Mercurial > repos > PredictPDPS / file revision

# 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, 3937, 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3455, 8909, 3611, 8896, 2764, 9234, 2774, 9197, 4632, 8962, 4933, 3892, 9278, 4520, 3377, 9110, 9169, 3699, 4261, 9367, 9380, 9843, 9291, 9944, 4857, 2902, 3250, 3908, 4595, 8848, 4525, 8747, 4139, 4872, 4874, 4633, 2793, 9002, 9926, 3544, 3874, 9061, 9891, 9469, 9654, 9109, 3635, 3845, 8727, 3036, 3666, 9148, 2639, 9330, 3305, 3720, 4119, 4899, 9576, 4436, 4936, 8761, 8763, 4879, 3090, 3173, 3934, 2892, 9187, 4544, 9438, 3003, 8887, 2634, 9340, 9588, 9605, 2914, 3695, 3995, 8994, 9865, 3416, 8985, 4638, 9928, 4622, 2843, 3155, 3596, 8866, 8938, 9287, 9414, 2613, 3563, 4435, 9400, 9181, 4090, 3918, 3630, 3766, 4089, 4337, 3389, 3948, 4406, 4142, 4867, 2777, 3211, 3415, 9910, 4592, 9149, 4010, 9294, 9752, 4861, 2754, 9107, 4481, 3474, 4730, 2712, 4503, 4530, 2623, 3137, 4166, 9803, 3348, 3397, 8937, 9731, 2908, 3890, 4706, 8970, 4106, 9480, 4399, 4621, 3434, 4863, 9621, 4263, 8899, 2865, 2869, 3108, 3871, 3477, 8954, 9137, 2723, 4350, 3506, 8719, 9460, 4835, 3354, 9155, 9131, 4946, 4290, 2894, 4651, 4810, 2752, 4976, 9157, 9048, 4816, 9818, 2889, 3343, 9281, 4479, 3670, 2987, 3072, 3980, 9545, 9251, 2807, 3400, 9906, 3767, 4384, 9112, 3588, 9371, 3978, 4234, 9600, 9638, 3760, 3717, 9297, 4601, 3535, 8981, 9670, 9360, 2718, 4893, 9051, 2817, 4043, 8745, 3061, 9078, 9071, 3872, 8926, 9161, 3212, 4650, 9453, 2882, 9769, 3361, 3498, 3146, 3418, 3796, 8760, 3899, 3178, 4349, 2520, 3936, 2917, 2868, 2589, 4662, 3197, 3175, 9912, 9190, 3369, 3131, 9662, 3583, 3210, 3125, 4227, 4138, 9466, 4750, 4068, 4511, 4829, 3458, 2780, 4036, 3638, 3217, 4321, 8734, 3941, 4001, 2665, 4856, 4067, 8773, 4514, 4886, 9898, 9118, 9603, 3820, 3272, 4921, 4755, 9633, 4660, 2993, 3048, 2811, 9887, 3912, 4405, 8779, 8943, 9520, 4152, 9692, 4198, 4536, 3864, 8830, 9857, 2651, 4403, 9626, 3961, 4741, 9385, 4185, 9992, 9174, 9519, 2864, 3689, 3413, 9608, 9290, 4613, 4935, 3304, 3241, 2937, 9546, 3013, 3313, 3945, 4908, 4701, 4766, 9214, 4341, 3141, 3810, 4199, 9257, 3603, 3233, 4424, 2906, 4679, 9830, 4164, 3060, 3785, 9594, 3310, 4247, 9831, 3967, 9124, 2786, 3448, 3184, 9634, 9104, 9543, 9383, 2822, 3051, 4448, 4490, 9707, 4268, 4596, 2599, 8814, 3466, 9096, 4948, 8869, 3410, 4100, 9739, 9765, 3329, 9342, 2797, 3739, 4161, 8893, 3221, 4102, 8919, 9390, 3035, 3213, 3577, 3236, 4361, 9506, 9809, 3808, 4505, 9841, 4469, 2559, 9338, 9969, 8809, 3546, 9718, 4133, 9228, 4042, 2507, 3411, 9947, 8901, 4209, 8790, 3047, 3947, 3482, 9450, 9130, 4041, 4118, 2530, 3679, 4314, 4801, 3459, 8748, 9180, 9995, 8816, 3520, 2939, 3953, 9950, 9955, 4299, 3848, 9416, 3475, 8850, 2511, 3034, 3800, 2568, 2721, 9386, 9687, 3771, 3898, 9108, 4800, 2931, 8827, 8948, 8729, 3492, 9073, 3311, 4104, 4785, 8951, 2680, 2912, 3018, 4820, 2554, 8873, 4085, 3636, 4489, 9571, 9747, 4035, 3439, 4559, 2681, 3296, 4176, 3976, 4993, 4949, 4760, 9907, 3688, 3316, 4093, 4367, 3445, 4813, 8778, 3605, 8990, 9134, 9799, 3551, 9028, 3559, 9677, 3663, 4645, 3031, 8786, 9328, 4607, 4344, 4385, 9445, 4773, 2537, 3542, 9065, 3841, 2742, 9307, 4797, 2503, 2733, 3878, 4552, 4170, 3284, 3435, 9734, 4733, 3997, 3529, 2878, 2576, 4671, 4745, 4288, 9323, 9838, 3199, 8804, 2772, 4614, 3503, 9595, 3049, 9010, 3586, 4128, 9057, 9013, 8882, 9267, 9468, 3865, 4078, 4565, 9223, 4841, 2779, 4725, 3266, 3554, 4374, 8815, 2907, 2590, 2913, 9203, 9029, 4693, 4347, 9193, 4056, 9427, 8829, 3951, 2605, 2850, 4340, 4572, 9703, 4994, 3005, 9282, 9041, 2959, 9979, 9508, 8738, 2789, 2696, 8771, 9766, 3804, 2860, 4664, 2555, 4032, 9611, 4012, 4108, 4325, 4389, 2533, 3074, 3581, 3749, 3776, 4495, 4567, 4691, 4884, 4897, 9192, 2974, 3935, 2798, 3330, 4082, 2522, 9814, 9874, 4739, 2805, 4328, 4293, 9596, 9086, 9994, 8787, 8753, 9411, 9493, 4201, 9478, 3240, 4734, 9819, 4197, 3066, 3204, 3738, 9957, 9153, 9408, 2759, 2736, 3469, 4564, 3645, 3436, 3523, 4070, 4269, 8795, 2636, 3511, 9810, 3097, 8713, 9430, 9989, 4149, 3606, 4146, 9196, 9142, 3281, 9443, 9861, 2642, 3578, 9551, 3098, 2854, 2655, 4798, 3323, 3687, 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
150	0.3192570439132396	8091.249162394556	16.320483864184375	0.6133761996091348
160	0.33985079391277395	8058.8601300717455	16.93750732165186	0.6106076630492333
170	0.361124251910951	8061.900506474417	17.287521504830156	0.5938412942971824
180	0.3817155018914491	7966.122494301068	17.70762644064966	0.5835359754613875
190	0.40273629387957044	7934.281449974753	17.98882807258787	0.5622901778985978
200	0.4231557938619517	7850.707486199679	18.438464652086644	0.5687778554031158
300	0.6336565028759651	7675.871038091485	22.27231457883059	0.6628940020707316
400	0.8411046278779395	7641.290929692914	22.540912441655465	0.6764121959897639
500	1.0500544608803466	7562.147879122465	22.914812108996507	0.6953506028957859
600	1.2581009189016186	7702.500356515004	22.24653873903658	0.631793192507297
700	1.4681316278874874	7559.035880556541	23.621600868955824	0.7048041680774735
800	1.6771142529032659	7592.71290096671	22.73416953039586	0.7499675857978302
900	1.888201336900238	7579.42328437509	22.204413685500832	0.7142757753644825
1000	2.0984731289208867	7608.595607055907	22.42542510628708	0.7911987434196003
1100	2.3140705039259046	7606.174559816829	23.92540602098418	0.7898414502926588
1200	2.5265620449208654	7597.808735471306	23.437919309385617	0.7401483076313901
1300	2.7369885029038414	7727.8558490224	19.427255750366978	0.7007326558194698
1400	2.948589627892943	7686.723594247465	20.619019161121905	0.7051501883797373
1500	3.1634508369024843	7450.216688048271	25.702485720996894	0.7615258829320143
1600	3.3727358368923888	7536.430409225304	23.523144784638927	0.6820374264227319
1700	3.5828390868846327	7610.766154591639	24.23174939218926	0.7404039306962931
1800	3.795995919907	7490.488429425316	25.296763002017272	0.7927286864706856
1900	4.006987419910729	7596.831574915638	21.653568397667712	0.6838911450773439
2000	4.21426404491649	7535.703462313706	24.238901507515163	0.7590941447128485
2100	4.422402377909748	7581.504946406797	23.349086536682705	0.7642194714624163
2200	4.630421502894023	7472.8970274195	25.192441236301676	0.7853607072069009
2300	4.838918210880365	7580.518544193405	23.692420067193222	0.7323386461538908
2400	5.049738210858777	7460.672578874674	26.470513564140493	0.7877368111800438
2500	5.260061710869195	7546.2195132104425	24.115087943562653	0.7724144939117271
2600	5.449659919861006	7473.20480654463	28.78790551032631	0.8262705447520489
2700	5.6378598368610255	7460.349185450089	30.442784676815716	0.8396415475923066
2800	5.826882503868546	7516.243711499835	30.94004292503158	0.8430274282180112
2900	6.015328337874962	7463.100483860754	31.09025617398833	0.8452603359195029
3000	6.206492129858816	7501.375110040613	31.064393955647365	0.8434893904792026
3100	6.397737920837244	7477.454036812486	31.163256918752147	0.8450416344267941
3200	6.587823420821223	7533.477392547092	31.13376484457342	0.8446913653607477
3300	6.777726462809369	7501.851143326474	31.142219843571276	0.8433232929574578
3400	6.965053128806176	7514.456569681631	31.185835239258353	0.8456211612572078
3500	7.153522462816909	7473.545307733758	31.114849725641818	0.8445092169330419
3600	7.342880587821128	7537.001227844333	31.13496857054622	0.844539277172035
3700	7.5345942128042225	7547.125473140595	31.19554343573138	0.8456647963629261
3800	7.723413046798669	7405.565046031033	31.164964166936326	0.8458439098056534
3900	7.9133652548189275	7492.940065122415	31.10600608891748	0.8433299323410552
4000	8.10512721381383	7474.837353475999	31.13513630733103	0.8443824023368917
4100	8.29440096381586	7424.609764317555	31.176262125281603	0.8458671570566726
4200	8.485939754813444	7549.768558005493	31.103839684546443	0.842626176901939
4300	8.676452463812893	7548.738411513658	31.097015832700464	0.8428601246347401
4400	8.86556008880143	7433.775119985784	31.081357564275905	0.8443213044920101
4500	9.055080504796933	7555.118323271834	31.130171740692937	0.8438534783465808
4600	9.245603837800445	7504.267020628467	31.14321048584817	0.8454239680261297
4700	9.435715878789779	7466.127839094369	31.08467939598188	0.8441465515980132
4800	9.62669512879802	7560.156624480848	31.129084696146087	0.8439819319914326
4900	9.816864503809484	7455.671157523884	31.136320320176488	0.8442446361740403
5000	10.004897211823845	7476.718837066057	31.095599603932868	0.8445296152764181
5100	10.212743836804293	7541.869228316583	24.455167744415988	0.7179745672823244
5200	10.4222343788133	7486.774401943338	26.47995617853224	0.7767074064956875
5300	10.631616628816118	7562.468871746007	23.198377065405047	0.6919354091632317
5400	10.840731919830432	7584.551311310719	22.294582719825968	0.6216621842471675
5500	11.051321044826182	7749.257506475822	20.641418162199784	0.5615997008222012
5600	11.258596544823376	7511.21729388625	23.107488860462254	0.7031372682344376
5700	11.468372877832735	7630.006339048552	21.184176411916443	0.7236253421523382
5800	11.676939960831078	7656.0325407528235	21.681218068494175	0.7623020585119669
5900	11.890271085838322	7627.771923536438	21.73636519500881	0.740921167945481
6000	12.099801960837794	7524.2352437356485	24.570816531401846	0.7892349370587797
6100	12.311148085835157	7596.759695070484	23.47814571257317	0.7769018128414226
6200	12.521009585849242	7520.035478742996	27.245785289909893	0.8575747384660977
6300	12.733543793845456	7549.198798602793	26.120301676939487	0.8543740656684261
6400	12.946583084849408	7456.019469264604	28.09105455300632	0.8775233226445792
6500	13.159884376858827	7471.92784628511	26.556383397279298	0.8542254595595555
6600	13.373235251841834	7549.41810511389	24.366980190870947	0.8232444284361163
6700	13.584303918847581	7513.987682795745	24.655802106073853	0.8263056119271635
6800	13.79879783585784	7467.708718410661	28.05296668190564	0.8533863599531001
6900	14.009328210842796	7505.808292268325	27.09740203070734	0.8720317541135578
7000	14.220215460838517	7446.164527682322	30.83585219475882	0.8959838041565265
7100	14.433478794846451	7497.314169473574	24.182444976827952	0.8349307871802443
7200	14.646207253856119	7478.849972533747	25.681071190943623	0.8461017828963124
7300	14.857639837864554	7426.538989721612	29.918950024598217	0.8645152056090716
7400	15.071429628849728	7451.935612923201	29.36681239155018	0.880298883140742
7500	15.283590961858863	7535.736716744976	28.224963537976233	0.8633983920487224
7600	15.499144836852793	7454.388066825811	33.89240570029688	0.8816220910238163
7700	15.711390211858088	7464.70057603507	31.142066447440023	0.8575151459564447
7800	15.930085753876483	7441.271032326213	28.33930618636807	0.8409092550538454
7900	16.141822878853418	7656.824269269754	21.27671430884591	0.7945812026898911
8000	16.353272545849904	7632.667744089313	26.410313485859348	0.8438920020735633
8100	16.56728108684183	7595.574821791701	24.27757685017084	0.8409791981199447
8200	16.777726544853067	7475.6269747891665	26.86793728251954	0.8543899894628822
8300	16.98964721185621	7463.989237272304	27.859087980936934	0.8646428579851833
8400	17.204370086838026	7493.063858680555	25.979826230854343	0.8379939338997453
8500	17.417345794849098	7500.567104368502	28.139984638200694	0.873771889755581
8600	17.63122825382743	7451.221632939696	28.18453667943391	0.8622940778767443
8700	17.84357042083866	7425.055478783208	27.918723494350655	0.8610912998065587
8800	18.032447670819238	7396.8908711938475	32.08487921570574	0.8703720777777582
8900	18.22552275483031	7415.283105855767	33.57908393218259	0.8766451545795693
9000	18.414990545832552	7497.364233105807	34.01009758790429	0.8779244709721388
9100	18.604332962830085	7500.720821431442	34.145101955014844	0.8786535621632005
9200	18.794818920840044	7545.342485448083	34.213441595832535	0.87955218771444
9300	18.986170004849555	7490.644047244639	34.22683535600038	0.8795747161203916
9400	19.17686442186823	7469.3757114900045	34.257392194129054	0.8789220321480334
9500	19.368836588866543	7492.4121417023725	34.21877740072843	0.8787774852816043
9600	19.558854213857558	7460.753446483355	34.2686661361114	0.8798952089383641
9700	19.746505547867855	7415.432316407974	34.288118141781595	0.8796614200729451
9800	19.93624396485393	7432.724611653618	34.2898747300284	0.8801903455650117
9900	20.126797880860977	7520.451402091375	34.279921107753374	0.8795843760180782
10000	20.317247755854623	7546.687967825359	34.2442115706847	0.8784536038663127