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DVS128-ANN / ann_opt_parallel /ann_opt_parallel.epochs.csv
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p-j-r-1-2-3
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epoch,train_loss,train_acc,test_loss,test_acc,best_acc,time_sec,timestamp,avg_steps_executed,sparsity
1,1.536,0.5627,,0.3295,0.3295,3.36,2026-09-13T03:42:17.633350+00:00,16.0,0.0
2,0.9372,0.7252,,0.7273,0.7273,2.98,2026-09-13T03:42:20.837345+00:00,16.0,0.0
3,0.6573,0.8449,,0.7652,0.7652,2.99,2026-09-13T03:42:24.058735+00:00,16.0,0.0
4,0.4577,0.8904,,0.8106,0.8106,3.01,2026-09-13T03:42:27.294570+00:00,16.0,0.0
5,0.3469,0.9239,,0.822,0.822,3.01,2026-09-13T03:42:30.555573+00:00,16.0,0.0
6,0.2655,0.9359,,0.8561,0.8561,3.02,2026-09-13T03:42:33.804799+00:00,16.0,0.0
7,0.2353,0.9489,,0.7424,0.8561,3.03,2026-09-13T03:42:37.067752+00:00,16.0,0.0
8,0.1878,0.9508,,0.8788,0.8788,3.03,2026-09-13T03:42:40.323190+00:00,16.0,0.0
9,0.1319,0.9749,,0.7689,0.8788,3.04,2026-09-13T03:42:43.597458+00:00,16.0,0.0
10,0.1541,0.9536,,0.6856,0.8788,3.05,2026-09-13T03:42:46.868568+00:00,16.0,0.0
11,0.0945,0.9824,,0.8902,0.8902,3.07,2026-09-13T03:42:50.162329+00:00,16.0,0.0
12,0.0779,0.9824,,0.9167,0.9167,3.07,2026-09-13T03:42:53.467183+00:00,16.0,0.0
13,0.1161,0.9731,,0.9242,0.9242,3.07,2026-09-13T03:42:56.772249+00:00,16.0,0.0
14,0.0999,0.9731,,0.9091,0.9242,3.08,2026-09-13T03:43:00.083894+00:00,16.0,0.0
15,0.0816,0.9814,,0.8561,0.9242,3.1,2026-09-13T03:43:03.407223+00:00,16.0,0.0
16,0.0818,0.9824,,0.8598,0.9242,3.11,2026-09-13T03:43:06.743129+00:00,16.0,0.0
17,0.0523,0.9907,,0.7727,0.9242,3.12,2026-09-13T03:43:10.093054+00:00,16.0,0.0
18,0.052,0.9879,,0.8712,0.9242,3.14,2026-09-13T03:43:13.455694+00:00,16.0,0.0
19,0.1248,0.961,,0.7576,0.9242,3.14,2026-09-13T03:43:16.827269+00:00,16.0,0.0
20,0.1245,0.9554,,0.8523,0.9242,3.15,2026-09-13T03:43:20.208353+00:00,16.0,0.0
21,0.0752,0.9805,,0.8485,0.9242,3.16,2026-09-13T03:43:23.614465+00:00,16.0,0.0
22,0.0565,0.9824,,0.9053,0.9242,3.17,2026-09-13T03:43:27.008879+00:00,16.0,0.0
23,0.0355,0.9935,,0.9394,0.9394,3.15,2026-09-13T03:43:30.388669+00:00,16.0,0.0
24,0.025,0.9972,,0.9356,0.9394,3.14,2026-09-13T03:43:33.766310+00:00,16.0,0.0
25,0.0267,0.9944,,0.8977,0.9394,3.13,2026-09-13T03:43:37.128980+00:00,16.0,0.0
26,0.0495,0.9879,,0.7765,0.9394,3.13,2026-09-13T03:43:40.480701+00:00,16.0,0.0
27,0.052,0.987,,0.8826,0.9394,3.12,2026-09-13T03:43:43.826074+00:00,16.0,0.0
28,0.0316,0.9926,,0.9091,0.9394,3.11,2026-09-13T03:43:47.162947+00:00,16.0,0.0
29,0.1073,0.9703,,0.8636,0.9394,3.1,2026-09-13T03:43:50.500242+00:00,16.0,0.0
30,0.0879,0.974,,0.8068,0.9394,3.09,2026-09-13T03:43:53.823433+00:00,16.0,0.0
31,0.0578,0.9833,,0.8712,0.9394,3.1,2026-09-13T03:43:57.145862+00:00,16.0,0.0
32,0.0301,0.9916,,0.9318,0.9394,3.1,2026-09-13T03:44:00.475103+00:00,16.0,0.0
33,0.012,1.0,,0.9508,0.9508,3.09,2026-09-13T03:44:03.792676+00:00,16.0,0.0
34,0.0137,0.9981,,0.9242,0.9508,3.09,2026-09-13T03:44:07.120050+00:00,16.0,0.0
35,0.0076,1.0,,0.9432,0.9508,3.1,2026-09-13T03:44:10.445340+00:00,16.0,0.0
36,0.0161,0.9972,,0.9432,0.9508,3.1,2026-09-13T03:44:13.766698+00:00,16.0,0.0
37,0.01,0.9991,,0.9545,0.9545,3.1,2026-09-13T03:44:17.092335+00:00,16.0,0.0
38,0.016,0.9963,,0.9053,0.9545,3.1,2026-09-13T03:44:20.428158+00:00,16.0,0.0
39,0.0122,1.0,,0.928,0.9545,3.1,2026-09-13T03:44:23.753095+00:00,16.0,0.0
40,0.0171,0.9972,,0.9129,0.9545,3.11,2026-09-13T03:44:27.088226+00:00,16.0,0.0
41,0.0352,0.9916,,0.9129,0.9545,3.11,2026-09-13T03:44:30.429103+00:00,16.0,0.0
42,0.0538,0.987,,0.8788,0.9545,3.12,2026-09-13T03:44:33.776103+00:00,16.0,0.0
43,0.0421,0.9889,,0.9432,0.9545,3.12,2026-09-13T03:44:37.122635+00:00,16.0,0.0
44,0.0369,0.9916,,0.9205,0.9545,3.12,2026-09-13T03:44:40.471046+00:00,16.0,0.0
45,0.0116,0.9981,,0.9394,0.9545,3.13,2026-09-13T03:44:43.825376+00:00,16.0,0.0
46,0.0098,1.0,,0.9167,0.9545,3.13,2026-09-13T03:44:47.181644+00:00,16.0,0.0
47,0.0073,0.9991,,0.9394,0.9545,3.13,2026-09-13T03:44:50.538932+00:00,16.0,0.0
48,0.0276,0.9963,,0.928,0.9545,3.13,2026-09-13T03:44:53.894036+00:00,16.0,0.0
49,0.0094,0.9972,,0.928,0.9545,3.13,2026-09-13T03:44:57.246581+00:00,16.0,0.0
50,0.007,0.9991,,0.9394,0.9545,3.12,2026-09-13T03:45:00.594816+00:00,16.0,0.0
51,0.0093,0.9981,,0.8977,0.9545,3.12,2026-09-13T03:45:03.939345+00:00,16.0,0.0
52,0.0115,0.9981,,0.9394,0.9545,3.12,2026-09-13T03:45:07.287803+00:00,16.0,0.0
53,0.0073,1.0,,0.9583,0.9583,3.11,2026-09-13T03:45:10.629910+00:00,16.0,0.0
54,0.0049,0.9991,,0.9545,0.9583,3.11,2026-09-13T03:45:13.978401+00:00,16.0,0.0
55,0.0074,0.9981,,0.9129,0.9583,3.11,2026-09-13T03:45:17.322885+00:00,16.0,0.0
56,0.007,1.0,,0.947,0.9583,3.11,2026-09-13T03:45:20.660678+00:00,16.0,0.0
57,0.0039,1.0,,0.9545,0.9583,3.11,2026-09-13T03:45:23.998633+00:00,16.0,0.0
58,0.0027,1.0,,0.9545,0.9583,3.1,2026-09-13T03:45:27.326912+00:00,16.0,0.0
59,0.0021,1.0,,0.9621,0.9621,3.11,2026-09-13T03:45:30.663313+00:00,16.0,0.0
60,0.0019,1.0,,0.9583,0.9621,3.11,2026-09-13T03:45:34.002636+00:00,16.0,0.0
61,0.0013,1.0,,0.9659,0.9659,3.1,2026-09-13T03:45:37.335338+00:00,16.0,0.0
62,0.0012,1.0,,0.9659,0.9659,3.1,2026-09-13T03:45:40.674806+00:00,16.0,0.0
63,0.0011,1.0,,0.9697,0.9697,3.11,2026-09-13T03:45:44.008479+00:00,16.0,0.0
64,0.0012,1.0,,0.9697,0.9697,3.1,2026-09-13T03:45:47.344557+00:00,16.0,0.0
65,0.0013,1.0,,0.947,0.9697,3.11,2026-09-13T03:45:50.677217+00:00,16.0,0.0
66,0.0016,1.0,,0.9659,0.9697,3.11,2026-09-13T03:45:54.009347+00:00,16.0,0.0
67,0.0014,1.0,,0.9697,0.9697,3.11,2026-09-13T03:45:57.343911+00:00,16.0,0.0
68,0.0013,1.0,,0.9583,0.9697,3.11,2026-09-13T03:46:00.681032+00:00,16.0,0.0
69,0.0009,1.0,,0.9659,0.9697,3.1,2026-09-13T03:46:04.010834+00:00,16.0,0.0
70,0.001,1.0,,0.9697,0.9697,3.11,2026-09-13T03:46:07.349106+00:00,16.0,0.0
71,0.0016,1.0,,0.9583,0.9697,3.11,2026-09-13T03:46:10.682754+00:00,16.0,0.0
72,0.0011,1.0,,0.9621,0.9697,3.1,2026-09-13T03:46:14.016046+00:00,16.0,0.0
73,0.0009,1.0,,0.9659,0.9697,3.11,2026-09-13T03:46:17.348044+00:00,16.0,0.0
74,0.001,1.0,,0.9659,0.9697,3.11,2026-09-13T03:46:20.679419+00:00,16.0,0.0
75,0.0012,1.0,,0.9545,0.9697,3.11,2026-09-13T03:46:24.018318+00:00,16.0,0.0
76,0.0013,1.0,,0.9508,0.9697,3.1,2026-09-13T03:46:27.348820+00:00,16.0,0.0
77,0.0012,1.0,,0.9621,0.9697,3.11,2026-09-13T03:46:30.680315+00:00,16.0,0.0
78,0.0009,1.0,,0.9621,0.9697,3.1,2026-09-13T03:46:34.010303+00:00,16.0,0.0
79,0.0009,1.0,,0.9659,0.9697,3.11,2026-09-13T03:46:37.344637+00:00,16.0,0.0
80,0.001,1.0,,0.9697,0.9697,3.11,2026-09-13T03:46:40.679242+00:00,16.0,0.0
81,0.0008,1.0,,0.9697,0.9697,3.11,2026-09-13T03:46:44.017706+00:00,16.0,0.0
82,0.0011,1.0,,0.9697,0.9697,3.11,2026-09-13T03:46:47.357366+00:00,16.0,0.0
83,0.0008,1.0,,0.9697,0.9697,3.12,2026-09-13T03:46:50.698016+00:00,16.0,0.0
84,0.0008,1.0,,0.9659,0.9697,3.12,2026-09-13T03:46:54.042230+00:00,16.0,0.0
85,0.0008,1.0,,0.9697,0.9697,3.12,2026-09-13T03:46:57.383770+00:00,16.0,0.0
86,0.0008,1.0,,0.9659,0.9697,3.12,2026-09-13T03:47:00.732006+00:00,16.0,0.0
87,0.0006,1.0,,0.9659,0.9697,3.12,2026-09-13T03:47:04.078902+00:00,16.0,0.0
88,0.0008,1.0,,0.9621,0.9697,3.12,2026-09-13T03:47:07.425071+00:00,16.0,0.0
89,0.0009,1.0,,0.9659,0.9697,3.12,2026-09-13T03:47:10.774835+00:00,16.0,0.0
90,0.0009,1.0,,0.9659,0.9697,3.12,2026-09-13T03:47:14.123781+00:00,16.0,0.0
91,0.0009,1.0,,0.9659,0.9697,3.12,2026-09-13T03:47:17.469081+00:00,16.0,0.0
92,0.0009,1.0,,0.9735,0.9735,3.12,2026-09-13T03:47:20.815210+00:00,16.0,0.0
93,0.0009,1.0,,0.9621,0.9735,3.12,2026-09-13T03:47:24.167793+00:00,16.0,0.0
94,0.0008,1.0,,0.9659,0.9735,3.12,2026-09-13T03:47:27.515357+00:00,16.0,0.0
95,0.001,1.0,,0.9659,0.9735,3.11,2026-09-13T03:47:30.852450+00:00,16.0,0.0
96,0.001,1.0,,0.9621,0.9735,3.12,2026-09-13T03:47:34.193108+00:00,16.0,0.0
97,0.0008,1.0,,0.9621,0.9735,3.11,2026-09-13T03:47:37.527006+00:00,16.0,0.0
98,0.0008,1.0,,0.9659,0.9735,3.1,2026-09-13T03:47:40.888889+00:00,16.0,0.0
99,0.001,1.0,,0.9621,0.9735,3.1,2026-09-13T03:47:44.216969+00:00,16.0,0.0
100,0.0008,1.0,,0.9659,0.9735,3.1,2026-09-13T03:47:47.543123+00:00,16.0,0.0