PSO/benchmark_results/pso_v4_full_mnist.csv

1	seed	epoch	train_loss	train_acc	train_mse	test_loss	test_acc	test_mse	fit_time_sec
2	71	20	1.6637481451034546	0.4778333306312561	0.06879015266895294	1.6244964599609375	0.4961000084877014	0.0671548843383789	33.649
3	71	40	1.165610432624817	0.6545166373252869	0.04875154793262482	1.0854827165603638	0.6718000173568726	0.046549420803785324	33.649
4	71	60	0.905483067035675	0.7269166707992554	0.0389271154999733	0.8291375041007996	0.7445999979972839	0.036550913006067276	33.649
5	71	80	0.7415720224380493	0.7783499956130981	0.03182263299822807	0.6753337979316711	0.7944999933242798	0.029618915170431137	33.649
6	71	100	0.6563442945480347	0.8064000010490417	0.02799912355840206	0.5993074178695679	0.8216999769210815	0.025761328637599945	33.649
7	71	120	0.588559091091156	0.8279500007629395	0.025105126202106476	0.5335480570793152	0.8414999842643738	0.022965701296925545	33.649
8	71	140	0.5534469485282898	0.8387500047683716	0.023768901824951172	0.5105180144309998	0.8489999771118164	0.022098202258348465	33.649
9	71	160	0.5169084668159485	0.8464000225067139	0.022431854158639908	0.4750884771347046	0.8555999994277954	0.02082662656903267	33.649
10	71	180	0.48863890767097473	0.8547000288963318	0.021347153931856155	0.4477296769618988	0.8686000108718872	0.01953563280403614	33.649
11	71	200	0.4686008393764496	0.8610333204269409	0.020526422187685966	0.43183833360671997	0.8719000220298767	0.018971838057041168	33.649
12	71	220	0.45222264528274536	0.8653833270072937	0.0198610108345747	0.4211212396621704	0.8756999969482422	0.01851881667971611	33.649
13	71	240	0.438436359167099	0.8698999881744385	0.019294776022434235	0.41157108545303345	0.878000020980835	0.018099937587976456	33.649
14	72	20	1.7392971515655518	0.4580833315849304	0.07111531496047974	1.7067090272903442	0.4602999985218048	0.07063549011945724	33.7062
15	72	40	1.2618558406829834	0.6182666420936584	0.05362313985824585	1.2296088933944702	0.6273000240325928	0.05239206552505493	33.7062
16	72	60	0.9506728053092957	0.7125833630561829	0.04073568433523178	0.90444415807724	0.725600004196167	0.03892349451780319	33.7062
17	72	80	0.7690414786338806	0.7677000164985657	0.0332583524286747	0.7225316762924194	0.7825000286102295	0.03151436522603035	33.7062
18	72	100	0.6607407331466675	0.7977833151817322	0.029053399339318275	0.6213417053222656	0.8091999888420105	0.02738099917769432	33.7062
19	72	120	0.5884125232696533	0.8225333094596863	0.02557925134897232	0.5514547824859619	0.8324999809265137	0.024056605994701385	33.7062
20	72	140	0.5509796142578125	0.8328999876976013	0.02395990863442421	0.5114421844482422	0.8463000059127808	0.022018717601895332	33.7062
21	72	160	0.5122449398040771	0.8464499711990356	0.022468935698270798	0.4830068349838257	0.8574000000953674	0.021029997617006302	33.7062
22	72	180	0.4828203022480011	0.8543833494186401	0.021225325763225555	0.45465460419654846	0.8646000027656555	0.01990104280412197	33.7062
23	72	200	0.46293872594833374	0.8621000051498413	0.020341966301202774	0.4369881749153137	0.8700000047683716	0.019186409190297127	33.7062
24	72	220	0.4459497630596161	0.8664166927337646	0.0197211392223835	0.41942450404167175	0.8730000257492065	0.0184775423258543	33.7062
25	72	240	0.4350419342517853	0.871566653251648	0.01916772872209549	0.41060513257980347	0.875	0.018150048330426216	33.7062
26	73	20	1.703110694885254	0.4322333335876465	0.07236693799495697	1.662993311882019	0.4422999918460846	0.07139508426189423	33.0256
27	73	40	1.234723448753357	0.605400025844574	0.05369972065091133	1.2019942998886108	0.6128000020980835	0.05271701514720917	33.0256
28	73	60	0.9583781361579895	0.7071499824523926	0.04126281663775444	0.9148314595222473	0.7215999960899353	0.03978179767727852	33.0256
29	73	80	0.781466543674469	0.7578666806221008	0.034513432532548904	0.7499686479568481	0.7670999765396118	0.03327890485525131	33.0256
30	73	100	0.6772935390472412	0.7944999933242798	0.029873577877879143	0.6402292251586914	0.8046000003814697	0.02839311771094799	33.0256
31	73	120	0.6110365986824036	0.8133666515350342	0.027105839923024178	0.5728253722190857	0.821399986743927	0.02574964240193367	33.0256
32	73	140	0.5631463527679443	0.8302500247955322	0.024875810369849205	0.5334057807922363	0.8353999853134155	0.023713810369372368	33.0256
33	73	160	0.5311679840087891	0.8410833477973938	0.023450637236237526	0.501768171787262	0.8464000225067139	0.022286171093583107	33.0256
34	73	180	0.5000290870666504	0.8493833541870117	0.022157883271574974	0.4740225672721863	0.8550000190734863	0.021153515204787254	33.0256
35	73	200	0.48113930225372314	0.8564833402633667	0.02121545933187008	0.4526425898075104	0.8634999990463257	0.020089736208319664	33.0256
36	73	220	0.46380415558815	0.8618666529655457	0.020463503897190094	0.4359147846698761	0.8684999942779541	0.019339669495821	33.0256
37	73	240	0.449687123298645	0.8664166927337646	0.019846484065055847	0.4234127998352051	0.8718000054359436	0.018784264102578163	33.0256
38	74	20	1.696816325187683	0.4334833323955536	0.07303200662136078	1.685478925704956	0.4397999942302704	0.07274489104747772	32.3565
39	74	40	1.2137997150421143	0.6062666773796082	0.053883783519268036	1.193790316581726	0.6158999800682068	0.05286615714430809	32.3565
40	74	60	0.9459328651428223	0.7093166708946228	0.04073885455727577	0.926419734954834	0.7172999978065491	0.03994119539856911	32.3565
41	74	80	0.7440351843833923	0.7731500267982483	0.03230465576052666	0.7158955335617065	0.7832000255584717	0.0311629269272089	32.3565
42	74	100	0.6222507357597351	0.8106666803359985	0.02721019648015499	0.5782299041748047	0.826200008392334	0.025308359414339066	32.3565
43	74	120	0.5712149143218994	0.8261666893959045	0.025098947808146477	0.5316479206085205	0.8402000069618225	0.023361243307590485	32.3565
44	74	140	0.5278127193450928	0.8391500115394592	0.02332845889031887	0.5003852248191833	0.8485000133514404	0.022033091634511948	32.3565
45	74	160	0.4974406957626343	0.8500166535377502	0.02210366539657116	0.4702143669128418	0.8614000082015991	0.02081647887825966	32.3565
46	74	180	0.4760556221008301	0.8567833304405212	0.0210970938205719	0.4514496922492981	0.8648999929428101	0.01998041942715645	32.3565
47	74	200	0.4600929617881775	0.8631166815757751	0.020222675055265427	0.43229734897613525	0.8694999814033508	0.01901264674961567	32.3565
48	74	220	0.44254931807518005	0.8678500056266785	0.019469955936074257	0.417081743478775	0.8754000067710876	0.018321329727768898	32.3565
49	74	240	0.43052077293395996	0.8725666403770447	0.018974633887410164	0.40485620498657227	0.8798999786376953	0.01778729446232319	32.3565
50	75	20	1.7082723379135132	0.42640000581741333	0.07211916148662567	1.6778934001922607	0.43220001459121704	0.07167963683605194	33.1184
51	75	40	1.2474853992462158	0.628333330154419	0.05103134736418724	1.1880637407302856	0.6402000188827515	0.04922466725111008	33.1184
52	75	60	0.9827106595039368	0.7029333114624023	0.041922468692064285	0.9340476393699646	0.7074000239372253	0.040672920644283295	33.1184
53	75	80	0.8061239719390869	0.7508833408355713	0.035569027066230774	0.7613834738731384	0.7562999725341797	0.03404615819454193	33.1184
54	75	100	0.6677705645561218	0.7959833145141602	0.029427148401737213	0.6365524530410767	0.8015999794006348	0.027956314384937286	33.1184
55	75	120	0.5898874998092651	0.8204500079154968	0.025896690785884857	0.5661898255348206	0.8285999894142151	0.024743687361478806	33.1184
56	75	140	0.5386065244674683	0.8367666602134705	0.023783763870596886	0.5188254714012146	0.8396999835968018	0.022942783311009407	33.1184
57	75	160	0.5006535053253174	0.8497833609580994	0.022141018882393837	0.48212501406669617	0.8569999933242798	0.021169248968362808	33.1184
58	75	180	0.47602227330207825	0.8565999865531921	0.021099673584103584	0.45692178606987	0.861299991607666	0.020099563524127007	33.1184
59	75	200	0.4532005488872528	0.8648999929428101	0.020130231976509094	0.4406105577945709	0.8676999807357788	0.019379951059818268	33.1184
60	75	220	0.4393870532512665	0.8705000281333923	0.019430004060268402	0.42279207706451416	0.8766999840736389	0.018535815179347992	33.1184
61	75	240	0.4296344220638275	0.8724499940872192	0.019024165347218513	0.40994536876678467	0.8802000284194946	0.01800552010536194	33.1184