forked from meshde/EruditeX
-
Notifications
You must be signed in to change notification settings - Fork 0
/
results.txt
360 lines (360 loc) · 22 KB
/
results.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
babi: 1
babi: 1
accuracy: 34.70 percent epoch: 0accuracy: 49.10 percent epoch: 0 time: 98.26604795455933
accuracy: 52.60 percent epoch: 1accuracy: 49.00 percent epoch: 1 time: 104.5730357170105
accuracy: 54.70 percent epoch: 2accuracy: 50.10 percent epoch: 2 time: 19904.041692495346
accuracy: 53.90 percent epoch: 3accuracy: 50.80 percent epoch: 3 time: 103.96890425682068
accuracy: 55.30 percent epoch: 4accuracy: 49.80 percent epoch: 4 time: 102.54515290260315
accuracy: 57.40 percent epoch: 5accuracy: 50.90 percent epoch: 5 time: 113.34762787818909
accuracy: 64.10 percent epoch: 6accuracy: 70.90 percent epoch: 6 time: 99.64765954017639
accuracy: 83.20 percent epoch: 7accuracy: 88.90 percent epoch: 7 time: 102.12425231933594
accuracy: 98.40 percent epoch: 8accuracy: 99.30 percent epoch: 8 time: 98.48443007469177
accuracy: 100.00 percent epoch: 9accuracy: 99.50 percent epoch: 9 time: 101.52292966842651
babi: 2
accuracy: 18.20 percent epoch: 0accuracy: 18.70 percent epoch: 0 time: 209.03407335281372
accuracy: 19.50 percent epoch: 1accuracy: 17.50 percent epoch: 1 time: 218.10765862464905
accuracy: 20.60 percent epoch: 2accuracy: 16.40 percent epoch: 2 time: 230.2018964290619
accuracy: 18.50 percent epoch: 3accuracy: 16.00 percent epoch: 3 time: 239.67640566825867
accuracy: 23.00 percent epoch: 4accuracy: 25.90 percent epoch: 4 time: 226.15696835517883
accuracy: 29.90 percent epoch: 5accuracy: 31.10 percent epoch: 5 time: 211.86074471473694
accuracy: 34.40 percent epoch: 6accuracy: 31.60 percent epoch: 6 time: 229.09211349487305
accuracy: 39.80 percent epoch: 7accuracy: 35.30 percent epoch: 7 time: 207.2488510608673
accuracy: 46.80 percent epoch: 8accuracy: 32.00 percent epoch: 8 time: 228.19571352005005
accuracy: 51.10 percent epoch: 9accuracy: 35.70 percent epoch: 9 time: 228.32498836517334
accuracy: 59.30 percent epoch: 10accuracy: 35.00 percent epoch: 10 time: 234.98748064041138
accuracy: 67.70 percent epoch: 11accuracy: 34.20 percent epoch: 11 time: 235.93264770507812
accuracy: 72.30 percent epoch: 12accuracy: 34.80 percent epoch: 12 time: 261.1934332847595
accuracy: 78.60 percent epoch: 13accuracy: 33.90 percent epoch: 13 time: 217.02847266197205
accuracy: 82.90 percent epoch: 14accuracy: 35.10 percent epoch: 14 time: 198.37860941886902
accuracy: 87.40 percent epoch: 15accuracy: 34.80 percent epoch: 15 time: 198.71122241020203
accuracy: 91.50 percent epoch: 16accuracy: 35.10 percent epoch: 16 time: 198.91469645500183
accuracy: 93.40 percent epoch: 17accuracy: 34.90 percent epoch: 17 time: 201.01827144622803
accuracy: 95.00 percent epoch: 18accuracy: 32.10 percent epoch: 18 time: 203.98591899871826
accuracy: 96.20 percent epoch: 19accuracy: 35.60 percent epoch: 19 time: 215.54078030586243
babi: 3
accuracy: 19.50 percent epoch: 0accuracy: 25.20 percent epoch: 0 time: 583.0389502048492
accuracy: 21.90 percent epoch: 1accuracy: 21.30 percent epoch: 1 time: 631.836056470871
accuracy: 24.10 percent epoch: 2accuracy: 20.20 percent epoch: 2 time: 635.2167096138
accuracy: 24.70 percent epoch: 3accuracy: 22.60 percent epoch: 3 time: 644.2721891403198
accuracy: 26.30 percent epoch: 4accuracy: 18.90 percent epoch: 4 time: 644.2438225746155
accuracy: 27.50 percent epoch: 5accuracy: 20.10 percent epoch: 5 time: 638.5490884780884
accuracy: 24.90 percent epoch: 6accuracy: 24.00 percent epoch: 6 time: 589.6967203617096
accuracy: 25.70 percent epoch: 7accuracy: 21.50 percent epoch: 7 time: 570.1873428821564
accuracy: 25.90 percent epoch: 8accuracy: 19.30 percent epoch: 8 time: 540.8425159454346
accuracy: 29.40 percent epoch: 9accuracy: 20.20 percent epoch: 9 time: 543.4653549194336
accuracy: 32.30 percent epoch: 10accuracy: 26.10 percent epoch: 10 time: 608.5559551715851
accuracy: 35.70 percent epoch: 11accuracy: 28.10 percent epoch: 11 time: 657.6891524791718
accuracy: 41.10 percent epoch: 12accuracy: 27.40 percent epoch: 12 time: 814.3313202857971
accuracy: 48.10 percent epoch: 13accuracy: 31.80 percent epoch: 13 time: 586.8772735595703
accuracy: 56.60 percent epoch: 14accuracy: 34.10 percent epoch: 14 time: 588.7312591075897
accuracy: 63.80 percent epoch: 15accuracy: 32.50 percent epoch: 15 time: 539.3073585033417
accuracy: 69.20 percent epoch: 16accuracy: 33.90 percent epoch: 16 time: 528.0819978713989
accuracy: 74.90 percent epoch: 17accuracy: 31.40 percent epoch: 17 time: 528.7908205986023
accuracy: 80.80 percent epoch: 18accuracy: 34.00 percent epoch: 18 time: 547.5275847911835
accuracy: 84.70 percent epoch: 19accuracy: 33.40 percent epoch: 19 time: 572.9712402820587
accuracy: 87.70 percent epoch: 20accuracy: 32.40 percent epoch: 20 time: 532.1376087665558
accuracy: 90.70 percent epoch: 21accuracy: 31.80 percent epoch: 21 time: 571.5679376125336
accuracy: 92.60 percent epoch: 22accuracy: 33.70 percent epoch: 22 time: 590.6878876686096
accuracy: 95.50 percent epoch: 23accuracy: 31.50 percent epoch: 23 time: 558.9473066329956
accuracy: 96.30 percent epoch: 24accuracy: 32.00 percent epoch: 24 time: 540.2912065982819
accuracy: 97.40 percent epoch: 25accuracy: 31.80 percent epoch: 25 time: 531.6487658023834
accuracy: 98.00 percent epoch: 26accuracy: 30.90 percent epoch: 26 time: 535.6744496822357
accuracy: 98.90 percent epoch: 27accuracy: 32.90 percent epoch: 27 time: 551.4159667491913
accuracy: 98.20 percent epoch: 28accuracy: 33.10 percent epoch: 28 time: 534.1713972091675
accuracy: 98.90 percent epoch: 29accuracy: 30.60 percent epoch: 29 time: 538.6656873226166
babi: 1
babi: 1
accuracy: 31.40 percent epoch: 0accuracy: 50.00 percent epoch: 0 time: 104.94048476219177
babi: 4
accuracy: 16.80 percent epoch: 0accuracy: 18.00 percent epoch: 0 time: 56.885056257247925
accuracy: 19.30 percent epoch: 1accuracy: 20.00 percent epoch: 1 time: 56.681493043899536
accuracy: 28.90 percent epoch: 2accuracy: 44.70 percent epoch: 2 time: 56.5460991859436
accuracy: 63.40 percent epoch: 3accuracy: 73.10 percent epoch: 3 time: 56.805830001831055
accuracy: 79.30 percent epoch: 4accuracy: 75.00 percent epoch: 4 time: 56.29244804382324
accuracy: 81.20 percent epoch: 5accuracy: 77.30 percent epoch: 5 time: 55.89990592002869
accuracy: 83.10 percent epoch: 6accuracy: 76.30 percent epoch: 6 time: 56.17365288734436
accuracy: 83.30 percent epoch: 7accuracy: 76.60 percent epoch: 7 time: 56.00881767272949
accuracy: 84.70 percent epoch: 8accuracy: 76.70 percent epoch: 8 time: 56.66374397277832
accuracy: 84.90 percent epoch: 9accuracy: 77.10 percent epoch: 9 time: 56.12304878234863
accuracy: 85.40 percent epoch: 10accuracy: 77.90 percent epoch: 10 time: 55.95786738395691
accuracy: 85.40 percent epoch: 11accuracy: 76.20 percent epoch: 11 time: 56.2615430355072
accuracy: 86.30 percent epoch: 12accuracy: 76.60 percent epoch: 12 time: 56.13185715675354
accuracy: 87.00 percent epoch: 13accuracy: 76.70 percent epoch: 13 time: 55.90313982963562
accuracy: 87.10 percent epoch: 14accuracy: 75.70 percent epoch: 14 time: 56.15421438217163
accuracy: 86.90 percent epoch: 15accuracy: 75.50 percent epoch: 15 time: 55.804020166397095
accuracy: 87.30 percent epoch: 16accuracy: 77.80 percent epoch: 16 time: 56.03903770446777
accuracy: 87.70 percent epoch: 17accuracy: 77.10 percent epoch: 17 time: 56.00576734542847
accuracy: 88.30 percent epoch: 18accuracy: 75.80 percent epoch: 18 time: 55.7330379486084
accuracy: 88.50 percent epoch: 19accuracy: 76.90 percent epoch: 19 time: 56.28968262672424
accuracy: 90.30 percent epoch: 20accuracy: 75.00 percent epoch: 20 time: 55.92570900917053
accuracy: 90.70 percent epoch: 21accuracy: 76.00 percent epoch: 21 time: 56.606717348098755
accuracy: 90.20 percent epoch: 22accuracy: 76.90 percent epoch: 22 time: 56.3622682094574
accuracy: 90.20 percent epoch: 23accuracy: 76.80 percent epoch: 23 time: 56.128660440444946
accuracy: 91.20 percent epoch: 24accuracy: 76.00 percent epoch: 24 time: 56.85072445869446
accuracy: 92.10 percent epoch: 25accuracy: 76.10 percent epoch: 25 time: 56.713802337646484
accuracy: 92.10 percent epoch: 26accuracy: 77.10 percent epoch: 26 time: 56.28998041152954
accuracy: 93.50 percent epoch: 27accuracy: 76.50 percent epoch: 27 time: 56.056299448013306
accuracy: 94.60 percent epoch: 28accuracy: 77.00 percent epoch: 28 time: 56.40681290626526
accuracy: 94.00 percent epoch: 29accuracy: 77.30 percent epoch: 29 time: 55.88678741455078
accuracy: 94.10 percent epoch: 30accuracy: 77.80 percent epoch: 30 time: 57.05360293388367
accuracy: 95.60 percent epoch: 31accuracy: 77.80 percent epoch: 31 time: 56.761067152023315
accuracy: 95.70 percent epoch: 32accuracy: 77.60 percent epoch: 32 time: 56.14183568954468
accuracy: 96.10 percent epoch: 33accuracy: 79.10 percent epoch: 33 time: 56.410295248031616
accuracy: 96.10 percent epoch: 34accuracy: 78.50 percent epoch: 34 time: 55.716503858566284
accuracy: 97.20 percent epoch: 35accuracy: 79.30 percent epoch: 35 time: 55.32279109954834
accuracy: 97.40 percent epoch: 36accuracy: 77.90 percent epoch: 36 time: 55.36182880401611
accuracy: 97.70 percent epoch: 37accuracy: 79.60 percent epoch: 37 time: 55.10432410240173
accuracy: 97.80 percent epoch: 38accuracy: 78.90 percent epoch: 38 time: 55.01459574699402
accuracy: 98.60 percent epoch: 39accuracy: 80.30 percent epoch: 39 time: 55.56858682632446
accuracy: 98.30 percent epoch: 40accuracy: 80.20 percent epoch: 40 time: 55.37606954574585
accuracy: 98.70 percent epoch: 41accuracy: 81.40 percent epoch: 41 time: 71.80611968040466
accuracy: 98.90 percent epoch: 42accuracy: 81.00 percent epoch: 42 time: 126.72476363182068
accuracy: 99.20 percent epoch: 43accuracy: 83.10 percent epoch: 43 time: 132.9459159374237
accuracy: 98.80 percent epoch: 44accuracy: 82.80 percent epoch: 44 time: 218.47584748268127
accuracy: 99.30 percent epoch: 45accuracy: 83.00 percent epoch: 45 time: 145.6091513633728
accuracy: 99.40 percent epoch: 46accuracy: 83.00 percent epoch: 46 time: 205.30584001541138
accuracy: 99.10 percent epoch: 47accuracy: 84.00 percent epoch: 47 time: 182.21538400650024
accuracy: 99.40 percent epoch: 48accuracy: 83.10 percent epoch: 48 time: 177.23408937454224
accuracy: 99.60 percent epoch: 49accuracy: 83.80 percent epoch: 49 time: 212.93015956878662
babi: 5
babi: 5
babi: 5
babi: 4
babi: 6
accuracy: 50.40 percent epoch: 0accuracy: 50.30 percent epoch: 0 time: 96.51866745948792
babi: 5
babi: 7
accuracy: 47.90 percent epoch: 0accuracy: 48.80 percent epoch: 0 time: 132.93396854400635
accuracy: 66.00 percent epoch: 1accuracy: 72.10 percent epoch: 1 time: 142.80476450920105
accuracy: 77.90 percent epoch: 2accuracy: 78.50 percent epoch: 2 time: 163.07675957679749
accuracy: 78.70 percent epoch: 3accuracy: 80.30 percent epoch: 3 time: 138.1045286655426
accuracy: 80.00 percent epoch: 4accuracy: 80.70 percent epoch: 4 time: 137.84839153289795
accuracy: 81.00 percent epoch: 5accuracy: 78.60 percent epoch: 5 time: 135.54458904266357
accuracy: 81.20 percent epoch: 6accuracy: 79.50 percent epoch: 6 time: 161.68466758728027
accuracy: 83.00 percent epoch: 7accuracy: 74.70 percent epoch: 7 time: 144.07237076759338
accuracy: 81.80 percent epoch: 8accuracy: 74.40 percent epoch: 8 time: 141.25514268875122
accuracy: 83.30 percent epoch: 9accuracy: 79.00 percent epoch: 9 time: 143.11962938308716
accuracy: 85.50 percent epoch: 10accuracy: 77.70 percent epoch: 10 time: 134.1248698234558
accuracy: 86.60 percent epoch: 11accuracy: 81.70 percent epoch: 11 time: 127.4038143157959
accuracy: 87.40 percent epoch: 12accuracy: 78.90 percent epoch: 12 time: 126.02539825439453
accuracy: 90.20 percent epoch: 13accuracy: 78.20 percent epoch: 13 time: 125.8091926574707
accuracy: 91.40 percent epoch: 14accuracy: 80.40 percent epoch: 14 time: 125.9942524433136
accuracy: 93.60 percent epoch: 15accuracy: 78.90 percent epoch: 15 time: 124.99129462242126
accuracy: 95.10 percent epoch: 16accuracy: 77.20 percent epoch: 16 time: 125.40659284591675
accuracy: 95.80 percent epoch: 17accuracy: 77.70 percent epoch: 17 time: 127.27896404266357
accuracy: 95.80 percent epoch: 18accuracy: 79.30 percent epoch: 18 time: 126.27284526824951
accuracy: 97.90 percent epoch: 19accuracy: 79.40 percent epoch: 19 time: 125.20837044715881
accuracy: 97.40 percent epoch: 20accuracy: 79.30 percent epoch: 20 time: 125.16674280166626
accuracy: 98.80 percent epoch: 21accuracy: 78.80 percent epoch: 21 time: 125.86093235015869
accuracy: 98.60 percent epoch: 22accuracy: 79.00 percent epoch: 22 time: 126.82898950576782
accuracy: 98.60 percent epoch: 23accuracy: 81.90 percent epoch: 23 time: 126.31359553337097
accuracy: 99.20 percent epoch: 24accuracy: 78.90 percent epoch: 24 time: 125.3858790397644
accuracy: 99.30 percent epoch: 25accuracy: 79.90 percent epoch: 25 time: 125.99448537826538
accuracy: 99.60 percent epoch: 26accuracy: 79.70 percent epoch: 26 time: 125.30864310264587
accuracy: 99.90 percent epoch: 27accuracy: 80.40 percent epoch: 27 time: 124.8036675453186
accuracy: 99.80 percent epoch: 28accuracy: 80.30 percent epoch: 28 time: 124.53301095962524
accuracy: 99.70 percent epoch: 29accuracy: 79.60 percent epoch: 29 time: 125.97126245498657
accuracy: 99.90 percent epoch: 30accuracy: 80.50 percent epoch: 30 time: 125.36872386932373
accuracy: 99.90 percent epoch: 31accuracy: 78.60 percent epoch: 31 time: 125.745192527771
accuracy: 100.00 percent epoch: 32accuracy: 78.40 percent epoch: 32 time: 125.22443222999573
accuracy: 99.70 percent epoch: 33accuracy: 79.90 percent epoch: 33 time: 126.6215512752533
accuracy: 100.00 percent epoch: 34accuracy: 79.70 percent epoch: 34 time: 126.18081212043762
accuracy: 100.00 percent epoch: 35accuracy: 79.80 percent epoch: 35 time: 125.79263639450073
accuracy: 100.00 percent epoch: 36accuracy: 79.50 percent epoch: 36 time: 126.11580610275269
accuracy: 100.00 percent epoch: 37accuracy: 79.60 percent epoch: 37 time: 124.88947653770447
accuracy: 100.00 percent epoch: 38accuracy: 79.70 percent epoch: 38 time: 125.31169939041138
accuracy: 100.00 percent epoch: 39accuracy: 80.00 percent epoch: 39 time: 125.29556369781494
accuracy: 100.00 percent epoch: 40accuracy: 79.70 percent epoch: 40 time: 125.57473611831665
accuracy: 100.00 percent epoch: 41accuracy: 79.70 percent epoch: 41 time: 124.59569668769836
accuracy: 100.00 percent epoch: 42accuracy: 79.70 percent epoch: 42 time: 125.7608118057251
accuracy: 100.00 percent epoch: 43accuracy: 79.70 percent epoch: 43 time: 125.81706213951111
accuracy: 100.00 percent epoch: 44accuracy: 79.80 percent epoch: 44 time: 125.30271601676941
accuracy: 100.00 percent epoch: 45accuracy: 79.80 percent epoch: 45 time: 125.9493579864502
accuracy: 100.00 percent epoch: 46accuracy: 79.80 percent epoch: 46 time: 124.66362738609314
accuracy: 100.00 percent epoch: 47accuracy: 79.80 percent epoch: 47 time: 124.34299159049988
accuracy: 100.00 percent epoch: 48accuracy: 79.80 percent epoch: 48 time: 124.74144077301025
accuracy: 100.00 percent epoch: 49accuracy: 79.80 percent epoch: 49 time: 125.56405353546143
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
accuracy: 29.10 percent epoch: 0accuracy: 34.50 percent epoch: 0babi: 1
accuracy: 29.30 percent epoch: 0accuracy: 33.20 percent epoch: 0 time: 100.96887516975403
accuracy: 39.60 percent epoch: 1accuracy: 35.10 percent epoch: 1 time: 97.36713218688965
accuracy: 44.70 percent epoch: 2accuracy: 39.00 percent epoch: 2 time: 103.29165244102478
accuracy: 55.40 percent epoch: 3accuracy: 64.30 percent epoch: 3 time: 104.04739165306091
accuracy: 80.10 percent epoch: 4accuracy: 85.00 percent epoch: 4 time: 102.82136559486389
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
accuracy: 2.60 percent epoch: 0accuracy: 4.16 percent epoch: 0 time: 75.19215416908264
accuracy: 4.56 percent epoch: 1accuracy: 4.53 percent epoch: 1 time: 76.60818815231323
accuracy: 5.18 percent epoch: 2accuracy: 4.75 percent epoch: 2 time: 75.68798923492432
accuracy: 5.34 percent epoch: 3accuracy: 4.77 percent epoch: 3 time: 78.0986487865448
accuracy: 5.39 percent epoch: 4accuracy: 4.63 percent epoch: 4 time: 77.69977140426636
babi: 1
accuracy: 21.90 percent epoch: 0accuracy: 24.30 percent epoch: 0 time: 83.67907977104187
accuracy: 32.80 percent epoch: 1accuracy: 37.40 percent epoch: 1 time: 83.05035614967346
accuracy: 46.50 percent epoch: 2accuracy: 43.30 percent epoch: 2 time: 93.08476710319519
babi: 1
accuracy: 25.90 percent epoch: 0accuracy: 40.40 percent epoch: 0 time: 88.99454760551453
accuracy: 45.80 percent epoch: 1accuracy: 43.80 percent epoch: 1 time: 87.18651843070984
accuracy: 51.10 percent epoch: 2accuracy: 47.20 percent epoch: 2 time: 99.49141144752502
accuracy: 52.80 percent epoch: 3accuracy: 47.60 percent epoch: 3 time: 86.88777279853821
accuracy: 54.80 percent epoch: 4accuracy: 48.10 percent epoch: 4 time: 89.31089043617249
babi: 1
babi: 1
accuracy: 28.40 percent epoch: 0accuracy: 44.30 percent epoch: 0 time: 94.72782063484192
accuracy: 47.00 percent epoch: 1accuracy: 45.60 percent epoch: 1 time: 87.66077589988708
accuracy: 51.10 percent epoch: 2accuracy: 47.40 percent epoch: 2 time: 85.40643906593323
accuracy: 52.00 percent epoch: 3accuracy: 47.00 percent epoch: 3 time: 84.27897429466248
accuracy: 54.70 percent epoch: 4accuracy: 48.90 percent epoch: 4 time: 83.0723569393158
accuracy: 56.60 percent epoch: 5accuracy: 47.30 percent epoch: 5 time: 85.99582576751709
accuracy: 58.30 percent epoch: 6accuracy: 46.30 percent epoch: 6 time: 83.16682004928589
accuracy: 60.00 percent epoch: 7accuracy: 45.90 percent epoch: 7 time: 82.7639832496643
accuracy: 60.70 percent epoch: 8accuracy: 45.20 percent epoch: 8 time: 83.38196301460266
accuracy: 62.50 percent epoch: 9accuracy: 44.70 percent epoch: 9 time: 1961.5606076717377
babi: 1
accuracy: 25.00 percent epoch: 0accuracy: 34.20 percent epoch: 0 time: 83.4138298034668
accuracy: 41.20 percent epoch: 1accuracy: 43.70 percent epoch: 1 time: 79.3769793510437
accuracy: 47.60 percent epoch: 2accuracy: 44.90 percent epoch: 2 time: 89.81206607818604
accuracy: 51.40 percent epoch: 3accuracy: 45.50 percent epoch: 3 time: 86.4174964427948
accuracy: 53.80 percent epoch: 4accuracy: 46.20 percent epoch: 4 time: 86.08014345169067
accuracy: 54.80 percent epoch: 5accuracy: 46.40 percent epoch: 5 time: 81.98612403869629
accuracy: 57.00 percent epoch: 6accuracy: 46.70 percent epoch: 6 time: 89.4312014579773
accuracy: 59.50 percent epoch: 7accuracy: 44.70 percent epoch: 7 time: 82.19908142089844
accuracy: 59.80 percent epoch: 8accuracy: 46.80 percent epoch: 8 time: 82.80269289016724
accuracy: 60.70 percent epoch: 9accuracy: 46.70 percent epoch: 9 time: 83.68809056282043
accuracy: 63.70 percent epoch: 10accuracy: 47.30 percent epoch: 10 time: 86.80946207046509
accuracy: 63.80 percent epoch: 11accuracy: 49.70 percent epoch: 11 time: 87.5679521560669
accuracy: 66.70 percent epoch: 12accuracy: 48.80 percent epoch: 12 time: 81.32199263572693
accuracy: 70.90 percent epoch: 13accuracy: 51.10 percent epoch: 13 time: 55.15679049491882
accuracy: 72.40 percent epoch: 14accuracy: 51.80 percent epoch: 14 time: 54.66637635231018
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
accuracy: 19.60 percent epoch: 0accuracy: 15.70 percent epoch: 0 time: 100.6676836013794
accuracy: 18.30 percent epoch: 1accuracy: 15.70 percent epoch: 1 time: 93.15094661712646
accuracy: 18.80 percent epoch: 2accuracy: 15.70 percent epoch: 2 time: 86.22099614143372
accuracy: 20.90 percent epoch: 3accuracy: 23.80 percent epoch: 3 time: 258.49234890937805
babi: 1
babi: 1
accuracy: 20.00 percent epoch: 0accuracy: 15.70 percent epoch: 0 time: 65.29479789733887
accuracy: 18.30 percent epoch: 1accuracy: 15.70 percent epoch: 1 time: 65.03076648712158
accuracy: 18.40 percent epoch: 2accuracy: 15.70 percent epoch: 2 time: 53.1594762802124
accuracy: 18.40 percent epoch: 3accuracy: 17.70 percent epoch: 3 time: 51.522093534469604
accuracy: 20.80 percent epoch: 4accuracy: 21.10 percent epoch: 4 time: 63.20095944404602
accuracy: 31.40 percent epoch: 5accuracy: 27.10 percent epoch: 5 time: 58.201926946640015
accuracy: 40.00 percent epoch: 6accuracy: 37.70 percent epoch: 6 time: 52.70677590370178
accuracy: 44.70 percent epoch: 7accuracy: 42.90 percent epoch: 7 time: 52.600085496902466
accuracy: 48.00 percent epoch: 8accuracy: 44.80 percent epoch: 8 time: 64.85950899124146
accuracy: 49.70 percent epoch: 9accuracy: 45.80 percent epoch: 9 time: 66.38117742538452
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
accuracy: 19.40 percent epoch: 0accuracy: 15.70 percent epoch: 0 time: 47.357449769973755
accuracy: 18.00 percent epoch: 1accuracy: 15.70 percent epoch: 1 time: 64.9813117980957
accuracy: 18.60 percent epoch: 2accuracy: 15.70 percent epoch: 2 time: 62.977930784225464
accuracy: 20.50 percent epoch: 3accuracy: 17.00 percent epoch: 3 time: 66.71140456199646
accuracy: 29.00 percent epoch: 4accuracy: 33.20 percent epoch: 4 time: 58.838446855545044
accuracy: 39.20 percent epoch: 5accuracy: 42.00 percent epoch: 5 time: 57.986183881759644
accuracy: 46.60 percent epoch: 6accuracy: 46.70 percent epoch: 6 time: 60.68377876281738
accuracy: 48.80 percent epoch: 7accuracy: 46.60 percent epoch: 7 time: 57.23538064956665
accuracy: 51.10 percent epoch: 8accuracy: 47.20 percent epoch: 8 time: 55.80278038978577
accuracy: 52.50 percent epoch: 9accuracy: 46.10 percent epoch: 9 time: 57.35043740272522
babi: 1