	19.92811316490406	-460833.3125643158	19.22088865699274	0.5752088477882376
-1100	21.92186920691165	-461508.32172620064	20.903309564603255	0.6504205345622505
-1200	23.91627133192378	-461279.7216561075	21.56194638491774	0.6783565604198232
-1300	25.90610712292255	-461680.3062796356	21.953005139960506	0.6943958336003815
-1400	27.895890664920444	-461520.78146488755	22.213520818862595	0.7068499884644358
-1500	29.888497664913302	-461531.03419275326	22.39403043407676	0.7146002827774045
-1600	31.878280664910562	-461564.65275770763	22.529567574569697	0.721932501285715
-1700	33.87488374891109	-461474.0700837265	22.63300784647445	0.7270144913711211
-1800	35.866709706926486	-461586.21598541585	22.711739374764072	0.7305327506706052
-1900	37.859679039916955	-461590.7978707508	22.769447149488027	0.7318170635702146
-2000	39.84915820689639	-461669.72793403704	22.817589869331727	0.7355761212437737
-2100	41.84504191487213	-459339.926867483	17.944188892331873	0.5419227572257679
-2200	43.842153622885235	-461129.9940895181	18.875696610830623	0.5538975605290976
-2300	45.837401455879444	-460014.2204560808	18.805105654908868	0.5700277228009988
-2400	47.830875371873844	-460425.3435965114	18.73316803471811	0.5572267067431569
-2500	49.82739170486457	-459752.83171543654	18.7702495053372	0.555121223709649
-2600	51.82014116286882	-459734.0017496178	18.32854344805313	0.5381744474067603
-2700	53.81454720484908	-460320.77300398157	19.446861581063786	0.5836724847027528
-2800	55.808992162841605	-460176.3702235349	18.696879134631953	0.5515418432296789
-2900	57.81283099585562	-459456.8826434269	18.18147816514063	0.5440423474529117
-3000	59.80880849584355	-459499.68897596904	18.044074094126973	0.5499564077523926
-3100	61.80208295484772	-459245.5325002471	19.086084395860997	0.5583647232225508
-3200	63.79931874686736	-459277.3573907162	18.91014557146334	0.5505498237190045
-3300	65.79169445484877	-460131.8375352297	18.921631073864614	0.5572232375804358
-3400	67.78488232987002	-457744.0423022476	17.869989658783844	0.5356850662036776
-3500	69.7773259128735	-460160.4660503277	18.875199381050283	0.5686976624721379
-3600	71.76696445487323	-461945.0145164328	20.755263943857578	0.6449869677414344
-3700	73.7596889968845	-462053.0019481556	21.474314561651035	0.6727771577798245
-3800	75.75189908090397	-462011.00310885784	21.8984730976374	0.691916079806675
-3900	77.74541858088924	-462142.937005797	22.17936436396235	0.7040693738422639
-4000	79.73614433087641	-461941.36393265397	22.37693255992714	0.7133218752033663
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--- a/img/brainphantom256x256_pdps_known_noprediction_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, 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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/brainphantom256x256_pdps_known_noprediction_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.499998901039362e-6	561764.4291806474	-0.02636674332749045	0.0041734697881560985
-2	0.027392791991587728	520530.870463891	0.21206741550356306	0.004011763030691591
-3	0.04032858400023542	479985.8368318991	0.4663308950867685	0.004574691264828214
-4	0.06776616699062288	438673.3897938882	0.7195881726740667	0.004248131432570155
-5	0.0806483750056941	398096.90506932477	0.9572820306501764	0.0033185673268244804
-6	0.10795720800524577	358753.0812446605	1.213803188498757	0.0032617276795959844
-7	0.12083804100984707	319803.76206136314	1.4782130573365877	0.0034637155035860167
-8	0.1480742910061963	281054.7065820969	1.7433168966793522	0.0023884058621807137
-9	0.16094287400483154	242364.87745857172	2.023565721070737	0.0035113667305756587
-10	0.18817570700775832	203882.28699976287	2.3053111621379934	0.0037153834569130044
-11	0.20107454003300518	167102.53971932502	2.5907101054391504	0.0014215566657160852
-12	0.22827495701494627	130708.37467803882	2.878719647103553	0.0017473641654045932
-13	0.24116879000212066	94928.59062117501	3.177622121775929	0.0029341038537563048
-14	0.26850012299837545	60839.54148341778	3.4630272317860786	0.0018744720016096936
-15	0.2814390400017146	27264.721034679984	3.796196521798074	0.006773964975820862
-16	0.3086632490158081	-4245.77969848381	4.0873750298498	0.005206999592546855
-17	0.3218367070076056	-33747.833814727004	4.323337831540398	0.001778486612477689
-18	0.34975608202512376	-64174.24768509745	4.706084450788128	0.00899564575588497
-19	0.36271604005014524	-92737.60331175382	5.010938028871835	0.009513206426156972
-20	0.3901843320345506	-120067.41039135329	5.318981358069066	0.011085212922876408
-30	0.5954704570467584	-315746.1942847589	8.297337779321772	0.09271699619493276
-40	0.8014624150528107	-407017.78266570024	11.057719738918998	0.27657124828767965
-50	1.0065846650395542	-441171.17660338327	12.815058139593404	0.3847467355526497
-60	1.2133112070441712	-452820.6992331579	14.243712397270961	0.4446997422275714
-70	1.4188539160531946	-454846.17996091873	14.571914396643828	0.4569011983005828
-80	1.6254644160508178	-456079.1841640098	14.926062713688141	0.478912216100132
-90	1.8248776660475414	-457996.92442521313	15.719345891666343	0.49308884382510343
-100	2.0252518330235034	-458302.09490080207	16.14845397475363	0.5094411970675139
-110	2.2120233330351766	-456174.2969518729	15.720073020529586	0.4866280177574167
-120	2.411957167030778	-457784.37145470426	16.159784473973577	0.49485216593751336
-130	2.611702917027287	-457572.927780753	16.28179346685444	0.4845204733035019
-140	2.8123948340071365	-456164.3567261998	16.497253044474736	0.48147982156166935
-150	3.0121579999977257	-459055.40283440665	17.163089661412094	0.5159470579455723
-160	3.211642375012161	-457772.57691079704	17.306091185525187	0.5039505458241422
-170	3.4124848330102395	-459222.3024026213	17.533392399313154	0.5238901302409257
-180	3.6120526659942698	-459187.9366404675	17.743624642992405	0.5252546515104065
-190	3.8126501250080764	-458767.1021743071	17.92834096382889	0.5159041227220037
-200	4.0126757500111125	-459062.42995950405	18.10017688821087	0.5250623402993604
-300	5.997012458014069	-461008.24518443976	19.246291231428334	0.5694446652674443
-400	7.991836375003913	-460323.1141507816	19.288888405423986	0.5755707032804991
-500	9.97516450000694	-459119.922754881	18.496593174892368	0.5594615645316354
-600	11.969736291997833	-460835.6919411478	18.857198610534386	0.5763808707785094
-700	14.007171541976277	-460141.2237245469	18.852426092329438	0.5635060351168601
-800	16.01030924997758	-458932.4253019166	18.188664222443556	0.5545149403755596
-900	18.021704541984946	-460280.2986701431	18.951522931381522	0.5732961462398796
-1000	20.007491416996345	-460792.6303104337	19.257243133077104	0.5776464432253751
-1100	22.00448800000595	-461445.45187062793	20.94584751352056	0.652914360096078
-1200	24.03432158299256	-461219.4533854995	21.585505313131698	0.6802418506733003
-1300	26.02518279198557	-461621.7266319394	21.93391484717701	0.6946204964403497
-1400	28.024397874978604	-461462.5889903576	22.148021441484936	0.7052851212796574
-1500	30.019189082988305	-461471.1301179847	22.28247506711291	0.711652816715506
-1600	32.04167058298481	-461504.40488798975	22.372154872072798	0.7172670708068869
-1700	34.0250668329827	-461413.33191349363	22.436085556141244	0.7207620160858309
-1800	36.023497999995016	-461524.29217828397	22.482218179933252	0.7228304670673408
-1900	38.017824916983955	-461528.33272297896	22.51357582323644	0.722919525775275
-2000	40.00033483398147	-461607.7135888349	22.539840804414904	0.7255484806685252
-2100	41.98530279198894	-459281.75414725277	18.025835527211747	0.5464400202477273
-2200	43.97091537597589	-461093.2110290225	19.047972603532827	0.5614701056493945
-2300	45.95654020897928	-459975.84019264486	18.88360716262732	0.5737296007615795
-2400	47.96479183397605	-460386.8684691104	18.81290258577932	0.5614262394430742
-2500	49.95945604197914	-459725.04777559603	18.857897959802806	0.5605885276996079
-2600	51.96820933397976	-459702.98100995633	18.35265797538008	0.5415867387243142
-2700	53.9674101669807	-460297.45896365546	19.513762378699656	0.5872493201873015
-2800	55.96272387597128	-460161.3174441715	18.71458728512711	0.5536405086532002
-2900	57.97251075098757	-459466.8969991279	18.197186236192326	0.5454479520012276
-3000	59.978143541986356	-459482.3468816678	18.016772273041106	0.5508689542807944
-3100	62.09218191698892	-459200.7747675715	19.154788752992758	0.5628239646535916
-3200	64.234035417001	-459242.3011468117	18.975492336324386	0.5555391872418787
-3300	66.412120708992	-460096.73195519444	18.974177162604498	0.5605069155977577
-3400	68.61117045898573	-457729.72478505666	17.837461748261795	0.5367819087628174
-3500	70.82053733398789	-460108.88446760486	18.884348621496684	0.5710911279681508
-3600	73.02428891698946	-461878.0293521962	20.806836105938388	0.6476695327307788
-3700	75.23888608397101	-461992.3075567792	21.521403780006082	0.6751528404434636
-3800	77.45018454198726	-461953.156448564	21.907216521285097	0.6929851687313527
-3900	79.66850587597582	-462084.3403574424	22.136274337106062	0.7035520007911169
-4000	81.87820100097451	-461882.6361696941	22.282260647962147	0.7112144403647047
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--- a/img/brainphantom256x256_pdps_known_noprediction_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_noprediction_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.749986929818988e-6	563529.9047468598	-0.02636674332749045	0.0041734697881560985
-2	0.028203083988046274	522230.4121426869	0.21279333631592212	0.004015782672267686
-3	0.041571167006623	481619.3631436144	0.46784761512442186	0.00458424595326561
-4	0.06978720898041502	440241.3411652271	0.7219640607429758	0.004261470852131475
-5	0.0831427089869976	399596.84641435475	0.9605771160065125	0.0033310742177269153
-6	0.1113377089786809	360182.7230184093	1.2181080333204446	0.003277542257450899
-7	0.12470233396743424	321158.8309147503	1.4836185817708007	0.0034846615050913984
-8	0.15294237597845495	282327.72745036945	1.7499138574564652	0.002407495253489737
-9	0.1663254179584328	243551.5715412255	2.0314605280591898	0.0035377242658122705
-10	0.1945667509571649	204971.3052367428	2.3146112405493287	0.0037465857650616345
-11	0.20793895894894376	168087.6077063319	2.6015506187766366	0.001445223920697655
-12	0.23616591695463285	131581.95842499935	2.8911981929368222	0.0017796048358759112
-13	0.24975687597179785	95678.00703163183	3.191860397111857	0.0029796778285004354
-14	0.2780378349707462	61461.746567909475	3.47912397356731	0.001918121675735854
-15	0.29176345994346775	27755.830565708828	3.8143838193720923	0.006887807405694318
-16	0.3201446269522421	-3893.401121197153	4.107650269227293	0.0053264253518978365
-17	0.33399250195361674	-33532.87057718799	4.345534238015767	0.001871913170431168
-18	0.3622470019327011	-64090.021422350655	4.730985732776082	0.00927972036213337
-19	0.3756835439126007	-92778.98444563332	5.038279724886831	0.009910620610891228
-20	0.4044333779020235	-120223.47153768972	5.34888531669436	0.01169538908342028
-30	0.6132007119012997	-316341.0958823532	8.357635065591127	0.1003391769802894
-40	0.8219775448960718	-407280.41832160804	11.160242715041793	0.2887203887738666
-50	1.0305977948883083	-441170.4307744398	12.953531639294782	0.39497702744138197
-60	1.237591211887775	-452746.2199993733	14.429765327349909	0.45337045236288603
-70	1.4473810038762167	-454786.5545682434	14.772252616086908	0.4645442965768186
-80	1.6552954618819058	-456060.9388641407	15.140290546108087	0.48706626532067243
-90	1.8681718778971117	-458005.4595382606	15.985904447503854	0.5016162924270622
-100	2.07758825289784	-458332.28433385736	16.432883586094643	0.518465675603389
-110	2.2723452939244453	-456244.8001112888	15.959814198927171	0.49431958167987833
-120	2.4808666279132012	-457859.89652541955	16.409669673105153	0.5021904512040554
-130	2.6883220859162975	-457658.4330316825	16.52268047581972	0.4920403244913355
-140	2.8991401279054116	-456250.66166186373	16.72711190633072	0.48831333625252016
-150	3.1062863779079635	-459122.6466961021	17.41561388739212	0.5241584455564836
-160	3.315143377898494	-457838.8221641652	17.55702711176346	0.5113511766154799
-170	3.522398460889235	-459288.09449293814	17.782500296587504	0.5316024643325038
-180	3.7317859609029256	-459245.02460634016	17.98284849116627	0.5329505723636522
-190	3.9397985858959146	-458819.1750288819	18.162845071003414	0.5237019940793066
-200	4.146887252893066	-459107.29637756816	18.323311168994614	0.5334750342902224
-300	6.203741794888629	-460997.77597588877	19.384257982696994	0.5773520879001242
-400	8.266204669896979	-460297.5832697261	19.326303502041068	0.5785684566341357
-500	10.320481878879946	-459112.306252804	18.50342630019859	0.5608502003769228
-600	12.366652670898475	-460787.600547811	18.87865662223903	0.5786598988574547
-700	14.39197358788806	-460099.6290365436	18.890632711295087	0.5664768083369967
-800	16.410606670891866	-458909.6969265966	18.169656857871946	0.5551597909916686
-900	18.43487117087352	-460256.09744240245	18.95909469466928	0.5744824222288933
-1000	20.438566128868842	-460757.3889281838	19.28255265306516	0.5794103421405931
-1100	22.447750253864797	-461392.27842845	20.941380926139786	0.6534063313853199
-1200	24.44307308687712	-461165.7136774857	21.538875156253404	0.6792303756504747
-1300	26.473579045879887	-461568.3221977633	21.847858494458343	0.6920818672122613
-1400	28.48964442088618	-461408.6543519856	22.018547137817738	0.7006724190244622
-1500	30.494022254890297	-461415.52933596604	22.1158221043029	0.7052011844930486
-1600	32.49083650490502	-461448.7091727102	22.177464191585088	0.7094243711634876
-1700	34.490654462890234	-461356.95833429316	22.21995122891297	0.7118903937760854
-1800	36.48231975486851	-461466.86940096895	22.251813923293916	0.7132176152167666
-1900	38.466594421857735	-461470.67210924195	22.27174980381048	0.7127223315498099
-2000	40.453065713867545	-461550.6675872017	22.28816779282282	0.7147312803380866
-2100	42.46963921387214	-459237.22029328096	18.107917370358763	0.5501779366438704
-2200	44.46098704688484	-461066.44632157026	19.18100184623154	0.5675513457538064
-2300	46.47050121286884	-459943.5562971577	18.931355413443796	0.5758428830839777
-2400	48.52939867085661	-460354.0166790928	18.865081951625026	0.5637310439759535
-2500	50.57449767086655	-459698.0172977293	18.90617159242285	0.5635546334273343
-2600	52.61958746286109	-459669.880748081	18.361453882574658	0.5432155412088934
-2700	54.63434887884068	-460269.61794375296	19.526725273852495	0.5881579787201829
-2800	56.64962629484944	-460143.1212110824	18.728094516206617	0.5551444911398384
-2900	58.68925583685632	-459469.73063015373	18.195745514717288	0.546451052601687
-3000	60.71743204485392	-459455.4044809856	17.995290539777876	0.551119461453353
-3100	62.750620711856754	-459164.5105180494	19.20894005690558	0.5659268156589001
-3200	64.74787037886563	-459212.9589219852	19.022346322695977	0.558533388309909
-3300	66.73720171186142	-460065.1604373697	19.002485865640864	0.5620524774619229
-3400	68.74477333686082	-457698.43636588176	17.804722959645595	0.5371617189640575
-3500	70.7534115028684	-460068.47931994154	18.90952236354945	0.5733104157508768
-3600	72.80703483585967	-461823.8510147284	20.82700509179545	0.6487762017422679
-3700	74.81133021085407	-461939.7948459078	21.50196277430135	0.6750930586595953
-3800	76.82884762785397	-461900.771589917	21.838908940723908	0.6912482612030622
-3900	78.83785746185458	-462030.3345486128	22.02280869345352	0.6999280944832776
-4000	80.86260125384433	-461828.1447743712	22.13314917578639	0.7059597851425212
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--- a/img/brainphantom256x256_pdps_known_noprediction_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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/brainphantom256x256_pdps_known_noprediction_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.166018571704626e-6	565295.3803130721	-0.02636674332749045	0.0041734697881560985
-2	0.028202833025716245	523926.0364209317	0.21351851240197253	0.004019799987541865
-3	0.04162058304063976	483245.0236139763	0.4693613135979432	0.0045938070393532
-4	0.07047012401744723	441797.5439671186	0.7243328725883622	0.004274835807043116
-5	0.08382316600182094	401081.61382842937	0.9638591090368822	0.0033436123404211654
-6	0.11244324900326319	361593.49543775123	1.2223915488404213	0.0032934209308508955
-7	0.12581237399717793	322491.80302005814	1.4889920700911525	0.003505720874476014
-8	0.15483829099684954	283576.19702463347	1.7564654888021325	0.0024267177682847935
-9	0.16847204099758528	244712.098438437	2.0392937187551534	0.00356432413297146
-10	0.19765195800573565	206031.8814501682	2.32383032603295	0.0037781216628429057
-11	0.21130716701736674	169042.26287949926	2.6122876015066017	0.0014693114336109263
-12	0.24027645902242512	132424.0600731025	2.903546773061918	0.0018124603386700652
-13	0.2538203760050237	96396.68710551923	3.205939337156443	0.0030261223430406033
-14	0.2820467510027811	62051.5528874835	3.4950279130313904	0.0019632317355541603
-15	0.2958419169881381	28215.355776214026	3.8323378836446804	0.007004601463467288
-16	0.32424887499655597	-3572.419277458048	4.127650405968843	0.005448251702030085
-17	0.3376936659915373	-33349.121196662876	4.367412082438091	0.0019742262157258625
-18	0.3663964580046013	-64035.718353906064	4.755511332301376	0.009581874062421893
-19	0.37983033299678937	-92848.01883326934	5.065189741103864	0.01034140253468932
-20	0.4085233329969924	-120407.89234020142	5.378300419648627	0.012353340779787524
-30	0.6187396659806836	-316938.1883672513	8.416570172403476	0.10822502834108497
-40	0.8283137499820441	-407544.71817725233	11.260476634742249	0.30034296354221485
-50	1.038004500005627	-441191.99001890334	13.089408153982472	0.40463055931947967
-60	1.2465527090243995	-452709.0833145495	14.61256221381566	0.46136296345827116
-70	1.4572892500436865	-454771.0230843682	14.967631200137738	0.4718147276934251
-80	1.6666180830507074	-456085.99579523207	15.344423744224136	0.49444705319949045
-90	1.8806929580459837	-458051.1503559795	16.23726307652731	0.5093003620129546
-100	2.091072667040862	-458391.48151983984	16.692714376928908	0.526213998396347
-110	2.2873658330354374	-456334.91419409733	16.17126850964455	0.5007382957963303
-120	2.495690166048007	-457945.6759083076	16.624420836012202	0.5082653787691673
-130	2.7065644570684526	-457745.92052232113	16.725142008875025	0.4982646552902247
-140	2.9160279990755953	-456333.94200900494	16.91553390690286	0.493895339019698
-150	3.123566707072314	-459184.4885057824	17.617281925616098	0.5309343584619322
-160	3.332700123079121	-457897.3596464773	17.75571262508229	0.5172035526576583
-170	3.540425164072076	-459344.19532250456	17.97560142792901	0.5375239122401061
-180	3.748944747057976	-459292.8930503021	18.165609435715552	0.5393484599706178
-190	3.9599639970401768	-458861.17754794285	18.33578809944114	0.5300022724484631
-200	4.169113789015682	-459143.685658249	18.486398083350153	0.5409384710860784
-300	6.229665455000941	-460978.92657916626	19.463567743898633	0.5818521578380125
-400	8.292877454980044	-460267.6106957868	19.33949828910768	0.5799665107640387
-500	10.349343579960987	-459100.1655744206	18.505684230063043	0.5617135543287441
-600	12.410720954969293	-460746.18336562475	18.9019461392127	0.5803357640970563
-700	14.466692246962339	-460059.76022756065	18.91767213362293	0.5678520538082183
-800	16.52180520494585	-458874.9276458219	18.147799893228004	0.5553256923747589
-900	18.57712691294728	-460231.911540191	18.96293317304504	0.5752616798589846
-1000	20.63122049596859	-460725.3587049916	19.299442648157417	0.5803536446941447
-1100	22.68277145398315	-461344.75967433315	20.918980166532847	0.6531692370708505
-1200	24.712006786983693	-461115.98086155293	21.474060845908937	0.6772395075522313
-1300	26.706109828985063	-461518.1343977251	21.741517049584424	0.6879840085612807
-1400	28.71232095398591	-461357.6950729881	21.880740436974904	0.6948968553597735
-1500	30.706591411988484	-461363.31297578855	21.958353698205173	0.6984143216169009
-1600	32.70427820298937	-461396.4536541244	22.006242440450453	0.7017180589583859
-1700	34.69767174497247	-461304.2502619315	22.039699676945062	0.7036513255579334
-1800	36.67854778698529	-461413.2342511399	22.065871259407096	0.704593949894285
-1900	38.65873020296567	-461417.15101515467	22.07997010971456	0.7037149459264208
-2000	40.6440414939716	-461497.62494715495	22.091703835136695	0.7054644726065264
-2100	42.62745266096317	-459199.8887442621	18.17933044315606	0.5531830186550972
-2200	44.61833541095257	-461044.5990391365	19.274006400082712	0.5716812596599377
-2300	46.60035936895292	-459913.7002263213	18.960543732693317	0.5768254186915276
-2400	48.58351099395077	-460323.7277240528	18.903784284583857	0.5654574303711546
-2500	50.56591732794186	-459671.11602936324	18.935186531076155	0.5648598911697367
-2600	52.55634328594897	-459638.333330639	18.372005157503622	0.544210073715195
-2700	54.54362632794073	-460239.5650984061	19.520816756905198	0.5881560151147665
-2800	56.5254809949256	-460124.3223310338	18.74078751851268	0.5561916311000084
-2900	58.50678353692638	-459466.5061112715	18.186799588864396	0.5469585147519052
-3000	60.51412170394906	-459426.09490797337	17.983027766230343	0.5511990749529055
-3100	62.51693328694091	-459132.54830025684	19.250727113524235	0.5684267196612132
-3200	64.49977553694043	-459185.1319074949	19.05689781115761	0.5603675854290519
-3300	66.50963503695675	-460035.2219269329	19.02234998655454	0.5630073291224362
-3400	68.5725835369667	-457661.4066210271	17.778589082914902	0.5372576249785955
-3500	70.61311757896328	-460032.9979074477	18.93476482963897	0.574888249118352
-3600	72.66525216196897	-461776.6053701969	20.822824913343663	0.6487830120521957
-3700	74.67997311998624	-461891.1723377908	21.448771823645437	0.6735708207322336
-3800	76.67676437000046	-461851.0741979814	21.742302238937686	0.6877821940370992
-3900	78.69431945300312	-461979.09645858954	21.89419925338237	0.694857326541838
-4000	80.7099565359822	-461776.63198815036	21.981263202478658	0.699613140605402
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--- a/img/brainphantom256x256_pdps_known_primalonly_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, 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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, save_prefix = "img/brainphantom256x256_pdps_known_primalonly_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.362498733215034e-5	559998.953614435	-0.02636674332749045	0.0041734697881560985
-2	0.02784554098616354	476637.35912192235	0.47267920025842847	0.007391754948748003
-3	0.041244540974730626	445197.7947481975	0.8540720863234396	0.010069591451451773
-4	0.06904329097596928	399148.83304854366	1.1817876128730762	0.012067979032692038
-5	0.08244441598071717	362057.34112770046	1.4925445085252673	0.014048663581902442
-6	0.11008258195943199	322712.0276680034	1.77625688092415	0.015113954262856466
-7	0.12350737297674641	283613.942531232	2.0841034085453805	0.015997034260319107
-8	0.15137403999688104	245692.6887982395	2.3985638099617166	0.017752176084650434
-9	0.1647218319994863	204991.2014572536	2.725536206825913	0.019868554868042693
-10	0.192437498975778	166249.2978845601	3.0478886908498932	0.021496579449602808
-11	0.205797206988791	129185.61702440766	3.385058820207485	0.023370880491656944
-12	0.2336025409749709	92203.74685047589	3.7184541719575357	0.026191260906605833
-13	0.24706212399178185	56025.27350298222	4.061921750086968	0.02899817938262596
-14	0.27482458198210225	20461.21758546986	4.407828903050753	0.035128934545417295
-15	0.2881886239920277	-10803.835451415036	4.748127372773057	0.03593677250031736
-16	0.31598945800215006	-42847.47513523618	5.101695794560708	0.04389137899125017
-17	0.32935162499779835	-63443.03086125404	5.419338240571236	0.038525443219608387
-18	0.35718479100614786	-105849.34578828198	5.8167690134808305	0.06991085698562982
-19	0.3704934990091715	-136270.28729403834	6.18398950960363	0.08887967661497398
-20	0.39825449901400134	-165423.9498583278	6.5522365427921105	0.11559522628463147
-30	0.6036216650390998	-350573.8956128067	10.256017481392474	0.4488015606315464
-40	0.8078587070631329	-421450.4933523644	13.752475400285118	0.5363463569506601
-50	1.0131478320690803	-448565.9078563955	16.549782624811098	0.5612579634887314
-60	1.219132957077818	-457413.77144058904	18.29261865964377	0.5914725586549482
-70	1.4242339570773765	-459467.16001480375	19.191430899016197	0.610261019676593
-80	1.628582707082387	-460619.61631071015	19.66434193789005	0.6229644137988117
-90	1.834326957090525	-461031.0386310068	19.956398383022776	0.627803601691895
-100	2.0403210820804816	-461031.13346871175	20.159135779817227	0.630741857396114
-110	2.2310876240953803	-460875.74331417785	20.27523472254238	0.6318715477288588
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-1000	20.44767337513622	-461416.8657634884	20.68173142246717	0.6314792278695214
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-1700	34.84249912411906	-461477.7612231863	22.78539312208317	0.7349524412817143
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-2100	43.08711653909995	-460836.5429331339	20.97280086513432	0.6383892738854783
-2200	45.140766581112985	-461662.63731138944	20.679595343746477	0.6225348046167729
-2300	47.18438574808533	-460896.4318020762	20.75675276002409	0.6353095491499551
-2400	49.25304383109324	-461388.4795449203	20.817256212980976	0.6408292491449734
-2500	51.30997299711453	-460752.1507607577	20.622606972880625	0.62638038478049
-2600	53.35904570511775	-461590.6152649233	20.838921663380848	0.6436822455613906
-2700	55.413077538105426	-460984.9326845244	20.791739415696547	0.6396629252393182
-2800	57.451073121104855	-461649.6280823049	20.844840605857016	0.6418022359694735
-2900	59.52025820410927	-462111.7301477763	20.81824818388245	0.6407750592454109
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-4000	82.16952887107618	-461949.3815315335	22.634326310508794	0.7260937418260256
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--- a/img/brainphantom256x256_pdps_known_primalonly_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, 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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/brainphantom256x256_pdps_known_primalonly_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.415983757004142e-6	561764.4291806474	-0.02636674332749045	0.0041734697881560985
-2	0.030749166005989537	477680.397345021	0.4726471684408935	0.007391363917083196
-3	0.045588458015117794	445904.3860085457	0.8541599527624693	0.01006979171856906
-4	0.07592187402769923	399681.3677583085	1.181965605751772	0.012069788261175638
-5	0.09077079003327526	362478.51260571275	1.492698133779293	0.014052620637906929
-6	0.12160779003170319	323116.3309646931	1.7766406376920196	0.01512863007554914
-7	0.1364782480231952	283959.62693412084	2.084634767165375	0.01602461735201811
-8	0.16718812301405706	245991.7949915964	2.399048048802981	0.01777848865112338
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--- a/img/brainphantom256x256_pdps_known_primalonly_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_primalonly_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.1416996130719781e-5	563529.9047468598	-0.02636674332749045	0.0041734697881560985
-2	0.027969208982540295	478723.86635741394	0.472614316916481	0.007390950701247952
-3	0.04138429198064841	446609.11112007604	0.8542534085296956	0.010070229902135195
-4	0.06907050000154413	400212.5521294223	1.182157012069232	0.012072309200388077
-5	0.08258220800780691	362898.2297963329	1.4928609753526136	0.01405688655153932
-6	0.11079316600807942	323518.3653354468	1.777019464404555	0.015142925401845865
-7	0.12437520798994228	284303.01439888566	2.085161258934029	0.016051413524515147
-8	0.15283320800517686	246288.3373402894	2.3995274193779057	0.017804162796283263
-9	0.1666248330147937	205528.49188343948	2.7264220371171715	0.019915993586429696
-10	0.19550987402908504	166772.6632505268	3.0490575401786084	0.021566592844316487
-11	0.2092884160229005	129659.92783665891	3.386152939236541	0.023425353347655054
-12	0.2380187910166569	92655.77068662681	3.719746054441953	0.026273795955601614
-13	0.25187379101407714	56441.589052720075	4.063352887172254	0.02908460055966324
-14	0.28092845701030456	20864.868133207037	4.409469395742472	0.03530258368410493
-15	0.2946922070113942	-10416.74148512728	4.749697831345213	0.03615008036416433
-16	0.3234319160110317	-42477.84204140522	5.103266241805367	0.04407482175628345
-17	0.33723516602185555	-63070.337297614016	5.420894590513371	0.038671257529147775
-18	0.36596408201148733	-105523.77513876763	5.818396526111193	0.0702255818438765
-19	0.37984533203416504	-135958.70458176133	6.185791004982363	0.08934450534422858
-20	0.4077442900452297	-165124.66547075234	6.554334251939668	0.11627737931121589
-30	0.6136708730482496	-350392.6622369389	10.259267643256749	0.45047883885783624
-40	0.82341995605384	-421303.9127842722	13.759333910933595	0.5367777287636595
-50	1.0327229140675627	-448448.3939904807	16.561592037409522	0.5617676915900466
-60	1.243159705074504	-457322.1361262212	18.304396335723876	0.5923110638304869
-70	1.45113916308037	-459386.6370526964	19.20170138056132	0.611123217089754
-80	1.6614027040777728	-460545.6349042846	19.671534693366752	0.6233511840425825
-90	1.8731394960777834	-460958.55090008094	19.960187325226478	0.6275585110392166
-100	2.082457830081694	-460961.76024366653	20.160038878467624	0.6304646436345803
-110	2.276240330073051	-460810.39763043064	20.27167216496915	0.6314250198417443
-120	2.4893671220634133	-461385.3373383841	20.357658865070526	0.6297257996218593
-130	2.7025286630669143	-461633.91212114727	20.28950824123649	0.618895086117552
-140	2.913505455071572	-459661.6746927151	20.019524260854467	0.5989227745242516
-150	3.119934205082245	-461362.1713702133	20.45767379462715	0.6258399495810821
-160	3.3275364960718434	-459570.41321647767	20.0982260455574	0.605945132600692
-170	3.537113955069799	-461240.16975068813	20.586131821318347	0.6326292588154661
-180	3.7488110800914	-460758.0965295466	20.458896240915045	0.6197426489008615
-190	3.9550359970889986	-460360.77198140696	20.45449192403316	0.620639841758876
-200	4.163410580076743	-460308.34330217086	20.359917758147734	0.6141085658920069
-300	6.209775413066382	-461451.4501927924	20.675740725342934	0.6311798230336816
-400	8.259066413069377	-461044.5050682531	20.714637128288196	0.6315464934397176
-500	10.303505705058342	-460866.784172736	20.68967098114775	0.6324426543482435
-600	12.360726747050649	-461683.55796069675	20.796821035956036	0.641653406091522
-700	14.412162372056628	-461143.56994406116	20.80006041460581	0.6399669860249377
-800	16.443685872043716	-461226.4025474807	20.760438301274764	0.6397296194652646
-900	18.480401831067866	-461328.149611983	20.844621441422824	0.6425070169465426
-1000	20.52367724807118	-461348.2966200302	20.650457284365004	0.6302645736696586
-1100	22.566389373067068	-461479.49426298344	21.572603653963146	0.6795144446094246
-1200	24.595038664061576	-461194.79871351196	21.883096302149248	0.6948066189441205
-1300	26.633042331057368	-461581.1901964803	22.051951042198898	0.7019791373281925
-1400	28.705013456055894	-461415.5473180235	22.14815358569895	0.7073841379190982
-1500	30.781105331057915	-461419.5991404839	22.20441470379911	0.7099318819104695
-1600	32.83703845605487	-461451.3362044265	22.242254646543497	0.7128995219324443
-1700	34.88081508106552	-461358.6398237299	22.269058836143945	0.7145110966039772
-1800	36.909250622062245	-461467.9828940076	22.2900779294736	0.7152609055732249
-1900	38.993327330070315	-461471.4868080469	22.302286832662773	0.7142766485912573
-2000	41.05312824709108	-461551.35889428295	22.31381037958778	0.7160158001749969
-2100	43.15472374710953	-460761.2825640375	20.901206492710344	0.6347501863446159
-2200	45.2223707891244	-461591.93724485405	20.635107168704426	0.6204701826148219
-2300	47.27907178911846	-460825.99434226967	20.717282867247096	0.6334835948135353
-2400	49.36809083013213	-461316.82439889555	20.776420184922657	0.6393569735611241
-2500	51.47236987212091	-460683.36712313414	20.588042145887595	0.6252041760278695
-2600	53.55706341311452	-461517.59649860335	20.793500417700944	0.6419901996858943
-2700	55.624818580108695	-460915.0611538726	20.750054167682794	0.6381432273879163
-2800	57.72617374712718	-461577.6334020887	20.803494762529766	0.6402816943270919
-2900	59.83240124711301	-462039.3704012938	20.776206232747988	0.6393101421847449
-3000	61.93398412212264	-461907.996813662	20.771676785349328	0.6366623044999391
-3100	64.044800455129	-459641.5031279542	20.3920002449596	0.6089472802926528
-3200	66.15119278815109	-459477.34857467946	19.87822805619336	0.581087140357154
-3300	68.25394212212996	-460750.1986670097	20.433043155520632	0.6097867528647885
-3400	70.35511670613778	-460777.54665878665	20.514960820506843	0.6146702756173856
-3500	72.4273487891478	-460839.07120107766	20.636751422629473	0.6292350175577288
-3600	74.51519503915915	-461928.5823309728	21.538165015867573	0.6779423640740626
-3700	76.5682702481572	-461972.32910919335	21.869484120631427	0.6923363014738877
-3800	78.6262610811682	-461915.0873571728	22.0490145818345	0.7020058243961733
-3900	80.69734162316308	-462037.6231640439	22.151664048021956	0.706868165205581
-4000	82.72620991518488	-461832.3300872139	22.21569034632101	0.7104498956983064
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--- a/img/brainphantom256x256_pdps_known_primalonly_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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/brainphantom256x256_pdps_known_primalonly_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	6.541988113895059e-6	565295.3803130721	-0.02636674332749045	0.0041734697881560985
-2	0.028598583972780034	479767.79081317846	0.4725805895185553	0.007390520849807125
-3	0.04230470897164196	447311.88610633253	0.8543522605730434	0.010070897206036938
-4	0.06994341796962544	400742.03151101933	1.1823611122076518	0.012075488166981932
-5	0.08372083396534435	363316.2480551129	1.4930326960382905	0.01406172802791799
-6	0.11247062595793977	323918.00531252107	1.777390888186576	0.015157019493246729
-7	0.12630066796555184	284643.8389803837	2.0856803877157795	0.016077804592049043
-8	0.1549420009541791	246582.53273664557	2.4000004410784816	0.01782941618479579
-9	0.1687113759398926	205790.80121382014	2.7268564503497235	0.01993796577127766
-10	0.19735900091473013	167027.836289112	3.0496076691978447	0.021596967446818265
-11	0.2111072089173831	129893.72926449643	3.3866680613952687	0.023449157768083775
-12	0.23970758391078562	92877.66677149477	3.7203351620662306	0.026307411083642
-13	0.2535049169091508	56645.530108664265	4.06400426887502	0.029123101768130856
-14	0.2831251669267658	21062.368154960026	4.410222965270169	0.03537991282516976
-15	0.296880125941243	-10227.384113214423	4.750416276959662	0.03624109127636443
-16	0.3256809589220211	-42298.339176093075	5.103981258611529	0.04415354908579572
-17	0.33945825093542226	-62890.40751351866	5.421603828570053	0.0387326100760103
-18	0.368043042923091	-105365.8652120626	5.819140795198181	0.07036937219571023
-19	0.3818204599083401	-135807.52609026985	6.1866143661415185	0.08956558299708117
-20	0.41045916790608317	-164979.24441912354	6.555290473337654	0.11660888271017758
-30	0.6179573339177296	-350303.053664494	10.260709569594326	0.4512442992315437
-40	0.8287337509100325	-421233.12819506414	13.762461846680212	0.5369751775495705
-50	1.0394433758920059	-448392.3134153097	16.56700518009705	0.5619915416853828
-60	1.2465871258755215	-457278.07657181035	18.30967557015488	0.5926371094112792
-70	1.4552344178664498	-459347.41557694564	19.20617865524298	0.6114364903122191
-80	1.663843126851134	-460509.7602532953	19.67447557227896	0.6234767477715365
-90	1.8729684608406387	-460923.4502357309	19.961570168162265	0.6274014644055955
-100	2.083736876840703	-460928.09482368454	20.160077234752535	0.6302747623139757
-110	2.278633460839046	-460778.70285707404	20.27019910183446	0.6311934933004957
-120	2.491168752836529	-461353.8328189858	20.354750655460748	0.6294490886183985
-130	2.7036972528439946	-461602.86620190006	20.285653267478445	0.618725209185867
-140	2.9144578778359573	-459630.9286635343	20.01567626877283	0.5986882956222734
-150	3.1221000858349726	-461330.88436953386	20.450705043380907	0.625393192209597
-160	3.330150835827226	-459539.8278798046	20.09336322600251	0.6057010818704177
-170	3.5397459608211648	-461208.6111581518	20.57649419191543	0.6320641957346145
-180	3.750879293831531	-460726.638801538	20.44852464241106	0.6191806728278418
-190	3.9583590848196764	-460329.0786615409	20.44299259217176	0.6200424586286135
-200	4.16462387581123	-460277.87689042266	20.350019138528552	0.613639290922346
-300	6.206045417813584	-461418.106759617	20.659653758170982	0.6304591204911283
-400	8.298484042839846	-461010.0580590193	20.69521874805192	0.6306104493244393
-500	10.378294084832305	-460833.0573997396	20.669307424012135	0.631553497975994
-600	12.468085209839046	-461648.9030931444	20.7775013946519	0.640877561577347
-700	14.513377000839682	-461108.29876310064	20.780746627739216	0.6391411348817186
-800	16.563749750814168	-461192.8371295044	20.743000576121005	0.6390165859235604
-900	18.623746542813024	-461293.60741329315	20.826498084162214	0.6417255881046122
-1000	20.696580042800633	-461315.0626324684	20.635910262128863	0.6296310075226695
-1100	22.743162876809947	-461431.55619929446	21.495522508427776	0.6762915372541085
-1200	24.784542209818028	-461143.8493024875	21.766195668476445	0.6898492696700691
-1300	26.82335179281654	-461529.7337628505	21.908019792840744	0.6958213463662213
-1400	28.872307917801663	-461363.7378072219	21.985466043932774	0.7001549163878023
-1500	30.915947208821308	-461367.0790040521	22.02879601807448	0.7020280334240361
-1600	32.972215249814326	-461398.71288982074	22.05733400596702	0.704409387690822
-1700	35.03863012479269	-461305.6964517738	22.077634214629377	0.7056217498616107
-1800	37.077928916784	-461414.1496443342	22.0952511597853	0.7061438431323386
-1900	39.13322824976058	-461417.79597357713	22.103256960819348	0.7049404932898304
-2000	41.19128145877039	-461498.1667958232	22.110531904095193	0.7064510865478301
-2100	43.244163374765776	-460724.8011355644	20.86518149913903	0.6330539134983187
-2200	45.286666791769676	-461557.93326025194	20.613012825804844	0.6194190535262459
-2300	47.3439266247733	-460792.32572446193	20.699447538582806	0.6325953499032073
-2400	49.403115041786805	-461282.20131972525	20.75727781625556	0.6386173267876236
-2500	51.45802879179246	-460650.05413786555	20.571840003283537	0.6245720602062248
-2600	53.53432891677949	-461482.50517709996	20.77257998556233	0.6411705180258984
-2700	55.58641237579286	-460881.30462796876	20.730469297979557	0.6373600832398384
-2800	57.64059404178988	-461542.94555254147	20.784462867918347	0.639509080358093
-2900	59.73259312479058	-462004.4712121872	20.756828049660314	0.6385450365098464
-3000	61.808393749786774	-461873.182586866	20.752377344284575	0.6358161845736128
-3100	63.90586199981044	-459608.70847869565	20.372987919750294	0.6081622080033958
-3200	65.9708335828036	-459445.6620445786	19.865687198187874	0.5806973019702616
-3300	68.0329429168196	-460718.58563566656	20.416755690070588	0.6090340837739474
-3400	70.12093508383259	-460745.79147253657	20.497851917166493	0.6138606095394454
-3500	72.19942287582671	-460806.30597851065	20.61931626092776	0.6285310180337031
-3600	74.33442329184618	-461880.2292630959	21.461280634218667	0.6748338256146297
-3700	76.49264133386896	-461921.4581927941	21.755091184629805	0.6877631201881942
-3800	78.61692683387082	-461863.6752295942	21.90965323238462	0.6961454177667153
-3900	80.77627791688428	-461985.2919894206	21.993361693132535	0.70003920450728
-4000	82.94164525088854	-461780.120005241	22.044008210925256	0.703023104648399
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--- a/img/brainphantom256x256_pdps_known_proximal_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_proximal_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.25000461190939e-6	559998.953614435	-0.02636674332749045	0.0041734697881560985
-2	0.029035667015705258	476702.3999876519	0.4736890264940851	0.0074078534592577835
-3	0.04385950000141747	445151.4481718742	0.8550663013597882	0.01010294007468283
-4	0.07300341699738055	399133.27899208653	1.1827770219107538	0.012120605310117936
-5	0.08786016699741594	362008.4855032445	1.4936496364619263	0.01411402225321938
-6	0.11680654197698459	322654.3503474456	1.7773415133048265	0.015180179866191456
-7	0.13160895896726288	283565.40985823533	2.0849445745208834	0.016056959011475136
-8	0.16060195898171514	245646.0334588395	2.399551420737132	0.017831241019007488
-9	0.17540287598967552	204949.45601712886	2.7266725854195832	0.01996743703556237
-10	0.2043553759867791	166198.75281774256	3.048934201364329	0.021586229639314482
-11	0.21914800099330023	129139.83227267055	3.38629931788309	0.023463913526352458
-12	0.24898762599332258	92146.48981368991	3.7196063990592005	0.02628638442116191
-13	0.2637879589747172	55969.75909607799	4.063119787839123	0.0291595348765065
-14	0.2927376259758603	20402.351838801358	4.409062290691955	0.03525977460462214
-15	0.3076033339602873	-10873.969340725318	4.749566106401687	0.036084415880783025
-16	0.3369116669637151	-42928.91544535525	5.103328697163116	0.044076540386587454
-17	0.35172399994917214	-63525.556235502176	5.421253993373715	0.038745691661673715
-18	0.3809049579722341	-105948.6933970444	5.818765235944866	0.0703554550624216
-19	0.39570637498400174	-136377.61731976288	6.186038498219217	0.08956216080503844
-20	0.42473954198067077	-165541.97554229252	6.554205172526113	0.11615938447927442
-30	0.6460121249838267	-350648.2549096943	10.258824175687966	0.4501141373552548
-40	0.8665228329773527	-421468.089218312	13.756716788849403	0.5364913055768086
-50	1.0872767489636317	-448573.47643583163	16.555396138498402	0.5611676253524074
-60	1.3082574989530258	-457417.8536520089	18.297517821711008	0.5911608168747564
-70	1.5291949149686843	-459470.92348895833	19.193238748369296	0.6096673157502177
-80	1.7499865819700062	-460621.6345669247	19.661466388442868	0.6223294402338269
-90	1.971698123961687	-461032.3905852317	19.949734982905074	0.6271998581882117
-100	2.1924066659703385	-461029.7169623344	20.146783952248583	0.629716192384679
-110	2.4004639579798095	-460872.4185433884	20.260791383825442	0.6308848234729219
-120	2.621559499966679	-461446.6328197424	20.346392625203297	0.6294244730535569
-130	2.8433849579596426	-461693.2754711352	20.28424894327953	0.618749345596139
-140	3.066550749965245	-459726.78951810824	20.019602933954314	0.5995944228894794
-150	3.2910687499679625	-461423.2056702522	20.451826635780144	0.6259477122072603
-160	3.515915415948257	-459631.40511938627	20.098040243485084	0.6062835235383089
-170	3.7397873329464346	-461300.0178988426	20.578317709443557	0.6326277546942092
-180	3.9613202079490293	-460819.9929916063	20.45515235649507	0.6200189619946171
-190	4.181550499954028	-460421.6844373105	20.45285834142375	0.620967116884689
-200	4.399071540974546	-460366.3009629885	20.354009723480267	0.6141567349698136
-300	6.580437123979209	-461510.6340248639	20.670162065272955	0.6311798885101705
-400	8.775280373956775	-461109.31488016684	20.719260579863196	0.6320365045963248
-500	10.952228248934262	-460929.44942193036	20.69657023395072	0.6330079251828638
-600	13.169707081950037	-461746.79410263704	20.796054883620165	0.641493099766703
-700	15.361864498932846	-461206.74202251434	20.796769048212926	0.6397848748850262
-800	17.56121866594185	-461286.10636824416	20.757068661184558	0.639635109316252
-900	19.772845624916954	-461390.8764714184	20.83882793997118	0.6422888450320935
-1000	21.9738249159127	-461407.52806499985	20.643298173687565	0.6302184334096915
-1100	24.19308987489785	-461586.3464608615	21.714727552295344	0.6847989458556734
-1200	26.371729499893263	-461309.2493362168	22.128736288275782	0.7040388033245408
-1300	28.56248712487286	-461697.02369169856	22.373184078092287	0.7140875046042392
-1400	30.739504958881298	-461532.060447717	22.53327339722152	0.7223438466197112
-1500	32.94195437588496	-461538.6328266802	22.640227457251804	0.7269184999698559
-1600	35.147573417867534	-461570.39979150286	22.719460443849783	0.7318081471035895
-1700	37.32171300187474	-461478.2880634861	22.781911836912393	0.7350081597576864
-1800	39.529310834856005	-461589.6973758689	22.83036748998034	0.7369972607890444
-1900	41.72529770983965	-461593.3157013211	22.864685101755235	0.7370869252314568
-2000	43.929937501845416	-461672.062019953	22.895891268729272	0.7399227241661679
-2100	46.11643445986556	-460831.29395805806	20.936662399543998	0.6369015618657763
-2200	48.3090147098701	-461655.8055382073	20.64523631901625	0.6214557969374217
-2300	50.505537125864066	-460888.7439540354	20.719644310526093	0.6340752176739488
-2400	52.70069054188207	-461378.7613495	20.773491251355875	0.6390824101918089
-2500	54.89738570788177	-460745.52557162923	20.59091357192212	0.6253200337119199
-2600	57.099454790877644	-461582.4252614616	20.799306139559324	0.6422328118940932
-2700	59.29250366589986	-460975.75993916084	20.751926230670588	0.6381800903861549
-2800	61.52068008290371	-461640.6205145294	20.801231183914133	0.6400815578204478
-2900	63.72112591590849	-462102.25989439106	20.77663659142264	0.6391663323752093
-3000	65.95480183290783	-461972.59659505886	20.774923493991242	0.6367666652511604
-3100	68.1544514579	-459706.3833287126	20.406713505413517	0.6097266340231027
-3200	70.3588437079161	-459540.3579830785	19.891873668526927	0.5817929157252311
-3300	72.58158487491892	-460809.57105874363	20.438339788572712	0.6107432619285195
-3400	74.79197470791405	-460835.99837281246	20.519542876967876	0.6156733969525865
-3500	76.97564924889593	-460900.0054587607	20.63829058443242	0.6292179164119205
-3600	79.18227833291166	-462037.07721628685	21.681415099018988	0.6830625002904731
-3700	81.40557187490049	-462087.17023677495	22.106245075618002	0.7008438743463233
-3800	83.59339433291461	-462030.6164721507	22.354595356880775	0.7131423049886483
-3900	85.83075062491116	-462155.1903594393	22.51666247477873	0.7205039944188413
-4000	88.00754766690079	-461949.80336541944	22.628432061240154	0.7260688222455439
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--- a/img/brainphantom256x256_pdps_known_proximal_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, 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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, phantom_ρ = 100, save_prefix = "img/brainphantom256x256_pdps_known_proximal_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.208000170066953e-6	561764.4291806474	-0.02636674332749045	0.0041734697881560985
-2	0.029386874986812472	477772.60352856905	0.47416210950828774	0.007415531622632549
-3	0.04420633299741894	445831.54201752564	0.8556395922189581	0.010119589144049099
-4	0.07331924999016337	399652.6986019082	1.1834220640538975	0.0121473521051133
-5	0.08836183298262767	362400.4389922261	1.494333619204808	0.014149753113820093
-6	0.11764654098078609	323024.03425067704	1.778254249533942	0.01522774635184404
-7	0.13247116599814035	283882.8640395682	2.0858838868164566	0.016114624787739226
-8	0.1616962069820147	245919.64670498838	2.4005183696836827	0.017897547454711907
-9	0.17658429098082706	205195.3352253661	2.7276762982458527	0.020041397138472895
-10	0.2055951239890419	166431.96416691126	3.0500610179333396	0.021669226677280964
-11	0.22041212397743948	129350.44266024753	3.387480496295	0.023541047843757906
-12	0.24945612397277728	92339.67907049721	3.7208727047749894	0.02638172254501852
-13	0.26427566597703844	56147.77029549168	4.064487757284027	0.02929538506547372
-14	0.29331962496507913	20572.118110416806	4.410528453062292	0.03540857231991382
-15	0.3081306659732945	-10717.21148112784	4.7510965050743	0.03626512680470327
-16	0.3384145409800112	-42786.43826475472	5.10495633423716	0.04426236117452481
-17	0.3533202069811523	-63384.87202863484	5.4230117332797025	0.03893011155319675
-18	0.38246474898187444	-105837.90759620132	5.8205728962821714	0.07071721320744478
-19	0.39733216498279944	-136277.43848340202	6.18796899455673	0.09007742956462768
-20	0.4263431649596896	-165454.1526176333	6.556268797608462	0.1167238847931111
-30	0.645438123960048	-350596.48582448537	10.261929469722748	0.4515319317673516
-40	0.8636804159614258	-421404.5116904354	13.762296794871032	0.5367584291902869
-50	1.0820691239496227	-448518.3978258499	16.564121685319297	0.5614030823582099
-60	1.3005964159383439	-457373.9085048995	18.30588057221346	0.5914100338476127
-70	1.5189499579137191	-459432.86409579293	19.19921858592214	0.609679583569413
-80	1.7374591249099467	-460585.59002685547	19.66333186496991	0.6220467099606226
-90	1.9560254999087192	-460996.87652548985	19.947649623108553	0.6266827743602128
-100	2.173608874902129	-460994.3826579701	20.140385260812828	0.6290103992314371
-110	2.378357624897035	-460837.70738044876	20.25010008894009	0.6300870357362052
-120	2.5969945419055875	-461412.0924345887	20.332815310297896	0.6285638546521161
-130	2.8144480418995954	-461658.89207825245	20.272447037818814	0.6182707705242505
-140	3.03174116689479	-459697.5887098162	20.010457281062187	0.5991754925400398
-150	3.248936666874215	-461388.0745708661	20.432047592212626	0.6249815949447837
-160	3.4659844998677727	-459598.46030530456	20.086587765554206	0.6060105063583754
-170	3.682812124839984	-461263.03743456514	20.55083790223796	0.6314303911125991
-180	3.8998824578593485	-460785.1983080981	20.428615008101904	0.6190426413310206
-190	4.116731790883932	-460386.24951323256	20.425940217084047	0.6199531030423062
-200	4.333990249899216	-460332.37921665737	20.328014325985503	0.6132154651987625
-300	6.510508208884858	-461470.7027605368	20.63198556687535	0.6297499279720288
-400	8.689072999870405	-461068.78618832177	20.676103651816092	0.6304578785624024
-500	10.872397541883402	-460889.52990054723	20.65336294609731	0.6313994099699308
-600	13.04934995790245	-461705.69892908004	20.7511004631057	0.6399725002028397
-700	15.216933290910674	-461165.2126459676	20.7517820270491	0.6380474790019816
-800	17.381680123886326	-461245.2000950096	20.714654637638752	0.638138517691965
-900	19.5476342489128	-461349.7385930514	20.79399066338013	0.6406764080286608
-1000	21.74007312388858	-461368.10407306807	20.605447117399546	0.6289342386097674
-1100	23.924216457875445	-461527.83026946115	21.616291773315723	0.6817806732254383
-1200	26.09317041587201	-461248.647813059	21.98721232568007	0.6993059160637243
-1300	28.260992207884556	-461636.5369824387	22.197349355010175	0.7079662332492418
-1400	30.429287915903842	-461471.7551362793	22.326098831792347	0.714994318112899
-1500	32.5962968749227	-461477.0226392162	22.405944486933382	0.7185020441894621
-1600	34.76356783290976	-461508.7001345785	22.46188308603088	0.7223598761565722
-1700	36.94523666691384	-461416.29635482014	22.503393805210333	0.7246931297489942
-1800	39.1128853749251	-461526.79680164054	22.535319903902668	0.7259730883269055
-1900	41.295438707922585	-461530.28649795457	22.555507666566527	0.7254438064507713
-2000	43.46189366694307	-461609.84374154016	22.57423108919398	0.7276674269361936
-2100	45.65475829193019	-460790.5980782592	20.882845551605985	0.6342910307319234
-2200	47.82176862593042	-461616.32627589116	20.604385686471993	0.6197987399008086
-2300	49.99434533395106	-460848.1997743013	20.67723909016766	0.6324957287172485
-2400	52.1647558749537	-461337.6764989341	20.728983824634383	0.6374979506212082
-2500	54.331151999969734	-460707.1907771798	20.55463800214148	0.6241803058581371
-2600	56.500439666968305	-461541.28551366477	20.754409053805468	0.6406513388218529
-2700	58.66917033394566	-460935.4430990912	20.708950402739337	0.6366894086388818
-2800	60.88020183396293	-461599.3130413398	20.755683434617033	0.638431925728777
-2900	63.04865087597864	-462060.66440661007	20.732091954982465	0.6376257718833535
-3000	65.21420025097905	-461931.5317004886	20.73139839092415	0.6351303235745192
-3100	67.39173433399992	-459670.6183546943	20.373206920737836	0.6084590027724093
-3200	69.56313725101063	-459507.5774207035	19.87401427579497	0.5815126734639297
-3300	71.73393629200291	-460772.1549017727	20.401709350018148	0.6095554652807589
-3400	73.92400345901842	-460797.7804659181	20.480097357608685	0.614274134915554
-3500	76.1067618750385	-460861.64256642124	20.597212522349935	0.6278432623094587
-3600	78.2815276660258	-461978.03524543456	21.585960742251714	0.6802457280868743
-3700	80.45292812405387	-462026.5804320709	21.973028053232863	0.6966235300338117
-3800	82.62317233305657	-461970.6727958898	22.188329138762313	0.7076371472070837
-3900	84.7941199990455	-462094.1608076924	22.318997047023824	0.7137776150322142
-4000	86.97895983204944	-461888.7879098893	22.40499723244197	0.7182709936334599
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--- a/img/brainphantom256x256_pdps_known_proximal_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, 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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, phantom_ρ = 100, save_prefix = "img/brainphantom256x256_pdps_known_proximal_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.208997314795852e-6	563529.9047468598	-0.02636674332749045	0.0041734697881560985
-2	0.02912275100243278	478839.64546806616	0.4746343772855547	0.007423191550118712
-3	0.04398237599525601	446507.59743633814	0.8562108604554385	0.010136235965406852
-4	0.07303554299869575	400167.6488076236	1.1840638534927825	0.012174050469588629
-5	0.0880686680029612	362787.90545734484	1.49501333850777	0.01418542375275382
-6	0.11725433502579108	323387.7239062619	1.7791597796146275	0.015275236260770611
-7	0.13208383505116217	284195.00887967093	2.0868156476253907	0.016172256692559037
-8	0.1610971680493094	246188.358290901	2.401476921664967	0.017963864139791758
-9	0.1759393350512255	205436.58494332607	2.7286705498933532	0.02011526934129273
-10	0.20559529305319302	166659.88858756062	3.0511762614112206	0.021752157646948968
-11	0.2204027520492673	129556.41767937598	3.3886482584700484	0.023618208278679942
-12	0.24941071003559045	92528.21914575665	3.722123873649954	0.026476223626121717
-13	0.26421633502468467	56321.2701802887	4.065838015311937	0.029431835707516195
-14	0.2932384190207813	20737.141250331388	4.411974773226	0.03555297734391176
-15	0.3080567940196488	-10564.367461150161	4.752602212503581	0.03643909160300724
-16	0.33783991902600974	-42647.30284100188	5.106556560958817	0.04444155231148236
-17	0.35279108604299836	-63247.55307394409	5.4247361603015225	0.039112474808827284
-18	0.38256166904466227	-105730.115467401	5.822348551451243	0.07107249226381596
-19	0.39735491905594245	-136180.05411071982	6.189864661850839	0.09056709103814087
-20	0.42635350304772146	-165369.44393974353	6.558294642146956	0.11726548811289159
-30	0.6494821700325701	-350547.1526992722	10.264970781056025	0.4528999493197329
-40	0.8708067120460328	-421343.5488377603	13.767715503548425	0.5370094185195955
-50	1.0888759200461209	-448465.8042954619	16.572504762319998	0.5616250844899766
-60	1.308580878045177	-457331.9084540178	18.313780398907674	0.5916182698857849
-70	1.5262017530330922	-459396.46697578614	19.204691013743297	0.6096215274885372
-80	1.7462172110390384	-460551.04373003234	19.66468336161593	0.62168897140696
-90	1.9678123770281672	-460962.7453078999	19.945031330167488	0.6260957854721657
-100	2.184723960031988	-460960.31864081806	20.133533827790423	0.6282699193730792
-110	2.3947401260375045	-460804.1847973632	20.238962241936605	0.6292606279758076
-120	2.617019710043678	-461378.64651609975	20.318721289669757	0.6276657769982238
-130	2.8387197520351037	-461625.5584382656	20.2597131283401	0.6177231064203069
-140	3.059896502032643	-459669.1011843126	20.00025015158462	0.5986654300797203
-150	3.2768834180315025	-461353.87835009943	20.411624682051773	0.6239649945040456
-160	3.494232335011475	-459566.38551192574	20.074082132534933	0.6056372699252903
-170	3.7177616680273786	-461226.97954394517	20.52336287964841	0.6302416561646178
-180	3.943570751027437	-460751.2557117686	20.402176667116315	0.6180891296163313
-190	4.169205459038494	-460351.7280517628	20.3990335110627	0.6189357919991882
-200	4.391255667025689	-460299.275337602	20.301991662419713	0.6122425329874197
-300	6.554483459010953	-461431.8487544805	20.59407042691994	0.6282824912400324
-400	8.736519250989659	-461029.3174310733	20.6335547290286	0.6288498433295564
-500	10.958460417983588	-460850.637916787	20.610867563773645	0.6297752339450142
-600	13.125950833957177	-461665.7863182212	20.70699242632582	0.6384892909310917
-700	15.310857041942654	-461124.84484495263	20.70760218421437	0.6363379716311948
-800	17.479971458931686	-461205.43928826554	20.67284589796	0.6366866648054528
-900	19.653682917938568	-461309.79759255535	20.74989489491594	0.6390993715935089
-1000	21.834239375952166	-461329.7766585315	20.567721906087332	0.6276404595809781
-1100	24.005956458946457	-461474.983236017	21.51979659251216	0.6782025065153683
-1200	26.173388083960162	-461193.75736870914	21.8514122001571	0.6939794036717877
-1300	28.337121666962048	-461581.28591208084	22.03176996675282	0.7014336887725795
-1400	30.52392837498337	-461416.48731623293	22.134454019977788	0.7070792591429622
-1500	32.6990929999738	-461420.7851887064	22.194273230800633	0.7097229184164006
-1600	34.88427820795914	-461452.393956365	22.233484670366753	0.7126639007937632
-1700	37.065141707949806	-461359.65825446224	22.26266901692647	0.7143938360497855
-1800	39.24909241593559	-461469.3388341785	22.286386720557203	0.7152950913531786
-1900	41.4882467489515	-461472.7880771026	22.299625633679476	0.7144509495856519
-2000	43.696011165942764	-461552.97970494867	22.311809774604715	0.716286368234632
-2100	45.93157737393631	-460750.4497438295	20.827306301276085	0.6316830613099522
-2200	48.1558433319442	-461577.67067991494	20.5629518172362	0.6180559946091699
-2300	50.35970953994547	-460808.7020835183	20.635135826130323	0.6309062315403804
-2400	52.60181466495851	-461297.7033023953	20.68522044602245	0.6359381909954054
-2500	54.818972498964285	-460669.87516387884	20.51825934752066	0.6229951400502556
-2600	57.053254790982464	-461501.36223233416	20.71032906112986	0.6390855931289572
-2700	59.22159833298065	-460896.20895959245	20.666712043578187	0.6352132096314398
-2800	61.44473183300579	-461559.2112633702	20.711140605293096	0.6368506127745588
-2900	63.63291220800602	-462020.3009242911	20.68842811740086	0.6361190618468229
-3000	65.80046170798596	-461891.55403813574	20.688323264238306	0.63348778771919
-3100	67.9885538329836	-459635.61765110045	20.339523078714286	0.6071126566107001
-3200	70.16799924997031	-459475.5757203825	19.854773635122264	0.5810923913122348
-3300	72.33179116697283	-460735.73891212116	20.365498213880674	0.6083106151157398
-3400	74.51854791698861	-460760.54374976293	20.44103467344298	0.6128114667358785
-3500	76.73295445900294	-460824.3060911457	20.556684365410515	0.6264640540890752
-3600	78.94666833401425	-461924.8925115768	21.491753415579446	0.6768808362557507
-3700	81.10614875002648	-461971.6678571752	21.84231977498073	0.6917467933664176
-3800	83.30102754200925	-461915.9762844585	22.030784364676936	0.7016760988153131
-3900	85.46943495800951	-462038.296150148	22.13882784518422	0.7067336228020327
-4000	87.62698287400417	-461833.0794348696	22.206571364081306	0.7103394303436182
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--- a/img/brainphantom256x256_pdps_known_proximal_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, 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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 = 0.25, 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/brainphantom256x256_pdps_known_proximal_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.1208001524209976e-5	565295.3803130721	-0.02636674332749045	0.0041734697881560985
-2	0.030958916002418846	479903.53604721784	0.47510578422212846	0.007430833192381343
-3	0.04700304099242203	447179.6544496697	0.856780041675176	0.01015289692431718
-4	0.07816062399069779	400678.2039598508	1.1847022392051572	0.012200709401226719
-5	0.09410695798578672	363171.05617481883	1.4956881684350867	0.01422103454855555
-6	0.12495074997423217	323745.6521852108	1.7800574992295406	0.015322665468890606
-7	0.1403349999745842	284502.0333980168	2.0877391453491843	0.016229768192292267
-8	0.17041012496338226	246452.36558857936	2.402426401602466	0.018030107393668022
-9	0.18575683294329792	205673.27599040815	2.7296551174665145	0.02018915538354634
-10	0.21652779093710706	166882.72325325175	3.0522796697062047	0.021835106188528505
-11	0.23186587495729327	129757.9154328813	3.3898026259319227	0.023697056842494933
-12	0.26188408394227736	92712.1952099948	3.723359963088117	0.02657024794773831
-13	0.2772247929533478	56490.39312252364	4.067170659660131	0.02956731997949069
-14	0.30726920993765816	20897.623079374418	4.413401240585629	0.03569257954416139
-15	0.32279116893187165	-10415.341546443657	4.754083941460403	0.03660643575869345
-16	0.353325251955539	-42511.70124290191	5.108130081393974	0.044615240959897745
-17	0.3686891689430922	-63114.046320068366	5.426428898743453	0.03929203389102268
-18	0.39873658496071585	-105624.81236603255	5.8240923296133325	0.0714202242999051
-19	0.4140553349570837	-136085.00803839392	6.19172594361288	0.0910253181673298
-20	0.44407387694809586	-165287.60969345222	6.560283452188966	0.11777774574797134
-30	0.6720482939563226	-350499.8250435336	10.267948050733066	0.45421645159562163
-40	0.8989842529699672	-421285.1588677082	13.772972541784924	0.5372425252799405
-50	1.1295653779816348	-448415.533189213	16.58055274874455	0.56183291190998
-60	1.3630736279883422	-457291.7259013016	18.321235703711658	0.5917968601281205
-70	1.5945903779938817	-459361.59287753206	19.209667423636546	0.6095118918619052
-80	1.8267059609934222	-460517.87694625935	19.665544794125193	0.6212708656680402
-90	2.060221751977224	-460929.84522401367	19.941926301721526	0.62544810592906
-100	2.293308376974892	-460927.4092791235	20.126251135021032	0.6274873757648477
-110	2.510934959980659	-460771.70691945165	20.22744016236203	0.6284073125584029
-120	2.7436250429600477	-461346.20160266	20.304244604540944	0.6267378958725822
-130	2.9766162089654244	-461593.1420969592	20.246227462992195	0.6171235590841404
-140	3.210202833986841	-459641.2621304863	19.989200846766334	0.598095202999539
-150	3.4430841259891167	-461320.5286556743	20.39080936566059	0.6229226829905515
-160	3.67378725099843	-459535.10978562984	20.060752238040905	0.6051829648810342
-170	3.907811958983075	-461191.8001953786	20.496070294511107	0.6290585069479175
-180	4.142536000988912	-460718.07765946904	20.375882188818192	0.6171498819523789
-190	4.374882542993873	-460318.0033058518	20.37213834468943	0.6178932228264563
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--- a/img/brainphantom256x256_pdps_known_rotation_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, save_prefix = "img/brainphantom256x256_pdps_known_rotation_10_10000_9000", dynrange = 1.0, Λ = 1.0)
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-1	8.625007467344403e-6	559998.953614435	-0.02636674332749045	0.0041734697881560985
-2	0.029205250000813976	476706.8064960277	0.47286048791687957	0.00739297165771168
-3	0.043706333002774045	445203.3405791022	0.8540364686831491	0.010070180367036986
-4	0.07282112500979565	399163.0669032806	1.1817254281051257	0.012068999525278803
-5	0.0873190000129398	362058.3368102178	1.49250034342434	0.014043278627918097
-6	0.11735020799096674	322710.5628766621	1.7761971209045668	0.015108973656727314
-7	0.13202779099810869	283601.8085081453	2.0839431311672763	0.015983264844487487
-8	0.1614519580034539	245679.99003893384	2.3984204752976277	0.017736447856043905
-9	0.17620416701538488	204973.50929269247	2.725412001924101	0.019860106037138697
-10	0.20595475001027808	166225.60631888625	3.0477185518861267	0.02148279581579057
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--- a/img/brainphantom256x256_pdps_known_rotation_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_rotation_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.708003977313638e-6	561764.4291806474	-0.02636674332749045	0.0041734697881560985
-2	0.029065873997751623	477783.63857486524	0.4729199726544222	0.007393204824260974
-3	0.04343904001871124	445914.98053813865	0.8540988097744042	0.010070524861940346
-4	0.07216749800136313	399703.4619365499	1.1818564235542763	0.012070432378445475
-5	0.08648608098155819	362481.21718638134	1.492624401470657	0.014044332917057607
-6	0.11520670598838478	323114.64572887955	1.7765480664531115	0.01512062115529108
-7	0.12950920598814264	283941.3190742547	2.0843937745929946	0.016003783187425232
-8	0.15845974799594842	245974.10581154193	2.3988362281864912	0.017755379561047058
-9	0.17286991400760598	205235.7778453111	2.725802814004962	0.019880962453011814
-10	0.20257887200568803	166475.59466548232	3.0482458139683204	0.02151455748385437
-11	0.21704245600267313	129375.70167079523	3.3854079596284974	0.023383357174318956
-12	0.24637187301414087	92382.18068978301	3.7188332581323715	0.02621359170145969
-13	0.26094516401644796	56195.716466207334	4.062216160007936	0.029050188095151058
-14	0.2899840390018653	20619.578748356867	4.408076607080682	0.03511821654186564
-15	0.3045761640241835	-10652.608019288964	4.748345128163269	0.03587564789601703
-16	0.3339359140372835	-42704.427068743425	5.1018828134553065	0.043841042512859404
-17	0.34827058104565367	-63314.16952852689	5.419469715669077	0.03851713357065999
-18	0.3770917060319334	-105729.86007062733	5.816955445957763	0.06984060310111218
-19	0.3913970390567556	-136155.53084407336	6.184119677870833	0.08891154772924184
-20	0.41999249704531394	-165308.35368757602	6.552438632074759	0.11563014980116891
-30	0.6351549140526913	-350493.8980523829	10.256451908917413	0.4491381205116422
-40	0.8495419140672311	-421390.53652183624	13.75407350682556	0.5365634706141134
-50	1.0641407470684499	-448516.83831450564	16.552494127924174	0.5613678120318857
-60	1.2790414970659185	-457373.2113617165	18.295142435802013	0.5915914930439161
-70	1.4936183720710687	-459431.06127289287	19.192911704593293	0.6103702444914032
-80	1.708056247094646	-460586.60831924144	19.665002042864327	0.6229839277103291
-90	1.9218420381075703	-460998.52510959347	19.95722957104912	0.627725467941526
-100	2.135208621097263	-461001.4847622098	20.159025981744236	0.6305442552993215
-110	2.334023830102524	-460846.63972027064	20.274919563371306	0.6317170726951721
-120	2.547699955117423	-461422.19252325303	20.363637799534146	0.630169791552601
-130	2.7616720381192863	-461670.980807086	20.29627611540824	0.6189122235339211
-140	2.9764231211156584	-459693.47982493864	20.025667213829884	0.5992023549045603
-150	3.194136287114816	-461400.7603589639	20.472366957532984	0.6265291420142822
-160	3.408284537115833	-459606.170090121	20.106604477370503	0.605851947530117
-170	3.6218501201074105	-461279.33634610986	20.609913881824255	0.6336855070494156
-180	3.8352556200989056	-460795.7837269131	20.483926607318303	0.6208375834573114
-190	4.050199995108414	-460399.2758792732	20.480865810809252	0.6216443750755236
-200	4.264386786118848	-460343.7159777495	20.383175489732274	0.6147825291268055
-300	6.395652245118981	-461494.7951912815	20.71131949308186	0.6320103187738491
-400	8.526247745117871	-461088.5839015691	20.757681718041006	0.6329576997087213
-500	10.667058328108396	-460910.3257245551	20.735439924184377	0.6339836089823129
-600	12.794829120131908	-461728.48459210614	20.840615854606984	0.6429158391955876
-700	14.927600787108531	-461189.57051261695	20.843436601375508	0.6412483701447755
-800	17.078017662104685	-461269.24692860455	20.800323139009752	0.6409788457271608
-900	19.244590662099654	-461373.6717090735	20.88739133463733	0.6438276324653864
-1000	21.372524245118257	-461390.6427800393	20.685447628383994	0.6311305290457396
-1100	23.50148220313713	-461532.1470327497	21.664540533534968	0.6827871503581056
-1200	25.62585007812595	-461249.7700741688	22.015195898971772	0.6998969685766705
-1300	27.764985328132752	-461636.5348705611	22.214623409209324	0.7082991724546306
-1400	29.893507828150177	-461471.14034994907	22.337992042686974	0.715162746152892
-1500	32.02450824514381	-461476.16387205996	22.41506105799241	0.7186487980739497
-1600	34.15395953715779	-461507.8774804134	22.46936002263268	0.7224757001135167
-1700	36.27969191217562	-461415.5557213107	22.509223478607893	0.7247166776169618
-1800	38.40836320316885	-461525.8222676012	22.538912727495003	0.725926844059773
-1900	40.56684641216998	-461529.3404227838	22.558536750026455	0.7252983695602662
-2000	42.71517262017005	-461608.54779140104	22.57649505964899	0.7274419930344935
-2100	44.860992828180315	-460804.44635363447	20.958239742268475	0.6377353132730768
-2200	46.98667645320529	-461636.4251494054	20.679737077682194	0.6221960451995789
-2300	49.11004324519308	-460869.8979837401	20.758811303688613	0.6350125670557403
-2400	51.24471899520722	-461362.23067702865	20.820333837778797	0.6404706189575793
-2500	53.36901903722901	-460724.68512689235	20.623790695962633	0.6260346711724998
-2600	55.494336829229724	-461562.8800748145	20.840919527330062	0.6434417313275931
-2700	57.6836062882212	-460958.53812500084	20.793347770597602	0.639247448987441
-2800	59.86122245521983	-461622.2314742859	20.848371664542974	0.6416139169628532
-2900	62.01120199621073	-462083.7446326095	20.82045056101171	0.6404805087686212
-3000	64.1428712462075	-461953.37896732794	20.81588684437946	0.6381163191111507
-3100	66.2932096622244	-459681.44512010436	20.431892616959356	0.6099637172812262
-3200	68.428635287215	-459514.4532973278	19.899426968526686	0.5810634035987677
-3300	70.5758698702266	-460792.0444522406	20.472351883736316	0.6110193082522237
-3400	72.7093916622398	-460819.31242350716	20.556212479685463	0.616206239893945
-3500	74.83704391223728	-460880.89434794354	20.67825685645735	0.6302559650044816
-3600	76.96735387123772	-461981.98968116625	21.630545544292445	0.6811376842976082
-3700	79.11625083023682	-462027.4541997789	21.99931693741647	0.6971489301081195
-3800	81.2435840392427	-461970.1063094816	22.205709919201052	0.7079239998889968
-3900	83.38119324823492	-462093.75577076443	22.331285777492965	0.7138889587497761
-4000	85.50739920625347	-461888.2925844729	22.41365700160263	0.7183127441821946
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--- a/img/brainphantom256x256_pdps_known_rotation_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_rotation_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.66701190918684e-6	563529.9047468598	-0.02636674332749045	0.0041734697881560985
-2	0.02877075001015328	478860.2653100332	0.4729792052599031	0.007393427206780912
-3	0.04311683401465416	446626.2876367058	0.8541619936646793	0.010070943327301872
-4	0.0722115840180777	400243.37978844263	1.1819917687548782	0.01207211383280447
-5	0.08647975101484917	362903.75240876776	1.4927527272327812	0.014045577004022168
-6	0.11542437601019628	323517.27880956477	1.7768935562065704	0.015131728686981212
-7	0.1297638760006521	284278.7388255165	2.084840612954693	0.016023772194017228
-8	0.1585740430164151	246266.23350080894	2.3992492144808355	0.01777398624054255
-9	0.17293237600824796	205496.1747394166	2.7261910521095767	0.019900948428165973
-10	0.20242170902201906	166722.51245009553	3.0487589816465	0.02154424058935638
-11	0.21695545903639868	129595.94543380497	3.385893078486955	0.023407573158945073
-12	0.24588008402497508	92589.05286840507	3.7193978096084193	0.026250425132621193
-13	0.26070950002758764	56390.57057934398	4.062803280783469	0.029096309789118112
-14	0.2903478340303991	20805.631665172947	4.408741438532354	0.03517006620894968
-15	0.3051171670376789	-10472.99776275068	4.748968791332911	0.035925703155609244
-16	0.3348170420504175	-42532.320262397945	5.102500432878775	0.04389283941473977
-17	0.34966662505757995	-63145.15661342107	5.420055379279055	0.038570550470243284
-18	0.37952020805096254	-105581.3321454509	5.817590366720566	0.0699281291347063
-19	0.3943494990526233	-136013.77302614387	6.184812400389773	0.08905387566479556
-20	0.4239988740591798	-165173.91865567074	6.5532405370099225	0.11585897025230812
-30	0.6470629570831079	-350410.3092912984	10.257725273273355	0.44985329359900694
-40	0.8692494570859708	-421323.05182432005	13.75695137502648	0.5367817455531115
-50	1.0912682490888983	-448462.47855350334	16.557305969414603	0.5615964673132685
-60	1.3135556660708971	-457329.7274138537	18.299840086810896	0.5918948102927029
-70	1.5357775830780156	-459392.49313135236	19.196551218168445	0.6105889882148734
-80	1.757238083082484	-460551.21970442025	19.66725132732669	0.6230537796755524
-90	1.978470583067974	-460963.92788536975	19.95815120963067	0.6275886510593224
-100	2.199967500055209	-460968.5136157653	20.158816726108316	0.6303481318114454
-110	2.406070500059286	-460815.0629428459	20.273378620119086	0.6315258766460485
-120	2.6272950830461923	-461391.0023669823	20.361316525602497	0.6299580032555294
-130	2.8441925410588738	-461640.39797228074	20.29331353840849	0.6187626891320379
-140	3.0578791240695864	-459662.8562124126	20.02285313904919	0.5990111512646492
-150	3.270875666057691	-461370.35583897616	20.46773211035933	0.6262588424897644
-160	3.484006332058925	-459576.05869975314	20.102864960529942	0.6056310111676781
-170	3.7020841650664806	-461248.63484423445	20.603684600068245	0.6333167666452466
-180	3.9180504980613478	-460765.0076530978	20.47711976856618	0.6204972887990944
-190	4.132013540074695	-460368.46346053574	20.4734589290177	0.6212314667185186
-200	4.345908081071684	-460313.5973109162	20.37684210688802	0.6144396614448289
-300	6.515198498091195	-461463.3258037997	20.70079018185767	0.6313648991441537
-400	8.674415331101045	-461055.71188931796	20.744151767916932	0.6322798743157789
-500	10.809096914104884	-460878.2453239834	20.72149423121758	0.6333073627426274
-600	12.9502694561088	-461695.6020332558	20.82718945356902	0.6423045950762352
-700	15.075433039106429	-461156.3582565605	20.83044564694633	0.640576703831315
-800	17.23009541409556	-461236.9267132035	20.788354681123767	0.6404501123864409
-900	19.384372956119478	-461340.8723486018	20.875470490310303	0.6432821078461084
-1000	21.53408408112591	-461358.67638304026	20.67569407347818	0.6306102009986503
-1100	23.731297456135508	-461481.1798425294	21.58477855156007	0.6796034121746438
-1200	25.93844637312577	-461195.35640629195	21.888883089594948	0.6948712563042606
-1300	28.142789956124034	-461581.4433667799	22.055022593892648	0.7019982403113245
-1400	30.35619770613266	-461415.64552988095	22.14989706517471	0.7073923196451856
-1500	32.5616323731374	-461419.70460595266	22.205496368837508	0.7099419292457212
-1600	34.781294956133934	-461451.33927862835	22.24298252407411	0.7129063330327251
-1700	37.013551790150814	-461358.65101609955	22.269585673477646	0.7145236707879179
-1800	39.23503729014192	-461467.9945638083	22.290460608771888	0.7152698571700562
-1900	41.47022087313235	-461471.4919548442	22.302591681800166	0.7142836224093747
-2000	43.68976458214456	-461551.3574866272	22.314072776195385	0.7160223160518155
-2100	45.92007637413917	-460768.7764849436	20.92667388700574	0.6362685557474019
-2200	48.14280408312334	-461604.14464767574	20.6642175219841	0.6214101178266135
-2300	50.36941704212222	-460837.8507565543	20.746081630153025	0.6343319435963962
-2400	52.5926038751204	-461329.4369833698	20.807704620648636	0.6398955555873252
-2500	54.81101500010118	-460692.66350547015	20.612767421013633	0.6255728642417271
-2600	57.04147754111909	-461529.55400986254	20.826545746024557	0.6427887784086174
-2700	59.25178045811481	-460926.41354568733	20.780211563323174	0.6386339330146128
-2800	61.46456374911941	-461589.13178382907	20.835574460037808	0.641021392507188
-2900	63.68609691612073	-462050.4510823144	20.807188809408345	0.6399229006264731
-3000	65.89733320812229	-461920.2802446627	20.802676800846037	0.6375449286622252
-3100	68.11656291713007	-459649.8329814513	20.419635332777666	0.6093226284572139
-3200	70.31011962614139	-459483.942951215	19.890985331381728	0.580683784125292
-3300	72.50147446015035	-460761.88374322385	20.461488858229913	0.61048027836114
-3400	74.7120566261583	-460789.333355378	20.54488986265257	0.6156325162898197
-3500	76.88998116817675	-460849.63754284545	20.666478495916927	0.6297139766029789
-3600	79.08756770918262	-461930.4543876718	21.551416725550652	0.6780864912552933
-3700	81.21363162618945	-461973.01148512	21.876340408887742	0.6924491947011493
-3800	83.34992416817113	-461915.365298515	22.052824827253797	0.70207661919722
-3900	85.47732883517165	-462037.79113190103	22.154002577818247	0.7069076855544503
-4000	87.61745541816344	-461832.4036635608	22.2171888164634	0.7104784823402773
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--- a/img/brainphantom256x256_pdps_known_rotation_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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 = 0.25, 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/brainphantom256x256_pdps_known_rotation_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.0707997716963291e-5	565295.3803130721	-0.02636674332749045	0.0041734697881560985
-2	0.028988374979235232	479936.6940496358	0.47303816102183643	0.007393645149152622
-3	0.043390999955590814	447337.29465607984	0.854226057935519	0.010071411555931864
-4	0.0721233339572791	400782.8347744507	1.18213124589612	0.012074005506735772
-5	0.08648137596901506	363325.6211593988	1.4928857970847578	0.014046910434111803
-6	0.11522816796787083	323918.3063501865	1.7772320220108926	0.015142105452964183
-7	0.1294931679731235	284613.91669050674	2.0852821537068147	0.01604272054989946
-8	0.15891237696632743	246556.16302408997	2.3996586133703444	0.017791738245918693
-9	0.17371837695827708	205754.27803143955	2.726575250612619	0.01991963038910463
-10	0.20407216894091107	166966.02838565764	3.0492558541473107	0.021570786476998133
-11	0.2188391689560376	129814.00315071123	3.3863627763101163	0.023429474952561685
-12	0.24864716894808225	92792.84521357977	3.7199365131118367	0.02628347653179347
-13	0.263487293937942	56582.91155478681	4.063364569210158	0.029137144336865067
-14	0.29324075192562304	20988.567789692377	4.409386636798599	0.0352167010386286
-15	0.30805529293138534	-10295.26284233826	4.74956646748376	0.035968334540495285
-16	0.3378625009499956	-42361.61350861602	5.103090713525757	0.04393899951957969
-17	0.35265508395968936	-62975.750637252146	5.420604745988592	0.03861925498906002
-18	0.38227987597929314	-105433.89629825394	5.818198893069195	0.07001252443904628
-19	0.39705070995842107	-135873.24882035606	6.185481103643483	0.08918035545676753
-20	0.42667195995454676	-165041.67073430505	6.554008333369941	0.11606388338067497
-30	0.6487572929472663	-350329.12585618434	10.25892748309177	0.45051988347641203
-40	0.8703106269531418	-421257.56846832554	13.759697799257946	0.5369905547189335
-50	1.0910189599380828	-448409.6850226374	16.561888222150902	0.5618204857355307
-60	1.311915167956613	-457287.31000737386	18.30424182807881	0.5921628166553292
-70	1.5334339599648956	-459354.6405065188	19.19989020173965	0.6107655567814587
-80	1.7532776269654278	-460516.4579955916	19.66928519780336	0.6230980035009128
-90	1.9744140849797986	-460929.99868724524	19.95896735480432	0.6274534537436341
-100	2.195762876974186	-460936.0032709116	20.158559352195283	0.6301436186768921
-110	2.402005168987671	-460783.9362610121	20.272062278269246	0.63135545930282
-120	2.6233021689695306	-461360.1949246803	20.35918100523153	0.6297748047702523
-130	2.844342960976064	-461610.14580466604	20.29046849102887	0.6186381399891705
-140	3.057389544963371	-459632.46062880853	20.020121611450442	0.5988465647798757
-150	3.270347752957605	-461340.3505556192	20.46326349816168	0.6260325189681373
-160	3.4883546699711587	-459546.2758162923	20.099110619501104	0.6054418538570915
-170	3.709388503979426	-461218.4538160261	20.59787271038905	0.6329780642308959
-180	3.9320040459861048	-460734.6943387905	20.470688923867325	0.6201743838546125
-190	4.154303753981367	-460338.07616257825	20.466438994650158	0.6208264349748359
-200	4.374596586974803	-460283.77306294645	20.370670854944866	0.6141050527619258
-300	6.500672378984746	-461432.23007193283	20.69048484786439	0.6307340247157932
-400	8.656305420998251	-461023.5199178825	20.73159050842538	0.631642938062736
-500	10.805220463022124	-460846.7197019425	20.708273943783404	0.632650913786067
-600	12.939912880043266	-461663.29846633866	20.814703316201324	0.6417158248320463
-700	15.105015671055298	-461123.6259968327	20.81817921046001	0.6399316739720301
-800	17.27866017105407	-461205.0380922281	20.776946567530402	0.6399586271099702
-900	19.40851621303591	-461308.68257504	20.86445143583836	0.6427741187143806
-1000	21.559861588058993	-461327.08990290936	20.666444093330387	0.6301150855901796
-1100	23.70320417106268	-461433.7143383608	21.510821130362135	0.6764269050732626
-1200	25.835706171084894	-461144.6388166647	21.77400835736371	0.6899647970249609
-1300	27.98031025409	-461530.0409253144	21.91222094443246	0.6958856169016354
-1400	30.167393129086122	-461363.87551534275	21.987995213620447	0.7002111032517541
-1500	32.319458087091334	-461367.2535378648	22.030290138091843	0.7020665634450887
-1600	34.49852171208477	-461398.669522093	22.058277156581234	0.704431698123562
-1700	36.665211254090536	-461305.7005398814	22.07830437140478	0.7056477572908388
-1800	38.835525087080896	-461414.1410352026	22.095690347338014	0.7061579182720408
-1900	41.03871287908987	-461417.82311967056	22.103590902828223	0.704949959443096
-2000	43.240473629091866	-461498.15629946435	22.110776223279657	0.7064599196032031
-2100	45.432963504077634	-460733.8197462368	20.895466690283705	0.6349044884150639
-2200	47.6270135450759	-461572.39957110415	20.648874187635677	0.62064623032515
-2300	49.7922158370784	-460806.46629412984	20.73444678788794	0.633691292241924
-2400	51.99507387907943	-461297.1195402388	20.795833169076037	0.6393525357171586
-2500	54.14621908808476	-460661.1095265538	20.60243646360756	0.6251195477566365
-2600	56.300207796070026	-461496.8557794344	20.812971685825232	0.642148012456536
-2700	58.4340616290865	-460894.8052721762	20.767953596914978	0.6380449865468143
-2800	60.56881929509109	-461556.56929934415	20.823589076899868	0.6404609974890327
-2900	62.762007337092655	-462017.73445431684	20.79475546518493	0.6393959026714731
-3000	64.89748317009071	-461887.81847307173	20.790415051174463	0.6370245991265441
-3100	67.06207783607533	-459618.59477879986	20.407548253791102	0.608709929122851
-3200	69.19232391906553	-459453.69076501305	19.882424966557693	0.5802867688684055
-3300	71.35106079405523	-460732.2678339048	20.45128690878247	0.6100237598179833
-3400	73.5085932520451	-460759.9102170203	20.53433018917123	0.6151239379826552
-3500	75.65015529404627	-460818.8676992728	20.65554863860025	0.6292105119175335
-3600	77.86505233607022	-461882.57213369926	21.477584827838008	0.6750485073236959
-3700	80.02096908606472	-461922.4051090157	21.7638070933217	0.6879424660128474
-3800	82.1604639190773	-461864.01715284266	21.914493874493665	0.6962527742787488
-3900	84.3396060440864	-461985.57766614074	21.996430609233528	0.7001251679692586
-4000	86.48145687708165	-461780.1805682422	22.04599090529063	0.703083117774591
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--- a/img/brainphantom256x256_pdps_known_ssim_plot.html	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
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--- a/img/brainphantom256x256_pdps_known_zerodual_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, save_prefix = "img/brainphantom256x256_pdps_known_zerodual_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.41698090173304e-6	559998.953614435	-0.02636674332749045	0.0041734697881560985
-2	0.028081666998332366	476704.3011571503	0.4727406757380256	0.007392494550781689
-3	0.04154404197470285	445204.4240546481	0.8539140607374829	0.010069665864595012
-4	0.06950124999275431	399175.14518223645	1.1814775051209048	0.01206703098275115
-5	0.08292037501814775	362086.723777164	1.4922690080185277	0.014042451163532112
-6	0.11162025001249276	322744.319070163	1.7754944575834577	0.01508482569419906
-7	0.12506225003744476	283640.4163979855	2.0830435884394536	0.015941529087566995
-8	0.1532264590205159	245719.24866522517	2.397592669599506	0.01769874438581332
-9	0.16680537501815706	205007.53348395147	2.7246366424854465	0.019819222915664732
-10	0.19484854201436974	166251.31863405646	3.046645922327711	0.021419885750702854
-11	0.20836995900026523	129189.79252723766	3.383895663760555	0.023311111836831093
-12	0.236799834005069	92200.23513238067	3.7170275054469064	0.026093821873056477
-13	0.2502646260254551	56026.93717513808	4.060330686248957	0.02889385552418672
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--- a/img/brainphantom256x256_pdps_known_zerodual_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_zerodual_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.417002391070127e-6	561764.4291806474	-0.02636674332749045	0.0041734697881560985
-2	0.027820457995403558	477780.1911905471	0.4727406757380256	0.007392494550781689
-3	0.041207000002032146	445917.087898778	0.8539140607374829	0.010069665864595012
-4	0.0689165000221692	399722.1777351393	1.1814775051209048	0.01206703098275115
-5	0.08229975003632717	362524.57673196757	1.4922690080185277	0.014042451163532112
-6	0.11006766703212634	323167.97537741537	1.7754944575834577	0.01508482569419906
-7	0.1234048750193324	284003.08186996885	2.0830435884394536	0.015941529087566995
-8	0.15121916600037366	246036.62501508795	2.397592669599506	0.01769874438581332
-9	0.1645486659836024	205289.30687570947	2.7246366424854465	0.019819222915664732
-10	0.1933784159773495	166518.3437515223	3.046645922327711	0.021419885750702854
-11	0.20668962397030555	129431.9598132956	3.383895663760555	0.023311111836831093
-12	0.23449379098019563	92426.76101799321	3.7170275054469064	0.026093821873056477
-13	0.24785520698060282	56239.67911765407	4.060330686248957	0.02889385552418672
-14	0.27553083197562955	20655.345664714732	4.406071274468021	0.034948265482444334
-15	0.2888694569701329	-10628.829435180452	4.7464343299667675	0.03570432755419898
-16	0.3165709989552852	-42685.29710947524	5.09999542278511	0.04368141902332796
-17	0.3298920829547569	-63299.54779569378	5.417650255125764	0.03836780958154917
-18	0.3576078739424702	-105700.55305971668	5.815058755545951	0.06961002429483774
-19	0.37095554094412364	-136126.96191345548	6.182079030583943	0.08845381424367746
-20	0.39862887395429425	-165283.99066883844	6.549971469614685	0.11495759048821691
-30	0.6042374569515232	-350500.7872112648	10.252427224594552	0.4471126464336167
-40	0.8090007909631822	-421414.1021391849	13.745084438160491	0.5359227561921107
-50	1.0137211659748573	-448532.13611736026	16.53690856952951	0.5606411527744863
-60	1.218491624982562	-457380.55955767375	18.27931489930829	0.5904973995238473
-70	1.4233064169820864	-459436.64891960693	19.179624185637728	0.6093611914294952
-80	1.6267317089659628	-460594.3298928002	19.6561073243845	0.6226485701401986
-90	1.8300031249818858	-461008.1874644685	19.952200148056296	0.6280188369990043
-100	2.0339155419787858	-461008.8774821727	20.158006520071332	0.6310120146415426
-110	2.227088333980646	-460854.0131159732	20.28045260848213	0.6323698991507318
-120	2.434869250981137	-461429.3899955591	20.371377467926813	0.6309711207896302
-130	2.6399893339839764	-461677.22085226135	20.30448183839954	0.6193954448838336
-140	2.8437034169910476	-459698.666785786	20.033771146525563	0.5999480920533595
-150	3.0473470419819932	-461410.9336287309	20.488673631379672	0.6275619497138916
-160	3.250990374974208	-459613.60166928393	20.117378070081273	0.6064410771422082
-170	3.454701791983098	-461291.43182865495	20.632698623775173	0.6349720698087877
-180	3.657859374972759	-460805.8535863122	20.508040251631897	0.6220042768785026
-190	3.8631147499836516	-460409.44399826025	20.506010644425544	0.6229426538602285
-200	4.068308249989059	-460350.43862873054	20.405097040206886	0.6158879739860437
-300	6.095595083985245	-461509.3234815274	20.74744573932619	0.6339098676634498
-400	8.12688424999942	-461105.5250498569	20.80750624836734	0.6350963001174728
-500	10.154118792008376	-460926.25018764107	20.785116329988476	0.6361090967152319
-600	12.179935666994425	-461744.6938356686	20.8885812245061	0.6447264460010231
-700	14.2103984580026	-461204.3153388779	20.889219459912386	0.6433037109515745
-800	16.257800416002283	-461282.6635790998	20.843357967092256	0.6427375585920718
-900	18.28467612399254	-461388.19591148896	20.93078477800351	0.6456148736715817
-1000	20.399386873992626	-461402.1739109324	20.718958180955326	0.6327190681059426
-1100	22.543398081994383	-461499.96790046804	21.766102959638015	0.673821653762958
-1200	24.705900123983156	-461152.6878170669	22.003929647010448	0.6807280440248624
-1300	26.865277248987695	-461496.5220060399	22.090299527481303	0.6834402398892566
-1400	29.021003290981753	-461301.42219041317	22.128976681629965	0.68542545689322
-1500	31.17654395799036	-461296.0242487684	22.14814323034254	0.686039807025556
-1600	33.329985499964096	-461320.2038760824	22.158852066450976	0.6873869724378071
-1700	35.47856583294924	-461220.9646591815	22.166042041787154	0.68789123111372
-1800	37.62647145794472	-461326.67231723195	22.17030504773458	0.6875923962828542
-1900	39.78949629093404	-461327.0958665708	22.173225250094085	0.6859667063517108
-2000	41.94430170691339	-461401.5046514195	22.17592448055875	0.6878784679003866
-2100	44.092154289915925	-460802.0482496809	20.927094120595704	0.6373595114078217
-2200	46.23334453991265	-461648.59085088375	20.701856244574948	0.6236782213101687
-2300	48.36546499893302	-460885.3373956845	20.79806687347351	0.6369615329273195
-2400	50.50231587392045	-461375.76519636763	20.86233673773571	0.6422327739324779
-2500	52.62634424891439	-460737.04990631196	20.662297654560877	0.6274252244047018
-2600	54.75425203991472	-461579.40770179016	20.89159447838363	0.64551323986934
-2700	56.86679974893923	-460973.5005682135	20.840278730844854	0.6412001573412833
-2800	58.97865687395097	-461637.801483166	20.89508058479119	0.6435383338540954
-2900	61.096633373963414	-462099.6021651859	20.868371095578603	0.6423312207735403
-3000	63.20626612394699	-461969.46736263117	20.863462578975806	0.6400346980387652
-3100	65.32206441593007	-459692.2153628478	20.473002640122978	0.6119351687778724
-3200	67.4248589159397	-459521.25317828415	19.92206478983645	0.5818023435679106
-3300	69.53400762495585	-460805.29699607065	20.512673853422765	0.6128868277123647
-3400	71.63416283394326	-460834.72870953876	20.59940201450136	0.6182434157116807
-3500	73.71944254194386	-460895.25966537686	20.721798843383645	0.6319543021296905
-3600	75.81423754192656	-461951.5464128872	21.721787076828377	0.6718406246758974
-3700	77.87708612592542	-461924.4387888345	21.96519136008503	0.6772952205049021
-3800	79.95760129290284	-461823.3414660803	22.052473958616435	0.6810839610534091
-3900	82.0695272088924	-461923.558956431	22.09139141098718	0.6825147958910878
-4000	84.14442350086756	-461702.4836296791	22.11075340450595	0.6839747971613462
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--- a/img/brainphantom256x256_pdps_known_zerodual_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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/brainphantom256x256_pdps_known_zerodual_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.749979315325618e-6	563529.9047468598	-0.02636674332749045	0.0041734697881560985
-2	0.027876249951077625	478856.08122394385	0.4727406757380256	0.007392494550781689
-3	0.0412792079441715	446629.7517429079	0.8539140607374829	0.010069665864595012
-4	0.06899879095726646	400269.21028804214	1.1814775051209048	0.01206703098275115
-5	0.08268387493444607	362962.4296867711	1.4922690080185277	0.014042451163532112
-6	0.11036995792528614	323591.6316846677	1.7754944575834577	0.01508482569419906
-7	0.12366241592098959	284365.7473419522	2.0830435884394536	0.015941529087566995
-8	0.15149541592109017	246354.00136495073	2.397592669599506	0.01769874438581332
-9	0.1650198329007253	205571.0802674675	2.7246366424854465	0.019819222915664732
-10	0.19340866690617986	166785.36886898818	3.046645922327711	0.021419885750702854
-11	0.20701108290813863	129674.12709935356	3.383895663760555	0.023311111836831093
-12	0.23496912492555566	92653.28690360574	3.7170275054469064	0.026093821873056477
-13	0.24838299994007684	56452.42106017006	4.060330686248957	0.02889385552418672
-14	0.27641983394278213	20857.101703946475	4.406071274468021	0.034948265482444334
-15	0.28997666694340296	-10438.770138025126	4.7464343299667675	0.03570432755419898
-16	0.31794804194942117	-42505.71385518951	5.09999542278511	0.04368141902332796
-17	0.33136675096466206	-63126.3486904598	5.417650255125764	0.03836780958154917
-18	0.35913070995593444	-105540.98876235927	5.815058755545951	0.06961002429483774
-19	0.37249391796649434	-135974.1889506175	6.182079030583943	0.08845381424367746
-20	0.4002704179729335	-165136.5459505766	6.549971469614685	0.11495759048821691
-30	0.6057929589878768	-350415.0314217395	10.252427224594552	0.4471126464336167
-40	0.8108901259838603	-421351.0510403995	13.745084438160491	0.5359227561921107
-50	1.0156440009886865	-448479.0073656686	16.53690856952951	0.5606411527744863
-60	1.2197823339665774	-457336.8096845315	18.27931489930829	0.5904973995238473
-70	1.4234844589664135	-459398.0840489778	19.179624185637728	0.6093611914294952
-80	1.627001124958042	-460559.5591591289	19.6561073243845	0.6226485701401986
-90	1.8303712499618996	-460974.94356359495	19.952200148056296	0.6280188369990043
-100	2.033651915960945	-460976.9330205219	20.158006520071332	0.6310120146415426
-110	2.223528998962138	-460823.35601861565	20.28045260848213	0.6323698991507318
-120	2.4310180399625096	-461399.4134079207	20.371377467926813	0.6309711207896302
-130	2.6399422899703495	-461647.8006028427	20.30448183839954	0.6193954448838336
-140	2.8482378729677293	-459669.0638747321	20.033771146525563	0.5999480920533595
-150	3.056630247971043	-461382.3516274438	20.488673631379672	0.6275619497138916
-160	3.261942831974011	-459584.76990198955	20.117378070081273	0.6064410771422082
-170	3.4653351229499094	-461262.8949247521	20.632698623775173	0.6349720698087877
-180	3.6690817899652757	-460776.93593953113	20.508040251631897	0.6220042768785026
-190	3.873239622975234	-460380.741208267	20.506010644425544	0.6229426538602285
-200	4.0777439149678685	-460321.5768809585	20.405097040206886	0.6158879739860437
-300	6.1171862069750205	-461481.0754801085	20.74744573932619	0.6339098676634498
-400	8.15905512298923	-461076.03712357854	20.80750624836734	0.6350963001174728
-500	10.19770728997537	-460897.45434653264	20.785116329988476	0.6361090967152319
-600	12.221155372972135	-461715.21774791036	20.8885812245061	0.6447264460010231
-700	14.252476414956618	-461174.46579402883	20.889219459912386	0.6433037109515745
-800	16.28088845696766	-461252.9004520723	20.843357967092256	0.6427375585920718
-900	18.369778872962343	-461358.4785052773	20.93078477800351	0.6456148736715817
-1000	20.434952913958114	-461372.8941923818	20.718958180955326	0.6327190681059426
-1100	22.510358997969888	-461414.9701224553	21.766102959638015	0.673821653762958
-1200	24.568871122959536	-461041.9166435804	22.003929647010448	0.6807280440248624
-1300	26.620753414958017	-461372.63751805713	22.090299527481303	0.6834402398892566
-1400	28.689906873943983	-461170.01896055706	22.128976681629965	0.68542545689322
-1500	30.758403623942286	-461160.2126787338	22.14814323034254	0.686039807025556
-1600	32.84527916595107	-461181.97184875305	22.158852066450976	0.6873869724378071
-1700	34.89148724995903	-461081.1592314979	22.166042041787154	0.68789123111372
-1800	36.95888554197154	-461185.26824670244	22.17030504773458	0.6875923962828542
-1900	39.00933399997302	-461184.5751019353	22.173225250094085	0.6859667063517108
-2000	41.08802108396776	-461258.5980084426	22.17592448055875	0.6878784679003866
-2100	43.132536291959696	-460771.53124172956	20.927094120595704	0.6373595114078217
-2200	45.182526332937414	-461620.79945889197	20.701856244574948	0.6236782213101687
-2300	47.241347124945605	-460856.5242060274	20.79806687347351	0.6369615329273195
-2400	49.273692499962635	-461346.24083914765	20.86233673773571	0.6422327739324779
-2500	51.30414429094526	-460707.61172871926	20.662297654560877	0.6274252244047018
-2600	53.32980708294781	-461549.6827994127	20.89159447838363	0.64551323986934
-2700	55.377858207939425	-460944.5930327483	20.840278730844854	0.6412001573412833
-2800	57.3990448739205	-461607.95922741835	20.89508058479119	0.6435383338540954
-2900	59.44118787391926	-462069.6194101821	20.868371095578603	0.6423312207735403
-3000	61.509484915906796	-461939.7728975037	20.863462578975806	0.6400346980387652
-3100	63.57368387392489	-459662.8110055467	20.473002640122978	0.6119351687778724
-3200	65.65636933292262	-459492.1410088092	19.92206478983645	0.5818023435679106
-3300	67.69076954090269	-460777.87024429097	20.512673853422765	0.6128868277123647
-3400	69.73519895688514	-460807.84031042387	20.59940201450136	0.6182434157116807
-3500	71.76092108190642	-460866.9791645211	20.721798843383645	0.6319543021296905
-3600	73.82680079090642	-461865.55813633965	21.721787076828377	0.6718406246758974
-3700	75.96071062490228	-461811.69497260876	21.96519136008503	0.6772952205049021
-3800	78.05097733391449	-461697.5668382382	22.052473958616435	0.6810839610534091
-3900	80.13434595891158	-461790.21643061546	22.09139141098718	0.6825147958910878
-4000	82.19546791689936	-461565.1222510449	22.11075340450595	0.6839747971613462
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--- a/img/brainphantom256x256_pdps_known_zerodual_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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/brainphantom256x256_pdps_known_zerodual_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.542010957375169e-6	565295.3803130721	-0.02636674332749045	0.0041734697881560985
-2	0.028729458019370213	479931.97125734057	0.4727406757380256	0.007392494550781689
-3	0.04260549999889918	447342.41558703786	0.8539140607374829	0.010069665864595012
-4	0.07128829200519249	400816.24284094496	1.1814775051209048	0.01206703098275115
-5	0.08510683398344554	363400.2826415747	1.4922690080185277	0.014042451163532112
-6	0.11325941697577946	324015.2879919201	1.7754944575834577	0.01508482569419906
-7	0.12700449998374097	284728.41281393566	2.0830435884394536	0.015941529087566995
-8	0.1556558329903055	246671.37771481354	2.397592669599506	0.01769874438581332
-9	0.16950949898455292	205852.8536592255	2.7246366424854465	0.019819222915664732
-10	0.19899603998055682	167052.39398645406	3.046645922327711	0.021419885750702854
-11	0.2128069989848882	129916.2943854115	3.383895663760555	0.023311111836831093
-12	0.24161258197273128	92879.81278921828	3.7170275054469064	0.026093821873056477
-13	0.255499915976543	56665.16300268605	4.060330686248957	0.02889385552418672
-14	0.2841892069845926	21058.857743178218	4.406071274468021	0.034948265482444334
-15	0.29799845698289573	-10248.710840869799	4.7464343299667675	0.03570432755419898
-16	0.32684108198736794	-42326.13060090378	5.09999542278511	0.04368141902332796
-17	0.34065179096069187	-62953.14958522582	5.417650255125764	0.03836780958154917
-18	0.3692843329627067	-105381.42446500185	5.815058755545951	0.06961002429483774
-19	0.38316295796539634	-135821.4159877795	6.182079030583943	0.08845381424367746
-20	0.4118146659457125	-164989.10123231474	6.549971469614685	0.11495759048821691
-30	0.6243634569400456	-350329.2756322142	10.252427224594552	0.4471126464336167
-40	0.8359275819384493	-421287.9999416141	13.745084438160491	0.5359227561921107
-50	1.047335040930193	-448425.878613977	16.53690856952951	0.5606411527744863
-60	1.2586926239309832	-457293.0598113892	18.27931489930829	0.5904973995238473
-70	1.4692769989487715	-459359.5191783487	19.179624185637728	0.6093611914294952
-80	1.6797901649551932	-460524.78842545766	19.6561073243845	0.6226485701401986
-90	1.8904208319727331	-460941.6996627215	19.952200148056296	0.6280188369990043
-100	2.1015561649692245	-460944.9885588711	20.158006520071332	0.6310120146415426
-110	2.298138747981284	-460792.69892125804	20.28045260848213	0.6323698991507318
-120	2.508908497984521	-461369.4368202822	20.371377467926813	0.6309711207896302
-130	2.7218427479674574	-461618.380353424	20.30448183839954	0.6193954448838336
-140	2.932817955967039	-459639.46096367826	20.033771146525563	0.5999480920533595
-150	3.143063830968458	-461353.7696261568	20.488673631379672	0.6275619497138916
-160	3.353338039974915	-459555.9381346951	20.117378070081273	0.6064410771422082
-170	3.5637405819725245	-461234.35802084935	20.632698623775173	0.6349720698087877
-180	3.775089164962992	-460748.0182927501	20.508040251631897	0.6220042768785026
-190	3.9865128309756983	-460352.0384182738	20.506010644425544	0.6229426538602285
-200	4.198075580963632	-460292.7151331865	20.405097040206886	0.6158879739860437
-300	6.2715210389578715	-461452.82747868955	20.74744573932619	0.6339098676634498
-400	8.346876788971713	-461046.54919730016	20.80750624836734	0.6350963001174728
-500	10.408307038975181	-460868.65850542416	20.785116329988476	0.6361090967152319
-600	12.491840038972441	-461685.74166015215	20.8885812245061	0.6447264460010231
-700	14.57032862197957	-461144.6162491798	20.889219459912386	0.6433037109515745
-800	16.655404454970267	-461223.13732504484	20.843357967092256	0.6427375585920718
-900	18.746445038967067	-461328.76109906565	20.93078477800351	0.6456148736715817
-1000	20.830292288970668	-461343.6144738312	20.718958180955326	0.6327190681059426
-1100	22.93371766398195	-461329.9723444426	21.766102959638015	0.673821653762958
-1200	25.048686413967516	-460931.14547009394	22.003929647010448	0.6807280440248624
-1300	27.156958705978468	-461248.7530300743	22.090299527481303	0.6834402398892566
-1400	29.27226199800498	-461038.61573070096	22.128976681629965	0.68542545689322
-1500	31.38666170599754	-461024.4011086992	22.14814323034254	0.686039807025556
-1600	33.50347795599373	-461043.73982142366	22.158852066450976	0.6873869724378071
-1700	35.56376903899945	-460941.3538038143	22.166042041787154	0.68789123111372
-1800	37.6392162059783	-461043.864176173	22.17030504773458	0.6875923962828542
-1900	39.72243437299039	-461042.0543372998	22.173225250094085	0.6859667063517108
-2000	41.776579664991004	-461115.6913654657	22.17592448055875	0.6878784679003866
-2100	43.83591399798752	-460741.0142337783	20.927094120595704	0.6373595114078217
-2200	45.860857205989305	-461593.00806690013	20.701856244574948	0.6236782213101687
-2300	47.88142287300434	-460827.7110163703	20.79806687347351	0.6369615329273195
-2400	49.91123612300726	-461316.7164819276	20.86233673773571	0.6422327739324779
-2500	51.946085331001086	-460678.17355112656	20.662297654560877	0.6274252244047018
-2600	53.979718831018545	-461519.95789703523	20.89159447838363	0.64551323986934
-2700	56.0107506220229	-460915.6854972832	20.840278730844854	0.6412001573412833
-2800	58.04343562203576	-461578.11697167065	20.89508058479119	0.6435383338540954
-2900	60.09698612202192	-462039.6366551784	20.868371095578603	0.6423312207735403
-3000	62.135679539031116	-461910.07843237615	20.863462578975806	0.6400346980387652
-3100	64.20576449803775	-459633.40664824564	20.473002640122978	0.6119351687778724
-3200	66.256937165017	-459463.02883933426	19.92206478983645	0.5818023435679106
-3300	68.32724399800645	-460750.44349251135	20.512673853422765	0.6128868277123647
-3400	70.35896403901279	-460780.951911309	20.59940201450136	0.6182434157116807
-3500	72.3981922470266	-460838.69866366533	20.721798843383645	0.6319543021296905
-3600	74.43291195502388	-461779.569859792	21.721787076828377	0.6718406246758974
-3700	76.46570887204143	-461698.951156383	21.96519136008503	0.6772952205049021
-3800	78.51025233004475	-461571.7922103962	22.052473958616435	0.6810839610534091
-3900	80.57786433002912	-461656.8739047999	22.09139141098718	0.6825147958910878
-4000	82.61989341402659	-461427.76087241067	22.11075340450595	0.6839747971613462
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--- a/img/dummy.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,1 +0,0 @@
-This is a placeholder to ensure the existence of the containing directory.
--- a/img/lighthouse200x300_pdps_known_dualscaling_10_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_dualscaling_10_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	0.08079704100964591	16958.913359233207	4.935377882355947	0.010713389784152977
-2	0.12759708301746286	16869.92546518678	4.998448893086113	0.02017275894656083
-3	0.12915912401513197	16704.270861453533	5.055416267629157	0.031023092849555855
-4	0.13194166601169854	16624.669574845404	5.134554343970064	0.043866777958940915
-5	0.1409457910049241	16468.836925458978	5.213248420313134	0.0529883872712562
-6	0.14370933300233446	16216.665558695275	5.299767247583188	0.06429889124484736
-7	0.14521645801141858	15892.77756544603	5.401129856270698	0.07390327913058584
-8	0.1546943740104325	15924.126623540795	5.499988735473313	0.08192576540849832
-9	0.15616054000565782	15813.230084156856	5.574254291686097	0.097938231927095
-10	0.1589647899963893	15458.872778349843	5.654492864719247	0.10221431532187217
-11	0.16402833198662847	15407.930291840976	5.750154017565556	0.11809047372838173
-12	0.16678658197633922	15192.825848617267	5.861534399093343	0.12386919610557293
-13	0.1682847489719279	15006.331544285242	5.924060853552047	0.13243647432067235
-14	0.172357289964566	14839.894969225958	6.032650433693445	0.14536907808886892
-15	0.1737908729701303	14618.578485976625	6.153250712475188	0.15196920270592393
-16	0.17643483099527657	14592.553887055352	6.217068197519192	0.16898311197835222
-17	0.17844658097601496	14482.33036136062	6.3136920215875705	0.17078283155756138
-18	0.18105178998666815	14330.246928206356	6.417798151199131	0.17814611112130388
-19	0.18247283098753542	14130.9180725442	6.480274127421647	0.1901926131520757
-20	0.18581008099135943	13974.597681922034	6.5455516503241205	0.2063071977519012
-30	0.2506571229896508	12818.876895166437	7.463752920630463	0.2833681419898627
-40	0.27838424799847417	12005.601021168048	8.261628112075401	0.37717049986701584
-50	0.30313333100639284	11068.279317813594	9.103785370214805	0.4304772131589264
-60	0.3241050390060991	10488.756143738849	9.856029288024677	0.44023480088775885
-70	0.34451503900345415	10026.06316895004	10.682605846169189	0.5193797827298652
-80	0.36497070497716777	9567.63518143631	11.463377511623863	0.515880034617192
-90	0.3866687049739994	9132.60424619511	12.271473991207532	0.5704826605233119
-100	0.40785237195086665	8844.431386246673	13.007328925309118	0.61654342454758
-110	0.4336223299324047	8753.705939656447	13.695662324072499	0.6095421073128081
-120	0.459243954916019	8597.18508858142	14.462833255122451	0.6205307590069101
-130	0.48107303789583966	8360.816153078827	15.16355281551282	0.6234024419596919
-140	0.5020312468986958	8277.409682765954	15.812196533519238	0.6145115020399261
-150	0.5224201218807139	8092.022525205687	16.418907915930316	0.6294297887075908
-160	0.5431737469043583	8054.994188324298	17.051745804496946	0.6312487720711651
-170	0.5646429969056044	8063.442464280984	17.41046399620378	0.6142069028036086
-180	0.5853162468993105	7966.553818037816	17.845004917185104	0.6042253509708019
-190	0.6056433719058987	7934.082312222597	18.137790218423056	0.5821032115477407
-200	0.6260827888909262	7845.508278123739	18.62086527795026	0.5935842157253324
-300	0.8324051638774108	7679.131067343081	22.676601865274165	0.6827133773510708
-400	1.0408522888901643	7641.911992299012	22.81221063625636	0.6908611453555815
-500	1.2495177478995174	7567.920597424317	23.219091721579474	0.7081998190728516
-600	1.4572390388930216	7700.264582780968	22.54612589539688	0.651376825778538
-700	1.6655279138940386	7560.500830762699	23.958652077547065	0.7206600354947941
-800	1.874520580895478	7595.289356397537	23.00758218311699	0.7587962399773217
-900	2.0794430809037294	7588.132791245534	22.466454600738302	0.72479744541258
-1000	2.288780288916314	7613.583766978815	22.609157598878525	0.7935069498488337
-1100	2.498029830894666	7614.299880188297	24.22570550727862	0.792364609270574
-1200	2.704450080898823	7599.333858378076	23.752496621961754	0.7471682934509875
-1300	2.9089315808960237	7736.451026851282	19.46796351693211	0.7098761085075554
-1400	3.1137139978818595	7697.224167684663	20.749594448525443	0.7101865544622961
-1500	3.322925872897031	7454.026029020557	26.15658003697213	0.769295559130102
-1600	3.5298454559233505	7545.799448561367	23.821826050430115	0.6909174556935879
-1700	3.7366229559120256	7621.8128560006035	24.594672009059394	0.7450846793129744
-1800	3.9524248309317045	7497.062318366967	25.598121325868167	0.7970032407736133
-1900	4.164334288914688	7607.173611652326	21.83611588582845	0.6944742706741049
-2000	4.371780121902702	7540.870311460954	24.542595348306826	0.766901355487952
-2100	4.577097288914956	7589.604038060212	23.556939689762512	0.7678253290963786
-2200	4.784640121913981	7478.751390734051	25.521330367137914	0.791539102852969
-2300	4.992368412902579	7590.83096595649	23.93525120980984	0.7369672768209689
-2400	5.200753996905405	7472.2459839863495	26.891122283425272	0.7877568162733061
-2500	5.407493955921382	7552.7167060284155	24.342711627261608	0.774883899734256
-2600	5.604220288922079	7473.595022455313	28.946702553319046	0.8282396529185773
-2700	5.801149913924746	7461.759883017575	30.53101869660417	0.8402403332549226
-2800	5.999093205900863	7517.664129754359	30.998413922804367	0.8432058180337978
-2900	6.19845470591099	7464.548926528536	31.139414145989445	0.8454071474054884
-3000	6.3971681639086455	7502.829138226103	31.10732371826359	0.843486112649855
-3100	6.596076371904928	7478.723184152601	31.205087982430708	0.8450426893570652
-3200	6.79206591390539	7534.83159360164	31.17696268217896	0.8447428386769602
-3300	6.990369121893309	7503.32058356619	31.184834440105995	0.8434048970232698
-3400	7.190826163889142	7515.921323152758	31.228126745693014	0.8456346822347909
-3500	7.388506955874618	7475.05387867365	31.156964728138586	0.8445129953301106
-3600	7.585030289861606	7538.591433868058	31.175860735229243	0.8445814214438312
-3700	7.7803735398629215	7548.590875718245	31.237214809486183	0.8456999005460198
-3800	7.980165205866797	7407.082638704555	31.20722839721834	0.8458179680577043
-3900	8.181958372879308	7494.327543173684	31.147806862059213	0.8433057849923625
-4000	8.378910122875823	7476.205694317957	31.17709807819198	0.8443956129411261
-4100	8.577297788870055	7426.073280566771	31.219719242247344	0.84595173534456
-4200	8.774983204872115	7551.300348895348	31.1457788210733	0.8426258767678106
-4300	8.97841216289089	7550.037602693626	31.137034399235112	0.84273388792483
-4400	9.174222496891161	7435.316631736434	31.123170802170645	0.8443129887120974
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--- a/img/lighthouse200x300_pdps_known_dualscaling_15_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_dualscaling_15_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.874987881630659e-6	16984.761585634194	4.935377882355947	0.010713389784152977
-2	0.0027119579899590462	16899.04943222457	4.998437925198697	0.020167776916004417
-3	0.004103791987290606	16735.738837968725	5.055399242198799	0.031014697863913088
-4	0.006627541995840147	16658.329523980876	5.134526099131692	0.043851328024904525
-5	0.008209749998059124	16503.509088469254	5.21322431509393	0.05296884452515972
-6	0.011303667008178309	16256.450735775905	5.299711790642312	0.06424931027495201
-7	0.012664666981436312	15933.628903311705	5.401071004967975	0.0738592625611055
-8	0.015408250968903303	15961.84734063779	5.499924841089031	0.08186533814363314
-9	0.017113167967181653	15847.497873530769	5.5741715093113235	0.09785657741832836
-10	0.019896834943210706	15492.978363763645	5.6544166691025985	0.10213738917610535
-11	0.02145150094293058	15443.798057720462	5.7500644660779345	0.11797365423195909
-12	0.024294208938954398	15229.698390956084	5.861430945804237	0.12373377670121745
-13	0.025646749942097813	15048.983031539625	5.923942642277345	0.132270136124676
-14	0.02833770794677548	14882.878421135183	6.032550291987927	0.14519083847600953
-15	0.02992620796430856	14655.893451926871	6.153176638848925	0.15180698285449992
-16	0.03259324995451607	14630.935942955857	6.216967562839085	0.16877333796045182
-17	0.034105332946637645	14520.154226519171	6.313536857534735	0.17051302992045167
-18	0.03678849994321354	14370.893551900728	6.417682558645151	0.17784556015506936
-19	0.03820220794295892	14170.05797025459	6.480132364315974	0.18991227816825587
-20	0.04099224993842654	14011.990981022143	6.5453693777260336	0.2059784647921532
-30	0.06251129193697125	12861.818400159476	7.46345779968899	0.28282089819572176
-40	0.08362666692119092	12053.069776810957	8.261456400740485	0.3762056996107537
-50	0.10418499991646968	11112.427778638756	9.103151789108367	0.42928052655865057
-60	0.12510508293053135	10540.143175392805	9.855077937871027	0.4388015350157034
-70	0.14653333293972537	10072.1812361214	10.681419215319753	0.517784955777592
-80	0.1676727079320699	9616.654790001015	11.461453908663419	0.5139288537072088
-90	0.1885702489526011	9177.12388993476	12.269653602403565	0.5696718591146597
-100	0.20946733193704858	8889.722500315158	13.004721863801219	0.6151390308855874
-110	0.23013437291956507	8798.193525396831	13.692112838613612	0.6083178151718293
-120	0.2510480819037184	8646.032090590863	14.458279413406443	0.6184620854983601
-130	0.2719885819242336	8414.356979724687	15.15865602689902	0.6210994257259151
-140	0.2925937069230713	8326.288793987538	15.806803801834848	0.6125153678316686
-150	0.31351574894506484	8142.78393280998	16.412552068841933	0.6274373657371767
-160	0.33435754096717574	8102.987781387379	17.045800336248412	0.62944289968024
-170	0.355173207964981	8116.53713914037	17.404623004064092	0.612392472881458
-180	0.3760099579812959	8018.656788024651	17.83774468543797	0.6022543261869772
-190	0.3968926669913344	7986.672577570148	18.127935483580636	0.5797821444820139
-200	0.4180012090073433	7893.299525104724	18.610168745822534	0.592250479036165
-300	0.6287498339952435	7733.425327220254	22.65371081893598	0.6805901900787841
-400	0.8371017929748632	7688.472907914839	22.798832603944756	0.6888263811920229
-500	1.046841625997331	7619.412413616285	23.199381598199786	0.705827581626501
-600	1.2555573759891558	7747.376718008329	22.530158630079846	0.6492263894479193
-700	1.4684177089948207	7604.584626465699	23.939890145497866	0.7184836606624495
-800	1.6771551260026172	7640.680519345481	22.9902901695868	0.7567933538301144
-900	1.8885216260096058	7640.067299075126	22.449563033636366	0.7220677058066529
-1000	2.09705187601503	7658.3128254508965	22.59423722134104	0.7915169608872155
-1100	2.3083035010204185	7663.9130917491975	24.202612993490323	0.7902152722574434
-1200	2.5193644590035547	7647.4143637031175	23.729540917975402	0.7449288027122825
-1300	2.7294272930012085	7782.564473605315	19.460859246854856	0.707758186910328
-1400	2.938860126014333	7748.9593600487015	20.73496681492675	0.7075130950894473
-1500	3.14818541801651	7499.607547536452	26.119273108601682	0.7668147898727576
-1600	3.350956793030491	7596.04993132048	23.80252730772955	0.6886267386951219
-1700	3.5579846260370687	7673.907579020338	24.562230608496527	0.7423777641921085
-1800	3.757895084039774	7538.835117573168	25.569726452549858	0.7952967144850942
-1900	3.968218209047336	7656.580051129789	21.828244483268406	0.692663203478231
-2000	4.1770949590427335	7585.2584072552945	24.51537793861239	0.7645543134668619
-2100	4.3855560420197435	7636.176267334733	23.539360933992185	0.7656378807215382
-2200	4.60689158301102	7522.810372665746	25.493252045490205	0.7893361261122989
-2300	4.8104368330095895	7640.373539140318	23.911554454616116	0.7347671501595333
-2400	5.011875500029419	7519.985516677535	26.859308725504064	0.7858289951518415
-2500	5.21492379202391	7598.832633168167	24.324804241933005	0.772564770455188
-2600	5.414607626036741	7506.572602103713	28.205755581645416	0.8218363079988982
-2700	5.610988459055079	7495.189292060652	29.35544030583392	0.830486886272576
-2800	5.8022300420561805	7550.884068452053	29.69439004600732	0.8325740829225139
-2900	6.000316167046549	7497.675430188888	29.773171229198216	0.8335265613796305
-3000	6.202175875048852	7534.864896121817	29.760906957479495	0.8325654136247048
-3100	6.395406084047863	7512.802805910778	29.850019311762637	0.834399702729508
-3200	6.595670709066326	7568.977069212338	29.823870651910767	0.8339662299250679
-3300	6.796210584056098	7536.475816634713	29.827826843132584	0.8326489685218352
-3400	6.9856706670543645	7550.126121202333	29.84743794929885	0.8339694992604734
-3500	7.182040834042709	7506.795762787804	29.797766164845534	0.8336851218297902
-3600	7.379207917052554	7572.228451865819	29.822092331501324	0.8334390535937928
-3700	7.569020667055156	7582.1704338075615	29.87107100055608	0.8346460083118008
-3800	7.762115250050556	7439.094626517523	29.822334780639412	0.8342533902153676
-3900	7.960751250036992	7528.0411893067985	29.78374810172525	0.8325943403510988
-4000	8.162018083035946	7509.590722330449	29.811820817687096	0.8332053767242232
-4100	8.364161125035025	7458.171668820969	29.864071125973226	0.8345310230403528
-4200	8.56579816705198	7584.323783433427	29.794273538758528	0.8318425014149202
-4300	8.767690084059723	7582.4417808910375	29.783391510672878	0.8321317870985449
-4400	8.966083626059117	7467.954865778561	29.763698262903308	0.8331304531645854
-4500	9.162078001041664	7588.595344826496	29.815481580801986	0.8332284369914773
-4600	9.361791418050416	7538.761649853293	29.806839312792942	0.8339655553546824
-4700	9.554386960051488	7501.114274612941	29.78202595788869	0.833444399698422
-4800	9.743873043044005	7596.04001009347	29.814712839002766	0.8333600795049082
-4900	9.932365210028365	7491.107641665403	29.824403756179247	0.8335393489258586
-5000	10.132292502035853	7512.010735555489	29.795031549004722	0.8336169240254896
-5100	10.33366579405265	7594.479158460888	24.744896181319334	0.7250980474274445
-5200	10.543353169050533	7539.666753084699	26.745783777190965	0.7764108177798769
-5300	10.753561752062524	7621.374957585526	23.434245978998675	0.6991105405453915
-5400	10.96150991806644	7631.861456461604	22.58302560350461	0.6427081862795936
-5500	11.170582168066176	7792.540820115341	20.90139423787533	0.5830670119702503
-5600	11.378928502061171	7583.090872140921	23.43281572211471	0.7086098060298908
-5700	11.583179127046606	7675.016390463207	21.38357970453011	0.7316173911875703
-5800	11.790153919049772	7709.185292931323	21.846579040659094	0.7674586960453754
-5900	11.999781586055178	7672.835379981091	21.87011394465481	0.7478274052624031
-6000	12.204062628065003	7565.598595341779	24.897525478636563	0.7945469314728563
-6100	12.41431275306968	7662.322857663991	23.66207104638356	0.7690867776668978
-6200	12.625247753079748	7571.157278885352	27.56002917559071	0.8525812310275525
-6300	12.835778461070731	7601.9341803946545	26.346256255709157	0.8453861577790822
-6400	13.047754586092196	7509.955915019965	28.36645661066867	0.8619114966768706
-6500	13.250107170082629	7521.001058240519	26.81995654840086	0.8484737325238402
-6600	13.449022587097716	7611.476035179083	24.50820692232863	0.8131343202696817
-6700	13.656813254085137	7589.293965651144	24.736855270834837	0.8092593115267601
-6800	13.85677817108808	7522.945019813986	28.420539306302434	0.8441618938616435
-6900	14.062679713068064	7565.357853854569	27.30521338452003	0.859202561689273
-7000	14.264760172081878	7488.679150172934	31.19838575762804	0.8895356039136897
-7100	14.47678996407194	7542.732667865562	24.319686808608903	0.8317191876850127
-7200	14.688312464073533	7526.338932796208	25.886092151265508	0.8408610439818922
-7300	14.909484506060835	7475.706142163683	30.30896494968819	0.8576944907912483
-7400	15.121942423051223	7500.925242779013	29.437018090501226	0.8710915642335784
-7500	15.331769048061687	7577.8623819375025	28.380396902072288	0.8608758761177451
-7600	15.544545048061991	7501.746709160417	34.26270887749418	0.8767629826783128
-7700	15.754632881085854	7512.508119972133	31.372367895697863	0.852036645918967
-7800	15.964350256108446	7503.373600291102	28.643879680257	0.8324102734328424
-7900	16.17521646412206	7711.580121857431	21.373351189579104	0.7915397812244191
-8000	16.375291048112558	7687.25760866004	26.703471210994888	0.8370536567062754
-8100	16.57927504813415	7644.108355656867	24.459032466433676	0.8370568365924563
-8200	16.788222715142183	7526.25207896049	27.176464570932733	0.8474756932785091
-8300	16.997687299153768	7514.262086606261	28.257683679399857	0.8568314225068353
-8400	17.209840133145917	7559.488260601447	26.195433263858185	0.8197772467649117
-8500	17.423155925120227	7550.461263100491	28.468317378175666	0.8641728369087875
-8600	17.632562217127997	7513.653596272986	28.51811748975901	0.8442392077704065
-8700	17.84574484213954	7474.439192856121	28.262713502450346	0.8539021292459185
-8800	18.047072800138267	7424.422991371025	31.71837256909621	0.8826022403465369
-8900	18.246464467141777	7443.642166896205	32.803626177088056	0.8870844603640952
-9000	18.445086300140247	7524.941918399681	33.10648913682358	0.8875674286771101
-9100	18.636287050147075	7530.059062101786	33.220068133527	0.8884415669164762
-9200	18.827767800161382	7574.222440934679	33.254844038084734	0.8889318030854964
-9300	19.026048134168377	7519.5414234613345	33.277784994574155	0.8890508759888911
-9400	19.216727009159513	7497.476583839464	33.30499888216652	0.8887155674832999
-9500	19.414869551168522	7520.959930695582	33.24712181995238	0.888160812341243
-9600	19.612787176156417	7489.835248242286	33.29583637017911	0.8894889649800609
-9700	19.811146217165515	7444.416480684738	33.317239191162514	0.8893830914292171
-9800	20.002035092154983	7461.269304875545	33.33262524946177	0.889888299983583
-9900	20.20115238413564	7550.116900982094	33.3218404262622	0.8890961544955254
-10000	20.401565967156785	7576.145649066196	33.310095984663526	0.8886832753165651
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--- a/img/lighthouse200x300_pdps_known_dualscaling_20_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_dualscaling_20_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.0917021427303553e-5	17010.60981203518	4.935377882355947	0.010713389784152977
-2	0.0029870830185245723	16928.579908727144	4.998427791053677	0.020162726161808912
-3	0.004539583023870364	16767.628353461656	5.055384489672381	0.031006069962568245
-4	0.007436083018546924	16692.619768833207	5.134502051567697	0.04383444810257074
-5	0.009136916021816432	16538.688795347436	5.213202487452947	0.052947689158343726
-6	0.011846999026602134	16296.803257645766	5.299663766547567	0.0642061464647716
-7	0.013368957035709172	15975.082251371572	5.401017116701978	0.073811915143427
-8	0.016335207037627697	16000.244121736117	5.49986493305982	0.08180561442369254
-9	0.01784649904584512	15882.48468782912	5.574095338729615	0.09777362470915787
-10	0.020734458055812865	15527.741561809391	5.654341058595181	0.10205444293100065
-11	0.02225279205595143	15480.574771817053	5.749979142212723	0.11785038550061279
-12	0.025177667062962428	15267.54491858171	5.861333637581488	0.12359123990381021
-13	0.026917334063909948	15092.740384660718	5.923824334276979	0.1320814236843775
-14	0.0298229590698611	14927.06139283973	6.032447183530523	0.14498740617685518
-15	0.03135391807882115	14694.278962024011	6.153097843748121	0.15162756800274274
-16	0.0341929180722218	14670.373785462638	6.216867167939023	0.1685549736438139
-17	0.03583287607762031	14559.3038485142	6.313383539073016	0.1702303832473854
-18	0.03841058409307152	14413.009703600326	6.417563287643835	0.17752490986873415
-19	0.04007275108597241	14210.389453141972	6.479987269118776	0.18961002848477174
-20	0.04303604309097864	14050.796545018826	6.5451882546540965	0.20562288108654211
-30	0.06515533407218754	12906.12160774945	7.463154190448165	0.28225856476909855
-40	0.08681112606427632	12102.442865613792	8.261237521109726	0.3751554738663678
-50	0.10858408405329101	11157.900409419715	9.102506215708015	0.4280646469901068
-60	0.13020933404914103	10592.960436038506	9.854104019182103	0.43734075803180505
-70	0.15214208405814134	10120.120287526039	10.680161043379403	0.5161020362920886
-80	0.17406491705332883	9667.17339043091	11.459513813375967	0.5119821523140893
-90	0.19674004206899554	9221.690560230856	12.267785963563949	0.5687482485216909
-100	0.2190253750886768	8936.660349583639	13.002258665329666	0.6136164931763106
-110	0.24073479109210894	8843.528605139709	13.68885608761831	0.60704842288698
-120	0.2629628741124179	8697.115497912979	14.453896912894798	0.6162156328681156
-130	0.28543337411247194	8470.319704263777	15.153757068367016	0.6186098699238969
-140	0.3071072491002269	8376.812791049113	15.801420407282444	0.6104641694581426
-150	0.329055833077291	8194.93062607285	16.406172797393477	0.625407762735741
-160	0.3514802490535658	8152.715315572155	17.039569846854853	0.627556068609641
-170	0.3738651650492102	8171.811981339471	17.398342725491243	0.6104227455135495
-180	0.39590724802110344	8071.983230866799	17.829956219885233	0.6002923877451145
-190	0.4181057900423184	8041.06616475576	18.117673318215786	0.5773716105753478
-200	0.4403141230577603	7941.098313965372	18.599191700605434	0.5908734463284473
-300	0.657331206050003	7789.632432447917	22.630348560015324	0.6782533628123758
-400	0.8776252060488332	7736.674401887054	22.78489660954167	0.6866651931919506
-500	1.0932282480353024	7673.000495257929	23.178924782174008	0.7032272128240158
-600	1.306499373051338	7796.4318354773895	22.513855126697987	0.6469577368480697
-700	1.5352885390457232	7650.18476790587	23.920950655176743	0.7162263690623242
-800	1.7585589140362572	7687.781270074954	22.973394466370117	0.7546649718031847
-900	1.974807539023459	7694.017018851873	22.432491856610447	0.7191815880361344
-1000	2.189965330035193	7705.1119147933305	22.578651731150558	0.7894256784966145
-1100	2.407204080023803	7715.47744103459	24.1787281456535	0.7878984897018679
-1200	2.6238794550299644	7697.94876749461	23.70602299881162	0.7424626152872068
-1300	2.842847247055033	7831.114998599101	19.453633920354413	0.7054161450380135
-1400	3.0615405800635926	7803.461574868479	20.719596294127566	0.7046016565906035
-1500	3.281782580044819	7547.33819940985	26.081407954058754	0.764150324371302
-1600	3.497575163055444	7648.682068747743	23.782754218896997	0.6861857745478342
-1700	3.7220518710673787	7728.293024905974	24.529527317451144	0.739472123695496
-1800	3.9440208290470764	7581.952474982122	25.540978052538478	0.7934231609797883
-1900	4.160699579049833	7708.3083222152745	21.81963875109988	0.6906315171642928
-2000	4.381429329048842	7630.945263761755	24.488406009482503	0.7622367138702679
-2100	4.60300303704571	7684.793756124789	23.521294790440326	0.7632531034420528
-2200	4.8198927040502895	7569.038944790757	25.465146783122407	0.7869835245152671
-2300	5.040908370050602	7691.411234332692	23.888015674083082	0.7324329931330206
-2400	5.261267870053416	7569.358967090198	26.82770371264175	0.7838303514592289
-2500	5.485199537040899	7646.944243551147	24.30626250684017	0.7700535432180113
-2600	5.692797870055074	7541.466485634628	27.604012513777107	0.8099932333862876
-2700	5.895699370041257	7530.2406087716345	28.474356290755672	0.8161543725515515
-2800	6.10581162001472	7585.417969219099	28.721593448830113	0.8174907939928457
-2900	6.317801911995048	7532.735645821002	28.772947747764128	0.8178304418401271
-3000	6.523214079003083	7569.383879244162	28.7689981337109	0.81744475141493
-3100	6.731432453991147	7548.206430739256	28.842868487945434	0.8191572657371268
-3200	6.943648704007501	7604.613486165733	28.820682490543497	0.8188105307313565
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--- a/img/lighthouse200x300_pdps_known_dualscaling_25_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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-iter	time	function_value	psnr	ssim
-1	7.2499969974160194e-6	17036.45803843617	4.935377882355947	0.010713389784152977
-2	0.0025905419897753745	16958.29573088388	4.998420074994295	0.020158965133687517
-3	0.004056833975482732	16799.77613720632	5.055372327204404	0.030998633051159376
-4	0.007632833992829546	16727.344067655482	5.134481745458467	0.043818920270898024
-5	0.00916745897848159	16574.17363613268	5.213183630353388	0.052930054155271085
-6	0.011782416986534372	16337.414297318353	5.299624313313879	0.06417439370721566
-7	0.013827166985720396	16016.909773635336	5.400969540328489	0.07377003350188861
-8	0.016520083969226107	16039.029501076597	5.499812495382348	0.08175589849506329
-9	0.018199791957158595	15918.05659647658	5.574027416121399	0.09769960471029328
-10	0.02184087593923323	15562.94683191861	5.6542742409572835	0.10198077620323265
-11	0.023347708949586377	15518.04881992926	5.749900390575875	0.11773798799980847
-12	0.026207000948488712	15306.125551352388	5.861246155912304	0.12346469687530562
-13	0.028526958951260895	15137.357017750737	5.92371657333862	0.13190661132894166
-14	0.031218666961649433	14972.1862598927	6.032355047133949	0.1447946552096499
-15	0.03292937597143464	14733.537926968458	6.153025607485713	0.15145287257529155
-16	0.03653387597296387	14710.610894562178	6.216778543955741	0.1683591321033216
-17	0.03799862597952597	14599.475779666815	6.3132473193329375	0.1699737783054759
-18	0.04082300097797997	14456.320184275886	6.417452789876962	0.17722994622852128
-19	0.04245820897631347	14251.690857340485	6.4798548370002855	0.1893299739345367
-20	0.045034791983198375	14090.751988477397	6.545025537498274	0.20528760999596712
-30	0.06695620797108859	12951.314380300924	7.462866749785451	0.28175356353317826
-40	0.08913016697624698	12153.514852358247	8.261001877409237	0.374151385829419
-50	0.11093208397505805	11204.4495611474	9.101880264602473	0.42694845110891355
-60	0.1324820419831667	10646.908803817341	9.853150896139455	0.4359848013692015
-70	0.15491087498958223	10169.574197730188	10.678925302035072	0.5145381354949977
-80	0.17746870798873715	9718.942619021156	11.457649970338162	0.5101894999902965
-90	0.1995267499878537	9266.485153478887	12.265927170179971	0.5678228875969246
-100	0.22149404100491665	8985.005640472882	12.999900697854374	0.6121400120687187
-110	0.24245879100635648	8889.634526378992	13.685754526983372	0.6058696952811895
-120	0.26473112401436083	8750.237383421347	14.449674941457891	0.6140056163227828
-130	0.28565599903231487	8528.505765124395	15.149011371438032	0.6161626798244086
-140	0.3066181650501676	8428.663104379139	15.796254791958965	0.6085247531506077
-150	0.32890874904114753	8248.10317655923	16.400033008462955	0.6235142549684286
-160	0.35049216603511013	8203.916105006063	17.033552235301592	0.6257605439032755
-170	0.37193354102782905	8228.96378967358	17.392213658901355	0.6085027548367604
-180	0.3937700830283575	8126.252081359419	17.822375254488477	0.598466122121233
-190	0.4162522080296185	8097.068692561028	18.107797043297715	0.5750748953031171
-200	0.4388757500273641	7988.991661215699	18.588578507035038	0.5895367311922106
-300	0.6572549580305349	7847.714470091151	22.607490927207547	0.6759015935038138
-400	0.8757004580402281	7786.318631583848	22.770819072428807	0.6845848054035097
-500	1.0930094170325901	7728.505646953516	23.158575266851486	0.7006538239336919
-600	1.3105597090325318	7847.213896528027	22.497572157580265	0.6447693208339667
-700	1.5295685000310186	7697.120098773202	23.90240408464107	0.7140626912026052
-800	1.748498875007499	7736.267224709141	22.9574206156405	0.7526472456476226
-900	1.9647799170052167	7749.694623063578	22.416133808231386	0.7164295166442196
-1000	2.1852307509980164	7753.488226826452	22.563457844075963	0.7874652633929781
-1100	2.4029410849907435	7768.5414059701025	24.15512799521131	0.7856738698473871
-1200	2.6183850429952145	7750.619952525497	23.683070715833516	0.7400586850542547
-1300	2.831875209987629	7881.80976337647	19.446779116125057	0.7030855328371209
-1400	3.0510582939896267	7860.482445386312	20.70435706318878	0.7017183257494859
-1500	3.264540003001457	7596.902720490719	26.04463637423342	0.7615739002569857
-1600	3.483205419004662	7703.186347962342	23.76365246184583	0.6838542220907785
-1700	3.697827836003853	7784.620492761106	24.49775515758393	0.7366247192904518
-1800	3.9166857940144837	7626.238386549618	25.51340331038719	0.7915884002199514
-1900	4.134236376994522	7762.022511904752	21.810648774843436	0.6886132868372387
-2000	4.345731334993616	7677.539885959433	24.462858468015728	0.7601385385760375
-2100	4.5612306270049885	7735.082461435694	23.504107426256486	0.7609565169317093
-2200	4.77415458500036	7617.135294981507	25.438325314063878	0.7847145379067193
-2300	4.9928070430178195	7743.681885904915	23.86538630070172	0.7302229386362371
-2400	5.205459043034352	7619.991537970911	26.79679454194284	0.7819501888646652
-2500	5.42561129303067	7696.762793443134	24.287938646739825	0.7676249309184321
-2600	5.630070876009995	7579.456291551185	27.114799902745045	0.7982936052240841
-2700	5.836108918010723	7568.115739896959	27.791942388106754	0.8024239326606704
-2800	6.054232959024375	7622.6416703308805	27.97761922589844	0.803362893020641
-2900	6.266976209037239	7570.9171515024045	28.02071533928497	0.8034543690224585
-3000	6.473750793025829	7607.0701510295685	28.020321393461586	0.8034219639362565
-3100	6.678505251038587	7586.514088872517	28.07830021714811	0.8049296153970419
-3200	6.885077417042339	7643.084937830329	28.059792398219464	0.8046059061309735
-3300	7.09664925004472	7609.953304180432	28.065325493741486	0.803783386672741
-3400	7.306390333047602	7624.419934177089	28.060446256725548	0.8038103457566139
-3500	7.510717833065428	7577.882519108061	28.043654638059003	0.8039929585850446
-3600	7.714364458079217	7646.71263214525	28.068348070964642	0.8040518419326727
-3700	7.919636208069278	7656.05447036728	28.095440789501126	0.8047721600990131
-3800	8.129945333086653	7510.406722037016	28.060989541717447	0.8046772810057756
-3900	8.338553916080855	7601.828344519278	28.02750618541312	0.8032508487925346
-4000	8.543870416062418	7581.9122983822745	28.053796260704985	0.8035450146117323
-4100	8.748470624064794	7530.283998513842	28.09606120586657	0.8044567192264905
-4200	8.956258124060696	7656.9343786536865	28.049968527749726	0.8031879008299703
-4300	9.16273687404464	7653.212086876618	28.025822899393518	0.8029905166421095
-4400	9.36892174903187	7540.288319812583	28.017596161780062	0.8038210857695199
-4500	9.580908041010844	7659.183264812978	28.056167016420712	0.8040212836031769
-4600	9.78710400001728	7610.805598058876	28.042263763104902	0.8043519256139823
-4700	9.991779000032693	7575.006939356842	28.036746282520465	0.8040909801593796
-4800	10.197512458020356	7670.283781295799	28.052567720185543	0.8041269400905059
-4900	10.410476999008097	7565.443945573546	28.067334210047946	0.8045377979902317
-5000	10.619838957005413	7585.598798337521	28.041976279161265	0.8039938508170485
-5100	10.841125248000026	7687.5261168654615	24.682211620664223	0.7201552612066708
-5200	11.059192122978857	7628.483314019257	26.687139784513892	0.7728495245676605
-5300	11.272956914966926	7721.542186125986	23.40252403873752	0.6944546091145674
-5400	11.490433831961127	7720.036931757022	22.555611190967987	0.6407489759614855
-5500	11.706259331986075	7889.441087039673	20.86421942098809	0.5794535061142696
-5600	11.91915303998394	7702.252248457219	23.376543032415608	0.7020579341731805
-5700	12.133268289995613	7768.457240318493	21.353750484525445	0.7290411960185038
-5800	12.346297206997406	7810.524685427565	21.814275971916743	0.7629870708616953
-5900	12.561972497991519	7760.511417731668	21.838945670761237	0.7458716220787411
-6000	12.782156831002794	7650.679104861819	24.853502073662984	0.793582458435429
-6100	13.004089371999726	7774.466277644524	23.62520172479941	0.7635158799831682
-6200	13.223493622004753	7665.654458085238	27.518167066249024	0.847494416968224
-6300	13.439375121990452	7694.649731637375	26.298531584719957	0.8413885313834578
-6400	13.655905705993064	7604.902088808313	28.31231362543609	0.8564281546837762
-6500	13.868982080981368	7616.059337063926	26.753864767624208	0.842687627417494
-6600	14.085825122980168	7717.305368328016	24.471955489452526	0.8067173078063872
-6700	14.301732747961069	7707.424483225763	24.70519407248034	0.8020856168799739
-6800	14.516269330953946	7617.425624266873	28.33232188401317	0.8397493649811703
-6900	14.734107830969151	7662.867275747104	27.247417801623058	0.8533853567139942
-7000	14.947821788984584	7563.246485059823	31.129112739301846	0.8868859383248994
-7100	15.165462288976414	7623.108118406974	24.302708224855664	0.8281062101853298
-7200	15.379887205985142	7610.672944272417	25.848262241218162	0.8367874873651221
-7300	15.598961123003392	7554.808266792606	30.225216366721725	0.855306132111198
-7400	15.811475830996642	7579.053652789142	29.409672887629227	0.8685573430133647
-7500	16.023158164985944	7646.347723523172	28.357767826009063	0.859846096462688
-7600	16.24118124798406	7577.262701041152	34.1919125507709	0.87468291657634
-7700	16.460943081998266	7592.100354384249	31.326804212263774	0.8486493046570063
-7800	16.685775915015256	7594.967792079052	28.595792971127317	0.8293854158807956
-7900	16.907058581040474	7807.435300697977	21.349908628052056	0.7872437425245461
-8000	17.120982039021328	7783.562067107487	26.63947851602687	0.8317265746613813
-8100	17.34041070600506	7735.4102337908635	24.42266610643037	0.8321380903738183
-8200	17.556578540010378	7621.0465126523095	27.1206558150347	0.8421850656243691
-8300	17.772298580995994	7610.652831659991	28.171273233922314	0.8511406917837463
-8400	17.992142706003506	7662.934742387979	26.14881899736134	0.8159228863394088
-8500	18.20431170600932	7645.191081160712	28.407232717276976	0.8588349538881564
-8600	18.417530290025752	7618.749025240009	28.43691061831033	0.8382737842375425
-8700	18.63229499902809	7561.942612127628	28.197251447919342	0.8508853735283554
-8800	18.838580124021973	7489.720092142535	30.571066950200834	0.8792732144322684
-8900	19.04831908302731	7508.9039687298755	31.19197959519532	0.8819087967432099
-9000	19.258887042029528	7588.4118817779845	31.36406376012915	0.8819017946621841
-9100	19.464805708033964	7597.417216968374	31.437673204928466	0.8830391196727888
-9200	19.67096570803551	7640.428324555548	31.435293842007347	0.8825967201611737
-9300	19.880546292028157	7586.032705431502	31.462871810449094	0.8830561247410894
-9400	20.099396208039252	7562.006846630997	31.479035376735354	0.8828091079079576
-9500	20.312596791045507	7586.509534005705	31.42180960786338	0.8822842538381124
-9600	20.52683712405269	7557.039340357111	31.457904272987957	0.8833274811736214
-9700	20.73351066603209	7510.6369743608775	31.48203646527023	0.8834099048133008
-9800	20.939060208038427	7527.542157656765	31.503248127156276	0.8836778269013904
-9900	21.144439250027062	7617.08241016762	31.494032513378023	0.882903741298637
-10000	21.352405208017444	7644.2474242468215	31.493538974837413	0.8832109407971438
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--- a/img/lighthouse200x300_pdps_known_greedy_10_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_greedy_10_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	2.1792016923427582e-5	16958.913359233207	4.935377882355947	0.010713389784152977
-2	0.003056417015613988	16874.735261017813	4.998401023820663	0.020108535518113074
-3	0.004841167014092207	16709.870441269708	5.055360859345882	0.030904761874494993
-4	0.01486520899925381	16630.30149059146	5.134498663153787	0.043691438697635636
-5	0.01663566697970964	16474.45378771043	5.213187696637313	0.05275394284611745
-6	0.019533375976607203	16227.028326763308	5.299444354826438	0.06369359122642113
-7	0.026069000974530354	15901.18110912011	5.400816959982006	0.07333705617163344
-8	0.029030792968114838	15932.366350555245	5.499611848976893	0.08135053349177199
-9	0.03080120898084715	15818.50633414315	5.5738542071841	0.09748976609160676
-10	0.0334417509729974	15463.407651554437	5.654104312042085	0.10180568038036704
-11	0.0351747099775821	15413.166093670818	5.74963616774455	0.11757094910403856
-12	0.03811358497478068	15198.038024238198	5.860961457135182	0.12327790362420461
-13	0.039810584974475205	15012.938430691156	5.923461758546394	0.13161089703372447
-14	0.04277158496552147	14846.556027815128	6.032173787012102	0.1444483426992697
-15	0.04448900098213926	14623.437418241127	6.152916882378436	0.15139488408144405
-16	0.047401750984136015	14597.93741454186	6.216549351439743	0.1682536048120049
-17	0.04910387599375099	14487.628602414989	6.312953063865051	0.17001835655218214
-18	0.052044458978343755	14335.169866733357	6.417292987182299	0.17733161899495498
-19	0.05366075097117573	14135.768775237453	6.479605061983777	0.18938506816572326
-20	0.05661645997315645	13979.183889996428	6.544665731535431	0.20553437368407865
-30	0.08161437697708607	12826.590289683707	7.461349154986221	0.28069212979772373
-40	0.10574733497924171	12012.152383293595	8.258439554140399	0.3736030765847357
-50	0.1301124189631082	11075.848915984594	9.09823305394866	0.4248608522961055
-60	0.1539823359635193	10497.497208847646	9.847676505760965	0.4339653748230007
-70	0.17926233596517704	10032.676185410497	10.672155479333265	0.5134631072586147
-80	0.20296916895313188	9575.765008147877	11.448740852288717	0.5082848571176959
-90	0.2277172529429663	9137.585623133147	12.253419109618926	0.5641078305545957
-100	0.2527986279455945	8850.96177029357	12.987815881470562	0.6108064514362445
-110	0.27680266893003136	8761.246831733599	13.672176359857799	0.6038514446788504
-120	0.3010094609344378	8605.184755222897	14.4330952195066	0.6138823851254549
-130	0.32447241892805323	8369.213533546885	15.128722869180972	0.6160704334100706
-140	0.3477901689184364	8285.166727372372	15.772993660335793	0.6068179745979486
-150	0.3713410019117873	8100.690139108725	16.371219652165934	0.6207811849575957
-160	0.39492166793206707	8062.365521895734	17.00166541141523	0.6238411708103235
-170	0.41851229293388315	8071.45076133424	17.35919299065595	0.6068376320489577
-180	0.4418089179380331	7974.090088371849	17.78372422040064	0.5952065021426417
-190	0.46645470993826166	7941.4615512210785	18.065416113703463	0.5728814405707987
-200	0.4892606259381864	7850.397216216461	18.545563854983932	0.5861543920130741
-300	0.7298316259402782	7684.968971255355	22.512669692869018	0.6755331007664824
-400	0.9677317509194836	7646.359710642898	22.6857516066858	0.6846407598040899
-500	1.2017441669013351	7573.270941641697	23.078553352038973	0.6998404414360498
-600	1.4496347498788964	7705.502188207904	22.414399103115848	0.6434082534094192
-700	1.6884924158803187	7565.072195373927	23.802488905649618	0.7129098295706536
-800	1.9262520408956334	7602.18200975429	22.85510949104433	0.7516214362232364
-900	2.167621165892342	7593.575954779291	22.35343616204438	0.7165503965706002
-1000	2.4079712078964803	7620.4424220043875	22.502081831520865	0.7872514621504544
-1100	2.646695374889532	7621.288022015166	24.055032112106545	0.7846144690907049
-1200	2.8823040408897214	7605.582994691262	23.581385551127774	0.7408137596241221
-1300	3.1188624158967286	7736.699947727872	19.46445166966551	0.7048119746532847
-1400	3.3576857488951646	7701.489168039719	20.699999679624245	0.7043518029067695
-1500	3.594814956886694	7459.834356407872	25.921255090265838	0.7626184385525981
-1600	3.83055403988692	7551.355021044518	23.667929952439096	0.6830155582164682
-1700	4.070014830882428	7632.10908134206	24.391787459353726	0.7340918492321143
-1800	4.307701955898665	7500.895846290731	25.41064802971201	0.7904329968787221
-1900	4.54414624790661	7612.059137620927	21.767781923580145	0.6886530683192924
-2000	4.7836939978878945	7547.021494220934	24.363979871289963	0.7579067105590308
-2100	5.02295337288524	7593.787419646217	23.450552806789908	0.7609264877088702
-2200	5.260754039889434	7483.546790145093	25.352042106829483	0.7857437359794466
-2300	5.491585081879748	7597.516887940798	23.788979178046166	0.7281720390174036
-2400	5.728165456879651	7481.251216217499	26.63676729491122	0.7792996082874941
-2500	5.96276899887016	7556.81426690634	24.26299942993768	0.7702509463185365
-2600	6.193354581890162	7474.062454499204	28.89673544690296	0.827619231940754
-2700	6.418515498895431	7461.717470030823	30.51082012768365	0.8400517930993548
-2800	6.646488582890015	7517.644009115653	30.991453642901163	0.8431433366689108
-2900	6.877753873879556	7464.554954416842	31.136888866155306	0.8453853543998363
-3000	7.107554248883389	7502.828696269814	31.106409745228408	0.8434784044596144
-3100	7.338127581868321	7478.722036835637	31.20476633108718	0.8450400979523018
-3200	7.567380331864115	7534.831577104068	31.176849276330955	0.8447419242223698
-3300	7.796536665846361	7503.320507629333	31.1847925365041	0.8434045720014102
-3400	8.022500749822939	7515.921332188899	31.228111335379957	0.8456345664223544
-3500	8.253286666818894	7475.053876578371	31.156959297029726	0.8445129549560071
-3600	8.479639416822465	7538.591430896206	31.17585884773962	0.8445814071015448
-3700	8.711517791816732	7548.590874838231	31.23721413369889	0.8456998955229608
-3800	8.940583541814703	7407.082638104875	31.207228144172753	0.8458179661927597
-3900	9.169505624799058	7494.3275431994625	31.14780676846724	0.8433057843171383
-4000	9.399102082796162	7476.205694274608	31.17709804434774	0.8443956127023747
-4100	9.622427165799309	7426.073280577925	31.219719230757185	0.845951735262412
-4200	9.85311483280384	7551.300348898598	31.145778816709253	0.8426258767375435
-4300	10.087875374796567	7550.037602691958	31.13703439763112	0.8427338879136955
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-10000	23.526638754701708	7548.494718753093	34.247154359578275	0.8765943548339138
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--- a/img/lighthouse200x300_pdps_known_greedy_15_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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-iter	time	function_value	psnr	ssim
-1	9.459006832912564e-6	16984.761585634194	4.935377882355947	0.010713389784152977
-2	0.0027665839879773557	16913.30637293789	4.998339471715698	0.020038460127813636
-3	0.004400917998282239	16751.874548588195	5.055282677025294	0.030773503136381827
-4	0.0074785009783227	16675.59318989853	5.134405200055879	0.04348267882173725
-5	0.009071666980162263	16519.627023682413	5.213092574877857	0.05250707337965823
-6	0.011895957955857739	16283.880989107562	5.299151092604632	0.06313438010905992
-7	0.013695832953089848	15956.7559086914	5.400513910462024	0.07276459073603986
-8	0.016906540957279503	15984.286601574102	5.499275613913268	0.08077218823403695
-9	0.018733498960500583	15862.034115549892	5.5734809701428585	0.09697670465303475
-10	0.02270516596036032	15505.973513050476	5.653702898047572	0.1013115025623551
-11	0.024344290955923498	15457.665117831717	5.7491675725363836	0.1169407551820293
-12	0.02728391595883295	15244.052573853878	5.860435185270816	0.12255516472196427
-13	0.02985308296047151	15067.288572432637	5.922866449282072	0.13061598788737439
-14	0.03276779197040014	14902.02122627321	6.031645949725149	0.1433379387176869
-15	0.03455779197975062	14669.508552244712	6.152522947001659	0.15063014383534631
-16	0.03803112599416636	14644.807368261618	6.21603819836686	0.16736886395539902
-17	0.03989208399434574	14533.760754238756	6.312268536142362	0.16907540018380526
-18	0.04292820897535421	14384.678516758857	6.416757464309095	0.1762789165922429
-19	0.044509708968689665	14182.897167955603	6.47894409921748	0.18836096699180307
-20	0.04720804197131656	14023.868552695294	6.543847427858075	0.20448784195041242
-30	0.07033574994420633	12880.595060249443	7.459508950299395	0.2781634584727047
-40	0.09238099993672222	12068.489015562742	8.256153778039806	0.37002593930122496
-50	0.11472004192182794	11128.81971841798	9.094205226938325	0.4201305009805389
-60	0.1372836669033859	10558.363284464049	9.841755340051355	0.4286222935145585
-70	0.15999600090435706	10084.916766784721	10.664921806472535	0.5085967277125533
-80	0.1824061258812435	9632.188346162278	11.438587529886286	0.5021162328825586
-90	0.20564962588832714	9185.87847980603	12.241266182626946	0.5596539213224592
-100	0.22782233389443718	8902.535295382342	12.97424502922588	0.6061899419412976
-110	0.2499515418894589	8812.924290869876	13.655475091728793	0.5992575123150529
-120	0.2739960418839473	8661.616220113547	14.41142472921532	0.6077387165768228
-130	0.2977702918869909	8430.662622999736	15.10399522447688	0.6093523779938992
-140	0.3208194168691989	8340.36694964283	15.745784568180035	0.6006538027357621
-150	0.3441482498892583	8159.236554504958	16.338233739474813	0.6139047787612464
-160	0.36803204187890515	8116.41787607613	16.968007272086652	0.6179461678249274
-170	0.3921203338832129	8131.50472796069	17.324559371508972	0.600737677141733
-180	0.41673616686603054	8032.228967796908	17.742890976021734	0.5883617683545839
-190	0.44063199986703694	7999.167683045084	18.015894447404705	0.5656991910872208
-200	0.46547587486566044	7901.567434435487	18.493142674052464	0.5806969243242441
-300	0.6945271658769343	7744.621460586899	22.404752505262316	0.6694631402686483
-400	0.9234754998760764	7696.81597259264	22.60408950014969	0.6790517873710666
-500	1.1520704168651719	7630.2008052740985	22.980102228934246	0.6925100185875607
-600	1.3927676258608699	7756.69258828954	22.32609699883373	0.6369383533210603
-700	1.622385292837862	7614.017033178141	23.698982937813543	0.7061012270203996
-800	1.8614029598538764	7654.437758992583	22.755057612627386	0.7450735649327236
-900	2.1005915848654695	7651.495737251431	22.27639095540639	0.7088548187668683
-1000	2.3409649598470423	7672.829010181706	22.427315388898627	0.7810282343560052
-1100	2.571770001843106	7679.3724531220805	23.9358912928825	0.7770259834542077
-1200	2.807847876829328	7659.447697142759	23.466717385335258	0.7347375741583264
-1300	3.0473836678429507	7784.862069192328	19.449758045706083	0.6996499872601374
-1400	3.2807555428298656	7758.770230472157	20.65231111770588	0.6977938287876079
-1500	3.5184316678496543	7511.422315503292	25.757579246820022	0.7558377846789588
-1600	3.7457244598772377	7608.196035937882	23.562523248434903	0.6756810875418341
-1700	3.977651709865313	7697.670157743667	24.24426209811344	0.723212156276774
-1800	4.213088626856916	7547.637793041002	25.279817533654704	0.7844018484872726
-1900	4.451237751869485	7667.920506487475	21.72051921460519	0.6828336218227026
-2000	4.689798876846908	7598.746227277767	24.241558266295268	0.749841753394096
-2100	4.922756168845808	7645.811341523108	23.36983983920483	0.7543507847196569
-2200	5.150594709848519	7533.228792593347	25.231301822335865	0.7796706764201016
-2300	5.38284004284651	7654.749020668592	23.686393087174295	0.7203110763089673
-2400	5.615964250842808	7541.466072073888	26.465311631930962	0.7710626209228894
-2500	5.848620083823334	7608.358721589208	24.196907814250626	0.7645283809720801
-2600	6.075843750819331	7507.225162855352	28.127467782523894	0.8207545711576181
-2700	6.30493600081536	7495.117097665414	29.324728348553137	0.8301583874190869
-2800	6.536273667821661	7550.855809042114	29.683734586072937	0.8324660773963289
-2900	6.759037000825629	7497.685231385834	29.769377215163825	0.8334900625709835
-3000	6.972873875842197	7534.864430960992	29.759554753554895	0.8325528306710228
-3100	7.197159583825851	7512.801082337991	29.849542422120578	0.8343954699788185
-3200	7.423133958829567	7568.976972948631	29.823703354094597	0.8339647583523062
-3300	7.652460166835226	7536.475714561033	29.827765786478686	0.8326484526386115
-3400	7.871725166827673	7550.126132618042	29.84741588148506	0.8339693162678066
-3500	8.090837041818304	7506.795761201511	29.7977583465735	0.8336850579828082
-3600	8.312458582833642	7572.2284465970415	29.822089586913094	0.8334390307888344
-3700	8.526169582823059	7582.170432515587	29.871070017584263	0.8346460003409135
-3800	8.743197165837046	7439.094625706412	29.82233442097835	0.8342533872936406
-3900	8.966374123847345	7528.041189336874	29.783747970150003	0.8325943393028667
-4000	9.198021790856728	7509.590722264806	29.81182076994608	0.8332053763533972
-4100	9.419515956862597	7458.17166883916	29.864071109316384	0.8345310229110278
-4200	9.642372290865751	7584.323783433058	29.794273532559682	0.8318425013677145
-4300	9.863351332867751	7582.441780888057	29.783391508421445	0.8321317870813338
-4400	10.085081249853829	7467.954865775342	29.76369826211031	0.8331304531583429
-4500	10.300521957862657	7588.595344826685	29.815481580511694	0.8332284369892616
-4600	10.521645541855833	7538.7616498531115	29.806839312685028	0.8339655553538801
-4700	10.744349125860026	7501.114274612981	29.782025957849072	0.8334443996981304
-4800	10.972111875860719	7596.040010093481	29.81471283898813	0.8333600795048038
-4900	11.20129612585879	7491.107641665356	29.82440375617413	0.8335393489258202
-5000	11.424383292847779	7512.010735555474	29.7950315490028	0.8336169240254758
-5100	11.659154209832195	7606.346505955395	24.547897757737758	0.7126314879405296
-5200	11.887422251835233	7554.757629823769	26.490087323391343	0.763200425997098
-5300	12.124965626833728	7634.839195777455	23.251826692348565	0.6840233743595976
-5400	12.359079917834606	7629.750243265272	22.38585060968374	0.6328488100805307
-5500	12.582586500851903	7805.177821390203	20.712711549312544	0.5705742044424992
-5600	12.818468542856863	7603.905952370702	23.143413289079085	0.6884330594749877
-5700	13.05466633386095	7688.578233813721	21.213717009785185	0.721636141504465
-5800	13.290357458870858	7719.635211776798	21.71195955129489	0.7570478347851294
-5900	13.526611833862262	7676.6816135402105	21.750619127706408	0.7403546375004602
-6000	13.758223708864534	7575.080335613914	24.573381519916417	0.7875561199842938
-6100	13.997269041836262	7676.284675923737	23.439093458133975	0.757009339674707
-6200	14.232671874837251	7578.364923457294	27.231637038386012	0.8455471305468374
-6300	14.481987041828688	7613.979370346609	26.07013462848363	0.8359441011382875
-6400	14.70771487482125	7519.046861264674	27.997874286985255	0.8545032122601275
-6500	14.944584833836416	7528.3952922768185	26.50449677595438	0.8424162952163371
-6600	15.177699666848639	7624.93080874274	24.350779383899273	0.803258899485134
-6700	15.410235249844845	7613.077355013846	24.621546037280556	0.7919224088874013
-6800	15.649307665851666	7531.9505519229115	28.000964755702395	0.836617921369054
-6900	15.883560040849261	7576.760593454588	27.05046723720748	0.8486065004053568
-7000	16.12480108285672	7497.54148329205	30.78922398830416	0.8826064995701333
-7100	16.350105957855703	7553.837092613434	24.16853115179478	0.8219914838713879
-7200	16.577384874835843	7538.355087947535	25.648969528966887	0.830198149976945
-7300	16.816331999842077	7487.136842246847	29.873573183838023	0.8488374521166463
-7400	17.055520124849863	7513.217166823415	29.300587411867088	0.8616637913384613
-7500	17.288585708854953	7592.57548697497	28.216167493337903	0.8507529113053007
-7600	17.528063500853023	7515.16736000597	33.77506940517368	0.8654520584919614
-7700	17.759960917843273	7524.851477228005	31.073310800919533	0.8415409435023122
-7800	17.992375834845006	7520.021629120392	28.32135266766251	0.8169240420477784
-7900	18.230295167857548	7729.597545694648	21.26367207111414	0.7793687715483483
-8000	18.45639720984036	7704.974258865148	26.378426936477663	0.8253986411804386
-8100	18.68567287584301	7651.753488931303	24.30611111149455	0.82978453686767
-8200	18.92381733385264	7534.056869442974	26.8491896478354	0.8406205162350359
-8300	19.157327583874576	7523.38132614155	27.7902514166489	0.8489746192796985
-8400	19.395289333886467	7575.363440646889	25.906706169408498	0.808142994842427
-8500	19.63425841688877	7558.923700348188	28.063546182832262	0.8577812486485874
-8600	19.872082958900137	7526.868528131662	28.0533371061733	0.8338569528062263
-8700	20.104079666896723	7486.049333603622	27.826949037583827	0.8450839363743374
-8800	20.32895895888214	7424.8996538189	31.519319399570023	0.8818385116225501
-8900	20.54868645890383	7443.628293714584	32.73464134397366	0.8868612227294423
-9000	20.7744442919211	7524.891511050345	33.083683954022504	0.8874964247053455
-9100	21.001210333924973	7530.054099647805	33.212080535295605	0.8884177095532856
-9200	21.226242750912206	7574.218966637169	33.2519638533287	0.8889233763902179
-9300	21.450743792927824	7519.540326693112	33.2767698414882	0.8890479553394782
-9400	21.67771950090537	7497.476207127806	33.30463126513708	0.8887145333590175
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-9800	22.583873624913394	7461.2693002844435	33.33261897821747	0.8898882831980676
-9900	22.81429399989429	7550.116901014406	33.32183813719376	0.889096148465819
-10000	23.031792416906683	7576.14565024196	33.31009514882632	0.888683273133075
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--- a/img/lighthouse200x300_pdps_known_greedy_20_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_greedy_20_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.0541989468038082e-5	17010.60981203518	4.935377882355947	0.010713389784152977
-2	0.003013875975739211	16957.50630225665	4.998271390678601	0.01996093226446887
-3	0.0049993339634966105	16800.64527182626	5.055191205784956	0.03062169604693063
-4	0.008009333978407085	16729.05106388595	5.134291908490089	0.04322958395548656
-5	0.01004229299724102	16571.40467107019	5.212980570341913	0.05222590394902539
-6	0.013859875994967297	16350.622063514153	5.298831181591588	0.06250207439369496
-7	0.015950083994539455	16022.042671283625	5.400178345605491	0.07209061771611734
-8	0.01915645899134688	16045.730646417422	5.498912133686552	0.08008844666515882
-9	0.022015125985490158	15912.285931512075	5.57307678635636	0.0963738197447579
-10	0.025173125963192433	15554.320341337852	5.653257300827304	0.10074393863073446
-11	0.026959625974996015	15508.121249417392	5.748646657379472	0.11621729249990091
-12	0.030920916964532807	15296.464356078377	5.859844358485366	0.1217313946253314
-13	0.03281720797531307	15129.730159812423	5.922186872931229	0.12945293248322823
-14	0.03592487398418598	14966.832712151396	6.031008176462782	0.14198460862391277
-15	0.03772629000013694	14722.332759063172	6.152032371360208	0.14970254556560916
-16	0.041041040007257834	14697.357378247232	6.215448013089608	0.16637636669101066
-17	0.04300083199632354	14585.63202765366	6.311514632556296	0.16802926277499233
-18	0.04613391499151476	14440.76468138781	6.416133774253872	0.17510463276530008
-19	0.04807083201012574	14235.873647470524	6.478191239733311	0.18720354256560456
-20	0.0512454150011763	14074.190480864137	6.542941819600292	0.2032909458933734
-30	0.0768117900006473	12942.325060375519	7.457489222711104	0.27535478468226304
-40	0.10210295699653216	12131.489650347088	8.253597064786774	0.3661014340714398
-50	0.12614649900933728	11187.276022912647	9.089900086463977	0.4152161675857404
-60	0.15129941501072608	10624.717072344085	9.835557262762423	0.4232097257400689
-70	0.1755617070302833	10141.391647388278	10.657282366612183	0.503705502506845
-80	0.20005854102782905	9693.10644448734	11.428044627657696	0.49602035161184516
-90	0.2242502490116749	9236.203654669613	12.22868929369362	0.5551524165161181
-100	0.24887758199474774	8958.80564511267	12.960364624179046	0.6015000314942827
-110	0.2722370399860665	8868.775740661205	13.638324746510914	0.594524293922815
-120	0.2970457070041448	8724.068270964328	14.388729484745479	0.6011094689394453
-130	0.3219614159897901	8498.429332019596	15.07819450202247	0.602237076414591
-140	0.3462152909778524	8399.375749212704	15.717549423445982	0.5944912660330055
-150	0.3735059569880832	8222.006994285302	16.304125563826005	0.6070232258948425
-160	0.4000583729939535	8174.5266627390165	16.932893329931506	0.6119983194826788
-170	0.4273974979878403	8196.32913108732	17.28809850821921	0.5944389826601407
-180	0.4536414979957044	8093.606536043906	17.700364313237408	0.5816719198809619
-190	0.4795577480108477	8060.094510641677	17.964497779199192	0.55861441182843
-200	0.504270498000551	7954.479651297911	18.438085038676576	0.5751732966807634
-300	0.7600734140141867	7808.9143187468835	22.29698562618164	0.6631663522845698
-400	1.0235044969886076	7750.636860628765	22.520812926873162	0.6733762068182724
-500	1.2723867890017573	7691.659414011636	22.878110408542902	0.6849672896400035
-600	1.5236439979926217	7811.462693082821	22.23542067324585	0.6304218256366495
-700	1.7718451649707276	7666.946661216226	23.593463647103512	0.6990544801858918
-800	2.0185724149632733	7711.655097357007	22.653929163774684	0.7381441500526317
-900	2.2620994149765465	7714.3528198083595	22.197801383616564	0.7009204175050221
-1000	2.5125023319851607	7731.040733027776	22.34887088276406	0.7743075415649894
-1100	2.7766740399820264	7743.506405732295	23.811562670688534	0.7687920055108649
-1200	3.034020580991637	7718.20814772284	23.35019058911728	0.7283348191049551
-1300	3.2816759559791535	7837.140130067658	19.431940746239565	0.6942665077641099
-1400	3.5418179969710764	7821.946982161478	20.59991454417795	0.6907251123317538
-1500	3.8043786219786853	7568.083676972635	25.591447049190453	0.7485627159039114
-1600	4.058981496957131	7670.636737823326	23.452328245205468	0.6678369191310363
-1700	4.315559871960431	7773.990647368396	24.091559555287027	0.7106862785914418
-1800	4.574118329968769	7598.959963026393	25.14577650931787	0.7778864862066162
-1900	4.828549371974077	7729.807277078822	21.66946649471706	0.6764724896735015
-2000	5.075209288974293	7655.927676216748	24.11837668174541	0.7414675667405776
-2100	5.334957080951426	7702.785871123258	23.283125891326833	0.7473958927638427
-2200	5.581284038926242	7588.256804562333	25.107560376002944	0.7731094276686128
-2300	5.837206829921342	7717.2736644378265	23.583180037261084	0.7120441897126975
-2400	6.092208204936469	7610.35584325671	26.291169654868845	0.761942679105735
-2500	6.336965621914715	7665.034864212908	24.12593813190626	0.7582506445458278
-2600	6.576033913908759	7542.288776118419	27.498257750424013	0.8084917546703678
-2700	6.815484913910041	7530.1382660853815	28.43402255835073	0.8156974149358431
-2800	7.049821996915853	7585.3829624758255	28.70776917706708	0.8173424092644459
-2900	7.288811079924926	7532.749782351414	28.768091799511325	0.8177813096680009
-3000	7.5255781209270936	7569.383340375004	28.76727987143528	0.8174279496973318
-3100	7.777614787919447	7548.204244569032	28.842264431701157	0.8191516323812169
-3200	8.023149620945333	7604.613291727678	28.82047075796811	0.8188085837039054
-3300	8.272816370939836	7571.648143690431	28.825456413893733	0.8177285156193073
-3400	8.519641787948785	7585.788214619318	28.829228732490456	0.8182278151407797
-3500	8.759180787950754	7540.577113178551	28.798170463156808	0.8182989959736898
-3600	9.00497628794983	7608.055413509122	28.823993917373215	0.8182173677439397
-3700	9.24438582995208	7617.627923658383	28.860937824369735	0.8191844927556606
-3800	9.47751857995172	7473.168484596422	28.81652037571226	0.8188428749156517
-3900	9.719903329969384	7563.534343976456	28.782260707441836	0.8173453670754699
-4000	9.96653316298034	7544.259633031313	28.810128151049298	0.8178257959403321
-4100	10.209046996984398	7492.549195363573	28.86098301774303	0.8189892657528984
-4200	10.446094913961133	7619.169666245389	28.799899113832588	0.8169194567404797
-4300	10.687870163936168	7616.292583779366	28.781518458320168	0.8170421839925761
-4400	10.92886378892581	7502.675056745105	28.77000257506254	0.8178931065727277
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--- a/img/lighthouse200x300_pdps_known_greedy_25_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_greedy_25_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.708011591807008e-6	17036.45803843617	4.935377882355947	0.010713389784152977
-2	0.002978833013912663	17005.560417624547	4.998207589706563	0.01988814288168803
-3	0.004886000009719282	16855.054563555066	5.055096696300034	0.03046722045563678
-4	0.007782042026519775	16790.136241122775	5.134168078687952	0.042956986076974665
-5	0.010183501028222963	16629.149943309872	5.212865154030507	0.0519366050607807
-6	0.013044793013250455	16426.789316149974	5.298507293783537	0.061843992931506546
-7	0.014953460020478815	16097.100735669701	5.399829886140569	0.07136085884026376
-8	0.01889504402060993	16116.916979692824	5.498539421053637	0.07933993950490874
-9	0.020644544012611732	15969.663085552147	5.572664340525683	0.09571928552357853
-10	0.02385637699626386	15608.302980626659	5.652806689198519	0.10015108125929446
-11	0.02570471100625582	15564.188854993365	5.7481032983506655	0.11546322358208387
-12	0.028600210993317887	15354.74785605062	5.8592205972289015	0.1208775269757118
-13	0.03034158601076342	15199.733905913637	5.921466413103369	0.1282255044802945
-14	0.033276626985752955	15041.236230905575	6.030307246489633	0.1404863205469008
-15	0.03510591899976134	14781.956126008883	6.151487397194072	0.14868952596651555
-16	0.038065294007537887	14755.11291035952	6.2148198326781925	0.16538466496797358
-17	0.03985908499453217	14642.68445884907	6.3107347468603106	0.16698764688203724
-18	0.04279321001376957	14502.81693463814	6.415477269370669	0.17392261047511853
-19	0.04481154400855303	14294.30177873767	6.477390586626265	0.1860313731698366
-20	0.04782437800895423	14129.928583070603	6.541965237749424	0.202061013991842
-30	0.07283337801345624	13011.576058779858	7.455328894724839	0.2724775864060336
-40	0.09706837800331414	12200.9245109395	8.250787688474693	0.3621460109353087
-50	0.12168367000413127	11250.937895062005	9.085368978124242	0.4104097614571817
-60	0.14575350302038714	10696.118751203954	9.829196817457277	0.4180552016674205
-70	0.16947433701716363	10201.61762182791	10.649253483631595	0.4990395645855691
-80	0.19380487900343724	9758.332407240257	11.41721263415106	0.4902400119757914
-90	0.2176967120030895	9288.848685696357	12.215761565317337	0.5508763927903333
-100	0.24269104600534774	9019.700833505585	12.946391413218707	0.5969940369224787
-110	0.2654162120015826	8928.527733884055	13.621136896162566	0.5899211546107933
-120	0.29048612900078297	8792.99396282242	14.36553138475863	0.594189370748901
-130	0.31444221298443154	8573.201436410207	15.051931497627693	0.5950178591709615
-140	0.33869275500182994	8461.729233355414	15.689076477685244	0.5886443161403365
-150	0.36220229699392803	8288.301658440889	16.269635067456317	0.6005589892829012
-160	0.38696708899806254	8236.552075932552	16.89702994183693	0.6062567697740356
-170	0.41093421401456	8265.627289151367	17.250727366275907	0.588345565865718
-180	0.4350135480344761	8157.957320976002	17.657320527759804	0.5754266468950036
-190	0.4587806730414741	8123.80819562639	17.91254899836778	0.5519243557875089
-200	0.4832625060516875	8009.480126469524	18.38157302057577	0.569764425665262
-300	0.7228573810716625	7878.26320310266	22.19047986295278	0.6568845951635686
-400	0.9649028390704188	7807.615612978574	22.436462219695677	0.6678796223168971
-500	1.2075128390570171	7757.257168037297	22.774835212650586	0.6777114106616076
-600	1.445487839053385	7869.741716183962	22.14404502826987	0.6241671482779658
-700	1.683398006047355	7723.64146240097	23.48848066000208	0.6921471332307361
-800	1.9295633400324732	7773.751034358846	22.5516866533767	0.7312263423196796
-900	2.1725402990123257	7781.847147713717	22.118889001317594	0.6931917809326124
-1000	2.4122781320184004	7794.6122858505505	22.268905446820845	0.7674882724903269
-1100	2.65144588201656	7812.78373053693	23.685156203485302	0.760583210262108
-1200	2.8920530910254456	7781.522126004886	23.234357876565834	0.7220626433028539
-1300	3.1337223410082515	7893.225211883683	19.410682435059606	0.6890414083714197
-1400	3.3714645500003826	7890.922035547943	20.54431023788279	0.683554709383423
-1500	3.6130715500039514	7629.782079472509	25.425931254061695	0.7412063234212949
-1600	3.8524000080069527	7738.020632719124	23.34020139134756	0.6600280804010445
-1700	4.093196924019139	7862.508797874992	23.93647050835055	0.6969152210024698
-1800	4.342983798997011	7655.136315087939	25.01063955165218	0.7711986059168895
-1900	4.58810271602124	7797.576902331626	21.615948535831922	0.6699143673742503
-2000	4.828610091004521	7718.376740267164	23.996976135125678	0.7332495277080697
-2100	5.06582771599642	7764.277883172633	23.193318442320408	0.7405749918542021
-2200	5.309859300003154	7648.529379530512	24.982858411811687	0.7664621139462601
-2300	5.555636675009737	7784.911936856181	23.480577474561674	0.7038444085290932
-2400	5.795489300013287	7687.459195447668	26.117139467288148	0.7525072352543786
-2500	6.04210009102826	7726.674300255835	24.051153962551734	0.7518444711613119
-2600	6.279858966037864	7580.449132032405	26.98218216576562	0.7964150280659832
-2700	6.512900050031021	7567.9860616526275	27.7426664638201	0.8018519501084524
-2800	6.749477050034329	7622.604139951274	27.960989182242734	0.803180729745945
-2900	6.983040258026449	7570.936037290475	28.014906894021586	0.8033949176646072
-3000	7.213077758031432	7607.0695833384125	28.01827031560451	0.8034016634105263
-3100	7.4455213410255965	7586.511538850756	28.07758252990891	0.8049228273120627
-3200	7.6837874250195455	7643.084665791703	28.05954089992418	0.8046035752455122
-3300	7.920510841009673	7609.953117791355	28.06523450307435	0.8037825656141591
-3400	8.158949550008401	7624.419951964357	28.060413804815134	0.8038100578804694
-3500	8.39319567498751	7577.882513949423	28.043642956438212	0.803992856416007
-3600	8.626588299986906	7646.712623562968	28.06834395411224	0.8040518053551386
-3700	8.861118967004586	7656.054468598787	28.095439314567543	0.804772147238701
-3800	9.094257924996782	7510.406721182857	28.06098900809897	0.804677276345052
-3900	9.329938882990973	7601.828344495709	28.027505991295577	0.8032508471292805
-4000	9.558549550012685	7581.912298288161	28.05379618972418	0.8035450140110598
-4100	9.793543133011553	7530.283998537642	28.096061180606114	0.8044567190154781
-4200	10.021664799016435	7656.934378644515	28.0499685184013	0.8031879007522054
-4300	10.259101756993914	7653.212086870154	28.02582289603933	0.802990516613869
-4400	10.488336882001022	7540.28831980639	28.01759616058902	0.8038210857592389
-4500	10.724342965026153	7659.183264813966	28.05616701598588	0.8040212835995009
-4600	10.963754340016749	7610.805598058685	28.042263762943072	0.8043519256126398
-4700	11.198974132013973	7575.006939356926	28.03674628246124	0.8040909801588877
-4800	11.437764424015768	7670.283781295868	28.052567720163704	0.8041269400903258
-4900	11.669363466004143	7565.443945573561	28.06733421004019	0.8045377979901672
-5000	11.899525008018827	7585.598798337519	28.041976279158366	0.8039938508170247
-5100	12.134901592013193	7728.7960486788115	24.340760894976068	0.6973453149769083
-5200	12.382126801006962	7675.61043273362	26.235067849388752	0.7482134114044182
-5300	12.623505801020656	7764.901565750382	23.082796098212164	0.6662037456349079
-5400	12.86386642602156	7718.172483966182	22.21048911424885	0.6229292354797219
-5500	13.099168301036116	7920.342878824873	20.534459956700132	0.5584635991682589
-5600	13.341831385041587	7765.532845575631	22.868296429449025	0.6632392436015196
-5700	13.582443718041759	7807.293370699131	21.049598573190114	0.7099820180936158
-5800	13.82985851005651	7840.806651803365	21.569222052706863	0.7444828540368285
-5900	14.07513109408319	7776.265051918506	21.612155037709844	0.7317894003071036
-6000	14.316451428079745	7682.253052063525	24.29422850589426	0.7787801075737567
-6100	14.554665886098519	7818.000008506483	23.23960870486408	0.7398365208923444
-6200	14.80156959409942	7687.756227085436	26.953192490494207	0.8339153236499837
-6300	15.05913851011428	7730.9274051541615	25.819965895117253	0.8228059614413158
-6400	15.30291801012936	7631.863998336707	27.682895380657605	0.8415808955724702
-6500	15.544882510148454	7638.90535556041	26.199511580144215	0.8303347712813757
-6600	15.785723551147385	7759.723109340081	24.191290756036715	0.7863820081877013
-6700	16.031156009121332	7796.953445997621	24.48388991924981	0.7619657975491895
-6800	16.27374217612669	7643.985851369589	27.61908658429908	0.8244387464136872
-6900	16.511249717121245	7698.704742566354	26.79663778100359	0.8322972257366357
-7000	16.753069551108638	7594.051159424391	30.409472423727912	0.8716742431474166
-7100	17.004043468099553	7657.323028580704	24.03288027919941	0.8091248600601857
-7200	17.239562052098336	7649.77536745661	25.414838451589876	0.8146379252551686
-7300	17.476438218087424	7598.233174680432	29.43653694699918	0.8346099198275624
-7400	17.725109218095895	7622.115859368963	29.131140266267845	0.8477674755285973
-7500	17.97584471810842	7702.6808632594575	28.035272926373413	0.8368361612258537
-7600	18.226746510132216	7625.85584118299	33.290401693941504	0.8508775582757991
-7700	18.467108385142637	7634.761017272305	30.759278689326287	0.8269406495256427
-7800	18.71196209313348	7647.539879839736	28.022309073484628	0.7999703955013072
-7900	18.955210927146254	7861.254408815225	21.13960803363938	0.7632903130099297
-8000	19.19214388614637	7838.451904557963	26.061525356230455	0.8070395603418474
-8100	19.429746011155657	7761.534041195703	24.143540602040957	0.817065276302706
-8200	19.673878053145017	7643.635355107091	26.557685656806854	0.828894852446601
-8300	19.917260719143087	7636.126816556925	27.389525376000798	0.8361769586556528
-8400	20.159800719149644	7710.871756177145	25.64828473202158	0.7923403994524948
-8500	20.39571680215886	7668.661204153608	27.71484644223445	0.8463192932894836
-8600	20.636933677160414	7657.834220524035	27.648174470195563	0.8170562117857257
-8700	20.88254992713337	7598.8663224341535	27.459664123618044	0.8328564691645602
-8800	21.11236584413564	7490.378633024954	30.266314329942876	0.8780040901642322
-8900	21.345797594141914	7508.88359743431	31.086507871617645	0.8815292613545544
-9000	21.580967969144695	7588.331190553592	31.328137197464248	0.8817768884404451
-9100	21.812816636142088	7597.408606933482	31.424999202236744	0.8829974416070707
-9200	22.046423053136095	7640.423590496774	31.4307775935448	0.8825820961144248
-9300	22.282965595135465	7586.030777572996	31.461262357660367	0.8830510433485492
-9400	22.519203053117963	7562.006468075819	31.478454832484132	0.8828073079425754
-9500	22.753906512109097	7586.509426942824	31.421599519244072	0.8822836036594357
-9600	22.984333970118314	7557.039202247019	31.457827565142477	0.883327250167247
-9700	23.21926838712534	7510.6370134535955	31.482008964850703	0.8834098228174988
-9800	23.452821346116252	7527.542150289123	31.50323825978028	0.8836777974931852
-9900	23.68216455410584	7617.0824105654965	31.49402890966624	0.8829037307993244
-10000	23.90985272009857	7644.247425753222	31.493537661556186	0.8832109369649804
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--- a/img/lighthouse200x300_pdps_known_noprediction_10_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_noprediction_10_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.7125013982877135e-5	16958.913359233207	4.935377882355947	0.010713389784152977
-2	0.0017638340359553695	16876.97735053711	4.996875255041314	0.019952680119287986
-3	0.002268417039886117	16720.575394064468	5.049456536524273	0.030379822289317435
-4	0.003885042038746178	16646.796320045996	5.1257200995082925	0.042340541533157146
-5	0.0043876670533791184	16491.35172567366	5.204760843923014	0.05103535093564498
-6	0.0059757090639323	16229.87051184721	5.291952998257175	0.062369122622809865
-7	0.006455459079006687	15908.033967851894	5.39122740562994	0.07046919751802436
-8	0.012710001086816192	15947.095244073216	5.490041149437815	0.07710648260827374
-9	0.013186376076191664	15845.895351883417	5.563846304982565	0.09249415548942207
-10	0.014864834083709866	15491.710757036823	5.644981860127354	0.09559381668214344
-11	0.015337667078711092	15456.780876331479	5.729751256760547	0.10867271974945418
-12	0.016910500067751855	15246.07566635348	5.836752480609083	0.11426035684566212
-13	0.017384417064022273	15034.175838062652	5.906995665465315	0.12200295081264838
-14	0.018993375037098303	14868.445906141302	6.0157525591309255	0.1305962925362213
-15	0.019456292036920786	14662.874643809828	6.134376096611216	0.13389469707721735
-16	0.020996584033127874	14631.693155454142	6.198654570190291	0.14892432198733066
-17	0.021460126037709415	14528.685965455768	6.292263621265182	0.15122490897172158
-18	0.023113001021556556	14383.809723743065	6.384536456909851	0.15531953241926139
-19	0.023573126032715663	14177.0663218305	6.455664523928971	0.16654886758776546
-20	0.0251024590106681	14021.374095389276	6.521548914322475	0.18425311716831494
-30	0.03547733402228914	12881.340577272114	7.414274498795717	0.23811069039417285
-40	0.0464613750227727	12132.887901572962	8.14038471044261	0.3065299203519593
-50	0.056892250024247915	11165.12865223262	8.998448548826923	0.3471459791883003
-60	0.06683225004235283	10584.889969793992	9.724918092595852	0.3642576027316536
-70	0.07753608305938542	10275.513609733262	10.287564543656568	0.3951758002505815
-80	0.08837433304870501	9672.747001346896	11.247102300288844	0.427732087493578
-90	0.09892270804266445	9379.213671259677	11.679170537019626	0.4423503361152889
-100	0.10940970806404948	9222.526781351193	12.019726536521134	0.46820129593043947
-110	0.11936895808321424	9168.072361462877	12.478925823769938	0.48028447141473396
-120	0.13506670808419585	8903.028652167892	13.389253339921874	0.5064173141303263
-130	0.15129745806916617	8544.734991565741	14.334160522300795	0.47833857996594514
-140	0.161842541070655	8449.555293744586	14.996550379125358	0.4979467421005304
-150	0.1738177910738159	8291.695176157844	15.3119306470633	0.4918231976594707
-160	0.1841804160794709	8331.755612075456	15.4020492087023	0.479858146557445
-170	0.19557416607858613	8443.053688775832	15.180189568902122	0.4450398865733162
-180	0.20591195809538476	8432.661569710846	14.906073503710042	0.43321602448070684
-190	0.2159182080940809	8286.443090000823	15.65275774883484	0.426966299468997
-200	0.22631225010263734	8168.048236493201	16.12693507444281	0.43828114111607686
-300	0.33344420811044984	8011.4920973327235	17.727945766326705	0.5030782127442789
-400	0.4396630831179209	8163.203899430612	16.381955392117806	0.5286662257185814
-500	0.5471551241062116	7716.833641611151	19.980640283409485	0.5722844424667133
-600	0.6565554161206819	8119.384323406811	17.261387526780258	0.48019123709110717
-700	0.7637398331135046	7853.644706859488	18.594953342308493	0.5839621967120836
-800	0.8717265831073746	7956.858789244395	17.810539733428644	0.6143664889693901
-900	0.9790959581150673	7790.130955242296	18.794083728808154	0.6034081882169267
-1000	1.086862833093619	7900.0537888506515	18.374747806870666	0.6848482487779853
-1100	1.1966927080939058	7803.26869691947	19.766606750822575	0.674866674022922
-1200	1.3037452501012012	7810.713581133771	19.72323317081194	0.6294805286966043
-1300	1.4107885420962702	8120.494110460499	16.292970097490436	0.569364306007329
-1400	1.5170704590855166	7787.086429813691	19.427032716150766	0.5940568426861149
-1500	1.623016500088852	7709.966164396792	19.815084496207938	0.6323460082748752
-1600	1.7303073750808835	7802.421852904474	18.876199789662014	0.5620704618474748
-1700	1.8363015830691438	7816.498448542626	19.99898605883142	0.6157921757442323
-1800	1.9439525410707574	7676.896822235957	20.587250132017274	0.6897301479046446
-1900	2.0515663750702515	7823.271182322128	18.538772771819932	0.5616470071655559
-2000	2.1605942920723464	7767.9269644501255	19.814056327077047	0.6393622458643488
-2100	2.2677920840797015	7713.515060448239	20.61738355038832	0.6485767164689166
-2200	2.37415816707653	7682.516634928068	20.264698173305305	0.6618068661842543
-2300	2.4819967510702554	7844.325321758285	19.20056043255176	0.6187968610612553
-2400	2.588996126083657	7687.232676923859	20.548850984533896	0.6798845530518951
-2500	2.697869292082032	7660.521762529126	21.734176273682202	0.6744054332252338
-2600	2.8061011670797598	7488.447926291569	27.65099781009972	0.8165926862088861
-2700	2.912468875088962	7461.668938797517	30.119583647370266	0.8374956839562432
-2800	3.0184735000657383	7517.576775937028	30.88093111907529	0.8423913597482279
-2900	3.125875709054526	7464.746900786086	31.101318130090235	0.8451371711870733
-3000	3.2338192920433357	7502.824907297248	31.094143020968083	0.8433898166268576
-3100	3.3423098750354256	7478.697760184059	31.200459412769522	0.8450097740472651
-3200	3.44932616702863	7534.831648349819	31.17532797978601	0.844731395840947
-3300	3.5555643750121817	7503.319583261058	31.184220731462116	0.8434006906482867
-3400	3.66344516701065	7515.9217362747495	31.22789931654413	0.8456331774276554
-3500	3.7713178750127554	7475.05377523325	31.15688327036503	0.8445124602658854
-3600	3.890182958013611	7538.591406785945	31.1758327315121	0.844581232957096
-3700	3.998501625028439	7548.590846434737	31.23720476774508	0.8456998343313049
-3800	4.106880333041772	7407.082618775157	31.207224537319842	0.845817943025229
-3900	4.214419875032036	7494.327542284523	31.147805479327765	0.8433057758147826
-4000	4.322386625019135	7476.205693684128	31.177097552100083	0.8443956096594629
-4100	4.430201459035743	7426.073280486931	31.21971906764847	0.8459517342058894
-4200	4.540903043030994	7551.300348812245	31.145778755739446	0.8426258763483131
-4300	4.647916751040611	7550.037602649637	31.137034375387852	0.842733887771345
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--- a/img/lighthouse200x300_pdps_known_noprediction_15_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_noprediction_15_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.292001439258456e-6	16984.761585634194	4.935377882355947	0.010713389784152977
-2	0.0017220420122612268	16902.01016363711	4.996918671896436	0.02000596338306957
-3	0.002300876018125564	16744.83686797148	5.049539083996324	0.03053949261733168
-4	0.004117333999602124	16669.725576187066	5.125860328234365	0.042682329565705154
-5	0.004665959015255794	16513.313846878937	5.204923232618474	0.0515327928151791
-6	0.0064729170117061585	16251.23160446957	5.292059245664046	0.06304327125226009
-7	0.007013499998720363	15928.507241453499	5.391437597780313	0.07138790951156518
-8	0.00876637501642108	15967.502113983326	5.4903163510732576	0.07822626543972068
-9	0.009295916010159999	15865.676112693041	5.563929699063946	0.0938107345375895
-10	0.011041791003663093	15510.911092783312	5.645207316835635	0.09717865772446486
-11	0.011598623997997493	15476.027708105175	5.729941746481702	0.11050429550482788
-12	0.013903457002015784	15265.027364402169	5.836917668573374	0.11618516897315262
-13	0.01442758200573735	15053.071374767822	5.907270044673076	0.12432454723734891
-14	0.016169248992810026	14886.616733999172	6.016182515806639	0.13348344656534258
-15	0.016702623979654163	14680.756926235177	6.134761570877973	0.13658493817771022
-16	0.019107539992546663	14649.510459483849	6.199024840652077	0.1521656305339904
-17	0.019631497998489067	14545.850301522209	6.2926912028434305	0.15458591349723505
-18	0.02131645701592788	14401.848161504202	6.385185046207771	0.15882763807313047
-19	0.021836540021467954	14194.188503668338	6.456282026479968	0.17040701377310294
-20	0.023431290028383955	14040.488572092652	6.52117316563845	0.18788760859629988
-30	0.03390070702880621	12899.368727619136	7.414970387379672	0.24414752318074387
-40	0.045408791047520936	12151.900535368535	8.140024531224116	0.31377904814714586
-50	0.056155458063585684	11183.7871032034	8.999386914420441	0.3561649335382369
-60	0.06703387506422587	10604.367872128236	9.724533400363018	0.3728095728262331
-70	0.07740637505776249	10295.495808931955	10.289121427930478	0.4058912368179666
-80	0.08843312505632639	9695.820970816849	11.24368472235882	0.437151408190668
-90	0.0994681250595022	9399.614378212618	11.682003866076569	0.45309195896773463
-100	0.1105242500489112	9240.710682607767	12.02550812278316	0.48194035724953355
-110	0.1201860420696903	9185.921589295014	12.487485895786854	0.49399331376366934
-120	0.13095604206318967	8923.043401373576	13.393398820851374	0.5196249839914913
-130	0.14252050104551017	8566.108566527932	14.334060441603087	0.4930429976111499
-140	0.15338737604906783	8473.687324651795	14.982282586428092	0.507958966624805
-150	0.16507729305885732	8315.297692351118	15.30915935883085	0.5056740114355457
-160	0.17590604306315072	8355.566385455737	15.398931226981993	0.49140954885540683
-170	0.18750962606281973	8460.84889690896	15.202875050577958	0.45750086620732994
-180	0.1985564590722788	8446.331794433096	14.940118542126958	0.4451147830616459
-190	0.20986337508657016	8301.71655485274	15.6858635481363	0.4387544000535727
-200	0.22078766708727926	8184.104767594193	16.162187116335325	0.4526878488695437
-300	0.33148941709077917	8029.31623882828	17.76211563870785	0.5193208767040449
-400	0.4407019171048887	8179.648301587077	16.40913132693332	0.544155784941033
-500	0.5506454581045546	7737.957847922105	19.979401888789187	0.5877035500153355
-600	0.6611962920869701	8134.809591427224	17.310385802379326	0.49562841131081675
-700	0.7727563340740744	7869.886296237819	18.631884433063462	0.5996367318936353
-800	0.8840627510799095	7973.194555622703	17.845884671829467	0.6334276405244871
-900	1.0023965010768734	7809.3538348150505	18.814494367708086	0.6191586454173146
-1000	1.1124973340483848	7920.191573610278	18.378543571869915	0.705019199937857
-1100	1.2236331670428626	7821.405775873538	19.79462350922739	0.6966484437951961
-1200	1.330967000045348	7830.304378472232	19.77491491916321	0.6486543367402806
-1300	1.439079959061928	8136.489042686027	16.329325013192435	0.5864325607073769
-1400	1.5465396680519916	7808.775810368766	19.42879432458667	0.6114875806002875
-1500	1.6527377090533264	7726.159815045521	19.896729338452047	0.6534448974558489
-1600	1.761915293027414	7817.195343842268	18.949967986152465	0.5804944545959716
-1700	1.872212168033002	7835.452408761494	20.040568612951336	0.6360021094983169
-1800	1.9812009180313908	7692.479344959401	20.661744205268526	0.7129251195445293
-1900	2.0925334180356003	7841.450092380556	18.56920576675343	0.5802904123242001
-2000	2.200065543031087	7785.859757455038	19.868638112739735	0.6592052500935506
-2100	2.309666293032933	7732.379783172019	20.66084072515399	0.6702391987587646
-2200	2.416491168056382	7702.259327830484	20.280893012258566	0.6807499833774202
-2300	2.527804918063339	7861.849674267516	19.234702536298652	0.6356654281291645
-2400	2.63851462706225	7703.646416175448	20.606774191990397	0.7009856879133222
-2500	2.748926210042555	7681.155638582566	21.72804354043937	0.6947694820527486
-2600	2.8612507930374704	7520.263950541548	27.032973589896493	0.8102552327015399
-2700	2.9720132930378895	7494.928146989238	28.9869069594018	0.8275333743471341
-2800	3.0785493770381436	7550.769303488983	29.582891218904667	0.8316671463380129
-2900	3.1895064600394107	7497.8801722966855	29.73592484839457	0.8332261630885933
-3000	3.2993040850560647	7534.860926729462	29.747876095834247	0.8324592753485861
-3100	3.4091827930533327	7512.7778787152365	29.84540284867281	0.8343634699169575
-3200	3.515747210069094	7568.976401110116	29.822243772262006	0.8339536855800341
-3300	3.6256770010804757	7536.474797568004	29.827223273068352	0.8326444246004236
-3400	3.735317251092056	7550.1265321225255	29.847218257944018	0.8339678783175526
-3500	3.8446798340883106	7506.795687696375	29.7976873298536	0.8336845451600396
-3600	3.9558330840663984	7572.228411276126	29.82206474779337	0.8334388498642958
-3700	4.062746917043114	7582.170403575936	29.87106105136744	0.8346459357067084
-3800	4.168834084062837	7439.094609179538	29.822331065493486	0.8342533633968274
-3900	4.275700292084366	7528.041188905616	29.783746775807618	0.8325943306120588
-4000	4.386310292087728	7509.590721615505	29.81182031749875	0.8332053732180716
-4100	4.49460812509642	7458.17166870769	29.86407095293382	0.8345310218084742
-4200	4.600162125105271	7584.323783350968	29.79427347463013	0.8318425009667559
-4300	4.711067625088617	7582.441780829136	29.78339148761154	0.832131786935891
-4400	4.820757084089564	7467.954865721999	29.763698254575544	0.8331304531044523
-4500	4.931972584075993	7588.595344832476	29.815481577758366	0.8332284369700845
-4600	5.043463459063787	7538.761649851978	29.806839311643856	0.8339655553469223
-4700	5.154224376077764	7501.114274613169	29.78202595747589	0.8334443996955779
-4800	5.2601187510590535	7596.040010093461	29.81471283885066	0.8333600795038877
-4900	5.369885709049413	7491.107641665358	29.824403756123907	0.8335393489254869
-5000	5.480203501036158	7512.010735555415	29.79503154898394	0.8336169240253519
-5100	5.590967542055296	7850.312601642543	18.944859333743153	0.6076506800923145
-5200	5.702293834037846	7611.121993456278	22.871478983330583	0.7041779348267191
-5300	5.812452417041641	7675.170647668245	21.179278731642984	0.6232652536809205
-5400	5.923711334035033	7803.186355606927	19.083054273494568	0.5237276365498487
-5500	6.035073376027867	7968.582097607081	18.392535449507154	0.4874610961456359
-5600	6.155293334042653	7696.921784866795	19.953296171070342	0.5950394894601687
-5700	6.263456001033774	8129.9103894304735	16.51588118198306	0.6101971724314701
-5800	6.373742667026818	7986.264021367108	18.001807219665412	0.6444340127240599
-5900	6.480578626011265	8048.221923404565	17.187312221357697	0.6352696512208156
-6000	6.590224709012546	7756.7809040490865	20.075818208570084	0.7204139593286716
-6100	6.702016876020934	7861.865053589618	19.114976967509822	0.6837293629072558
-6200	6.814160001027631	7823.456291481343	19.575335375936472	0.7790887967534738
-6300	6.925347501033684	7829.075937727313	19.61193711617578	0.780707232819837
-6400	7.037359876034316	7647.550885063456	21.822472771796093	0.818938893279264
-6500	7.149033459019847	7622.8082431781295	22.171913704798556	0.7937792774761815
-6600	7.257041001023026	7761.85670489882	20.420109986737355	0.7619247543240456
-6700	7.366480251017492	7646.790544715067	21.643490352385793	0.7679419365241922
-6800	7.477585918008117	7616.227328088741	22.880824241006795	0.7923752205542632
-6900	7.5884021680103615	7619.247209308294	23.39888994363486	0.8259680619483054
-7000	7.701016001024982	7559.9660208535	24.85433091747052	0.8446648341923352
-7100	7.813049418036826	7583.610929051298	22.857836165351834	0.7814379625785733
-7200	7.924917709053261	7555.36329727045	24.33937001152124	0.7973608595429303
-7300	8.036959209042834	7475.409700118736	29.4677886764681	0.8360729880789299
-7400	8.147964793053688	7515.104056528361	27.54087842781836	0.8433082083634255
-7500	8.259411418053787	7605.889076033059	26.1947039389121	0.8225560502140586
-7600	8.372692793054739	7512.982795799643	30.06976653256689	0.838913421054005
-7700	8.486135460057994	7526.105044397792	29.207978882443186	0.8199927717611524
-7800	8.59848816806334	7497.834106854181	26.688010782497578	0.7915999431009174
-7900	8.711996543075657	7852.70967597693	18.992115902663908	0.7311060296717852
-8000	8.823009085055673	7786.106936659716	22.29770537376116	0.7859455942036023
-8100	8.93168875205447	7891.289275013247	18.84344306040245	0.7590383805938309
-8200	9.042687127075624	7656.898665484739	21.504417554893934	0.7888776274569168
-8300	9.150537544075632	7565.956502427627	24.319170807642408	0.8086806251054967
-8400	9.258157961070538	7661.673946422815	21.5682316612545	0.7843945622602674
-8500	9.365414211060852	7616.866015509135	23.905685144191263	0.8217617439087457
-8600	9.473163461050717	7531.5767229871335	25.31873666516258	0.8285416330096116
-8700	9.58437858603429	7643.850652324731	20.94594742459158	0.7867146334237456
-8800	9.691305711050518	7449.850098712587	27.84908318897607	0.870921766568431
-8900	9.802189836074831	7444.91902927239	31.52720640551452	0.8841685835599162
-9000	9.913519169058418	7524.784866050769	32.753975104739524	0.8867027692874168
-9100	10.023740460077533	7529.918216572435	33.107064412514376	0.8881493551182639
-9200	10.135585085052298	7574.148833992688	33.21623701192948	0.8888285870744987
-9300	10.243669543036958	7519.520683137164	33.26436342705291	0.889013974926435
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-9900	10.910071626014542	7550.116925126366	33.32180902759034	0.8890960708439302
-10000	11.022060543007683	7576.1456468504775	33.31008431403005	0.8886832445726092
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--- a/img/lighthouse200x300_pdps_known_noprediction_20_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_noprediction_20_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.208015399053693e-6	17010.60981203518	4.935377882355947	0.010713389784152977
-2	0.001989583019167185	16927.291301658064	4.996941501569399	0.020034849463367966
-3	0.002680000034160912	16769.961684202295	5.049573467561954	0.030616209071147787
-4	0.004467542021302506	16694.313998289927	5.125926611332794	0.04284612235162608
-5	0.005122292030137032	16537.17911230508	5.204993455691493	0.051766309599396466
-6	0.006936959020094946	16274.905849321567	5.292050589761549	0.06332723660158408
-7	0.007601792021887377	15951.74003556449	5.391509318509307	0.0717980736150354
-8	0.009410001017386094	15990.693861886473	5.490422284824414	0.07873758923468996
-9	0.010076209029648453	15888.794720823014	5.563826650965104	0.09430451648492275
-10	0.01201470903470181	15533.661876168953	5.645191952496887	0.09784989597118998
-11	0.012643793015740812	15499.092000833738	5.729893283948952	0.11118975592231393
-12	0.014380250999238342	15287.975171819297	5.836844170800942	0.11690180416605635
-13	0.015022250998299569	15075.866012198021	5.907257304279241	0.12529850622937896
-14	0.0169529179984238	14908.654155928716	6.016294644888493	0.13482877834809961
-15	0.017593418015167117	14702.79495517611	6.13483736671494	0.1376903990956778
-16	0.019408751017181203	14672.07824999289	6.199071113900844	0.1536689379015758
-17	0.020051126019097865	14567.900150112175	6.292804908030648	0.15612092139612008
-18	0.022593458998017013	14423.931164173557	6.3855168615618085	0.16035924784690275
-19	0.02324587499606423	14216.244093495417	6.4565243997182336	0.17213204910048335
-20	0.02503975000581704	14064.443557887316	6.520184334693607	0.1889107759536044
-30	0.03787395899416879	12922.078025645556	7.415264592377855	0.2469157437734128
-40	0.04980641699512489	12176.32798262289	8.13892597765642	0.31648769024224627
-50	0.06215300099574961	11207.606704419615	8.999174929709117	0.3601149848144813
-60	0.07388412600266747	10629.69935253655	9.722416536525582	0.3756761281277169
-70	0.08635025098919868	10319.963876897107	10.289462266905998	0.41017641660716303
-80	0.09820712599321268	9724.375781996261	11.237746084657847	0.4396290480327097
-90	0.11001525100436993	9424.397244595151	11.683108630662737	0.4569432029768866
-100	0.12180883402470499	9263.298007675716	12.03001128935348	0.48809154081978073
-110	0.1327348340419121	9208.464061240167	12.493889288985041	0.49985791563054616
-120	0.14500966705963947	8947.888468658357	13.393730180573717	0.5241849413859813
-130	0.1573309170489665	8592.355745376592	14.330146841521259	0.5001462145246353
-140	0.17057116705109365	8502.816015287302	14.964213211653586	0.5106349822061276
-150	0.18275341705884784	8343.667017898693	15.301151042711773	0.5117464743953103
-160	0.19591883404063992	8383.740842771502	15.390539932111443	0.49561586446581307
-170	0.2081508760456927	8482.855762388706	15.222140446792858	0.4628620349929535
-180	0.22081125105614774	8464.585716903204	14.972948687850119	0.45018702205705036
-190	0.23271729206317104	8321.48971135498	15.715451954751407	0.4440904989123474
-200	0.24514579205424525	8205.008736043104	16.18954794419423	0.45930655803671555
-300	0.3671085840614978	8052.688493947515	17.78425134278083	0.52603854957611
-400	0.49752354304655455	8200.08463155001	16.43600881634549	0.5504664730753338
-500	0.6189450010715518	7764.159295385937	19.96158680749773	0.5937633315196152
-600	0.7391478340723552	8155.217543849105	17.355768867246347	0.50299905088903
-700	0.8598840420600027	7890.2357583040375	18.670383446963054	0.6053184484020051
-800	0.9807550000550691	7993.76728142479	17.877734192732596	0.6412469692183237
-900	1.1015127090504393	7833.3494017452285	18.825092737490785	0.624549795735292
-1000	1.2227470420475584	7943.972973302774	18.384668581958028	0.7127858992817925
-1100	1.3423175420321058	7844.9924066026415	19.809004576821604	0.7055730061530617
-1200	1.4603853760345373	7854.6540476849505	19.811278597242296	0.6565588080015843
-1300	1.5770197930396535	8156.267677947605	16.366167174600577	0.5935883303677205
-1400	1.6979942520265467	7835.167166850945	19.422199574879162	0.6190586248761352
-1500	1.8177442100131884	7746.548529251535	19.97229229600652	0.6628137463452797
-1600	1.9382209180330392	7836.636462774003	19.016117791250675	0.5889195429396563
-1700	2.059023835026892	7858.452125604303	20.07252260041969	0.6449788155626814
-1800	2.176977210037876	7712.979824860861	20.723925289809564	0.7228856935692898
-1900	2.2956353350309655	7864.402407539013	18.591543758258762	0.5887238039548943
-2000	2.4193025010172278	7807.944740870816	19.915418299611915	0.6676337044433647
-2100	2.5415667930210475	7756.258328623379	20.686894424840524	0.6800305149855689
-2200	2.6622680430300534	7726.31886989604	20.294451896038794	0.6886783782588496
-2300	2.7850780010048766	7883.622304155043	19.26955582081645	0.6426518512731519
-2400	2.9048025840020273	7724.842830934164	20.65598391240445	0.7094828898878593
-2500	3.025052543001948	7707.5804079374275	21.698455028009583	0.7024544526646608
-2600	3.144857626000885	7554.363715609419	26.51932981925109	0.7987678230845964
-2700	3.2653942510078195	7529.877740447066	28.13425707224824	0.8131770818644803
-2800	3.38453862600727	7585.27878164408	28.61617107548563	0.8165635799420415
-2900	3.507862292986829	7532.947388317664	28.73726840738584	0.8175261845584105
-3000	3.625868002010975	7569.3795647712295	28.756452479885176	0.8173373751831865
-3100	3.748379502008902	7548.182842608234	28.838425400084486	0.819120714376273
-3200	3.869830294017447	7604.612510522296	28.81911468047732	0.8187978628771494
-3300	3.988793752010679	7571.647186970766	28.824955822429892	0.8177246532673741
-3400	4.106922002014471	7585.788578061854	28.82904761546772	0.8182264335130943
-3500	4.226746335014468	7540.5770513278385	28.79810503481979	0.8182984976306458
-3600	4.345508710015565	7608.055372568196	28.82397091523929	0.8182171918768938
-3700	4.467275960021652	7617.62789692219	28.86092950554241	0.8191844294198277
-3800	4.589887668000301	7473.168470094179	28.8165172945128	0.8188428517214151
-3900	4.709294376021717	7563.53434373827	28.78225961124913	0.8173453587085253
-4000	4.82617946001119	7544.2596323824155	28.810127737697478	0.8178257928780025
-4100	4.948612000996945	7492.549195214777	28.860982872426927	0.8189892646741467
-4200	5.068415208981605	7619.169666154745	28.799899060097736	0.8169194563465572
-4300	5.185892874986166	7616.292583706929	28.781518439162532	0.8170421838497196
-4400	5.307495915971231	7502.675056693506	28.77000256815876	0.8178931065198694
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--- a/img/lighthouse200x300_pdps_known_noprediction_25_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_noprediction_25_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.207986295223236e-6	17036.45803843617	4.935377882355947	0.010713389784152977
-2	0.0017872079915832728	16953.982229872745	4.996951115053242	0.020047220786496588
-3	0.0024535409756936133	16797.826355472273	5.049581345492502	0.03064139033286987
-4	0.004392873990582302	16722.64423891444	5.125950189296367	0.04290224701244397
-5	0.005070874001830816	16565.260299177837	5.205010288426281	0.051845438587315114
-6	0.006862581998575479	16303.09590681632	5.291989347414374	0.06340170480049459
-7	0.007539915997767821	15979.66493667604	5.391515063013472	0.07194511912542788
-8	0.009459666005568579	16018.60231878147	5.490439519074318	0.07893729491804503
-9	0.010146166023332626	15916.73045667418	5.563648595258847	0.09440485703495069
-10	0.01194641602342017	15561.546665009913	5.645052095218579	0.0980814807890509
-11	0.012629458011360839	15527.102969951895	5.729743131222867	0.11135870566989069
-12	0.014418667007703334	15315.794731361615	5.836670397614412	0.11707551955847327
-13	0.015100375982001424	15103.601148708354	5.907102894393077	0.12565146079342535
-14	0.0168964599724859	14935.914103559016	6.016234299574846	0.13545831734869077
-15	0.017582500964635983	14730.046523553325	6.134771258189279	0.13814554588802735
-16	0.019517667969921604	14699.991625027593	6.198948166367119	0.15441980697052163
-17	0.020199417951516807	14595.16044309087	6.292775677224719	0.15688696880450118
-18	0.021984792954754084	14450.95796779549	6.38570407909663	0.16104107082560767
-19	0.022656626941170543	14243.601601210072	6.456596342198092	0.17299945854441517
-20	0.02456729393452406	14093.763317655681	6.518885653081329	0.18886173223374092
-30	0.03668762693996541	12949.70269836576	7.415358870291224	0.2483237834417483
-40	0.049066876934375614	12205.913778965432	8.137346179803469	0.31732082929324473
-50	0.061153834918513894	11236.278490067747	8.998218348383938	0.36199026201271645
-60	0.07429558492731303	10660.422040422722	9.719225128735328	0.3762504002726714
-70	0.08626825190731324	10348.769677359473	10.289149229159708	0.41210275603213414
-80	0.09921687690075487	9757.506016441796	11.230441329395775	0.4395071358819566
-90	0.11110137691139244	9453.59329348224	11.683335880963842	0.458157468183665
-100	0.12380550193483941	9290.160103906941	12.03372565725872	0.4913829175661606
-110	0.13488112692721188	9235.402619595063	12.499209664125988	0.5027984824920722
-120	0.1477733769279439	8977.38968924711	13.392019765972421	0.5253483428683159
-130	0.16020079393638298	8623.725742686269	14.3228706551188	0.5040021660762647
-140	0.1722510849358514	8536.420780740818	14.944751811465105	0.5108307956123113
-150	0.18474575094296597	8376.724368435222	15.288525603462721	0.514481286784982
-160	0.19703891794779338	8415.928267819849	15.379938805963842	0.4970443480293968
-170	0.20955358393257484	8509.060078632017	15.239455820819101	0.4654795246083742
-180	0.22178391693159938	8487.084474645264	15.00566399337956	0.4527289336622243
-190	0.23490074992878363	8345.511863661623	15.743040825364448	0.44684869052066983
-200	0.2469536669086665	8230.733022447332	16.21163469976909	0.4623708876524035
-300	0.37006633391138166	8081.018959410755	17.79904748860339	0.5288158294399317
-400	0.49588349991245195	8224.725902325476	16.464057153034062	0.5531744711164176
-500	0.6193009579146747	7795.0991075379725	19.934625201469512	0.5962896134305585
-600	0.7412832079280633	8179.772568606888	17.400362482593668	0.5070258768484017
-700	0.865625749953324	7914.760217455684	18.711872257101618	0.6073448630123536
-800	0.9891651249490678	8018.501080836407	17.909043043777938	0.6447339704011886
-900	1.1142555409460329	7862.055631626904	18.83107475514574	0.6258904130658227
-1000	1.2406591659528203	7971.840882195843	18.394383075685877	0.7158346590326099
-1100	1.363556248950772	7873.433634090949	19.815941775121708	0.7095595427344403
-1200	1.4869711239589378	7883.678136339605	19.836655059875635	0.6600955437201131
-1300	1.6103633329621516	8179.99031639603	16.403883055956015	0.5968658257804901
-1400	1.7347347079776227	7866.313034624347	19.409376841475133	0.6227409314118015
-1500	1.8678222919697873	7771.15753946309	20.044479747814883	0.6674222498651533
-1600	1.9937904169782996	7860.799034944618	19.07678620431264	0.5933287218212976
-1700	2.118306666961871	7885.817498673551	20.098025781722203	0.6493065120749262
-1800	2.245187749940669	7738.519925546323	20.777137975809676	0.7273837470133798
-1900	2.3703352919546887	7892.227872888924	18.60884373228114	0.5928033668753656
-2000	2.4928414169698954	7834.566046603618	19.95615002299726	0.671281701357809
-2100	2.6144035419565625	7784.781593249617	20.70097375777012	0.6848966258914191
-2200	2.7392854579666164	7754.773229572428	20.307294073459282	0.6924786526798918
-2300	2.863208249938907	7909.901766467186	19.304388506909135	0.6458405783533897
-2400	2.986717624939047	7750.734078817733	20.701876054019536	0.7131609149513055
-2500	3.108909957925789	7738.861607042992	21.659009656505013	0.705314142059036
-2600	3.233533041930059	7591.781826029649	26.093278913233018	0.7875305557376205
-2700	3.3552937509375624	7567.690574459517	27.471863855936732	0.7995212056972174
-2800	3.478173833951587	7622.491528061327	27.877359853842513	0.802462273515576
-2900	3.600299166952027	7571.135760477968	27.986338245503127	0.8031580143182596
-3000	3.725318708951818	7607.065458155721	28.00819902513133	0.8033171965845896
-3100	3.8468007509363815	7586.492043900501	28.074013608858177	0.8048939246667616
-3200	3.9701220429560635	7643.0837809180175	28.058278984904504	0.804593515669493
-3300	4.095110542955808	7609.95211338731	28.06476955135863	0.8037789116422214
-3400	4.220404334977502	7624.42025879694	28.06024597628226	0.803808753079303
-3500	4.342402168986155	7577.882455143606	28.043582009506245	0.8039923809007269
-3600	4.465871960972436	7646.712582397214	28.06832244084488	0.8040516364300643
-3700	4.588092127989512	7656.0544455580075	28.09543152208237	0.8047720860060309
-3800	4.713186003005831	7510.406708066586	28.060986130999908	0.8046772539020219
-3900	4.8359840030025225	7601.828344238689	28.027504965833238	0.8032508390941424
-4000	4.958010794012807	7581.912297752127	28.053795804933475	0.8035450110305823
-4100	5.081043336016592	7530.283998361241	28.096061043863575	0.8044567179615612
-4200	5.205307336029364	7656.934378547461	28.049968467786375	0.8031879003634808
-4300	5.327470502030337	7653.212086786635	28.025822878034425	0.8029905164723755
-4400	5.449419002019567	7540.288319755912	28.01759615410515	0.8038210857068301
-4500	5.574346211011289	7659.183264820814	28.056167013607425	0.8040212835807661
-4600	5.6995017520093825	7610.805598057222	28.042263762045607	0.804351925605771
-4700	5.824767127021914	7575.00693935737	28.036746282140335	0.8040909801563667
-4800	5.946807961037848	7670.283781295904	28.05256772004572	0.8041269400894084
-4900	6.071680586057482	7565.443945573514	28.0673342099966	0.8045377979898328
-5000	6.1965195450757165	7585.598798337485	28.041976279142137	0.8039938508169026
-5100	6.317999087099452	7889.459184487815	19.078611006960976	0.6223638255639902
-5200	6.440616837091511	7657.471913450923	22.98620867230511	0.7188729655860707
-5300	6.566771004087059	7725.960082572165	21.194684226570025	0.6308427963051498
-5400	6.690292212093482	7848.06267605921	19.150800621128685	0.5321990806813122
-5500	6.812617754098028	8023.758787584419	18.367927152765933	0.4870502385494496
-5600	6.9347619620966725	7750.639277953999	19.950702775173493	0.6047097748393617
-5700	7.056527795095462	8173.52148928882	16.57858163810984	0.6208994896663665
-5800	7.177776753116632	8035.563501236549	18.064599458697746	0.6571717743758753
-5900	7.298003544128733	8093.18647062451	17.25016059356018	0.6468366785149542
-6000	7.417445044120541	7813.266888956161	20.077375466472386	0.7296052779420363
-6100	7.534654753137147	7913.926515278316	19.16137107808467	0.6965171875527616
-6200	7.654922294139396	7869.998250208444	19.664788472583496	0.7925223418776901
-6300	7.778254211123567	7876.144313476836	19.68111160984305	0.7942206337849326
-6400	7.898515086126281	7695.494967773657	21.890435387690626	0.8335077962018049
-6500	8.024390836100793	7672.308451224257	22.20136943211535	0.8058818923555223
-6600	8.155894169118255	7809.516612665912	20.451390822580056	0.7733102894566503
-6700	8.281948878138792	7697.675121211163	21.647212915729934	0.7816746859347508
-6800	8.405389586143428	7669.445189264454	22.908921419926376	0.8058746832292204
-6900	8.531692294141976	7667.77393764877	23.483955919980186	0.836837105689107
-7000	8.658459669153672	7605.121906007546	25.054471027550864	0.8600308544108544
-7100	8.78526621113997	7632.295822161217	22.873766812377404	0.7946214132261742
-7200	8.911768503137864	7606.460904049656	24.302955627955146	0.8104713313774019
-7300	9.038645878114039	7527.571908654317	29.28634169109038	0.8455195367940206
-7400	9.163111545116408	7561.519622863256	27.67544198793314	0.8573464773404679
-7500	9.289069504098734	7652.374275445207	26.29791908902746	0.8353517077190828
-7600	9.413864629110321	7561.188701331953	30.21834328391263	0.8530286379733489
-7700	9.537564545113128	7574.278060742619	29.259045401953856	0.8318813108153809
-7800	9.663611920113908	7548.375343424622	26.6667130825588	0.8048032604269281
-7900	9.789170379110146	7905.060165348379	18.979342240936926	0.7409114973141419
-8000	9.914720295113511	7838.657288287278	22.310445253255843	0.7984174728886076
-8100	10.041132629121421	7934.873973455932	18.938426953078768	0.7742082601999095
-8200	10.167749462125357	7706.821534192649	21.541072512059223	0.8033565560716308
-8300	10.289900254108943	7621.350641276149	24.21612199432635	0.8222771992047756
-8400	10.412250212102663	7709.684813673302	21.66552919702896	0.7978374514166826
-8500	10.535700129112229	7669.667700504704	23.895798084088543	0.835241063063143
-8600	10.659047004097374	7588.731807330921	25.180219190452853	0.8391984492935058
-8700	10.778561129089212	7688.592840603123	21.076616617196088	0.8025200389157217
-8800	10.897833296068711	7511.6355268493035	27.29994357716579	0.8678437364300577
-8900	11.017785838077543	7509.832313684788	30.14145404467706	0.878863271395146
-9000	11.143355879088631	7588.212392726621	31.047767774537633	0.8809488530459654
-9100	11.267255087092053	7597.263753074212	31.3305313216145	0.8827164894433174
-9200	11.392371712106979	7640.35971581516	31.397908033987484	0.8824827205123169
-9300	11.517339504120173	7586.012633046945	31.44962194736765	0.8830155144692639
-9400	11.643266504135681	7562.006475094966	31.474288442347106	0.8827945736076992
-9500	11.76617029614863	7586.510362194441	31.42004610450087	0.8822788963179874
-9600	11.889033713174285	7557.037845703279	31.4572656942211	0.8833255455822046
-9700	12.011948338156799	7510.637361390374	31.481805205270312	0.8834092169598889
-9800	12.132088421145454	7527.542141565878	31.50316517239991	0.8836775817076438
-9900	12.251724462141283	7617.082434987933	31.494002298860284	0.882903653057579
-10000	12.377234670129837	7644.2474238848645	31.493527852232184	0.883210908048831
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--- a/img/lighthouse200x300_pdps_known_primalonly_10_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_primalonly_10_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.462499494664371e-5	16958.913359233207	4.935377882355947	0.010713389784152977
-2	0.001983832975383848	16874.735261017813	4.998401023820663	0.020108535518113074
-3	0.00272733299061656	16709.870441269708	5.055360859345882	0.030904761874494993
-4	0.010206874983850867	16630.30149059146	5.134498663153787	0.043691438697635636
-5	0.010954624973237514	16474.45378771043	5.213187696637313	0.05275394284611745
-6	0.01288791696424596	16227.028326763308	5.299444354826438	0.06369359122642113
-7	0.01358583295950666	15901.18110912011	5.400816959982006	0.07333705617163344
-8	0.015396041941130534	15932.366350555245	5.499611848976893	0.08135053349177199
-9	0.01635750095010735	15818.50633414315	5.5738542071841	0.09748976609160676
-10	0.0183399589441251	15463.407651554437	5.654104312042085	0.10180568038036704
-11	0.01905316795455292	15413.166093670818	5.74963616774455	0.11757094910403856
-12	0.020881500939140096	15198.038024238198	5.860961457135182	0.12327790362420461
-13	0.021593292942270637	15012.938430691156	5.923461758546394	0.13161089703372447
-14	0.023508542944910005	14846.556027815128	6.032173787012102	0.1444483426992697
-15	0.024204542947700247	14623.437418241127	6.152916882378436	0.15139488408144405
-16	0.025987708941102028	14597.93741454186	6.216549351439743	0.1682536048120049
-17	0.026678792928578332	14487.628602414989	6.312953063865051	0.17001835655218214
-18	0.028523500921437517	14335.169866733357	6.417292987182299	0.17733161899495498
-19	0.029225542908534408	14135.768775237453	6.479605061983777	0.18938506816572326
-20	0.031017750909086317	13979.183889996428	6.544665731535431	0.20553437368407865
-30	0.04371400090167299	12826.590289683707	7.461349154986221	0.28069212979772373
-40	0.05651045890408568	12012.152383293595	8.258439554140399	0.3736030765847357
-50	0.06896058391430415	11075.848915984594	9.09823305394866	0.4248608522961055
-60	0.08122349990298972	10497.497208847646	9.847676505760965	0.4339653748230007
-70	0.09388008390669711	10032.676185410497	10.672155479333265	0.5134631072586147
-80	0.10638137589558028	9575.765008147877	11.448740852288717	0.5082848571176959
-90	0.11901520990068093	9137.585623133147	12.253419109618926	0.5641078305545957
-100	0.1313730438996572	8850.96177029357	12.987815881470562	0.6108064514362445
-110	0.14455883592017926	8761.246831733599	13.672176359857799	0.6038514446788504
-120	0.15752558593521826	8605.184755222897	14.4330952195066	0.6138823851254549
-130	0.17229021093226038	8369.213533546885	15.128722869180972	0.6160704334100706
-140	0.18518883592332713	8285.166727372372	15.772993660335793	0.6068179745979486
-150	0.19879100192338228	8100.690139108725	16.371219652165934	0.6207811849575957
-160	0.2115531269228086	8062.365521895734	17.00166541141523	0.6238411708103235
-170	0.2249616269255057	8071.45076133424	17.35919299065595	0.6068376320489577
-180	0.2377100019075442	7974.090088371849	17.78372422040064	0.5952065021426417
-190	0.25014012691099197	7941.4615512210785	18.065416113703463	0.5728814405707987
-200	0.2628055019013118	7850.397216216461	18.545563854983932	0.5861543920130741
-300	0.3920016688934993	7684.96903179327	22.512665663155424	0.6755330092325522
-400	0.5205322108813561	7646.359715259267	22.685751400842683	0.684640755881923
-500	0.6517212518665474	7573.270943757948	23.07855328145182	0.6998404414109014
-600	0.7838541268720292	7705.502194439536	22.414398865942037	0.6434082478458132
-700	0.9134934188623447	7565.072196837885	23.802488767050146	0.7129098284419972
-800	1.0437316268507857	7602.182009620341	22.855109494439304	0.7516214363669315
-900	1.1729081678495277	7593.575954666503	22.353436160844332	0.7165503965955698
-1000	1.302982917841291	7620.442421979113	22.502081831279114	0.7872514621489716
-1100	1.4313627098454162	7621.288149408186	24.055028814707878	0.7846144021931349
-1200	1.558816876844503	7605.583016636464	23.5813830358371	0.7408137471073027
-1300	1.688932751858374	7736.700011955144	19.464451172725006	0.7048119396061913
-1400	1.8174682928365655	7701.489153984078	20.69999963359163	0.7043517769525633
-1500	1.9491291258309502	7459.834355279235	25.921255130803583	0.7626184384045774
-1600	2.078174375812523	7551.35502063944	23.667929938628497	0.6830155581890609
-1700	2.2083329588349443	7632.10908112934	24.39178746025828	0.7340918492271291
-1800	2.337500416819239	7500.8958475505815	25.410647960214817	0.7904329962217024
-1900	2.4670200838008896	7612.059137453285	21.767781924369892	0.6886530683063463
-2000	2.5953617917839438	7547.021494270669	24.36397987039274	0.7579067105555415
-2100	2.726496541785309	7593.787419657353	23.450552807178966	0.7609264877077034
-2200	2.8578099577862304	7483.546799882735	25.35204150219637	0.7857437315652909
-2300	2.9888349577668123	7597.51688803201	23.788979169699044	0.7281720389714803
-2400	3.1182882077700924	7481.251216310156	26.63676728690151	0.7792996082719289
-2500	3.2589165827666875	7556.814282846948	24.262997785806487	0.7702509237031717
-2600	3.3793547077511903	7474.062467215608	28.896734922712724	0.8276192311510906
-2700	3.500941832753597	7461.7174665211305	30.51081997818426	0.8400517930900705
-2800	3.6220320407301188	7517.644007911374	30.991453610651092	0.8431433367155755
-2900	3.7425991237396374	7464.554954730498	31.136888854303084	0.8453853544215796
-3000	3.866070665739244	7502.828696303019	31.10640973977292	0.843478404469285
-3100	3.9877727067214437	7478.722036830296	31.204766328906075	0.8450400979555701
-3200	4.109645122720394	7534.831577104437	31.176849275690564	0.8447419242235816
-3300	4.230171414732467	7503.320507627081	31.184792536239307	0.8434045720017892
-3400	4.352063956757775	7515.921332189656	31.22811133530398	0.8456345664224277
-3500	4.472572456754278	7475.0538765778365	31.156959297006075	0.8445129549560625
-3600	4.594848956767237	7538.591430896145	31.175858847727085	0.8445814071015523
-3700	4.7152857067703735	7548.590874838315	31.237214133694827	0.8456998955229689
-3800	4.835848831775365	7407.082638104821	31.207228144172042	0.8458179661927641
-3900	4.958850665774662	7494.327543199471	31.147806768467127	0.843305784317141
-4000	5.0794432487746235	7476.205694274611	31.17709804434766	0.8443956127023754
-4100	5.201765998761402	7426.073280577927	31.21971923075714	0.8459517352624122
-4200	5.323573040746851	7551.300348898596	31.145778816709246	0.8426258767375432
-4300	5.444319915754022	7550.037602691958	31.137034397631112	0.8427338879136955
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-4900	6.17049103975296	7457.1989620494205	31.178434231603426	0.844229643645047
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-10000	12.695513835758902	7548.494718754391	34.24715435907362	0.8765943548329111
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--- a/img/lighthouse200x300_pdps_known_primalonly_15_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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-iter	time	function_value	psnr	ssim
-1	1.2458011042326689e-5	16984.761585634194	4.935377882355947	0.010713389784152977
-2	0.0019509159901645035	16913.30637293789	4.998339471715698	0.020038460127813636
-3	0.002769624989014119	16751.874548588195	5.055282677025294	0.030773503136381827
-4	0.004780624964041635	16675.59318989853	5.134405200055879	0.04348267882173725
-5	0.005575457966187969	16519.627023682413	5.213092574877857	0.05250707337965823
-6	0.0074751239735633135	16283.880989107562	5.299151092604632	0.06313438010905992
-7	0.00823320698691532	15956.7559086914	5.400513910462024	0.07276459073603986
-8	0.010120122984517366	15984.286601574102	5.499275613913268	0.08077218823403695
-9	0.010884581977734342	15862.034115549892	5.5734809701428585	0.09697670465303475
-10	0.012769039982231334	15505.973513050476	5.653702898047572	0.1013115025623551
-11	0.013552622956922278	15457.665117831717	5.7491675725363836	0.1169407551820293
-12	0.015551872958894819	15244.052573853878	5.860435185270816	0.12255516472196427
-13	0.016300330957164988	15067.288572432637	5.922866449282072	0.13061598788737439
-14	0.01815353994606994	14902.02122627321	6.031645949725149	0.1433379387176869
-15	0.01890983193879947	14669.508552244712	6.152522947001659	0.15063014383534631
-16	0.021511122933588922	14644.807368261618	6.21603819836686	0.16736886395539902
-17	0.0222695819393266	14533.760754238756	6.312268536142362	0.16907540018380526
-18	0.024215622921474278	14384.678516758857	6.416757464309095	0.1762789165922429
-19	0.02496195593266748	14182.897167955603	6.47894409921748	0.18836096699180307
-20	0.02748720595263876	14023.868552695294	6.543847427858075	0.20448784195041242
-30	0.04038041495368816	12880.595060249443	7.459508950299395	0.2781634584727047
-40	0.0540687479369808	12068.489015562742	8.256153778039806	0.37002593930122496
-50	0.06688774793292396	11128.81971841798	9.094205226938325	0.4201305009805389
-60	0.08044512293417938	10558.363284464049	9.841755340051355	0.4286222935145585
-70	0.09377820693771355	10084.916766784721	10.664921806472535	0.5085967277125533
-80	0.10753187292721123	9632.188346162278	11.438587529886286	0.5021162328825586
-90	0.12077503892942332	9185.87847980603	12.241266182626946	0.5596539213224592
-100	0.13352328891051002	8902.535295382342	12.97424502922588	0.6061899419412976
-110	0.14543833091738634	8812.924290869876	13.655475091728793	0.5992575123150529
-120	0.15844333090353757	8661.616220113547	14.41142472921532	0.6077387165768228
-130	0.17173620592802763	8430.662622999736	15.10399522447688	0.6093523779938992
-140	0.1847052059310954	8340.36694964283	15.745784568180035	0.6006538027357621
-150	0.1987807059485931	8159.236554504958	16.338233739474813	0.6139047787612464
-160	0.21215687194489874	8116.41787607613	16.968007272086652	0.6179461678249274
-170	0.22629924694774672	8131.50472796069	17.324559371508972	0.600737677141733
-180	0.2395960809662938	8032.228967796908	17.742890976021734	0.5883617683545839
-190	0.25340195596800186	7999.167683045084	18.015894447404705	0.5656991910872208
-200	0.2664072479819879	7901.567434435487	18.493142674052464	0.5806969243242441
-300	0.3992451649683062	7744.6215451011785	22.404747349506053	0.6694630208486704
-400	0.5323691649537068	7696.815978612667	22.60408919294379	0.6790517814400469
-500	0.6631287899508607	7630.200807855695	22.9801021410792	0.6925100185265992
-600	0.797275914956117	7756.692596952663	22.326096629263944	0.6369383447757265
-700	0.9390474569518119	7614.017033528638	23.6989829172294	0.7061012269655712
-800	1.0726803729485255	7654.437758698888	22.7550576194607	0.745073565001865
-900	1.2033427059650421	7651.495737192937	22.276390955293444	0.7088548187771802
-1000	1.3377764559409115	7672.829010165392	22.427315389011646	0.7810282343555659
-1100	1.471139664936345	7679.372555404133	23.935888266703735	0.7770259241302782
-1200	1.6019942899583839	7659.447723553832	23.46671431239225	0.7347375613149083
-1300	1.7343409979657736	7784.862071662158	19.44975800427511	0.6996499797277242
-1400	1.8664596639573574	7758.77019650601	20.652311114661416	0.6977937963339667
-1500	2.00079449795885	7511.422312970092	25.757579327421915	0.7558377846204969
-1600	2.1308599149633665	7608.196035417507	23.562523230160203	0.6756810875079395
-1700	2.2645230399793945	7697.670157434328	24.244262099713133	0.7232121562684961
-1800	2.3957114149816334	7547.637792760233	25.279817545658045	0.7844018484934571
-1900	2.525311456003692	7667.9205061922885	21.720519220238288	0.6828336218259957
-2000	2.658748331014067	7598.746227264555	24.241558266684518	0.7498417533936697
-2100	2.7891064140130766	7645.811341489812	23.369839840215842	0.7543507847201848
-2200	2.9224749970017	7533.22880694777	25.231300923579884	0.7796706698627034
-2300	3.052172914001858	7654.749020803112	23.686393072990878	0.7203110762347928
-2400	3.1829097050067503	7541.466072228837	26.46531161866556	0.7710626208972947
-2500	3.3155541220039595	7608.358745984429	24.19690528880829	0.7645283465146604
-2600	3.441549329989357	7507.225181566939	28.12746712461501	0.8207545714468778
-2700	3.564942371973302	7495.117092369818	29.32472816677943	0.8301583877622692
-2800	3.6894010799587704	7550.855807324568	29.6837345446108	0.832466077509229
-2900	3.812092287960695	7497.685231757251	29.769377199784607	0.833490062616608
-3000	3.935255870950641	7534.864430976444	29.75955474676928	0.8325528306906451
-3100	4.057936953933677	7512.801082318241	29.84954241957741	0.83439546998528
-3200	4.180571245931787	7568.97697294857	29.823703353301685	0.8339647583545712
-3300	4.304208370944252	7536.475714558521	29.82776578613956	0.8326484526392647
-3400	4.430210495949723	7550.1261326187805	29.847415881383725	0.8339693162680274
-3500	4.5633282459457405	7506.795761201103	29.79775834654062	0.8336850579829165
-3600	4.689749328972539	7572.228446596959	29.822089586897974	0.8334390307888608
-3700	4.810685911972541	7582.170432515671	29.871070017578916	0.8346460003409268
-3800	4.936430161964381	7439.094625706345	29.82233442097701	0.8342533872936472
-3900	5.062723578972509	7528.041189336878	29.783747970149616	0.8325943393028695
-4000	5.188970911985962	7509.590722264813	29.811820769945918	0.8332053763533978
-4100	5.31268766199355	7458.171668839161	29.864071109316303	0.8345310229110283
-4200	5.4370818289753515	7584.3237834330575	29.79427353255966	0.8318425013677154
-4300	5.562242494983366	7582.441780888057	29.78339150842144	0.8321317870813335
-4400	5.687789785966743	7467.954865775343	29.763698262110307	0.8331304531583434
-4500	5.815691952971974	7588.595344826683	29.815481580511694	0.8332284369892619
-4600	5.941725161974318	7538.7616498531115	29.806839312685028	0.8339655553538801
-4700	6.065826536971144	7501.114274612981	29.782025957849072	0.8334443996981304
-4800	6.190410370967584	7596.040010093481	29.81471283898813	0.8333600795048037
-4900	6.314590370951919	7491.107641665356	29.82440375617413	0.8335393489258202
-5000	6.43824091294664	7512.010735555474	29.7950315490028	0.8336169240254757
-5100	6.5694132049393374	7606.346406875808	24.547888795362624	0.7126313182222261
-5200	6.700972287944751	7554.75763406641	26.490085775993016	0.7632004123372024
-5300	6.835147037956631	7634.839200173586	23.251826370175138	0.684023372230613
-5400	6.9690741209778935	7629.750244439103	22.385850568013957	0.632848809767305
-5500	7.103486495965626	7805.177822962407	20.712711521309046	0.5705742043108337
-5600	7.233163661963772	7603.9059525494695	23.14341328078165	0.6884330594423081
-5700	7.366144870960852	7688.578233827568	21.2137170097014	0.7216361414987301
-5800	7.495473662944278	7719.635241104319	21.71195805228496	0.7570477945024282
-5900	7.627262704947498	7676.681620762179	21.750618953762597	0.7403546369768029
-6000	7.756761954922695	7575.080335822586	24.573381511783715	0.7875561199547374
-6100	7.8902806629484985	7676.28467588478	23.43909346055385	0.7570093396658272
-6200	8.022658246947685	7578.365315640166	27.231442939349467	0.8455459511606432
-6300	8.155654412927106	7613.981798223423	26.069891944473138	0.8359424581031817
-6400	8.290635079902131	7519.054684169094	27.996959953982046	0.8544989422162913
-6500	8.422697288886411	7528.404432192884	26.50390896566448	0.8424127854794156
-6600	8.55753570588422	7624.953464190641	24.35017085168489	0.8032523017338564
-6700	8.69077474687947	7613.08343908138	24.621122514030944	0.7919183355766166
-6800	8.825506663881242	7531.957593127712	27.999960746664584	0.8366136669036301
-6900	8.957038663880667	7576.75475270883	27.050942677578785	0.8486065007789018
-7000	9.090427538874792	7497.541516499491	30.78921667530778	0.8826064938183282
-7100	9.221095163869904	7553.837114515154	24.16853026417593	0.8219914817897287
-7200	9.355540330871008	7538.35509280583	25.648969215072	0.8301981495766692
-7300	9.48944787189248	7487.136842892329	29.873573053562875	0.8488374520595504
-7400	9.625414704874856	7513.217166823843	29.300587411884287	0.8616637913385814
-7500	9.761729454883607	7592.575486974948	28.216167493339093	0.8507529113053025
-7600	9.897238829900743	7515.167360005971	33.7750694051689	0.8654520584919594
-7700	10.030928204912925	7524.851477228007	31.073310800918538	0.8415409435023115
-7800	10.162225038919132	7520.021629120392	28.32135266766235	0.8169240420477784
-7900	10.293218038917985	7729.597545694645	21.26367207111414	0.7793687715483482
-8000	10.426811996905599	7704.974366432404	26.378420568375294	0.825398600715301
-8100	10.562177621904993	7651.759482007406	24.30588060344297	0.8297821142787444
-8200	10.694588663929608	7534.065035921365	26.848516385204256	0.840616573812341
-8300	10.827993330953177	7523.38436429249	27.789959928329587	0.848973410623232
-8400	10.96152762195561	7575.368353355275	25.906200056118237	0.8081394936116589
-8500	11.09602799694403	7558.926291879718	28.063181592242998	0.8577798415792444
-8600	11.229192788916407	7526.875998081018	28.052765551436487	0.8338547244304587
-8700	11.361969413934276	7486.053613307723	27.826496408572346	0.8450821902641662
-8800	11.48874878892093	7424.900325101547	31.519147274770095	0.8818381540700736
-8900	11.614820913935546	7443.628273645196	32.734589272625094	0.8868611216654779
-9000	11.740191247954499	7524.891521185717	33.08366780278166	0.8874963906055328
-9100	11.863354205939686	7530.054088459852	33.21207474780148	0.888417697353381
-9200	11.99039462293149	7574.218962955068	33.25196177974684	0.8889233719516948
-9300	12.115111706923926	7519.540326228789	33.276769156486075	0.8890479538277786
-9400	12.237357956939377	7497.476207764846	33.30463099656364	0.8887145327934572
-9500	12.37193228994147	7520.959849255071	33.246987871205704	0.888160440490891
-9600	12.495527706923895	7489.835170698567	33.29578691896816	0.8894888317499301
-9700	12.617002248909557	7444.41650473116	33.31722157235021	0.8893830441148973
-9800	12.74281308290665	7461.269300272559	33.33261897392426	0.8898882831884701
-9900	12.866221832897281	7550.116901016937	33.32183813535143	0.8890961484621601
-10000	12.99018574989168	7576.145650243526	33.310095148204404	0.8886832731317833
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--- a/img/lighthouse200x300_pdps_known_primalonly_20_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_primalonly_20_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.334005881100893e-6	17010.60981203518	4.935377882355947	0.010713389784152977
-2	0.0020450010197237134	16957.50630225665	4.998271390678601	0.01996093226446887
-3	0.002949210029328242	16800.64527182626	5.055191205784956	0.03062169604693063
-4	0.004959252051776275	16729.05106388595	5.134291908490089	0.04322958395548656
-5	0.005879419040866196	16571.40467107019	5.212980570341913	0.05222590394902539
-6	0.007941294024931267	16350.622063514153	5.298831181591588	0.06250207439369496
-7	0.008820960036246106	16022.042671283625	5.400178345605491	0.07209061771611734
-8	0.010839460039278492	16045.730646417422	5.498912133686552	0.08008844666515882
-9	0.011730335041647777	15912.285931512075	5.57307678635636	0.0963738197447579
-10	0.013984627032186836	15554.320341337852	5.653257300827304	0.10074393863073446
-11	0.014904002018738538	15508.121249417392	5.748646657379472	0.11621729249990091
-12	0.01697179302573204	15296.464356078377	5.859844358485366	0.1217313946253314
-13	0.017854627047199756	15129.730159812423	5.922186872931229	0.12945293248322823
-14	0.019998335046693683	14966.832712151396	6.031008176462782	0.14198460862391277
-15	0.020892793050734326	14722.332759063172	6.152032371360208	0.14970254556560916
-16	0.022933293046662584	14697.357378247232	6.215448013089608	0.16637636669101066
-17	0.023820459027774632	14585.63202765366	6.311514632556296	0.16802926277499233
-18	0.026574667019303888	14440.76468138781	6.416133774253872	0.17510463276530008
-19	0.02745791699271649	14235.873647470524	6.478191239733311	0.18720354256560456
-20	0.029602791997604072	14074.190480864137	6.542941819600292	0.2032909458933734
-30	0.04492637497605756	12942.325060375519	7.457489222711104	0.27535478468226304
-40	0.05911095897317864	12131.489650347088	8.253597064786774	0.3661014340714398
-50	0.07347258395748213	11187.276022912647	9.089900086463977	0.4152161675857404
-60	0.08714062595390715	10624.717072344085	9.835557262762423	0.4232097257400689
-70	0.10207883393741213	10141.391647388278	10.657282366612183	0.503705502506845
-80	0.11576133393100463	9693.10644448734	11.428044627657696	0.49602035161184516
-90	0.12975745892617851	9236.203654669613	12.22868929369362	0.5551524165161181
-100	0.14422129292506725	8958.80564511267	12.960364624179046	0.6015000314942827
-110	0.15762700090999715	8868.775740661205	13.638324746510914	0.594524293922815
-120	0.17247075089835562	8724.068270964328	14.388729484745479	0.6011094689394453
-130	0.18668000091565773	8498.429332019596	15.07819450202247	0.602237076414591
-140	0.2016068758966867	8399.375749212704	15.717549423445982	0.5944912660330055
-150	0.2160748338792473	8222.006994285302	16.304125563826005	0.6070232258948425
-160	0.23156524988007732	8174.5266627390165	16.932893329931506	0.6119983194826788
-170	0.24599258287344128	8196.32913108732	17.28809850821921	0.5944389826601407
-180	0.2612691658723634	8093.606536043906	17.700364313237408	0.5816719198809619
-190	0.275588582851924	8060.094510641677	17.964497779199192	0.55861441182843
-200	0.2905979158531409	7954.479651297911	18.438085038676576	0.5751732966807634
-300	0.43472858183667995	7808.914301908024	22.29698486821029	0.6631663454217436
-400	0.5738943318137899	7750.636865941965	22.52081262885353	0.6733762003241105
-500	0.7130056648165919	7691.659414509763	22.878110392115033	0.6849672896419988
-600	0.866327289812034	7811.462703191852	22.235420173461883	0.6304218141506751
-700	1.0107635818130802	7666.946661593736	23.59346361780048	0.6990544801093475
-800	1.1564185398165137	7711.655097016973	22.653929171300717	0.738144150122729
-900	1.3015427488135174	7714.352819756772	22.197801383076957	0.7009204175137335
-1000	1.4451477488328237	7731.040733008607	22.348870882864492	0.7743075415636042
-1100	1.588232539827004	7743.506461089827	23.811561165728534	0.7687919807633768
-1200	1.727585206826916	7718.208174251132	23.350187090271014	0.7283348048961632
-1300	1.8678901658277027	7837.140133002531	19.431940671318817	0.6942664980526649
-1400	2.007513457821915	7821.946934441231	20.599914643891122	0.6907250797233986
-1500	2.1509447078278754	7568.083674587999	25.59144712953195	0.7485627159080855
-1600	2.292284415831091	7670.636737537625	23.452328220398137	0.6678369190607438
-1700	2.4344482498127036	7773.990647042158	24.091559556194145	0.7106862785730825
-1800	2.575137582811294	7598.959962731545	25.145776521582622	0.777886486210927
-1900	2.714155457826564	7729.807276779866	21.66946650031113	0.6764724896754905
-2000	2.8530342918238603	7655.927676202498	24.118376682152608	0.7414675667398218
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--- a/img/lighthouse200x300_pdps_known_primalonly_25_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_primalonly_25_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.834002073854208e-6	17036.45803843617	4.935377882355947	0.010713389784152977
-2	0.002013084013015032	17005.560417624547	4.998207589706563	0.01988814288168803
-3	0.0029216670081950724	16855.054563555066	5.055096696300034	0.03046722045563678
-4	0.005035501002566889	16790.136241122775	5.134168078687952	0.042956986076974665
-5	0.005937876005191356	16629.149943309872	5.212865154030507	0.0519366050607807
-6	0.007950376020744443	16426.789316149974	5.298507293783537	0.061843992931506546
-7	0.00885516800917685	16097.100735669701	5.399829886140569	0.07136085884026376
-8	0.010847918019862846	16116.916979692824	5.498539421053637	0.07933993950490874
-9	0.011750127043342218	15969.663085552147	5.572664340525683	0.09571928552357853
-10	0.013773960032267496	15608.302980626659	5.652806689198519	0.10015108125929446
-11	0.014668293035356328	15564.188854993365	5.7481032983506655	0.11546322358208387
-12	0.016691627010004595	15354.74785605062	5.8592205972289015	0.1208775269757118
-13	0.017585460998816416	15199.733905913637	5.921466413103369	0.1282255044802945
-14	0.019596252008341253	15041.236230905575	6.030307246489633	0.1404863205469008
-15	0.020501586026512086	14781.956126008883	6.151487397194072	0.14868952596651555
-16	0.02264162802021019	14755.11291035952	6.2148198326781925	0.16538466496797358
-17	0.023533878033049405	14642.68445884907	6.3107347468603106	0.16698764688203724
-18	0.025530087033985183	14502.81693463814	6.415477269370669	0.17392261047511853
-19	0.026427712029544637	14294.30177873767	6.477390586626265	0.1860313731698366
-20	0.028470420045778155	14129.928583070603	6.541965237749424	0.202061013991842
-30	0.04281162904226221	13011.576058779858	7.455328894724839	0.2724775864060336
-40	0.05701087904162705	12200.9245109395	8.250787688474693	0.3621460109353087
-50	0.07160537905292585	11250.937895062005	9.085368978124242	0.4104097614571817
-60	0.08573837907169946	10696.118751203954	9.829196817457277	0.4180552016674205
-70	0.10006587908719666	10201.61762182791	10.649253483631595	0.4990395645855691
-80	0.11533808810054325	9758.332407240257	11.41721263415106	0.4902400119757914
-90	0.12961150510818698	9288.848685696357	12.215761565317337	0.5508763927903333
-100	0.1447463801014237	9019.700833505585	12.946391413218707	0.5969940369224787
-110	0.15778771310579032	8928.527733884055	13.621136896162566	0.5899211546107933
-120	0.17271800510934554	8792.99396282242	14.36553138475863	0.594189370748901
-130	0.1871433801134117	8573.201436410207	15.051931497627693	0.5950178591709615
-140	0.2022362971038092	8461.729233355414	15.689076477685244	0.5886443161403365
-150	0.21695492209983058	8288.301658440889	16.269635067456317	0.6005589892829012
-160	0.23101950509590097	8236.552075932552	16.89702994183693	0.6062567697740356
-170	0.24538575508631766	8265.627289151367	17.250727366275907	0.588345565865718
-180	0.259424630086869	8157.957320976002	17.657320527759804	0.5754266468950036
-190	0.27373483910923824	8123.80819562639	17.91254899836778	0.5519243557875089
-200	0.287746089103166	8009.480126469524	18.38157302057577	0.569764425665262
-300	0.43052488009561785	7878.263214368429	22.190479022552843	0.6568845785415085
-400	0.5748622960818466	7807.615618563774	22.436461854765053	0.6678796143485672
-500	0.7201139630633406	7757.257168303273	22.77483520452835	0.6777114106685977
-600	0.8688700460770633	7869.741727083662	22.14404438704946	0.6241671338354009
-700	1.0161492540792096	7723.641462740591	23.48848062111516	0.6921471331248472
-800	1.1597005880903453	7773.751034015839	22.55168666072448	0.7312263423787335
-900	1.3044807540718466	7781.847147673559	22.118889000471952	0.6931917809376047
-1000	1.460967170074582	7794.612285830068	22.268905446923085	0.76748827248763
-1100	1.6077552530914545	7812.783807430917	23.685154082496993	0.7605831749174674
-1200	1.7542602941102814	7781.522153869918	23.23435390917907	0.7220626279887826
-1300	1.8986010020889807	7893.225217605819	19.4106822841643	0.6890413963565052
-1400	2.043304336082656	7890.921971661978	20.54431085587285	0.6835546901804279
-1500	2.1867012110888027	7629.782077214207	25.425931363313595	0.7412063235136175
-1600	2.331086169084301	7738.020632805571	23.340201363806294	0.6600280803141678
-1700	2.4769887100846972	7862.508797535748	23.93647051061462	0.6969152209820493
-1800	2.6229409600782674	7655.136314777975	25.010639564826825	0.771198605923975
-1900	2.769811210077023	7797.576902135461	21.61594853941788	0.6699143673744545
-2000	2.914409252087353	7718.376740252594	23.99697613557116	0.733249527707411
-2100	3.0579490020754747	7764.277883141992	23.193318443159676	0.7405749918546517
-2200	3.204381877090782	7648.529401854748	24.98285695372865	0.7664621032734319
-2300	3.351398127095308	7784.911937058997	23.480577445473827	0.7038444083937049
-2400	3.4953423350816593	7687.459195758714	26.11713944062583	0.7525072352074577
-2500	3.639808502077358	7726.674416705458	24.05114773361933	0.7518443868505417
-2600	3.7788382520666346	7580.449172134276	26.982180753370297	0.7964150289453371
-2700	3.917216835048748	7567.986048867159	27.742666082069274	0.8018519513288305
-2800	4.056942794035422	7622.604136099518	27.96098908882268	0.8031807302523677
-2900	4.194203628023388	7570.936037928059	28.0149068572798	0.8033949177953408
-3000	4.333620753022842	7607.069583294179	28.01827030030679	0.8034016634578244
-3100	4.472518545022467	7586.511538782563	28.077582524197773	0.8049228273236726
-3200	4.612054045021068	7643.084665790287	28.059540897919003	0.8046035752486556
-3300	4.751089670025976	7609.953117788016	28.065234502244245	0.8037825656149424
-3400	4.890620045043761	7624.419951965118	28.06041380453742	0.803810057880638
-3500	5.029909587057773	7577.882513949717	28.043642956339543	0.8039928564160973
-3600	5.168839254067279	7646.712623562798	28.068343954072816	0.8040518053551372
-3700	5.307441921060672	7656.054468598903	28.09543931455254	0.8047721472387025
-3800	5.445143963064766	7510.4067211827205	28.06098900809404	0.804677276345053
-3900	5.583158047054894	7601.828344495715	28.027505991293864	0.8032508471292809
-4000	5.723782714048866	7581.912298288169	28.053796189723542	0.8035450140110598
-4100	5.860534923063824	7530.283998537645	28.096061180605844	0.8044567190154771
-4200	5.998892506060656	7656.934378644514	28.0499685184012	0.8031879007522056
-4300	6.136349589040037	7653.212086870152	28.02582289603929	0.8029905166138691
-4400	6.273939048027387	7540.28831980639	28.017596160589004	0.8038210857592387
-4500	6.410720257030334	7659.183264813965	28.056167015985878	0.8040212835995008
-4600	6.550821424025344	7610.805598058686	28.042263762943065	0.8043519256126394
-4700	6.6885068410483655	7575.006939356925	28.03674628246124	0.8040909801588874
-4800	6.8257578830525745	7670.283781295868	28.052567720163704	0.8041269400903259
-4900	6.963250841043191	7565.443945573561	28.06733421004019	0.8045377979901668
-5000	7.100423591036815	7585.598798337519	28.041976279158362	0.8039938508170248
-5100	7.245310175028862	7728.796041889959	24.340754079813966	0.6973452065478313
-5200	7.389563842007192	7675.610434615264	26.235066906881105	0.7482134057291109
-5300	7.535276674985653	7764.901565968153	23.082795994416017	0.6662037445432504
-5400	7.679867425002158	7718.172484108743	22.210489096953346	0.6229292352718597
-5500	7.825088841986144	7920.342878833646	20.5344599549713	0.5584635991372139
-5600	7.970361299987417	7765.532845568769	22.86829642799869	0.6632392435839903
-5700	8.114173009002116	7807.2933707079965	21.04959857293246	0.7099820180930849
-5800	8.254345634020865	7840.806651807138	21.569222052569632	0.7444828540362212
-5900	8.395367967023049	7776.265051920352	21.61215503763104	0.7317894003070319
-6000	8.537042259034934	7682.25305206325	24.294228505896886	0.7787801075737848
-6100	8.682136342045851	7818.0000085067895	23.239608704851435	0.73983652089233
-6200	8.824611217045458	7687.756529930259	26.95297357756629	0.8339139430970698
-6300	8.964997175033204	7730.929392089327	25.819774134063568	0.8228046389912889
-6400	9.10677138401661	7631.869939300976	27.682123158175152	0.8415771552693518
-6500	9.260105759021826	7638.912311755885	26.198974574665375	0.8303313845050068
-6600	9.40686750903842	7759.748513784389	24.1906282467591	0.7863746247341773
-6700	9.551792050042422	7796.960804782183	24.48333605026288	0.7619606477613765
-6800	9.696889758051839	7643.992853928579	27.61807831348657	0.8244341849621223
-6900	9.841804342053365	7698.698870436801	26.79711406498482	0.8322973631363758
-7000	9.989520258037373	7594.051216752848	30.409460215220605	0.8716742316479936
-7100	10.13787767503527	7657.323067831725	24.032878757166504	0.8091248559488801
-7200	10.285895300039556	7649.7753763702685	25.414837914052768	0.8146379244040581
-7300	10.432759800052736	7598.233175868324	29.436536741065666	0.8346099196855609
-7400	10.579480716056423	7622.115859374374	29.131140266408423	0.8477674755295637
-7500	10.729075216047931	7702.680863258927	28.03527292639931	0.8368361612259508
-7600	10.878447049064562	7625.8558411829235	33.29040169386787	0.8508775582757907
-7700	11.025438549084356	7634.761017272296	30.759278689311678	0.8269406495256444
-7800	11.171912216086639	7647.53987983974	28.022309073482155	0.7999703955013094
-7900	11.318767299089814	7861.254408815244	21.139608033639362	0.7632903130099276
-8000	11.46528479908011	7838.452076319906	26.061514750325316	0.8070394930666402
-8100	11.612768132064957	7761.538872627005	24.14334901682947	0.8170632333397516
-8200	11.75795959107927	7643.643716774364	26.557092917641455	0.8288911479856608
-8300	11.902679925056873	7636.128807834874	27.389344562430537	0.8361762851189642
-8400	12.047278259065934	7710.8743522940595	25.647872583093676	0.7923374299144149
-8500	12.193252384080552	7668.66316742497	27.714529652551143	0.8463179942462594
-8600	12.337967676081462	7657.841137552841	27.64766555631254	0.8170541414943004
-8700	12.483442176075187	7598.868762073594	27.459340066997818	0.8328553206866183
-8800	12.62451067607617	7490.37921421935	30.26619520855656	0.8780038218289379
-8900	12.765588009089697	7508.8835872503505	31.086470272684004	0.8815291832362423
-9000	12.903517634083983	7588.331190950625	31.32812478443341	0.881776861865364
-9100	13.041547968081431	7597.408600161781	31.42499467792451	0.8829974317876652
-9200	13.180629426089581	7640.423588218504	31.430775973004703	0.8825820924271546
-9300	13.318953759095166	7586.030776985354	31.461261791268875	0.8830510420435465
-9400	13.458328384091146	7562.006468457945	31.478454615039798	0.8828073074491823
-9500	13.595866259071045	7586.509426978473	31.42159943718823	0.8822836034787827
-9600	13.735786926088622	7557.039202236928	31.45782753520426	0.8833272501011651
-9700	13.875702551100403	7510.6370134996105	31.4820089543965	0.8834098227947867
-9800	14.016156010096893	7527.542150278343	31.503238256108478	0.8836777974845922
-9900	14.15607392709353	7617.08241056718	31.494028908176816	0.8829037307960719
-10000	14.294308969081612	7644.24742575465	31.493537661034917	0.8832109369638279
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--- a/img/lighthouse200x300_pdps_known_proximal_10_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, phantom_ρ = 100, save_prefix = "img/lighthouse200x300_pdps_known_proximal_10_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.387501833960414e-5	16958.913359233207	4.935377882355947	0.010713389784152977
-2	0.002906500012613833	16866.26579644351	4.9983025463613195	0.020201257421640403
-3	0.004512291023274884	16697.961814993094	5.055058263585236	0.031092225372609816
-4	0.0071885410288814455	16616.10360575547	5.134024660775723	0.04396293346299164
-5	0.008739707031054422	16459.7924529529	5.212403863788442	0.053062932651851115
-6	0.011498541047330946	16201.804449736424	5.298780417793808	0.06460884419628998
-7	0.012992166040930897	15877.03127541026	5.399838270581153	0.07420385841452375
-8	0.015797958039911464	15913.588544397016	5.498116021497178	0.08170402672330164
-9	0.01749420803389512	15808.071826428673	5.572334849233009	0.0972344880235623
-10	0.020268875028705224	15454.911233417004	5.6520150156685425	0.10124642714564298
-11	0.021889208030188456	15402.683400655713	5.747523993835203	0.11691599663233927
-12	0.02920916600851342	15186.738316426938	5.858453388182948	0.12256996064183563
-13	0.030711416009580716	14993.334882534986	5.9205952401302735	0.1313794191224783
-14	0.033402374014258385	14826.729895624421	6.028843081198671	0.144010091556192
-15	0.034947207022923976	14613.297414262646	6.149247874234725	0.14934449553037674
-16	0.039267041021957994	14587.140629558178	6.212630592724703	0.16584354651073085
-17	0.04078158299671486	14477.955482064679	6.308863072881556	0.16759855386293862
-18	0.043411332997493446	14323.663514028192	6.412467389574786	0.17468344538170094
-19	0.04492549999849871	14126.85426944649	6.474488985176587	0.18607510628594143
-20	0.04756583398557268	13972.772502808832	6.539658036132824	0.20175411098608784
-30	0.06816433399217203	12815.14911831881	7.453952702671591	0.2751143263578153
-40	0.09018454197212122	11998.740850128966	8.248656767914566	0.36784677264275306
-50	0.11145170897361822	11067.933838877907	9.087021213222975	0.4156572186058557
-60	0.13311404298292473	10483.428823794073	9.834444384213807	0.42809195489933927
-70	0.15394245996139944	10028.09915887979	10.654611291282762	0.5017748227801383
-80	0.17410491895861924	9566.51162640083	11.429635656164026	0.5011314670684963
-90	0.1946913359570317	9138.80817381157	12.227231680570283	0.5499337302256199
-100	0.21521962797851302	8848.353157175721	12.95753106547542	0.5995160767167168
-110	0.23512896097963676	8758.730925079384	13.638648998727646	0.5944874998592293
-120	0.25568346097134054	8600.287702983196	14.39407174339988	0.6057506038390943
-130	0.27730283595155925	8358.017303723336	15.086134427921362	0.6082235467655153
-140	0.2979245439346414	8280.398352304232	15.726559126776456	0.5961259689105713
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--- a/img/lighthouse200x300_pdps_known_proximal_15_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, phantom_ρ = 100, save_prefix = "img/lighthouse200x300_pdps_known_proximal_15_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.082977728918195e-6	16984.761585634194	4.935377882355947	0.010713389784152977
-2	0.002955749980174005	16893.5184090614	4.9982062146900015	0.020184414671424775
-3	0.004758249968290329	16724.771745779934	5.054839614348899	0.031058369832973227
-4	0.007676207955228165	16643.633440107395	5.133687492817075	0.04387435895951176
-5	0.009294874966144562	16487.437213475016	5.211919575239827	0.05292910766881963
-6	0.012050790974171832	16228.949613848852	5.29817113127966	0.06445152016681728
-7	0.013627206993987784	15904.270610281465	5.399074883290341	0.07398185126833222
-8	0.016495748976012692	15941.785588090379	5.497113065435206	0.08129040120185287
-9	0.018208206980489194	15836.59479624043	5.571289569728383	0.0966476307134442
-10	0.021017248975113034	15484.167130000931	5.650751305727373	0.10058048916314077
-11	0.022669289988698438	15431.915070203302	5.746146449573773	0.11608936133496091
-12	0.025370664981892332	15216.629086221115	5.856860182107483	0.12164220633978283
-13	0.02695808096905239	15022.953372679922	5.918791339487166	0.130416668765391
-14	0.029838288959581405	14856.350414758712	6.026871773612513	0.14281635767795245
-15	0.03151416394393891	14644.055733004268	6.147221227496015	0.14781332323269628
-16	0.03434812292107381	14617.95008473991	6.210367796484904	0.16405836776640875
-17	0.03598862292710692	14509.39559784292	6.3063903855216115	0.165808123810192
-18	0.038610830932157114	14355.028232469967	6.40983055825887	0.17270979050999655
-19	0.04025345592526719	14158.662438959514	6.471608680370789	0.1838765850403488
-20	0.043803080916404724	14004.62020155001	6.536596407342423	0.1994159246742766
-30	0.06523337290855125	12849.852764667972	7.448980647946879	0.27084382115216826
-40	0.08738428892684169	12034.766826748346	8.2418466013204	0.3621308643143315
-50	0.10891658093896694	11105.699594558393	9.077930078846595	0.4080862193831245
-60	0.1312589559238404	10522.5813929217	9.822598250503319	0.4211562410695067
-70	0.15290637291036546	10068.724546549738	10.63940989168281	0.49299391866783243
-80	0.1752744559198618	9607.478997068005	11.410793936313526	0.4926764556648718
-90	0.1971609139291104	9181.151861561077	12.203464596463283	0.5401718347238345
-100	0.2188484559301287	8889.480192972022	12.930861594909162	0.5910848483918716
-110	0.23951870593009517	8800.400646368713	13.608131115876471	0.5869395261898583
-120	0.2611218309320975	8643.367306421791	14.357090892034858	0.5975552116021795
-130	0.2827782469394151	8400.8579612757	15.04390995985603	0.5993337926610195
-140	0.3045676639303565	8323.959808842908	15.680239325748008	0.5867023784504901
-150	0.3271384969120845	8134.211294202321	16.266612738229153	0.6044212808736212
-160	0.3488390388956759	8102.285855888833	16.877091549002465	0.600528843910054
-170	0.37109703887836076	8105.457818843628	17.223207171620498	0.5834488053500592
-180	0.39266612188657746	8009.83071332099	17.635410601047298	0.5728045863932762
-190	0.4145154968718998	7978.668128922662	17.90870054760437	0.5517958802528342
-200	0.4355470388836693	7895.690267637494	18.343905791688357	0.5574438848066765
-300	0.6617547468922567	7719.887406476755	22.06811688555093	0.6522478721419134
-400	0.8920657888811547	7682.09292030463	22.400389211585132	0.6687769913486229
-500	1.1099588718789164	7602.846356489504	22.752582627943852	0.6871950827494928
-600	1.326610038871877	7744.1928422465835	22.093416284346674	0.6222094760714921
-700	1.5433306638733484	7596.626528301789	23.4513597044903	0.6960283953648021
-800	1.7590012058790307	7630.78704564583	22.586169076478598	0.7436080021133729
-900	1.9734374138643034	7618.500766451932	22.062194670134367	0.7061421238006805
-1000	2.2271328718634322	7645.398888431233	22.316108468420822	0.7868783947311446
-1100	2.4678924138715956	7644.9678192000465	23.752515648206245	0.784908140106205
-1200	2.6914065808814485	7639.243400113372	23.265458459212155	0.7345914878200097
-1300	2.9151769138698	7763.4678224697045	19.396698435832796	0.6944027600774263
-1400	3.1325566218583845	7725.118644691617	20.539008284568187	0.6996023966129923
-1500	3.34944812185131	7487.126706647197	25.46181160014152	0.7553295646536322
-1600	3.5716030378534924	7573.342449083731	23.361265116745102	0.6756757665141456
-1700	3.7959010788763408	7648.347149486019	24.03284602107633	0.7339801964093039
-1800	4.016374912898755	7524.470558395668	25.121073273448893	0.7881518851112437
-1900	4.237433829897782	7632.958993339843	21.55661085471739	0.6769764254908556
-2000	4.45570541289635	7571.732056883384	24.071526535032465	0.7525720128894852
-2100	4.676117454888299	7618.135427604782	23.223165152702535	0.759363353266856
-2200	4.895408746873727	7508.4662102999555	25.008788762300096	0.7799594282520033
-2300	5.113518079888308	7616.811005685476	23.552966217992427	0.7268655884888331
-2400	5.330562579882098	7495.487513238578	26.236559497618845	0.7837799049333323
-2500	5.548966079892125	7582.537571676632	23.984546738850383	0.7674338394355934
-2600	5.747073995880783	7506.856086934274	28.007009209659483	0.8187448917809537
-2700	5.9434202038974036	7494.246397686983	29.259518699630895	0.8293851064627568
-2800	6.140101995901205	7549.89452072361	29.635968696347742	0.8318526653868893
-2900	6.3354849959141575	7496.7872231765405	29.727481007601515	0.8329249505716548
-3000	6.531976245896658	7533.907190513694	29.72063269993669	0.8320398244165969
-3100	6.730653787875781	7511.944503174199	29.812082515492435	0.8339750512847652
-3200	6.928906870889477	7568.138166092648	29.78536056284812	0.8334968062287357
-3300	7.130216537887463	7535.5692748893225	29.789555833388995	0.8321941471886479
-3400	7.333305870881304	7549.110380741526	29.80874623945461	0.8334615344842508
-3500	7.53674137085909	7505.75871077339	29.75848615559897	0.833190213362011
-3600	7.739626453869278	7571.229406102789	29.784312183878527	0.8329168688259572
-3700	7.934301203873474	7581.199947805637	29.832960890826712	0.8340980135410949
-3800	8.130733994883485	7438.163712655782	29.783107438214167	0.8337291992881355
-3900	8.32608720389544	7527.231441279522	29.745709749352855	0.832170365841425
-4000	8.522180953877978	7508.6595905973945	29.773978109599867	0.8327347476266846
-4100	8.718366078886902	7457.216682159549	29.82522786345187	0.8340413506706548
-4200	8.91604491189355	7583.241372505816	29.75640330594329	0.8313642128936171
-4300	9.11227082789992	7581.466100947758	29.74599613520821	0.8317404412997491
-4400	9.306890494917752	7466.941965799037	29.725323643182637	0.8326521892631916
-4500	9.503244036925025	7587.571181997174	29.777118037917695	0.8327335719790817
-4600	9.700990369921783	7537.723454343507	29.767761724993775	0.8334491364643456
-4700	9.897987161937635	7500.133993128472	29.743381675874907	0.8329478308690801
-4800	10.097444494924275	7595.184094216837	29.77626293516935	0.8329021253273362
-4900	10.29264686992974	7490.093315739054	29.7858436440671	0.8331131744617749
-5000	10.490820744918892	7511.028694883022	29.75745456673181	0.8332431841550462
-5100	10.709854535933118	7576.368415413517	24.278614569029926	0.7104228625436715
-5200	10.93026445293799	7519.053891175947	26.303490099532016	0.7725153893302084
-5300	11.149567244923674	7596.118557648944	23.062716015840607	0.6850802888084397
-5400	11.36667536990717	7621.952326563438	22.14098045579778	0.6115395181289474
-5500	11.585249077907065	7791.648937561548	20.49423242083072	0.5506352082650924
-5600	11.80498670291854	7549.503382684918	22.91576311434627	0.6947581921393894
-5700	12.02469653589651	7671.15482748152	21.062999543488154	0.7176536240713983
-5800	12.242313160910271	7695.5897307828045	21.573079638894896	0.7562847081094017
-5900	12.462742952891858	7667.223161167139	21.640548319900944	0.7358342912564398
-6000	12.680620368890231	7563.838008812929	24.37601439000048	0.7851609467717586
-6100	12.899067910882877	7634.25403524548	23.355028171016418	0.7743416062312238
-6200	13.119894285890041	7553.911123228055	27.056315714377025	0.8550454068098345
-6300	13.351180285884766	7582.794777471699	25.963192912742137	0.8532351773394189
-6400	13.573382160859182	7488.137437940556	27.89828000674554	0.8780922163966405
-6500	13.798052868864033	7505.496432542969	26.36948294183949	0.8518994135634185
-6600	14.020063201867742	7582.544631761318	24.26114474718368	0.8212125016929552
-6700	14.245427659858251	7546.163615548734	24.578729666586113	0.8256331155954748
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-8700	18.74011036779848	7457.920388174428	27.692974783618375	0.860039269783224
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-8900	19.141096242819913	7442.634335039002	32.684624329573964	0.8873331561901407
-9000	19.344108034827514	7523.642716706389	33.05007267497841	0.8880200584796205
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-9900	21.389927076816093	7548.913560828789	33.29755894500497	0.8895913212427301
-10000	21.587354992807377	7574.9951533469675	33.28609484892594	0.8891966624805426
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--- a/img/lighthouse200x300_pdps_known_proximal_20_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, phantom_ρ = 100, save_prefix = "img/lighthouse200x300_pdps_known_proximal_20_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.291004294529557e-6	17010.60981203518	4.935377882355947	0.010713389784152977
-2	0.003141916007734835	16922.49945555343	4.998111700401574	0.020158210330778806
-3	0.005076916015241295	16753.149565975407	5.054622305081504	0.03100274658149376
-4	0.008094999997410923	16673.659055464654	5.133343658140417	0.04373909172010846
-5	0.00992487499024719	16517.429165285586	5.211429660842811	0.052735570286184336
-6	0.012942916975589469	16258.045280629496	5.297550656356509	0.06419592026193112
-7	0.014707457972690463	15933.348922000476	5.398299225999626	0.07363634799769625
-8	0.017680415970971808	15971.085750110955	5.496132544097252	0.08082216387400816
-9	0.01960137495188974	15865.719624547002	5.570256695723352	0.0960459501093034
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--- a/img/lighthouse200x300_pdps_known_proximal_25_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, phantom_ρ = 100, save_prefix = "img/lighthouse200x300_pdps_known_proximal_25_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.417023880407214e-6	17036.45803843617	4.935377882355947	0.010713389784152977
-2	0.003858625015709549	16953.018621041905	4.998030824788727	0.020130864019110503
-3	0.0057632910029497	16783.650141440692	5.05441656496584	0.030935106202219696
-4	0.008828457997879013	16706.89117411635	5.133009571036162	0.04358129508431891
-5	0.010774458001833409	16550.684471945908	5.210953150133943	0.052513129416215665
-6	0.013751000020420179	16290.787404003091	5.296937906145869	0.0638849280561132
-7	0.015602833009324968	15965.871444476354	5.397542271779898	0.07323295218683806
-8	0.018599291011923924	16002.153609996853	5.495199553806517	0.08035235897339083
-9	0.020448291004868224	15895.734088138577	5.5692626249205315	0.09547007955238884
-10	0.023446332983439788	15545.315257831573	5.648332303016119	0.09928142974102196
-11	0.025345248985104263	15493.442479136706	5.743446431363417	0.11442619085158055
-12	0.028373039967846125	15281.347552778441	5.853752803614833	0.11977440948111467
-13	0.030191289959475398	15087.894576412553	5.915257880031945	0.12832136031160132
-14	0.03316658196854405	14921.88464114165	6.023010339506147	0.14025235359776267
-15	0.035065748961642385	14708.97141457629	6.14331273180589	0.1449985993528268
-16	0.03820487394114025	14682.084645144409	6.205979469095382	0.1607852394246062
-17	0.040084331936668605	14575.907105445514	6.301610825959072	0.1625982058274855
-18	0.04302999793435447	14421.449461208602	6.404786712893867	0.16907194024860617
-19	0.044898414926137775	14224.308462079616	6.466071859542453	0.1799601456119252
-20	0.047834331926424056	14068.772798871236	6.530573376234221	0.19542752018994994
-30	0.07271028994000517	12922.255713816576	7.43929999485548	0.2634637363368782
-40	0.0963303319294937	12109.423297731875	8.228180264146484	0.351710274011131
-50	0.11996670693042688	11181.584403314893	9.059821427401221	0.3953272791325271
-60	0.1437258739315439	10602.874531411055	9.798767075336956	0.40878340957560083
-70	0.16727954093948938	10151.436109637638	10.609239750024589	0.4781810283429442
-80	0.1919747909414582	9690.758318012835	11.37331819212389	0.4780142466241298
-90	0.2154999989143107	9264.689574525355	12.156483180529712	0.523561649897223
-100	0.2406294989050366	8969.626002776065	12.879231946637857	0.5770817449781241
-110	0.26415899890707806	8881.294436385611	13.549843907761312	0.5743667817780794
-120	0.28894045791821554	8729.306704678569	14.28645807830797	0.5836398171468299
-130	0.313053332909476	8486.960826300432	14.962386095417934	0.5836777162560033
-140	0.3377867489180062	8410.41982294483	15.591035028348434	0.5708037762467724
-150	0.3617689569364302	8220.823218960131	16.16234072907037	0.5887442707681868
-160	0.38547228992683813	8187.202568131994	16.76162790027759	0.584051514111315
-170	0.40966833193670027	8192.371388445523	17.100450613970285	0.5656324197356043
-180	0.43402499894727953	8096.3462136224625	17.497786042084392	0.5543660506942811
-190	0.4585947899322491	8066.398386750696	17.75650531297266	0.5339332043011937
-200	0.482530955952825	7981.600530627127	18.16763502786856	0.5391080652221967
-300	0.7197734559595119	7805.499636603527	21.696519144182567	0.633812613655764
-400	0.9613312479341403	7761.124094610806	22.133738011359483	0.656003902434453
-500	1.2007669139420614	7684.945937287774	22.44551172721306	0.6722175320450847
-600	1.441558288934175	7824.404937812214	21.8060931031853	0.6065861858888282
-700	1.681399247929221	7670.205194771934	23.142907698461265	0.6810442103130988
-800	1.920029705943307	7707.652179475674	22.299278102926166	0.7314929044211607
-900	2.1615346639591735	7698.14133943807	21.793422128582126	0.690526061579232
-1000	2.4066878729499876	7720.320151655253	22.098202120122124	0.7777287964591548
-1100	2.647359122929629	7726.403018073486	23.414090577539802	0.7741060332921792
-1200	2.8886043319362216	7724.272683374154	22.934810430068392	0.7239514246327149
-1300	3.129999873926863	7835.551804018921	19.328986330963836	0.6826534614572097
-1400	3.3696884159289766	7804.843787482305	20.379226660817977	0.6883844185660543
-1500	3.61325720793684	7560.884367624073	25.02228065360244	0.7436430205311699
-1600	3.8534344579384197	7649.235003041018	23.05283569082661	0.6631824356106896
-1700	4.090308707935037	7726.219502589661	23.664794705823358	0.7204699355479822
-1800	4.332186040934175	7593.273897527807	24.78070508420167	0.7788699098102225
-1900	4.573523915925762	7707.455805924285	21.367081950714784	0.6638580689613905
-2000	4.813990498922067	7644.123196204866	23.76159049110737	0.7403285155981968
-2100	5.061660373903578	7695.490666346966	22.968871294464883	0.748873838789199
-2200	5.30802578991279	7581.365103748781	24.658853395583588	0.7695405650309263
-2300	5.547842748928815	7691.943835313134	23.284422181521627	0.7153559438694373
-2400	5.791471415926935	7569.957450171692	25.785352050734623	0.7741421230535984
-2500	6.029933456913568	7657.297392639606	23.72895611106085	0.7569053558671386
-2600	6.247597164940089	7581.192732513545	26.88157267582483	0.7959428087128503
-2700	6.464822956942953	7567.594564223823	27.717222918359944	0.8028061185506291
-2800	6.685978998953942	7622.1459791588795	27.955763724063495	0.8040830159109066
-2900	6.902757290954469	7570.609648572376	28.016680773633947	0.8043541399256173
-3000	7.119340332952561	7606.624059075072	28.02141584677306	0.8043615532599389
-3100	7.335984832956456	7586.181380268378	28.080682107787336	0.8059498036186834
-3200	7.553260748973116	7642.716244148496	28.065273447715096	0.8056214995866585
-3300	7.772724623966496	7609.635281431184	28.0722847985365	0.8050197487287493
-3400	7.991011790960329	7624.009211386512	28.066076235894847	0.8049950180696872
-3500	8.21082641594694	7577.526980175187	28.05001459109105	0.8051983004277963
-3600	8.428488290926907	7646.263272981397	28.07250449979805	0.8051576441532966
-3700	8.64680466594291	7655.643769976587	28.100034007630885	0.805745937511889
-3800	8.865741165936925	7510.043466829198	28.066498633458945	0.8057111763734421
-3900	9.087040582933696	7601.521233933811	28.033468169187167	0.8042750652265825
-4000	9.304794707917608	7581.908979344718	28.058567418089815	0.8045902429032237
-4100	9.522284540900728	7530.115401660631	28.10315239529413	0.80569288288303
-4200	9.742598498880398	7656.652054786138	28.054914754844347	0.8041465290657642
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--- a/img/lighthouse200x300_pdps_known_rotation_10_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_rotation_10_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.7125013982877135e-5	16958.913359233207	4.935377882355947	0.010713389784152977
-2	0.004642083018552512	16874.69272580159	4.998401816930132	0.020109376611979236
-3	0.00892108300467953	16709.392312345404	5.055362382640631	0.03091400220294634
-4	0.014313833031337708	16628.963892291325	5.134505643505046	0.043728307223749444
-5	0.02312195801641792	16473.562550780887	5.213189886133268	0.05278959805129593
-6	0.029374208010267466	16222.956628070593	5.299614532427003	0.06396722830190113
-7	0.036675000010291114	15897.070674486195	5.400993021558383	0.07359948728709693
-8	0.043072458007372916	15928.914375001015	5.499800944787245	0.08159046216602031
-9	0.04695787400123663	15817.30838171848	5.5740225320710515	0.09760873293536762
-10	0.05220954099786468	15462.43307667142	5.654257979092849	0.10187304262634976
-11	0.05620562401600182	15412.085311698265	5.749819610518989	0.1176843755595632
-12	0.06320962400059216	15196.702381950196	5.861154538192906	0.12344539174141682
-13	0.06827149901073426	15010.124453306315	5.923711629958463	0.13194746866032195
-14	0.0766503739869222	14843.186050606055	6.032366309170451	0.14486084267735577
-15	0.08179641599417664	14622.014058034134	6.153044907737445	0.1515052501194535
-16	0.08950683297007345	14596.715130846376	6.216743834736096	0.1683523704728656
-17	0.09413049998693168	14486.173294162129	6.313245422437813	0.17017045178179965
-18	0.10024395797518082	14333.421450865906	6.417503949684713	0.17748729290499657
-19	0.10666470797150396	14134.66000961697	6.4798769226664	0.18953673521834338
-20	0.11223787497146986	13978.091912508438	6.54500932636582	0.2056126135593592
-30	0.17998345795786008	12823.439552535041	7.462288095958822	0.281659330867593
-40	0.2515026249748189	12008.76039581379	8.2602755859145	0.3754570325197697
-50	0.3205947089882102	11072.65890914407	9.101429788349552	0.42768342677576277
-60	0.387708208989352	10493.417911630044	9.85212316401294	0.4373953020148533
-70	0.45423775099334307	10029.999825112467	10.677459242580758	0.5163511111716196
-80	0.5255225010041613	9572.667130370646	11.455829938986382	0.5120385310994712
-90	0.5990400010196026	9135.285427262954	12.26240879536983	0.5672671783153467
-100	0.6712312920135446	8848.60094934448	12.997294596780423	0.6134673852233491
-110	0.7410312500142027	8759.238192379002	13.683360032570302	0.6063881710423992
-120	0.809929708018899	8602.14300644275	14.447528906126566	0.6175416939292576
-130	0.8822432080341969	8365.438057308796	15.1450086923969	0.6199855657487169
-140	0.9482204580272082	8282.646434052413	15.790126586133164	0.6103821276519001
-150	1.0158170830400195	8097.555349970099	16.39260141903477	0.6248800462285093
-160	1.0852790410572197	8060.298190978699	17.02338977636775	0.6271161358081702
-170	1.156473999057198	8068.633133616882	17.379877759001236	0.610154201223703
-180	1.2278943320561666	7971.888866807236	17.810634533175502	0.5993924269331955
-190	1.3027297900407575	7938.880584485717	18.0946423079782	0.5768137807499253
-200	1.3802944570488762	7848.741959505914	18.578631342475195	0.5894270975432349
-300	2.1208445410593413	7683.008253944518	22.585787417966266	0.679172367327814
-400	2.826503250049427	7645.502454896281	22.73458600799412	0.687243103721629
-500	3.5164769580587745	7571.143679866909	23.137270566824583	0.7038547317477117
-600	4.220346000074642	7704.347075908316	22.46217181592307	0.6466051549132178
-700	4.917130333080422	7563.777380499225	23.86563376875481	0.7161254058843097
-800	5.606651458074339	7600.11579650132	22.925565729347298	0.7547862816194084
-900	6.280244958063122	7591.35256570449	22.403801194139355	0.7211173922612196
-1000	6.9552035410597455	7618.704273722175	22.544952199293768	0.789751898437696
-1100	7.619305833068211	7618.86142305089	24.115114145714	0.7878323581921708
-1200	8.29147162506706	7603.709353139649	23.645624147404988	0.7434048147450119
-1300	8.966847959090956	7736.768204553828	19.466627383511664	0.7069195725183418
-1400	9.675568917096825	7699.288927170962	20.72989408230554	0.707726726886171
-1500	10.355925708106952	7457.864076526006	26.027319094685204	0.7660154805872553
-1600	11.0155814581085	7549.242290939029	23.728724551321257	0.6864064369833395
-1700	11.695935916097369	7626.655070117032	24.479414335533605	0.7402011098587288
-1800	12.36231624908396	7500.465678996541	25.47802494915706	0.7928267577850094
-1900	13.023127207095968	7610.251010228361	21.791686760332883	0.6917568976920424
-2000	13.695042124105385	7545.57391401542	24.438901035306717	0.7614865473185268
-2100	14.35762066510506	7592.501910839077	23.494366333479455	0.764126232387669
-2200	15.015852957090829	7482.076945483556	25.4168679359136	0.788089241932171
-2300	15.685543957079062	7595.401533273154	23.848656168553156	0.7320482036212853
-2400	16.347261290065944	7477.562528745769	26.73461334873702	0.7835150005485211
-2500	17.005302290053805	7555.418367635375	24.297028049949404	0.7727532498974615
-2600	17.73527949905838	7473.889182375166	28.918239365440265	0.827966737699255
-2700	18.461829999054316	7461.723237175169	30.51969534844202	0.8401562982761963
-2800	19.192769957066048	7517.647853360083	30.99453097488245	0.843177313608631
-2900	19.92077212408185	7464.552520133997	31.138019374230286	0.845397227452334
-3000	20.65798641607398	7502.828654565051	31.106812957959825	0.8434824995300205
-3100	21.383385083056055	7478.722370582989	31.20490810552774	0.845041469418693
-3200	22.113288541062502	7534.831673558403	31.17689921184173	0.8447424057016243
-3300	22.846187874063617	7503.320526630372	31.184810087289083	0.8434047401136966
-3400	23.577470499061747	7515.92133662068	31.22811790402838	0.845634626148289
-3500	24.30710758306668	7475.0538767387625	31.156961617537497	0.8445129756364737
-3600	25.03634754207451	7538.591433131833	31.175859636556005	0.8445814143641908
-3700	25.76606016707956	7548.590875177691	31.2372144166251	0.8456998980730794
-3800	26.500535834085895	7407.082638364274	31.20722825185533	0.8458179671294066
-3900	27.225879209086997	7494.327543224154	31.14780680852959	0.8433057846555523
-4000	27.9543561670871	7476.205694273909	31.177098058724315	0.8443956128214976
-4100	28.690763459075242	7426.073280580499	31.21971923558309	0.8459517353031316
-4200	29.415352584066568	7551.300348896837	31.145778818515602	0.8426258767524424
-4300	30.14638333406765	7550.037602692495	31.137034398287867	0.8427338879191443
-4400	30.88270845907391	7435.316631735172	31.123170801837116	0.8443129887099967
-4500	31.615327084087767	7556.582883878101	31.171717818048663	0.843843994550202
-4600	32.342360709095374	7505.762320921023	31.18602132371871	0.845460635689169
-4700	33.07093504208024	7467.704234545803	31.124620376601854	0.8440044699841511
-4800	33.81127912606462	7561.385853845055	31.171429839510175	0.843958142452845
-4900	34.53974558407208	7457.198962049401	31.178434231604932	0.8442296436450585
-5000	35.27587245905306	7478.173312524961	31.136917613014056	0.844442598101408
-5100	35.92768537605298	7552.710648222595	24.705345195729937	0.7237724274561633
-5200	36.581114876054926	7501.026378201093	26.691133372999087	0.7739215493622801
-5300	37.22895437607076	7577.249438104727	23.38757885074376	0.6966436944624014
-5400	37.90130870908615	7585.342767915269	22.526018995594754	0.6412459898062627
-5500	38.592627751088	7750.531706562106	20.85114549101489	0.5802736839648164
-5600	39.29228033509571	7530.837518958595	23.351747829596334	0.706328361918608
-5700	39.978671793069225	7634.840630563682	21.335406203614383	0.7288862708113234
-5800	40.67916341806995	7664.34759519791	21.812359134036573	0.7661901041704664
-5900	41.351565127057256	7630.931761122904	21.842072668132232	0.7459427439063208
-6000	42.00542533607222	7527.035341859644	24.77731990411753	0.7921638032921813
-6100	42.67993429405033	7614.251464709429	23.577371757410237	0.767913797143294
-6200	43.32238066903665	7530.8778456751625	27.418409133103395	0.8521343639080938
-6300	43.9576673770498	7562.451430461532	26.2416195908737	0.8437984917817327
-6400	44.56343683504383	7469.738639797274	28.218610904192065	0.8619321300513387
-6500	45.18468246006523	7481.309935388734	26.716749806007726	0.8489561426373475
-6600	45.80146433506161	7566.1523378877855	24.461141715102418	0.8138963246258564
-6700	46.438780835072976	7537.544335613078	24.712983191478983	0.8108030785993692
-6800	47.06622687607887	7481.804605663148	28.269150818001258	0.8432860121562992
-6900	47.69257933407789	7523.232294438285	27.238165269873775	0.8590471847168049
-7000	48.284372543072095	7456.144011508568	31.074821542045733	0.8883668756380394
-7100	48.902600960078416	7508.697732482978	24.2823271180592	0.8301614258477823
-7200	49.51226521006902	7490.366672514558	25.819860837407855	0.8390143998160852
-7300	50.12767233507475	7440.926108459216	30.202120189131314	0.8554050183846899
-7400	50.697490960068535	7466.990991434307	29.409550785433424	0.8692274830362318
-7500	51.286649210058386	7548.526667310843	28.345599275852074	0.8579333198836324
-7600	51.86435171007179	7469.100935539418	34.13722820012117	0.8736499640420984
-7700	52.46166779406485	7478.323715452513	31.298659107424463	0.8502560465394527
-7800	53.059969461057335	7463.856967692578	28.56415757016193	0.8283235570693641
-7900	53.678453503060155	7671.648034526222	21.34523126114039	0.7898472582697774
-8000	54.30632975307526	7646.457291173671	26.607370533764186	0.8367244562165836
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-8600	58.06358237803215	7468.687793405452	28.34351938254498	0.8443064980756049
-8700	58.68300371101941	7437.360001690397	28.08268676073169	0.8517135512318716
-8800	59.41478766899672	7398.196449581857	32.184962842440214	0.8689550510233727
-8900	60.14386100199772	7416.740983050842	33.61726547082244	0.8749148430165393
-9000	60.87130475201411	7499.225850887557	34.0262737204815	0.8761419548167068
-9100	61.599431377020665	7502.276847967806	34.1518596873394	0.8767873859643112
-9200	62.32712212702609	7546.943691206984	34.2187446856473	0.8777689718657762
-9300	63.04430233602761	7492.086770518851	34.2310998773182	0.8777721579724983
-9400	63.76495179501944	7470.970370797651	34.2620525455038	0.877114770393739
-9500	64.4823125040275	7494.1046482933225	34.22418208452162	0.8770195938688949
-9600	65.20289800403407	7462.3487569393565	34.270760938795455	0.8780273978553409
-9700	65.92516300405259	7417.064058600277	34.29035373162837	0.877853069480129
-9800	66.6548559210496	7434.410077167696	34.294250071545136	0.8784287913643868
-9900	67.37718900406617	7522.008381564956	34.28287767183211	0.877713641338964
-10000	68.10176433806191	7548.494718481619	34.2471545212872	0.876594355368743
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--- a/img/lighthouse200x300_pdps_known_rotation_15_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_rotation_15_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.158300437964499e-5	16984.761585634194	4.935377882355947	0.010713389784152977
-2	0.004544499999610707	16913.18898930401	4.998340859594887	0.02003995164343634
-3	0.008661250001750886	16750.193803920756	5.055288302008346	0.03079688152893856
-4	0.014498083997750655	16671.121063485978	5.134428792845256	0.043574713333592
-5	0.019589208997786045	16516.463176692465	5.2131053745546465	0.05259420146766833
-6	0.02791233401512727	16271.937825809135	5.299457076455073	0.06366235779386183
-7	0.03420216700760648	15945.210944968887	5.4008452669668605	0.07328524208133452
-8	0.04249612599960528	15974.181367505127	5.499620661364012	0.08125474959430541
-9	0.04726033398765139	15858.445837265735	5.573792168708679	0.09722364809866409
-10	0.05276854199473746	15503.39117557451	5.654036886849081	0.10149296859783202
-11	0.05727383401244879	15454.61012967366	5.7495501901365795	0.11720193284467302
-12	0.06327795900870115	15239.939731625193	5.860857413649669	0.12294234651272244
-13	0.07100850000279024	15059.040094573	5.9234178858606175	0.13136065627873253
-14	0.07828570899437182	14891.562142176792	6.03211256308824	0.14425750978442975
-15	0.08526483399327844	14664.861022472149	6.152844068588522	0.15093438857769398
-16	0.09174675098620355	14641.178398699278	6.21646557885688	0.1676228676829198
-17	0.09678504199837334	14529.909939062802	6.31286379644095	0.1694373998033091
-18	0.10385145799955353	14379.705098056555	6.4172091469064805	0.17670629832741128
-19	0.1087840830150526	14179.453368008217	6.479520197657715	0.18872684684363394
-20	0.11608445801539347	14020.848105462535	6.5445567863701415	0.20474623122689758
-30	0.18559258300228976	12871.947746376674	7.461218626935155	0.28007571114924296
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--- a/img/lighthouse200x300_pdps_known_rotation_20_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_rotation_20_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.1665979400277138e-5	17010.60981203518	4.935377882355947	0.010713389784152977
-2	0.0058933739783242345	16957.269247330314	4.998273477793603	0.019963184242795716
-3	0.0100874149648007	16796.535152519362	5.0552094878979705	0.030672355578776345
-4	0.016010539955459535	16717.933597236613	5.134344443753277	0.04340605095617018
-5	0.0211171229602769	16563.83212576386	5.21302843336576	0.05239181755896977
-6	0.028122955962317064	16324.733216814668	5.299314128453847	0.06336357637398685
-7	0.03564366398495622	15997.176440642923	5.400693664354997	0.07293268835172154
-8	0.04187357999035157	16024.045478132375	5.499434393277422	0.08089210352419995
-9	0.04749924599309452	15903.82903410132	5.573581535910027	0.09681226768866369
-10	0.052918246015906334	15548.742602702048	5.653822194105835	0.1010791744110165
-11	0.05757070402614772	15501.349395938454	5.749252139999921	0.11670492489870118
-12	0.0636387460399419	15287.098177994754	5.860517068048933	0.12240983623260109
-13	0.06955307902535424	15111.882069737021	5.923063322731754	0.13069417633154018
-14	0.07807420400786214	14943.6531649254	6.031794184746282	0.14358281024479844
-15	0.08300182901439257	14711.757239142917	6.152599353732066	0.15028235827057676
-16	0.09035578698967583	14689.589551297027	6.216136622436047	0.16683640080912465
-17	0.09523420399636962	14577.734809198468	6.312455465540533	0.1686636302932001
-18	0.10155928699532524	14429.615456010697	6.4169062987444985	0.17587494799195103
-19	0.10665678698569536	14228.036627320056	6.479138950267357	0.1878490944770629
-20	0.11233395399176516	14067.880770760916	6.54410628694958	0.2038202661711822
-30	0.18094478698913008	12923.999048167463	7.460223858256905	0.278627471640622
-40	0.2577787449990865	12115.738896476709	8.25824342900581	0.3714681815396256
-50	0.33160570400650613	11175.631444915423	9.097669034161825	0.42240031185246774
-60	0.40310232900083065	10610.529112073764	9.846188771963917	0.4313892421144876
-70	0.47352257900638506	10133.407897325416	10.670037260073599	0.5102673763684822
-80	0.5496873289812356	9683.298347781094	11.444907532242365	0.5045269267242886
-90	0.6263507039984688	9233.589947353623	12.249769743482641	0.5615313693910293
-100	0.6955080379848368	8951.596077584763	12.982365527434203	0.607391409943411
-110	0.7641968709940556	8864.662819296693	13.663698770979256	0.5998753322467112
-120	0.8355818709824234	8711.711796815518	14.422845598341162	0.610137831047127
-130	0.9117597459699027	8483.199800781305	15.117434791060482	0.61209271216068
-140	0.9838960789784323	8393.136155992956	15.757450863421834	0.6023734389860889
-150	1.0561057879822329	8212.025040643062	16.354327360345913	0.616233840128616
-160	1.1290902879845817	8168.664615947546	16.983494978658292	0.6191563155641852
-170	1.2027262879710179	8185.7185353769655	17.33747717456536	0.6023937851333159
-180	1.2774720379675273	8089.782181376659	17.76127685071774	0.5908049225634185
-190	1.3533883299678564	8053.6156689576965	18.032058692877563	0.5671187133881344
-200	1.4416179549589287	7953.107471369151	18.514748280382157	0.581834146296827
-300	2.2197995799651835	7801.315744747867	22.458530235275443	0.6715260024660531
-400	2.9571137889579404	7748.900277444891	22.630988854819986	0.6791723134319078
-500	3.6943163719552103	7683.631729351341	23.018225758307143	0.6945201705307553
-600	4.458152913954109	7808.932548599239	22.34739301720446	0.6373787950303524
-700	5.189189746975899	7663.4297430239085	23.7404417856948	0.7065087515212756
-800	5.905821746971924	7704.309487534995	22.81764180564844	0.7459022315487441
-900	6.618991163995815	7705.1826266361895	22.31701529892911	0.711816839292805
-1000	7.335477788990829	7722.960632439753	22.456271733343954	0.7809980493830307
-1100	8.04031203899649	7731.452789034261	23.9596825646927	0.7776689876639352
-1200	8.805719580996083	7711.142267214088	23.4949360829356	0.7347162724099969
-1300	9.534770039987052	7836.087205950493	19.447483180502005	0.6990487707262889
-1400	10.2761368729698	7810.653924673163	20.676841645227874	0.6997692090409146
-1500	10.99573670697282	7559.875059755109	25.837313176417727	0.757122244011189
-1600	12.023438206961146	7660.758630792936	23.59480724516658	0.6767111517941836
-1700	12.744133039959706	7742.926548764857	24.30209796592355	0.7291272068004956
-1800	13.461614998959703	7596.197872881636	25.31045891980009	0.7835396745461712
-1900	14.414920832961798	7719.347719231954	21.72854510941361	0.6848244415839478
-2000	15.324720582953887	7649.038413128641	24.290034286267556	0.7502605317608417
-2100	16.062473373953253	7696.103315922631	23.395183713987375	0.7551394181519381
-2200	16.77471116493689	7581.341941350032	25.261117731651265	0.7793275678844858
-2300	17.48640687292209	7708.932910093499	23.717980534987145	0.7213569926736827
-2400	18.20277420594357	7588.826814683032	26.524413449792856	0.7745881821501721
-2500	18.934685997955967	7657.82672059648	24.211669252180602	0.7648286554053747
-2600	19.663096372940345	7541.946127876794	27.550011067140012	0.8093816221699623
-2700	20.391214289935306	7530.158554532128	28.453864332998457	0.8159651226946395
-2800	21.124507372936932	7585.390856651825	28.714525360951843	0.8174285797232371
-2900	21.854524039954413	7532.74405245778	28.77044730111434	0.8178094993613546
-3000	22.573631914972793	7569.383178191517	28.76810514523738	0.8174374759747
-3100	23.306720372958807	7548.2050509918845	28.842550727657304	0.8191547865369685
-3200	24.035150289942976	7604.613504375768	28.820569929972365	0.8188096587535443
-3300	24.756679789948976	7571.64820549595	28.82549130619305	0.8177288833561563
-3400	25.459999830956804	7585.788224762272	28.82924133021532	0.8182279439661873
-3500	26.158951080957195	7540.577115085012	28.79817491969949	0.8182990408162895
-3600	26.906582997966325	7608.055418757323	28.823995460281733	0.8182173835826795
-3700	27.62535295597627	7617.627924286273	28.860938373060673	0.8191844982709519
-3800	28.317276080982992	7473.168485030741	28.816520576118116	0.8188428768889716
-3900	29.017794622981455	7563.534344013866	28.78226078043189	0.8173453677773136
-4000	29.717730247968575	7544.259633028575	28.810128177467604	0.8178257961881144
-4100	30.427200413978426	7492.549195360461	28.860983026962206	0.8189892658388662
-4200	31.133990371978143	7619.169666246597	28.79989911721712	0.8169194567716495
-4300	31.863084913988132	7616.292583780234	28.781518459530474	0.8170421840038031
-4400	32.56971741397865	7502.675056747199	28.770002575491237	0.8178931065767766
-4500	33.27111291399342	7622.268747666862	28.816331623587935	0.8181343223642997
-4600	33.96955637197243	7573.472396540831	28.800146731710633	0.8185262565611942
-4700	34.66592978895642	7536.614520378443	28.788833985591435	0.8182154527373355
-4800	35.37036374796298	7631.987927449299	28.811922733814384	0.8182831725576806
-4900	36.06545462296344	7526.787211508373	28.8264223191039	0.8186092519452005
-5000	36.79860383097548	7547.188523387972	28.797920305027596	0.8182676513301459
-5100	37.48748633096693	7654.01653495857	24.572538063259394	0.7138994333727131
-5200	38.18339753994951	7602.311512734022	26.545220472068813	0.7645280666860378
-5300	38.86604570693453	7683.727314624943	23.2916452239901	0.6866580932070944
-5400	39.574293414945714	7671.610119051637	22.428178861892544	0.6358018102892721
-5500	40.308246080967365	7856.506266465794	20.75006836926233	0.5718300768742566
-5600	41.05241474695504	7653.864662165214	23.196121011677747	0.6947908825457144
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--- a/img/lighthouse200x300_pdps_known_rotation_25_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_rotation_25_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.3750017387792468e-5	17036.45803843617	4.935377882355947	0.010713389784152977
-2	0.004920750012388453	17005.162552740978	4.998210440499573	0.01989122696950344
-3	0.010721042024670169	16846.818461004546	5.055130160748168	0.03054886195733225
-4	0.0170157500251662	16768.734385888558	5.134264470140812	0.043244460047165756
-5	0.024443750036880374	16614.4643946921	5.212944293661926	0.052190240222083864
-6	0.032168875040952116	16380.3147716353	5.299194970533515	0.06308969273832403
-7	0.03861062502255663	16053.23262867989	5.400566474280241	0.07261375093333282
-8	0.04666866603656672	16076.400605852617	5.499302418067636	0.08055837990327151
-9	0.05124358303146437	15952.504053366345	5.573432631246778	0.0964266833683668
-10	0.05832174903480336	15597.274901445502	5.653632755915028	0.10069933517519858
-11	0.06309908305411227	15550.985648362292	5.7490286005168825	0.11622998390510217
-12	0.07047241705004126	15337.440166346032	5.860228898311723	0.12187901167820091
-13	0.07679025005199946	15167.553657159804	5.922774201379464	0.13012303898893607
-14	0.08428600005572662	14999.174013444996	6.031521599107197	0.1429323740219062
-15	0.09067116706864908	14762.305701093555	6.152355813717552	0.14961300825231866
-16	0.09697050109389238	14741.21007108452	6.215864853497651	0.16610520967183795
-17	0.1033847090729978	14628.440095849526	6.312156587416757	0.1679701689035668
-18	0.11017887605703436	14482.811673135338	6.416641379429033	0.17516199089166742
-19	0.1156167090521194	14280.342620340105	6.4787715172627305	0.18708308756574782
-20	0.12173920904751867	14118.326829413492	6.543632756135588	0.20293973746121416
-30	0.1931887500686571	12978.708933978507	7.459517435633619	0.2773971809900377
-40	0.2721750830824021	12173.662082118079	8.257517669084411	0.36956329087544526
-50	0.34751362408860587	11232.036046791727	9.096177393511633	0.42014998639690276
-60	0.41832374909427017	10673.975102352151	9.843508583982425	0.4287012368091597
-70	0.49229529008152895	10189.430591554255	10.666649521031857	0.5077569758111443
-80	0.5699706650630105	9743.007965258097	11.440070951420147	0.5013094861477418
-90	0.6472419570782222	9286.218809155098	12.244106624497233	0.5586846831250571
-100	0.7194712480704766	9008.379919356885	12.975524014667432	0.6044460865014308
-110	0.7920764140726533	8922.248232006757	13.655256211487254	0.5970357240913172
-120	0.8677855800779071	8771.007230863823	14.411777668677829	0.6065822738669273
-130	0.9461131220741663	8546.534625048092	15.104769001165842	0.6085303497056861
-140	1.0204639550647698	8452.17869313293	15.742960452596863	0.5986425766619422
-150	1.0965052470564842	8273.334177702494	16.336860539730196	0.6122987015057609
-160	1.1710666220460553	8227.22360412647	16.96433047740871	0.6155380015768278
-170	1.2457705810375046	8249.433730702849	17.31601285661983	0.5986001220548078
-180	1.3228841640229803	8153.361299876968	17.735422638130615	0.5869171051945036
-190	1.4000980390119366	8115.390308026218	18.000810070987363	0.5628028754902441
-200	1.4810212480369955	8008.953703709957	18.48296652166439	0.5780319997085015
-300	2.2694766650383826	7864.716227283669	22.404435033000098	0.6678863165876615
-400	3.0329098740185145	7805.167254259783	22.58350355195061	0.6754551755233579
-500	3.7822160820360295	7743.450583002042	22.966030125422186	0.6904744183536446
-600	4.5412534980569035	7865.561095728671	22.294250873040102	0.6330837334179605
-700	5.289570082037244	7717.566527550956	23.68544784005303	0.701862934997791
-800	6.027116790035507	7761.019636381813	22.777283447519952	0.7418297553556962
-900	6.7586812900262885	7766.930368349117	22.276495178511894	0.7074732388306058
-1000	7.482037332025357	7779.748186711526	22.416894130567066	0.7767105196624577
-1100	8.207273707026616	7791.890065200269	23.886977567711046	0.7727509901293816
-1200	8.924417248024838	7769.67673036067	23.425727801853718	0.7304467701671189
-1300	9.657945165003184	7890.5112901295015	19.442100180990096	0.6950244358724238
-1400	10.41649820600287	7871.501487643188	20.651684842336685	0.6957533637791328
-1500	11.148728956002742	7615.646383161898	25.75430023499205	0.7528913606114618
-1600	11.862543747993186	7720.792063225015	23.53610459938785	0.6721291644397175
-1700	12.59042812298867	7805.576315982072	24.221699011551774	0.723825530581459
-1800	13.310956581000937	7649.40745807506	25.230318552887194	0.778776096125585
-1900	14.028655205998803	7778.663616140591	21.696275973460544	0.6816480033477612
-2000	14.77224420598941	7705.580953736973	24.225004823502005	0.7452701594624009
-2100	15.500101497978903	7752.430891346984	23.35226450060185	0.7507944308710588
-2200	16.21086574799847	7635.825929571018	25.190361582815175	0.775070269956368
-2300	16.94130933098495	7771.121316449181	23.658661543672146	0.7163326103177566
-2400	17.660661288973643	7647.860030135753	26.43437532040743	0.7707311407507962
-2500	18.38265545599279	7713.945414995487	24.174801988709284	0.7607487045087408
-2600	19.089490246988134	7579.975105373484	27.052625020180102	0.7975841965892861
-2700	19.788468454993563	7568.012162536432	27.768663687253778	0.8022057504672713
-2800	20.499084164010128	7622.611800080488	27.969613875466088	0.8032922037738249
-2900	21.201529414014658	7570.927329892415	28.017874950881403	0.8034305602010582
-3000	21.90538537199609	7607.069311815061	28.019304938770556	0.8034136304664135
-3100	22.608946912980173	7586.512462578789	28.077938657850684	0.8049267482971748
-3200	23.311048996984027	7643.084929893055	28.059664023475378	0.804604898573818
-3300	24.015238204970956	7609.953214924527	28.06527796589579	0.8037830211659431
-3400	24.717693829967175	7624.419962092668	28.060429374058273	0.8038102161983628
-3500	25.419979829981457	7577.882517782774	28.043648518760182	0.8039929120394936
-3600	26.121845496993046	7646.712629692958	28.068345886392212	0.8040518249938594
-3700	26.82603891400504	7656.054469269335	28.095440002925752	0.8047721540775693
-3800	27.523926955997013	7510.406721564839	28.060989258701877	0.804677278797235
-3900	28.226154080970446	7601.828344557941	28.027506082591692	0.8032508480004357
-4000	28.92533833096968	7581.912298292904	28.05379622297165	0.8035450143228106
-4100	29.629142871970544	7530.283998533004	28.096061192335018	0.8044567191240999
-4200	30.332633996964432	7656.934378647605	28.049968522723866	0.8031879007919659
-4300	31.038346996967448	7653.212086871685	28.02582289758309	0.8029905166281951
-4400	31.74718257994391	7540.288319809373	28.01759616113773	0.8038210857644369
-4500	32.44692287192447	7659.183264813418	28.05616701618598	0.8040212836013508
-4600	33.14698032994056	7610.805598058812	28.042263763017058	0.8043519256133137
-4700	33.84526212193305	7575.006939356938	28.036746282488494	0.8040909801591346
-4800	34.543415621941676	7670.283781295864	28.05256772017376	0.8041269400904157
-4900	35.24569545593113	7565.443945573589	28.06733421004376	0.8045377979901996
-5000	35.94865695593762	7585.598798337533	28.041976279159698	0.8039938508170368
-5100	36.64385833093547	7709.127375234199	24.50960143019089	0.7094510703338114
-5200	37.35519220592687	7658.149774432704	26.48177158373968	0.7598527084896053
-5300	38.06190274792607	7742.067632993954	23.24956241729561	0.681931709876919
-5400	38.78211224792176	7716.1781422267895	22.382770513673652	0.632886481669512
-5500	39.51845195592614	7913.742073286904	20.705599037960965	0.5681054863557181
-5600	40.27400016391766	7720.22217704841	23.127478161232958	0.6894610011026423
-5700	41.012527622893685	7801.6852901223465	21.194890987200328	0.716480869301299
-5800	41.76354908090434	7828.406828045541	21.702068382977796	0.7544527935229437
-5900	42.49736987191136	7777.060502936925	21.734264584144434	0.736214081508787
-6000	43.222460746910656	7677.765966439724	24.514012780551994	0.7826458895727514
-6100	43.95602057990618	7791.387267199786	23.376090024170555	0.7541308000311356
-6200	44.667465579899726	7680.664974355961	27.134107717256878	0.8396760491301912
-6300	45.3718635799014	7717.061319060069	25.997154317221426	0.8310954912305509
-6400	46.037683871923946	7621.048080955539	27.894672360439706	0.8491646983228088
-6500	46.7179864969512	7629.091665758529	26.42799298614296	0.8370169458191061
-6600	47.40297162195202	7731.708871737757	24.320007209256353	0.8003130742724529
-6700	48.11471095494926	7710.354205764435	24.60846701932997	0.7978521258659961
-6800	48.80738828793983	7641.074446132592	27.874753065026866	0.8291985371938344
-6900	49.5028448299272	7678.023866103773	27.025541270677955	0.8447787476317818
-7000	50.16905378791853	7590.283913172578	30.73596939152722	0.8761603709897844
-7100	50.865957745932974	7647.6513126922055	24.175295697632954	0.8177428460490632
-7200	51.54533387091942	7635.0508448486735	25.639086644278912	0.8248456482593033
-7300	52.21913837091415	7589.136568252853	29.841611816612556	0.8414954446661531
-7400	52.856322787934914	7605.811992347608	29.272441879919814	0.8563161569226613
-7500	53.52465466293506	7687.8681688042325	28.20332260938512	0.844571966775588
-7600	54.17140687193023	7609.435428080351	33.73519039666935	0.859984226689566
-7700	54.840452079923125	7616.219546333647	31.062428065600088	0.8373021110528851
-7800	55.51693766290555	7628.682965882036	28.334729318753148	0.8134221799471503
-7900	56.20739562189556	7830.13359032119	21.255518114432434	0.7773517558355888
-8000	56.90076666290406	7802.571223070503	26.338202723183453	0.8233714602159099
-8100	57.60952812191681	7753.006599990971	24.26475523421105	0.8242574600045239
-8200	58.31158153890283	7635.708333720564	26.748417837748022	0.8343308393487306
-8300	58.99051137189963	7624.280142354264	27.670576074143007	0.8438721207599575
-8400	59.67515299687511	7686.32360371171	25.832098899967264	0.8038625187541055
-8500	60.36724691386917	7660.509355813461	27.95216414346488	0.851386435507331
-8600	61.05988349686959	7633.120634491248	27.932110538900794	0.830098736230559
-8700	61.85974878887646	7590.301771287001	27.691104956011905	0.8384011971074047
-8800	62.65195307985414	7490.1785362291475	30.37862920310014	0.8786085539962765
-8900	63.388242204877315	7508.880763883343	31.127140080390404	0.8817201729422717
-9000	64.11541057989234	7588.365995961253	31.342185468511445	0.8818393015165621
-9100	64.8263862048916	7597.410618367154	31.429867056208707	0.883017462672304
-9200	65.54513499588938	7640.4266480526985	31.43250401941845	0.8825890063322326
-9300	66.25543587087304	7586.031233503669	31.461872880542	0.8830534105516887
-9400	66.96558774585719	7562.0066573993345	31.478672693449422	0.8828081286790433
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-9900	70.67019437084673	7617.082410684228	31.49403024403778	0.8829037353457182
-10000	71.37938737083459	7644.247425320034	31.49353815051584	0.883210938613134
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--- a/img/lighthouse200x300_pdps_known_zerodual_10_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_zerodual_10_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.724998583085835e-5	16958.913359233207	4.935377882355947	0.010713389784152977
-2	0.0019396249845158309	16869.73901349177	4.998467439640534	0.020175804489847262
-3	0.002760916977422312	16703.91677825856	5.0554488134929265	0.031026733530086767
-4	0.004839541972614825	16624.526515028556	5.1346113859779585	0.04386931767223887
-5	0.005629916966427118	16468.84542225144	5.213294114574945	0.052993770843658757
-6	0.007718916982412338	16215.75659242111	5.299879776614907	0.06436660299379718
-7	0.008520875999238342	15892.65687105313	5.401241217870059	0.0739287416433325
-8	0.01035612600389868	15923.284394820928	5.500111815863531	0.08200306076463647
-9	0.011103709985036403	15812.527181212297	5.574406363684705	0.09804314335341859
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--- a/img/lighthouse200x300_pdps_known_zerodual_15_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_zerodual_15_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.625007467344403e-6	16984.761585634194	4.935377882355947	0.010713389784152977
-2	0.0020133750222157687	16898.17668185815	4.998467439640534	0.020175804489847262
-3	0.0028804590401705354	16734.697687461823	5.0554488134929265	0.031026733530086767
-4	0.004803000018000603	16657.382606482843	5.1346113859779585	0.04386931767223887
-5	0.005633083026623353	16502.942750848706	5.213294114574945	0.052993770843658757
-6	0.008395958022447303	16254.05021632675	5.299879776614907	0.06436660299379718
-7	0.009231625008396804	15932.803896501318	5.401241217870059	0.0739287416433325
-8	0.011261041014222428	15959.664912689042	5.500111815863531	0.08200306076463647
-9	0.01212824901449494	15845.538180509702	5.574406363684705	0.09804314335341859
-10	0.014057499007321894	15491.44888600224	5.654625931559615	0.10229604084904509
-11	0.014876040018862113	15441.563906463183	5.750312246186651	0.11821368907978726
-12	0.016765957028837875	15227.41411955265	5.861724905203607	0.12401588765159346
-13	0.017575498030055314	15046.399099845865	5.924264022894618	0.13257474097378993
-14	0.019446665042778477	14880.908025511726	6.032822510323851	0.14551006585483925
-15	0.02027758106123656	14653.874728236957	6.153375739879835	0.15212334400972632
-16	0.022397373075364158	14628.342096713017	6.217243330251044	0.16921984403672463
-17	0.023232498089782894	14516.343707986962	6.31397874913405	0.17113936576159633
-18	0.02511020709061995	14367.679208473595	6.418003514959012	0.17850328176866254
-19	0.025914874073350802	14167.230091775675	6.480525867637045	0.19052080521137854
-20	0.028136707085650414	14008.194940379175	6.545892222572014	0.20669478589853527
-30	0.04149037308525294	12855.875258629107	7.464273160131276	0.28411892818068907
-40	0.055734498106176034	12048.960292329708	8.261852639523719	0.378297430326196
-50	0.07017533108592033	11107.574184640634	9.104914713549768	0.43235911357227874
-60	0.08416083108750172	10536.608234422476	9.857630952563945	0.4422192876351589
-70	0.09770399707485922	10067.479477307035	10.684781792620958	0.5216164875811328
-80	0.11199778807349503	9612.19715178144	11.467000349901106	0.5189883780923387
-90	0.1265194130828604	9180.101834558978	12.27481606243125	0.571283382450168
-100	0.14040445408318192	8884.736686836974	13.012040032444245	0.618279777353963
-110	0.15290091308997944	8794.096433654538	13.70209963825374	0.6112367643168227
-120	0.16844299610238522	8639.491113090602	14.470910505906659	0.6232892191625959
-130	0.1842719131091144	8407.335795891477	15.172194833020104	0.6264233462819233
-140	0.1983799961162731	8320.464018866953	15.821710589175844	0.617524477847716
-150	0.21187391309649684	8137.756029236529	16.430516475547073	0.6324012923896087
-160	0.2264505380881019	8097.467684646538	17.06247529622239	0.6338582781510321
-170	0.24110441308584996	8110.1226458411265	17.42060160469859	0.6165326462324046
-180	0.254923621105263	8015.13313115739	17.857849107942755	0.6074565411779499
-190	0.26880407909629866	7981.429743701256	18.15576214769819	0.585677843423022
-200	0.28307978811790235	7894.357629933547	18.640901719967736	0.5956781761696672
-300	0.4205233301327098	7728.536239749167	22.719406494002975	0.685558503821752
-400	0.5661186641373206	7684.6322824130475	22.83810745925336	0.6937682500612121
-500	0.7036866641428787	7613.934418851284	23.25331817729197	0.711205261394875
-600	0.8427187061461154	7742.355669840713	22.57462747658941	0.6545305739526719
-700	0.9828663311491255	7601.489851503763	23.991629399386973	0.7238100093476666
-800	1.1212620811420493	7635.252833645216	23.038995072670918	0.7613663274220207
-900	1.2629285811563022	7634.83279592717	22.497815437221593	0.7286534453920954
-1000	1.4018829981505405	7650.37272760178	22.635706041988172	0.7961162206733496
-1100	1.54179804015439	7657.465873162078	24.265974602678988	0.7950933718040875
-1200	1.6802702481509186	7640.62250085431	23.793602283760663	0.7499053195079757
-1300	1.819592706131516	7777.301946607014	19.478122220551086	0.7124314057599488
-1400	1.9580220811476465	7741.3252040970565	20.77412185268087	0.713528735072288
-1500	2.0972275391686708	7493.257760947246	26.224024326203295	0.772549108452112
-1600	2.238397998182336	7589.850897192323	23.856129058905058	0.6939166063072911
-1700	2.3762729142035823	7666.353470542658	24.65218029325176	0.7486673462614408
-1800	2.515866789210122	7536.658750415075	25.648572415223363	0.7990731804191292
-1900	2.6550620392081328	7651.219406354386	21.84834700613517	0.6964167857559111
-2000	2.7962244972004555	7580.411230708741	24.593363623370493	0.770704018355624
-2100	2.93655924720224	7631.180559378155	23.586673862362613	0.7705525487307358
-2200	3.0791986222029664	7516.449045056117	25.571820371579534	0.7942692176566357
-2300	3.220293289225083	7636.854265261005	23.977884589476567	0.7398594806352297
-2400	3.3585092892171815	7514.136376897253	26.94923416739181	0.7903827949283326
-2500	3.500140705233207	7593.12637640859	24.37413341043184	0.7777712319890222
-2600	3.6252234132261947	7934.2967808080275	28.02938069349125	0.5876388921135011
-2700	3.748036621225765	7974.7041785136535	28.905162748328458	0.5871685534820623
-2800	3.8673332042235415	8043.789646263038	29.088236953779205	0.5916418797791123
-2900	3.9913327042304445	8000.568550631639	29.075623457045428	0.5904838625618795
-3000	4.113315579219488	8055.331046815524	29.009012544722896	0.5880706504695119
-3100	4.233350746217184	8017.79236610366	29.02484807624319	0.5892074021104357
-3200	4.355827205203241	8073.277204042774	29.065719652020775	0.5922875141058751
-3300	4.475925872218795	8046.361142750457	29.05743311216568	0.5903406501453371
-3400	4.595505330245942	8054.237274247523	29.044752794852776	0.5898892693842392
-3500	4.716591038246406	8019.707492888008	29.013400308530755	0.5889597004196794
-3600	4.839299080253113	8085.659466981985	29.05922800190703	0.5907905208741615
-3700	4.9578768722421955	8087.221832631068	29.08328563556001	0.5915730693763563
-3800	5.082177414238686	7950.887717442918	29.02582433488056	0.5889207148924319
-3900	5.203753248235444	8036.694105129233	29.039167121904693	0.5885519320877365
-4000	5.325900081254076	8014.010625646153	29.04721807337397	0.5894594002834123
-4100	5.446750248258468	7972.840542452512	29.10266820262232	0.5924665952646434
-4200	5.566937998257345	8091.545739141573	29.058885942342847	0.5898028376185384
-4300	5.6905391652544495	8090.851658439543	29.071522043768432	0.5909329051499157
-4400	5.812108957266901	7979.804347373911	29.048780541918717	0.5902712098233494
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--- a/img/lighthouse200x300_pdps_known_zerodual_20_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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-iter	time	function_value	psnr	ssim
-1	9.834009688347578e-6	17010.60981203518	4.935377882355947	0.010713389784152977
-2	0.0021665839885827154	16926.61435022453	4.998467439640534	0.020175804489847262
-3	0.0031509999826084822	16765.478596665085	5.0554488134929265	0.031026733530086767
-4	0.005282249971060082	16690.23869793713	5.1346113859779585	0.04386931767223887
-5	0.006798166956286877	16537.04007944597	5.213294114574945	0.052993770843658757
-6	0.008853499952238053	16292.343840232388	5.299879776614907	0.06436660299379718
-7	0.009802790940739214	15972.950921949505	5.401241217870059	0.0739287416433325
-8	0.012045665935147554	15996.045430557157	5.500111815863531	0.08200306076463647
-9	0.012999123922782019	15878.549179807109	5.574406363684705	0.09804314335341859
-10	0.015114748908672482	15524.511772599682	5.654625931559615	0.10229604084904509
-11	0.01606270790216513	15475.928772134812	5.750312246186651	0.11821368907978726
-12	0.01889216690324247	15262.702593306372	5.861724905203607	0.12401588765159346
-13	0.019826791889499873	15087.375132298606	5.924264022894618	0.13257474097378993
-14	0.021950083901174366	14922.380279870464	6.032822510323851	0.14551006585483925
-15	0.02292679192032665	14689.75449546593	6.153375739879835	0.15212334400972632
-16	0.025038666906766593	14664.998775823835	6.217243330251044	0.16921984403672463
-17	0.025983833911595866	14551.794475105515	6.31397874913405	0.17113936576159633
-18	0.02805341689963825	14406.110031948087	6.418003514959012	0.17850328176866254
-19	0.02902766689658165	14204.519971849022	6.480525867637045	0.19052080521137854
-20	0.0311452918977011	14043.245955168935	6.545892222572014	0.20669478589853527
-30	0.04678783388226293	12895.430642259369	7.464273160131276	0.28411892818068907
-40	0.06161458385759033	12093.610206560894	8.261852639523719	0.378297430326196
-50	0.0768382508540526	11148.940404582141	9.104914713549768	0.43235911357227874
-60	0.09262054285500199	10585.801740714309	9.857630952563945	0.4422192876351589
-70	0.10821537583251484	10110.763355110956	10.684781792620958	0.5216164875811328
-80	0.12306433383491822	9658.701964885871	11.467000349901106	0.5189883780923387
-90	0.13822637582779862	9226.171784583568	12.27481606243125	0.571283382450168
-100	0.15386337583186105	8927.12284512842	13.012040032444245	0.618279777353963
-110	0.16755325082340278	8836.477638708802	13.70209963825374	0.6112367643168227
-120	0.18277108381153084	8684.449938104452	14.470910505906659	0.6232892191625959
-130	0.19820008383248933	8456.7661595564	15.172194833020104	0.6264233462819233
-140	0.21382920880569145	8366.068326271017	15.821710589175844	0.617524477847716
-150	0.2290995008079335	8185.755871072021	16.430516475547073	0.6324012923896087
-160	0.2434790428087581	8142.351990933776	17.06247529622239	0.6338582781510321
-170	0.2584083348046988	8159.447965266972	17.42060160469859	0.6165326462324046
-180	0.2738638768205419	8065.2268763636	17.857849107942755	0.6074565411779499
-190	0.28895400182227604	8031.089754838711	18.15576214769819	0.585677843423022
-200	0.3038204598124139	7942.989279633926	18.640901719967736	0.5956781761696672
-300	0.4520374598214403	7779.915422708148	22.719406494002975	0.685558503821752
-400	0.6045646268175915	7728.7962178850985	22.83810745925336	0.6937682500612121
-500	0.7554622518073302	7662.1003345782565	23.25331817729197	0.711205261394875
-600	0.902378251805203	7786.4344136519085	22.57462747658941	0.6545305739526719
-700	1.0578126268228516	7643.4948850936	23.991629399386973	0.7238100093476666
-800	1.2109322098258417	7677.458395685245	23.038995072670918	0.7613663274220207
-900	1.3621965018392075	7683.537026540935	22.497815437221593	0.7286534453920954
-1000	1.5107071688398719	7690.568888111369	22.635706041988172	0.7961162206733496
-1100	1.6611472938675433	7703.172112764044	24.265974602678988	0.7950933718040875
-1200	1.809067293885164	7684.579054174179	23.793602283760663	0.7499053195079757
-1300	1.9567657108709682	7819.901047718886	19.478122220551086	0.7124314057599488
-1400	2.109353085863404	7788.391482145247	20.77412185268087	0.713528735072288
-1500	2.261732752871467	7535.102123454761	26.224024326203295	0.772549108452112
-1600	2.4124622528615873	7636.198722820192	23.856129058905058	0.6939166063072911
-1700	2.5608527108561248	7714.034576541285	24.65218029325176	0.7486673462614408
-1800	2.7114332938799635	7576.852790002423	25.648572415223363	0.7990731804191292
-1900	2.8635774188733194	7697.034518569627	21.84834700613517	0.6964167857559111
-2000	3.0156762938713655	7622.000280180247	24.593363623370493	0.770704018355624
-2100	3.1665473768662196	7674.502246100208	23.586673862362613	0.7705525487307358
-2200	3.319495876872679	7556.675733010589	25.571820371579534	0.7942692176566357
-2300	3.46806916888454	7684.144658356121	23.977884589476567	0.7398594806352297
-2400	3.621471084858058	7558.331486665732	26.94923416739181	0.7903827949283326
-2500	3.7719539598328993	7635.83731778372	24.37413341043184	0.7777712319890222
-2600	3.898014501843136	8123.707673552091	28.02938069349125	0.5876388921135011
-2700	4.020837418851443	8183.737030711311	28.905162748328458	0.5871685534820623
-2800	4.145119543856708	8256.450627142658	29.088236953779205	0.5916418797791123
-2900	4.269165793841239	8215.548292593334	29.075623457045428	0.5904838625618795
-3000	4.408426335838158	8272.12358888776	29.009012544722896	0.5880706504695119
-3100	4.538360126840416	8234.602087337562	29.02484807624319	0.5892074021104357
-3200	4.668440334848128	8288.583794920425	29.065719652020775	0.5922875141058751
-3300	4.79513991784188	8262.629967665884	29.05743311216568	0.5903406501453371
-3400	4.921400375838857	8270.742155104928	29.044752794852776	0.5898892693842392
-3500	5.048932792851701	8236.611111510383	29.013400308530755	0.5889597004196794
-3600	5.178790167876286	8300.923327369414	29.05922800190703	0.5907905208741615
-3700	5.3033560848853085	8302.903831095537	29.08328563556001	0.5915730693763563
-3800	5.4308618348732125	8167.3973117670375	29.02582433488056	0.5889207148924319
-3900	5.558657209883677	8252.875326451354	29.039167121904693	0.5885519320877365
-4000	5.681231001886772	8230.514723887456	29.04721807337397	0.5894594002834123
-4100	5.804547501873458	8188.338491383919	29.10266820262232	0.5924665952646434
-4200	5.927710417861817	8307.530274212026	29.058885942342847	0.5898028376185384
-4300	6.052456542849541	8306.382496723469	29.071522043768432	0.5909329051499157
-4400	6.17634437585366	8196.159323140413	29.048780541918717	0.5902712098233494
-4500	6.304639041860355	8316.017395336623	28.997006092875356	0.587198941290399
-4600	6.433630124869524	8272.062809230938	29.02333320887007	0.5879167189491902
-4700	6.560285624873359	8223.83367966958	29.049740395228106	0.589075091119697
-4800	6.683789790869923	8320.747934549412	29.011184919417445	0.5884603341473775
-4900	6.806923081894638	8206.924950280107	29.048957021964664	0.590213126307587
-5000	6.929981998895528	8233.813398896598	29.04226557449336	0.5899135203732593
-5100	7.079851831891574	7635.041526021778	24.77547162822182	0.7316822067189566
-5200	7.229024289903464	7578.280474455712	26.828342412932557	0.78089302335303
-5300	7.382465956907254	7661.75248108361	23.483806923178662	0.7043670815053158
-5400	7.529290748905623	7685.351986410539	22.620856777808278	0.6440904396660247
-5500	7.680259915912757	7833.884560384862	20.953424480554848	0.5878424208674432
-5600	7.82682783290511	7629.930403846276	23.509292825193135	0.7159935484303545
-5700	7.9750492498860694	7718.76946152288	21.426886973398496	0.7336066947022946
-5800	8.122340208909009	7748.454943558717	21.889824285279804	0.7725060288699114
-5900	8.273648958886042	7721.028636470507	21.91061839411028	0.7482559911120288
-6000	8.421523333876394	7607.334075034913	24.958263967290584	0.794567382911344
-6100	8.571534916874953	7704.6045189253155	23.708071967470833	0.7742140133793282
-6200	8.721099125861656	7604.426524907318	27.599787029427883	0.8566108623143331
-6300	8.875964458857197	7635.429704151342	26.405289533419275	0.8489730555141957
-6400	9.028511208860436	7543.496950242093	28.427111263755638	0.8665284715642672
-6500	9.180555708851898	7549.984925576057	26.90428413947278	0.8532134757010693
-6600	9.33023379187216	7646.17290967766	24.553410169576043	0.8194201233383606
-6700	9.48331183285336	7623.880718690918	24.77775966302247	0.8164724405579613
-6800	9.632736082858173	7563.273120090463	28.53270921496041	0.8471210911156501
-6900	9.783080624853028	7598.398388049739	27.374155200260684	0.864547148534463
-7000	9.937742207868723	7519.583137328513	31.282971302071626	0.8911434827875399
-7100	10.089063832856482	7572.90380658317	24.342861927043977	0.8353065551339183
-7200	10.239670915849274	7558.468221251307	25.93323867750941	0.8438450003617077
-7300	10.392479540867498	7513.099694848921	30.4208211802314	0.8589119532260716
-7400	10.54438224984915	7533.033223852948	29.470470190753364	0.8730352588947304
-7500	10.695982999866828	7610.0768429301015	28.420568211272833	0.8618460805951674
-7600	10.851015124848345	7535.78652915	34.34414477914387	0.8783484556917667
-7700	11.00502249985584	7543.461029311939	31.42021429444248	0.8550306169831859
-7800	11.156831207859796	7544.3042708595185	28.70627512300696	0.8346146284296364
-7900	11.306876916845795	7745.037585095213	21.407920572992232	0.7958845892697302
-8000	11.458574208867503	7716.353824435709	26.792612115051103	0.8432793418211301
-8100	11.610403167869663	7677.215618805441	24.497771954827428	0.8414527437108628
-8200	11.76206483488204	7557.7807021341205	27.243664319113417	0.8519512491249401
-8300	11.914247000881005	7545.1952038161335	28.37126253919188	0.8620621211552932
-8400	12.072268250864	7603.322340584365	26.254300763142865	0.8224898119888756
-8500	12.228017750865547	7579.316618684907	28.542003367878806	0.868772884363042
-8600	12.380713791877497	7547.342482197005	28.620537872496786	0.8494105145892671
-8700	12.532093832880491	7507.093330686671	28.348750269266304	0.8564511271560822
-8800	12.657844332890818	8042.27998134518	28.946433287970137	0.5356090198402483
-8900	12.7837453748798	8115.838763996339	29.063427184417534	0.5221408784772622
-9000	12.910500165889971	8217.447868265315	29.052107341411784	0.5200824193748534
-9100	13.034909665875603	8217.045341127536	29.039827247304927	0.5208602120752459
-9200	13.15853033287567	8265.435069098303	29.058823976299042	0.5226241343891268
-9300	13.284967207873706	8210.701103556781	29.08647464816648	0.5235454524990651
-9400	13.41190324985655	8193.88760383407	29.042820446426397	0.5209604255379142
-9500	13.536929999856511	8220.19224873571	29.067653624786082	0.521782115151297
-9600	13.66415479083662	8177.324684780272	29.042613172000745	0.5217534515855219
-9700	13.790283290843945	8141.185992387167	29.023170439484115	0.5204761950372044
-9800	13.913803124858532	8156.744320345601	29.02641480676396	0.5211963948491668
-9900	14.037995915859938	8238.999650160507	29.047705761381387	0.521986185794193
-10000	14.164488249865826	8273.908146237605	29.000981050816634	0.5201943107555316
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--- a/img/lighthouse200x300_pdps_known_zerodual_25_10000_100.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,138 +0,0 @@
-# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 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4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_zerodual_25_10000_100", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.1333002476021647e-5	17036.45803843617	4.935377882355947	0.010713389784152977
-2	0.0021234579908195883	16955.052018590908	4.998467439640534	0.020175804489847262
-3	0.003057457972317934	16796.259505868347	5.0554488134929265	0.031026733530086767
-4	0.005173332989215851	16723.094789391413	5.1346113859779585	0.04386931767223887
-5	0.006136416981462389	16571.137408043236	5.213294114574945	0.052993770843658757
-6	0.008293791965115815	16330.637464138028	5.299879776614907	0.06436660299379718
-7	0.009304416977101937	16013.097947397693	5.401241217870059	0.0739287416433325
-8	0.011487791955005378	16032.425948425273	5.500111815863531	0.08200306076463647
-9	0.0124389169504866	15911.560179104514	5.574406363684705	0.09804314335341859
-10	0.014550082938512787	15557.574659197124	5.654625931559615	0.10229604084904509
-11	0.015525707945926115	15510.29363780644	5.750312246186651	0.11821368907978726
-12	0.018574874935438856	15297.991067060093	5.861724905203607	0.12401588765159346
-13	0.01957062495057471	15128.351164751346	5.924264022894618	0.13257474097378993
-14	0.021875749953323975	14963.852534229201	6.032822510323851	0.14551006585483925
-15	0.022849832952488214	14725.634262694904	6.153375739879835	0.15212334400972632
-16	0.025701207952806726	14701.655454934653	6.217243330251044	0.16921984403672463
-17	0.02669141595833935	14587.245242224066	6.31397874913405	0.17113936576159633
-18	0.029054915969027206	14444.540855422576	6.418003514959012	0.17850328176866254
-19	0.0301049159897957	14241.80985192237	6.480525867637045	0.19052080521137854
-20	0.03236916600144468	14078.296969958696	6.545892222572014	0.20669478589853527
-30	0.04970037401653826	12934.98602588963	7.464273160131276	0.28411892818068907
-40	0.06610004001413472	12138.26012079208	8.261852639523719	0.378297430326196
-50	0.08176237303996459	11190.306624523646	9.104914713549768	0.43235911357227874
-60	0.09808558103395626	10634.995247006143	9.857630952563945	0.4422192876351589
-70	0.11498128905077465	10154.047232914876	10.684781792620958	0.5216164875811328
-80	0.13069641403853893	9705.206777990303	11.467000349901106	0.5189883780923387
-90	0.14637220604345202	9272.24173460816	12.27481606243125	0.571283382450168
-100	0.16330733106588013	8969.50900341987	13.012040032444245	0.618279777353963
-110	0.17861083106254227	8878.858843763066	13.70209963825374	0.6112367643168227
-120	0.1951641640625894	8729.408763118303	14.470910505906659	0.6232892191625959
-130	0.21079949708655477	8506.196523221324	15.172194833020104	0.6264233462819233
-140	0.22761145507683977	8411.672633675082	15.821710589175844	0.617524477847716
-150	0.24450108007295057	8233.755712907514	16.430516475547073	0.6324012923896087
-160	0.260312913072994	8187.236297221012	17.06247529622239	0.6338582781510321
-170	0.27587928806315176	8208.773284692816	17.42060160469859	0.6165326462324046
-180	0.29253574708127417	8115.32062156981	17.857849107942755	0.6074565411779499
-190	0.309580789093161	8080.749765976166	18.15576214769819	0.585677843423022
-200	0.3258482051023748	7991.620929334305	18.640901719967736	0.5956781761696672
-300	0.485069913091138	7831.294605667129	22.719406494002975	0.685558503821752
-400	0.6406000790884718	7772.960153357149	22.83810745925336	0.6937682500612121
-500	0.800646996096475	7710.26625030523	23.25331817729197	0.711205261394875
-600	0.9592929960926995	7830.513157463103	22.57462747658941	0.6545305739526719
-700	1.120770746114431	7685.499918683437	23.991629399386973	0.7238100093476666
-800	1.2779464960913174	7719.663957725274	23.038995072670918	0.7613663274220207
-900	1.4410244541068096	7732.241257154698	22.497815437221593	0.7286534453920954
-1000	1.6029402881104033	7730.765048620958	22.635706041988172	0.7961162206733496
-1100	1.762935579114128	7748.87835236601	24.265974602678988	0.7950933718040875
-1200	1.9198665381409228	7728.535607494048	23.793602283760663	0.7499053195079757
-1300	2.075130330165848	7862.500148830759	19.478122220551086	0.7124314057599488
-1400	2.2324711221735924	7835.457760193437	20.77412185268087	0.713528735072288
-1500	2.393517372169299	7576.946485962274	26.224024326203295	0.772549108452112
-1600	2.5549328301858623	7682.546548448061	23.856129058905058	0.6939166063072911
-1700	2.714760955161182	7761.7156825399115	24.65218029325176	0.7486673462614408
-1800	2.871510538185248	7617.046829589772	25.648572415223363	0.7990731804191292
-1900	3.024418079177849	7742.849630784869	21.84834700613517	0.6964167857559111
-2000	3.1811805381730665	7663.5893296517515	24.593363623370493	0.770704018355624
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--- a/img/shepplogan256x256_pdps_known_dualscaling_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, save_prefix = "img/shepplogan256x256_pdps_known_dualscaling_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	0.0834464579820633	551878.3375775854	-0.14938477322295188	0.005295187802576954
-2	0.15260066697373986	468812.9625101878	0.3312468094237798	0.007808614420388298
-3	0.16675108298659325	437830.5802892286	0.6988226250411194	0.009994003602973194
-4	0.19539220799924806	392345.9136854262	1.0230683471482094	0.012169503240854878
-5	0.20951837400207296	356090.5859466806	1.3249249220876882	0.0142870405302544
-6	0.23810020700329915	317316.33945813257	1.6068336621714252	0.015037512386742117
-7	0.25222658200073056	279293.5515389062	1.913659324806348	0.017004196817064894
-8	0.28109720698557794	242147.8070998037	2.2242345022860524	0.019391001137177802
-9	0.2952810399874579	201912.3697546894	2.555961131175934	0.021960543767075118
-10	0.32405558199388906	163953.16184470573	2.8788889672299844	0.023876585223839984
-11	0.3381448319996707	127752.35059539476	3.216986608857609	0.026954301895775037
-12	0.3667516660061665	91508.93461884651	3.552907450339183	0.029893563132600526
-13	0.3817392490163911	56362.74771165523	3.901143296014089	0.03377183777291338
-14	0.4103606660210062	21248.706718878875	4.253899813769514	0.03887562715244755
-15	0.4246336660289671	-7225.135482939054	4.587107036833073	0.041829546352068786
-16	0.4544288750330452	-38411.552865388505	4.948269502770675	0.04858614669729055
-17	0.4696705420210492	-55238.91999447959	5.230322192105304	0.05005737681460247
-18	0.49867570903734304	-100460.2367202353	5.691540604651467	0.06654287500254442
-19	0.5130524180422071	-131254.04847382294	6.079903678886135	0.07997216814384585
-20	0.5430232090584468	-161200.16277340183	6.474356325009723	0.09231565763666824
-30	0.8121738760673907	-372666.8272902403	10.607486554517562	0.3510710879291381
-40	1.0351337090542074	-459001.7784451309	14.32889565294817	0.5195695804532854
-50	1.253191209048964	-484629.35413514054	16.38854345686587	0.6142862893824343
-60	1.4668655420537107	-489210.9810729421	17.234140977743245	0.68084390639396
-70	1.6801876670506317	-489590.7089037717	17.654176904496026	0.714197261743714
-80	1.894556833052775	-489895.4616949568	17.979937063288183	0.7389063904492403
-90	2.1071804580569733	-490570.7058003865	18.19718136849863	0.7545881418247959
-100	2.3203542910632677	-490540.7941823069	18.342000535156537	0.7653123955071244
-110	2.535437916056253	-490563.64960390446	18.37965058488917	0.7732585714566407
-120	2.752570832060883	-490840.8715707544	18.465088442327236	0.7783762585742481
-130	2.9658882900548633	-491100.2997737985	18.172066798893418	0.7736615531514561
-140	3.179604082077276	-491447.7757902918	17.803391513734862	0.757834347890759
-150	3.394121582095977	-491173.1929234823	18.453170381312788	0.7839544446621489
-160	3.6087362900725566	-490703.21061416727	17.82436858216672	0.773452000045697
-170	3.8226137490710244	-490842.86558665306	18.70403276448198	0.7914404944028395
-180	4.035834999056533	-490508.10552996036	18.467292279858817	0.7909121406836954
-190	4.249053958046716	-491347.70436960174	18.48007892614315	0.7916883555683265
-200	4.464610083057778	-490412.7392464937	18.228274215774878	0.7905474778978737
-300	6.603133749071276	-490915.395468945	18.75431979852085	0.7981812694665691
-400	8.728168666071724	-490752.3968593209	18.798966853808853	0.8021601360667552
-500	10.853408791066613	-490456.400037701	18.747032334092836	0.8017432508232615
-600	12.973750041070161	-491361.04449169704	18.920826185332587	0.8099229397176065
-700	15.089314374083187	-490889.581976416	18.877151613019347	0.8073097413265702
-800	17.205436957097845	-490689.18885861104	18.82856681762997	0.8073258154140222
-900	19.319642707094317	-490978.2224827562	18.92976724354257	0.809924056050403
-1000	21.432914874108974	-491499.8213406812	18.660464221943606	0.8013195002364026
-1100	23.54748533212114	-492008.2430606722	20.663190197314076	0.8649701200350899
-1200	25.66561633211677	-491828.2964182147	21.41333898281178	0.8880287522983359
-1300	27.77574491512496	-492167.7097308018	21.868534678683133	0.9003594034099603
-1400	29.890404081117595	-492096.4311601812	22.19615488041658	0.907772012639539
-1500	32.00152249811799	-492067.3409534285	22.46513031447065	0.9139655034903877
-1600	34.11231970609515	-492128.7627560836	22.69161711166831	0.9190408454390149
-1700	36.22363987308927	-492032.76939008123	22.891406072868676	0.9226836559976546
-1800	38.3420356650895	-492217.94999176555	23.06896854845668	0.925645008473005
-1900	40.44919987409958	-492188.9727578296	23.22487503374476	0.9267383668348083
-2000	42.56245370808756	-492231.9822095419	23.368905461591346	0.9297733928999605
-2100	44.6730196660792	-490876.00424694637	19.05034581632424	0.8147725300357754
-2200	46.778114082087995	-492096.7064685468	18.66339219803495	0.7868822429478532
-2300	48.89909499807982	-489848.55082368216	18.759537012193398	0.8021393628710767
-2400	51.01079249806935	-490729.42057240964	18.838718275762535	0.8067076066513987
-2500	53.12532399807242	-491560.80682277796	18.57157594668398	0.7996735197462028
-2600	55.23767949806643	-491163.3228481609	18.94208624171725	0.8103542627188353
-2700	57.35152045608265	-490868.97408574744	18.842283942870885	0.8056937579377551
-2800	59.466626872104825	-490980.65765785734	18.94542953102999	0.8091800549609216
-2900	61.58335191410151	-491432.7950733792	18.89576284278104	0.8101672881050505
-3000	63.691999580099946	-490925.9873975505	18.861564602465837	0.8062418790221851
-3100	65.80403283011401	-492239.93337341474	18.306455267850424	0.7891081424986554
-3200	67.91656087210868	-489925.6405415195	17.18883624761286	0.7578730064344055
-3300	70.03202253911877	-491541.44412273704	18.3420805065109	0.783607381293829
-3400	72.14293383111362	-490623.49605180643	18.442484993197223	0.7822612480717931
-3500	74.25468645611545	-491535.96329446137	18.706371930277864	0.8006527994747763
-3600	76.37047408110811	-491743.08706469747	20.64472511509718	0.8647421060966646
-3700	78.48261674810783	-492091.2141451866	21.410389674225854	0.8864733817909107
-3800	80.59532674809452	-491898.0911959351	21.86814848158928	0.899465648720454
-3900	82.70994112308836	-492088.03824088123	22.197516242489222	0.9070492104727416
-4000	84.82018383208197	-491862.47834544606	22.456885287094337	0.9141848267825663
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--- a/img/shepplogan256x256_pdps_known_dualscaling_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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
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--- a/img/shepplogan256x256_pdps_known_dualscaling_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_dualscaling_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.99998121894896e-6	555362.1431745938	-0.14938477322295188	0.005295187802576954
-2	0.028405958000803366	470925.17616532935	0.33128901310516273	0.007809209856234543
-3	0.04285175001132302	439247.75044379354	0.6989382300321884	0.00999638774451896
-4	0.07197379099670798	393426.83171812515	1.023238034213088	0.012174303324216627
-5	0.08639979100553319	356950.23877562676	1.3250861043160929	0.014295990677234218
-6	0.1157831660239026	318137.9274369853	1.6071912534559465	0.015060192390215851
-7	0.1303349580266513	279993.0787466161	1.914145246841622	0.01704517669489634
-8	0.1585559580125846	242752.0467490483	2.2246877327461028	0.019441041133600276
-9	0.17258779201074503	202445.33188692178	2.5563756699696922	0.02202305698975953
-10	0.20218791702063754	164454.38558355687	2.879418814858789	0.023968973639743436
-11	0.21607508300803602	128200.8062427812	3.2174676469673913	0.027058432983705877
-12	0.24430466600460932	91926.03363650513	3.5534699131127763	0.030037586580614537
-13	0.2590638320252765	56748.446533691975	3.9017331506567814	0.033945296904857286
-14	0.2877003730391152	21615.13919826201	4.254521072486488	0.039096676555540597
-15	0.3023457480594516	-6876.178259919853	4.587655773051368	0.042054649396762914
-16	0.33238462306326255	-38079.7835645778	4.948790430420934	0.04883603272349871
-17	0.3468871230725199	-54912.78237027924	5.230768445761113	0.05027542016784221
-18	0.3762657060578931	-100157.8414352843	5.692035903013096	0.06676012710241425
-19	0.3907156230707187	-130958.08134638345	6.080431101984987	0.08022366166468053
-20	0.42007783107692376	-160907.02769993476	6.47497545271817	0.09259383030165247
-30	0.6398833730781917	-372455.9932077385	10.608607966026014	0.35193770273011254
-40	0.8591459560848307	-458840.3491068815	14.33143960677395	0.5208350594349048
-50	1.0717415390827227	-484513.2308983297	16.39175238527701	0.6161313253348648
-60	1.289948414079845	-489118.6139033828	17.235739818101074	0.6825322765507233
-70	1.5067883300653193	-489507.3553148646	17.654964586651417	0.7154402915743585
-80	1.718404038081644	-489816.37786262855	17.979897280815702	0.7399964674795858
-90	1.9296553301101085	-490494.2977767671	18.196558061301772	0.7555604121855333
-100	2.1432070381124504	-490466.4760089136	18.34109475953175	0.7660377873711308
-110	2.3410042461182456	-490491.07538719644	18.377647014685103	0.7736611328133107
-120	2.5519769131205976	-490769.5752512487	18.463788816060315	0.7785949224842015
-130	2.7662445801252034	-491029.92810309347	18.1707620572138	0.7737165704906055
-140	2.978654664126225	-491377.25220944424	17.80295304185078	0.757729989635455
-150	3.1898161641147453	-491104.71751694265	18.451285198456354	0.7837249866053302
-160	3.4016204971121624	-490632.0645378118	17.820876442026847	0.7731071478568267
-170	3.615903414116474	-490774.46001953207	18.700528339251743	0.7910668342892859
-180	3.8292358311009593	-490438.12665086135	18.46159384940835	0.7904093268953087
-190	4.041970456106355	-491278.38434046274	18.47682217185414	0.7912048968667797
-200	4.253305456106318	-490341.2047618	18.22256930439599	0.7899441001018632
-300	6.368177081109025	-490847.97273602	18.75184004672701	0.7976147552484164
-400	8.509662372118328	-490682.2990563273	18.794208586621913	0.801540258460975
-500	10.612133705115411	-490387.44017098047	18.742966892710243	0.8011722027752445
-600	12.73557991310372	-491291.04066030105	18.91762606182653	0.8093008017520842
-700	14.85104012209922	-490818.6197947094	18.8742597497327	0.8067039078297094
-800	16.958502788096666	-490618.9135656453	18.826338345905793	0.8067233338231974
-900	19.056203580083093	-490907.9715684495	18.927302999533495	0.8093365815864948
-1000	21.14490574708907	-491431.56547519064	18.660635173265582	0.8008523409341068
-1100	23.24699399707606	-491887.71909889096	20.674982584060405	0.8643517723398253
-1200	25.339977122086566	-491706.2819340002	21.479856101862353	0.8876850509647213
-1300	27.439165831106948	-492046.25230146025	21.97169370408142	0.8998560726711925
-1400	29.561389081092784	-491976.2238039845	22.31929419571415	0.9070940419310163
-1500	31.672424747084733	-491948.0296208293	22.59678405543565	0.9129918372858472
-1600	33.77197870510281	-492010.4746493579	22.81670160476849	0.9178305379977154
-1700	35.879402788123116	-491914.56417447794	23.005013073874036	0.9210810322644079
-1800	37.990278163109906	-492098.6994296475	23.16515378911963	0.9238374834015044
-1900	40.09060103810043	-492069.0618137283	23.295175266282875	0.9246101693885451
-2000	42.19602649609442	-492113.6507588395	23.414444975545223	0.9273048026462489
-2100	44.2955700790917	-490806.91112985346	19.05457539498575	0.813836037817834
-2200	46.402196787094	-492029.7141724087	18.66200787379722	0.7862336845072149
-2300	48.50618374609621	-489779.19161294075	18.7552084318572	0.8015181258991371
-2400	50.59692420408828	-490659.3361598611	18.83571645170637	0.8060704492605169
-2500	52.70533549608081	-491488.19235031854	18.566119834870356	0.7989091456045959
-2600	54.81232532908325	-491092.5976121734	18.938692616150192	0.8097382236472648
-2700	56.90835607907502	-490798.8349187997	18.83869995572742	0.8050721517665043
-2800	59.00784462108277	-490909.9312368591	18.942914897492706	0.8084931157475677
-2900	61.102820121072	-491361.6180585805	18.892690601820526	0.8094765975607041
-3000	63.20554187108064	-490854.86156699987	18.85771377788068	0.8055459479137933
-3100	65.30295578809455	-492170.56507933827	18.3026817236227	0.7884634090899849
-3200	67.40596737209125	-489854.83602542104	17.187088088082863	0.757325645671659
-3300	69.51521287209471	-491474.46335508075	18.33852483969199	0.7830885709654883
-3400	71.61149562211358	-490559.3800254079	18.438581963961138	0.7818380628961945
-3500	73.7077064551122	-491466.20199405536	18.700369399617017	0.7999871214509082
-3600	75.81799416310969	-491620.930492808	20.640374132020575	0.8641214686896098
-3700	77.9184531220817	-491966.2487075263	21.45560061733905	0.8864376102912128
-3800	80.05759778909851	-491775.64841273276	21.950331907464154	0.8994828085643086
-3900	82.17514008111903	-491965.13040276757	22.299210796869907	0.9064856156468493
-4000	84.26656541411649	-491741.20834848814	22.558791844852966	0.9133618668717041
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--- a/img/shepplogan256x256_pdps_known_dualscaling_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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-iter	time	function_value	psnr	ssim
-1	9.207986295223236e-6	557104.045973098	-0.14938477322295188	0.005295187802576954
-2	0.028936165967024863	471981.20537266677	0.331309931470565	0.00780950109675331
-3	0.04338904097676277	439955.54370681307	0.6989971807327523	0.009997610420959629
-4	0.07302166597219184	393966.5089843691	1.0233257317790625	0.012176867273167604
-5	0.08742412397987209	357379.33105922735	1.325168063318857	0.014300643001064286
-6	0.11671808297978714	318547.1121639246	1.6073666757774265	0.01507146583349386
-7	0.13124520797282457	280340.82108179317	1.9143848575246258	0.01706564444670293
-8	0.16048379096901044	243052.33124046115	2.2249113578427617	0.019465971736322536
-9	0.17486574899521656	202709.7941177888	2.5565799048176565	0.022054052945797896
-10	0.20506095699965954	164702.2715197853	2.8796751707921424	0.02401363792911145
-11	0.21947170700877905	128423.17472506093	3.217700149350544	0.027108785578567204
-12	0.24875049901311286	92131.92546056745	3.55373699756016	0.030105338479746144
-13	0.26380474903271534	56938.73455587887	3.9020128515038293	0.03402702349457309
-14	0.29303249903023243	21795.584928512708	4.254815888407076	0.03919980921784248
-15	0.30745849903905764	-6704.143863129527	4.587913671699341	0.04216002814837927
-16	0.3374015400186181	-37916.58299581713	4.949033535123057	0.04894957622870519
-17	0.3518408730160445	-54752.12811317481	5.230972780901981	0.05037670865934964
-18	0.38131149802939035	-100008.58704778181	5.6922622737512	0.06685322236543702
-19	0.3957434560288675	-130812.59015556314	6.0806683345364405	0.08032712241654347
-20	0.42505720604094677	-160763.26098001207	6.475249900379968	0.09270829017029979
-30	0.6442891650367528	-372352.3634638055	10.609090472152838	0.35228612107949797
-40	0.8622963740490377	-458761.3435593636	14.332532579521045	0.5213237426911955
-50	1.0800649160519242	-484456.49220096297	16.39305767362204	0.616802218245452
-60	1.298122291045729	-489073.2471731545	17.23630358094587	0.6831254169470047
-70	1.5164249580411706	-489466.2918351664	17.655102519267793	0.7158572833923768
-80	1.7350305830477737	-489777.33417512185	17.9796215641882	0.740342801680443
-90	1.9531612080463674	-490456.5184364967	18.196036890033568	0.7558454277560986
-100	2.17139062404749	-490429.69281110604	18.340491686451855	0.7662434255771454
-110	2.37677487405017	-490455.2599720102	18.376767130329775	0.7737716899019359
-120	2.5947417910501827	-490734.3754236461	18.463203600559414	0.7786484474758155
-130	2.813722666032845	-490995.26189365156	18.170351159749497	0.7737203367599264
-140	3.0314590830239467	-491342.1035879721	17.802766882295348	0.7576821284895665
-150	3.2501070410071407	-491070.9325188839	18.450683546991577	0.7836348520605229
-160	3.4679355820117053	-490597.28951924056	17.819703216142436	0.7729787778408399
-170	3.685957957030041	-490740.81588350295	18.699373623050068	0.7909228085058495
-180	3.904418832011288	-490403.9049938704	18.459632738827036	0.7902199165235035
-190	4.123022081999807	-491244.162838876	18.47558350135676	0.7910259594555398
-200	4.342341665003914	-490306.32917306485	18.22051989454816	0.7897252115192077
-300	6.493175873009022	-490814.7520954128	18.750793407613475	0.7973335253618156
-400	8.646825247997185	-490647.8696212861	18.792227317370354	0.8012538630914909
-500	10.78453049797099	-490353.46014437254	18.741193920848108	0.8008678965419409
-600	12.952669372985838	-491256.51134989754	18.916185794899405	0.808977853754137
-700	15.126652997976635	-490783.63278233475	18.872813069883502	0.8063736149640539
-800	17.293245497974567	-490584.25822453626	18.82532992946881	0.8063941401662738
-900	19.47811391495634	-490873.3309313425	18.92618129966658	0.8090534651894636
-1000	21.640406664955663	-491397.83287073614	18.66054105536143	0.8006033584285728
-1100	23.812934914953075	-491830.15036379703	20.665408183866067	0.8627130840566676
-1200	25.979024039959768	-491647.6954365358	21.47530764136114	0.8857556783265372
-1300	28.14946374797728	-491987.87879101303	21.967767162280328	0.8976075864521873
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--- a/img/shepplogan256x256_pdps_known_greedy_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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-1	1.3249984476715326e-5	551878.3375775854	-0.14938477322295188	0.005295187802576954
-2	0.02859279199037701	468827.564316725	0.33258274578096236	0.007825034688697092
-3	0.04274737599189393	437747.8869922036	0.7002955474560318	0.010030756520539974
-4	0.0713810010056477	392278.01814471214	1.0245663108570522	0.012230094609696133
-5	0.08559258401510306	355957.6921161749	1.3264605799838103	0.014388679431533515
-6	0.11425462600891478	317177.8182759224	1.6085920864360725	0.015153047132392357
-7	0.12834146001841873	279190.1276659364	1.9153471626502185	0.017155802802958454
-8	0.15691741902264766	242042.9238473173	2.2259422892274157	0.01959554256619074
-9	0.1710460850445088	201836.0443962774	2.557672815522421	0.02223424084623279
-10	0.19956012605689466	163887.40527375854	2.880699844953796	0.024199859736346176
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--- a/img/shepplogan256x256_pdps_known_greedy_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_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
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--- a/img/shepplogan256x256_pdps_known_greedy_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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
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--- a/img/shepplogan256x256_pdps_known_greedy_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.083014447242022e-6	557104.045973098	-0.14938477322295188	0.005295187802576954
-2	0.029586749034933746	471983.6540618846	0.33441611741231925	0.007846228800132788
-3	0.044215374044142663	439716.1686826284	0.7023567610920866	0.01007747699862438
-4	0.07369691503117792	393767.59833533695	1.0267598159400402	0.01231721763059669
-5	0.08828249902580865	357030.8401919023	1.3286859486578622	0.01454110493563185
-6	0.11769208204350434	318177.0847298133	1.6113905146872551	0.015345831838657679
-7	0.1326910820498597	280056.34945266164	1.9183002740111554	0.017431102056660836
-8	0.1620788740401622	242770.91390131964	2.228885200747395	0.019959962863228584
-9	0.17669070704141632	202503.95038259035	2.5604940412883592	0.022707872089076347
-10	0.20670254004653543	164517.6930635871	2.8838270291881547	0.02479362413932084
-11	0.22124816503492184	128246.59050633818	3.222005517343722	0.028131329095687326
-12	0.2507310400251299	91983.4353534334	3.5581288321989146	0.03128845455824707
-13	0.2652225400379393	56813.78954714858	3.9065955490147743	0.035397106042615034
-14	0.29468474903842434	21683.748098812302	4.25955676531998	0.040701490463271595
-15	0.3092261240526568	-6797.717093623554	4.592621334420993	0.04405467393213784
-16	0.33873924904037267	-38002.73100567458	4.953911999357324	0.0512006282519476
-17	0.3532412070489954	-54788.914630198386	5.235993187851699	0.05264880857326108
-18	0.3828034570615273	-100020.0155697296	5.697680801341873	0.0692137650431679
-19	0.3975732900726143	-130809.87671188745	6.086461436324102	0.08279169102608515
-20	0.4269692060770467	-160767.88023422327	6.481565759238952	0.09546284427151142
-30	0.6483939980971627	-372401.99701508664	10.620081311114047	0.3612183589572347
-40	0.8681768730748445	-458749.7720578562	14.349724353357875	0.5324661667328444
-50	1.089173748070607	-484457.44620981265	16.40550937842847	0.6304482780325049
-60	1.3127817890781444	-489058.2914718148	17.234975716201482	0.6941017873680744
-70	1.5356836640567053	-489441.3761280672	17.64172861496685	0.7236018263637622
-80	1.7596561230602674	-489746.7933128059	17.95428597063874	0.7460748804590762
-90	1.9808686230680905	-490421.7762974292	18.16143479190967	0.7605278238010115
-100	2.203101248072926	-490393.96125918307	18.296869296382827	0.7693925869296775
-110	2.4094826650689356	-490418.8388109435	18.32743304176449	0.7756648896105045
-120	2.6318201230606064	-490698.4626560694	18.408929771926516	0.7794547792359676
-130	2.8539124140515924	-490965.51015891565	18.1276643868659	0.774010146310847
-140	3.0767204140720423	-491322.2564736992	17.772892646228616	0.7579739353028929
-150	3.3002061640727334	-491033.3187194123	18.39068965976179	0.7824199961972451
-160	3.52199262205977	-490576.510515375	17.786518964727527	0.7717308173790927
-170	3.744380122050643	-490695.4229037886	18.61878501433499	0.7882885350936021
-180	3.9670969970466103	-490357.9411572716	18.37747085846435	0.7870695370240812
-190	4.189793372032	-491202.6336069375	18.39898081865885	0.7878461149649759
-200	4.41368541304837	-490274.31604717346	18.15976237165218	0.7864171965885518
-300	6.6269359130528755	-490773.3552855475	18.66374576608006	0.7926426625712277
-400	8.833549330040114	-490601.4550289536	18.697155553827557	0.7963237899404544
-500	11.036455788038438	-490313.4248180571	18.655619616250792	0.7964862424455024
-600	13.243687288020737	-491210.76600622234	18.82334027796452	0.804450621698307
-700	15.451865497016115	-490743.84492411907	18.784536553927047	0.8022043255236118
-800	17.652542747033294	-490542.4947483391	18.742867662441874	0.8023296925594198
-900	19.84996512203361	-490829.92173096817	18.838083623901593	0.804425943822491
-1000	22.028104747034376	-491361.90625421033	18.585869666480452	0.7963744642080346
-1100	24.211464705032995	-491824.6081015451	20.614972414639027	0.8614969770600681
-1200	26.374290080013452	-491645.8350095365	21.435016851677258	0.8849800093395535
-1300	28.527330830023857	-491987.0080694264	21.93392160620445	0.8969773610018156
-1400	30.705635580030503	-491917.5547679532	22.279433159459366	0.9040533752666903
-1500	32.85968258001958	-491889.7897057531	22.55181714359139	0.9098768417712171
-1600	35.02210466301767	-491952.65537934186	22.76002956097406	0.914671456325276
-1700	37.171349705022294	-491856.7333135275	22.937194444447535	0.917684734731026
-1800	39.32840999701875	-492040.44205482944	23.083224552922612	0.9204111202583952
-1900	41.4736028299958	-492010.32249486324	23.197751051103612	0.9208809936358214
-2000	43.61529491300462	-492055.6450871392	23.303213510512148	0.923150925742225
-2100	45.77695112102083	-490739.2934434491	18.95578083336112	0.8086089444626987
-2200	47.91381124602049	-491953.8990845071	18.568572402696077	0.7813168163721429
-2300	50.038103371014586	-489702.3009478735	18.663733893599638	0.7967503165885931
-2400	52.173378121020505	-490583.12965898117	18.7497072386473	0.8014394751803597
-2500	54.30424299603328	-491410.7838365118	18.485839072642055	0.794142236203067
-2600	56.43788803802454	-491010.81744289276	18.842871230052815	0.8045269535059822
-2700	58.58572920403094	-490720.5368544288	18.746421796991246	0.8003017815109441
-2800	60.75294966204092	-490829.5707913181	18.849329014307898	0.8035027727184301
-2900	62.88761528703617	-491283.2510750983	18.80243152396482	0.8043916409510954
-3000	65.03769245301373	-490776.9088710788	18.768388334847344	0.8006572943419284
-3100	67.25414212001488	-492103.888518187	18.234218098822772	0.7845027026372708
-3200	69.47017703700112	-489804.38500533387	17.169656204099184	0.7542281486226668
-3300	71.68316857900936	-491401.48444707005	18.259888999202946	0.778945696882899
-3400	73.88913737100665	-490480.42611435405	18.345972673999928	0.7775341775195009
-3500	76.08916707901517	-491384.5611125522	18.60920589077474	0.7946886976916987
-3600	78.30577670401544	-491556.8433171787	20.570776778947323	0.8606525458980165
-3700	80.51597778702853	-491904.5538744193	21.40276759615009	0.8834385963255885
-3800	82.71390637100558	-491715.84820018616	21.90376351523845	0.8965418598577385
-3900	84.92893249599729	-491905.32742715324	22.25072970458747	0.903350744460516
-4000	87.13047895397176	-491682.245718139	22.501528178957948	0.9102532814547576
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--- a/img/shepplogan256x256_pdps_known_noprediction_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, save_prefix = "img/shepplogan256x256_pdps_known_noprediction_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.2707983842119575e-5	551878.3375775854	-0.14938477322295188	0.005295187802576954
-2	0.027455207979073748	511762.6762748136	0.09035124024425467	0.00519645817930506
-3	0.040376540971919894	471905.12479492085	0.34074803598632303	0.0053424268543263344
-4	0.06795433297520503	431561.83623518044	0.5967932959428549	0.005634381031389109
-5	0.08084304098156281	392250.2538752461	0.816085117101838	0.00017454703660101464
-6	0.10820512496866286	353395.3381444892	1.0723675209370906	0.0005594059015100963
-7	0.12119108397746459	315382.67176386266	1.3376550145347055	0.000506423991266807
-8	0.14868025097530335	277011.2142694752	1.6020717501575468	7.669629614094143e-5
-9	0.16157408399158157	238782.42988323266	1.8996417748100838	0.0020841813045841644
-10	0.1926674999995157	200673.84805247898	2.1823715624375124	0.0023072270285181126
-11	0.20556441700318828	163796.81446780355	2.492319706825214	0.0034183215694146615
-12	0.23274870900786482	127473.17183506374	2.786828382757607	0.004250110152529438
-13	0.24562370899366215	91862.43047016693	3.0925617696754677	0.004532128887926853
-14	0.2728040419751778	57525.40266063641	3.3869186490476206	0.004352726586196695
-15	0.2858130009553861	23625.243317812627	3.7156604664606956	0.007201192596195009
-16	0.313043250964256	-8528.15065962959	4.015455227778796	0.005187996518973011
-17	0.32597925094887614	-38052.9506865902	4.231216063612667	0.0016292425475554623
-18	0.3532711259322241	-70113.46012010332	4.663000634673421	0.00889241688230793
-19	0.36620629293611273	-99694.49542750046	4.9820279440978785	0.008470538995175707
-20	0.39369291794719175	-128142.39268057625	5.304982170417115	0.008799890284916043
-30	0.5951338339655194	-340440.31171963277	8.387290952333986	0.04994023498655416
-40	0.7977614169940352	-443061.83539941855	11.211063956251863	0.18153279511723275
-50	0.998638832999859	-475476.69896889996	12.623801085069356	0.28561609430531865
-60	1.2009241249761544	-484216.1414172726	13.665687098331444	0.3405936278575281
-70	1.402006790973246	-484023.8835502245	13.725848126654256	0.35986891926842635
-80	1.6028052489855327	-483893.03476922476	13.857422447087842	0.36388362458501855
-90	1.8045765819842927	-487365.7264359214	14.74110179518759	0.3970545488510735
-100	2.005351414962206	-487562.9971583935	14.964819959237392	0.42223834999309273
-110	2.191947414947208	-481443.8061153458	13.779288076028873	0.3497312136374916
-120	2.394672123948112	-483094.9062181984	14.215634374980732	0.35005203861815537
-130	2.5955835409404244	-481465.689450985	14.013131970317136	0.3375151773531573
-140	2.7959135409328155	-481721.50672382663	14.04974404502541	0.3341772172884403
-150	2.9977033329196274	-485613.2367119625	14.876566668339443	0.38295964800148147
-160	3.198434624937363	-487307.35702596325	15.17209916024407	0.4023929961729698
-170	3.4002654999494553	-486692.83544183755	15.427045990094317	0.4243516782186473
-180	3.6008963749336544	-486969.8788087038	15.623435899034705	0.4353107369267369
-190	3.8017001249536406	-488046.9048776141	15.59673553606181	0.45470731173279266
-200	4.0031875409476925	-488214.92731904914	15.906895449131147	0.4662133816105871
-300	5.9992274579708464	-490141.55533056054	16.84130898584539	0.5989427527021232
-400	7.995635582978139	-488901.5181651319	16.724408701908196	0.6681364265271069
-500	9.986792624986265	-485444.78181832517	15.517815995237704	0.6413251875899091
-600	11.980554375011707	-489268.42541724845	16.285093994102176	0.6531164138775719
-700	13.975758875021711	-488633.5457809607	16.153627084556675	0.6468383624872704
-800	15.969611458014697	-483590.43240738765	15.159762019708067	0.5849980015915978
-900	17.963976875005756	-488257.49426574644	16.33443053783647	0.6729532542258758
-1000	19.957228500017663	-490416.03401899495	16.814052425184073	0.7056430231861903
-1100	21.94559370802017	-491852.77746538405	19.025647566825043	0.8034208528941347
-1200	23.93479854101315	-491773.0237273761	19.936262100049017	0.8450551132429504
-1300	25.927199666009983	-492136.17451705417	20.517600149665217	0.8662901169171147
-1400	27.916584457998397	-492073.6057824432	20.958346977348967	0.8783150471962636
-1500	29.90590645800694	-492048.56342839095	21.3201432721848	0.8874934898861007
-1600	31.892764416028513	-492114.40826147486	21.62503347760964	0.8950477396773366
-1700	33.88125370803755	-492020.3215959467	21.895793740377336	0.9009700390224764
-1800	35.869459249050124	-492207.323388348	22.141744160849374	0.9060577607019956
-1900	37.85484162403736	-492179.91908458516	22.365046798161508	0.9094193916209306
-2000	39.8423195410287	-492223.53833846207	22.57161065820302	0.9141879637323398
-2100	41.835085332015296	-486028.81118067115	15.205581539690233	0.6211119514475685
-2200	43.8299174150161	-490969.46455074655	16.620091522138015	0.627249327204551
-2300	45.82600674801506	-487657.40786587296	16.234350081000425	0.6518188773476752
-2400	47.82188999801292	-488461.62944889977	16.075949624375536	0.6197253002974803
-2500	49.8166332480032	-489734.7693556024	16.211518160882015	0.6555179571788028
-2600	51.80703287301003	-486545.4182200225	15.547835555641454	0.6279845523114893
-2700	53.811648706003325	-489056.1544667643	17.127782772692953	0.6633951773011924
-2800	55.808713915001135	-487604.2827009419	16.039243029886165	0.662436688515945
-2900	57.80081191501813	-484523.6059504403	15.166428128076614	0.6050800982934144
-3000	59.7950489979994	-484141.30962730356	15.052430674491873	0.606184106868368
-3100	61.794447205989854	-491323.07830380934	16.5318060178763	0.6556265598732326
-3200	63.790023413981544	-489427.46878631035	16.222957283029366	0.6549220520064809
-3300	65.78799203896779	-489883.7858988657	16.24462644069596	0.6390928495134239
-3400	67.78219908097526	-481532.5647313757	14.796787045934447	0.5669650409822241
-3500	69.77956091499072	-489727.333219283	16.250409590224013	0.6491836398145916
-3600	71.77058324799873	-491551.38788407156	18.5447821523188	0.7661468091941731
-3700	73.76161049801158	-492019.6047552764	19.460353255658344	0.816703661953789
-3800	75.74982320601703	-491856.61371740437	20.04769880100168	0.8459420273585645
-3900	77.73607729002833	-492058.48975168914	20.49741633540013	0.8644412333719713
-4000	79.72538299803273	-491839.4828972337	20.867411436456944	0.8795773354700132
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--- a/img/shepplogan256x256_pdps_known_noprediction_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_noprediction_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.208007784560323e-6	553620.2403760896	-0.14938477322295188	0.005295187802576954
-2	0.02762370801065117	513439.3212587065	0.09104785394961323	0.005200245414703512
-3	0.04067983300774358	473517.51931144646	0.342203392237152	0.0053506556410293764
-4	0.06836566599668004	433110.65062826267	0.5990745400884531	0.0056468673139719785
-5	0.08138854100252502	393734.69535154814	0.8192467321010416	0.00018062464361841887
-6	0.1097835410037078	354815.82316064945	1.076499428498285	0.0005679225410536211
-7	0.12284962402191013	316738.9215779871	1.3428489706029556	0.0005174636816589821
-8	0.15046833202359267	278300.3692741485	1.6084120458207227	8.711920660133682e-5
-9	0.16339124902151525	239999.6786048153	1.9072759196239066	0.0021041479748484574
-10	0.1913285410264507	201813.39144418816	2.191391297927679	0.0023319199225912243
-11	0.20468233301653527	164854.3314752581	2.5028967925282526	0.003453292483778092
-12	0.23307424900121987	128439.66380033168	2.799047225686402	0.00429176376918638
-13	0.2464594150078483	92734.47625168406	3.106604809352052	0.00458649388355915
-14	0.27470091500435956	58296.88521130908	3.4028734405316707	0.00440811386847227
-15	0.2881329150113743	24290.011194762814	3.7337906987645724	0.007289683366307183
-16	0.31654224800877273	-7973.2355883908285	4.035851340607019	0.005280381302037795
-17	0.32996791502228007	-37611.42927752244	4.253509810017592	0.0016916188868313724
-18	0.35826704002101906	-69782.19347768293	4.688472771921671	0.00905176091009887
-19	0.37169445704785176	-99472.25510088925	5.010281170765128	0.008671003413021898
-20	0.40015308203874156	-128028.5763035642	5.3362358164647965	0.009083720528801239
-30	0.609399540029699	-340912.8588589325	8.456052031134822	0.05458131969368836
-40	0.8198380400426686	-443415.1415204785	11.32963974444154	0.1920380112451492
-50	1.0293265400396194	-475541.62626084563	12.765962482397683	0.2966670248628602
-60	1.2389924570452422	-484123.99153451424	13.840691853219225	0.350913100846754
-70	1.4530814150639344	-483951.56316579005	13.906766688149713	0.3693560130840968
-80	1.6618760820711032	-483868.09545729455	14.046290119229813	0.37368741458089416
-90	1.8735945400840137	-487370.0117763966	14.98092424448865	0.408731629507986
-100	2.0833326240826864	-487586.45864804543	15.215366616494922	0.43492905198732834
-110	2.276069082086906	-481508.68435806007	13.94450024847766	0.3621380985600092
-120	2.4798389150819276	-483174.575843799	14.388638066204894	0.36440019684795855
-130	2.6797877070785034	-481561.8950563923	14.168455295437855	0.3526884230119835
-140	2.879640082072001	-481824.0092397076	14.191629574411975	0.3505278498797797
-150	3.0833094150875695	-485701.08321704174	15.044101369652614	0.4034840481603547
-160	3.2845406240958255	-487367.8843857522	15.351593543864688	0.42777844959164923
-170	3.4922389570856467	-486733.57192496565	15.614937702145717	0.45347974716581296
-180	3.701769457082264	-487003.6122728525	15.814503505303739	0.46783992293262355
-190	3.911134207068244	-488052.37813656835	15.77882651928469	0.4917326259804073
-200	4.120853207074106	-488224.9886953536	16.09955233929185	0.508760351899741
-300	6.188566040073056	-490100.75895226846	17.041057461233347	0.6702141819800758
-400	8.238013540074462	-488853.6165134672	16.87201347819598	0.7053309478695519
-500	10.24820483205258	-485442.1859298067	15.598893427147562	0.6529507776852822
-600	12.3281156240555	-489143.2539332847	16.310519114185524	0.6645153580233125
-700	14.339886124042096	-488544.15825269057	16.23455006671015	0.6597964699175547
-800	16.366170041030273	-483589.9032406306	15.202686476793021	0.5970455216006145
-900	18.435974916035775	-488221.58500348113	16.45134724391809	0.6869511933653614
-1000	20.43121062402497	-490341.7026185156	16.923447372048408	0.7167478064954915
-1100	22.50461204102612	-491787.0547165667	19.339852949540184	0.8192556369029913
-1200	24.547631124034524	-491714.8313684328	20.368508300507393	0.8580945312517989
-1300	26.6045258740196	-492078.26936277945	21.007825319610582	0.8760663800497048
-1400	28.68354153999826	-492015.63579888915	21.464790540480184	0.8867818472959474
-1500	30.688802457007114	-491991.1937348859	21.838091327823665	0.8960279515800917
-1600	32.73996504000388	-492057.4123834854	22.15382366185453	0.903908236275906
-1700	34.8127801650262	-491963.54362871713	22.432254238436474	0.9101406072676519
-1800	36.80744249903364	-492149.9663763947	22.676222056732378	0.9155194787483997
-1900	38.88012579100905	-492122.4043354301	22.888114421098997	0.918320653314058
-2000	40.92858916599653	-492166.7528609622	23.080181933509007	0.9222422074531422
-2100	42.952800248982385	-485980.9871985475	15.174632441613545	0.631694189752042
-2200	45.02897987398319	-490894.3549158828	16.741807478683274	0.6436091682622906
-2300	47.0506688739988	-487605.37654196564	16.315039932441277	0.6615566721349979
-2400	49.089052456984064	-488360.24074288766	16.155936545476152	0.6334984037331683
-2500	51.15834120698855	-489662.53508692625	16.328772450633522	0.6691750836939225
-2600	53.18369699898176	-486497.4496612683	15.604110547904142	0.6426202218597742
-2700	55.26458604098298	-489035.4608125701	17.366583295890166	0.686675904174708
-2800	57.30709641598514	-487556.34783364815	16.136285094957763	0.6776496968029558
-2900	59.32944008297636	-484532.03102247475	15.255864056379822	0.6176287789315584
-3000	61.400926374975825	-484137.91164277896	15.073790526052624	0.6176185489614936
-3100	63.42612179098069	-491235.62915240135	16.629025589170176	0.6734824522204577
-3200	65.47315824998077	-489356.9489078681	16.331199139610813	0.6714898515479599
-3300	67.55670274997829	-489823.42326710495	16.35469208710749	0.6545977322885155
-3400	69.55776333398535	-481540.703123049	14.826423692050776	0.5789122644904541
-3500	71.61872500096797	-489635.2126521778	16.29555024013016	0.6608092061301615
-3600	73.65943866796442	-491478.38683525013	18.791719345148284	0.7845807139643839
-3700	75.6668610839697	-491959.9947700074	19.83337508717051	0.8372716798734732
-3800	77.72079579296405	-491798.93358131504	20.49356217944564	0.8648591081061214
-3900	79.7395290019922	-491999.65879776806	20.98144015454954	0.8788695851937756
-4000	81.77711462700972	-491780.9297626408	21.360884052539816	0.8899463160700352
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--- a/img/shepplogan256x256_pdps_known_noprediction_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_noprediction_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.624999852851033e-6	555362.1431745938	-0.14938477322295188	0.005295187802576954
-2	0.029489708016626537	515112.0661579289	0.09174376174617244	0.005204039997233774
-3	0.04293850000249222	475122.06048080174	0.3436558528108982	0.005358900512331606
-4	0.07126416699611582	434647.77338505216	0.6013489545522483	0.005659392075464252
-5	0.08463712499360554	395203.5824407634	0.8223957195203612	0.00018678086757245436
-6	0.11293104197829962	356217.0364969271	1.0806106194533363	0.0005765562666858288
-7	0.12628666698583402	318073.02311664046	1.3480116039648695	0.0005286857958236611
-8	0.15446533396607265	279563.77148970426	1.6147077080984888	9.772448798260776e-5
-9	0.1678295419551432	241188.32940966912	1.9148486251364445	0.002124371047822644
-10	0.19602729196776636	202922.56330008866	2.2003296929309695	0.0023569381817929442
-11	0.20937687598052435	165879.0404796163	2.513368744831287	0.0034887405368107987
-12	0.23758304299553856	129371.75385614154	2.811133472516883	0.004334000972502236
-13	0.2509637510229368	93570.25489238916	3.1204828394908595	0.004641734501810132
-14	0.2791880010336172	59031.27639551872	3.4186284250522236	0.004464694935900617
-15	0.29256408504443243	24917.44653677971	3.7516773450771437	0.007379586189428368
-16	0.3207597100408748	-7456.867530271565	4.055957281271045	0.005374957013249849
-17	0.33416625202517025	-37210.139828411055	4.275471330543887	0.0017574072990320887
-18	0.3625493770232424	-69488.14158546808	4.713550680214565	0.009218316964370343
-19	0.3759630440326873	-99287.89378331338	5.038072358818346	0.00888206396886736
-20	0.40429529405082576	-127951.62239639224	5.366952553008769	0.009391164738186936
-30	0.6124699610518292	-341401.4810591799	8.523348781063016	0.05948801556013315
-40	0.823472002055496	-443769.02667759755	11.446008709433809	0.2024796740989181
-50	1.032893835043069	-475630.2178698343	12.905428258690579	0.30727320446039574
-60	1.2461370020464528	-484077.4023186187	14.012402597413601	0.3606220356016074
-70	1.4578452520654537	-483934.75801466795	14.081235815989483	0.3785055175527816
-80	1.6656490440655034	-483895.1857397793	14.22342981706949	0.38324784220443936
-90	1.8739333360572346	-487419.74485243356	15.202072994204123	0.4201601469399924
-100	2.08091950204107	-487647.06603231706	15.439616135712818	0.44755291046233014
-110	2.273660919017857	-481604.4104856601	14.083540088364106	0.37490049958979976
-120	2.4822357520170044	-483267.3081020194	14.528773513715121	0.379328240808582
-130	2.6892247940122616	-481659.2093258935	14.290589690419289	0.368384576851379
-140	2.8965891690168064	-481917.46648498107	14.300084820607765	0.36768364541520326
-150	3.1049925860133953	-485770.93310436787	15.171932281623794	0.42508674038725613
-160	3.3124282110075	-487416.35800242866	15.48811975752049	0.45495713019930406
-170	3.519392420013901	-486767.9032188954	15.756704059464647	0.48443597471080124
-180	3.727426502999151	-487031.3186621305	15.956500666570683	0.5026996148986542
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-1000	20.24273925300804	-490276.40085953195	16.995326210767733	0.724024740315103
-1100	22.22902887800592	-491724.73114955105	19.554829227247993	0.8261119846010319
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-1300	26.21753400299349	-492020.74430529977	21.29664604485114	0.8800905870797483
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-1500	30.204171628982294	-491934.9304044605	22.13814008538921	0.9007212962941639
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-1700	34.21401029496337	-491907.5349331955	22.705178157410657	0.9134146577749717
-1800	36.200907503953204	-492093.18827493966	22.92912281497541	0.9174397220623463
-1900	38.20616229495499	-492065.094952838	23.11494552327087	0.9193392384281622
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-2100	42.241617211926496	-485930.94596490083	15.174825888374281	0.6373798235046118
-2200	44.271584544942016	-490838.2868385435	16.854003001697127	0.6536770778788685
-2300	46.316664169949945	-487559.2047417894	16.38150026258656	0.6687516188103447
-2400	48.3846592529444	-488280.5312642403	16.234236656029037	0.642693852096281
-2500	50.45233954396099	-489597.9567497776	16.42469424653507	0.6789186288886553
-2600	52.48640187695855	-486448.8536790666	15.64164071270741	0.6521865858884229
-2700	54.5153003349551	-489022.6459959073	17.526650961641216	0.7018490899684783
-2800	56.54288583496236	-487510.8922458148	16.190493053691085	0.6855224343371036
-2900	58.57802195995464	-484532.3667569091	15.310259918440677	0.624168482336938
-3000	60.608587376977084	-484127.2245950179	15.074367279538045	0.6232683518380568
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-3900	78.78800646000309	-491941.1785328623	21.29249456180642	0.8832925028568159
-4000	80.78018221000093	-491723.2387345806	21.67122146334617	0.8940945327741825
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--- a/img/shepplogan256x256_pdps_known_noprediction_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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_noprediction_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.583978680893779e-6	557104.045973098	-0.14938477322295188	0.005295187802576954
-2	0.02826004195958376	516780.9226607931	0.0924389575960944	0.0052078392342598204
-3	0.04166029195766896	476718.786553023	0.3451054061913222	0.005367160548379015
-4	0.06998529194970615	436173.21873821894	0.603616524672529	0.005671952552691239
-5	0.08334320897120051	396657.2335788942	0.8255320360514911	0.00019300730697056152
-6	0.11175737596931867	357599.1011170847	1.0847010596148186	0.0005852970437129837
-7	0.12510995895718224	319384.79043035617	1.3531428700216785	0.0005400947108461102
-8	0.15385241797775961	280801.74661608983	1.6209585857591393	0.00010846873143333742
-9	0.16720591796911322	242349.39599968	1.9223598493934049	0.0021448720444570447
-10	0.19585341797210276	204000.63458798014	2.209186673382239	0.002382303611170092
-11	0.20920945997931994	166871.3318330205	2.5237354256055546	0.003524687707257555
-12	0.23812104295939207	130270.39425110217	2.8230873196639794	0.004376851446064411
-13	0.25161225197371095	94370.67799380889	3.134195468695013	0.004697874771395046
-14	0.27980475197546184	59730.19328525043	3.434181477722306	0.004522219121016062
-15	0.2934061679698061	25508.401681169547	3.7693200064652235	0.007470946211189882
-16	0.32199612696422264	-6977.831590841575	4.075772511895698	0.005471784747438513
-17	0.33586225198814645	-36847.53990852629	4.297094809698104	0.0018266739187295562
-18	0.36516475200187415	-69230.67723773165	4.738224706938902	0.009391862687841576
-19	0.3790273350023199	-99139.26354929067	5.065397897381864	0.009105733447348325
-20	0.40763887600041926	-127909.4784529298	5.397135238660371	0.009724915132056835
-30	0.6171713759831619	-341904.62837255595	8.589134540382572	0.06462591356004478
-40	0.8254049179668073	-444127.34360705584	11.55996234687716	0.21293869579292887
-50	1.035449251969112	-475739.49146171525	13.042022971849347	0.3174374066630742
-60	1.249265876977006	-484072.4121427113	14.180127890125124	0.3698975066094998
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-80	1.671834709995892	-483959.60055512696	14.387976256564057	0.3925810567469319
-90	1.8790955430013128	-487495.5801848829	15.40412351311396	0.4311212178168353
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-4000	80.74341816391097	-491666.7000636284	21.87231381617561	0.896185653234873
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--- a/img/shepplogan256x256_pdps_known_primalonly_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, save_prefix = "img/shepplogan256x256_pdps_known_primalonly_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.1750002158805728e-5	551878.3375775854	-0.14938477322295188	0.005295187802576954
-2	0.027921500004595146	468760.8522205081	0.3311750145137281	0.007807992541242655
-3	0.041303500009234995	437823.1272688628	0.6988970302391797	0.00999559098720379
-4	0.06912258302327245	392322.59976783977	1.0232523911863332	0.012173402555815751
-5	0.08248612502939068	356063.93954711343	1.3250905720322748	0.0142968094167573
-6	0.11050595802953467	317286.5955327687	1.6072608837363065	0.01506223059979918
-7	0.12388379205367528	279269.18939804967	1.914233908753049	0.017049914971091817
-8	0.1517257920349948	242124.53191405302	2.224755569744632	0.019446954734954922
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--- a/img/shepplogan256x256_pdps_known_primalonly_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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
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--- a/img/shepplogan256x256_pdps_known_primalonly_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_primalonly_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	9.334005881100893e-6	555362.1431745938	-0.14938477322295188	0.005295187802576954
-2	0.027949084003921598	470822.54608726007	0.3311425526467643	0.007807922722635488
-3	0.04129783401731402	439226.6802458512	0.6991084636808566	0.01000043709664557
-4	0.06915466801729053	393377.2243042666	1.0236568109274928	0.012184568310488425
-5	0.08348429301986471	356892.3069785564	1.325451157883163	0.014318387818293397
-6	0.11118441802682355	318072.22291920567	1.6080495501316898	0.015110995222238733
-7	0.12452379302703775	279938.26869309344	1.9152959782612577	0.017138253956872865
-8	0.15219512602197938	242696.69849698813	2.225725750016207	0.01955473307638769
-9	0.16547721001552418	202399.6105040603	2.557362997513408	0.02217224222031916
-10	0.19397741800639778	164425.90609809593	2.8807267394442775	0.02419218007745146
-11	0.20776329300133511	128174.2427419628	3.2186910033567524	0.027320310021545655
-12	0.23721558501711115	91909.06693553764	3.55488611667984	0.030384505460912745
-13	0.2511460430105217	56725.86973396953	3.9032787118948438	0.034367704347772074
-14	0.27987916802521795	21607.397831657057	4.256285728672456	0.03963715401465792
-15	0.29380404303083196	-6872.716544772819	4.589309378281405	0.042658279948939726
-16	0.3227583340194542	-38067.559560321075	4.950399892691849	0.04953783105674152
-17	0.33650412602582946	-54863.27971675172	5.232266851522146	0.05088684519651053
-18	0.36468045905348845	-100122.04863838415	5.69371479496251	0.06747091132356611
-19	0.37796895907376893	-130910.13368128875	6.082318991367708	0.08107436748439215
-20	0.4056386260781437	-160851.76551829616	6.477234448448794	0.09351949648006307
-30	0.611627335078083	-372420.5031788461	10.612367116888155	0.35560314965081796
-40	0.8177464600885287	-458804.2842296949	14.33762558628847	0.5262057878343988
-50	1.0234258770942688	-484499.5169939825	16.39521189235011	0.6233962870261542
-60	1.228139669081429	-489100.7231633477	17.23151383146775	0.6879536329486675
-70	1.4355044610856567	-489484.00941770436	17.64486787222584	0.7190673947945967
-80	1.639168378082104	-489789.64116097376	17.962449063315166	0.7426218600392063
-90	1.8450407110794913	-490465.53474539565	18.17305293553896	0.7580484248919539
-100	2.0539504610933363	-490436.4023791129	18.31313333787168	0.7677864459760726
-110	2.246770794095937	-490462.16525351605	18.347366752351682	0.7748202884068818
-120	2.454252794093918	-490738.6917375455	18.429859666508865	0.779034578011955
-130	2.6633981270715594	-491004.32198562915	18.143062333553527	0.7738986971660871
-140	2.8756777110684197	-491360.3984466687	17.78625034346968	0.7580993768105919
-150	3.086930045072222	-491074.52724719315	18.410414569452712	0.782854202816918
-160	3.2942917530890554	-490615.70345992787	17.79943976629093	0.7723420853908984
-170	3.5052961280744057	-490739.18747615156	18.645591840082147	0.7892728313651248
-180	3.7177261690958403	-490401.31831482216	18.407114112865177	0.7882746832672638
-190	3.9299418351147324	-491244.7055403938	18.427580407739413	0.7890625485712941
-200	4.137181043101009	-490315.0227582555	18.18320811232453	0.7876710851492492
-300	6.173200751101831	-490813.30744839844	18.688830070048514	0.7940419295593069
-400	8.202327459090156	-490643.6890666307	18.724188829169456	0.7977531087127305
-500	10.246482876100345	-490351.7867270222	18.678323857162248	0.7977626102173645
-600	12.291350876097567	-491252.40314650274	18.85005232918163	0.8056512823375896
-700	14.341126085113501	-490782.4015505751	18.81326772046154	0.8033944821147522
-800	16.378533376118867	-490584.4280460934	18.76585413565414	0.8035628084651427
-900	18.42014075111365	-490870.5384251582	18.861367184500214	0.8056679467912968
-1000	20.46267891812022	-491398.8378321896	18.604673565938615	0.7974212224970395
-1100	22.50625387611217	-491884.05873772374	20.64072113036054	0.863251799244733
-1200	24.574662001105025	-491705.12373667717	21.452037268938327	0.8869400725403966
-1300	26.60774225112982	-492045.7381766521	21.947768202338708	0.8992589034463171
-1400	28.684678543155314	-491975.91974232375	22.29823509293261	0.90660349761567
-1500	30.725126335164532	-491947.74098119506	22.578216787672506	0.9125849128066084
-1600	32.790062626154395	-492010.296086242	22.800257340695648	0.9175031090647521
-1700	34.86764037614921	-491914.4099848023	22.990394318875985	0.9207948222952915
-1800	36.944878043141216	-492098.5737923336	23.152180659822687	0.9235911888933617
-1900	39.04164833415416	-492068.9927507642	23.28359908782719	0.9243923823389105
-2000	41.133501667150995	-492113.5761186756	23.404025279498534	0.9271059108234494
-2100	43.23320570914075	-490777.9944088525	18.985542483765435	0.8101547426227124
-2200	45.330027334130136	-491994.2751001154	18.59442713120481	0.7827697684083257
-2300	47.377984793129144	-489745.3339190581	18.692069682898772	0.7980186599307854
-2400	49.47304416811676	-490622.2992052519	18.772641206105007	0.8024366586796221
-2500	51.54866466813837	-491455.243478196	18.516236846737804	0.7955922735333203
-2600	53.65320779313333	-491052.7116594692	18.868772336727485	0.8058688016721596
-2700	55.75567558413604	-490761.1522090126	18.77442196223254	0.8016600841018618
-2800	57.8607778341393	-490872.8289178343	18.874971845267215	0.80481889185606
-2900	59.96520862512989	-491325.17889899027	18.827770430321934	0.8057854124226639
-3000	62.068368292122614	-490817.0752277789	18.79222694940265	0.8020033188887986
-3100	64.16906479213503	-492139.9242164342	18.25030893550185	0.7854858922923942
-3200	66.23784983414225	-489838.9605628369	17.1721054345464	0.7550166676882091
-3300	68.31467575015267	-491440.11497014546	18.280947023662037	0.779898444903566
-3400	70.40065862514894	-490521.96356969984	18.37530134004908	0.7788616758217204
-3500	72.45235166614293	-491428.1816343038	18.64004936228599	0.7962664997108906
-3600	74.50637179115438	-491617.18824773276	20.603533777283708	0.8626879625083197
-3700	76.53719241614453	-491965.12946627045	21.42581021736538	0.8854765380093541
-3800	78.56398099914077	-491775.23348589585	21.924656129465866	0.8987948626542412
-3900	80.59150033214246	-491964.8480111074	22.27704252030092	0.9059394423400874
-4000	82.61725558212493	-491741.0008803096	22.539525184673785	0.9129718226830899
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--- a/img/shepplogan256x256_pdps_known_primalonly_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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-iter	time	function_value	psnr	ssim
-1	8.792005246505141e-6	557104.045973098	-0.14938477322295188	0.005295187802576954
-2	0.028360958996927366	471853.93559151085	0.33112506203654163	0.0078078695308902496
-3	0.04218345897970721	439925.25406574167	0.6992232141655665	0.010003234006785036
-4	0.07087195897474885	393901.86822696246	1.0238782292818474	0.012191119455067125
-5	0.08468812599312514	357303.71841496835	1.3256441971756694	0.01433035147711193
-6	0.11343691698857583	318460.93410334556	1.6084351913551567	0.015135548037583064
-7	0.12727337598334998	280268.389502587	1.915817954132062	0.017182549818985097
-8	0.1558824589883443	242978.41580034245	2.2262023171006096	0.019608957071869066
-9	0.16963512497022748	202645.39853214932	2.5578069007352395	0.022242105629768402
-10	0.198255415976746	164660.44938801863	2.8812733653778806	0.02429046896715728
-11	0.2120373319776263	128385.8554237775	3.2191967083626194	0.02743479187796289
-12	0.2406462489743717	92107.17236379527	3.555444349638334	0.03052995558764826
-13	0.25447208297555335	56905.836189745474	3.9038690133091487	0.03454169416689018
-14	0.28309704197454266	21781.099603232207	4.256950222725103	0.03986513241039377
-15	0.2968551669619046	-6703.926374476317	4.58990314464076	0.042894893351381636
-16	0.3255412499711383	-37906.26254456675	4.950960750152086	0.049802597336105744
-17	0.3392996249604039	-54692.742856881676	5.232745184171284	0.05110924778659534
-18	0.3680154159665108	-99969.47111357405	5.6942874924683995	0.06769419717694203
-19	0.38179058296373114	-130757.0403982894	6.082941740860664	0.08136106164116151
-20	0.41068124896264635	-160697.71173479996	6.477964929323407	0.0938314760241099
-30	0.624225248961011	-372307.38037200295	10.613583553978614	0.35680881178439483
-40	0.8378884569683578	-458717.30770744325	14.340176615590387	0.5280232891161021
-50	1.0499889149796218	-484441.68339625257	16.39738094244318	0.6258366047959615
-60	1.2626709979667794	-489052.4760902972	17.231064305612854	0.6895678669534858
-70	1.4754007479641587	-489437.89362982806	17.64297258301404	0.7200336932855178
-80	1.6879954149771947	-489744.6756512168	17.9585087343446	0.7432622371377692
-90	1.9001487899804488	-490421.33037261176	18.167039432596365	0.7585122513450147
-100	2.1106614569725934	-490393.09980078565	18.30630109304778	0.7680447382904805
-110	2.3075953319785185	-490420.4930003935	18.339935410189273	0.7749264933022874
-120	2.520891956955893	-490696.8375536376	18.422024957707766	0.7789419499950845
-130	2.7324517899542116	-490963.7958246783	18.13571917008945	0.7736725659343029
-140	2.9443174569460098	-491321.1832768696	17.78249750357591	0.7578775750649116
-150	3.157431456958875	-491034.04751668015	18.400265841964615	0.7823277239688644
-160	3.3671328319469467	-490576.5359557031	17.791772541426802	0.7716997348351323
-170	3.577638706949074	-490698.2480443234	18.632243552932295	0.7884347376604114
-180	3.7901842069404665	-490358.9655725678	18.392523600788557	0.7872634253227591
-190	4.001531831949251	-491203.16092217783	18.41545305352423	0.7880394714341995
-200	4.210245414957171	-490274.0966596256	18.17210676050621	0.7865368576088345
-300	6.302878456946928	-490772.8564180681	18.674334981155095	0.7925832335557147
-400	8.37593024893431	-490601.3442725111	18.707877182043898	0.7963130982236869
-500	10.434465164929861	-490310.7253094062	18.663284804501185	0.7962790207992566
-600	12.50644920594641	-491209.84164188016	18.834963976494333	0.8043611046401242
-700	14.556124747934518	-490739.5310226356	18.798994055271358	0.8020680863606517
-800	16.59800508094486	-490543.0030269137	18.752923292092383	0.80232606452806
-900	18.64130678892252	-490828.3551227528	18.84673297222966	0.8042931007770202
-1000	20.68427387191332	-491358.4566257617	18.593290317884584	0.7960479672969674
-1100	22.747790955909295	-491825.70618379355	20.626099082335067	0.8614879299690685
-1200	24.805712122906698	-491646.3048809784	21.444724089747638	0.8849681835783922
-1300	26.87451033090474	-491987.2811496917	21.942159606158715	0.8969812373866113
-1400	28.92144428991014	-491917.74661629816	22.286455581956403	0.9040633026601935
-1500	30.964145998907043	-491889.88451922283	22.557822554731572	0.9098677716765771
-1600	32.996160998911364	-491952.7521773939	22.765214367848657	0.9146608376283762
-1700	35.03178070791182	-491856.7904546103	22.941680188577305	0.9176672899912801
-1800	37.15868670793134	-492040.4753416359	23.087141437358717	0.920401412656798
-1900	39.22365116592846	-492010.35242120706	23.201198269967254	0.9208890314264493
-2000	41.2715279989352	-492055.67806329683	23.30626804721699	0.9231591315226672
-2100	43.342764457920566	-490736.7577631937	18.96791231718858	0.808427872064936
-2200	45.39559566692333	-491953.2788969669	18.578294017982415	0.7812241557590777
-2300	47.47693220793735	-489704.74478280405	18.67790319223359	0.7968455732519291
-2400	49.544282332935836	-490579.94260865846	18.75828459566291	0.8012271323570958
-2500	51.63190741595463	-491412.537918862	18.503859736773695	0.7942576147479166
-2600	53.71125054094591	-491009.35116158973	18.852344058495007	0.8044036840704789
-2700	55.775018332962645	-490718.8516570909	18.759568117720566	0.8002767199534029
-2800	57.853725832974305	-490830.0199041582	18.859507599980113	0.8033936011748668
-2900	59.9533647079661	-491282.5037087308	18.812750082835546	0.8042139863447986
-3000	62.051931041962234	-490774.27457125176	18.777366550493422	0.8005973520808538
-3100	64.16186979194754	-492098.7158497371	18.2359490617391	0.7841506408829281
-3200	66.26004774996545	-489800.16401701537	17.167221833152933	0.7538719699843544
-3300	68.35183720797068	-491400.0511094758	18.267407103337597	0.7787783951408676
-3400	70.4441442489915	-490483.21738095424	18.361745364730318	0.7778074000942462
-3500	72.51761291499133	-491385.85127936176	18.625637533820154	0.794787336608979
-3600	74.60949658197933	-491558.0192855787	20.581776850400708	0.8607406114053827
-3700	76.70333970698994	-491904.99230026756	21.411945151137157	0.8835279310585608
-3800	78.72929995699087	-491716.13665347267	21.911502238658194	0.896626190173474
-3900	80.77318524898146	-491905.4653208522	22.257221023264556	0.9034182036692542
-4000	82.79570929100737	-491682.34662698465	22.507085449356104	0.9103111065723534
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--- a/img/shepplogan256x256_pdps_known_proximal_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, 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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
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--- a/img/shepplogan256x256_pdps_known_proximal_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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-iter	time	function_value	psnr	ssim
-1	8.041010005399585e-6	553620.2403760896	-0.14938477322295188	0.005295187802576954
-2	0.03069729101844132	469886.6434678431	0.3325667942232765	0.007825150603900979
-3	0.04551933202310465	438452.399246117	0.7003780239057795	0.01003259629975117
-4	0.07478524901671335	392823.2576830987	1.0247865392072957	0.012237505258307507
-5	0.08965062402421609	356406.9427192285	1.3267579181986042	0.014396657211476215
-6	0.1186729570326861	317596.36829379085	1.6091304376846438	0.015181043796362167
-7	0.1335239980253391	279532.1235887144	1.9159083124560805	0.017192393487540363
-8	0.16267874801997095	242343.3008720884	2.22657557850146	0.019656056812340193
-9	0.1774780810228549	202087.44595524625	2.558430766877264	0.022324033820729387
-10	0.20645491502364166	164111.74692227016	2.881570255112655	0.024328275395201326
-11	0.221251374023268	127891.82081332077	3.219819708158233	0.027549763850388202
-12	0.25031370800570585	91626.74176962694	3.5558517862769916	0.030607847773516862
-13	0.265114748995984	56469.39019681547	3.9042662222934488	0.03463410148700637
-14	0.2944792069902178	21352.944719634957	4.257229213538639	0.03990966550249596
-15	0.3093187069753185	-7135.055572150569	4.590617777389773	0.04307798443012988
-16	0.3386613319744356	-38332.99172298403	4.952007449211173	0.05012495263898051
-17	0.3536556239705533	-55145.80818194775	5.234341212762086	0.05167620433098248
-18	0.38503833196591586	-100355.95009261483	5.695784985806601	0.06832894048073922
-19	0.40068291494389996	-131158.08215612752	6.0844814799483835	0.08207336623436605
-20	0.43066387294675224	-161122.7629007586	6.4792637856803195	0.09445023016776465
-30	0.6564781639317516	-372655.4849988004	10.616696510497539	0.3583403380158988
-40	0.8901153299375437	-458940.02552637935	14.345774349906122	0.528884106185903
-50	1.1265840379346628	-484584.32377259724	16.405992701051296	0.6268745188812505
-60	1.365575037925737	-489164.64922545594	17.243250543289147	0.6935134515562562
-70	1.604953454923816	-489543.85793579096	17.656282658129506	0.7261412206984049
-80	1.8444753719086293	-489846.0178380555	17.972689900921722	0.7497163747817716
-90	2.0805412049230654	-490518.853288945	18.182478589832275	0.7641489002165422
-100	2.307423038932029	-490486.946877934	18.31951620062909	0.7735246224067344
-110	2.527256080938969	-490508.79500259116	18.35230427637383	0.7803013212918248
-120	2.7647909969382454	-490786.37982319965	18.434112435764465	0.7843367887828216
-130	3.0084882049413864	-491050.15233541146	18.149351396554263	0.7788924918569573
-140	3.2481242469511926	-491408.5128021545	17.789899431495318	0.762896403289868
-150	3.4865297889336944	-491119.67354952585	18.416650963946903	0.7866089369373241
-160	3.7222978309437167	-490660.98128085927	17.807346350945576	0.7758036829421631
-170	3.9591228729404975	-490781.4041493002	18.648003473716734	0.7920804708068319
-180	4.196134956931928	-490443.560222762	18.40865996269063	0.7905649813812416
-190	4.432954706921009	-491286.72366598673	18.427090149018927	0.7912083203371496
-200	4.6693691239343025	-490355.05629778164	18.183193810069312	0.7897510038458442
-300	6.947048665926559	-490849.89196449466	18.685572652813576	0.7955141346308495
-400	9.274081915937131	-490684.9151824536	18.724885400404176	0.7995592940197578
-500	11.543492831930052	-490391.23816837324	18.677831476709695	0.7991257207569236
-600	13.818848956929287	-491292.2028674344	18.847793031601128	0.8070094082886927
-700	16.046179623925127	-490821.0413906906	18.80757101604938	0.8046476130023548
-800	18.315781081910245	-490622.9152277328	18.765082097416176	0.8048718595724964
-900	20.56411433190806	-490909.6114896431	18.859481383307415	0.8073274491007594
-1000	22.81077899891534	-491436.99147829035	18.602570631192414	0.7989310027301462
-1100	24.969960665912367	-491943.4090950333	20.633867316258897	0.8644306227504361
-1200	27.126065582910087	-491765.2531463949	21.42785531764048	0.8880819840862505
-1300	29.289119873923482	-492105.789139024	21.912754376145234	0.9005450781767975
-1400	31.445614457916236	-492035.7402961455	22.26127043641575	0.9080419569948897
-1500	33.598773873905884	-492007.01014658605	22.54372482020749	0.9142097488947939
-1600	35.75794012390543	-492069.2079078603	22.775017884054712	0.919246108330359
-1700	37.90856304092449	-491973.13335274096	22.976039635490647	0.9227267734373354
-1800	40.07270979092573	-492158.2003985968	23.151465783570117	0.9256890165813207
-1900	42.22690699892701	-492128.89406789024	23.300572290114253	0.9266638474435216
-2000	44.4074779159273	-492173.1323091511	23.436351564359917	0.9295870815230814
-2100	46.57178795692744	-490816.1538875897	18.986187702482553	0.8119571543758224
-2200	48.76058779092273	-492034.5738376045	18.592946098985543	0.7846447190115298
-2300	50.92433741592686	-489784.29328177724	18.690933580975774	0.7996557334536801
-2400	53.086628873919835	-490661.0977429429	18.77090992728449	0.8042398146895393
-2500	55.244362915924285	-491496.62115471764	18.512318211434653	0.79716902392803
-2600	57.40704845791333	-491093.3420714276	18.868900558367187	0.8075833074186625
-2700	59.577090457925806	-490800.22291179147	18.771518668606415	0.8028138829416416
-2800	61.74316166591598	-490912.1701690984	18.87267628772809	0.8064162491593027
-2900	63.90556595791713	-491365.11996370833	18.825387716368926	0.8075229604420743
-3000	66.06402624890325	-490859.1921361896	18.793445229240056	0.8038283588004382
-3100	68.22591366490815	-492181.57488757436	18.258044416875112	0.7870093002629274
-3200	70.42490649889805	-489879.38343074237	17.173957648786086	0.7563465706289124
-3300	72.62534766588942	-491479.85327734065	18.282804191900496	0.7812714137605374
-3400	74.78620091587072	-490559.5501416354	18.373131347910387	0.7799485514094795
-3500	76.9623342078703	-491467.5324558249	18.6356367323254	0.7976755197463377
-3600	79.13639554087422	-491677.1777941653	20.60537075562256	0.8640868971038267
-3700	81.29112604088732	-492026.75153306033	21.41003010313372	0.8865898675892729
-3800	83.44647604090278	-491836.22383070586	21.897737267830287	0.8999137214630423
-3900	85.61152016589767	-492025.5594304397	22.24837219997315	0.9073386405744372
-4000	87.76990991589264	-491800.9788958434	22.51729267403548	0.9145295028127571
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--- a/img/shepplogan256x256_pdps_known_proximal_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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, phantom_ρ = 100, save_prefix = "img/shepplogan256x256_pdps_known_proximal_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.832975825294852e-6	555362.1431745938	-0.14938477322295188	0.005295187802576954
-2	0.029116957972291857	470942.50606247596	0.3330195930808425	0.007830892486405207
-3	0.043936666974332184	439124.83705561585	0.7009301383796583	0.010046231368276006
-4	0.07321024997509085	393334.6414983572	1.0254068704225825	0.012261728940892832
-5	0.08803958396310918	356790.9768802133	1.327412493459747	0.014436332143106377
-6	0.11708241797168739	317953.6215756122	1.6100020993068311	0.015237093525547083
-7	0.13189287597197108	279836.58818521857	1.9168061716988019	0.01726994868322107
-8	0.16176733394968323	242602.15521096214	2.227491691454817	0.01976305158983901
-9	0.17658608395140618	202315.71438670365	2.559374404379207	0.02246902209592318
-10	0.20579549996182323	164323.51130720729	2.8826216173846846	0.024514374724690133
-11	0.2206867079657968	128080.3907595687	3.2209005930638117	0.02778936734550575
-12	0.24971837396151386	91797.9500257908	3.5569968311465914	0.03090313940229108
-13	0.2645159989770036	56627.01592323645	3.905476412342402	0.03499100177412036
-14	0.29355491598835215	21502.94039581933	4.258512062349371	0.04033849356975168
-15	0.3083708329941146	-6995.190590312228	4.591928578822081	0.04358037310769777
-16	0.3376145829970483	-38201.54644064633	4.953379598579697	0.05073271954738127
-17	0.352460833004443	-55011.766070991594	5.235777085586818	0.05229610694412395
-18	0.3814607079839334	-100224.12413482528	5.6973031780041925	0.06899740174484781
-19	0.3962540409702342	-131030.80698920517	6.08611979919684	0.08283659729625198
-20	0.4254047909635119	-161002.87440667837	6.481042178764197	0.09524115837551198
-30	0.6444163319829386	-372584.0067549841	10.62001464818138	0.36098909050622036
-40	0.8624259569915012	-458870.3679575282	14.35196062314446	0.5324345581917501
-50	1.079958539979998	-484535.07797650475	16.412446132777312	0.6317219306543487
-60	1.2975252899923362	-489121.7791669384	17.24628166691009	0.698079680229781
-70	1.5151537479832768	-489503.0475333964	17.65654010008885	0.7301358379000589
-80	1.7330402059888002	-489805.3503631616	17.969427936810693	0.7531747857571633
-90	1.950894913985394	-490478.0656400283	18.17643272624615	0.767060163134903
-100	2.168707247968996	-490445.9106883528	18.31072450084658	0.7757932581766602
-110	2.3737723309604917	-490467.74823014915	18.34154811425144	0.781978357243425
-120	2.5964588719652966	-490745.50592690136	18.422385141412946	0.7855038325811948
-130	2.8228194559633266	-491010.8710493775	18.14045041532975	0.7797077870227389
-140	3.049201955960598	-491372.277012961	17.784340301318007	0.7635281145808497
-150	3.275366996967932	-491079.7509682083	18.40321187619809	0.7866043124628394
-160	3.501514204981504	-490623.61607682245	17.799898919808864	0.7756592419626144
-170	3.7276747879805043	-490738.793007647	18.627781440432262	0.7914618248820429
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-1700	37.27647707599681	-491914.5134528836	22.98404009943615	0.9207704004886825
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-2200	48.35414736601524	-491991.7834279804	18.569085016079587	0.7831271936375434
-2300	50.549066449020756	-489740.40744856984	18.667267594020984	0.797987596856923
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-2900	63.64415590799763	-491319.855265113	18.80206456229486	0.805773299906372
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-4000	87.49631632197998	-491741.0209839128	22.530174403359055	0.9129936324238526
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--- a/img/shepplogan256x256_pdps_known_proximal_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.625007467344403e-6	557104.045973098	-0.14938477322295188	0.005295187802576954
-2	0.02914020902244374	471995.3085526624	0.3334716139704309	0.007836641514807216
-3	0.044372125033987686	439793.40340376995	0.7014802309957879	0.010059875578700176
-4	0.07414625003002584	393841.7646654306	1.0260240576011221	0.01228599135192962
-5	0.08953187501174398	357170.8430355372	1.328062416907083	0.014476135641027673
-6	0.11969466702430509	318305.2984198574	1.6108663960750333	0.015293489899762232
-7	0.1351197080221027	280135.98862117407	1.9176961375369808	0.01734809904139621
-8	0.1649999160435982	242856.2488518112	2.228399130836966	0.01987103947554109
-9	0.18045508302748203	202539.48401681657	2.5603081541130446	0.022615519086521648
-10	0.21087291603907943	164530.24181530048	2.883660778432518	0.02470254062071999
-11	0.22628012404311448	128264.43485771309	3.221967488761436	0.028031837338160715
-12	0.25637154004652984	91964.56172454602	3.558125925137986	0.0312019169687911
-13	0.27173195706564	56780.15393281131	3.9066684537024527	0.035352108346122554
-14	0.30238883206038736	21648.292780447115	4.25977435051446	0.0407694869452287
-15	0.3177579990879167	-6859.555013870931	4.593214176041584	0.04408649611454017
-16	0.34793862409424037	-38073.84218039774	4.954723488790161	0.051342955547999385
-17	0.3633611240948085	-54881.05580999715	5.237177797195718	0.05291716178069733
-18	0.3933772491000127	-100095.32444032645	5.6987877487308705	0.0696618829574747
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--- a/img/shepplogan256x256_pdps_known_rotation_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
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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, save_prefix = "img/shepplogan256x256_pdps_known_rotation_10_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	1.2333010090515018e-5	551878.3375775854	-0.14938477322295188	0.005295187802576954
-2	0.03640058301971294	468833.30490772263	0.33132568560389786	0.00780961578815745
-3	0.05082870801561512	437830.4464800524	0.6988557936245108	0.009997125946182454
-4	0.07977083302102983	392339.9685873848	1.0231802815413766	0.01217627194082977
-5	0.09413270800723694	356069.13839895726	1.3250413033481137	0.014300105864889846
-6	0.12300204200437292	317289.60599850526	1.6071956189842158	0.015063276607104967
-7	0.13742654203088023	279260.6946623325	1.9140819079218159	0.01704246190778779
-8	0.16634104202967137	242115.7465841067	2.224612454591088	0.019432560094867095
-9	0.18073529202956706	201880.57899367766	2.5563278234236106	0.02201529943993841
-10	0.20966008401592262	163922.97562764294	2.8793976888948833	0.02395840770781621
-11	0.22406975002377294	127713.9985869074	3.217472885423369	0.02705724396779139
-12	0.25290995903196745	91475.5360573236	3.553464404725552	0.030025655531904547
-13	0.26735191702027805	56331.59634862385	3.901686791361458	0.03391722695286212
-14	0.2961455420299899	21220.36336399638	4.254438477468998	0.03902863037357641
-15	0.3105012920277659	-7252.0347041499535	4.587617890005728	0.04197455305944417
-16	0.3391570420062635	-38437.242345877996	4.948738032133525	0.048715745149986237
-17	0.35354120799456723	-55259.02694222223	5.230711313940672	0.05019519285632999
-18	0.38319912398583256	-100477.49407457667	5.691989363668013	0.06664646918315277
-19	0.39748404099373147	-131268.4125987238	6.08035766157	0.08006153371386077
-20	0.42631333298049867	-161209.33496592884	6.4749580083750065	0.09243511332565996
-30	0.6421985829947516	-372664.1043041938	10.608633990243408	0.3521108265255991
-40	0.8581893329683226	-458995.1889687664	14.33140074533598	0.5215086762500004
-50	1.0744556669669691	-484626.7142835667	16.390698420007382	0.6170091216333202
-60	1.2901748759613838	-489205.59172764444	17.233049736324425	0.6827878415795166
-70	1.5057197919522878	-489582.7682242297	17.650322316640775	0.7151271069379221
-80	1.7213144589331932	-489885.3369385943	17.972648555552038	0.7391806831806891
-90	1.937450500932755	-490558.85601861804	18.18704138272509	0.7544767272749073
-100	2.1528162509493995	-490529.5211553777	18.330860589771525	0.7649029151555642
-110	2.3550507509498857	-490553.12005709996	18.368065275173635	0.7728667980033639
-120	2.571180417930009	-490830.30028752255	18.452954935858482	0.7777818864749982
-130	2.7876061269198544	-491092.18181957334	18.16136687893619	0.7729597396152745
-140	3.0027317929198034	-491439.0683137965	17.795602471888404	0.7572474431083356
-150	3.2181554589187726	-491161.963133036	18.437164428733798	0.7829767882108849
-160	3.4340922089177184	-490697.4420834352	17.815568192164722	0.7724699371829405
-170	3.6498471249069553	-490829.4278884347	18.683207151830217	0.7902169765853744
-180	3.8655483749171253	-490494.8856673869	18.448017033397843	0.7896880229020619
-190	4.081199083913816	-491334.98089108366	18.4609094234343	0.7904964110040736
-200	4.296825041907141	-490404.3155463414	18.214364475915247	0.7894197821890898
-300	6.433399916917551	-490903.7884790331	18.730011949140884	0.796669077197943
-400	8.570191832899582	-490737.57899419236	18.77023997701513	0.8003358794496241
-500	10.71075366588775	-490443.3517936548	18.72061691203835	0.8000881846030108
-600	12.845407040906139	-491347.05547729036	18.894625919648433	0.8081830723651594
-700	14.980957582913106	-490877.9979472002	18.85373992442738	0.8057019845333101
-800	17.120370457909303	-490676.2425924148	18.803148891659948	0.8056888824111813
-900	19.25474095789832	-490965.01870044705	18.90508646041882	0.8081401817439693
-1000	21.389648123877123	-491488.5324041125	18.639175753855707	0.7996589281649833
-1100	23.522739373904187	-492007.22270475986	20.647762529537683	0.8641193392355625
-1200	25.6588182898995	-491827.9741359894	21.398779283364135	0.8874429704097064
-1300	27.796095873898594	-492167.52873661416	21.854663399263828	0.89991099481097
-1400	29.92713937390363	-492096.32884890586	22.182810274578003	0.9074201476329794
-1500	32.06300712391385	-492067.25641136046	22.452286908353976	0.9136700367925961
-1600	34.19777570691076	-492128.68800074817	22.679338246241016	0.9187860539014108
-1700	36.33298728993395	-492032.70232464466	22.879784860893793	0.922458796182831
-1800	38.46626045694575	-492217.89656150265	23.05785956893736	0.9254432779504779
-1900	40.61229791594087	-492188.9292649375	23.2141601250334	0.926555196049374
-2000	42.74862899992149	-492231.9365585346	23.35858323136438	0.9296038459442005
-2100	44.88642145789345	-490865.0782353915	19.02187376261425	0.8129182992091704
-2200	47.03054049887578	-492082.9665884285	18.639243900984958	0.7852900830524339
-2300	49.16537699889159	-489835.31292297906	18.73408085259123	0.8003427397526894
-2400	51.30427983289701	-490717.05974640284	18.814843119568717	0.8049914541281202
-2500	53.43999333289685	-491548.5495835661	18.552655678803593	0.7979885078095972
-2600	55.57283704090514	-491148.9548590099	18.91438863570291	0.8084819730961056
-2700	57.71360549889505	-490855.9547163945	18.817723185997718	0.8040979126059766
-2800	59.84759124889388	-490967.1653915726	18.91927433747179	0.8074626699211731
-2900	61.98778258191305	-491419.42832200654	18.870770335944748	0.808447638713223
-3000	64.1215729569085	-490912.7797769111	18.835761973985864	0.8045081196589743
-3100	66.25942353991559	-492227.7230321676	18.28533891337146	0.7874960753444222
-3200	68.39410774793942	-489921.0329629623	17.18359265328114	0.7566792398704102
-3300	70.53124808095163	-491528.83977831266	18.318627578011203	0.7819729163720617
-3400	72.66699091496412	-490609.61803788785	18.417089024526664	0.7807279518424552
-3500	74.80186245695222	-491521.4500011877	18.684169885650256	0.7990480847091566
-3600	76.93639308196725	-491741.8048082273	20.627991952625973	0.8638653581571585
-3700	79.06963404096314	-492090.87603740743	21.395121832669854	0.8858861800934041
-3800	81.2088983739377	-491897.92469658	21.853627505124212	0.8990137349975138
-3900	83.3409101239231	-492087.9280777974	22.18352549693963	0.9066796391549904
-4000	85.47379629092757	-491862.40103308286	22.443515553935875	0.9138822917328234
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--- a/img/shepplogan256x256_pdps_known_rotation_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_rotation_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.792005246505141e-6	553620.2403760896	-0.14938477322295188	0.005295187802576954
-2	0.030573833995731547	469899.3506544048	0.3313860034674976	0.007810412379365554
-3	0.04486854199785739	438539.3061314995	0.6989305030215869	0.009999928331686805
-4	0.07403699998394586	392877.5181154131	1.0233250533397742	0.01218242368620063
-5	0.08837416596361436	356488.0064108027	1.3251875948335525	0.014311696428221568
-6	0.11702062396216206	317686.0690143733	1.607559239426318	0.015088180232230127
-7	0.13130924897268414	279592.38335224683	1.914541246998869	0.01708323120998235
-8	0.16000562396948226	242400.35054314084	2.2250335353224693	0.01948004323873006
-9	0.174252748984145	202129.6550444705	2.5567251189038807	0.022076375505054802
-10	0.20283512398600578	164155.96074081096	2.8799168476504384	0.024047740934476623
-11	0.21714583196444437	127917.64673383944	3.2179562356271707	0.027163829559225784
-12	0.24571249895961955	91665.20739737473	3.554017241116565	0.03016650439037328
-13	0.259970123966923	56507.914378214904	3.9022428229948405	0.03407871801072008
-14	0.28854854096425697	21388.388773508028	4.255034860149171	0.039226867326302
-15	0.30357399996137246	-7091.823782633538	4.5881562944722845	0.042169126977955426
-16	0.3324217499466613	-38283.833768067045	4.9492439322816475	0.04891069100468128
-17	0.3466835839499254	-55105.28694746186	5.231130034233883	0.0503796347653531
-18	0.37538058395148255	-100333.849457421	5.692472374423061	0.06680874799499462
-19	0.3896004169655498	-131126.51812642155	6.0808673793527825	0.08024139790871111
-20	0.4184089579503052	-161068.100471836	6.475567157431047	0.092631449783016
-30	0.6345310829638038	-372557.82441523304	10.60978069249829	0.35317071994015764
-40	0.8485990829649381	-458911.70078139845	14.3340301592796	0.5232043993870923
-50	1.0629887079703622	-484568.5136946783	16.39330282206775	0.6193367791906907
-60	1.277019624976674	-489157.58986478054	17.233333788638074	0.684550212976985
-70	1.4906832499837037	-489537.6612377081	17.649164698822407	0.7161967565846835
-80	1.705641916982131	-489841.2649921689	17.969461785641204	0.7398467581438962
-90	1.919671291980194	-490515.34827238566	18.182483180195955	0.7549825564469113
-100	2.1338906259916257	-490487.36971917056	18.32607180069155	0.7651983221828309
-110	2.3338857509952504	-490512.4148628281	18.362302237503386	0.7729743211026874
-120	2.5476959589868784	-490789.93542077194	18.447515084638717	0.777761710967952
-130	2.7619941259908956	-491053.4671399593	18.1562766955509	0.7728172161530613
-140	2.9761796679813415	-491399.82391522336	17.792871459862802	0.7570179079428574
-150	3.1904521269607358	-491123.2394582677	18.430236776832004	0.7826046191417966
-160	3.405894543946488	-490659.1363467682	17.809918827000637	0.7719583975565621
-170	3.6204885859333444	-490790.1964761633	18.673809188781078	0.7896687046042177
-180	3.8350221689324826	-490454.77173710725	18.43806799856587	0.7890518100843782
-190	4.049634210910881	-491294.9871954084	18.452176267998347	0.7898369820192556
-200	4.264221585908672	-490365.51421345817	18.20675399846853	0.7887115121112778
-300	6.408291710889898	-490865.8195200702	18.71995665027947	0.7958520319611774
-400	8.568036460870644	-490697.0356918146	18.75765593632945	0.7994706542533845
-500	10.701527169876499	-490404.2984684686	18.70926591316031	0.799346650740251
-600	12.84128621086711	-491306.4863532723	18.883298626500356	0.8074034619213263
-700	14.972364877874497	-490837.8897811519	18.844193248184908	0.8049900239219204
-800	17.102181543887127	-490636.4386600065	18.793410535137692	0.8050085662425034
-900	19.264004793891218	-490924.9455924408	18.895315854243645	0.8073745565785603
-1000	21.413659293903038	-491449.7607842459	18.63133371487588	0.7989021234515019
-1100	23.541476293903543	-491945.5247081667	20.6548111544122	0.8643639824463746
-1200	25.669400376908015	-491765.8622299045	21.443766916666526	0.8880517566648503
-1300	27.82485941890627	-492105.8162292963	21.926390665424627	0.9005924035684085
-1400	29.9631961689156	-492035.2959342187	22.272859736286733	0.9080649739445439
-1500	32.10920779389562	-492006.81334160076	22.55352552931328	0.9142299476506816
-1600	34.25503708590986	-492068.7929736076	22.783468807969367	0.9192427609096685
-1700	36.409634460898815	-491972.9452085803	22.98310536161783	0.9227583868304368
-1800	38.53773237791029	-492157.66011090245	23.15760089067294	0.9256521672517154
-1900	40.667516502930084	-492128.44058145524	23.305270303715837	0.9265929926028894
-2000	42.79682254494401	-492172.29147489596	23.44072303667589	0.9295242070399363
-2100	44.92222287793993	-490826.7065321628	19.014281261533398	0.8118789656103405
-2200	47.04996754496824	-492044.2071398268	18.629312627569693	0.784429129700328
-2300	49.17574066994712	-489795.93365509465	18.72274875348881	0.7995833374200112
-2400	51.303727502934635	-490677.399048931	18.80516299925828	0.8041912976098726
-2500	53.43060758593492	-491507.595802888	18.543989749520936	0.7971693163348631
-2600	55.55881191891967	-491107.90340036363	18.90227666152606	0.8075278916945666
-2700	57.68516491891933	-490815.97804315196	18.807166182847872	0.8033954685895317
-2800	59.81256020991714	-490926.3134467025	18.908333951544453	0.8065594240075599
-2900	61.9449065849185	-491378.6183227058	18.860152256562646	0.8075938432306702
-3000	64.07420270991861	-490872.33675317874	18.824793775391935	0.8037320480891431
-3100	66.20496570991236	-492188.0596164108	18.274855789268322	0.7867187051973403
-3200	68.33092850193498	-489883.90262821916	17.180645607848394	0.7560353545912899
-3300	70.46120745994267	-491490.37983969646	18.307727462280287	0.7812120345762761
-3400	72.5949410009489	-490572.93139581673	18.406155997059813	0.7800792591257593
-3500	74.72170345895574	-491480.95517068944	18.673582796109706	0.7982014460044353
-3600	76.85099449995323	-491679.1896589426	20.62664165933156	0.8640777964754547
-3700	78.97507416695589	-492027.20689717104	21.4270494295112	0.8865267814597362
-3800	81.10566616695723	-491835.783489547	21.912637954754274	0.8998696370600486
-3900	83.2278057509684	-492025.5875577552	22.26171957300059	0.9073419492041057
-4000	85.35525720895384	-491800.8967860881	22.528915088406485	0.9145171610555928
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--- a/img/shepplogan256x256_pdps_known_rotation_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_rotation_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.916009053587914e-6	555362.1431745938	-0.14938477322295188	0.005295187802576954
-2	0.028921707009430975	470965.17176531116	0.3314460538266129	0.0078112081340624105
-3	0.04338974901475012	439247.722726294	0.6990065571636511	0.01000280042917199
-4	0.07238212402444333	393414.46786418976	1.0234748563592682	0.012188894853834335
-5	0.08678862403030507	356906.48086817714	1.3253380988403776	0.014323816235725742
-6	0.11576983201666735	318080.9296750219	1.6079186818975129	0.015113447028961991
-7	0.13010712401592173	279921.6744559892	1.914997819459777	0.01712460792522995
-8	0.1596317490329966	242682.6308663172	2.225452962423629	0.0195285316279422
-9	0.17388183204457164	202376.45878938324	2.557121331359826	0.022139025685291726
-10	0.2027538740367163	164385.4376645373	2.880424218627551	0.02413730817109596
-11	0.2170544990513008	128118.68814002613	3.2184288538537342	0.02727091978986875
-12	0.24574058305006474	91851.33001951037	3.554548498981464	0.03030492713417986
-13	0.2600235410500318	56681.16955108162	3.9027757056978	0.034236322892530785
-14	0.2888022070401348	21552.881138652316	4.255620029932976	0.03942275663241934
-15	0.3030879150319379	-6933.842547822498	4.58867260343696	0.04236172394214785
-16	0.3320818740176037	-38132.101143003	4.94972639684636	0.049097947019988195
-17	0.3463603740383405	-54950.97610416152	5.2315032090791656	0.05055641217965871
-18	0.37509304101695307	-100191.64330465607	5.692929102158221	0.0669595625808021
-19	0.38937816602992825	-130986.15671658724	6.081354183297224	0.0804122998964257
-20	0.41815712401876226	-160929.6735047109	6.476139558165176	0.09280670823502037
-30	0.6326543740287889	-372453.4770328692	10.610832643010042	0.3541549342305579
-40	0.8474082490429282	-458830.1150923402	14.33649197626317	0.5247926833124967
-50	1.0618021650589071	-484512.2216579852	16.395580273378712	0.62145547658029
-60	1.2760071230586618	-489110.8098082604	17.233446981962892	0.6860347846006175
-70	1.4902914150734432	-489493.5456482296	17.648150486461812	0.7170528027234633
-80	1.706353457091609	-489798.1483663213	17.966588151906507	0.7403406101920298
-90	1.9217430820863228	-490472.61962010484	18.17812666849408	0.7553146457796567
-100	2.1367785400652792	-490445.90931598045	18.321600948869254	0.7653702148591773
-110	2.337928248074604	-490472.45087029884	18.356923153723706	0.7729860962995853
-120	2.557809457066469	-490750.19311752776	18.442219497370218	0.7776725528732843
-130	2.777898291067686	-491015.2652741599	18.15125769794784	0.7726343378075466
-140	2.9987229580583517	-491360.9308131314	17.790461952142287	0.7567620589522677
-150	3.2194779580750037	-491085.10261178087	18.423602716673837	0.7822435558244306
-160	3.440022999071516	-490621.22843595606	17.804317761989388	0.7714531218223233
-170	3.660403333051363	-490751.650734164	18.664923909834084	0.7891179230393812
-180	3.881455208058469	-490415.39736765524	18.42854659897678	0.7884016700461268
-190	4.102477624051971	-491255.52630533517	18.443951163711972	0.7891489170348913
-200	4.3231108330364805	-490327.3844236469	18.199620536527735	0.7879765141075625
-300	6.468131458037533	-490828.402269911	18.710463277395135	0.7949112069511671
-400	8.601025000039954	-490657.30489844363	18.745774553782837	0.7985664743676746
-500	10.755992167047225	-490365.9108786195	18.698391786549934	0.7984690923849465
-600	12.953326209040824	-491266.5642689452	18.87257902914499	0.8065955316836935
-700	15.119053418049589	-490798.2045174672	18.835028711036845	0.8041953521037447
-800	17.29391883505741	-490597.3739339626	18.784284094216712	0.8042651162926697
-900	19.499163210071856	-490885.490345645	18.88587254249189	0.8065952223968069
-1000	21.71555000107037	-491411.34590388986	18.623623628095043	0.7980608430664407
-1100	23.93544612606638	-491886.0974568922	20.649698025621746	0.8633466679064813
-1200	26.143367084063357	-491705.7308923672	21.457087219661727	0.8870656136220734
-1300	28.350397917063674	-492045.91125816474	21.950986809617042	0.8993776600995834
-1400	30.56020525007625	-491975.9869600194	22.300140212272126	0.9066646474611746
-1500	32.7633470830624	-491947.8893534837	22.579178901155288	0.912625234738903
-1600	34.97749224904692	-492010.3194659754	22.800510793511574	0.917519336658416
-1700	37.17977579103899	-491914.4379371507	22.990062958829952	0.9208068443475634
-1800	39.384890083019855	-492098.5892206226	23.15146561439853	0.9235874718237778
-1900	41.5874458750186	-492069.016144178	23.282656876182482	0.9243799038243842
-2000	43.789207041001646	-492113.59831658355	23.40295639230332	0.9270847666335853
-2100	46.02147124899784	-490787.5160109572	19.002162087136607	0.8105708554674146
-2200	48.22677070699865	-492005.6208189675	18.618956551555733	0.7834133048603815
-2300	50.40908970698365	-489757.3591864787	18.712343842199218	0.7988575973764007
-2400	52.609418498992454	-490638.31456929236	18.795922590063544	0.8034116873510242
-2500	54.79632858198602	-491467.1563346714	18.53591716641413	0.7963006043835451
-2600	56.99749420696753	-491067.42941324477	18.890696220695837	0.8064537915675937
-2700	59.18418478994863	-490776.55936448934	18.797008824983024	0.802561456361496
-2800	61.35068958194461	-490885.96624323964	18.89782972661592	0.8055497272989023
-2900	63.49295416593668	-491338.28397288435	18.84987507380553	0.8066656855976988
-3000	65.61763249893556	-490832.6215952387	18.814497440948664	0.8029209311587783
-3100	67.7472604579234	-492148.6608641416	18.26435420859942	0.7858244386848604
-3200	69.8768968329241	-489847.1052282641	17.177693664862137	0.7552690595667536
-3300	72.00020158290863	-491452.44934257993	18.297178784746684	0.7804132116008675
-3400	74.13553483289434	-490537.3265450032	18.39632600749497	0.7794094026116936
-3500	76.27203679090599	-491441.11791133235	18.663784111139805	0.7972560279756472
-3600	78.41300745788612	-491618.7912805367	20.614136258939453	0.863039318462748
-3700	80.5416302078811	-491965.7037865886	21.432945088394728	0.8856858203180422
-3800	82.66252904088469	-491775.38126708806	21.930123786507828	0.8989322462459487
-3900	84.80186437387601	-491965.0177946527	22.28129559383111	0.9060268886615894
-4000	86.92848195787519	-491741.07056272787	22.54282081767927	0.913016873824646
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--- a/img/shepplogan256x256_pdps_known_rotation_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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_rotation_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.5830030255019665e-6	557104.045973098	-0.14938477322295188	0.005295187802576954
-2	0.028850208007497713	472030.7800110707	0.3315058570638613	0.0078120063201080996
-3	0.04313983299653046	439955.6993273607	0.6990840935971161	0.010005772176954357
-4	0.07179462499334477	393950.7985485177	1.023629350286035	0.01219566492511474
-5	0.08604954197653569	357324.2990301733	1.3254936873859573	0.01433639264042853
-6	0.1147036669717636	318474.15364709916	1.608273162470385	0.015138985680831468
-7	0.12906758397002704	280248.4905150795	1.9154508241115389	0.017166455286722483
-8	0.15767949997098185	242962.4194403864	2.225870609013924	0.019577834284243933
-9	0.17216308394563384	202620.7541708083	2.5575157847091905	0.022202823591981558
-10	0.20077666695578955	164611.32819836814	2.880918694925086	0.024226442195202782
-11	0.2150672919524368	128316.9051645277	3.2188899087787033	0.027377662532978676
-12	0.2436367499467451	92033.85714244112	3.555058131532241	0.03044010080884975
-13	0.25787079095607623	56851.15511055938	3.903286052707296	0.03438948235316409
-14	0.28716358295059763	21713.53865573086	4.256187724948205	0.03961398216435619
-15	0.301433124957839	-6778.199079401169	4.58916181222887	0.04254864425048764
-16	0.33024841695441864	-37981.99947499345	4.9501802291020205	0.04927590935348524
-17	0.34455504195648246	-54795.7723605256	5.231827702055613	0.05072168557079766
-18	0.3732726249436382	-100051.15273937413	5.693352175283399	0.06709532580496108
-19	0.38761399991926737	-130847.36208443287	6.081807672175877	0.08056490284141071
-20	0.4166584169433918	-160793.73287470764	6.476668814533828	0.0929557863870912
-30	0.6364210839674342	-372350.7562863367	10.611786228739852	0.355025214117522
-40	0.8581439169647638	-458750.51372204936	14.338764260461193	0.5262500074845538
-50	1.0796581669710577	-484457.50553101953	16.397599883788153	0.6233731760507139
-60	1.3009845839696936	-489065.00153789046	17.233475525512866	0.6872801481508372
-70	1.522256125957938	-489450.22472391825	17.647299596017895	0.7177351687041102
-80	1.7427292509528343	-489755.823841227	17.96406367797922	0.7407040007902351
-90	1.9646580839471426	-490430.54545518704	18.17395717394045	0.755508661067894
-100	2.1869637509516906	-490405.01422340935	18.317375729386903	0.7654418384407056
-110	2.393388584954664	-490433.08865684917	18.351896158570412	0.7729176557651879
-120	2.615988417965127	-490711.0731203232	18.437173866621595	0.7775260752322188
-130	2.838014251959976	-490977.4634319174	18.146355451197852	0.7724207137660251
-140	3.055138501978945	-491322.2547845276	17.788081107080878	0.756478728341702
-150	3.275805709970882	-491047.4007461947	18.41716859405425	0.7818989176413471
-160	3.493300501984777	-490583.67343687237	17.798886309171774	0.770982414980866
-170	3.713307836005697	-490713.6098595173	18.656457316654407	0.7885736859597434
-180	3.936271045007743	-490376.5821601245	18.419349002038672	0.7877540535854546
-190	4.158953836013097	-491216.45002232934	18.436159760174167	0.7884490020245134
-200	4.375288836017717	-490289.7296669189	18.19284934795751	0.7872251496412928
-300	6.4981544200272765	-490791.46370907297	18.701472482384315	0.7939010949682419
-400	8.631204795034137	-490618.2594650397	18.734554988812828	0.7976465280731866
-500	10.789405087038176	-490328.0729197977	18.687948144504787	0.7974386603242181
-600	12.92159354503383	-491227.2604775711	18.862564382710705	0.8057520811041825
-700	15.043327295017662	-490758.9231550764	18.826266355710654	0.8033348753047315
-800	17.164818212011596	-490558.90851755603	18.775599442664742	0.8034722309718823
-900	19.29306704600458	-490846.51121178636	18.876744514263763	0.8057983488631475
-1000	21.472963504027575	-491373.2710349166	18.616180078117516	0.7971730019115018
-1100	23.64709996304009	-491828.2762096265	20.63637595038501	0.8615881023929768
-1200	25.83904358802829	-491647.1051627367	21.449999281358313	0.8851319812125469
-1300	28.030206754046958	-491987.4957155565	21.944797657780526	0.8971375290354537
-1400	30.230330879043322	-491917.84796803887	22.287450885627837	0.9041377046592202
-1500	32.43774754504557	-491890.14314394316	22.557803852683254	0.9099015726832729
-1600	34.645304961071815	-491952.7390536564	22.76436764081279	0.9146577978469925
-1700	36.84666692005703	-491856.83351079986	22.940294188613546	0.9176635707313037
-1800	39.045913712034235	-492040.46837745514	23.085547821175496	0.9203849466715877
-1900	41.24666546203662	-492010.41643040726	23.19966836543507	0.9209011950298427
-2000	43.44912871203269	-492055.6969300437	23.30477134764095	0.9231650370480009
-2100	45.64936854504049	-490748.0292262949	18.98769949446776	0.8091506661599879
-2200	47.84915833701962	-491967.17938456155	18.608218994085725	0.7822915355979002
-2300	50.03245662903646	-489719.43777120765	18.70272147967195	0.7981376929078594
-2400	52.22020592004992	-490599.709342816	18.78710001180641	0.8026661314980674
-2500	54.37820479503716	-491427.22948235384	18.528343746914565	0.7953813473625237
-2600	56.57675000303425	-491027.4222700124	18.879511893709076	0.8053253321478675
-2700	58.74250417004805	-490737.6335085422	18.78728289964615	0.8016015309201483
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--- a/img/shepplogan256x256_pdps_known_zerodual_10_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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-1	1.3666984159499407e-5	551878.3375775854	-0.14938477322295188	0.005295187802576954
-2	0.027955458004726097	468833.3438170513	0.3312041982470264	0.007808015136724637
-3	0.04140179100795649	437836.98926654016	0.698710679415212	0.009991751300485092
-4	0.06929237401345745	392361.02458315983	1.0229076961508048	0.012165106308337944
-5	0.08272649900754914	356108.41262497305	1.3247690829026135	0.014278659069774931
-6	0.11460129101760685	317339.3661797293	1.6064739392716765	0.015015169788863799
-7	0.12801895799930207	279318.29322587734	1.9131707416410153	0.016963578296895397
-8	0.15615395799977705	242175.41429933274	2.2237779767987935	0.019341200192784295
-9	0.16955399999278598	201938.89648056298	2.555543571772586	0.021898507889675387
-10	0.19735012500314042	163977.1734280975	2.8783463795958024	0.023782940914571647
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--- a/img/shepplogan256x256_pdps_known_zerodual_15_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_zerodual_15_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	7.624999852851033e-6	553620.2403760896	-0.14938477322295188	0.005295187802576954
-2	0.02942737500416115	469899.7479824107	0.3312041982470264	0.007808015136724637
-3	0.042885333008598536	438549.7730106998	0.698710679415212	0.009991751300485092
-4	0.07075416599400342	392909.9688060973	1.0229076961508048	0.012165106308337944
-5	0.0843872909899801	356548.02595477295	1.3247690829026135	0.014278659069774931
-6	0.11219974898267537	317763.9767181882	1.6064739392716765	0.015015169788863799
-7	0.12559458299074322	279683.3860222197	1.9131707416410153	0.016963578296895397
-8	0.15342070799670182	242494.13902908965	2.2237779767987935	0.019341200192784295
-9	0.16673554098815657	202220.8121917766	2.555543571772586	0.021898507889675387
-10	0.1944517910014838	164242.9172240287	2.8783463795958024	0.023782940914571647
-11	0.20781275001354516	128018.00095327853	3.2164942712579387	0.026848932049455036
-12	0.23537595802918077	91753.96118939866	3.5523227601029745	0.02974436600379135
-13	0.24872858301387168	56594.06746394796	3.900527671336635	0.03359027302190973
-14	0.27645679100533016	21464.406994873985	4.253260284438286	0.0386436848735255
-15	0.29060920802294277	-7028.47668920877	4.586538554501873	0.041598722801951996
-16	0.31833320803707466	-38229.0781658136	4.947726432137596	0.04832654693033259
-17	0.3316813740239013	-55070.525776004804	5.229844554323778	0.04982974414391782
-18	0.3594583740050439	-100303.40744750749	5.691026609144715	0.06630568930375105
-19	0.37276504101464525	-131107.26799339868	6.079345083729724	0.0797018113720652
-20	0.40055237399064936	-161060.33193163955	6.473688457809558	0.09200752652358714
-30	0.6064442490169313	-372584.5382026095	10.60626727872252	0.35010810373406537
-40	0.8118365410191473	-458942.78423151973	14.326132735901755	0.5181147271597553
-50	1.0167014580219984	-484575.7244275047	16.384844996171214	0.6119366101123619
-60	1.2215233330207411	-489167.56967221183	17.232033355312126	0.6784893935028062
-70	1.426127291022567	-489552.6904533368	17.652710205766486	0.7122212066038374
-80	1.6307185830373783	-489860.3033033049	17.978985519208425	0.7368479408505025
-90	1.8353290830273181	-490536.7676690472	18.196376929434763	0.7523853184192726
-100	2.039830375026213	-490507.6350876701	18.341301117570726	0.7634223270688452
-110	2.2313825840246864	-490531.8041237684	18.380104201218867	0.7717887512742079
-120	2.4358892510354053	-490808.97256387543	18.46444934711335	0.777179179175655
-130	2.6414862090314273	-491068.6066394439	18.17161127901947	0.7726550311686369
-140	2.846199667052133	-491413.10319973924	17.802171790321026	0.7571092365873925
-150	3.050683959037997	-491142.88125271857	18.45266198776274	0.7831681933544719
-160	3.2553627930465154	-490675.0499261058	17.825972345591165	0.7727788688400669
-170	3.4599318760447204	-490813.400978039	18.70512032410371	0.7907928108047726
-180	3.6648374590440653	-490479.63442853355	18.47116991989026	0.790458403939364
-190	3.869611334055662	-491317.9945099525	18.480513479629906	0.7912955341071015
-200	4.074904626060743	-490385.64177324454	18.231869981426783	0.7903685570797601
-300	6.099365043075522	-490886.4053594548	18.7524555580695	0.7978147860498512
-400	8.127935084077762	-490722.57435009064	18.79892370679593	0.8018015087537103
-500	10.152374292054446	-490426.22326843656	18.745675687498235	0.8012763614703408
-600	12.214421126060188	-491330.67152543	18.91835568138744	0.8094843438752218
-700	14.2376894170593	-490859.0737796257	18.87397955269322	0.806794872099291
-800	16.267143000033684	-490658.1237398772	18.824960427819963	0.8068693031266551
-900	18.323979375039926	-490947.4622502024	18.926530688507125	0.8095033031981897
-1000	20.34873104203143	-491467.72312072385	18.6550693091996	0.8008033522448385
-1100	22.378781292034546	-491932.99937610974	20.54832370019883	0.8307233108375354
-1200	24.4092865420389	-491705.0290614756	21.05085933900191	0.8217514568333076
-1300	26.44045487503172	-492012.43177625106	21.262465781164085	0.8110656945929036
-1400	28.479363500053296	-491919.8444682135	21.369532990503373	0.802033454649987
-1500	30.51917829204467	-491875.75777684164	21.434589031495417	0.7960534487922497
-1600	32.55334804204176	-491926.7925433009	21.475095593059685	0.7921918181188484
-1700	34.61764129201765	-491823.4225520114	21.50312936806131	0.7894368759804411
-1800	36.649005667015444	-492002.1883006002	21.52344465704055	0.7862002381290228
-1900	38.70444350002799	-491967.1751713612	21.53799227912682	0.7831691148469722
-2000	40.75979050001479	-492005.7709270947	21.54847334711805	0.7823426980235039
-2100	42.789726292015985	-490828.1435625837	18.967809025672167	0.8087139188998447
-2200	44.8222225420177	-492062.5588837857	18.6483721857109	0.7852088168054554
-2300	46.85406450001756	-489817.2469090344	18.75597185961822	0.8014082528006686
-2400	48.885665166017134	-490698.37238350714	18.83510575586628	0.8062457686211124
-2500	50.90876212401781	-491531.7500327265	18.572222030650718	0.7992855363812701
-2600	52.938994290016126	-491132.8423503824	18.939235140345943	0.8097475721349302
-2700	54.967459665000206	-490839.15821827715	18.839722369266646	0.8051772618068038
-2800	57.00081758201122	-490949.4581836679	18.941806993306333	0.8087237103384954
-2900	59.027221707016	-491401.72262651287	18.89282813461027	0.809736148508977
-3000	61.05666304103215	-490895.4008628537	18.859556553059747	0.8058627825401694
-3100	63.09268562501529	-492208.35946609575	18.3054759376084	0.7886008707364921
-3200	65.12069870901178	-489895.0072907784	17.188528430883594	0.7574097912444878
-3300	67.14783741702558	-491512.0125533371	18.341458837434924	0.7832237241577746
-3400	69.18350991702755	-490595.103092527	18.443732001746323	0.7818784505054792
-3500	71.22357466703397	-491507.91736736655	18.708593036185313	0.8003797123832219
-3600	73.25976937502855	-491667.740716191	20.547890074573402	0.8315100877054485
-3700	75.29769454203779	-491964.79100958916	21.07354238941699	0.8213133681586493
-3800	77.32794487505453	-491739.97731807263	21.293222048203052	0.8118991256845762
-3900	79.35899608404725	-491909.591070261	21.4027285183851	0.8034071490537611
-4000	81.40973395903711	-491669.6773881238	21.463080910831927	0.7981941031232542
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--- a/img/shepplogan256x256_pdps_known_zerodual_20_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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_zerodual_20_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.25000461190939e-6	555362.1431745938	-0.14938477322295188	0.005295187802576954
-2	0.028181042027426884	470966.15214777016	0.3312041982470264	0.007808015136724637
-3	0.041830375033896416	439262.55675485946	0.698710679415212	0.009991751300485092
-4	0.069777208060259	393458.91302903474	1.0229076961508048	0.012165106308337944
-5	0.08312816606485285	356987.63928457286	1.3247690829026135	0.014278659069774931
-6	0.11100066607468762	318188.5872566471	1.6064739392716765	0.015015169788863799
-7	0.12435149907832965	280048.4788185622	1.9131707416410153	0.016963578296895397
-8	0.15291441607405432	242812.86375884654	2.2237779767987935	0.019341200192784295
-9	0.16625391607522033	202502.72790299024	2.555543571772586	0.021898507889675387
-10	0.19418541609775275	164508.66101995987	2.8783463795958024	0.023782940914571647
-11	0.20759162510512397	128257.76038142917	3.2164942712579387	0.026848932049455036
-12	0.23535529209766537	91976.87459291058	3.5523227601029745	0.02974436600379135
-13	0.2487648750829976	56802.01821931696	3.900527671336635	0.03359027302190973
-14	0.27655966609017923	21660.753639818915	4.253260284438286	0.0386436848735255
-15	0.29001054109539837	-6844.403371229227	4.586538554501873	0.041598722801951996
-16	0.3179179161088541	-38055.52563526244	4.947726432137596	0.04832654693033259
-17	0.3313058321364224	-54904.29200346828	5.229844554323778	0.04982974414391782
-18	0.35913712412002496	-100148.44370547187	5.691026609144715	0.06630568930375105
-19	0.37264220710494556	-130957.53956470353	6.079345083729724	0.0797018113720652
-20	0.40055179010960273	-160913.6302651916	6.473688457809558	0.09200752652358714
-30	0.6092457901104353	-372485.37920851714	10.60626727872252	0.35010810373406537
-40	0.8138747061311733	-458868.02779272915	14.326132735901755	0.5181147271597553
-50	1.0185280811274424	-484517.7095475861	16.384844996171214	0.6119366101123619
-60	1.2227950811211485	-489121.2595894212	17.232033355312126	0.6784893935028062
-70	1.4273361231316812	-489511.4588930125	17.652710205766486	0.7122212066038374
-80	1.631610082113184	-489821.64934501844	17.978985519208425	0.7368479408505025
-90	1.8360231661354192	-490499.5005654652	18.196376929434763	0.7523853184192726
-100	2.040617791149998	-490471.38102136116	18.341301117570726	0.7634223270688452
-110	2.232426041155122	-490496.64938610763	18.380104201218867	0.7717887512742079
-120	2.4414291241555475	-490774.22600727633	18.46444934711335	0.777179179175655
-130	2.6493300411384553	-491034.22720967047	18.17161127901947	0.7726550311686369
-140	2.8533816661220044	-491378.10600634885	17.802171790321026	0.7571092365873925
-150	3.0580657501413953	-491109.7458839844	18.45266198776274	0.7831681933544719
-160	3.26271650014678	-490641.60372471064	17.825972345591165	0.7727788688400669
-170	3.4672163331415504	-490780.5398469102	18.70512032410371	0.7907928108047726
-180	3.671390875155339	-490446.5689724819	18.47116991989026	0.790458403939364
-190	3.875878583145095	-491284.82438496716	18.480513479629906	0.7912955341071015
-200	4.081219667132245	-490352.55268704664	18.231869981426783	0.7903685570797601
-300	6.105315250140848	-490854.2837338541	18.7524555580695	0.7978147860498512
-400	8.133665500150528	-490689.3482404984	18.79892370679593	0.8018015087537103
-500	10.193888167123077	-490393.39867251524	18.745675687498235	0.8012763614703408
-600	12.26886225011549	-491297.35641411785	18.91835568138744	0.8094843438752218
-700	14.345041250111535	-490825.40786395164	18.87397955269322	0.806794872099291
-800	16.435299959091935	-490624.48099663405	18.824960427819963	0.8068693031266551
-900	18.507821501087165	-490913.89792150067	18.926530688507125	0.8095033031981897
-1000	20.55215450108517	-491434.399323983	18.6550693091996	0.8008033522448385
-1100	22.635145668085897	-491860.6024583633	20.54832370019883	0.8307233108375354
-1200	24.71918920907774	-491614.9800726894	21.05085933900191	0.8217514568333076
-1300	26.76594183407724	-491912.0423456552	21.262465781164085	0.8110656945929036
-1400	28.867448292090558	-491812.72484195454	21.369532990503373	0.802033454649987
-1500	30.917622250097338	-491764.30895662925	21.434589031495417	0.7960534487922497
-1600	32.99901920912089	-491812.62161544664	21.475095593059685	0.7921918181188484
-1700	35.055569376127096	-491707.201741386	21.50312936806131	0.7894368759804411
-1800	37.11444379313616	-491883.93983002746	21.52344465704055	0.7862002381290228
-1900	39.18675350211561	-491847.2546921652	21.53799227912682	0.7831691148469722
-2000	41.24934241810115	-491885.0027348614	21.54847334711805	0.7823426980235039
-2100	43.317206918116426	-490793.87474255223	18.967809025672167	0.8087139188998447
-2200	45.36484450212447	-492030.0778418274	18.6483721857109	0.7852088168054554
-2300	47.40798108512536	-489784.06879153784	18.75597185961822	0.8014082528006686
-2400	49.47027416812489	-490664.83620166656	18.83510575586628	0.8062457686211124
-2500	51.52006558512221	-491498.0913207374	18.572222030650718	0.7992855363812701
-2600	53.58092654310167	-491099.2788892835	18.939235140345943	0.8097475721349302
-2700	55.61820937710581	-490806.0166881317	18.839722369266646	0.8051772618068038
-2800	57.660897877125535	-490915.6916761121	18.941806993306333	0.8087237103384954
-2900	59.73842575214803	-491367.91766929324	18.89282813461027	0.809736148508977
-3000	61.76558550214395	-490861.68191744684	18.859556553059747	0.8058627825401694
-3100	63.791722877154825	-492175.11525229143	18.3054759376084	0.7886008707364921
-3200	65.82813583515235	-489861.2075477843	17.188528430883594	0.7574097912444878
-3300	67.86489058515872	-491480.02399401244	18.341458837434924	0.7832237241577746
-3400	69.9549478351546	-490564.2816551652	18.443732001746323	0.7818784505054792
-3500	72.00940800114768	-491475.4194460488	18.708593036185313	0.8003797123832219
-3600	74.07814112617052	-491594.4667937528	20.547890074573402	0.8315100877054485
-3700	76.13260575116146	-491872.8929397472	21.07354238941699	0.8213133681586493
-3800	78.18322854314465	-491638.2235680257	21.293222048203052	0.8118991256845762
-3900	80.27037362614647	-491801.101639377	21.4027285183851	0.8034071490537611
-4000	82.35469466712675	-491557.2784479906	21.463080910831927	0.7981941031232542
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--- a/img/shepplogan256x256_pdps_known_zerodual_25_10000_9000.txt	Wed Apr 24 16:55:04 2024 +0300
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,78 +0,0 @@
-# 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, 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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 = 0.25, 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_zerodual_25_10000_9000", dynrange = 1.0, Λ = 1.0)
-iter	time	function_value	psnr	ssim
-1	8.25000461190939e-6	557104.045973098	-0.14938477322295188	0.005295187802576954
-2	0.027825208991998807	472032.55631312955	0.3312041982470264	0.007808015136724637
-3	0.04130933398846537	439975.34049901913	0.698710679415212	0.009991751300485092
-4	0.06960362600511871	394007.8572519722	1.0229076961508048	0.012165106308337944
-5	0.08292183399316855	357427.2526143727	1.3247690829026135	0.014278659069774931
-6	0.11079516800236888	318613.19779510604	1.6064739392716765	0.015015169788863799
-7	0.12421116800396703	280413.57161490456	1.9131707416410153	0.016963578296895397
-8	0.15206475200830027	243131.58848860345	2.2237779767987935	0.019341200192784295
-9	0.16541175200836733	202784.64361420387	2.555543571772586	0.021898507889675387
-10	0.19311108501278795	164774.40481589106	2.8783463795958024	0.023782940914571647
-11	0.20648716803407297	128497.51980957978	3.2164942712579387	0.026848932049455036
-12	0.23422908503562212	92199.7879964225	3.5523227601029745	0.02974436600379135
-13	0.24766154401004314	57009.968974685966	3.900527671336635	0.03359027302190973
-14	0.276375794026535	21857.100284763845	4.253260284438286	0.0386436848735255
-15	0.2897641690215096	-6660.330053249684	4.586538554501873	0.041598722801951996
-16	0.31765008601360023	-37881.97310471128	4.947726432137596	0.04832654693033259
-17	0.3310372950218152	-54738.058230931754	5.229844554323778	0.04982974414391782
-18	0.35865983602707274	-99993.47996343624	5.691026609144715	0.06630568930375105
-19	0.3719451690267306	-130807.81113600837	6.079345083729724	0.0797018113720652
-20	0.3997344610397704	-160766.92859874366	6.473688457809558	0.09200752652358714
-30	0.6035979200387374	-372386.22021442483	10.60626727872252	0.35010810373406537
-40	0.8067512120469473	-458793.27135393856	14.326132735901755	0.5181147271597553
-50	1.009617545059882	-484459.6946676675	16.384844996171214	0.6119366101123619
-60	1.21258758706972	-489074.94950663066	17.232033355312126	0.6784893935028062
-70	1.4161872540717013	-489470.2273326881	17.652710205766486	0.7122212066038374
-80	1.6198465460620355	-489782.9953867319	17.978985519208425	0.7368479408505025
-90	1.8236814210831653	-490462.23346188315	18.196376929434763	0.7523853184192726
-100	2.027906713075936	-490435.12695505214	18.341301117570726	0.7634223270688452
-110	2.2167444210790563	-490461.4946484469	18.380104201218867	0.7717887512742079
-120	2.4205890040902887	-490739.47945067723	18.46444934711335	0.777179179175655
-130	2.624739754071925	-490999.847779897	18.17161127901947	0.7726550311686369
-140	2.828652712079929	-491343.1088129584	17.802171790321026	0.7571092365873925
-150	3.032371295063058	-491076.6105152501	18.45266198776274	0.7831681933544719
-160	3.236122962058289	-490608.1575233154	17.825972345591165	0.7727788688400669
-170	3.439890379057033	-490747.67871578137	18.70512032410371	0.7907928108047726
-180	3.6434688370500226	-490413.5035164302	18.47116991989026	0.790458403939364
-190	3.8476936700753868	-491251.6542599818	18.480513479629906	0.7912955341071015
-200	4.05153342007543	-490319.46360084874	18.231869981426783	0.7903685570797601
-300	6.081855462078238	-490822.16210825345	18.7524555580695	0.7978147860498512
-400	8.122511878085788	-490656.1221309062	18.79892370679593	0.8018015087537103
-500	10.156011211074656	-490360.57407659385	18.745675687498235	0.8012763614703408
-600	12.23714462807402	-491264.0413028057	18.91835568138744	0.8094843438752218
-700	14.276405711076222	-490791.74194827763	18.87397955269322	0.806794872099291
-800	16.31397966906661	-490590.8382533909	18.824960427819963	0.8068693031266551
-900	18.383862086076988	-490880.3335927989	18.926530688507125	0.8095033031981897
-1000	20.446723836066667	-491401.07552724215	18.6550693091996	0.8008033522448385
-1100	22.534541836066637	-491788.2055406168	20.54832370019883	0.8307233108375354
-1200	24.60110846106545	-491524.9310839032	21.05085933900191	0.8217514568333076
-1300	26.677505086059682	-491811.6529150594	21.262465781164085	0.8110656945929036
-1400	28.783322586066788	-491705.60521569557	21.369532990503373	0.802033454649987
-1500	30.877530253084842	-491652.8601364169	21.434589031495417	0.7960534487922497
-1600	32.97039954509819	-491698.4506875924	21.475095593059685	0.7921918181188484
-1700	35.04611450311495	-491590.9809307605	21.50312936806131	0.7894368759804411
-1800	37.112186253099935	-491765.69135945477	21.52344465704055	0.7862002381290228
-1900	39.195609837101074	-491727.3342129692	21.53799227912682	0.7831691148469722
-2000	41.27421321210568	-491764.2345426281	21.54847334711805	0.7823426980235039
-2100	43.34361275311676	-490759.6059225207	18.967809025672167	0.8087139188998447
-2200	45.4125870441203	-491997.59679986915	18.6483721857109	0.7852088168054554
-2300	47.476981961139245	-489750.89067404135	18.75597185961822	0.8014082528006686
-2400	49.560746336122975	-490631.300019826	18.83510575586628	0.8062457686211124
-2500	51.62614758609561	-491464.43260874826	18.572222030650718	0.7992855363812701
-2600	53.709673795092385	-491065.7154281846	18.939235140345943	0.8097475721349302
-2700	55.760243795084534	-490772.87515798624	18.839722369266646	0.8051772618068038
-2800	57.80251121107722	-490881.92516855634	18.941806993306333	0.8087237103384954
-2900	59.869123169075465	-491334.11271207366	18.89282813461027	0.809736148508977
-3000	61.913092127098935	-490827.96297204	18.859556553059747	0.8058627825401694
-3100	63.996678502095165	-492141.8710384871	18.3054759376084	0.7886008707364921
-3200	66.03315066808136	-489827.40780479024	17.188528430883594	0.7574097912444878
-3300	68.06209029309684	-491448.03543468774	18.341458837434924	0.7832237241577746
-3400	70.10792346010567	-490533.4602178033	18.443732001746323	0.7818784505054792
-3500	72.17749704408925	-491442.921524731	18.708593036185313	0.8003797123832219
-3600	74.21204454411054	-491521.1928713146	20.547890074573402	0.8315100877054485
-3700	76.2398600440938	-491780.9948699053	21.07354238941699	0.8213133681586493
-3800	78.27360550209414	-491536.46981797874	21.293222048203052	0.8118991256845762
-3900	80.30115916911745	-491692.612208493	21.4027285183851	0.8034071490537611
-4000	82.34527358610649	-491444.8795078573	21.463080910831927	0.7981941031232542
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