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813433000a88847932627a59cb3a5b18b7019cb8
PSO/benchmark_results/pso_v4_tuning_search.csv
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jung-geun 813433000a feat: modernize PSO and add convergence research 
Migrate the package and examples to the tensor-native PyTorch implementation, add benchmark evidence, and add the guarded post-training convergence protocol with TensorBoard progress monitoring and hash-verified recovery.

Constraint: Preserve one-shot official-test sealing and auditable research artifacts

Rejected: Commit local .omc runs and downloaded datasets | multi-gigabyte runtime state is machine-local

Confidence: high

Scope-risk: broad

Not-tested: Production CUDA run on pieroot-server
2026-09-07 22:03:25 +09:00

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method,candidate_label,seed,n_particles,epochs,particle_epochs,train_loss,train_acc,val_loss,val_acc,val_mse,fit_time_sec,data_fingerprint,model_fingerprint,device
adaptive_moment,am_b0.03_s0.5,51,30,80,2400,1.112807035446167,0.6570000052452087,1.0964455604553223,0.6633333563804626,0.046677425503730774,2.5230953749269247,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.03_s0.5,52,30,80,2400,0.995387077331543,0.6869999766349792,1.0115970373153687,0.6816666722297668,0.04280940815806389,2.5447300830855966,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.03_s0.5,53,30,80,2400,0.9480092525482178,0.7080000042915344,0.9940392971038818,0.6883333325386047,0.0421285405755043,2.493663167115301,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.03_s1.0,51,30,80,2400,0.9984938502311707,0.7024999856948853,1.0240328311920166,0.6850000023841858,0.04404553398489952,2.54264641716145,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.03_s1.0,52,30,80,2400,1.0163198709487915,0.6890000104904175,0.9720749855041504,0.6933333277702332,0.042471032589673996,2.491340707987547,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.03_s1.0,53,30,80,2400,1.0211265087127686,0.6884999871253967,1.081996202468872,0.6850000023841858,0.04483034089207649,2.633713499875739,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.03_s1.5,51,30,80,2400,1.0612047910690308,0.6735000014305115,1.030881404876709,0.6850000023841858,0.04405777156352997,2.8367540831677616,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.03_s1.5,52,30,80,2400,0.9462777972221375,0.7149999737739563,0.8990310430526733,0.7266666889190674,0.03923330828547478,2.5477614579722285,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.03_s1.5,53,30,80,2400,0.9608960747718811,0.7120000123977661,1.0034033060073853,0.6833333373069763,0.042279649525880814,2.5643632498104125,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.06_s0.5,51,30,80,2400,1.068866491317749,0.6855000257492065,1.0220483541488647,0.675000011920929,0.04446922242641449,2.6285997920203954,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.06_s0.5,52,30,80,2400,0.9650915265083313,0.7080000042915344,0.9152445197105408,0.7083333134651184,0.04066821560263634,2.7918378338217735,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.06_s0.5,53,30,80,2400,0.9414446949958801,0.7014999985694885,0.9156243801116943,0.721666693687439,0.03982962667942047,2.729898874880746,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.06_s1.0,51,30,80,2400,1.0662047863006592,0.6754999756813049,0.9721739888191223,0.6899999976158142,0.042344048619270325,2.5812953328713775,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.06_s1.0,52,30,80,2400,0.9808334112167358,0.6924999952316284,0.9488086104393005,0.6933333277702332,0.04174558073282242,2.8018474159762263,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.06_s1.0,53,30,80,2400,0.9464473724365234,0.7085000276565552,0.9320653080940247,0.7083333134651184,0.040938157588243484,2.7171109160408378,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.06_s1.5,51,30,80,2400,1.1136488914489746,0.6549999713897705,1.1235008239746094,0.6650000214576721,0.04781530797481537,2.7500752080231905,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.06_s1.5,52,30,80,2400,1.0324392318725586,0.6825000047683716,1.0213521718978882,0.6833333373069763,0.04513593390583992,3.103288209065795,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.06_s1.5,53,30,80,2400,1.0860146284103394,0.6589999794960022,1.0920277833938599,0.6499999761581421,0.04753243178129196,2.862214791122824,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.1_s0.5,51,30,80,2400,1.0369712114334106,0.6644999980926514,1.0877516269683838,0.6766666769981384,0.04590357467532158,2.8528131251223385,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.1_s0.5,52,30,80,2400,0.9936539530754089,0.6965000033378601,0.9451570510864258,0.6983333230018616,0.040929101407527924,2.7851123749278486,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.1_s0.5,53,30,80,2400,0.9365023374557495,0.7014999985694885,0.8658249974250793,0.7283333539962769,0.038747914135456085,2.7191387079656124,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.1_s1.0,51,30,80,2400,1.0722532272338867,0.6995000243186951,0.9926102757453918,0.7016666531562805,0.04247405380010605,2.8380547501146793,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.1_s1.0,52,30,80,2400,0.9977437853813171,0.6930000185966492,1.009635329246521,0.6966666579246521,0.04288069158792496,2.905045999912545,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.1_s1.0,53,30,80,2400,1.0425642728805542,0.6664999723434448,1.0561128854751587,0.6783333420753479,0.0449373684823513,2.7804793331306428,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.1_s1.5,51,30,80,2400,1.0099478960037231,0.6775000095367432,1.00997793674469,0.6899999976158142,0.042956266552209854,2.8892802079208195,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.1_s1.5,52,30,80,2400,1.0597009658813477,0.6744999885559082,1.063821792602539,0.6966666579246521,0.044883932918310165,2.669369083130732,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.1_s1.5,53,30,80,2400,0.986152708530426,0.7080000042915344,1.0491483211517334,0.6850000023841858,0.04293783754110336,2.626303083030507,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.15_s0.5,51,30,80,2400,1.1084171533584595,0.652999997138977,1.1322306394577026,0.6600000262260437,0.04928039386868477,2.5766194579191506,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.15_s0.5,52,30,80,2400,0.970059335231781,0.7129999995231628,0.9312149882316589,0.7300000190734863,0.03986109420657158,2.731992583023384,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.15_s0.5,53,30,80,2400,0.9970248341560364,0.6995000243186951,0.9656715989112854,0.70333331823349,0.04226723685860634,3.0274115409702063,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.15_s1.0,51,30,80,2400,1.0099536180496216,0.7009999752044678,0.9564719796180725,0.7166666388511658,0.04047820717096329,2.9793542500119656,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.15_s1.0,52,30,80,2400,1.0434995889663696,0.6819999814033508,0.9963273406028748,0.6949999928474426,0.04349374398589134,2.8151185419410467,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.15_s1.0,53,30,80,2400,1.0348174571990967,0.6840000152587891,1.0127019882202148,0.6866666674613953,0.04363732784986496,3.0412363330833614,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.15_s1.5,51,30,80,2400,1.1573493480682373,0.6299999952316284,1.2029211521148682,0.6133333444595337,0.05152761936187744,3.1714885828550905,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.15_s1.5,52,30,80,2400,1.060623288154602,0.6949999928474426,1.0831577777862549,0.6966666579246521,0.04344262182712555,2.993674041936174,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.15_s1.5,53,30,80,2400,1.0753278732299805,0.6769999861717224,0.9602290987968445,0.6983333230018616,0.0414869599044323,2.7658886671997607,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.06_s1.0_beta0.8,51,30,80,2400,1.1594665050506592,0.6480000019073486,1.1239941120147705,0.6700000166893005,0.047122661024332047,2.764871333958581,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.06_s1.0_beta0.8,52,30,80,2400,0.9945915341377258,0.7064999938011169,1.0324488878250122,0.6683333516120911,0.04436164349317551,2.830462665995583,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.06_s1.0_beta0.8,53,30,80,2400,0.9297089576721191,0.7110000252723694,0.938503623008728,0.70333331823349,0.04101715609431267,2.8122877080459148,bfc8de485755d7f3,00868f788440b8a0,mps
adaptive_moment,am_b0.06_s1.0_beta0.95,51,30,80,2400,1.1143780946731567,0.6514999866485596,1.0093973875045776,0.6800000071525574,0.04380199685692787,2.9217382080387324,bfc8de485755d7f3,82b3214d02e2e634,mps
adaptive_moment,am_b0.06_s1.0_beta0.95,52,30,80,2400,1.0144661664962769,0.6884999871253967,0.9828318357467651,0.6833333373069763,0.04375388100743294,2.777603624854237,bfc8de485755d7f3,ddffbe335bef15ad,mps
adaptive_moment,am_b0.06_s1.0_beta0.95,53,30,80,2400,1.1004270315170288,0.6600000262260437,1.0834088325500488,0.6683333516120911,0.04595582187175751,3.0502532080281526,bfc8de485755d7f3,00868f788440b8a0,mps
inertia,inertia_canonical,51,30,80,2400,1.4416260719299316,0.5649999976158142,1.4125466346740723,0.6000000238418579,0.05729174241423607,3.098805333022028,bfc8de485755d7f3,82b3214d02e2e634,mps
inertia,inertia_canonical,52,30,80,2400,1.665074348449707,0.4894999861717224,1.6294100284576416,0.5066666603088379,0.06497763097286224,2.652766958111897,bfc8de485755d7f3,ddffbe335bef15ad,mps
inertia,inertia_canonical,53,30,80,2400,1.4698249101638794,0.5565000176429749,1.4316622018814087,0.5683333277702332,0.059196680784225464,2.529014667030424,bfc8de485755d7f3,00868f788440b8a0,mps
inertia,inertia_tuned,51,30,80,2400,1.0468239784240723,0.699999988079071,1.0345858335494995,0.6816666722297668,0.04465937986969948,2.626064541982487,bfc8de485755d7f3,82b3214d02e2e634,mps
inertia,inertia_tuned,52,30,80,2400,0.9420707821846008,0.703000009059906,0.9224241375923157,0.7250000238418579,0.040230974555015564,2.5009557919111103,bfc8de485755d7f3,ddffbe335bef15ad,mps
inertia,inertia_tuned,53,30,80,2400,1.0711344480514526,0.6754999756813049,1.0678696632385254,0.6766666769981384,0.04436859115958214,2.4420957090333104,bfc8de485755d7f3,00868f788440b8a0,mps
inertia,inertia_low_w,51,30,80,2400,1.113174319267273,0.6365000009536743,1.0575727224349976,0.6850000023841858,0.0461583249270916,2.484879707917571,bfc8de485755d7f3,82b3214d02e2e634,mps
inertia,inertia_low_w,52,30,80,2400,1.0245047807693481,0.6790000200271606,0.9806669354438782,0.70333331823349,0.042586930096149445,2.643615792039782,bfc8de485755d7f3,ddffbe335bef15ad,mps
inertia,inertia_low_w,53,30,80,2400,1.0131726264953613,0.6859999895095825,0.9656168818473816,0.6983333230018616,0.04216707497835159,2.4834530411753803,bfc8de485755d7f3,00868f788440b8a0,mps
inertia,inertia_w_decay,51,30,80,2400,1.0393675565719604,0.6915000081062317,1.025821566581726,0.6983333230018616,0.04372088611125946,2.426888459129259,bfc8de485755d7f3,82b3214d02e2e634,mps
inertia,inertia_w_decay,52,30,80,2400,1.1047112941741943,0.6600000262260437,1.1661359071731567,0.6700000166893005,0.04753515496850014,2.480164624983445,bfc8de485755d7f3,ddffbe335bef15ad,mps
inertia,inertia_w_decay,53,30,80,2400,0.9673198461532593,0.6909999847412109,0.9870904684066772,0.6816666722297668,0.04321449622511864,2.422041916055605,bfc8de485755d7f3,00868f788440b8a0,mps
inertia,inertia_asymmetric,51,30,80,2400,1.0810083150863647,0.6775000095367432,1.0954482555389404,0.6949999928474426,0.04539918154478073,2.485565959010273,bfc8de485755d7f3,82b3214d02e2e634,mps
inertia,inertia_asymmetric,52,30,80,2400,0.9861184358596802,0.6909999847412109,1.0121054649353027,0.6933333277702332,0.043754804879426956,2.5209125420078635,bfc8de485755d7f3,ddffbe335bef15ad,mps
inertia,inertia_asymmetric,53,30,80,2400,0.9526417851448059,0.722000002861023,0.9798429608345032,0.70333331823349,0.04217696189880371,2.5959840829018503,bfc8de485755d7f3,00868f788440b8a0,mps
constriction,constriction_c201,51,30,80,2400,1.0345860719680786,0.6869999766349792,0.9738073945045471,0.6916666626930237,0.042279358953237534,2.698073250008747,bfc8de485755d7f3,82b3214d02e2e634,mps
constriction,constriction_c201,52,30,80,2400,1.0233638286590576,0.6865000128746033,1.0523117780685425,0.6883333325386047,0.043930795043706894,3.4117308750282973,bfc8de485755d7f3,ddffbe335bef15ad,mps
constriction,constriction_c201,53,30,80,2400,1.0302053689956665,0.6880000233650208,0.9275049567222595,0.7166666388511658,0.040264155715703964,3.1805959579069167,bfc8de485755d7f3,00868f788440b8a0,mps
constriction,constriction_c205_canonical,51,30,80,2400,1.0515944957733154,0.6759999990463257,1.0619410276412964,0.6933333277702332,0.044216156005859375,3.237764042103663,bfc8de485755d7f3,82b3214d02e2e634,mps
constriction,constriction_c205_canonical,52,30,80,2400,1.061699390411377,0.6744999885559082,1.016150712966919,0.6866666674613953,0.0442710816860199,2.7161605830769986,bfc8de485755d7f3,ddffbe335bef15ad,mps
constriction,constriction_c205_canonical,53,30,80,2400,0.9327093362808228,0.7289999723434448,0.8751127123832703,0.746666669845581,0.03667077049612999,2.968678707955405,bfc8de485755d7f3,00868f788440b8a0,mps
constriction,constriction_c205_tuned,51,30,80,2400,1.053567886352539,0.6825000047683716,0.991266667842865,0.699999988079071,0.04196731001138687,3.042221749899909,bfc8de485755d7f3,82b3214d02e2e634,mps
constriction,constriction_c205_tuned,52,30,80,2400,0.9388713836669922,0.7139999866485596,0.9303705096244812,0.7116666436195374,0.0403158962726593,2.8448961251415312,bfc8de485755d7f3,ddffbe335bef15ad,mps
constriction,constriction_c205_tuned,53,30,80,2400,0.9965179562568665,0.6995000243186951,0.9846652150154114,0.7133333086967468,0.04187808558344841,3.1848887908272445,bfc8de485755d7f3,00868f788440b8a0,mps
constriction,constriction_c250,51,30,80,2400,2.2795634269714355,0.18150000274181366,2.250452756881714,0.18666666746139526,0.08861013501882553,2.9961123750545084,bfc8de485755d7f3,82b3214d02e2e634,mps
constriction,constriction_c250,52,30,80,2400,2.2547407150268555,0.20350000262260437,2.2187206745147705,0.2150000035762787,0.08802558481693268,3.024313250090927,bfc8de485755d7f3,ddffbe335bef15ad,mps
constriction,constriction_c250,53,30,80,2400,2.19023060798645,0.19300000369548798,2.178219795227051,0.20499999821186066,0.08775272965431213,2.961929291021079,bfc8de485755d7f3,00868f788440b8a0,mps
constriction,constriction_asymmetric,51,30,80,2400,1.2645200490951538,0.6150000095367432,1.2170491218566895,0.6316666603088379,0.05265685170888901,3.023697500117123,bfc8de485755d7f3,82b3214d02e2e634,mps
constriction,constriction_asymmetric,52,30,80,2400,1.2607256174087524,0.6014999747276306,1.2684078216552734,0.5883333086967468,0.05453150346875191,2.8057189998216927,bfc8de485755d7f3,ddffbe335bef15ad,mps
constriction,constriction_asymmetric,53,30,80,2400,1.2320771217346191,0.6140000224113464,1.2376829385757446,0.6200000047683716,0.05186690762639046,2.709051915910095,bfc8de485755d7f3,00868f788440b8a0,mps
local_best,local_best_r1_constant,51,30,80,2400,1.4435429573059082,0.5354999899864197,1.4319947957992554,0.528333306312561,0.062414027750492096,2.6544057081919163,bfc8de485755d7f3,82b3214d02e2e634,mps
local_best,local_best_r1_constant,52,30,80,2400,1.4914970397949219,0.527999997138977,1.4473850727081299,0.5333333611488342,0.06336859613656998,2.7407990000210702,bfc8de485755d7f3,ddffbe335bef15ad,mps
local_best,local_best_r1_constant,53,30,80,2400,1.4734760522842407,0.5680000185966492,1.5045198202133179,0.5366666913032532,0.06426934152841568,2.693694499786943,bfc8de485755d7f3,00868f788440b8a0,mps
local_best,local_best_r2_constant,51,30,80,2400,1.2284750938415527,0.6345000267028809,1.191932201385498,0.628333330154419,0.0514327734708786,2.4563205409795046,bfc8de485755d7f3,82b3214d02e2e634,mps
local_best,local_best_r2_constant,52,30,80,2400,1.1704559326171875,0.6504999995231628,1.1325551271438599,0.6700000166893005,0.049076274037361145,2.5833707919809967,bfc8de485755d7f3,ddffbe335bef15ad,mps
local_best,local_best_r2_constant,53,30,80,2400,1.243313193321228,0.6320000290870667,1.2125868797302246,0.6516666412353516,0.05214923247694969,2.475700625218451,bfc8de485755d7f3,00868f788440b8a0,mps
local_best,local_best_r4_constant,51,30,80,2400,1.0172255039215088,0.6884999871253967,1.0000126361846924,0.699999988079071,0.0425647497177124,2.4682277080137283,bfc8de485755d7f3,82b3214d02e2e634,mps
local_best,local_best_r4_constant,52,30,80,2400,0.9992414712905884,0.7089999914169312,0.9295963644981384,0.7283333539962769,0.04094172641634941,2.4259307920001447,bfc8de485755d7f3,ddffbe335bef15ad,mps
local_best,local_best_r4_constant,53,30,80,2400,0.9578440189361572,0.7139999866485596,0.9051287770271301,0.7450000047683716,0.03751235082745552,2.4171505419071764,bfc8de485755d7f3,00868f788440b8a0,mps
local_best,local_best_r1_decay,51,30,80,2400,1.4906078577041626,0.5640000104904175,1.4867504835128784,0.5400000214576721,0.06405453383922577,2.455931582953781,bfc8de485755d7f3,82b3214d02e2e634,mps
local_best,local_best_r1_decay,52,30,80,2400,1.4803287982940674,0.5559999942779541,1.4699759483337402,0.5733333230018616,0.0630197748541832,2.5800107079558074,bfc8de485755d7f3,ddffbe335bef15ad,mps
local_best,local_best_r1_decay,53,30,80,2400,1.4953768253326416,0.5370000004768372,1.4344968795776367,0.5416666865348816,0.06267009675502777,2.5192452499177307,bfc8de485755d7f3,00868f788440b8a0,mps
quantum,quantum_beta_0.5_1.0,51,30,80,2400,1.4666624069213867,0.5055000185966492,1.4257338047027588,0.5183333158493042,0.06076965853571892,2.411743083037436,bfc8de485755d7f3,82b3214d02e2e634,mps
quantum,quantum_beta_0.5_1.0,52,30,80,2400,1.4086458683013916,0.5370000004768372,1.3660792112350464,0.5383333563804626,0.05962810665369034,2.398069208022207,bfc8de485755d7f3,ddffbe335bef15ad,mps
quantum,quantum_beta_0.5_1.0,53,30,80,2400,1.3147938251495361,0.5580000281333923,1.295978307723999,0.574999988079071,0.05797567218542099,2.4090406668838114,bfc8de485755d7f3,00868f788440b8a0,mps
quantum,quantum_beta_0.6_1.0,51,30,80,2400,1.7944316864013672,0.3955000042915344,1.7316218614578247,0.4050000011920929,0.07277336716651917,2.4751413341145962,bfc8de485755d7f3,82b3214d02e2e634,mps
quantum,quantum_beta_0.6_1.0,52,30,80,2400,1.770385980606079,0.3785000145435333,1.7482523918151855,0.3866666555404663,0.07508829981088638,2.41624170797877,bfc8de485755d7f3,ddffbe335bef15ad,mps
quantum,quantum_beta_0.6_1.0,53,30,80,2400,1.711459994316101,0.4320000112056732,1.684290885925293,0.4399999976158142,0.07037489116191864,2.4244089999701828,bfc8de485755d7f3,00868f788440b8a0,mps
quantum,quantum_beta_0.5_1.2,51,30,80,2400,1.6640392541885376,0.4580000042915344,1.6313401460647583,0.43833333253860474,0.0688972994685173,2.379183917073533,bfc8de485755d7f3,82b3214d02e2e634,mps
quantum,quantum_beta_0.5_1.2,52,30,80,2400,1.5431870222091675,0.49149999022483826,1.515285849571228,0.5133333206176758,0.06496633589267731,2.3730562501586974,bfc8de485755d7f3,ddffbe335bef15ad,mps
quantum,quantum_beta_0.5_1.2,53,30,80,2400,1.7410157918930054,0.4059999883174896,1.7098183631896973,0.3916666805744171,0.07386184483766556,2.438973000040278,bfc8de485755d7f3,00868f788440b8a0,mps
quantum,quantum_beta_0.4_0.9,51,30,80,2400,1.4330989122390747,0.512499988079071,1.369968295097351,0.5433333516120911,0.06111948564648628,2.5881015001796186,bfc8de485755d7f3,82b3214d02e2e634,mps
quantum,quantum_beta_0.4_0.9,52,30,80,2400,1.4685417413711548,0.5249999761581421,1.3982360363006592,0.5716666579246521,0.06072157621383667,2.5672016669996083,bfc8de485755d7f3,ddffbe335bef15ad,mps
quantum,quantum_beta_0.4_0.9,53,30,80,2400,1.3139362335205078,0.5789999961853027,1.244922161102295,0.5799999833106995,0.056043192744255066,2.4583064999897033,bfc8de485755d7f3,00868f788440b8a0,mps
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