PSO/benchmark_results/pso_v4_epoch_convergence.csv

1	seed	epoch	train_loss	train_acc	train_mse	test_loss	test_acc	test_mse	fit_time_sec
2	71	20	1.5967158079147339	0.4830000102519989	0.0660470575094223	1.7100492715835571	0.43799999356269836	0.07075551897287369	32.5467
3	71	40	1.1239886283874512	0.6434999704360962	0.04822305589914322	1.3276519775390625	0.578000009059906	0.05614830181002617	32.5467
4	71	60	0.8301568627357483	0.7429999709129333	0.03629826754331589	1.0045816898345947	0.6800000071525574	0.04412851482629776	32.5467
5	71	80	0.6516683101654053	0.7950000166893005	0.028850017115473747	0.8584634065628052	0.7360000014305115	0.037673790007829666	32.5467
6	71	100	0.5542685985565186	0.824999988079071	0.024905934929847717	0.7590173482894897	0.7620000243186951	0.03418450802564621	32.5467
7	71	120	0.49202004075050354	0.8399999737739563	0.021997792646288872	0.7061744332313538	0.7889999747276306	0.03144212067127228	32.5467
8	71	140	0.45162707567214966	0.8665000200271606	0.01984463632106781	0.6375347971916199	0.796999990940094	0.029180902987718582	32.5467
9	71	160	0.4246227741241455	0.8740000128746033	0.018856780603528023	0.6248053312301636	0.8009999990463257	0.028511321172118187	32.5467
10	71	180	0.39958131313323975	0.8799999952316284	0.01768091320991516	0.6031026244163513	0.8159999847412109	0.027248937636613846	32.5467
11	71	200	0.3831179141998291	0.8924999833106995	0.016940467059612274	0.5841547846794128	0.8180000185966492	0.026774849742650986	32.5467
12	71	220	0.36869707703590393	0.8970000147819519	0.016194477677345276	0.5548750162124634	0.8259999752044678	0.025661807507276535	32.5467
13	71	240	0.3557758927345276	0.8989999890327454	0.015656106173992157	0.5201151371002197	0.8420000076293945	0.023789195343852043	32.5467
14	72	20	1.673862338066101	0.46149998903274536	0.0692000463604927	1.8141505718231201	0.4099999964237213	0.07267315685749054	32.606
15	72	40	1.1490310430526733	0.6324999928474426	0.04914539307355881	1.372908592224121	0.5709999799728394	0.05662866309285164	32.606
16	72	60	0.8807169198989868	0.7369999885559082	0.03719912841916084	1.1267516613006592	0.6420000195503235	0.04854830726981163	32.606
17	72	80	0.6982801556587219	0.7914999723434448	0.030153820291161537	0.9025362133979797	0.7239999771118164	0.038956169039011	32.606
18	72	100	0.5910305380821228	0.8165000081062317	0.026041019707918167	0.7481632232666016	0.7570000290870667	0.03314316272735596	32.606
19	72	120	0.5200771689414978	0.8464999794960022	0.022959064692258835	0.6597934365272522	0.7889999747276306	0.029753563925623894	32.606
20	72	140	0.4719507694244385	0.8554999828338623	0.020908480510115623	0.58547043800354	0.8100000023841858	0.02705816738307476	32.606
21	72	160	0.4356405735015869	0.871999979019165	0.019257094711065292	0.583936333656311	0.8220000267028809	0.026691943407058716	32.606
22	72	180	0.4127918779850006	0.8725000023841858	0.018300892785191536	0.5632762312889099	0.8199999928474426	0.025847580283880234	32.606
23	72	200	0.3940938115119934	0.8805000185966492	0.017671920359134674	0.5363063216209412	0.8339999914169312	0.024680841714143753	32.606
24	72	220	0.37782323360443115	0.8845000267028809	0.017062701284885406	0.508123517036438	0.8399999737739563	0.023583590984344482	32.606
25	72	240	0.36558520793914795	0.8899999856948853	0.01645873300731182	0.49120959639549255	0.8429999947547913	0.022604094818234444	32.606
26	73	20	1.7135908603668213	0.4449999928474426	0.07240503281354904	1.8838708400726318	0.375	0.0778227150440216	32.7255
27	73	40	1.2155654430389404	0.6340000033378601	0.051504913717508316	1.4863072633743286	0.5569999814033508	0.06111995875835419	32.7255
28	73	60	0.9407793283462524	0.722000002861023	0.03982725366950035	1.1702646017074585	0.6439999938011169	0.049435749650001526	32.7255
29	73	80	0.7527623772621155	0.7749999761581421	0.032556530088186264	1.001193642616272	0.6919999718666077	0.04309915751218796	32.7255
30	73	100	0.6268301606178284	0.8140000104904175	0.027759678661823273	0.8296219706535339	0.7319999933242798	0.03728931397199631	32.7255
31	73	120	0.5454505681991577	0.8320000171661377	0.02451479621231556	0.7347204089164734	0.7730000019073486	0.03278779238462448	32.7255
32	73	140	0.46880221366882324	0.8575000166893005	0.021052677184343338	0.6670262813568115	0.7889999747276306	0.030432477593421936	32.7255
33	73	160	0.43280255794525146	0.8659999966621399	0.01961500570178032	0.6248233914375305	0.8080000281333923	0.028731103986501694	32.7255
34	73	180	0.4033927321434021	0.8790000081062317	0.017949724569916725	0.5680584907531738	0.8230000138282776	0.02612500637769699	32.7255
35	73	200	0.3850976228713989	0.8880000114440918	0.017122117802500725	0.5508874654769897	0.8209999799728394	0.025604458525776863	32.7255
36	73	220	0.3726767599582672	0.8899999856948853	0.016703158617019653	0.5412379503250122	0.8209999799728394	0.025124624371528625	32.7255
37	73	240	0.3600545823574066	0.8989999890327454	0.016138451173901558	0.5263404250144958	0.8190000057220459	0.024716168642044067	32.7255
38	74	20	1.5981744527816772	0.49950000643730164	0.06673180311918259	1.7434691190719604	0.42399999499320984	0.07240629941225052	32.9017
39	74	40	1.1163724660873413	0.6600000262260437	0.047663308680057526	1.2812504768371582	0.6079999804496765	0.05496295168995857	32.9017
40	74	60	0.8247233629226685	0.7429999709129333	0.03677733987569809	0.996366560459137	0.6800000071525574	0.044562000781297684	32.9017
41	74	80	0.6858600974082947	0.784500002861023	0.030640259385108948	0.8601324558258057	0.7350000143051147	0.03845023736357689	32.9017
42	74	100	0.5762760043144226	0.8274999856948853	0.025603292509913445	0.7484227418899536	0.7580000162124634	0.03352699801325798	32.9017
43	74	120	0.5109706521034241	0.8500000238418579	0.02288639359176159	0.6725562810897827	0.7960000038146973	0.030220312997698784	32.9017
44	74	140	0.4668312966823578	0.8600000143051147	0.021057307720184326	0.6381762623786926	0.8069999814033508	0.028759241104125977	32.9017
45	74	160	0.430540531873703	0.8709999918937683	0.01937052235007286	0.6036783456802368	0.8169999718666077	0.026846695691347122	32.9017
46	74	180	0.4092761278152466	0.8755000233650208	0.018336936831474304	0.5836188793182373	0.8199999928474426	0.0263815987855196	32.9017
47	74	200	0.3926721215248108	0.8865000009536743	0.017603637650609016	0.5680423378944397	0.8270000219345093	0.02558077871799469	32.9017
48	74	220	0.38078930974006653	0.8865000009536743	0.017137007787823677	0.5442376136779785	0.8379999995231628	0.024594470858573914	32.9017
49	74	240	0.37086427211761475	0.8880000114440918	0.016686489805579185	0.5385385155677795	0.8299999833106995	0.024481549859046936	32.9017
50	75	20	1.635738730430603	0.46950000524520874	0.06960180401802063	1.8486356735229492	0.4059999883174896	0.07580890506505966	32.7233
51	75	40	1.0605015754699707	0.6604999899864197	0.04849516972899437	1.2981681823730469	0.5630000233650208	0.05867462605237961	32.7233
52	75	60	0.7738548517227173	0.7615000009536743	0.03458299860358238	1.0294034481048584	0.671999990940094	0.04577324911952019	32.7233
53	75	80	0.6326538324356079	0.8125	0.02839995175600052	0.889915406703949	0.7300000190734863	0.03931796923279762	32.7233
54	75	100	0.529951810836792	0.8370000123977661	0.02384800836443901	0.762531042098999	0.7620000243186951	0.034515053033828735	32.7233
55	75	120	0.47619307041168213	0.8575000166893005	0.021528739482164383	0.6571563482284546	0.781000018119812	0.030564110726118088	32.7233
56	75	140	0.43610602617263794	0.8709999918937683	0.019426772370934486	0.6097874641418457	0.8140000104904175	0.028030628338456154	32.7233
57	75	160	0.4064372479915619	0.8794999718666077	0.01836566999554634	0.5621976256370544	0.8309999704360962	0.025522591546177864	32.7233
58	75	180	0.3866714835166931	0.8865000009536743	0.01732715405523777	0.557114839553833	0.8270000219345093	0.025415310636162758	32.7233
59	75	200	0.37161633372306824	0.8855000138282776	0.016865627840161324	0.5388693809509277	0.8289999961853027	0.025061823427677155	32.7233
60	75	220	0.3574405014514923	0.8939999938011169	0.016058821231126785	0.528910756111145	0.8289999961853027	0.024624072015285492	32.7233
61	75	240	0.3456318974494934	0.8945000171661377	0.0156160369515419	0.5028988122940063	0.8420000076293945	0.023111792281270027	32.7233