add run opt3_psn
Browse files
opt3_parallel_lif/opt3_psn.epochs.csv
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| 1 |
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tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
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| 2 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,1,2.568104354865489,0.34944237918215615,4.140670877514464,0.29545454545454547,0.29545454545454547,910093.4066742081,3.1082212924957275,3.1,2026-08-21T05:14:56.078348+00:00,0.14874327182769775,0.3462408430436078,0.35360384162734537,0.35487436546998863,0.3806110234821544,0.316815,"[0.14874327182769775, 0.3462408430436078, 0.35360384162734537, 0.35487436546998863, 0.3806110234821544]",,,,,
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| 3 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,2,1.6343555556797185,0.5092936802973977,1.812063697612647,0.45075757575757575,0.45075757575757575,952931.4441459277,2.625403642654419,5.7,2026-08-21T05:14:58.736547+00:00,0.16407700496561387,0.35926226657979626,0.3480157361311071,0.35499351690797243,0.372807792004417,0.319831,"[0.16407700496561387, 0.35926226657979626, 0.3480157361311071, 0.35499351690797243, 0.372807792004417]",1,126.43,0.0922,96.0,6066.0
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| 4 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,3,1.5273395696980359,0.49070631970260226,1.184198715470054,0.5454545454545454,0.5454545454545454,974476.0763574662,2.6358821392059326,8.4,2026-08-21T05:15:01.405197+00:00,0.17490875633323894,0.3593515157699585,0.34683556416455436,0.3504830704015844,0.3661375098368701,0.319543,"[0.17490875633323894, 0.3593515157699585, 0.34683556416455436, 0.3504830704015844, 0.3661375098368701]",,,,,
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| 5 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,4,1.3500181644822584,0.5669144981412639,1.044599543918263,0.5492424242424242,0.5492424242424242,979790.802036199,2.645698308944702,11.0,2026-08-21T05:15:04.084515+00:00,0.1767011398778242,0.36168136666802797,0.34726399183273315,0.34245911591193257,0.35899649998720956,0.31742,"[0.1767011398778242, 0.36168136666802797, 0.34726399183273315, 0.34245911591193257, 0.35899649998720956]",1,127.48,0.09369,96.0,6066.0
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| 6 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,5,1.3014805011146573,0.5966542750929368,1.085501593170744,0.571969696969697,0.571969696969697,980636.2408088235,2.6575026512145996,13.7,2026-08-21T05:15:06.786249+00:00,0.17309893317082348,0.36794762225712047,0.34922419225468354,0.34870848585577574,0.35667557576123404,0.319131,"[0.17309893317082348, 0.36794762225712047, 0.34922419225468354, 0.34870848585577574, 0.35667557576123404]",,,,,
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| 7 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,6,1.328905684354137,0.6301115241635687,1.0398181460120461,0.5833333333333334,0.5833333333333334,944202.9195418552,2.6662890911102295,16.3,2026-08-21T05:15:09.484427+00:00,0.16590186252313502,0.3542919264120214,0.3379068479818456,0.34040786939508777,0.35661133071955514,0.311024,"[0.16590186252313502, 0.3542919264120214, 0.3379068479818456, 0.34040786939508777, 0.35661133071955514]",1,131.23,0.09719,97.0,6066.0
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| 8 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,7,1.279441452380893,0.6245353159851301,0.9448355616945209,0.6401515151515151,0.6401515151515151,952213.2046097284,2.6876254081726074,19.0,2026-08-21T05:15:12.206729+00:00,0.169805150698213,0.35356760901563306,0.3392137411762686,0.3400198782191557,0.3505849715541391,0.310638,"[0.169805150698213, 0.35356760901563306, 0.3392137411762686, 0.3400198782191557, 0.3505849715541391]",1,138.33,0.10327,88.5,6066.0
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| 9 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,8,1.2439120586919963,0.6189591078066915,0.9284755732073928,0.625,0.6401515151515151,935341.7910067873,2.6954336166381836,21.7,2026-08-21T05:15:14.934826+00:00,0.16281667001107158,0.3518135617761051,0.33985963639091044,0.3348630719325122,0.3458854030160343,0.307048,"[0.16281667001107158, 0.3518135617761051, 0.33985963639091044, 0.3348630719325122, 0.3458854030160343]",,,,,
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| 10 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,9,1.2575019203597284,0.6189591078066915,0.9219908027937918,0.6325757575757576,0.6401515151515151,947213.3642533936,2.6857564449310303,24.4,2026-08-21T05:15:17.650959+00:00,0.16496286409742691,0.3617602569215438,0.335367888212204,0.32949401701197906,0.3457469519446878,0.307466,"[0.16496286409742691, 0.3617602569215438, 0.335367888212204, 0.32949401701197906, 0.3457469519446878]",1,113.72,0.08484,97.0,6066.0
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| 11 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,10,1.1985182090762823,0.6654275092936803,0.9534788709698301,0.625,0.6401515151515151,927463.3388009049,2.6958253383636475,27.1,2026-08-21T05:15:20.374168+00:00,0.1590017597464954,0.3603990603895748,0.3259998875505784,0.32301195053493276,0.3384852865163018,0.30138,"[0.1590017597464954, 0.3603990603895748, 0.3259998875505784, 0.32301195053493276, 0.3384852865163018]",,,,,
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| 12 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,11,1.186688138206652,0.6561338289962825,0.9280554435469888,0.5946969696969697,0.6401515151515151,924159.0941742081,2.7151122093200684,29.8,2026-08-21T05:15:23.118919+00:00,0.1576843410730362,0.36385661363601685,0.3190593579236199,0.3192591491867514,0.33416111153714795,0.298804,"[0.1576843410730362, 0.36385661363601685, 0.3190593579236199, 0.3192591491867514, 0.33416111153714795]",1,127.82,0.0964,96.0,6066.0
|
| 13 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,12,1.150199985415519,0.6747211895910781,0.9394996671965627,0.6553030303030303,0.6553030303030303,927947.5130090498,2.7232844829559326,32.5,2026-08-21T05:15:25.870024+00:00,0.15641078002312603,0.3691388719222125,0.3208634678055258,0.3189642008613138,0.33557236019302816,0.30019,"[0.15641078002312603, 0.3691388719222125, 0.3208634678055258, 0.3189642008613138, 0.33557236019302816]",,,,,
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| 14 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,13,1.0988513169235457,0.6895910780669146,0.9268657655426951,0.6590909090909091,0.6590909090909091,921725.2143665159,2.7503395080566406,35.3,2026-08-21T05:15:28.659669+00:00,0.15422746977385351,0.36971576073590445,0.3174518066294053,0.31587729559225197,0.32888614430147056,0.297232,"[0.15422746977385351, 0.36971576073590445, 0.3174518066294053, 0.31587729559225197, 0.32888614430147056]",1,122.84,0.09385,97.0,6066.0
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| 15 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,14,1.0584859914496043,0.7342007434944238,0.8353004852930704,0.6363636363636364,0.6590909090909091,914274.0320984162,2.76745867729187,38.1,2026-08-21T05:15:31.458280+00:00,0.1556367418345283,0.3612709904418272,0.31488967467756834,0.3146881391020382,0.3226073436877307,0.293819,"[0.1556367418345283, 0.3612709904418272, 0.31488967467756834, 0.3146881391020382, 0.3226073436877307]",,,,,
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| 16 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,15,1.0590832335355114,0.7323420074349443,0.7408789631092187,0.6704545454545454,0.6704545454545454,907039.3434671946,2.782726764678955,40.8,2026-08-21T05:15:34.270380+00:00,0.15248767943943248,0.3572244188364814,0.321935970993603,0.3141575227765476,0.3209877189467935,0.293359,"[0.15248767943943248, 0.3572244188364814, 0.321935970993603, 0.3141575227765476, 0.3209877189467935]",1,138.78,0.10727,95.0,6066.0
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| 17 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,16,1.0713307600482245,0.7286245353159851,0.9769172487836896,0.5833333333333334,0.6704545454545454,887894.5087669684,2.8178200721740723,43.7,2026-08-21T05:15:37.122774+00:00,0.14717298921416788,0.35401065034024853,0.3139045571579653,0.311111636021558,0.3183657106231241,0.288913,"[0.14717298921416788, 0.35401065034024853, 0.3139045571579653, 0.311111636021558, 0.3183657106231241]",1,135.63,0.10616,96.0,6066.0
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| 18 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,17,1.0733581298345969,0.70817843866171,0.9915298187371456,0.6287878787878788,0.6704545454545454,877230.7690893664,2.8402962684631348,46.5,2026-08-21T05:15:39.990435+00:00,0.14538691762615652,0.3515569199534023,0.3064351835671593,0.307945868548225,0.3167128247373244,0.285608,"[0.14538691762615652, 0.3515569199534023, 0.3064351835671593, 0.307945868548225, 0.3167128247373244]",,,,,
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| 19 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,18,1.0527741620974913,0.7044609665427509,0.8258416219191118,0.6590909090909091,0.6704545454545454,854195.2682409502,2.8566770553588867,49.4,2026-08-21T05:15:42.874924+00:00,0.13493311668143554,0.3525741941788617,0.3032066401313333,0.3045761111904593,0.31140340426388907,0.281339,"[0.13493311668143554, 0.3525741941788617, 0.3032066401313333, 0.3045761111904593, 0.31140340426388907]",1,113.56,0.09011,99.0,6066.0
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| 20 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,19,0.9509861544605525,0.7806691449814126,0.7043347503199722,0.7159090909090909,0.7159090909090909,889143.1356052037,2.8823349475860596,52.2,2026-08-21T05:15:45.784996+00:00,0.14613455271019654,0.3601584872778724,0.30899907034986157,0.30836301165468555,0.3078901539830601,0.286309,"[0.14613455271019654, 0.3601584872778724, 0.30899907034986157, 0.30836301165468555, 0.3078901539830601]",,,,,
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| 21 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,20,0.9801058494468604,0.7546468401486989,1.0026091481700088,0.625,0.7159090909090909,881199.4124717194,2.897115468978882,55.1,2026-08-21T05:15:48.713687+00:00,0.14422998752664118,0.3588458702844732,0.30556680875666004,0.302605564103407,0.3055972456932068,0.283369,"[0.14422998752664118, 0.3588458702844732, 0.30556680875666004, 0.302605564103407, 0.3055972456932068]",1,130.03,0.10464,97.0,6066.0
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| 22 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,21,1.0446313482234912,0.724907063197026,0.8485475670207631,0.6931818181818182,0.7159090909090909,878077.492081448,2.900662899017334,58.0,2026-08-21T05:15:51.641156+00:00,0.1488745159962598,0.3509577442617977,0.2980711793198305,0.29776991816128,0.3023244773640352,0.2796,"[0.1488745159962598, 0.3509577442617977, 0.2980711793198305, 0.29776991816128, 0.3023244773640352]",,,,,
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| 23 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,22,0.9339807308296288,0.7806691449814126,0.7957618886774237,0.7196969696969697,0.7196969696969697,860131.0285633485,2.871277332305908,60.9,2026-08-21T05:15:54.538644+00:00,0.14341917283394756,0.34723229092710156,0.2932411484858569,0.2972816754789913,0.3018458958934335,0.276604,"[0.14341917283394756, 0.34723229092710156, 0.2932411484858569, 0.2972816754789913, 0.3018458958934335]",1,136.66,0.109,97.0,6066.0
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| 24 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,23,0.8988452188144386,0.7955390334572491,0.7735819455349084,0.7121212121212122,0.7196969696969697,851893.1356052037,2.830219268798828,63.7,2026-08-21T05:15:57.401675+00:00,0.14162979932392344,0.34520331025123596,0.2901146955349866,0.2922478651299196,0.2947929694372065,0.272798,"[0.14162979932392344, 0.34520331025123596, 0.2901146955349866, 0.2922478651299196, 0.2947929694372065]",,,,,
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| 25 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,24,0.8711399894664722,0.8215613382899628,0.7964394255117937,0.6893939393939394,0.7196969696969697,849755.8160350679,2.8112831115722656,66.6,2026-08-21T05:16:00.239806+00:00,0.14049852551782832,0.34619367648573485,0.28954653529559865,0.28840504323734956,0.2945248361896066,0.271834,"[0.14049852551782832, 0.34619367648573485, 0.28954653529559865, 0.28840504323734956, 0.2945248361896066]",1,129.83,0.10139,97.0,6066.0
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| 26 |
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opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,25,0.8973265977153991,0.8122676579925651,0.7667871081467831,0.7083333333333334,0.7196969696969697,847397.9437217194,2.7814764976501465,69.3,2026-08-21T05:16:03.047631+00:00,0.139956414261285,0.34696920479045196,0.28632953938315897,0.28584275175543394,0.29313533796983604,0.270447,"[0.139956414261285, 0.34696920479045196, 0.28632953938315897, 0.28584275175543394, 0.29313533796983604]",1,161.0,0.12439,99.0,6066.0
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| 27 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,26,0.9077477685580909,0.7955390334572491,0.7634470498923099,0.7045454545454546,0.7196969696969697,838332.4229355203,2.768277645111084,72.1,2026-08-21T05:16:05.842911+00:00,0.1380829618257635,0.3431369539569406,0.28424304899047403,0.2857409557875465,0.29166873237665963,0.268575,"[0.1380829618257635, 0.3431369539569406, 0.28424304899047403, 0.2857409557875465, 0.29166873237665963]",,,,,
|
| 28 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,27,0.8620441974760431,0.8345724907063197,0.6460319233663154,0.75,0.75,830082.5370475113,2.747023105621338,74.8,2026-08-21T05:16:08.616413+00:00,0.1370259777588003,0.339352094075259,0.28009982845362497,0.28651274828349843,0.29249999102424173,0.267098,"[0.1370259777588003, 0.339352094075259, 0.28009982845362497, 0.28651274828349843, 0.29249999102424173]",1,130.78,0.09979,97.5,6066.0
|
| 29 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,28,0.8492006792454915,0.8252788104089219,0.7610203858577844,0.7045454545454546,0.75,813947.3406391402,2.7338199615478516,77.6,2026-08-21T05:16:11.382715+00:00,0.13374923432574554,0.3337420453043545,0.2752813977353713,0.28054487003999595,0.28375817221753735,0.261415,"[0.13374923432574554, 0.3337420453043545, 0.2752813977353713, 0.28054487003999595, 0.28375817221753735]",,,,,
|
| 30 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,29,0.8570047523895604,0.8345724907063197,0.7984632840662291,0.6742424242424242,0.75,844420.4350961539,2.7222485542297363,80.3,2026-08-21T05:16:14.132669+00:00,0.14274563158259673,0.34161005651249604,0.28135910279610576,0.2820392969776602,0.280611548353644,0.265673,"[0.14274563158259673, 0.34161005651249604, 0.28135910279610576, 0.2820392969776602, 0.280611548353644]",1,142.7,0.10791,95.0,6066.0
|
| 31 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,30,0.8599278138029531,0.8420074349442379,0.5802984833717346,0.7575757575757576,0.7575757575757576,822574.020786199,2.7049286365509033,83.0,2026-08-21T05:16:16.869571+00:00,0.1361583874506109,0.3369559750837438,0.2776204435264363,0.2733735897961785,0.2740524270955254,0.259632,"[0.1361583874506109, 0.3369559750837438, 0.2776204435264363, 0.2733735897961785, 0.2740524270955254]",,,,,
|
| 32 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,31,0.8418729974434721,0.8420074349442379,0.7895855542385217,0.7234848484848485,0.7575757575757576,815381.2116798642,2.7083628177642822,85.7,2026-08-21T05:16:19.610547+00:00,0.13494806692880743,0.3328486137530383,0.2770073361256543,0.273124074234682,0.2746998545001535,0.258526,"[0.13494806692880743, 0.3328486137530383, 0.2770073361256543, 0.273124074234682, 0.2746998545001535]",1,131.07,0.09861,95.5,6066.0
|
| 33 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,32,0.8598135297626368,0.8513011152416357,0.7090401965560336,0.7348484848484849,0.7575757575757576,808945.1375848417,2.6933064460754395,88.4,2026-08-21T05:16:22.329880+00:00,0.1352112740278244,0.3305997725795297,0.26836564786293926,0.27264758243280296,0.2702562160351697,0.255416,"[0.1352112740278244, 0.3305997725795297, 0.26836564786293926, 0.27264758243280296, 0.2702562160351697]",,,,,
|
| 34 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,33,0.7980777805179469,0.8661710037174721,0.6119980342460402,0.8068181818181818,0.8068181818181818,821415.9779411765,2.694007158279419,91.1,2026-08-21T05:16:25.051219+00:00,0.13659866022713044,0.3373805775361903,0.27133360154488506,0.2794199217768276,0.27102336638114033,0.259151,"[0.13659866022713044, 0.3373805775361903, 0.27133360154488506, 0.2794199217768276, 0.27102336638114033]",1,134.06,0.10032,95.0,6066.0
|
| 35 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,34,0.7788462266602924,0.895910780669145,0.6794605219002926,0.7083333333333334,0.8068181818181818,829110.789168552,2.7074499130249023,93.8,2026-08-21T05:16:27.791117+00:00,0.1413869673714918,0.33518685137524323,0.2706906672786264,0.2816617418737972,0.2705821903312908,0.259902,"[0.1413869673714918, 0.33518685137524323, 0.2706906672786264, 0.2816617418737972, 0.2705821903312908]",,,,,
|
| 36 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,35,0.7557515776733483,0.8866171003717472,0.6220410032705828,0.7954545454545454,0.8068181818181818,833216.464790724,2.690342664718628,96.5,2026-08-21T05:16:30.508877+00:00,0.14398200546993928,0.3364576031179989,0.2670253918451421,0.27609673668356505,0.2684622196590199,0.258405,"[0.14398200546993928, 0.3364576031179989, 0.2670253918451421, 0.27609673668356505, 0.2684622196590199]",1,128.22,0.09582,95.5,6066.0
|
| 37 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,36,0.7970052711582538,0.8866171003717472,0.8120500969164299,0.6856060606060606,0.8068181818181818,815570.9742647059,2.689164876937866,99.2,2026-08-21T05:16:33.225634+00:00,0.13692772476112142,0.3326713337617762,0.2688367962837219,0.2772624738076154,0.2704220607000239,0.257224,"[0.13692772476112142, 0.3326713337617762, 0.2688367962837219, 0.2772624738076154, 0.2704220607000239]",1,131.66,0.09835,90.0,6066.0
|
| 38 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,37,0.7978280689636571,0.8940520446096655,0.6935033762093746,0.7007575757575758,0.8068181818181818,799206.3359728507,2.7014541625976562,101.9,2026-08-21T05:16:35.953477+00:00,0.1334599379230948,0.32646338378681855,0.2653237300760606,0.27205325224820304,0.26340603828430176,0.252141,"[0.1334599379230948, 0.32646338378681855, 0.2653237300760606, 0.27205325224820304, 0.26340603828430176]",,,,,
|
| 39 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,38,0.766628985511326,0.8903345724907064,0.6445378986271945,0.7462121212121212,0.8068181818181818,796003.8214083711,2.6996114253997803,104.6,2026-08-21T05:16:38.679355+00:00,0.12964395915760712,0.32889506220817566,0.26894066088339863,0.2749069333076477,0.260861617677352,0.25265,"[0.12964395915760712, 0.32889506220817566, 0.26894066088339863, 0.2749069333076477, 0.260861617677352]",1,114.09,0.08556,98.5,6066.0
|
| 40 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,39,0.7005026349347764,0.929368029739777,0.6361018473451788,0.7689393939393939,0.8068181818181818,791838.4654977375,2.711977243423462,107.3,2026-08-21T05:16:41.417839+00:00,0.12827685212387757,0.3286474469830008,0.266941603492288,0.27513259298661175,0.2583807005601771,0.251476,"[0.12827685212387757, 0.3286474469830008, 0.266941603492288, 0.27513259298661175, 0.2583807005601771]",,,,,
|
| 41 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,40,0.7202772701983116,0.9089219330855018,0.5777545408769087,0.7840909090909091,0.8068181818181818,778235.4503676471,2.7229957580566406,110.0,2026-08-21T05:16:44.173364+00:00,0.12330512790118947,0.3301093455623178,0.25950995613546934,0.2690926755175871,0.25578297762309804,0.24756,"[0.12330512790118947, 0.3301093455623178, 0.25950995613546934, 0.2690926755175871, 0.25578297762309804]",1,121.73,0.09208,96.0,6066.0
|
| 42 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,41,0.7093391125973273,0.9144981412639405,0.7256645217086329,0.7310606060606061,0.8068181818181818,789677.6865101809,2.7356977462768555,112.8,2026-08-21T05:16:46.935447+00:00,0.132075095001389,0.3248042008456062,0.25790073065196767,0.2652813108528362,0.2505780914250542,0.246128,"[0.132075095001389, 0.3248042008456062, 0.25790073065196767, 0.2652813108528362, 0.2505780914250542]",,,,,
|
| 43 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,42,0.7212500222110394,0.9070631970260223,0.6144077028288986,0.7651515151515151,0.8068181818181818,786708.0555712669,2.750206708908081,115.5,2026-08-21T05:16:49.712409+00:00,0.12953639556379878,0.3273061496369979,0.2579669426469242,0.2630893272512099,0.24862268742393046,0.245304,"[0.12953639556379878, 0.3273061496369979, 0.2579669426469242, 0.2630893272512099, 0.24862268742393046]",1,134.57,0.1028,96.0,6066.0
|
| 44 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,43,0.6833565713747727,0.9312267657992565,0.5995996540242975,0.803030303030303,0.8068181818181818,779532.8817873304,2.757671594619751,118.3,2026-08-21T05:16:52.496455+00:00,0.127511764273924,0.32468756507424745,0.2579283013063319,0.2618466229999767,0.24854494368328767,0.244104,"[0.127511764273924, 0.32468756507424745, 0.2579283013063319, 0.2618466229999767, 0.24854494368328767]",,,,,
|
| 45 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,44,0.6884979390743496,0.9182156133828996,0.6569908080678998,0.7803030303030303,0.8068181818181818,765632.5410067873,2.7705962657928467,121.0,2026-08-21T05:16:55.293633+00:00,0.12457261716618258,0.31911168203634377,0.2546885644688326,0.26046764324693117,0.2472472559003269,0.241218,"[0.12457261716618258, 0.31911168203634377, 0.2546885644688326, 0.26046764324693117, 0.2472472559003269]",1,137.36,0.10571,96.0,6066.0
|
| 46 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,45,0.672098618236173,0.9330855018587361,0.7424201206727461,0.7272727272727273,0.8068181818181818,765337.3108031674,2.774055004119873,123.8,2026-08-21T05:16:58.095718+00:00,0.12415870366727605,0.31962381741579843,0.2553490347721997,0.2583090101971346,0.24392187595367432,0.240272,"[0.12415870366727605, 0.31962381741579843, 0.2553490347721997, 0.2583090101971346, 0.24392187595367432]",1,121.99,0.094,97.0,6066.0
|
| 47 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,46,0.6910432040912954,0.9237918215613383,0.6014385855559147,0.8068181818181818,0.8068181818181818,759584.4288744343,2.788208246231079,126.6,2026-08-21T05:17:00.910566+00:00,0.12468795741305631,0.31739767334040475,0.24818318205721238,0.25265513798769784,0.2405074633219663,0.236686,"[0.12468795741305631, 0.31739767334040475, 0.24818318205721238, 0.25265513798769784, 0.2405074633219663]",,,,,
|
| 48 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,47,0.6958330366691249,0.9275092936802974,0.5530893423340537,0.7916666666666666,0.8068181818181818,771423.0222002262,2.791891574859619,129.4,2026-08-21T05:17:03.729604+00:00,0.1275048404932022,0.32092588964630575,0.25185883045196533,0.25487898728426767,0.24187174351776347,0.239408,"[0.1275048404932022, 0.32092588964630575, 0.25185883045196533, 0.25487898728426767, 0.24187174351776347]",1,64.99,0.0504,93.0,3033.0
|
| 49 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,48,0.6573088328634497,0.9349442379182156,0.5538810798616121,0.8106060606060606,0.8106060606060606,750791.4697398191,2.8044779300689697,132.2,2026-08-21T05:17:06.561703+00:00,0.12309186993276372,0.31249364509302024,0.2477339646395515,0.25228873070548563,0.2378393499290242,0.23469,"[0.12309186993276372, 0.31249364509302024, 0.2477339646395515, 0.25228873070548563, 0.2378393499290242]",1,61.46,0.04788,97.0,3033.0
|
| 50 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,49,0.6317886876350886,0.9535315985130112,0.5767373207843665,0.803030303030303,0.8106060606060606,751437.7914309956,2.79290771484375,135.0,2026-08-21T05:17:09.389680+00:00,0.12199239257503958,0.31525852399713855,0.2475742189323201,0.25335391829995546,0.23745580894105575,0.235127,"[0.12199239257503958, 0.31525852399713855, 0.2475742189323201, 0.25335391829995546, 0.23745580894105575]",1,132.84,0.10306,96.0,6066.0
|
| 51 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,50,0.668471126529807,0.9330855018587361,0.704843445257707,0.7916666666666666,0.8106060606060606,755337.3800904978,2.796283006668091,137.8,2026-08-21T05:17:12.214217+00:00,0.12333455769454732,0.3168092107071596,0.24632218655417948,0.2543983845149769,0.2348447950447307,0.235142,"[0.12333455769454732, 0.3168092107071596, 0.24632218655417948, 0.2543983845149769, 0.2348447950447307]",,,,,
|
| 52 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,51,0.6498978753958493,0.949814126394052,0.6716719143318407,0.7651515151515151,0.8106060606060606,749132.2577771493,2.7797653675079346,140.6,2026-08-21T05:17:15.021412+00:00,0.11915875445393954,0.31984100096365986,0.245260650620741,0.25387557289179635,0.23462242063354044,0.234552,"[0.11915875445393954, 0.31984100096365986, 0.245260650620741, 0.25387557289179635, 0.23462242063354044]",1,121.66,0.09394,96.0,6066.0
|
| 53 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,52,0.628749432395382,0.9572490706319703,0.6271450664057876,0.8181818181818182,0.8181818181818182,732192.4298642534,2.7695353031158447,143.3,2026-08-21T05:17:17.817842+00:00,0.11801415331223432,0.3111233816427343,0.2366052401416442,0.24759574234485626,0.2303272783756256,0.228733,"[0.11801415331223432, 0.3111233816427343, 0.2366052401416442, 0.24759574234485626, 0.2303272783756256]",,,,,
|
| 54 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,53,0.620148173052139,0.9535315985130112,0.5493587255477905,0.8257575757575758,0.8257575757575758,740253.3785350679,2.7669074535369873,146.1,2026-08-21T05:17:20.616240+00:00,0.12032804331358742,0.3126308462199043,0.2394922559752184,0.2483282019110287,0.2324354771305533,0.230643,"[0.12032804331358742, 0.3126308462199043, 0.2394922559752184, 0.2483282019110287, 0.2324354771305533]",1,137.3,0.10553,96.0,6066.0
|
| 55 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,54,0.6070682807482751,0.9702602230483272,0.5545081514300723,0.7916666666666666,0.8257575757575758,734727.2153563348,2.7589476108551025,148.9,2026-08-21T05:17:23.409907+00:00,0.11784247265142553,0.31177621553925905,0.2400374552782844,0.2506438195705414,0.2314526666613186,0.230351,"[0.11784247265142553, 0.31177621553925905, 0.2400374552782844, 0.2506438195705414, 0.2314526666613186]",,,,,
|
| 56 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,55,0.6038180381392014,0.9684014869888475,0.540387587113814,0.8409090909090909,0.8409090909090909,740320.0182409502,2.7452709674835205,151.6,2026-08-21T05:17:26.182155+00:00,0.12190273842390846,0.3098421237047981,0.23896073243197272,0.24829922002904556,0.2289260424235288,0.229586,"[0.12190273842390846, 0.3098421237047981, 0.23896073243197272, 0.24829922002904556, 0.2289260424235288]",1,123.13,0.0939,96.0,6066.0
|
| 57 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,56,0.6178163287808017,0.966542750929368,0.5513709079135548,0.8409090909090909,0.8409090909090909,734199.2003676471,2.7480666637420654,154.4,2026-08-21T05:17:28.962602+00:00,0.11793050827348933,0.31098010434823875,0.24061314673984752,0.249422104919658,0.22920953789178064,0.229631,"[0.11793050827348933, 0.31098010434823875, 0.24061314673984752, 0.249422104919658, 0.22920953789178064]",,,,,
|
| 58 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,57,0.5988672063253183,0.9776951672862454,0.6783546281583381,0.7878787878787878,0.8409090909090909,727986.0394513574,2.739298105239868,157.1,2026-08-21T05:17:31.729348+00:00,0.11713358584572287,0.30770082859431996,0.2384115483830957,0.24971404671669006,0.23061590071986704,0.228715,"[0.11713358584572287, 0.30770082859431996, 0.2384115483830957, 0.24971404671669006, 0.23061590071986704]",1,130.18,0.09906,95.0,6066.0
|
| 59 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,58,0.6151788584804889,0.9572490706319703,0.6881529706897158,0.803030303030303,0.8409090909090909,738108.9018665159,2.738105297088623,159.8,2026-08-21T05:17:34.494001+00:00,0.12189782805302564,0.30679674534236684,0.24069146023077123,0.249232176472159,0.2244813670130337,0.22862,"[0.12189782805302564, 0.30679674534236684, 0.24069146023077123, 0.249232176472159, 0.2244813670130337]",1,115.66,0.08797,97.5,6066.0
|
| 60 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,59,0.5923156700612887,0.9776951672862454,0.6131013776316787,0.7878787878787878,0.8409090909090909,741224.5620757919,2.723384141921997,162.6,2026-08-21T05:17:37.246198+00:00,0.12235911804087021,0.30993812399752,0.23929091060862823,0.2460563524680979,0.22510873833123377,0.228551,"[0.12235911804087021, 0.30993812399752, 0.23929091060862823, 0.2460563524680979, 0.22510873833123377]",,,,,
|
| 61 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,60,0.5897382852313243,0.9776951672862454,0.592766183795351,0.821969696969697,0.8409090909090909,741775.7594739819,2.730163812637329,165.3,2026-08-21T05:17:40.002061+00:00,0.12196343348306768,0.31130540020325603,0.23946933273006887,0.24486147130236907,0.2264112593496547,0.228802,"[0.12196343348306768, 0.31130540020325603, 0.23946933273006887, 0.24486147130236907, 0.2264112593496547]",1,132.73,0.10066,96.5,6066.0
|
| 62 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,61,0.5863402709641864,0.9758364312267658,0.6225810809568926,0.7916666666666666,0.8409090909090909,731933.6923076924,2.7318341732025146,168.0,2026-08-21T05:17:42.763624+00:00,0.11802901239956126,0.3110597764744478,0.23684162778012893,0.24513299412587108,0.22727586591944976,0.227668,"[0.11802901239956126, 0.3110597764744478, 0.23684162778012893, 0.24513299412587108, 0.22727586591944976]",,,,,
|
| 63 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,62,0.5943904211086855,0.9684014869888475,0.6091395977771643,0.8295454545454546,0.8409090909090909,733154.8926753394,2.743596315383911,170.8,2026-08-21T05:17:45.534385+00:00,0.12034668904893539,0.30796393226174745,0.23624718627508948,0.2446302254410351,0.22539040446281433,0.226916,"[0.12034668904893539, 0.30796393226174745, 0.23624718627508948, 0.2446302254410351, 0.22539040446281433]",1,137.7,0.10494,95.5,6066.0
|
| 64 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,63,0.5957557273176967,0.966542750929368,0.6162132747245558,0.8068181818181818,0.8409090909090909,737010.5692873304,2.736406087875366,173.5,2026-08-21T05:17:48.298246+00:00,0.12129844637478099,0.3094790560357711,0.23677727492416606,0.24461647166925318,0.22480663481880636,0.227396,"[0.12129844637478099, 0.3094790560357711, 0.23677727492416606, 0.24461647166925318, 0.22480663481880636]",,,,,
|
| 65 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,64,0.5817319183544598,0.9795539033457249,0.6156298771049037,0.8333333333333334,0.8409090909090909,739779.2468891402,2.7333381175994873,176.2,2026-08-21T05:17:51.059765+00:00,0.12290616947061875,0.3094945795395795,0.23574477258850546,0.24421830562984242,0.22182184983702266,0.226837,"[0.12290616947061875, 0.3094945795395795, 0.23574477258850546, 0.24421830562984242, 0.22182184983702266]",1,125.02,0.09492,96.0,6066.0
|
| 66 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,65,0.5884863357561672,0.9758364312267658,0.5761189171762178,0.8446969696969697,0.8446969696969697,743059.3604355203,2.7318811416625977,179.0,2026-08-21T05:17:53.819654+00:00,0.12245479489074033,0.31190718622768626,0.2384483805474113,0.24613417597378,0.2250695552896051,0.228803,"[0.12245479489074033, 0.31190718622768626, 0.2384483805474113, 0.24613417597378, 0.2250695552896051]",,,,,
|
| 67 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,66,0.5722173831276735,0.9795539033457249,0.5903154322595308,0.8333333333333334,0.8446969696969697,739671.7412330316,2.733577251434326,181.7,2026-08-21T05:17:56.587642+00:00,0.12248157096259735,0.31000180279507356,0.23595431008759668,0.24521370582720814,0.22296696726013632,0.227324,"[0.12248157096259735, 0.31000180279507356, 0.23595431008759668, 0.24521370582720814, 0.22296696726013632]",1,130.67,0.09922,95.0,6066.0
|
| 68 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,67,0.5638885369531283,0.9851301115241635,0.6491160031520959,0.8257575757575758,0.8446969696969697,733629.7276583711,2.74387264251709,184.4,2026-08-21T05:17:59.362659+00:00,0.12007862548617755,0.3099833656759823,0.234194716109949,0.24486757990191965,0.22128066332901225,0.226081,"[0.12007862548617755, 0.3099833656759823, 0.234194716109949, 0.24486757990191965, 0.22128066332901225]",1,128.56,0.09799,96.0,6066.0
|
| 69 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,68,0.5688486801647342,0.9795539033457249,0.585863861170682,0.8371212121212122,0.8446969696969697,727385.8255090498,2.748093366622925,187.2,2026-08-21T05:18:02.138915+00:00,0.11908775392700643,0.30667661393389983,0.23324473377536326,0.24340165187330806,0.22024579346179962,0.224531,"[0.11908775392700643, 0.30667661393389983, 0.23324473377536326, 0.24340165187330806, 0.22024579346179962]",,,,,
|
| 70 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,69,0.5619387994468433,0.9888475836431226,0.6409558220343157,0.8181818181818182,0.8446969696969697,722731.9909502262,2.7561731338500977,189.9,2026-08-21T05:18:04.923841+00:00,0.11683361232280731,0.3065411010209252,0.23355255758061128,0.24364420771598816,0.2227825320818845,0.224671,"[0.11683361232280731, 0.3065411010209252, 0.23355255758061128, 0.24364420771598816, 0.2227825320818845]",1,116.64,0.0893,99.0,6066.0
|
| 71 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,70,0.557743695145646,0.9888475836431226,0.6584167769460967,0.8257575757575758,0.8446969696969697,728225.6760463801,2.7545809745788574,192.7,2026-08-21T05:18:07.704517+00:00,0.11780639869325302,0.309089274967418,0.2347824240432066,0.24463746652883642,0.2235617146772497,0.225975,"[0.11780639869325302, 0.309089274967418, 0.2347824240432066, 0.24463746652883642, 0.2235617146772497]",,,,,
|
| 72 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,71,0.5718755892661425,0.9814126394052045,0.6745463609695435,0.8143939393939394,0.8446969696969697,728025.0702771493,2.756112813949585,195.5,2026-08-21T05:18:10.487338+00:00,0.11802509339416728,0.30797822861110463,0.23570086412570057,0.2448628956780714,0.22295509103466482,0.225904,"[0.11802509339416728, 0.30797822861110463, 0.23570086412570057, 0.2448628956780714, 0.22295509103466482]",1,127.73,0.09779,96.0,6066.0
|
| 73 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,72,0.5542549652681031,0.9907063197026023,0.6355600320931637,0.8068181818181818,0.8446969696969697,726386.2467477375,2.760880470275879,198.2,2026-08-21T05:18:13.275838+00:00,0.11827768648371977,0.30626235113424416,0.23513324295773225,0.2444490702713237,0.22096699563895955,0.225018,"[0.11827768648371977, 0.30626235113424416, 0.23513324295773225, 0.2444490702713237, 0.22096699563895955]",,,,,
|
| 74 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,73,0.5443853778023702,0.9907063197026023,0.5177846749623617,0.8446969696969697,0.8446969696969697,719128.1341911765,2.7689476013183594,201.0,2026-08-21T05:18:16.073822+00:00,0.11684033712920021,0.3040477949030259,0.2320423292763093,0.24223916758509242,0.21961339957573833,0.222957,"[0.11684033712920021, 0.3040477949030259, 0.2320423292763093, 0.24223916758509242, 0.21961339957573833]",1,121.8,0.09368,97.0,6066.0
|
| 75 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,74,0.5413526427346977,0.9981412639405205,0.5289197835055265,0.8484848484848485,0.8484848484848485,719148.6951357466,2.77085542678833,203.8,2026-08-21T05:18:18.871226+00:00,0.1169467568397522,0.30327266805312214,0.23309403482605429,0.24268294432583978,0.21971869205727296,0.223143,"[0.1169467568397522, 0.30327266805312214, 0.23309403482605429, 0.24268294432583978, 0.21971869205727296]",,,,,
|
| 76 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,75,0.547145271389901,0.9869888475836431,0.48882227232961944,0.8636363636363636,0.8636363636363636,717815.6217477375,2.7754242420196533,206.5,2026-08-21T05:18:21.678539+00:00,0.11605268716812134,0.3036070325795342,0.23341528808369355,0.2427547407500884,0.22126892647322485,0.22342,"[0.11605268716812134, 0.3036070325795342, 0.23341528808369355, 0.2427547407500884, 0.22126892647322485]",1,132.8,0.10238,96.0,6066.0
|
| 77 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,76,0.537950611912185,0.9962825278810409,0.5786477291222775,0.8257575757575758,0.8636363636363636,713639.4643665159,2.7732388973236084,209.3,2026-08-21T05:18:24.483934+00:00,0.11593365230981041,0.30135707995470834,0.23088690813849955,0.24104611838565154,0.2191535646424574,0.221675,"[0.11593365230981041, 0.30135707995470834, 0.23088690813849955, 0.24104611838565154, 0.2191535646424574]",,,,,
|
| 78 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,77,0.5444947598592056,0.9925650557620818,0.5879508871020693,0.8295454545454546,0.8636363636363636,713929.2433540723,2.771028757095337,212.1,2026-08-21T05:18:27.284125+00:00,0.11512979163843043,0.30234434674767885,0.2323435878052431,0.24235376978621764,0.21970900805557475,0.222376,"[0.11512979163843043, 0.30234434674767885, 0.2323435878052431, 0.24235376978621764, 0.21970900805557475]",1,131.61,0.1013,96.0,6066.0
|
| 79 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,78,0.5377642603168701,0.9962825278810409,0.5537077459422025,0.8446969696969697,0.8636363636363636,719359.1771776017,2.755802631378174,214.8,2026-08-21T05:18:30.069375+00:00,0.11643999814987183,0.30501126717118654,0.2325230039217893,0.24078425940345316,0.21936867166967952,0.222825,"[0.11643999814987183, 0.30501126717118654, 0.2325230039217893, 0.24078425940345316, 0.21936867166967952]",1,140.64,0.10766,96.0,6066.0
|
| 80 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,79,0.5453764955793615,0.9944237918215614,0.5678973378557147,0.8446969696969697,0.8636363636363636,718970.1264140272,2.7633612155914307,217.6,2026-08-21T05:18:32.860486+00:00,0.11650144703247968,0.30404073175262003,0.23318880621124716,0.2419359193128698,0.21933192277655883,0.223,"[0.11650144703247968, 0.30404073175262003, 0.23318880621124716, 0.2419359193128698, 0.21933192277655883]",,,,,
|
| 81 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,80,0.5465804639802103,0.9907063197026023,0.5733631758978872,0.8371212121212122,0.8636363636363636,720136.0562782806,2.7615089416503906,220.4,2026-08-21T05:18:35.649847+00:00,0.11775885916808072,0.3030836862676284,0.2323376790565603,0.24183525145053864,0.21838748367393718,0.222681,"[0.11775885916808072, 0.3030836862676284, 0.2323376790565603, 0.24183525145053864, 0.21838748367393718]",1,122.32,0.09383,96.0,6066.0
|
| 82 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,81,0.5325301894468003,1.0,0.5530595490426728,0.8522727272727273,0.8636363636363636,722207.475254525,2.754211664199829,223.1,2026-08-21T05:18:38.431309+00:00,0.11770843933610355,0.30505957147654367,0.23260199322420008,0.24147798296283274,0.2199804730275098,0.223366,"[0.11770843933610355, 0.30505957147654367, 0.23260199322420008, 0.24147798296283274, 0.2199804730275098]",,,,,
|
| 83 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,82,0.5358938814095848,0.9944237918215614,0.5371996128197872,0.8409090909090909,0.8636363636363636,720254.9534785068,2.754694700241089,225.9,2026-08-21T05:18:41.212222+00:00,0.11705216940711527,0.30435610518736,0.23277070417123683,0.24205320898224325,0.21966179942383485,0.223179,"[0.11705216940711527, 0.30435610518736, 0.23277070417123683, 0.24205320898224325, 0.21966179942383485]",1,140.05,0.10717,95.5,6066.0
|
| 84 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,83,0.5305305209744818,1.0,0.5840598706043127,0.8409090909090909,0.8636363636363636,721004.5629242081,2.7528252601623535,228.6,2026-08-21T05:18:43.991292+00:00,0.11781101016437306,0.3040554874083575,0.2321011853568694,0.24080009144895217,0.21828243224059835,0.22261,"[0.11781101016437306, 0.3040554874083575, 0.2321011853568694, 0.24080009144895217, 0.21828243224059835]",,,,,
|
| 85 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,84,0.5379274627089944,0.9981412639405205,0.5985770460331079,0.8484848484848485,0.8636363636363636,719385.9155825792,2.7566277980804443,231.4,2026-08-21T05:18:46.773445+00:00,0.11797346963601954,0.3027273328865276,0.23119026948423946,0.24009186380049763,0.21876750360516942,0.22215,"[0.11797346963601954, 0.3027273328865276, 0.23119026948423946, 0.24009186380049763, 0.21876750360516942]",1,116.6,0.08928,97.0,6066.0
|
| 86 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,85,0.5401671398084846,0.9962825278810409,0.5648704261490793,0.8446969696969697,0.8636363636363636,720433.0845588235,2.7470312118530273,234.1,2026-08-21T05:18:49.546447+00:00,0.11759283612756168,0.30398927891955657,0.23216433823108673,0.24020511876134312,0.21842050377060385,0.222474,"[0.11759283612756168, 0.30398927891955657, 0.23216433823108673, 0.24020511876134312, 0.21842050377060385]",,,,,
|
| 87 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,86,0.5344062567200359,0.9962825278810409,0.5677090630386815,0.8446969696969697,0.8636363636363636,718545.2030542986,2.7493748664855957,236.9,2026-08-21T05:18:52.323359+00:00,0.11728703274446375,0.30363195433336143,0.23074880768271053,0.23925375237184413,0.2178437078700346,0.221753,"[0.11728703274446375, 0.30363195433336143, 0.23074880768271053, 0.23925375237184413, 0.2178437078700346]",1,129.25,0.09871,95.0,6066.0
|
| 88 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,87,0.5281753039271415,1.0,0.5871077992699363,0.8522727272727273,0.8636363636363636,721258.1094457014,2.7531042098999023,239.6,2026-08-21T05:18:55.103303+00:00,0.11893887467244092,0.30266910791397095,0.23094268230830922,0.2404008463901632,0.21855641726185293,0.222302,"[0.11893887467244092, 0.30266910791397095, 0.23094268230830922, 0.2404008463901632, 0.21855641726185293]",1,140.69,0.10759,97.0,6066.0
|
| 89 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,88,0.5418230405970577,0.9944237918215614,0.5642939372496172,0.8484848484848485,0.8636363636363636,721376.8956447963,2.746919870376587,242.4,2026-08-21T05:18:57.877579+00:00,0.1195729392416337,0.30200667241040396,0.2301556573194616,0.2396693080663681,0.21763013653895436,0.221807,"[0.1195729392416337, 0.30200667241040396, 0.2301556573194616, 0.2396693080663681, 0.21763013653895436]",,,,,
|
| 90 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,89,0.5301160905440944,0.9981412639405205,0.5997518590002349,0.8333333333333334,0.8636363636363636,720226.675622172,2.736337661743164,245.1,2026-08-21T05:19:00.643230+00:00,0.1185394122320063,0.30252383561695323,0.2311678476193372,0.2392790247412289,0.21705624022904565,0.221713,"[0.1185394122320063, 0.30252383561695323, 0.2311678476193372, 0.2392790247412289, 0.21705624022904565]",1,113.3,0.08612,99.0,6066.0
|
| 91 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,90,0.5345257148423602,0.9981412639405205,0.5716070189620509,0.8409090909090909,0.8636363636363636,720147.3440328054,2.7395238876342773,247.8,2026-08-21T05:19:03.408912+00:00,0.11839010610299952,0.30251406571444345,0.23134636703659506,0.2403792432125877,0.21783468039596782,0.222093,"[0.11839010610299952, 0.30251406571444345, 0.23134636703659506, 0.2403792432125877, 0.21783468039596782]",,,,,
|
| 92 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,91,0.5316849419618628,0.9962825278810409,0.5910943457574556,0.8409090909090909,0.8636363636363636,719609.2767251132,2.746696949005127,250.6,2026-08-21T05:19:06.182331+00:00,0.11739254523726071,0.30438413865426006,0.23089174750973196,0.23912380548084483,0.21731027171892278,0.221821,"[0.11739254523726071, 0.30438413865426006, 0.23089174750973196, 0.23912380548084483, 0.21731027171892278]",1,130.58,0.09963,95.5,6066.0
|
| 93 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,92,0.5309780359711346,1.0,0.5972024057850693,0.8560606060606061,0.8636363636363636,721608.5558540723,2.746699810028076,253.3,2026-08-21T05:19:08.956586+00:00,0.11855931930682238,0.30361074384521036,0.23141437681282268,0.23982894771239338,0.21693316890912898,0.222069,"[0.11855931930682238, 0.30361074384521036, 0.23141437681282268, 0.23982894771239338, 0.21693316890912898]",,,,,
|
| 94 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,93,0.5311635914345213,0.9981412639405205,0.5790887565323801,0.8409090909090909,0.8636363636363636,723024.7902997738,2.7508597373962402,256.1,2026-08-21T05:19:11.733701+00:00,0.11909491524976842,0.30374667399069843,0.2316583605373607,0.23997393864042618,0.21738149050404043,0.222371,"[0.11909491524976842, 0.30374667399069843, 0.2316583605373607, 0.23997393864042618, 0.21738149050404043]",1,129.11,0.09866,96.5,6066.0
|
| 95 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,94,0.5453237483492571,0.9962825278810409,0.569533438393564,0.8522727272727273,0.8636363636363636,721033.4155825792,2.752741813659668,258.8,2026-08-21T05:19:14.513550+00:00,0.1174451586078195,0.3043210559031543,0.2329959115561317,0.24116776182371027,0.2183683067560196,0.22286,"[0.1174451586078195, 0.3043210559031543, 0.2329959115561317, 0.24116776182371027, 0.2183683067560196]",,,,,
|
| 96 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,95,0.5333431932562789,1.0,0.5951001897002711,0.8333333333333334,0.8636363636363636,721248.3526583711,2.750931739807129,261.6,2026-08-21T05:19:17.292756+00:00,0.11857467758304932,0.3033573645002702,0.2312723582281786,0.2394080968464122,0.21728001271977143,0.221979,"[0.11857467758304932, 0.3033573645002702, 0.2312723582281786, 0.2394080968464122, 0.21728001271977143]",1,117.43,0.08973,97.0,6066.0
|
| 97 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,96,0.5322558135348182,0.9981412639405205,0.604531699960882,0.8409090909090909,0.8636363636363636,720596.7051753394,2.746173858642578,264.3,2026-08-21T05:19:20.065775+00:00,0.11851137525895063,0.30289539344170513,0.23107919710523941,0.23990315374206095,0.21751541951123407,0.221981,"[0.11851137525895063, 0.30289539344170513, 0.23107919710523941, 0.23990315374206095, 0.21751541951123407]",1,129.4,0.09871,94.5,6066.0
|
| 98 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,97,0.5354201410339667,0.9962825278810409,0.5913924737410112,0.8446969696969697,0.8636363636363636,720313.6008201358,2.747325897216797,267.1,2026-08-21T05:19:22.839710+00:00,0.11831963018459432,0.30268506968722625,0.231634481864817,0.2402362858547884,0.21806504621225245,0.222188,"[0.11831963018459432, 0.30268506968722625, 0.231634481864817, 0.2402362858547884, 0.21806504621225245]",,,,,
|
| 99 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,98,0.5366662561228728,0.9981412639405205,0.5742296666810007,0.8484848484848485,0.8636363636363636,720505.4919400453,2.7528066635131836,269.8,2026-08-21T05:19:25.621261+00:00,0.11822138858192108,0.3034106300157659,0.23112419948858373,0.2395999072229161,0.21665319449761333,0.221802,"[0.11822138858192108, 0.3034106300157659, 0.23112419948858373, 0.2395999072229161, 0.21665319449761333]",1,135.1,0.10331,90.5,6066.0
|
| 100 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,99,0.5371991500092261,0.9962825278810409,0.5858957911982681,0.8446969696969697,0.8636363636363636,721288.1657239819,2.74735426902771,272.6,2026-08-21T05:19:28.394966+00:00,0.11867517232894897,0.3028375962201287,0.23171764875159545,0.24047460100230048,0.21739224475972793,0.222219,"[0.11867517232894897, 0.3028375962201287, 0.23171764875159545, 0.24047460100230048, 0.21739224475972793]",,,,,
|
| 101 |
+
opt3_psn,opt3_parallel_lif.py,c3e67881d4262323,1,0,--plif-mode psn,parallel spiking neuron,2,False,32,16,100,100,0.5286065940520134,1.0,0.5710868582581029,0.8484848484848485,0.8636363636363636,720397.0311085973,2.75237774848938,275.3,2026-08-21T05:19:31.175654+00:00,0.11823094767682693,0.3025042607503779,0.23232774173512177,0.24097404497511246,0.21793999040828033,0.222395,"[0.11823094767682693, 0.3025042607503779, 0.23232774173512177, 0.24097404497511246, 0.21793999040828033]",1,114.33,0.08741,95.5,6066.0
|
opt3_parallel_lif/opt3_psn.epochs.jsonl
ADDED
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| 1 |
+
{"epoch": 1, "train_loss": 2.568104354865489, "train_acc": 0.34944237918215615, "test_loss": 4.140670877514464, "test_acc": 0.29545454545454547, "best_acc": 0.29545454545454547, "spike_rates": [0.14874327182769775, 0.3462408430436078, 0.35360384162734537, 0.35487436546998863, 0.3806110234821544], "spikes_per_sample": 910093.4066742081, "wall_time_s": 3.1082212924957275, "timestamp": "2026-08-21T05:14:56.078348+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.6343555556797185, "train_acc": 0.5092936802973977, "test_loss": 1.812063697612647, "test_acc": 0.45075757575757575, "best_acc": 0.45075757575757575, "spike_rates": [0.16407700496561387, 0.35926226657979626, 0.3480157361311071, 0.35499351690797243, 0.372807792004417], "spikes_per_sample": 952931.4441459277, "wall_time_s": 2.625403642654419, "timestamp": "2026-08-21T05:14:58.736547+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.5273395696980359, "train_acc": 0.49070631970260226, "test_loss": 1.184198715470054, "test_acc": 0.5454545454545454, "best_acc": 0.5454545454545454, "spike_rates": [0.17490875633323894, 0.3593515157699585, 0.34683556416455436, 0.3504830704015844, 0.3661375098368701], "spikes_per_sample": 974476.0763574662, "wall_time_s": 2.6358821392059326, "timestamp": "2026-08-21T05:15:01.405197+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.3500181644822584, "train_acc": 0.5669144981412639, "test_loss": 1.044599543918263, "test_acc": 0.5492424242424242, "best_acc": 0.5492424242424242, "spike_rates": [0.1767011398778242, 0.36168136666802797, 0.34726399183273315, 0.34245911591193257, 0.35899649998720956], "spikes_per_sample": 979790.802036199, "wall_time_s": 2.645698308944702, "timestamp": "2026-08-21T05:15:04.084515+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.3014805011146573, "train_acc": 0.5966542750929368, "test_loss": 1.085501593170744, "test_acc": 0.571969696969697, "best_acc": 0.571969696969697, "spike_rates": [0.17309893317082348, 0.36794762225712047, 0.34922419225468354, 0.34870848585577574, 0.35667557576123404], "spikes_per_sample": 980636.2408088235, "wall_time_s": 2.6575026512145996, "timestamp": "2026-08-21T05:15:06.786249+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.328905684354137, "train_acc": 0.6301115241635687, "test_loss": 1.0398181460120461, "test_acc": 0.5833333333333334, "best_acc": 0.5833333333333334, "spike_rates": [0.16590186252313502, 0.3542919264120214, 0.3379068479818456, 0.34040786939508777, 0.35661133071955514], "spikes_per_sample": 944202.9195418552, "wall_time_s": 2.6662890911102295, "timestamp": "2026-08-21T05:15:09.484427+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.279441452380893, "train_acc": 0.6245353159851301, "test_loss": 0.9448355616945209, "test_acc": 0.6401515151515151, "best_acc": 0.6401515151515151, "spike_rates": [0.169805150698213, 0.35356760901563306, 0.3392137411762686, 0.3400198782191557, 0.3505849715541391], "spikes_per_sample": 952213.2046097284, "wall_time_s": 2.6876254081726074, "timestamp": "2026-08-21T05:15:12.206729+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 1.2439120586919963, "train_acc": 0.6189591078066915, "test_loss": 0.9284755732073928, "test_acc": 0.625, "best_acc": 0.6401515151515151, "spike_rates": [0.16281667001107158, 0.3518135617761051, 0.33985963639091044, 0.3348630719325122, 0.3458854030160343], "spikes_per_sample": 935341.7910067873, "wall_time_s": 2.6954336166381836, "timestamp": "2026-08-21T05:15:14.934826+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 1.2575019203597284, "train_acc": 0.6189591078066915, "test_loss": 0.9219908027937918, "test_acc": 0.6325757575757576, "best_acc": 0.6401515151515151, "spike_rates": [0.16496286409742691, 0.3617602569215438, 0.335367888212204, 0.32949401701197906, 0.3457469519446878], "spikes_per_sample": 947213.3642533936, "wall_time_s": 2.6857564449310303, "timestamp": "2026-08-21T05:15:17.650959+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 1.1985182090762823, "train_acc": 0.6654275092936803, "test_loss": 0.9534788709698301, "test_acc": 0.625, "best_acc": 0.6401515151515151, "spike_rates": [0.1590017597464954, 0.3603990603895748, 0.3259998875505784, 0.32301195053493276, 0.3384852865163018], "spikes_per_sample": 927463.3388009049, "wall_time_s": 2.6958253383636475, "timestamp": "2026-08-21T05:15:20.374168+00:00"}
|
| 11 |
+
{"epoch": 11, "train_loss": 1.186688138206652, "train_acc": 0.6561338289962825, "test_loss": 0.9280554435469888, "test_acc": 0.5946969696969697, "best_acc": 0.6401515151515151, "spike_rates": [0.1576843410730362, 0.36385661363601685, 0.3190593579236199, 0.3192591491867514, 0.33416111153714795], "spikes_per_sample": 924159.0941742081, "wall_time_s": 2.7151122093200684, "timestamp": "2026-08-21T05:15:23.118919+00:00"}
|
| 12 |
+
{"epoch": 12, "train_loss": 1.150199985415519, "train_acc": 0.6747211895910781, "test_loss": 0.9394996671965627, "test_acc": 0.6553030303030303, "best_acc": 0.6553030303030303, "spike_rates": [0.15641078002312603, 0.3691388719222125, 0.3208634678055258, 0.3189642008613138, 0.33557236019302816], "spikes_per_sample": 927947.5130090498, "wall_time_s": 2.7232844829559326, "timestamp": "2026-08-21T05:15:25.870024+00:00"}
|
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{"epoch": 91, "train_loss": 0.5316849419618628, "train_acc": 0.9962825278810409, "test_loss": 0.5910943457574556, "test_acc": 0.8409090909090909, "best_acc": 0.8636363636363636, "spike_rates": [0.11739254523726071, 0.30438413865426006, 0.23089174750973196, 0.23912380548084483, 0.21731027171892278], "spikes_per_sample": 719609.2767251132, "wall_time_s": 2.746696949005127, "timestamp": "2026-08-21T05:19:06.182331+00:00"}
|
| 92 |
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{"epoch": 92, "train_loss": 0.5309780359711346, "train_acc": 1.0, "test_loss": 0.5972024057850693, "test_acc": 0.8560606060606061, "best_acc": 0.8636363636363636, "spike_rates": [0.11855931930682238, 0.30361074384521036, 0.23141437681282268, 0.23982894771239338, 0.21693316890912898], "spikes_per_sample": 721608.5558540723, "wall_time_s": 2.746699810028076, "timestamp": "2026-08-21T05:19:08.956586+00:00"}
|
| 93 |
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{"epoch": 93, "train_loss": 0.5311635914345213, "train_acc": 0.9981412639405205, "test_loss": 0.5790887565323801, "test_acc": 0.8409090909090909, "best_acc": 0.8636363636363636, "spike_rates": [0.11909491524976842, 0.30374667399069843, 0.2316583605373607, 0.23997393864042618, 0.21738149050404043], "spikes_per_sample": 723024.7902997738, "wall_time_s": 2.7508597373962402, "timestamp": "2026-08-21T05:19:11.733701+00:00"}
|
| 94 |
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{"epoch": 94, "train_loss": 0.5453237483492571, "train_acc": 0.9962825278810409, "test_loss": 0.569533438393564, "test_acc": 0.8522727272727273, "best_acc": 0.8636363636363636, "spike_rates": [0.1174451586078195, 0.3043210559031543, 0.2329959115561317, 0.24116776182371027, 0.2183683067560196], "spikes_per_sample": 721033.4155825792, "wall_time_s": 2.752741813659668, "timestamp": "2026-08-21T05:19:14.513550+00:00"}
|
| 95 |
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{"epoch": 95, "train_loss": 0.5333431932562789, "train_acc": 1.0, "test_loss": 0.5951001897002711, "test_acc": 0.8333333333333334, "best_acc": 0.8636363636363636, "spike_rates": [0.11857467758304932, 0.3033573645002702, 0.2312723582281786, 0.2394080968464122, 0.21728001271977143], "spikes_per_sample": 721248.3526583711, "wall_time_s": 2.750931739807129, "timestamp": "2026-08-21T05:19:17.292756+00:00"}
|
| 96 |
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{"epoch": 96, "train_loss": 0.5322558135348182, "train_acc": 0.9981412639405205, "test_loss": 0.604531699960882, "test_acc": 0.8409090909090909, "best_acc": 0.8636363636363636, "spike_rates": [0.11851137525895063, 0.30289539344170513, 0.23107919710523941, 0.23990315374206095, 0.21751541951123407], "spikes_per_sample": 720596.7051753394, "wall_time_s": 2.746173858642578, "timestamp": "2026-08-21T05:19:20.065775+00:00"}
|
| 97 |
+
{"epoch": 97, "train_loss": 0.5354201410339667, "train_acc": 0.9962825278810409, "test_loss": 0.5913924737410112, "test_acc": 0.8446969696969697, "best_acc": 0.8636363636363636, "spike_rates": [0.11831963018459432, 0.30268506968722625, 0.231634481864817, 0.2402362858547884, 0.21806504621225245], "spikes_per_sample": 720313.6008201358, "wall_time_s": 2.747325897216797, "timestamp": "2026-08-21T05:19:22.839710+00:00"}
|
| 98 |
+
{"epoch": 98, "train_loss": 0.5366662561228728, "train_acc": 0.9981412639405205, "test_loss": 0.5742296666810007, "test_acc": 0.8484848484848485, "best_acc": 0.8636363636363636, "spike_rates": [0.11822138858192108, 0.3034106300157659, 0.23112419948858373, 0.2395999072229161, 0.21665319449761333], "spikes_per_sample": 720505.4919400453, "wall_time_s": 2.7528066635131836, "timestamp": "2026-08-21T05:19:25.621261+00:00"}
|
| 99 |
+
{"epoch": 99, "train_loss": 0.5371991500092261, "train_acc": 0.9962825278810409, "test_loss": 0.5858957911982681, "test_acc": 0.8446969696969697, "best_acc": 0.8636363636363636, "spike_rates": [0.11867517232894897, 0.3028375962201287, 0.23171764875159545, 0.24047460100230048, 0.21739224475972793], "spikes_per_sample": 721288.1657239819, "wall_time_s": 2.74735426902771, "timestamp": "2026-08-21T05:19:28.394966+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.5286065940520134, "train_acc": 1.0, "test_loss": 0.5710868582581029, "test_acc": 0.8484848484848485, "best_acc": 0.8636363636363636, "spike_rates": [0.11823094767682693, 0.3025042607503779, 0.23232774173512177, 0.24097404497511246, 0.21793999040828033], "spikes_per_sample": 720397.0311085973, "wall_time_s": 2.75237774848938, "timestamp": "2026-08-21T05:19:31.175654+00:00"}
|
opt3_parallel_lif/opt3_psn.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,177 @@
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| 1 |
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timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
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| 2 |
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2026/08/21 05:17:14.129, 0, 95, 77, 3033, 15360, 78, 55.77, 870
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2026/08/21 05:17:19.208, 1, 95, 77, 3033, 15360, 73, 63.97, 1005
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2026/08/21 05:17:24.257, 0, 95, 79, 3033, 15360, 77, 66.61, 870
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2026/08/21 05:17:59.758, 0, 97, 81, 3033, 15360, 77, 67.75, 1020
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|
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2026/08/21 05:20:11.600, 0, 95, 76, 3057, 15360, 77, 64.83, 930
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2026/08/21 05:20:16.666, 0, 0, 0, 3057, 15360, 76, 46.06, 1590
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2026/08/21 05:20:16.673, 1, 0, 0, 3, 15360, 56, 10.85, 300
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opt3_parallel_lif/opt3_psn.summary.json
ADDED
|
@@ -0,0 +1,86 @@
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|
|
|
|
|
| 1 |
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{
|
| 2 |
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"tag": "opt3_psn",
|
| 3 |
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|
| 4 |
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| 5 |
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"hf_folder": "opt3_parallel_lif",
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| 6 |
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"priority": 0,
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|
| 8 |
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| 10 |
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|
| 11 |
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| 12 |
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|
| 13 |
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|
| 14 |
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"--standalone",
|
| 15 |
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"--nproc_per_node=2",
|
| 16 |
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"/kaggle/temp/snn_runs/scripts/opt3_parallel_lif.py",
|
| 17 |
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"--epochs",
|
| 18 |
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"100",
|
| 19 |
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"--batch-size",
|
| 20 |
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"32",
|
| 21 |
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"--num-bins",
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| 22 |
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"16",
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| 23 |
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"--event-eval",
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| 24 |
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| 25 |
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|
| 26 |
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"--data-dir",
|
| 27 |
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"/kaggle/temp/dvs128_data",
|
| 28 |
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"--num-classes",
|
| 29 |
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"11",
|
| 30 |
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"--bench",
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| 31 |
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"--plif-mode",
|
| 32 |
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"psn"
|
| 33 |
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],
|
| 34 |
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"flags": [
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| 35 |
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"final_epoch_metrics": {
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"spike_rates": [
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"plif_mode": "psn"
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| 77 |
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},
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| 78 |
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"driver_version": 1,
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"zip": {
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"bytes": 1443811387,
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opt3_parallel_lif/opt3_psn.zip
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 1443811387
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