add run opt6_residual_signed
Browse files
opt6_sigma_delta/opt6_residual_signed.epochs.csv
ADDED
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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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opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,1,4.122097337999309,0.4349442379182156,1.8114802765123772,0.38257575757575757,0.38257575757575757,1364967.8209841629,3.3126256465911865,3.3,2026-08-21T06:17:44.441483+00:00,0.26291993610999165,0.4433218205676359,0.5198689383618972,0.542496425264022,0.6051125701736001,0.474744,"[0.26291993610999165, 0.4433218205676359, 0.5198689383618972, 0.542496425264022, 0.6051125701736001]",1,114.59,0.10544,99.0,7378.0
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| 3 |
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opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,2,2.1586604526051802,0.45539033457249073,1.2482484831954495,0.42424242424242425,0.42424242424242425,1384653.596153846,2.857895612716675,6.2,2026-08-21T06:17:47.330935+00:00,0.2526167552260792,0.4593053460121155,0.5555200541720671,0.5848028905251447,0.6401143494774314,0.498472,"[0.2526167552260792, 0.4593053460121155, 0.5555200541720671, 0.5848028905251447, 0.6401143494774314]",,,,,
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| 4 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,3,1.7300140423402468,0.46654275092936803,1.2978725577845718,0.48863636363636365,0.48863636363636365,1363108.2570701358,2.8609142303466797,9.0,2026-08-21T06:17:50.224731+00:00,0.24673972322660334,0.4437365216367385,0.5642194853109472,0.6039041876792908,0.6446641964070937,0.500653,"[0.24673972322660334, 0.4437365216367385, 0.5642194853109472, 0.6039041876792908, 0.6446641964070937]",1,126.01,0.10014,97.0,7378.0
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| 5 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,4,1.55956868744251,0.5464684014869888,1.2219622749270815,0.5227272727272727,0.5227272727272727,1390705.3055712671,2.868544578552246,11.9,2026-08-21T06:17:53.123618+00:00,0.2547934695201762,0.45018839485505047,0.5713558056775261,0.6055386557298548,0.6429433016216054,0.504964,"[0.2547934695201762, 0.45018839485505047, 0.5713558056775261, 0.6055386557298548, 0.6429433016216054]",,,,,
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| 6 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,5,1.515188843344224,0.5241635687732342,1.1045820821415295,0.5113636363636364,0.5227272727272727,1395196.712245475,2.8746068477630615,14.8,2026-08-21T06:17:56.034127+00:00,0.2573222228709389,0.4487220224212198,0.5720079225652358,0.6085015430169947,0.6424388640067157,0.505799,"[0.2573222228709389, 0.4487220224212198, 0.5720079225652358, 0.6085015430169947, 0.6424388640067157]",1,147.29,0.11761,94.5,7378.0
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| 7 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,6,1.428229536708846,0.5910780669144982,1.0725983345147334,0.5492424242424242,0.5492424242424242,1384346.900876697,2.88000226020813,17.7,2026-08-21T06:17:58.938735+00:00,0.25845468394896565,0.4441685255836038,0.5581268598051632,0.6001053732984206,0.6338563982178184,0.498942,"[0.25845468394896565, 0.4441685255836038, 0.5581268598051632, 0.6001053732984206, 0.6338563982178184]",,,,,
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| 8 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,7,1.4662381100388708,0.5464684014869888,0.9580136447241812,0.5833333333333334,0.5833333333333334,1384518.092335973,2.8915061950683594,20.5,2026-08-21T06:18:01.862384+00:00,0.2582714960855596,0.44697143575724435,0.5559484818402458,0.591344531844644,0.6226900044609519,0.495045,"[0.2582714960855596, 0.44697143575724435, 0.5559484818402458, 0.591344531844644, 0.6226900044609519]",1,119.92,0.09632,95.0,7378.0
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| 9 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,8,1.4530715020615814,0.550185873605948,1.4935876636794119,0.4621212121212121,0.5833333333333334,1366090.9585690044,2.8946430683135986,23.4,2026-08-21T06:18:04.789354+00:00,0.25450029706253724,0.44317836445920605,0.5458264140521779,0.5821327286608079,0.6194894383935368,0.489025,"[0.25450029706253724, 0.44317836445920605, 0.5458264140521779, 0.5821327286608079, 0.6194894383935368]",1,114.78,0.09229,98.5,7378.0
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| 10 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,9,1.4039941924212147,0.5799256505576208,1.023939609527588,0.5871212121212122,0.5871212121212122,1371601.8994626696,2.9016804695129395,26.3,2026-08-21T06:18:07.716406+00:00,0.25269924104213715,0.4477279817356783,0.5520997503224541,0.5918337527443381,0.6142610066077289,0.491724,"[0.25269924104213715, 0.4477279817356783, 0.5520997503224541, 0.5918337527443381, 0.6142610066077289]",,,,,
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| 11 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,10,1.36374812454096,0.5743494423791822,1.1743309172717007,0.5795454545454546,0.5871212121212122,1369719.8055712671,2.911942958831787,29.3,2026-08-21T06:18:10.660527+00:00,0.2563787251710892,0.44257394180578347,0.5450992233612958,0.5878165820065666,0.6146073341369629,0.489295,"[0.2563787251710892, 0.44257394180578347, 0.5450992233612958, 0.5878165820065666, 0.6146073341369629]",1,121.52,0.09829,96.5,7378.0
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| 12 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,11,1.2811725028828618,0.6133828996282528,1.1425162436384144,0.5984848484848485,0.5984848484848485,1371394.5531674207,2.9199185371398926,32.2,2026-08-21T06:18:13.607748+00:00,0.26069929494577293,0.43849002263125253,0.5393505867789773,0.5869371294975281,0.617607965188868,0.488617,"[0.26069929494577293, 0.43849002263125253, 0.5393505867789773, 0.5869371294975281, 0.617607965188868]",,,,,
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| 13 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,12,1.2243363954763873,0.6486988847583643,1.999443744168137,0.4090909090909091,0.5984848484848485,1357775.6761877828,2.9320907592773438,35.1,2026-08-21T06:18:16.573192+00:00,0.2609424941680011,0.4333090957473306,0.5262578760876375,0.5735940161873313,0.6076667238684261,0.480354,"[0.2609424941680011, 0.4333090957473306, 0.5262578760876375, 0.5735940161873313, 0.6076667238684261]",1,125.7,0.10238,96.0,7378.0
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| 14 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,13,1.1986404161027817,0.6617100371747212,0.8469366521546335,0.6590909090909091,0.6590909090909091,1332843.0224830317,2.9388411045074463,38.0,2026-08-21T06:18:19.538707+00:00,0.2560136519810733,0.42491088369313407,0.5166590809822083,0.5677332071697011,0.6088637288878945,0.474836,"[0.2560136519810733, 0.42491088369313407, 0.5166590809822083, 0.5677332071697011, 0.6088637288878945]",1,130.22,0.1063,96.5,7378.0
|
| 15 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,14,1.1687715842378184,0.6691449814126395,0.9055156996755889,0.6439393939393939,0.6590909090909091,1330975.2647058824,2.9471750259399414,41.0,2026-08-21T06:18:22.517637+00:00,0.25874778716003194,0.4225038219900692,0.5080595928079942,0.5633345316438114,0.6096733598148122,0.472464,"[0.25874778716003194, 0.4225038219900692, 0.5080595928079942, 0.5633345316438114, 0.6096733598148122]",,,,,
|
| 16 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,15,1.16080731973329,0.6672862453531598,1.3263594128868796,0.5113636363636364,0.6590909090909091,1312676.9380656108,2.9588212966918945,44.0,2026-08-21T06:18:25.502182+00:00,0.2572636613074471,0.4166432286010069,0.49334189471076517,0.5539431501837337,0.5984081275322858,0.46392,"[0.2572636613074471, 0.4166432286010069, 0.49334189471076517, 0.5539431501837337, 0.5984081275322858]",1,138.29,0.11366,96.0,7378.0
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| 17 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,16,1.1546672622510492,0.6617100371747212,0.8565135941360936,0.6628787878787878,0.6628787878787878,1314054.1477658371,2.97597599029541,46.9,2026-08-21T06:18:28.504466+00:00,0.25853611002950105,0.4190283610540278,0.48753346064511466,0.5481355085092432,0.6000516905504114,0.462657,"[0.25853611002950105, 0.4190283610540278, 0.48753346064511466, 0.5481355085092432, 0.6000516905504114]",,,,,
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| 18 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,17,1.164666088983472,0.7026022304832714,1.1284568165287827,0.5606060606060606,0.6628787878787878,1280628.8697680996,2.995297908782959,49.9,2026-08-21T06:18:31.534710+00:00,0.2523556851288852,0.4079241735093734,0.47317859355141134,0.5385615720468409,0.5954312822398018,0.45349,"[0.2523556851288852, 0.4079241735093734, 0.47317859355141134, 0.5385615720468409, 0.5954312822398018]",1,131.11,0.10909,95.0,7378.0
|
| 19 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,18,1.1379494684779512,0.6951672862453532,1.0059758244138775,0.6590909090909091,0.6628787878787878,1284847.4983031675,2.9872653484344482,52.9,2026-08-21T06:18:34.548837+00:00,0.24943668877377229,0.4139016340760624,0.47926243964363546,0.5454949140548706,0.5923610890612883,0.456091,"[0.24943668877377229, 0.4139016340760624, 0.47926243964363546, 0.5454949140548706, 0.5923610890612883]",,,,,
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| 20 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,19,1.1459006704805508,0.6840148698884758,0.8583698227550044,0.7348484848484849,0.7348484848484849,1287743.8949377828,2.9925718307495117,55.9,2026-08-21T06:18:37.566844+00:00,0.2525625185054891,0.4059678088216221,0.48617495684062734,0.5532407339881448,0.5948552629526924,0.45856,"[0.2525625185054891, 0.4059678088216221, 0.48617495684062734, 0.5532407339881448, 0.5948552629526924]",1,128.12,0.1065,97.5,7378.0
|
| 21 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,20,1.0802360981370436,0.7323420074349443,1.015964049281496,0.6287878787878788,0.7348484848484849,1275008.5625,2.978546619415283,58.9,2026-08-21T06:18:40.576461+00:00,0.25486210251555724,0.4013071743881001,0.46582012492067676,0.5388884018449223,0.580728127675898,0.448321,"[0.25486210251555724, 0.4013071743881001, 0.46582012492067676, 0.5388884018449223, 0.580728127675898]",1,108.58,0.08984,97.0,7378.0
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| 22 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,21,1.1297880074348592,0.7063197026022305,0.7260621244257147,0.6742424242424242,0.7348484848484849,1277747.91770362,2.9669899940490723,61.8,2026-08-21T06:18:43.569658+00:00,0.2591609174714369,0.39996624869458813,0.4574059475870693,0.5355174225919387,0.5786884356947506,0.446148,"[0.2591609174714369, 0.39996624869458813, 0.4574059475870693, 0.5355174225919387, 0.5786884356947506]",,,,,
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| 23 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,22,1.0294950097023776,0.7639405204460966,0.9069722240621393,0.6515151515151515,0.7348484848484849,1277474.1332013574,2.955026149749756,64.8,2026-08-21T06:18:46.551539+00:00,0.25800638339098764,0.39973554716390725,0.46121738237493176,0.5384496765978196,0.5795018497635337,0.447382,"[0.25800638339098764, 0.39973554716390725, 0.46121738237493176, 0.5384496765978196, 0.5795018497635337]",1,127.48,0.10464,95.5,7378.0
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| 24 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,23,0.9507079434660731,0.775092936802974,0.896192911899451,0.7159090909090909,0.7348484848484849,1264360.3877262443,2.935645818710327,67.7,2026-08-21T06:18:49.514786+00:00,0.25691062825567584,0.39713770151138306,0.44880391219083,0.5267876036026898,0.5728784624268027,0.440504,"[0.25691062825567584, 0.39713770151138306, 0.44880391219083, 0.5267876036026898, 0.5728784624268027]",,,,,
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| 25 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,24,1.0003855485455255,0.7676579925650557,0.6649267601244377,0.7159090909090909,0.7348484848484849,1254265.6245757919,2.9302783012390137,70.7,2026-08-21T06:18:52.471322+00:00,0.2546558660619399,0.3930508757338804,0.4467036899398355,0.5273123804260703,0.5669877248651841,0.437742,"[0.2546558660619399, 0.3930508757338804, 0.4467036899398355, 0.5273123804260703, 0.5669877248651841]",1,131.42,0.10697,95.0,7378.0
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| 26 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,25,0.9828232533426533,0.7769516728624535,1.0347760301647764,0.6818181818181818,0.7348484848484849,1233936.7552319004,2.9242939949035645,73.6,2026-08-21T06:18:55.420164+00:00,0.25039080398924213,0.38284775965354023,0.44485679268836975,0.5294724422342637,0.567050106385175,0.434924,"[0.25039080398924213, 0.38284775965354023, 0.44485679268836975, 0.5294724422342637, 0.567050106385175]",1,113.9,0.09252,99.0,7378.0
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| 27 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,26,0.9680752670011555,0.775092936802974,0.7101027676553437,0.7613636363636364,0.7613636363636364,1214148.7623020362,2.9112846851348877,76.5,2026-08-21T06:18:58.355512+00:00,0.24892251105869517,0.37480910911279564,0.4319481165970073,0.5184697123134837,0.558698973234962,0.42657,"[0.24892251105869517, 0.37480910911279564, 0.4319481165970073, 0.5184697123134837, 0.558698973234962]",,,,,
|
| 28 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,27,0.9260155946348679,0.8308550185873605,0.6522419506853278,0.7159090909090909,0.7613636363636364,1213000.6961255656,2.9082529544830322,79.4,2026-08-21T06:19:01.294768+00:00,0.2503131750751944,0.373823683051502,0.4273020029067993,0.5138649975552279,0.5595650497604819,0.424974,"[0.2503131750751944, 0.373823683051502, 0.4273020029067993, 0.5138649975552279, 0.5595650497604819]",1,129.94,0.10497,95.0,7378.0
|
| 29 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,28,0.9262952669402481,0.8048327137546468,0.7046369314193726,0.7196969696969697,0.7613636363636364,1216834.516968326,2.919445753097534,82.3,2026-08-21T06:19:04.239319+00:00,0.2505566460244796,0.37801097421085134,0.42569198327905994,0.5124570236486548,0.5548673622748431,0.424317,"[0.2505566460244796, 0.37801097421085134, 0.42569198327905994, 0.5124570236486548, 0.5548673622748431]",,,,,
|
| 30 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,29,0.9351423214359355,0.8066914498141264,1.1217313896525989,0.5984848484848485,0.7613636363636364,1202466.7696549774,2.903991937637329,85.2,2026-08-21T06:19:07.169145+00:00,0.2477916040841271,0.372271304621416,0.4215645755038542,0.5095024915302501,0.5549930053598741,0.421225,"[0.2477916040841271, 0.372271304621416, 0.4215645755038542, 0.5095024915302501, 0.5549930053598741]",1,127.67,0.10299,97.0,7378.0
|
| 31 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,30,0.9184842703510837,0.8029739776951673,0.6758538737441554,0.7537878787878788,0.7613636363636364,1191835.727658371,2.901041269302368,88.1,2026-08-21T06:19:10.095902+00:00,0.24150906327892752,0.3721746416652904,0.4260384703383726,0.5119344977771535,0.552817677750307,0.420895,"[0.24150906327892752, 0.3721746416652904, 0.4260384703383726, 0.5119344977771535, 0.552817677750307]",1,144.1,0.11612,95.5,7378.0
|
| 32 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,31,0.9687521014514909,0.7881040892193308,1.1212227181954817,0.6325757575757576,0.7613636363636364,1183157.0564196834,2.912818670272827,91.0,2026-08-21T06:19:13.034545+00:00,0.24315455205300274,0.36698738617055554,0.41502320240525636,0.5051095976549036,0.5504169569295996,0.416138,"[0.24315455205300274, 0.36698738617055554, 0.41502320240525636, 0.5051095976549036, 0.5504169569295996]",,,,,
|
| 33 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,32,0.9176940889163532,0.8197026022304833,0.7207007444266117,0.7272727272727273,0.7613636363636364,1186188.2645644795,2.9192962646484375,94.0,2026-08-21T06:19:15.979590+00:00,0.2450297474861145,0.3661856721429264,0.41477874622625466,0.5059032755739549,0.5459708150695352,0.415574,"[0.2450297474861145, 0.3661856721429264, 0.41477874622625466, 0.5059032755739549, 0.5459708150695352]",1,113.57,0.0921,97.0,7378.0
|
| 34 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,33,0.9458284262830883,0.8104089219330854,0.7173719532562025,0.7121212121212122,0.7613636363636364,1166174.5815893665,2.9014170169830322,96.9,2026-08-21T06:19:18.907616+00:00,0.24041400937473073,0.35713035394163695,0.4139413745964275,0.5029787316041834,0.5439729304874644,0.411687,"[0.24041400937473073, 0.35713035394163695, 0.4139413745964275, 0.5029787316041834, 0.5439729304874644]",,,,,
|
| 35 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,34,0.8952772688245242,0.8382899628252788,0.6577962998187903,0.7424242424242424,0.7613636363636364,1158505.928591629,2.9091076850891113,99.8,2026-08-21T06:19:21.852003+00:00,0.2378412862034405,0.35550109954441295,0.410609352238038,0.5120069454698002,0.5438208264463088,0.411956,"[0.2378412862034405, 0.35550109954441295, 0.410609352238038, 0.5120069454698002, 0.5438208264463088]",1,124.12,0.1003,96.0,7378.0
|
| 36 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,35,0.8914706051128062,0.8308550185873605,0.5968324885223851,0.7954545454545454,0.7954545454545454,1153619.345164027,2.9110703468322754,102.7,2026-08-21T06:19:24.788473+00:00,0.23799916225321152,0.3540433084263521,0.4054940500680138,0.5045440547606524,0.5404321340953603,0.408503,"[0.23799916225321152, 0.3540433084263521, 0.4054940500680138, 0.5045440547606524, 0.5404321340953603]",,,,,
|
| 37 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,36,0.849272006727949,0.8680297397769516,0.5843629764788079,0.7840909090909091,0.7954545454545454,1149557.253959276,2.908879041671753,105.6,2026-08-21T06:19:27.728165+00:00,0.237799750531421,0.35142869107863484,0.4040846701930551,0.5033108697218054,0.5401888033922981,0.407363,"[0.237799750531421, 0.35142869107863484, 0.4040846701930551, 0.5033108697218054, 0.5401888033922981]",1,133.96,0.10824,97.0,7378.0
|
| 38 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,37,0.8200384201170343,0.879182156133829,0.5777547079505343,0.7613636363636364,0.7954545454545454,1156504.7279411764,2.914750337600708,108.5,2026-08-21T06:19:30.668757+00:00,0.24138027604888468,0.3545718824162203,0.3996366823420805,0.4921231129590203,0.5330821591265061,0.404159,"[0.24138027604888468, 0.3545718824162203, 0.3996366823420805, 0.4921231129590203, 0.5330821591265061]",1,136.04,0.11015,91.5,7378.0
|
| 39 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,38,0.8530745222666006,0.8736059479553904,0.5431484832908168,0.7878787878787878,0.7954545454545454,1145752.8689196834,2.9161133766174316,111.4,2026-08-21T06:19:33.610694+00:00,0.23921201421934016,0.34888310642803416,0.39823151861920075,0.4958881227409138,0.5334816329619464,0.403139,"[0.23921201421934016, 0.34888310642803416, 0.39823151861920075, 0.4958881227409138, 0.5334816329619464]",,,,,
|
| 40 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,39,0.8248659319150846,0.8680297397769516,0.8489865191055067,0.7272727272727273,0.7954545454545454,1148957.0955882352,2.916842460632324,114.3,2026-08-21T06:19:36.553009+00:00,0.24087622235803044,0.3502299101913677,0.39633502153789296,0.49104321528883543,0.5252497757182402,0.400747,"[0.24087622235803044, 0.3502299101913677, 0.39633502153789296, 0.49104321528883543, 0.5252497757182402]",1,137.37,0.1113,96.5,7378.0
|
| 41 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,40,0.8271676598871508,0.8513011152416357,0.605869196581118,0.7462121212121212,0.7954545454545454,1115793.157664027,2.9163553714752197,117.3,2026-08-21T06:19:39.495155+00:00,0.23212397975080154,0.34164421172703013,0.38651122591074777,0.4862120221642887,0.5224917320644155,0.393797,"[0.23212397975080154, 0.34164421172703013, 0.38651122591074777, 0.4862120221642887, 0.5224917320644155]",,,,,
|
| 42 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,41,0.841968133547049,0.862453531598513,0.6532181429140496,0.7424242424242424,0.7954545454545454,1127374.389423077,2.9330341815948486,120.2,2026-08-21T06:19:42.454561+00:00,0.23454737137345708,0.3458888863815981,0.39030921459198,0.4868073919240166,0.5199491416706759,0.3955,"[0.23454737137345708, 0.3458888863815981, 0.39030921459198, 0.4868073919240166, 0.5199491416706759]",1,128.85,0.10498,96.0,7378.0
|
| 43 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,42,0.8157449366877957,0.8754646840148699,0.5294956275911042,0.7840909090909091,0.7954545454545454,1111192.6812782804,2.936690092086792,123.1,2026-08-21T06:19:45.417393+00:00,0.23256795546587775,0.3385523347293629,0.3830588424907011,0.48286794914918785,0.5175124301629908,0.390912,"[0.23256795546587775, 0.3385523347293629, 0.3830588424907011, 0.48286794914918785, 0.5175124301629908]",,,,,
|
| 44 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,43,0.8014753179479266,0.879182156133829,0.5262754216338649,0.821969696969697,0.821969696969697,1113551.6343325793,2.9394705295562744,126.1,2026-08-21T06:19:48.382048+00:00,0.23358352745280547,0.3389018405886257,0.38330761124106016,0.48088713603861194,0.5165108056629405,0.390638,"[0.23358352745280547, 0.3389018405886257, 0.38330761124106016, 0.48088713603861194, 0.5165108056629405]",1,132.84,0.10847,96.5,7378.0
|
| 45 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,44,0.8013218698891565,0.8810408921933085,0.68354958115202,0.7462121212121212,0.821969696969697,1104653.9534785068,2.9501724243164062,129.0,2026-08-21T06:19:51.363300+00:00,0.2315153050072053,0.3382624931195203,0.3768942811909844,0.477365081801134,0.5086565157946419,0.386539,"[0.2315153050072053, 0.3382624931195203, 0.3768942811909844, 0.477365081801134, 0.5086565157946419]",1,113.94,0.09337,99.0,7378.0
|
| 46 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,45,0.80831363608846,0.8866171003717472,0.6412632420207515,0.7386363636363636,0.821969696969697,1116201.5623585973,2.9502956867218018,132.0,2026-08-21T06:19:54.346353+00:00,0.23537085424451268,0.3402748002725489,0.37960218506700855,0.4770191294305465,0.5058918963460362,0.387632,"[0.23537085424451268, 0.3402748002725489, 0.37960218506700855, 0.4770191294305465, 0.5058918963460362]",,,,,
|
| 47 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,46,0.8029070029028287,0.8754646840148699,0.5713224654847925,0.821969696969697,0.821969696969697,1102852.925622172,2.949493169784546,134.9,2026-08-21T06:19:57.336846+00:00,0.23240940272808075,0.3355324478710399,0.3763197607853833,0.4737287637065439,0.5042884630315444,0.384456,"[0.23240940272808075, 0.3355324478710399, 0.3763197607853833, 0.4737287637065439, 0.5042884630315444]",1,119.29,0.09773,96.0,7378.0
|
| 48 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,47,0.7902065032476829,0.8996282527881041,0.7740207603483489,0.7348484848484849,0.821969696969697,1092294.3119343892,2.9468607902526855,137.9,2026-08-21T06:20:00.310447+00:00,0.23054816968300762,0.33112098013653474,0.37260061677764444,0.4731317039798288,0.5041105536853566,0.382302,"[0.23054816968300762, 0.33112098013653474, 0.37260061677764444, 0.4731317039798288, 0.5041105536853566]",,,,,
|
| 49 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,48,0.7618383492678957,0.9089219330855018,0.4965816113081845,0.7992424242424242,0.821969696969697,1082900.4121889141,2.940542697906494,140.8,2026-08-21T06:20:03.278230+00:00,0.2285078728900236,0.3277733606450698,0.3699364381677964,0.47176005910424623,0.5007510465734145,0.379746,"[0.2285078728900236, 0.3277733606450698, 0.3699364381677964, 0.47176005910424623, 0.5007510465734145]",1,130.38,0.1065,95.0,7378.0
|
| 50 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,49,0.7734015499792134,0.8977695167286245,0.6391982165249911,0.7651515151515151,0.821969696969697,1094409.502545249,2.9360158443450928,143.7,2026-08-21T06:20:06.240745+00:00,0.23170142051051645,0.3323261772885042,0.3704895482343786,0.4699547974502339,0.49890413003809314,0.380675,"[0.23170142051051645, 0.3323261772885042, 0.3704895482343786, 0.4699547974502339, 0.49890413003809314]",1,114.04,0.09301,93.0,7378.0
|
| 51 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,50,0.7602225349295095,0.9070631970260223,0.49885528376608185,0.8409090909090909,0.8409090909090909,1079360.8656674207,2.9298079013824463,146.7,2026-08-21T06:20:09.196594+00:00,0.22857968859812794,0.3268219372805427,0.36612975246766033,0.46680638720007506,0.4949822934234844,0.376664,"[0.22857968859812794, 0.3268219372805427, 0.36612975246766033, 0.46680638720007506, 0.4949822934234844]",,,,,
|
| 52 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,51,0.7790684863980375,0.9107806691449815,0.6593708350802913,0.75,0.8409090909090909,1072416.2623020362,2.933314800262451,149.6,2026-08-21T06:20:12.160163+00:00,0.22649633358506596,0.3249371770550223,0.36482422492083383,0.46752345036057863,0.4938844547552221,0.375533,"[0.22649633358506596, 0.3249371770550223, 0.36482422492083383, 0.46752345036057863, 0.4938844547552221]",1,141.37,0.11519,96.0,7378.0
|
| 53 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,52,0.7393144610646046,0.9256505576208178,0.6226291394594944,0.8068181818181818,0.8409090909090909,1083079.5343608598,2.9237184524536133,152.5,2026-08-21T06:20:15.109940+00:00,0.22854352698606603,0.3289829439976636,0.36828744411468506,0.4700109783340903,0.49225763362996716,0.377617,"[0.22854352698606603, 0.3289829439976636, 0.36828744411468506, 0.4700109783340903, 0.49225763362996716]",,,,,
|
| 54 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,53,0.751027752254089,0.9070631970260223,0.4614659764549949,0.8522727272727273,0.8522727272727273,1066273.9162895926,2.9167914390563965,155.4,2026-08-21T06:20:18.053325+00:00,0.2263080845860874,0.3234700543038985,0.3590226488954881,0.45891635733492236,0.48917214660083547,0.371378,"[0.2263080845860874, 0.3234700543038985, 0.3590226488954881, 0.45891635733492236, 0.48917214660083547]",1,126.63,0.1026,96.5,7378.0
|
| 55 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,54,0.7546666173686768,0.9089219330855018,0.5904059166258032,0.8333333333333334,0.8522727272727273,1058858.9257635747,2.914201259613037,158.4,2026-08-21T06:20:20.997719+00:00,0.22433149201028488,0.32107700670466705,0.3581664684940787,0.4567333582569571,0.486111498930875,0.369284,"[0.22433149201028488, 0.32107700670466705, 0.3581664684940787, 0.4567333582569571, 0.486111498930875]",,,,,
|
| 56 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,55,0.7597679635405984,0.9144981412639405,0.5231839933178641,0.8068181818181818,0.8522727272727273,1079366.0008484162,2.9178686141967773,161.3,2026-08-21T06:20:23.940571+00:00,0.22870854682782116,0.3284082044573391,0.3643309789545396,0.4599346062716316,0.484791545306935,0.373235,"[0.22870854682782116, 0.3284082044573391, 0.3643309789545396, 0.4599346062716316, 0.484791545306935]",,,,,
|
| 57 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,56,0.7451017629701409,0.9144981412639405,0.5736861265066898,0.7613636363636364,0.8522727272727273,1055652.3240950226,2.920112133026123,164.2,2026-08-21T06:20:26.884995+00:00,0.22332924692069783,0.31988585871808667,0.3586890416986802,0.4561637184199165,0.47944021575591145,0.367502,"[0.22332924692069783, 0.31988585871808667, 0.3586890416986802, 0.4561637184199165, 0.47944021575591145]",1,114.39,0.09279,99.0,7378.0
|
| 58 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,57,0.7306657821272385,0.929368029739777,0.5211067741567438,0.7916666666666666,0.8522727272727273,1065158.485576923,2.9168686866760254,167.1,2026-08-21T06:20:29.827759+00:00,0.22535100929877339,0.3229776463087867,0.36186887586818023,0.4588904643760008,0.47945335156777324,0.369708,"[0.22535100929877339, 0.3229776463087867, 0.36186887586818023, 0.4588904643760008, 0.47945335156777324]",,,,,
|
| 59 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,58,0.7459721441162563,0.9163568773234201,0.5813872850302494,0.8181818181818182,0.8522727272727273,1059840.0383201358,2.912526845932007,170.0,2026-08-21T06:20:32.767066+00:00,0.2247285518576117,0.32206636842559366,0.35720567317569957,0.45455312378266277,0.4741288616376765,0.366537,"[0.2247285518576117, 0.32206636842559366, 0.35720567317569957, 0.45455312378266277, 0.4741288616376765]",1,132.35,0.10708,95.0,7378.0
|
| 60 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,59,0.7362733312698988,0.9349442379182156,0.4355138386740829,0.8560606060606061,0.8560606060606061,1057092.4188348416,2.921989917755127,173.0,2026-08-21T06:20:35.714689+00:00,0.2235540055176791,0.32189784155172463,0.3570152661379646,0.45447291696772857,0.474407904288348,0.36627,"[0.2235540055176791, 0.32189784155172463, 0.3570152661379646, 0.45447291696772857, 0.474407904288348]",,,,,
|
| 61 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,60,0.7281275165568497,0.9330855018587361,0.48465068683479773,0.8181818181818182,0.8560606060606061,1065218.8996040726,2.923133134841919,175.9,2026-08-21T06:20:38.668921+00:00,0.22644890406552484,0.323126635130714,0.3584560751914978,0.45485254420953636,0.46984896239112406,0.366547,"[0.22644890406552484, 0.323126635130714, 0.3584560751914978, 0.45485254420953636, 0.46984896239112406]",1,129.58,0.10522,95.0,7378.0
|
| 62 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,61,0.700418269767194,0.9405204460966543,0.5247516027002623,0.8181818181818182,0.8560606060606061,1041596.0755090499,2.9148733615875244,178.8,2026-08-21T06:20:41.609136+00:00,0.22044767789980946,0.31678317750201507,0.3516180602943196,0.44872337579727173,0.47017138144549203,0.361549,"[0.22044767789980946, 0.31678317750201507, 0.3516180602943196, 0.44872337579727173, 0.47017138144549203]",1,119.88,0.09707,90.5,7378.0
|
| 63 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,62,0.7447423460758309,0.9033457249070632,0.5024198718143232,0.803030303030303,0.8560606060606061,1052645.0004242081,2.917417287826538,181.7,2026-08-21T06:20:44.552998+00:00,0.22300262836848989,0.3200143032214221,0.35548760961083803,0.45083461263600516,0.46976861182381124,0.363822,"[0.22300262836848989, 0.3200143032214221, 0.35548760961083803, 0.45083461263600516, 0.46976861182381124]",,,,,
|
| 64 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,63,0.7115512784972067,0.9349442379182156,0.45411233468489215,0.8484848484848485,0.8560606060606061,1050530.8673642534,2.925332546234131,184.6,2026-08-21T06:20:47.503585+00:00,0.2222701600369285,0.3187427696059732,0.35629409376312704,0.45361856677952933,0.46598638155881095,0.363382,"[0.2222701600369285, 0.3187427696059732, 0.35629409376312704, 0.45361856677952933, 0.46598638155881095]",1,123.84,0.10063,96.0,7378.0
|
| 65 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,64,0.6874714394041154,0.9516728624535316,0.45154709888227057,0.8446969696969697,0.8560606060606061,1039822.9751131221,2.9263200759887695,187.6,2026-08-21T06:20:50.454879+00:00,0.22062193032573252,0.3154417925021228,0.35127468494807973,0.4447966516017914,0.46561212750042186,0.359549,"[0.22062193032573252, 0.3154417925021228, 0.35127468494807973, 0.4447966516017914, 0.46561212750042186]",,,,,
|
| 66 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,65,0.6856912053207482,0.9516728624535316,0.5550204533519167,0.8295454545454546,0.8560606060606061,1042169.6968325793,2.9210801124572754,190.5,2026-08-21T06:20:53.402733+00:00,0.22079452872276306,0.31689124247607064,0.3517753201372483,0.4463294726960799,0.46578922692467184,0.360316,"[0.22079452872276306, 0.31689124247607064, 0.3517753201372483, 0.4463294726960799, 0.46578922692467184]",1,117.95,0.09571,97.0,7378.0
|
| 67 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,66,0.6958139565354386,0.9368029739776952,0.5172068440552914,0.8106060606060606,0.8560606060606061,1050494.6891968325,2.9301676750183105,193.4,2026-08-21T06:20:56.357904+00:00,0.2239450488020392,0.3185821789152482,0.35201434177510876,0.44510521608240466,0.4633571067277123,0.360601,"[0.2239450488020392, 0.3185821789152482, 0.35201434177510876, 0.44510521608240466, 0.4633571067277123]",,,,,
|
| 68 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,67,0.6676208611757782,0.9553903345724907,0.5248591683127664,0.8446969696969697,0.8560606060606061,1038632.3909785068,2.934932231903076,196.3,2026-08-21T06:20:59.317478+00:00,0.2214382308370927,0.314304216819651,0.3486609862131231,0.44245219581267414,0.4617214991765864,0.357715,"[0.2214382308370927, 0.314304216819651, 0.3486609862131231, 0.44245219581267414, 0.4617214991765864]",1,122.6,0.09995,97.0,7378.0
|
| 69 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,68,0.6906136757379128,0.9535315985130112,0.5692688551816073,0.803030303030303,0.8560606060606061,1033926.6510180995,2.9250807762145996,199.3,2026-08-21T06:21:02.268386+00:00,0.2200982079786413,0.31361643005819884,0.34712332487106323,0.43986528410631065,0.45823748848017526,0.355788,"[0.2200982079786413, 0.31361643005819884, 0.34712332487106323, 0.43986528410631065, 0.45823748848017526]",1,117.13,0.09517,99.0,7378.0
|
| 70 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,69,0.6641865374873562,0.966542750929368,0.4511072473092513,0.8409090909090909,0.8560606060606061,1032442.4844457014,2.9321770668029785,202.2,2026-08-21T06:21:05.225735+00:00,0.22056979291579304,0.3123307087842156,0.34521807817851796,0.438981129842646,0.45696914546629963,0.354814,"[0.22056979291579304, 0.3123307087842156, 0.34521807817851796, 0.438981129842646, 0.45696914546629963]",,,,,
|
| 71 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,70,0.6786814693181488,0.9442379182156134,0.43606021277832263,0.8598484848484849,0.8598484848484849,1043925.3643947964,2.9324843883514404,205.1,2026-08-21T06:21:08.183825+00:00,0.22319080461474025,0.315529044936685,0.3493635163587682,0.4424191327656017,0.45804986182381124,0.35771,"[0.22319080461474025, 0.315529044936685, 0.3493635163587682, 0.4424191327656017, 0.45804986182381124]",1,125.26,0.10203,96.0,7378.0
|
| 72 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,71,0.65971883588564,0.9591078066914498,0.4472670717672868,0.8484848484848485,0.8598484848484849,1031113.1503110859,2.9310505390167236,208.1,2026-08-21T06:21:11.145217+00:00,0.21977762790287242,0.31191392856485706,0.3464783622938044,0.4399384996470283,0.45489895519088297,0.354601,"[0.21977762790287242, 0.31191392856485706, 0.3464783622938044, 0.4399384996470283, 0.45489895519088297]",,,,,
|
| 73 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,72,0.6722805256294052,0.9591078066914498,0.4863624202482628,0.8522727272727273,0.8598484848484849,1040652.1500282804,2.935225486755371,211.0,2026-08-21T06:21:14.106921+00:00,0.22243239160846262,0.3143349289894104,0.3490731225294225,0.44076087720253887,0.4506681123200585,0.355454,"[0.22243239160846262, 0.3143349289894104, 0.3490731225294225, 0.44076087720253887, 0.4506681123200585]",1,125.89,0.10264,96.0,7378.0
|
| 74 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,73,0.6404085172596474,0.9758364312267658,0.4332550899548964,0.8446969696969697,0.8598484848484849,1041672.8311651583,2.9346368312835693,213.9,2026-08-21T06:21:17.068936+00:00,0.22305559498422287,0.31481199930695924,0.3479318759020637,0.4392286276116091,0.45221734397551594,0.355449,"[0.22305559498422287, 0.31481199930695924, 0.3479318759020637, 0.4392286276116091, 0.45221734397551594]",1,126.87,0.10342,90.5,7378.0
|
| 75 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,74,0.6533229572622307,0.9702602230483272,0.4951024796023513,0.821969696969697,0.8598484848484849,1027875.5422794118,2.923363208770752,216.9,2026-08-21T06:21:20.018101+00:00,0.2198117848704843,0.3111857754342696,0.3430759626276353,0.4342895062530742,0.452251383486916,0.352123,"[0.2198117848704843, 0.3111857754342696, 0.3430759626276353, 0.4342895062530742, 0.452251383486916]",,,,,
|
| 76 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,75,0.6531095012856238,0.9758364312267658,0.4569917212833058,0.8295454545454546,0.8598484848484849,1016486.273755656,2.9258079528808594,219.8,2026-08-21T06:21:22.969468+00:00,0.21717122547766743,0.3074113533777349,0.34018949375433083,0.4314970041022581,0.4505380146643695,0.349361,"[0.21717122547766743, 0.3074113533777349, 0.34018949375433083, 0.4314970041022581, 0.4505380146643695]",1,130.42,0.106,96.5,7378.0
|
| 77 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,76,0.6486723002004801,0.9702602230483272,0.45826695904587256,0.8333333333333334,0.8598484848484849,1026579.4916572397,2.9369618892669678,222.7,2026-08-21T06:21:25.931594+00:00,0.21988558506264405,0.31068848161136403,0.3420102000236511,0.4317045755246106,0.448422826388303,0.350542,"[0.21988558506264405, 0.31068848161136403, 0.3420102000236511, 0.4317045755246106, 0.448422826388303]",,,,,
|
| 78 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,77,0.6625510691266964,0.9684014869888475,0.4237762653466427,0.8484848484848485,0.8598484848484849,1029085.0790441176,2.925808906555176,225.6,2026-08-21T06:21:28.883516+00:00,0.22029302576008966,0.31183070119689493,0.3427823764436385,0.43229886538842144,0.4449813646428725,0.350437,"[0.22029302576008966, 0.31183070119689493, 0.3427823764436385, 0.43229886538842144, 0.4449813646428725]",1,128.76,0.10465,96.0,7378.0
|
| 79 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,78,0.6458831557997098,0.966542750929368,0.43212879968411994,0.8522727272727273,0.8598484848484849,1021130.9367929864,2.934523105621338,228.6,2026-08-21T06:21:31.843337+00:00,0.21853644532315872,0.309167742729187,0.3402598342474769,0.4309273484875174,0.4478544522734249,0.349349,"[0.21853644532315872, 0.309167742729187, 0.3402598342474769, 0.4309273484875174, 0.4478544522734249]",,,,,
|
| 80 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,79,0.635024146519629,0.9795539033457249,0.40836405663779285,0.8787878787878788,0.8787878787878788,1029822.0674490951,2.9227030277252197,231.5,2026-08-21T06:21:34.793234+00:00,0.2209359644090428,0.3113669542705311,0.3425605858073515,0.4322517461636487,0.4446371951523949,0.35035,"[0.2209359644090428, 0.3113669542705311, 0.3425605858073515, 0.4322517461636487, 0.4446371951523949]",1,135.53,0.11003,96.0,7378.0
|
| 81 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,80,0.6310031507094996,0.9814126394052045,0.3918356177481738,0.8863636363636364,0.8863636363636364,1033819.4184106335,2.926356792449951,234.4,2026-08-21T06:21:37.750324+00:00,0.2216827062999501,0.31298669646768007,0.3437931783059064,0.43294939398765564,0.444014277528314,0.351085,"[0.2216827062999501, 0.31298669646768007, 0.3437931783059064, 0.43294939398765564, 0.444014277528314]",1,113.84,0.09254,99.0,7378.0
|
| 82 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,81,0.6397523651778919,0.9814126394052045,0.4083071676167575,0.8598484848484849,0.8863636363636364,1014085.663744344,2.9293155670166016,237.4,2026-08-21T06:21:40.712058+00:00,0.21711636466138504,0.30665961433859434,0.3381156097440159,0.4286343823460972,0.4462326028767754,0.347352,"[0.21711636466138504, 0.30665961433859434, 0.3381156097440159, 0.4286343823460972, 0.4462326028767754]",,,,,
|
| 83 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,82,0.61864151808409,0.9869888475836431,0.42276190808325104,0.8674242424242424,0.8863636363636364,1030564.8444570136,2.924802780151367,240.3,2026-08-21T06:21:43.663438+00:00,0.22111118979313793,0.3118463123545927,0.342479151837966,0.4315730596289915,0.44508134091601653,0.350418,"[0.22111118979313793, 0.3118463123545927, 0.342479151837966, 0.4315730596289915, 0.44508134091601653]",1,141.57,0.11502,96.0,7378.0
|
| 84 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,83,0.6218061518048709,0.9814126394052045,0.431247996561455,0.8636363636363636,0.8863636363636364,1026106.0415723982,2.9281740188598633,243.2,2026-08-21T06:21:46.616799+00:00,0.2199282260502086,0.3104333526947919,0.34209202492938323,0.4294716856058906,0.4428990570937886,0.348965,"[0.2199282260502086, 0.3104333526947919, 0.34209202492938323, 0.4294716856058906, 0.4428990570937886]",,,,,
|
| 85 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,84,0.6264647287507039,0.9739776951672863,0.44159115986390546,0.8560606060606061,0.8863636363636364,1034486.162754525,2.916501045227051,246.1,2026-08-21T06:21:49.559663+00:00,0.22219944789129145,0.3130110958043267,0.3434824137126698,0.4309515479732962,0.4418603549985325,0.350301,"[0.22219944789129145, 0.3130110958043267, 0.3434824137126698, 0.4309515479732962, 0.4418603549985325]",1,136.08,0.11024,96.0,7378.0
|
| 86 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,85,0.61577722618571,0.9851301115241635,0.39585452368765167,0.8825757575757576,0.8863636363636364,1021204.3450226245,2.918517589569092,249.1,2026-08-21T06:21:52.503471+00:00,0.2195258973275914,0.30893509528216195,0.3379937024677501,0.4269645862719592,0.44176462467978983,0.347037,"[0.2195258973275914, 0.30893509528216195, 0.3379937024677501, 0.4269645862719592, 0.44176462467978983]",1,138.05,0.11192,95.5,7378.0
|
| 87 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,86,0.6301007700675482,0.9869888475836431,0.4144772869167906,0.8598484848484849,0.8863636363636364,1019530.8921097284,2.9243791103363037,252.0,2026-08-21T06:21:55.453947+00:00,0.2191015701083576,0.30779729345265555,0.3386586343540865,0.42745614577742186,0.4413254348670735,0.346868,"[0.2191015701083576, 0.30779729345265555, 0.3386586343540865, 0.42745614577742186, 0.4413254348670735]",,,,,
|
| 88 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,87,0.6150615332738174,0.983271375464684,0.4508580267429352,0.8484848484848485,0.8863636363636364,1038554.0494909501,2.920588493347168,254.9,2026-08-21T06:21:58.401290+00:00,0.22393177800318775,0.3135456232463612,0.3432883953346926,0.43071241063230176,0.4427708422436434,0.35085,"[0.22393177800318775, 0.3135456232463612, 0.3432883953346926, 0.43071241063230176, 0.4427708422436434]",1,138.27,0.11217,95.0,7378.0
|
| 89 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,88,0.6150176671357847,0.9907063197026023,0.4216008818510807,0.8674242424242424,0.8863636363636364,1037745.3762726245,2.9319944381713867,257.8,2026-08-21T06:22:01.359496+00:00,0.2233001212863361,0.3137942903182086,0.3438313585870406,0.43055089606958274,0.44180016657885385,0.350655,"[0.2233001212863361, 0.3137942903182086, 0.3438313585870406, 0.43055089606958274, 0.44180016657885385]",,,,,
|
| 90 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,89,0.6125147196440005,0.9869888475836431,0.42081603769100073,0.8787878787878788,0.8863636363636364,1026931.153280543,2.9187400341033936,260.7,2026-08-21T06:22:04.303631+00:00,0.22053751086487489,0.31074202937238354,0.34100935389013853,0.4280021681505091,0.4409461564877454,0.348247,"[0.22053751086487489, 0.31074202937238354, 0.34100935389013853, 0.4280021681505091, 0.4409461564877454]",1,133.88,0.10854,95.0,7378.0
|
| 91 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,90,0.6098402532503064,0.9814126394052045,0.4358452648827524,0.8560606060606061,0.8863636363636364,1027368.5746606335,2.9266891479492188,263.7,2026-08-21T06:22:07.258181+00:00,0.2202631910057629,0.31077725396436806,0.34235761270803566,0.43009236454963684,0.4403762308990254,0.348773,"[0.2202631910057629, 0.31077725396436806, 0.34235761270803566, 0.43009236454963684, 0.4403762308990254]",1,134.49,0.10934,95.0,7378.0
|
| 92 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,91,0.6183734691275983,0.9851301115241635,0.40678931095383386,0.875,0.8863636363636364,1013270.6688348417,2.917630910873413,266.6,2026-08-21T06:22:10.202055+00:00,0.21750322247252746,0.3059882854714113,0.33723171844201927,0.42547517138368945,0.4407928095144384,0.345398,"[0.21750322247252746, 0.3059882854714113, 0.33723171844201927, 0.42547517138368945, 0.4407928095144384]",,,,,
|
| 93 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,92,0.6132062948326196,0.9851301115241635,0.4277774619333672,0.8560606060606061,0.8863636363636364,1028359.63645362,2.921273708343506,269.5,2026-08-21T06:22:13.148987+00:00,0.22070174795739791,0.3113476283410016,0.34171095665763407,0.42884619095746207,0.4374641670900233,0.348014,"[0.22070174795739791, 0.3113476283410016, 0.34171095665763407, 0.42884619095746207, 0.4374641670900233]",1,119.34,0.09684,99.0,7378.0
|
| 94 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,93,0.6072811993967645,0.983271375464684,0.4103357484846404,0.8863636363636364,0.8863636363636364,1025901.3667986426,2.928473472595215,272.4,2026-08-21T06:22:16.102081+00:00,0.22034742025768056,0.31021106067825766,0.34082599422510934,0.42823546423631553,0.4398668215555303,0.347897,"[0.22034742025768056, 0.31021106067825766, 0.34082599422510934, 0.42823546423631553, 0.4398668215555303]",,,,,
|
| 95 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,94,0.6157689369300927,0.9888475836431226,0.41422493891282514,0.8712121212121212,0.8863636363636364,1024984.0255938913,2.9233224391937256,275.4,2026-08-21T06:22:19.051945+00:00,0.22031583943787744,0.3098660391919753,0.3399745646645041,0.4279896564343396,0.4385838929344626,0.347346,"[0.22031583943787744, 0.3098660391919753, 0.3399745646645041, 0.4279896564343396, 0.4385838929344626]",1,135.35,0.10991,96.5,7378.0
|
| 96 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,95,0.6125687600068443,0.9869888475836431,0.4056002271897865,0.8901515151515151,0.8901515151515151,1022904.9816176471,2.927971124649048,278.3,2026-08-21T06:22:22.006403+00:00,0.21961055170087254,0.3094268791815814,0.3399011615444632,0.42722170668489795,0.4385262412183425,0.346937,"[0.21961055170087254, 0.3094268791815814, 0.3399011615444632, 0.42722170668489795, 0.4385262412183425]",,,,,
|
| 97 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,96,0.612140374999064,0.9851301115241635,0.412524705583399,0.875,0.8901515151515151,1033568.4763857466,2.936361312866211,281.2,2026-08-21T06:22:24.974510+00:00,0.22214705014930053,0.31240635233766895,0.3430796405848335,0.43132348446285024,0.4404384055558373,0.349879,"[0.22214705014930053, 0.31240635233766895, 0.3430796405848335, 0.43132348446285024, 0.4404384055558373]",1,130.86,0.10674,96.5,7378.0
|
| 98 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,97,0.6025414220905658,0.9962825278810409,0.41192055651635834,0.875,0.8901515151515151,1029860.4785067873,2.919685125350952,284.1,2026-08-21T06:22:27.919822+00:00,0.2212588725721135,0.31171537672772126,0.34157656220828786,0.42882759606136994,0.4397934114231783,0.348634,"[0.2212588725721135, 0.31171537672772126, 0.34157656220828786, 0.42882759606136994, 0.4397934114231783]",,,,,
|
| 99 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,98,0.6076190768564501,0.9888475836431226,0.4081913738539725,0.8712121212121212,0.8901515151515151,1028281.6753393665,2.9147815704345703,287.1,2026-08-21T06:22:30.859965+00:00,0.2208283832844566,0.3110491931438446,0.34162061530001026,0.42881743346943574,0.4399014483479893,0.348443,"[0.2208283832844566, 0.3110491931438446, 0.34162061530001026, 0.42881743346943574, 0.4399014483479893]",1,127.91,0.10356,97.0,7378.0
|
| 100 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,99,0.6136332710436285,0.9869888475836431,0.40964151873733057,0.8787878787878788,0.8901515151515151,1031517.7215780544,2.919992208480835,290.0,2026-08-21T06:22:33.805464+00:00,0.2213431684409871,0.3122873569236082,0.34297145640148835,0.43000907757702994,0.4391017082859488,0.349143,"[0.2213431684409871, 0.3122873569236082, 0.34297145640148835, 0.43000907757702994, 0.4391017082859488]",1,103.71,0.08412,97.0,7378.0
|
| 101 |
+
opt6_residual_signed,opt6_sigma_delta.py,62febd8ddf82a115,2,0,--sd-mode residual --sd-signed 1,default,2,False,32,16,100,100,0.6087174034473178,0.9925650557620818,0.40578530954592157,0.8712121212121212,0.8901515151515151,1036588.798076923,2.923764228820801,292.9,2026-08-21T06:22:36.754461+00:00,0.2227204468320398,0.31384219141567454,0.3438986399594475,0.4305732828729293,0.4382321291110095,0.349853,"[0.2227204468320398, 0.31384219141567454, 0.3438986399594475, 0.4305732828729293, 0.4382321291110095]",,,,,
|
opt6_sigma_delta/opt6_residual_signed.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
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| 1 |
+
{"epoch": 1, "train_loss": 4.122097337999309, "train_acc": 0.4349442379182156, "test_loss": 1.8114802765123772, "test_acc": 0.38257575757575757, "best_acc": 0.38257575757575757, "spike_rates": [0.26291993610999165, 0.4433218205676359, 0.5198689383618972, 0.542496425264022, 0.6051125701736001], "spikes_per_sample": 1364967.8209841629, "wall_time_s": 3.3126256465911865, "timestamp": "2026-08-21T06:17:44.441483+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 2.1586604526051802, "train_acc": 0.45539033457249073, "test_loss": 1.2482484831954495, "test_acc": 0.42424242424242425, "best_acc": 0.42424242424242425, "spike_rates": [0.2526167552260792, 0.4593053460121155, 0.5555200541720671, 0.5848028905251447, 0.6401143494774314], "spikes_per_sample": 1384653.596153846, "wall_time_s": 2.857895612716675, "timestamp": "2026-08-21T06:17:47.330935+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 1.7300140423402468, "train_acc": 0.46654275092936803, "test_loss": 1.2978725577845718, "test_acc": 0.48863636363636365, "best_acc": 0.48863636363636365, "spike_rates": [0.24673972322660334, 0.4437365216367385, 0.5642194853109472, 0.6039041876792908, 0.6446641964070937], "spikes_per_sample": 1363108.2570701358, "wall_time_s": 2.8609142303466797, "timestamp": "2026-08-21T06:17:50.224731+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 1.55956868744251, "train_acc": 0.5464684014869888, "test_loss": 1.2219622749270815, "test_acc": 0.5227272727272727, "best_acc": 0.5227272727272727, "spike_rates": [0.2547934695201762, 0.45018839485505047, 0.5713558056775261, 0.6055386557298548, 0.6429433016216054], "spikes_per_sample": 1390705.3055712671, "wall_time_s": 2.868544578552246, "timestamp": "2026-08-21T06:17:53.123618+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 1.515188843344224, "train_acc": 0.5241635687732342, "test_loss": 1.1045820821415295, "test_acc": 0.5113636363636364, "best_acc": 0.5227272727272727, "spike_rates": [0.2573222228709389, 0.4487220224212198, 0.5720079225652358, 0.6085015430169947, 0.6424388640067157], "spikes_per_sample": 1395196.712245475, "wall_time_s": 2.8746068477630615, "timestamp": "2026-08-21T06:17:56.034127+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 1.428229536708846, "train_acc": 0.5910780669144982, "test_loss": 1.0725983345147334, "test_acc": 0.5492424242424242, "best_acc": 0.5492424242424242, "spike_rates": [0.25845468394896565, 0.4441685255836038, 0.5581268598051632, 0.6001053732984206, 0.6338563982178184], "spikes_per_sample": 1384346.900876697, "wall_time_s": 2.88000226020813, "timestamp": "2026-08-21T06:17:58.938735+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 1.4662381100388708, "train_acc": 0.5464684014869888, "test_loss": 0.9580136447241812, "test_acc": 0.5833333333333334, "best_acc": 0.5833333333333334, "spike_rates": [0.2582714960855596, 0.44697143575724435, 0.5559484818402458, 0.591344531844644, 0.6226900044609519], "spikes_per_sample": 1384518.092335973, "wall_time_s": 2.8915061950683594, "timestamp": "2026-08-21T06:18:01.862384+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 1.4530715020615814, "train_acc": 0.550185873605948, "test_loss": 1.4935876636794119, "test_acc": 0.4621212121212121, "best_acc": 0.5833333333333334, "spike_rates": [0.25450029706253724, 0.44317836445920605, 0.5458264140521779, 0.5821327286608079, 0.6194894383935368], "spikes_per_sample": 1366090.9585690044, "wall_time_s": 2.8946430683135986, "timestamp": "2026-08-21T06:18:04.789354+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 1.4039941924212147, "train_acc": 0.5799256505576208, "test_loss": 1.023939609527588, "test_acc": 0.5871212121212122, "best_acc": 0.5871212121212122, "spike_rates": [0.25269924104213715, 0.4477279817356783, 0.5520997503224541, 0.5918337527443381, 0.6142610066077289], "spikes_per_sample": 1371601.8994626696, "wall_time_s": 2.9016804695129395, "timestamp": "2026-08-21T06:18:07.716406+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 1.36374812454096, "train_acc": 0.5743494423791822, "test_loss": 1.1743309172717007, "test_acc": 0.5795454545454546, "best_acc": 0.5871212121212122, "spike_rates": [0.2563787251710892, 0.44257394180578347, 0.5450992233612958, 0.5878165820065666, 0.6146073341369629], "spikes_per_sample": 1369719.8055712671, "wall_time_s": 2.911942958831787, "timestamp": "2026-08-21T06:18:10.660527+00:00"}
|
| 11 |
+
{"epoch": 11, "train_loss": 1.2811725028828618, "train_acc": 0.6133828996282528, "test_loss": 1.1425162436384144, "test_acc": 0.5984848484848485, "best_acc": 0.5984848484848485, "spike_rates": [0.26069929494577293, 0.43849002263125253, 0.5393505867789773, 0.5869371294975281, 0.617607965188868], "spikes_per_sample": 1371394.5531674207, "wall_time_s": 2.9199185371398926, "timestamp": "2026-08-21T06:18:13.607748+00:00"}
|
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{"epoch": 89, "train_loss": 0.6125147196440005, "train_acc": 0.9869888475836431, "test_loss": 0.42081603769100073, "test_acc": 0.8787878787878788, "best_acc": 0.8863636363636364, "spike_rates": [0.22053751086487489, 0.31074202937238354, 0.34100935389013853, 0.4280021681505091, 0.4409461564877454], "spikes_per_sample": 1026931.153280543, "wall_time_s": 2.9187400341033936, "timestamp": "2026-08-21T06:22:04.303631+00:00"}
|
| 90 |
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{"epoch": 90, "train_loss": 0.6098402532503064, "train_acc": 0.9814126394052045, "test_loss": 0.4358452648827524, "test_acc": 0.8560606060606061, "best_acc": 0.8863636363636364, "spike_rates": [0.2202631910057629, 0.31077725396436806, 0.34235761270803566, 0.43009236454963684, 0.4403762308990254], "spikes_per_sample": 1027368.5746606335, "wall_time_s": 2.9266891479492188, "timestamp": "2026-08-21T06:22:07.258181+00:00"}
|
| 91 |
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{"epoch": 91, "train_loss": 0.6183734691275983, "train_acc": 0.9851301115241635, "test_loss": 0.40678931095383386, "test_acc": 0.875, "best_acc": 0.8863636363636364, "spike_rates": [0.21750322247252746, 0.3059882854714113, 0.33723171844201927, 0.42547517138368945, 0.4407928095144384], "spikes_per_sample": 1013270.6688348417, "wall_time_s": 2.917630910873413, "timestamp": "2026-08-21T06:22:10.202055+00:00"}
|
| 92 |
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{"epoch": 92, "train_loss": 0.6132062948326196, "train_acc": 0.9851301115241635, "test_loss": 0.4277774619333672, "test_acc": 0.8560606060606061, "best_acc": 0.8863636363636364, "spike_rates": [0.22070174795739791, 0.3113476283410016, 0.34171095665763407, 0.42884619095746207, 0.4374641670900233], "spikes_per_sample": 1028359.63645362, "wall_time_s": 2.921273708343506, "timestamp": "2026-08-21T06:22:13.148987+00:00"}
|
| 93 |
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{"epoch": 93, "train_loss": 0.6072811993967645, "train_acc": 0.983271375464684, "test_loss": 0.4103357484846404, "test_acc": 0.8863636363636364, "best_acc": 0.8863636363636364, "spike_rates": [0.22034742025768056, 0.31021106067825766, 0.34082599422510934, 0.42823546423631553, 0.4398668215555303], "spikes_per_sample": 1025901.3667986426, "wall_time_s": 2.928473472595215, "timestamp": "2026-08-21T06:22:16.102081+00:00"}
|
| 94 |
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{"epoch": 94, "train_loss": 0.6157689369300927, "train_acc": 0.9888475836431226, "test_loss": 0.41422493891282514, "test_acc": 0.8712121212121212, "best_acc": 0.8863636363636364, "spike_rates": [0.22031583943787744, 0.3098660391919753, 0.3399745646645041, 0.4279896564343396, 0.4385838929344626], "spikes_per_sample": 1024984.0255938913, "wall_time_s": 2.9233224391937256, "timestamp": "2026-08-21T06:22:19.051945+00:00"}
|
| 95 |
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{"epoch": 95, "train_loss": 0.6125687600068443, "train_acc": 0.9869888475836431, "test_loss": 0.4056002271897865, "test_acc": 0.8901515151515151, "best_acc": 0.8901515151515151, "spike_rates": [0.21961055170087254, 0.3094268791815814, 0.3399011615444632, 0.42722170668489795, 0.4385262412183425], "spikes_per_sample": 1022904.9816176471, "wall_time_s": 2.927971124649048, "timestamp": "2026-08-21T06:22:22.006403+00:00"}
|
| 96 |
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{"epoch": 96, "train_loss": 0.612140374999064, "train_acc": 0.9851301115241635, "test_loss": 0.412524705583399, "test_acc": 0.875, "best_acc": 0.8901515151515151, "spike_rates": [0.22214705014930053, 0.31240635233766895, 0.3430796405848335, 0.43132348446285024, 0.4404384055558373], "spikes_per_sample": 1033568.4763857466, "wall_time_s": 2.936361312866211, "timestamp": "2026-08-21T06:22:24.974510+00:00"}
|
| 97 |
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{"epoch": 97, "train_loss": 0.6025414220905658, "train_acc": 0.9962825278810409, "test_loss": 0.41192055651635834, "test_acc": 0.875, "best_acc": 0.8901515151515151, "spike_rates": [0.2212588725721135, 0.31171537672772126, 0.34157656220828786, 0.42882759606136994, 0.4397934114231783], "spikes_per_sample": 1029860.4785067873, "wall_time_s": 2.919685125350952, "timestamp": "2026-08-21T06:22:27.919822+00:00"}
|
| 98 |
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{"epoch": 98, "train_loss": 0.6076190768564501, "train_acc": 0.9888475836431226, "test_loss": 0.4081913738539725, "test_acc": 0.8712121212121212, "best_acc": 0.8901515151515151, "spike_rates": [0.2208283832844566, 0.3110491931438446, 0.34162061530001026, 0.42881743346943574, 0.4399014483479893], "spikes_per_sample": 1028281.6753393665, "wall_time_s": 2.9147815704345703, "timestamp": "2026-08-21T06:22:30.859965+00:00"}
|
| 99 |
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{"epoch": 99, "train_loss": 0.6136332710436285, "train_acc": 0.9869888475836431, "test_loss": 0.40964151873733057, "test_acc": 0.8787878787878788, "best_acc": 0.8901515151515151, "spike_rates": [0.2213431684409871, 0.3122873569236082, 0.34297145640148835, 0.43000907757702994, 0.4391017082859488], "spikes_per_sample": 1031517.7215780544, "wall_time_s": 2.919992208480835, "timestamp": "2026-08-21T06:22:33.805464+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 0.6087174034473178, "train_acc": 0.9925650557620818, "test_loss": 0.40578530954592157, "test_acc": 0.8712121212121212, "best_acc": 0.8901515151515151, "spike_rates": [0.2227204468320398, 0.31384219141567454, 0.3438986399594475, 0.4305732828729293, 0.4382321291110095], "spikes_per_sample": 1036588.798076923, "wall_time_s": 2.923764228820801, "timestamp": "2026-08-21T06:22:36.754461+00:00"}
|
opt6_sigma_delta/opt6_residual_signed.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,195 @@
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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
|
| 2 |
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| 3 |
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| 194 |
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2026/08/21 06:23:49.473, 1, 0, 0, 3, 15360, 50, 10.46, 300
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opt6_sigma_delta/opt6_residual_signed.summary.json
ADDED
|
@@ -0,0 +1,100 @@
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|
| 1 |
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{
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|
| 12 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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| 17 |
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|
| 18 |
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|
| 19 |
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"name": "opt6_residual_signed.zip",
|
| 95 |
+
"files": 312,
|
| 96 |
+
"bytes": 1439816781,
|
| 97 |
+
"MB": 1439.8,
|
| 98 |
+
"sha256": "1ce9559b77b0fc845cef200e14d7dba7084be92a2c117b8ea47a61ae46d7de30"
|
| 99 |
+
}
|
| 100 |
+
}
|
opt6_sigma_delta/opt6_residual_signed.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1ce9559b77b0fc845cef200e14d7dba7084be92a2c117b8ea47a61ae46d7de30
|
| 3 |
+
size 1439816781
|