add run opt5_control_dense
Browse files
opt5_spkconv_bitpack/opt5_control_dense.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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opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,1,2.7224935129229464,0.4516728624535316,6.730588739568537,0.11742424242424243,0.11742424242424243,455782.86411199096,2.6660873889923096,2.7,2026-08-21T05:57:50.633343+00:00,0.09848306371885188,0.1345168948173523,0.15765424861627467,0.18244535958065705,0.194648035308894,0.15355,"[0.09848306371885188, 0.1345168948173523, 0.15765424861627467, 0.18244535958065705, 0.194648035308894]",,,,,
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| 3 |
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opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,2,1.86719000029298,0.5018587360594795,3.1432077595681855,0.32575757575757575,0.32575757575757575,482903.3775452489,2.2182812690734863,4.9,2026-08-21T05:57:52.884556+00:00,0.1056872176773408,0.14438696643885443,0.16422313013497522,0.16958475288222818,0.18314166542361765,0.153405,"[0.1056872176773408, 0.14438696643885443, 0.16422313013497522, 0.16958475288222818, 0.18314166542361765]",1,137.74,0.08487,95.0,5408.0
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| 4 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,3,1.6925680641791192,0.516728624535316,1.6702735749157993,0.4772727272727273,0.4772727272727273,473877.14055429865,2.218759298324585,7.1,2026-08-21T05:57:55.137137+00:00,0.10676688613260493,0.13953294648843653,0.1544067061999265,0.16209332907901092,0.17455771653091207,0.147472,"[0.10676688613260493, 0.13953294648843653, 0.1544067061999265, 0.16209332907901092, 0.17455771653091207]",,,,,
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| 5 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,4,1.5557642718673195,0.5483271375464684,1.0793467398845789,0.5984848484848485,0.5984848484848485,491195.14734162897,2.2215423583984375,9.3,2026-08-21T05:57:57.390362+00:00,0.11064199884148206,0.1435943868230371,0.1601012822459726,0.17642179482123432,0.182679344626034,0.154688,"[0.11064199884148206, 0.1435943868230371, 0.1601012822459726, 0.17642179482123432, 0.182679344626034]",1,109.45,0.06754,97.0,5408.0
|
| 6 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,5,1.505285275026768,0.5631970260223048,1.5569561828266492,0.5151515151515151,0.5984848484848485,495464.58300339367,2.2245445251464844,11.5,2026-08-21T05:57:59.647017+00:00,0.11199489542666603,0.14279039467082305,0.1645322538474027,0.17578816238571615,0.18654009524513693,0.156329,"[0.11199489542666603, 0.14279039467082305, 0.1645322538474027, 0.17578816238571615, 0.18654009524513693]",,,,,
|
| 7 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,6,1.349647654033505,0.6338289962825279,1.1022196538520581,0.6174242424242424,0.6174242424242424,495516.93636877823,2.230945110321045,13.8,2026-08-21T05:58:01.903858+00:00,0.11387788679669886,0.139073487590341,0.16411381171030157,0.1774666098987355,0.186672642827034,0.156241,"[0.11387788679669886, 0.139073487590341, 0.16411381171030157, 0.1774666098987355, 0.186672642827034]",,,,,
|
| 8 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,7,1.3382379897908208,0.6022304832713755,1.0141552650567256,0.6325757575757576,0.6325757575757576,494481.8088235294,2.240917682647705,16.0,2026-08-21T05:58:04.176622+00:00,0.11577120204182233,0.13762179017066956,0.1597681413678562,0.1684416164370144,0.18429139081169577,0.153179,"[0.11577120204182233, 0.13762179017066956, 0.1597681413678562, 0.1684416164370144, 0.18429139081169577]",1,128.36,0.0799,95.0,5408.0
|
| 9 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,8,1.3079900338304087,0.6152416356877324,0.9447252876830824,0.6439393939393939,0.6439393939393939,502842.58427601814,2.241838216781616,18.3,2026-08-21T05:58:06.451999+00:00,0.1170234789743143,0.14101345749462352,0.1641011299455867,0.16795113945708556,0.18056253299993627,0.15413,"[0.1170234789743143, 0.14101345749462352, 0.1641011299455867, 0.16795113945708556, 0.18056253299993627]",,,,,
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| 10 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,9,1.2627574174377554,0.6672862453531598,0.9038261626705979,0.6628787878787878,0.6628787878787878,508297.0725395927,2.244933605194092,20.5,2026-08-21T05:58:08.727163+00:00,0.1207804394995465,0.1417696309440276,0.1574071417836582,0.1699217067045324,0.18446935275021722,0.15487,"[0.1207804394995465, 0.1417696309440276, 0.1574071417836582, 0.1699217067045324, 0.18446935275021722]",1,121.38,0.07569,96.0,5408.0
|
| 11 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,10,1.2869592377687475,0.6524163568773235,0.9160163330309319,0.6212121212121212,0.6628787878787878,512157.3174490951,2.2516958713531494,22.8,2026-08-21T05:58:11.008776+00:00,0.12368003936374888,0.14222428991514094,0.15495809036142685,0.15979277211077073,0.17393512673237743,0.150918,"[0.12368003936374888, 0.14222428991514094, 0.15495809036142685, 0.15979277211077073, 0.17393512673237743]",,,,,
|
| 12 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,11,1.224874958229774,0.6617100371747212,0.9836313869013931,0.6666666666666666,0.6666666666666666,510805.3119343892,2.2525522708892822,25.0,2026-08-21T05:58:13.287702+00:00,0.12143590651890811,0.14744614853578455,0.15373152056161096,0.14927124012919032,0.16244316977613113,0.146866,"[0.12143590651890811, 0.14744614853578455, 0.15373152056161096, 0.14927124012919032, 0.16244316977613113]",1,150.2,0.09398,96.0,5408.0
|
| 13 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,12,1.3228476331136483,0.6115241635687733,0.8587203495430223,0.7083333333333334,0.7083333333333334,509030.3873020362,2.2707889080047607,27.3,2026-08-21T05:58:15.590577+00:00,0.1213953385458273,0.14671573305831237,0.1525091809384963,0.1474926796029596,0.15628397026482752,0.144879,"[0.1213953385458273, 0.14671573305831237, 0.1525091809384963, 0.1474926796029596, 0.15628397026482752]",,,,,
|
| 14 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,13,1.2045587438633008,0.6747211895910781,0.9792794964530251,0.6666666666666666,0.7083333333333334,507260.1770361991,2.272954225540161,29.6,2026-08-21T05:58:17.894183+00:00,0.12184434515588424,0.14596322178840637,0.149407420964802,0.14561266495900996,0.15024715136079228,0.142615,"[0.12184434515588424, 0.14596322178840637, 0.149407420964802, 0.14561266495900996, 0.15024715136079228]",1,143.58,0.09065,95.0,5408.0
|
| 15 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,14,1.179252406035214,0.6933085501858736,0.9067411531101573,0.6590909090909091,0.7083333333333334,510010.1207579186,2.2799627780914307,31.8,2026-08-21T05:58:20.200268+00:00,0.12326057255268097,0.14331883104408488,0.15327365959391875,0.14955821983954487,0.15165584490579717,0.144213,"[0.12326057255268097, 0.14331883104408488, 0.15327365959391875, 0.14955821983954487, 0.15165584490579717]",,,,,
|
| 16 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,15,1.1236952157711895,0.6895910780669146,0.9606429013338956,0.6287878787878788,0.7083333333333334,500723.9635180995,2.291309356689453,34.1,2026-08-21T05:58:22.516777+00:00,0.12115793894318973,0.13690385923666112,0.1560675107380923,0.1522925127955044,0.15505517142660477,0.144295,"[0.12115793894318973, 0.13690385923666112, 0.1560675107380923, 0.1522925127955044, 0.15505517142660477]",1,93.26,0.05936,99.0,5408.0
|
| 17 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,16,1.1462461412174552,0.7063197026022305,0.7781098792047212,0.7272727272727273,0.7272727272727273,499610.0415723982,2.303199291229248,36.4,2026-08-21T05:58:24.846909+00:00,0.11993495681706597,0.1386095478254206,0.15544489464339087,0.1523577027461108,0.15232446965049296,0.143734,"[0.11993495681706597, 0.1386095478254206, 0.15544489464339087, 0.1523577027461108, 0.15232446965049296]",,,,,
|
| 18 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,17,1.1280583799106925,0.6895910780669146,0.8352762027220293,0.6553030303030303,0.7272727272727273,493645.9104920814,2.3100056648254395,38.7,2026-08-21T05:58:27.186778+00:00,0.11924852080204908,0.13645270729766174,0.1526620125069338,0.14637690431931438,0.149992774514591,0.140947,"[0.11924852080204908, 0.13645270729766174, 0.1526620125069338, 0.14637690431931438, 0.149992774514591]",1,127.78,0.08199,96.0,5408.0
|
| 19 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,18,1.1329956005940207,0.70817843866171,0.7472115032600634,0.7462121212121212,0.7462121212121212,496694.80104638013,2.3328988552093506,41.1,2026-08-21T05:58:29.544946+00:00,0.12249335778110168,0.1351933759801528,0.14955632563899546,0.14037271106944366,0.14731965608456554,0.138987,"[0.12249335778110168, 0.1351933759801528, 0.14955632563899546, 0.14037271106944366, 0.14731965608456554]",,,,,
|
| 20 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,19,1.0957899718479596,0.7379182156133829,0.8014408909913265,0.678030303030303,0.7462121212121212,501993.83300339367,2.3483617305755615,43.4,2026-08-21T05:58:31.924849+00:00,0.12446942224222071,0.13648725870777578,0.14767004198887768,0.14615445452577927,0.1508050289224176,0.141117,"[0.12446942224222071, 0.13648725870777578, 0.14767004198887768, 0.14615445452577927, 0.1508050289224176]",,,,,
|
| 21 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,20,1.090967685316575,0.7286245353159851,0.8055400559396455,0.7272727272727273,0.7462121212121212,497695.17491515836,2.352339744567871,45.8,2026-08-21T05:58:34.302513+00:00,0.12122678537579144,0.13903669662335338,0.14637010851327112,0.14981757893281825,0.15411376953125,0.142113,"[0.12122678537579144, 0.13903669662335338, 0.14637010851327112, 0.14981757893281825, 0.15411376953125]",1,132.14,0.08634,95.5,5408.0
|
| 22 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,21,1.067618776431314,0.7434944237918215,0.8829975200421882,0.6742424242424242,0.7462121212121212,499542.67463235295,2.345761299133301,48.1,2026-08-21T05:58:36.674263+00:00,0.12112568318843842,0.14025909059187947,0.14880607496289647,0.14606952579582438,0.15307784694082596,0.141868,"[0.12112568318843842, 0.14025909059187947, 0.14880607496289647, 0.14606952579582438, 0.15307784694082596]",,,,,
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| 23 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,22,1.0817349874397193,0.7304832713754646,0.8518354820482659,0.7083333333333334,0.7462121212121212,495330.09304298647,2.3432841300964355,50.5,2026-08-21T05:58:39.042174+00:00,0.12068547483752756,0.13925166077473583,0.14530175398377812,0.14325312393553116,0.15003078387064092,0.139705,"[0.12068547483752756, 0.13925166077473583, 0.14530175398377812, 0.14325312393553116, 0.15003078387064092]",1,120.53,0.07845,97.0,5408.0
|
| 24 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,23,1.0157548556983693,0.7565055762081785,0.7092540480873801,0.7007575757575758,0.7462121212121212,487793.4751131222,2.350857973098755,52.8,2026-08-21T05:58:41.419569+00:00,0.11995161850662793,0.13366900559733896,0.14496908556012547,0.14371137934572556,0.14660553108243382,0.137781,"[0.11995161850662793, 0.13366900559733896, 0.14496908556012547, 0.14371137934572556, 0.14660553108243382]",,,,,
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| 25 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,24,1.046466335931232,0.7304832713754646,0.9198175993832675,0.678030303030303,0.7462121212121212,480338.19541855203,2.3630611896514893,55.2,2026-08-21T05:58:43.807838+00:00,0.11845132226453108,0.1297381967306137,0.14376703693586237,0.14698078790131738,0.14807424124549418,0.137402,"[0.11845132226453108, 0.1297381967306137, 0.14376703693586237, 0.14698078790131738, 0.14807424124549418]",1,127.56,0.08373,95.5,5408.0
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| 26 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,25,1.0051962398685044,0.7769516728624535,0.6608457384687482,0.7689393939393939,0.7689393939393939,470029.3137726244,2.3673181533813477,57.5,2026-08-21T05:58:46.198857+00:00,0.11464706370059181,0.128334884696147,0.1423785265754251,0.14576959434677572,0.1513322337585337,0.136492,"[0.11464706370059181, 0.128334884696147, 0.1423785265754251, 0.14576959434677572, 0.1513322337585337]",,,,,
|
| 27 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,26,1.0162398788565596,0.7676579925650557,0.6538616762016759,0.7272727272727273,0.7689393939393939,483965.13433257915,2.359086751937866,59.9,2026-08-21T05:58:48.588350+00:00,0.11737413748222239,0.13412806391716003,0.14681310425786412,0.14466936360387242,0.146494283395655,0.137896,"[0.11737413748222239, 0.13412806391716003, 0.14681310425786412, 0.14466936360387242, 0.146494283395655]",1,118.3,0.07752,97.0,5408.0
|
| 28 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,27,0.9499817727666805,0.7899628252788105,0.7886975913336782,0.678030303030303,0.7689393939393939,477816.9100678733,2.3447914123535156,62.2,2026-08-21T05:58:50.957241+00:00,0.11718892525224124,0.13224440988372355,0.14026332953396967,0.14184745795586529,0.14880081134683945,0.136069,"[0.11718892525224124, 0.13224440988372355, 0.14026332953396967, 0.14184745795586529, 0.14880081134683945]",,,,,
|
| 29 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,28,0.9182091616786545,0.8234200743494424,0.6670257756204316,0.7916666666666666,0.7916666666666666,483092.64649321267,2.3450894355773926,64.6,2026-08-21T05:58:53.328022+00:00,0.1187476511387264,0.13084610157153187,0.14625492341378155,0.14419901020386638,0.1517415283357396,0.138358,"[0.1187476511387264, 0.13084610157153187, 0.14625492341378155, 0.14419901020386638, 0.1517415283357396]",1,125.81,0.08195,95.5,5408.0
|
| 30 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,29,0.9322558898464898,0.8234200743494424,0.6250972892298843,0.803030303030303,0.803030303030303,485095.2796945701,2.339592456817627,66.9,2026-08-21T05:58:55.699132+00:00,0.11975791875053854,0.13203691209063811,0.14352220735129187,0.14448329368058374,0.15513842158457813,0.138988,"[0.11975791875053854, 0.13203691209063811, 0.14352220735129187, 0.14448329368058374, 0.15513842158457813]",,,,,
|
| 31 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,30,0.8879087059914401,0.8475836431226765,0.5559203173175002,0.8068181818181818,0.8068181818181818,485959.4322680995,2.3192191123962402,69.3,2026-08-21T05:58:58.049926+00:00,0.1218229435822543,0.1300992439774906,0.1406632495277068,0.14459829558344447,0.16103784214047825,0.139644,"[0.1218229435822543, 0.1300992439774906, 0.1406632495277068, 0.14459829558344447, 0.16103784214047825]",1,116.65,0.07515,99.0,5408.0
|
| 32 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,31,0.8617449795003274,0.8717472118959108,0.7697959542274475,0.7424242424242424,0.8068181818181818,491240.08229638013,2.303896188735962,71.6,2026-08-21T05:59:00.392755+00:00,0.12329461250235052,0.1334454811671201,0.13944643297616174,0.14021289523910074,0.14871542068088756,0.137023,"[0.12329461250235052, 0.1334454811671201, 0.13944643297616174, 0.14021289523910074, 0.14871542068088756]",,,,,
|
| 33 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,32,0.8307736699909083,0.8810408921933085,0.5048024437644265,0.8674242424242424,0.8674242424242424,484120.6233031674,2.2988500595092773,73.9,2026-08-21T05:59:02.718821+00:00,0.12042913980343763,0.13207760102608623,0.14043780284769394,0.13902243007631862,0.14389643949620864,0.135173,"[0.12042913980343763, 0.13207760102608623, 0.14043780284769394, 0.13902243007631862, 0.14389643949620864]",,,,,
|
| 34 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,33,0.8352987504803115,0.8661710037174721,0.7880203543287335,0.7424242424242424,0.8674242424242424,471792.9297228507,2.2933871746063232,76.1,2026-08-21T05:59:05.044112+00:00,0.11759736651883405,0.12761605574804194,0.13774532430312214,0.13682309318991268,0.1425690282793606,0.13247,"[0.11759736651883405, 0.12761605574804194, 0.13774532430312214, 0.13682309318991268, 0.1425690282793606]",1,144.42,0.092,96.5,5408.0
|
| 35 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,34,0.8055706764242463,0.8921933085501859,0.5348603183572943,0.8333333333333334,0.8674242424242424,478706.88899886876,2.285679817199707,78.4,2026-08-21T05:59:07.355159+00:00,0.11971251140622531,0.12978726362480836,0.13705007293645075,0.14081412203171673,0.14782428303185632,0.135038,"[0.11971251140622531, 0.12978726362480836, 0.13705007293645075, 0.14081412203171673, 0.14782428303185632]",,,,,
|
| 36 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,35,0.7830884208466484,0.8903345724907064,0.5611956372405543,0.8257575757575758,0.8674242424242424,481336.0074943439,2.2814085483551025,80.7,2026-08-21T05:59:09.661896+00:00,0.12067267605487038,0.1303056662573534,0.1370063485468135,0.14144318419344284,0.1493648860384436,0.135759,"[0.12067267605487038, 0.1303056662573534, 0.1370063485468135, 0.14144318419344284, 0.1493648860384436]",1,126.24,0.08,97.0,5408.0
|
| 37 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,36,0.835740575338385,0.8698884758364313,0.9788361878106089,0.7159090909090909,0.8674242424242424,478517.7111142534,2.2752797603607178,83.0,2026-08-21T05:59:11.963569+00:00,0.11903652242001365,0.12932799362084446,0.13904837124487934,0.14590334278695724,0.14731359744773193,0.136126,"[0.11903652242001365, 0.12932799362084446, 0.13904837124487934, 0.14590334278695724, 0.14731359744773193]",,,,,
|
| 38 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,37,0.7995401102370933,0.8884758364312267,0.41333149554151477,0.8674242424242424,0.8674242424242424,447106.1596436652,2.2731611728668213,85.3,2026-08-21T05:59:14.261266+00:00,0.11071218988474678,0.11897914199268117,0.1343814739409615,0.1411575140321956,0.14321638819049387,0.129689,"[0.11071218988474678, 0.11897914199268117, 0.1343814739409615, 0.1411575140321956, 0.14321638819049387]",1,131.91,0.08329,97.0,5408.0
|
| 39 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,38,0.8059155387063008,0.9033457249070632,1.1054045142549458,0.6666666666666666,0.8674242424242424,440223.4997171946,2.272386312484741,87.5,2026-08-21T05:59:16.560498+00:00,0.10932160694809522,0.11757505378302406,0.1298157563980888,0.1402293364791309,0.14584676833713756,0.128558,"[0.10932160694809522, 0.11757505378302406, 0.1298157563980888, 0.1402293364791309, 0.14584676833713756]",,,,,
|
| 40 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,39,0.7907537953117966,0.9033457249070632,0.4296001575209878,0.8863636363636364,0.8863636363636364,441800.8694852941,2.2711293697357178,89.8,2026-08-21T05:59:18.857241+00:00,0.10977884864105898,0.11919132137999815,0.12855656883295843,0.1371899475069607,0.14378788453691146,0.127701,"[0.10977884864105898, 0.11919132137999815, 0.12855656883295843, 0.1371899475069607, 0.14378788453691146]",1,132.4,0.08353,96.5,5408.0
|
| 41 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,40,0.7775555086844915,0.9089219330855018,0.4762381640347568,0.8712121212121212,0.8863636363636364,436714.00961538457,2.2691993713378906,92.1,2026-08-21T05:59:21.159015+00:00,0.1097346487290719,0.11508805567727369,0.12789379147922292,0.13476927929064808,0.14020108563058517,0.125537,"[0.1097346487290719, 0.11508805567727369, 0.12789379147922292, 0.13476927929064808, 0.14020108563058517]",,,,,
|
| 42 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,41,0.7587335535141615,0.9219330855018587,0.3619181929212628,0.8863636363636364,0.8863636363636364,429547.559530543,2.2729084491729736,94.3,2026-08-21T05:59:23.456708+00:00,0.10511388235232409,0.11686414786997963,0.12805719585979686,0.13876013194813447,0.14677593199645772,0.127114,"[0.10511388235232409, 0.11686414786997963, 0.12805719585979686, 0.13876013194813447, 0.14677593199645772]",1,112.95,0.07131,98.0,5408.0
|
| 43 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,42,0.7431783264011256,0.9237918215613383,0.4081341682961493,0.8712121212121212,0.8863636363636364,431808.6265554299,2.274346113204956,96.6,2026-08-21T05:59:25.756659+00:00,0.106448113480035,0.11827990105923485,0.1257303567493663,0.13288554373909445,0.14289980250246384,0.125249,"[0.106448113480035, 0.11827990105923485, 0.1257303567493663, 0.13288554373909445, 0.14289980250246384]",,,,,
|
| 44 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,43,0.7228009840369668,0.9312267657992565,0.40328661555593665,0.8901515151515151,0.8901515151515151,439644.4353789593,2.267483711242676,98.9,2026-08-21T05:59:28.049628+00:00,0.10924553432885338,0.12009290737264297,0.12628430040443644,0.13140027838594773,0.13946284704348622,0.125297,"[0.10924553432885338, 0.12009290737264297, 0.12628430040443644, 0.13140027838594773, 0.13946284704348622]",1,132.34,0.08336,96.5,5408.0
|
| 45 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,44,0.7102916632886269,0.9423791821561338,0.38150854724826233,0.9128787878787878,0.9128787878787878,432970.16855203616,2.276309013366699,101.2,2026-08-21T05:59:30.356268+00:00,0.10818122940904953,0.11668124049901962,0.12480234573869144,0.13062763652380774,0.14121410338317647,0.124301,"[0.10818122940904953, 0.11668124049901962, 0.12480234573869144, 0.13062763652380774, 0.14121410338317647]",,,,,
|
| 46 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,45,0.7288211781296146,0.9349442379182156,0.4917847559307561,0.8446969696969697,0.9128787878787878,417460.9926470588,2.273453950881958,103.4,2026-08-21T05:59:32.661800+00:00,0.10448593251845416,0.11026641551186056,0.1234952483107062,0.12801247221582077,0.140562842873966,0.121365,"[0.10448593251845416, 0.11026641551186056, 0.1234952483107062, 0.12801247221582077, 0.140562842873966]",,,,,
|
| 47 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,46,0.6922112370955457,0.9460966542750929,0.4806646370526516,0.8484848484848485,0.9128787878787878,426216.86340497737,2.277499198913574,105.7,2026-08-21T05:59:34.965953+00:00,0.10593479696442099,0.1155757667387233,0.12409707903862,0.12699429252568414,0.1367968390969669,0.12188,"[0.10593479696442099, 0.1155757667387233, 0.12409707903862, 0.12699429252568414, 0.1367968390969669]",1,135.14,0.08549,96.5,5408.0
|
| 48 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,47,0.7039010394018379,0.9442379182156134,0.3448722010309046,0.9204545454545454,0.9204545454545454,419779.5831447964,2.2821247577667236,108.0,2026-08-21T05:59:37.272510+00:00,0.10501747709863327,0.11263937897541944,0.1219287427032695,0.12474140349556417,0.13641450685613296,0.120148,"[0.10501747709863327, 0.11263937897541944, 0.1219287427032695, 0.12474140349556417, 0.13641450685613296]",,,,,
|
| 49 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,48,0.7071998334285495,0.9516728624535316,0.37967235030549945,0.8977272727272727,0.9204545454545454,417595.2159219457,2.284719944000244,110.3,2026-08-21T05:59:39.588277+00:00,0.10425320136196473,0.11284032376373515,0.12010885994223987,0.12593539760393255,0.13692622850922978,0.120013,"[0.10425320136196473, 0.11284032376373515, 0.12010885994223987, 0.12593539760393255, 0.13692622850922978]",1,128.76,0.08172,96.5,5408.0
|
| 50 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,49,0.6872257856188211,0.949814126394052,0.3145297725092281,0.9128787878787878,0.9204545454545454,412303.6901866516,2.292527914047241,112.6,2026-08-21T05:59:41.906793+00:00,0.10229402912013671,0.11215927758637596,0.1180927451042568,0.13032903916695537,0.1384804152390536,0.120271,"[0.10229402912013671, 0.11215927758637596, 0.1180927451042568, 0.13032903916695537, 0.1384804152390536]",,,,,
|
| 51 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,50,0.6923678094126478,0.9423791821561338,0.4271800685109514,0.875,0.9204545454545454,415587.20743778284,2.295177459716797,114.9,2026-08-21T05:59:44.227631+00:00,0.10215047001838684,0.11392095904139911,0.12130237458383336,0.13071501868612626,0.13893597003291636,0.121405,"[0.10215047001838684, 0.11392095904139911, 0.12130237458383336, 0.13071501868612626, 0.13893597003291636]",1,127.92,0.08156,95.5,5408.0
|
| 52 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,51,0.681439447580217,0.9572490706319703,0.305987048329729,0.9128787878787878,0.9204545454545454,418855.54539027147,2.3045244216918945,117.2,2026-08-21T05:59:46.557164+00:00,0.10361024474396426,0.11464839910759646,0.12038116376189624,0.13015124377082377,0.13902481250903187,0.121563,"[0.10361024474396426, 0.11464839910759646, 0.12038116376189624, 0.13015124377082377, 0.13902481250903187]",,,,,
|
| 53 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,52,0.688511075805111,0.9460966542750929,0.7080334713964751,0.7689393939393939,0.9204545454545454,426148.1286764706,2.308229446411133,119.5,2026-08-21T05:59:48.891441+00:00,0.10640079308958615,0.11810654577086954,0.1178658573943026,0.12387282620458041,0.1338157487266204,0.120012,"[0.10640079308958615, 0.11810654577086954, 0.1178658573943026, 0.12387282620458041, 0.1338157487266204]",1,109.82,0.07041,96.0,5408.0
|
| 54 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,53,0.6635955275212965,0.966542750929368,0.37430212398370105,0.8825757575757576,0.9204545454545454,419303.27092760184,2.3089685440063477,121.8,2026-08-21T05:59:51.226844+00:00,0.10314709912328159,0.1166346888331806,0.11908037127817378,0.13018976327250986,0.1408227603225147,0.121975,"[0.10314709912328159, 0.1166346888331806, 0.11908037127817378, 0.13018976327250986, 0.1408227603225147]",,,,,
|
| 55 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,54,0.669476626530899,0.9553903345724907,0.3738557764075019,0.8977272727272727,0.9204545454545454,415952.38305995474,2.3209009170532227,124.1,2026-08-21T05:59:53.573241+00:00,0.1038879774072591,0.11378656503032236,0.11633592581047732,0.12673118272248438,0.1375773680560729,0.119664,"[0.1038879774072591, 0.11378656503032236, 0.11633592581047732, 0.12673118272248438, 0.1375773680560729]",1,131.13,0.08454,88.0,5408.0
|
| 56 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,55,0.6647169324102011,0.9535315985130112,0.34783015332438727,0.928030303030303,0.928030303030303,403770.3409219457,2.332947254180908,126.4,2026-08-21T05:59:55.942275+00:00,0.09997937872129328,0.11113637378987144,0.11398401987903259,0.12683893258080764,0.1390997083748088,0.118208,"[0.09997937872129328, 0.11113637378987144, 0.11398401987903259, 0.12683893258080764, 0.1390997083748088]",,,,,
|
| 57 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,56,0.6325389160099526,0.9776951672862454,0.3680174838412892,0.8939393939393939,0.928030303030303,404171.6488970588,2.3266024589538574,128.8,2026-08-21T05:59:58.300528+00:00,0.09918579678325092,0.11187341151868596,0.11649469724472832,0.1268098704955157,0.13664732435170343,0.118202,"[0.09918579678325092, 0.11187341151868596, 0.11649469724472832, 0.1268098704955157, 0.13664732435170343]",1,132.48,0.08562,95.5,5408.0
|
| 58 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,57,0.6405979359460143,0.9702602230483272,0.42890215913454693,0.875,0.928030303030303,416422.67194570135,2.3261845111846924,131.1,2026-08-21T06:00:00.652749+00:00,0.10327313884216197,0.1139856252600165,0.11892877519130707,0.12802783093031714,0.14037978912101073,0.120919,"[0.10327313884216197, 0.1139856252600165, 0.11892877519130707, 0.12802783093031714, 0.14037978912101073]",,,,,
|
| 59 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,58,0.6514095511135115,0.9646840148698885,0.3637063399408803,0.9204545454545454,0.928030303030303,417451.77050339367,2.328357696533203,133.4,2026-08-21T06:00:03.007505+00:00,0.1040083827341304,0.11389886982300702,0.11870328731396619,0.12600372950820363,0.13555678637588725,0.119634,"[0.1040083827341304, 0.11389886982300702, 0.11870328731396619, 0.12600372950820363, 0.13555678637588725]",1,133.07,0.08607,96.0,5408.0
|
| 60 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,59,0.6281106717967633,0.9888475836431226,0.3616618118954427,0.9166666666666666,0.928030303030303,412122.79213800904,2.33076548576355,135.8,2026-08-21T06:00:05.363966+00:00,0.10349896331043805,0.1114602522814975,0.11595963511396856,0.12403511825729818,0.13469238666927114,0.117929,"[0.10349896331043805, 0.1114602522814975, 0.11595963511396856, 0.12403511825729818, 0.13469238666927114]",,,,,
|
| 61 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,60,0.6542401488828836,0.9684014869888475,0.3620456504550847,0.8939393939393939,0.928030303030303,415629.95192307694,2.3268628120422363,138.1,2026-08-21T06:00:07.716119+00:00,0.104602212415022,0.11224809420459411,0.11618110975798439,0.12585619705564835,0.1363860771936529,0.119055,"[0.104602212415022, 0.11224809420459411, 0.11618110975798439, 0.12585619705564835, 0.1363860771936529]",,,,,
|
| 62 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,61,0.6446457666978517,0.9702602230483272,0.4376205359444474,0.8712121212121212,0.928030303030303,416251.9338235294,2.3229429721832275,140.4,2026-08-21T06:00:10.065865+00:00,0.10405887619537466,0.11300378906376221,0.11786180997596067,0.1265971073332955,0.13514961477588205,0.119334,"[0.10405887619537466, 0.11300378906376221, 0.11786180997596067, 0.1265971073332955, 0.13514961477588205]",2,69.25,0.04468,95.0,2705.0
|
| 63 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,62,0.6280533354521685,0.9721189591078067,0.35288086172306177,0.8939393939393939,0.928030303030303,417136.13970588235,2.3105900287628174,142.7,2026-08-21T06:00:12.401153+00:00,0.10438029906328987,0.11399890175637077,0.11664886071401484,0.12521898089086309,0.13308268785476685,0.118666,"[0.10438029906328987, 0.11399890175637077, 0.11664886071401484, 0.12521898089086309, 0.13308268785476685]",,,,,
|
| 64 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,63,0.6279597776529957,0.9721189591078067,0.3511853954105666,0.8939393939393939,0.928030303030303,415043.1175056561,2.31294846534729,145.0,2026-08-21T06:00:14.739277+00:00,0.10450411587953568,0.1121559655841659,0.11603245139122009,0.12443712835802752,0.13377547790022457,0.118181,"[0.10450411587953568, 0.1121559655841659, 0.11603245139122009, 0.12443712835802752, 0.13377547790022457]",1,129.44,0.08316,96.5,5408.0
|
| 65 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,64,0.6407089494861191,0.9758364312267658,0.3157436793500727,0.9128787878787878,0.928030303030303,413242.902290724,2.3029446601867676,147.3,2026-08-21T06:00:17.069189+00:00,0.10453756022102692,0.11116313627537559,0.1151359309168423,0.12175071984529495,0.13295630234129288,0.117109,"[0.10453756022102692, 0.11116313627537559, 0.1151359309168423, 0.12175071984529495, 0.13295630234129288]",,,,,
|
| 66 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,65,0.6222625430188657,0.9721189591078067,0.42810945574081305,0.8901515151515151,0.928030303030303,414467.27106900455,2.3052263259887695,149.6,2026-08-21T06:00:19.399013+00:00,0.10441795210627948,0.11182395149679746,0.1165476489593001,0.12202220190973843,0.1339140674647163,0.117745,"[0.10441795210627948, 0.11182395149679746, 0.1165476489593001, 0.12202220190973843, 0.1339140674647163]",1,107.98,0.06914,96.5,5408.0
|
| 67 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,66,0.6247725163250608,0.9776951672862454,0.3454981525287484,0.9166666666666666,0.928030303030303,416273.29312782804,2.2983055114746094,151.9,2026-08-21T06:00:21.721585+00:00,0.10432179622790393,0.11411078844000311,0.11500748904312358,0.12502980582854328,0.1365266863037558,0.118999,"[0.10432179622790393, 0.11411078844000311, 0.11500748904312358, 0.12502980582854328, 0.1365266863037558]",,,,,
|
| 68 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,67,0.5997703456524136,0.9925650557620818,0.32784689928997646,0.9128787878787878,0.928030303030303,413941.32763009047,2.292524576187134,154.2,2026-08-21T06:00:24.041095+00:00,0.10461541834999533,0.1114060962024857,0.11499494840117062,0.12418803309693056,0.1370620385688894,0.118453,"[0.10461541834999533, 0.1114060962024857, 0.11499494840117062, 0.12418803309693056, 0.1370620385688894]",1,127.46,0.08117,92.0,5408.0
|
| 69 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,68,0.6139197127969734,0.9851301115241635,0.3245613001512759,0.9242424242424242,0.928030303030303,413084.91911764705,2.2938754558563232,156.5,2026-08-21T06:00:26.359025+00:00,0.10386560243718765,0.11154455954537672,0.1158862070125692,0.1251305836965056,0.1346464893397163,0.118215,"[0.10386560243718765, 0.11154455954537672, 0.1158862070125692, 0.1251305836965056, 0.1346464893397163]",,,,,
|
| 70 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,69,0.6112971104210637,0.9776951672862454,0.35737709746216284,0.9128787878787878,0.928030303030303,412884.61552601814,2.287898063659668,158.8,2026-08-21T06:00:28.671484+00:00,0.10344129143392339,0.1120925874394529,0.11571190725354587,0.12651424723512986,0.1376659861382316,0.119085,"[0.10344129143392339, 0.1120925874394529, 0.11571190725354587, 0.12651424723512986, 0.1376659861382316]",,,,,
|
| 71 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,70,0.60985488918191,0.9795539033457249,0.2924533919854598,0.9356060606060606,0.9356060606060606,415064.2311934389,2.284341812133789,161.1,2026-08-21T06:00:30.980910+00:00,0.10414481163024902,0.11335025420960258,0.11504220129812465,0.1246030396398376,0.13612631576902726,0.118653,"[0.10414481163024902, 0.11335025420960258, 0.11504220129812465, 0.1246030396398376, 0.13612631576902726]",1,133.53,0.08473,96.0,5408.0
|
| 72 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,71,0.6088599462934586,0.9814126394052045,0.3059581106133533,0.9242424242424242,0.9356060606060606,409594.69867081445,2.2837228775024414,163.4,2026-08-21T06:00:33.293772+00:00,0.10299451999804553,0.11151674389839172,0.1132974352906732,0.12301685266634997,0.13463891166097977,0.117093,"[0.10299451999804553, 0.11151674389839172, 0.1132974352906732, 0.12301685266634997, 0.13463891166097977]",,,,,
|
| 73 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,72,0.6171694621720721,0.9851301115241635,0.4492425950187625,0.875,0.9356060606060606,412290.5306843891,2.2841691970825195,165.7,2026-08-21T06:00:35.603806+00:00,0.10422119410598979,0.1120187578832402,0.11264671604422961,0.12257599392357994,0.13412042400416205,0.117117,"[0.10422119410598979, 0.1120187578832402, 0.11264671604422961, 0.12257599392357994, 0.13412042400416205]",1,135.18,0.08577,96.0,5408.0
|
| 74 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,73,0.6114580046288586,0.9814126394052045,0.2956918316582839,0.9204545454545454,0.9356060606060606,410463.2457579185,2.2834994792938232,168.0,2026-08-21T06:00:37.912429+00:00,0.10424485802650452,0.11100246669615016,0.11151218633441363,0.1209810634746271,0.13324551196659312,0.116197,"[0.10424485802650452, 0.11100246669615016, 0.11151218633441363, 0.1209810634746271, 0.13324551196659312]",,,,,
|
| 75 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,74,0.5967318971804083,0.9925650557620818,0.3214063368963473,0.9318181818181818,0.9356060606060606,405807.0347850679,2.2890305519104004,170.2,2026-08-21T06:00:40.226260+00:00,0.10314632207155228,0.10959733540520948,0.11001694070942261,0.12018969917998594,0.13427777588367462,0.115446,"[0.10314632207155228, 0.10959733540520948, 0.11001694070942261, 0.12018969917998594, 0.13427777588367462]",1,121.26,0.0771,96.0,5408.0
|
| 76 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,75,0.6035550367433342,0.9814126394052045,0.3179629903399583,0.9242424242424242,0.9356060606060606,406138.4411764706,2.284903049468994,172.5,2026-08-21T06:00:42.535500+00:00,0.10291284147430868,0.10999527398277731,0.11066335439682007,0.1206541648682426,0.1347208154552123,0.115789,"[0.10291284147430868, 0.10999527398277731, 0.11066335439682007, 0.1206541648682426, 0.1347208154552123]",,,,,
|
| 77 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,76,0.5980852339347499,0.9907063197026023,0.33932688290422613,0.9090909090909091,0.9356060606060606,405854.7135180995,2.293774127960205,174.8,2026-08-21T06:00:44.857022+00:00,0.10283951066872653,0.11023939751526889,0.11006719224593219,0.12014835809960085,0.13386906771098867,0.115433,"[0.10283951066872653, 0.11023939751526889, 0.11006719224593219, 0.12014835809960085, 0.13386906771098867]",1,132.64,0.08451,95.5,5408.0
|
| 78 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,77,0.5958185018659967,0.9925650557620818,0.32406765493479645,0.928030303030303,0.9356060606060606,402709.1268382353,2.294741153717041,177.1,2026-08-21T06:00:47.176079+00:00,0.102359298397513,0.10879599346834071,0.10896752380272921,0.11972268802278183,0.1348164940581602,0.114932,"[0.102359298397513, 0.10879599346834071, 0.10896752380272921, 0.11972268802278183, 0.1348164940581602]",,,,,
|
| 79 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,78,0.598353853899307,0.9869888475836431,0.301750931550156,0.9318181818181818,0.9356060606060606,402535.1300904978,2.29097843170166,179.4,2026-08-21T06:00:49.492983+00:00,0.10199105213670169,0.10888061979237725,0.1096544936299324,0.12094294586602379,0.13350138944738052,0.114994,"[0.10199105213670169, 0.10888061979237725, 0.1096544936299324, 0.12094294586602379, 0.13350138944738052]",1,115.02,0.0732,99.0,5408.0
|
| 80 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,79,0.5905961793151486,0.9888475836431226,0.31253401935100555,0.928030303030303,0.9356060606060606,405239.753959276,2.2968783378601074,181.7,2026-08-21T06:00:51.815765+00:00,0.1021399695207091,0.11037343083059087,0.11109785560299368,0.12154192521291621,0.13250423441914952,0.115531,"[0.1021399695207091, 0.11037343083059087, 0.11109785560299368, 0.12154192521291621, 0.13250423441914952]",,,,,
|
| 81 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,80,0.5888301402219609,0.9962825278810409,0.3202210994380893,0.9204545454545454,0.9356060606060606,404088.17434954754,2.2938249111175537,184.0,2026-08-21T06:00:54.134689+00:00,0.10199515390045502,0.11016251146793365,0.10998171392609091,0.12125190478913925,0.1321310330839718,0.115104,"[0.10199515390045502, 0.11016251146793365, 0.10998171392609091, 0.12125190478913925, 0.1321310330839718]",1,130.27,0.083,95.5,5408.0
|
| 82 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,81,0.5936124138672556,0.9944237918215614,0.3047750915090243,0.9242424242424242,0.9356060606060606,402911.3390837104,2.301608085632324,186.3,2026-08-21T06:00:56.463916+00:00,0.10140033679849961,0.10952366450253655,0.11111371701254565,0.12227901202790878,0.13359938123646906,0.115583,"[0.10140033679849961, 0.10952366450253655, 0.11111371701254565, 0.12227901202790878, 0.13359938123646906]",,,,,
|
| 83 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,82,0.5919564623371819,0.9962825278810409,0.3171841962770982,0.9318181818181818,0.9356060606060606,403563.46040723985,2.3057377338409424,188.6,2026-08-21T06:00:58.794875+00:00,0.10218437936376124,0.10923061388380387,0.11000720367712133,0.12152091106947731,0.13289267788915074,0.115167,"[0.10218437936376124, 0.10923061388380387, 0.11000720367712133, 0.12152091106947731, 0.13289267788915074]",,,,,
|
| 84 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,83,0.5827543549378122,0.9981412639405205,0.3202960513757937,0.928030303030303,0.9356060606060606,403423.7771493213,2.3048501014709473,190.9,2026-08-21T06:01:01.127732+00:00,0.10212034425314735,0.10945521820993985,0.10972346759894315,0.1208639201872489,0.1321175001999911,0.114856,"[0.10212034425314735, 0.10945521820993985, 0.10972346759894315, 0.1208639201872489, 0.1321175001999911]",1,128.67,0.08238,95.0,5408.0
|
| 85 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,84,0.5841132413498974,0.9962825278810409,0.29576949639753863,0.928030303030303,0.9356060606060606,406804.4328337104,2.3075296878814697,193.2,2026-08-21T06:01:03.460903+00:00,0.10295677448020261,0.11066620446303312,0.11044604857178296,0.12074181306011536,0.13141701151342952,0.115246,"[0.10295677448020261, 0.11066620446303312, 0.11044604857178296, 0.12074181306011536, 0.13141701151342952]",,,,,
|
| 86 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,85,0.5861536729734627,0.9907063197026023,0.3039953410625458,0.9242424242424242,0.9356060606060606,404543.5326640272,2.3098526000976562,195.5,2026-08-21T06:01:05.796475+00:00,0.10282824056990006,0.10903700090506498,0.11000600588672302,0.1202985951129128,0.1320983574670904,0.114854,"[0.10282824056990006, 0.10903700090506498, 0.11000600588672302, 0.1202985951129128, 0.1320983574670904]",1,120.82,0.07752,96.0,5408.0
|
| 87 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,86,0.5982235023080195,0.9888475836431226,0.301372427719109,0.9204545454545454,0.9356060606060606,401958.5599547511,2.310246706008911,197.8,2026-08-21T06:01:08.132428+00:00,0.10243093704476076,0.10756873646203209,0.10969373539966695,0.119927217855173,0.13214042344514063,0.114352,"[0.10243093704476076, 0.10756873646203209, 0.10969373539966695, 0.119927217855173, 0.13214042344514063]",,,,,
|
| 88 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,87,0.5865223434334794,0.9907063197026023,0.3297572729713989,0.9128787878787878,0.9356060606060606,406693.42887443444,2.3117990493774414,200.1,2026-08-21T06:01:10.471045+00:00,0.10364463311784408,0.10960030993994545,0.1096451817189946,0.12038574762204114,0.13517110487994025,0.115689,"[0.10364463311784408, 0.10960030993994545, 0.1096451817189946, 0.12038574762204114, 0.13517110487994025]",1,144.27,0.09265,97.0,5408.0
|
| 89 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,88,0.5831323489823749,0.9944237918215614,0.32073070831371076,0.9128787878787878,0.9356060606060606,405893.42887443444,2.312311887741089,202.5,2026-08-21T06:01:12.808293+00:00,0.10313925760633805,0.11012509289909811,0.1093388401410159,0.11952014135963776,0.13314063321141636,0.115053,"[0.10313925760633805, 0.11012509289909811, 0.1093388401410159, 0.11952014135963776, 0.13314063321141636]",,,,,
|
| 90 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,89,0.5843189640116071,0.9962825278810409,0.3172568532102036,0.928030303030303,0.9356060606060606,404964.04468325793,2.319103717803955,204.8,2026-08-21T06:01:15.156297+00:00,0.10295861740322675,0.10966690717374578,0.10937769448055941,0.1189604270107606,0.1310075959738563,0.114394,"[0.10295861740322675, 0.10966690717374578, 0.10937769448055941, 0.1189604270107606, 0.1310075959738563]",1,103.81,0.06687,96.5,5408.0
|
| 91 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,90,0.5783426606522174,0.9944237918215614,0.3091687336564064,0.9204545454545454,0.9356060606060606,405254.0033936652,2.322049617767334,207.1,2026-08-21T06:01:17.505832+00:00,0.10280757704201866,0.10994131030405269,0.10982140898704529,0.11949895672938403,0.13293797128340779,0.115001,"[0.10280757704201866, 0.10994131030405269, 0.10982140898704529, 0.11949895672938403, 0.13293797128340779]",,,,,
|
| 92 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,91,0.5825541006144981,0.9944237918215614,0.3027419407259334,0.9318181818181818,0.9356060606060606,404160.9133201358,2.3055813312530518,209.4,2026-08-21T06:01:19.836150+00:00,0.10270006341092727,0.10928990122149973,0.10947124265572604,0.11951668779639636,0.13249631226062775,0.114695,"[0.10270006341092727, 0.10928990122149973, 0.10947124265572604, 0.11951668779639636, 0.13249631226062775]",1,156.55,0.10026,91.5,5408.0
|
| 93 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,92,0.5913654058396152,0.9925650557620818,0.30946162884885614,0.9318181818181818,0.9356060606060606,403307.07621606335,2.3038363456726074,211.7,2026-08-21T06:01:22.165097+00:00,0.10267162366824992,0.10894854410606272,0.10875086267204846,0.11910295311142416,0.131994325448485,0.114294,"[0.10267162366824992, 0.10894854410606272, 0.10875086267204846, 0.11910295311142416, 0.131994325448485]",,,,,
|
| 94 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,93,0.5789407781951933,0.9962825278810409,0.301214595635732,0.9318181818181818,0.9356060606060606,405284.9440045249,2.3126347064971924,214.0,2026-08-21T06:01:24.503729+00:00,0.10296840702786166,0.10977654553511564,0.109464151894345,0.11990958364570842,0.13297468511497273,0.115019,"[0.10296840702786166, 0.10977654553511564, 0.109464151894345, 0.11990958364570842, 0.13297468511497273]",,,,,
|
| 95 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,94,0.5875582952038506,0.9907063197026023,0.3143310955528057,0.9204545454545454,0.9356060606060606,406114.98359728506,2.3004348278045654,216.3,2026-08-21T06:01:26.829654+00:00,0.10287548163357903,0.11043725995456471,0.10997727250351626,0.12039566697443232,0.1328403765664381,0.115305,"[0.10287548163357903, 0.11043725995456471, 0.10997727250351626, 0.12039566697443232, 0.1328403765664381]",1,126.95,0.08112,96.0,5408.0
|
| 96 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,95,0.5805580567250022,0.9944237918215614,0.3121633908965371,0.9128787878787878,0.9356060606060606,403827.13617081445,2.3042333126068115,218.6,2026-08-21T06:01:29.159270+00:00,0.10262267203891978,0.10924751092405881,0.10930218065486234,0.11929721779683057,0.13133792140904596,0.114362,"[0.10262267203891978, 0.10924751092405881, 0.10930218065486234, 0.11929721779683057, 0.13133792140904596]",,,,,
|
| 97 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,96,0.5867749248738625,0.9907063197026023,0.307505135734876,0.9318181818181818,0.9356060606060606,405633.98076923075,2.3025882244110107,220.9,2026-08-21T06:01:31.487435+00:00,0.10310814222868751,0.1098865485366653,0.10936363567324246,0.11986372181597878,0.13285660217790043,0.115016,"[0.10310814222868751, 0.1098865485366653, 0.10936363567324246, 0.11986372181597878, 0.13285660217790043]",1,117.92,0.07542,96.0,5408.0
|
| 98 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,97,0.5790683447649931,0.9962825278810409,0.3025318623492212,0.9242424242424242,0.9356060606060606,405684.7847850679,2.3016340732574463,223.2,2026-08-21T06:01:33.814677+00:00,0.10292803846737918,0.11032912924009211,0.10938274422112633,0.11955276701380224,0.13226649778730729,0.114892,"[0.10292803846737918, 0.11032912924009211, 0.10938274422112633, 0.11955276701380224, 0.13226649778730729]",,,,,
|
| 99 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,98,0.5798616063639134,0.9981412639405205,0.2990938190257911,0.9242424242424242,0.9356060606060606,404410.6274038462,2.3038041591644287,225.5,2026-08-21T06:01:36.143754+00:00,0.10286254085162107,0.10938265437588972,0.10909048643182306,0.11954780010616078,0.13345167829709895,0.114867,"[0.10286254085162107, 0.10938265437588972, 0.10909048643182306, 0.11954780010616078, 0.13345167829709895]",1,131.91,0.08442,96.5,5408.0
|
| 100 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,99,0.5816828276144971,0.9944237918215614,0.30258539589968597,0.9204545454545454,0.9356060606060606,405308.79850113124,2.295764446258545,227.8,2026-08-21T06:01:38.465594+00:00,0.10292129613020841,0.11009357781971202,0.10913360469481524,0.11966680647695765,0.13237063411404104,0.114837,"[0.10292129613020841, 0.11009357781971202, 0.10913360469481524, 0.11966680647695765, 0.13237063411404104]",,,,,
|
| 101 |
+
opt5_control_dense,opt5_spkconv_bitpack.py,b51deb6b2fb1ccc1,2,0,--spike-reg 0.0,control: no sparsity pressure,2,False,32,16,100,100,0.5847928572764627,0.9925650557620818,0.3056413627257853,0.928030303030303,0.9356060606060606,405740.9981617647,2.298065185546875,230.1,2026-08-21T06:01:40.791781+00:00,0.10294875897028867,0.11040886403883204,0.10925327504382414,0.11953445918419782,0.13224252269548528,0.114878,"[0.10294875897028867, 0.11040886403883204, 0.10925327504382414, 0.11953445918419782, 0.13224252269548528]",1,121.12,0.07732,96.0,5408.0
|
opt5_spkconv_bitpack/opt5_control_dense.epochs.jsonl
ADDED
|
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| 1 |
+
{"epoch": 1, "train_loss": 2.7224935129229464, "train_acc": 0.4516728624535316, "test_loss": 6.730588739568537, "test_acc": 0.11742424242424243, "best_acc": 0.11742424242424243, "spike_rates": [0.09848306371885188, 0.1345168948173523, 0.15765424861627467, 0.18244535958065705, 0.194648035308894], "spikes_per_sample": 455782.86411199096, "wall_time_s": 2.6660873889923096, "timestamp": "2026-08-21T05:57:50.633343+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 1.86719000029298, "train_acc": 0.5018587360594795, "test_loss": 3.1432077595681855, "test_acc": 0.32575757575757575, "best_acc": 0.32575757575757575, "spike_rates": [0.1056872176773408, 0.14438696643885443, 0.16422313013497522, 0.16958475288222818, 0.18314166542361765], "spikes_per_sample": 482903.3775452489, "wall_time_s": 2.2182812690734863, "timestamp": "2026-08-21T05:57:52.884556+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.6925680641791192, "train_acc": 0.516728624535316, "test_loss": 1.6702735749157993, "test_acc": 0.4772727272727273, "best_acc": 0.4772727272727273, "spike_rates": [0.10676688613260493, 0.13953294648843653, 0.1544067061999265, 0.16209332907901092, 0.17455771653091207], "spikes_per_sample": 473877.14055429865, "wall_time_s": 2.218759298324585, "timestamp": "2026-08-21T05:57:55.137137+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.5557642718673195, "train_acc": 0.5483271375464684, "test_loss": 1.0793467398845789, "test_acc": 0.5984848484848485, "best_acc": 0.5984848484848485, "spike_rates": [0.11064199884148206, 0.1435943868230371, 0.1601012822459726, 0.17642179482123432, 0.182679344626034], "spikes_per_sample": 491195.14734162897, "wall_time_s": 2.2215423583984375, "timestamp": "2026-08-21T05:57:57.390362+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.505285275026768, "train_acc": 0.5631970260223048, "test_loss": 1.5569561828266492, "test_acc": 0.5151515151515151, "best_acc": 0.5984848484848485, "spike_rates": [0.11199489542666603, 0.14279039467082305, 0.1645322538474027, 0.17578816238571615, 0.18654009524513693], "spikes_per_sample": 495464.58300339367, "wall_time_s": 2.2245445251464844, "timestamp": "2026-08-21T05:57:59.647017+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.349647654033505, "train_acc": 0.6338289962825279, "test_loss": 1.1022196538520581, "test_acc": 0.6174242424242424, "best_acc": 0.6174242424242424, "spike_rates": [0.11387788679669886, 0.139073487590341, 0.16411381171030157, 0.1774666098987355, 0.186672642827034], "spikes_per_sample": 495516.93636877823, "wall_time_s": 2.230945110321045, "timestamp": "2026-08-21T05:58:01.903858+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.3382379897908208, "train_acc": 0.6022304832713755, "test_loss": 1.0141552650567256, "test_acc": 0.6325757575757576, "best_acc": 0.6325757575757576, "spike_rates": [0.11577120204182233, 0.13762179017066956, 0.1597681413678562, 0.1684416164370144, 0.18429139081169577], "spikes_per_sample": 494481.8088235294, "wall_time_s": 2.240917682647705, "timestamp": "2026-08-21T05:58:04.176622+00:00"}
|
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{"epoch": 86, "train_loss": 0.5982235023080195, "train_acc": 0.9888475836431226, "test_loss": 0.301372427719109, "test_acc": 0.9204545454545454, "best_acc": 0.9356060606060606, "spike_rates": [0.10243093704476076, 0.10756873646203209, 0.10969373539966695, 0.119927217855173, 0.13214042344514063], "spikes_per_sample": 401958.5599547511, "wall_time_s": 2.310246706008911, "timestamp": "2026-08-21T06:01:08.132428+00:00"}
|
| 87 |
+
{"epoch": 87, "train_loss": 0.5865223434334794, "train_acc": 0.9907063197026023, "test_loss": 0.3297572729713989, "test_acc": 0.9128787878787878, "best_acc": 0.9356060606060606, "spike_rates": [0.10364463311784408, 0.10960030993994545, 0.1096451817189946, 0.12038574762204114, 0.13517110487994025], "spikes_per_sample": 406693.42887443444, "wall_time_s": 2.3117990493774414, "timestamp": "2026-08-21T06:01:10.471045+00:00"}
|
| 88 |
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{"epoch": 88, "train_loss": 0.5831323489823749, "train_acc": 0.9944237918215614, "test_loss": 0.32073070831371076, "test_acc": 0.9128787878787878, "best_acc": 0.9356060606060606, "spike_rates": [0.10313925760633805, 0.11012509289909811, 0.1093388401410159, 0.11952014135963776, 0.13314063321141636], "spikes_per_sample": 405893.42887443444, "wall_time_s": 2.312311887741089, "timestamp": "2026-08-21T06:01:12.808293+00:00"}
|
| 89 |
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{"epoch": 89, "train_loss": 0.5843189640116071, "train_acc": 0.9962825278810409, "test_loss": 0.3172568532102036, "test_acc": 0.928030303030303, "best_acc": 0.9356060606060606, "spike_rates": [0.10295861740322675, 0.10966690717374578, 0.10937769448055941, 0.1189604270107606, 0.1310075959738563], "spikes_per_sample": 404964.04468325793, "wall_time_s": 2.319103717803955, "timestamp": "2026-08-21T06:01:15.156297+00:00"}
|
| 90 |
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{"epoch": 90, "train_loss": 0.5783426606522174, "train_acc": 0.9944237918215614, "test_loss": 0.3091687336564064, "test_acc": 0.9204545454545454, "best_acc": 0.9356060606060606, "spike_rates": [0.10280757704201866, 0.10994131030405269, 0.10982140898704529, 0.11949895672938403, 0.13293797128340779], "spikes_per_sample": 405254.0033936652, "wall_time_s": 2.322049617767334, "timestamp": "2026-08-21T06:01:17.505832+00:00"}
|
| 91 |
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{"epoch": 91, "train_loss": 0.5825541006144981, "train_acc": 0.9944237918215614, "test_loss": 0.3027419407259334, "test_acc": 0.9318181818181818, "best_acc": 0.9356060606060606, "spike_rates": [0.10270006341092727, 0.10928990122149973, 0.10947124265572604, 0.11951668779639636, 0.13249631226062775], "spikes_per_sample": 404160.9133201358, "wall_time_s": 2.3055813312530518, "timestamp": "2026-08-21T06:01:19.836150+00:00"}
|
| 92 |
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{"epoch": 92, "train_loss": 0.5913654058396152, "train_acc": 0.9925650557620818, "test_loss": 0.30946162884885614, "test_acc": 0.9318181818181818, "best_acc": 0.9356060606060606, "spike_rates": [0.10267162366824992, 0.10894854410606272, 0.10875086267204846, 0.11910295311142416, 0.131994325448485], "spikes_per_sample": 403307.07621606335, "wall_time_s": 2.3038363456726074, "timestamp": "2026-08-21T06:01:22.165097+00:00"}
|
| 93 |
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{"epoch": 93, "train_loss": 0.5789407781951933, "train_acc": 0.9962825278810409, "test_loss": 0.301214595635732, "test_acc": 0.9318181818181818, "best_acc": 0.9356060606060606, "spike_rates": [0.10296840702786166, 0.10977654553511564, 0.109464151894345, 0.11990958364570842, 0.13297468511497273], "spikes_per_sample": 405284.9440045249, "wall_time_s": 2.3126347064971924, "timestamp": "2026-08-21T06:01:24.503729+00:00"}
|
| 94 |
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{"epoch": 94, "train_loss": 0.5875582952038506, "train_acc": 0.9907063197026023, "test_loss": 0.3143310955528057, "test_acc": 0.9204545454545454, "best_acc": 0.9356060606060606, "spike_rates": [0.10287548163357903, 0.11043725995456471, 0.10997727250351626, 0.12039566697443232, 0.1328403765664381], "spikes_per_sample": 406114.98359728506, "wall_time_s": 2.3004348278045654, "timestamp": "2026-08-21T06:01:26.829654+00:00"}
|
| 95 |
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{"epoch": 95, "train_loss": 0.5805580567250022, "train_acc": 0.9944237918215614, "test_loss": 0.3121633908965371, "test_acc": 0.9128787878787878, "best_acc": 0.9356060606060606, "spike_rates": [0.10262267203891978, 0.10924751092405881, 0.10930218065486234, 0.11929721779683057, 0.13133792140904596], "spikes_per_sample": 403827.13617081445, "wall_time_s": 2.3042333126068115, "timestamp": "2026-08-21T06:01:29.159270+00:00"}
|
| 96 |
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{"epoch": 96, "train_loss": 0.5867749248738625, "train_acc": 0.9907063197026023, "test_loss": 0.307505135734876, "test_acc": 0.9318181818181818, "best_acc": 0.9356060606060606, "spike_rates": [0.10310814222868751, 0.1098865485366653, 0.10936363567324246, 0.11986372181597878, 0.13285660217790043], "spikes_per_sample": 405633.98076923075, "wall_time_s": 2.3025882244110107, "timestamp": "2026-08-21T06:01:31.487435+00:00"}
|
| 97 |
+
{"epoch": 97, "train_loss": 0.5790683447649931, "train_acc": 0.9962825278810409, "test_loss": 0.3025318623492212, "test_acc": 0.9242424242424242, "best_acc": 0.9356060606060606, "spike_rates": [0.10292803846737918, 0.11032912924009211, 0.10938274422112633, 0.11955276701380224, 0.13226649778730729], "spikes_per_sample": 405684.7847850679, "wall_time_s": 2.3016340732574463, "timestamp": "2026-08-21T06:01:33.814677+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 0.5798616063639134, "train_acc": 0.9981412639405205, "test_loss": 0.2990938190257911, "test_acc": 0.9242424242424242, "best_acc": 0.9356060606060606, "spike_rates": [0.10286254085162107, 0.10938265437588972, 0.10909048643182306, 0.11954780010616078, 0.13345167829709895], "spikes_per_sample": 404410.6274038462, "wall_time_s": 2.3038041591644287, "timestamp": "2026-08-21T06:01:36.143754+00:00"}
|
| 99 |
+
{"epoch": 99, "train_loss": 0.5816828276144971, "train_acc": 0.9944237918215614, "test_loss": 0.30258539589968597, "test_acc": 0.9204545454545454, "best_acc": 0.9356060606060606, "spike_rates": [0.10292129613020841, 0.11009357781971202, 0.10913360469481524, 0.11966680647695765, 0.13237063411404104], "spikes_per_sample": 405308.79850113124, "wall_time_s": 2.295764446258545, "timestamp": "2026-08-21T06:01:38.465594+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.5847928572764627, "train_acc": 0.9925650557620818, "test_loss": 0.3056413627257853, "test_acc": 0.928030303030303, "best_acc": 0.9356060606060606, "spike_rates": [0.10294875897028867, 0.11040886403883204, 0.10925327504382414, 0.11953445918419782, 0.13224252269548528], "spikes_per_sample": 405740.9981617647, "wall_time_s": 2.298065185546875, "timestamp": "2026-08-21T06:01:40.791781+00:00"}
|
opt5_spkconv_bitpack/opt5_control_dense.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,149 @@
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| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
|
| 2 |
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2026/08/21 05:59:08.168, 0, 97, 82, 2705, 15360, 76, 68.24, 900
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2026/08/21 05:59:08.184, 1, 97, 78, 2703, 15360, 72, 58.00, 1035
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2026/08/21 05:59:13.242, 0, 98, 82, 2705, 15360, 75, 68.00, 885
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2026/08/21 05:59:13.259, 1, 96, 76, 2703, 15360, 71, 63.91, 990
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2026/08/21 05:59:18.313, 0, 97, 82, 2705, 15360, 75, 67.45, 930
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2026/08/21 05:59:18.328, 1, 96, 77, 2703, 15360, 71, 64.95, 1035
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| 86 |
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2026/08/21 05:59:23.379, 0, 98, 94, 2705, 15360, 75, 64.36, 1080
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2026/08/21 05:59:23.395, 1, 98, 30, 2703, 15360, 71, 48.59, 1590
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2026/08/21 05:59:28.439, 0, 96, 80, 2705, 15360, 75, 64.59, 1005
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2026/08/21 05:59:28.458, 1, 97, 81, 2703, 15360, 72, 67.75, 1125
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2026/08/21 05:59:33.509, 0, 96, 79, 2705, 15360, 75, 68.82, 960
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2026/08/21 05:59:33.525, 1, 97, 82, 2703, 15360, 72, 66.32, 1110
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2026/08/21 05:59:38.578, 0, 97, 83, 2705, 15360, 76, 65.73, 975
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2026/08/21 05:59:38.595, 1, 96, 77, 2703, 15360, 73, 63.03, 1050
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2026/08/21 05:59:43.647, 0, 96, 77, 2705, 15360, 77, 63.95, 1110
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2026/08/21 05:59:53.774, 0, 78, 71, 2705, 15360, 78, 63.48, 1080
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| 99 |
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2026/08/21 05:59:53.793, 1, 98, 22, 2703, 15360, 74, 67.65, 1125
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2026/08/21 05:59:58.846, 0, 96, 78, 2705, 15360, 78, 62.04, 1050
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| 101 |
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2026/08/21 05:59:58.863, 1, 95, 76, 2703, 15360, 75, 70.44, 1200
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2026/08/21 06:00:03.920, 0, 96, 79, 2705, 15360, 78, 61.89, 1110
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2026/08/21 06:00:03.938, 1, 96, 76, 2703, 15360, 75, 71.18, 1200
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2026/08/21 06:00:08.992, 0, 95, 75, 2705, 15360, 78, 63.55, 1035
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2026/08/21 06:00:09.012, 1, 95, 78, 2703, 15360, 74, 74.95, 1020
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2026/08/21 06:00:14.070, 0, 97, 78, 2705, 15360, 78, 64.20, 975
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2026/08/21 06:00:14.088, 1, 96, 79, 2703, 15360, 74, 65.24, 990
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2026/08/21 06:00:19.142, 0, 96, 77, 2705, 15360, 77, 64.85, 1050
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2026/08/21 06:00:19.162, 1, 97, 76, 2703, 15360, 73, 43.13, 1515
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2026/08/21 06:00:24.226, 1, 100, 0, 2703, 15360, 73, 63.55, 1080
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2026/08/21 06:00:29.276, 0, 97, 83, 2705, 15360, 76, 65.69, 960
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2026/08/21 06:01:09.839, 0, 97, 81, 2705, 15360, 78, 73.09, 960
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| 129 |
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2026/08/21 06:01:14.911, 0, 96, 76, 2705, 15360, 78, 63.42, 1035
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2026/08/21 06:01:19.994, 1, 97, 53, 2703, 15360, 74, 77.25, 1050
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2026/08/21 06:01:25.049, 0, 96, 79, 2705, 15360, 77, 64.10, 1110
|
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2026/08/21 06:01:25.064, 1, 96, 80, 2703, 15360, 74, 62.85, 1110
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| 136 |
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2026/08/21 06:01:30.116, 0, 96, 76, 2705, 15360, 77, 60.51, 975
|
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2026/08/21 06:01:30.133, 1, 96, 80, 2703, 15360, 74, 57.41, 1035
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| 138 |
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2026/08/21 06:01:35.187, 0, 96, 78, 2705, 15360, 77, 67.45, 1020
|
| 139 |
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2026/08/21 06:01:35.198, 1, 97, 82, 2703, 15360, 74, 64.46, 1185
|
| 140 |
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2026/08/21 06:01:40.257, 0, 96, 77, 2705, 15360, 77, 57.80, 960
|
| 141 |
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2026/08/21 06:01:40.271, 1, 96, 80, 2703, 15360, 74, 63.32, 1020
|
| 142 |
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2026/08/21 06:01:45.331, 0, 85, 61, 2705, 15360, 77, 62.28, 1020
|
| 143 |
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2026/08/21 06:01:45.342, 1, 0, 0, 3, 15360, 69, 12.24, 375
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| 144 |
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2026/08/21 06:01:50.398, 0, 86, 64, 2705, 15360, 77, 69.55, 1065
|
| 145 |
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2026/08/21 06:01:50.410, 1, 0, 0, 3, 15360, 66, 12.24, 300
|
| 146 |
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2026/08/21 06:01:55.466, 0, 70, 21, 2705, 15360, 77, 61.69, 1590
|
| 147 |
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2026/08/21 06:01:55.474, 1, 0, 0, 3, 15360, 64, 11.55, 300
|
| 148 |
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2026/08/21 06:02:00.531, 0, 0, 0, 2705, 15360, 76, 45.76, 1590
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| 149 |
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2026/08/21 06:02:00.538, 1, 0, 0, 3, 15360, 63, 13.93, 300
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opt5_spkconv_bitpack/opt5_control_dense.summary.json
ADDED
|
@@ -0,0 +1,84 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tag": "opt5_control_dense",
|
| 3 |
+
"script": "opt5_spkconv_bitpack.py",
|
| 4 |
+
"script_sha256_16": "b51deb6b2fb1ccc1",
|
| 5 |
+
"hf_folder": "opt5_spkconv_bitpack",
|
| 6 |
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"priority": 0,
|
| 7 |
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"note": "control: no sparsity pressure",
|
| 8 |
+
"phase": 2,
|
| 9 |
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"n_phases": 10,
|
| 10 |
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"command": [
|
| 11 |
+
"/usr/bin/python3",
|
| 12 |
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"-m",
|
| 13 |
+
"torch.distributed.run",
|
| 14 |
+
"--standalone",
|
| 15 |
+
"--nproc_per_node=2",
|
| 16 |
+
"/kaggle/temp/snn_runs/scripts/opt5_spkconv_bitpack.py",
|
| 17 |
+
"--epochs",
|
| 18 |
+
"100",
|
| 19 |
+
"--batch-size",
|
| 20 |
+
"32",
|
| 21 |
+
"--num-bins",
|
| 22 |
+
"16",
|
| 23 |
+
"--event-eval",
|
| 24 |
+
"--no-hf",
|
| 25 |
+
"--no-resume",
|
| 26 |
+
"--data-dir",
|
| 27 |
+
"/kaggle/temp/dvs128_data",
|
| 28 |
+
"--num-classes",
|
| 29 |
+
"11",
|
| 30 |
+
"--bench",
|
| 31 |
+
"--spike-reg",
|
| 32 |
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"0.0"
|
| 33 |
+
],
|
| 34 |
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"flags": [
|
| 35 |
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"--spike-reg",
|
| 36 |
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"0.0"
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| 37 |
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],
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| 38 |
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"epochs_requested": 100,
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| 39 |
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| 41 |
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"num_bins_T": 16,
|
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"gpus": 2,
|
| 43 |
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"amp": false,
|
| 44 |
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"exit_code": 0,
|
| 45 |
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"status": "ok",
|
| 46 |
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"duration_s": 370.6,
|
| 47 |
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"sec_per_epoch": 3.71,
|
| 48 |
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"started_utc": "2026-08-21T05:55:50.666385+00:00",
|
| 49 |
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"finished_utc": "2026-08-21T06:02:01.228429+00:00",
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| 50 |
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"final_epoch_metrics": {
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| 51 |
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"epoch": 100,
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| 52 |
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"train_loss": 0.5847928572764627,
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"train_acc": 0.9925650557620818,
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"test_loss": 0.3056413627257853,
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"test_acc": 0.928030303030303,
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"best_acc": 0.9356060606060606,
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| 57 |
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"spike_rates": [
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| 62 |
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| 63 |
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],
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"spikes_per_sample": 405740.9981617647,
|
| 65 |
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| 66 |
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"timestamp": "2026-08-21T06:01:40.791781+00:00"
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| 67 |
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},
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| 68 |
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"best": {
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| 69 |
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"epoch": 70,
|
| 70 |
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"test_acc": 0.9356060606060606
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| 71 |
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},
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| 72 |
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"event_driven": {
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| 73 |
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"event_driven_test_acc": 0.928030303030303,
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| 74 |
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"synaptic_ops_per_inference": 254841374.04166666
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| 75 |
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},
|
| 76 |
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"driver_version": 1,
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| 77 |
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"zip": {
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| 78 |
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"name": "opt5_control_dense.zip",
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| 79 |
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"files": 312,
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"bytes": 1443451099,
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"MB": 1443.5,
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"sha256": "9b8084bb7bb16dc859f0c4a2bcb55808528aa4a1e137dc52dcd42da5fcfdda13"
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| 83 |
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}
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| 84 |
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}
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opt5_spkconv_bitpack/opt5_control_dense.zip
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
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|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:9b8084bb7bb16dc859f0c4a2bcb55808528aa4a1e137dc52dcd42da5fcfdda13
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size 1443451099
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