-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathhp_pcc_auc.txt
301 lines (301 loc) · 62.7 KB
/
hp_pcc_auc.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
architecture update activation dropout n_filters learning_rate n_hidden mini_batch_size cv0_PCC cv0_AUC cv0_epoch cv1_PCC cv1_AUC cv1_epoch cv2_PCC cv2_AUC cv2_epoch cv3_PCC cv3_AUC cv3_epoch cv4_PCC cv4_AUC cv4_epoch PCC AUC
feature_channel_9_3_aa sgd rectify 0.0 13 0.01 501 1 0.65416704087 0.823850897523 52 0.6916567823 0.835069420818 7 0.767656772997 0.857464579046 12 0.695145297388 0.848822563441 6 NA NA NA 0.711814408025 0.842727195169
1_9_3_aa sgd sigmoid 0.0 3 0.00215443469003 501 74 0.391065704644 0.699088584783 500 0.42867998707 0.701990709281 500 0.279245924853 0.635360416915 495 NA NA NA 0.204332016247 0.585496075971 496 0.320383639033 0.654564628933
9aa adam sigmoid 0.199526231497 21 2.15443469003e-05 22 74 0.666521293666 0.831168889885 500 0.698130398762 0.838303843939 479 0.762337569629 0.851114517704 499 0.706349954949 0.853508991194 498 0.666617187455 0.82519586978 486 0.708066368595 0.840987909697
9aa sgd rectify 0.0 13 1e-06 501 74 0.20271466547 0.595017017409 499 0.205438077277 0.596239070194 500 0.0188302721903 0.511659326689 497 0.116050814564 0.574193210049 498 0.132435073636 0.564315624473 498 0.0970840870696 0.553212464622
9_3_aa rmsprop tanh 0.0 21 0.215443469003 1 17 nan 0.5 244 1.25181148592e-16 0.5 184 -1.15077067067e-16 0.5 271 -5.50012070601e-17 0.5 129 -1.57652297304e-16 0.5 436 0.0913658793571 0.533772309209
9aa adam sigmoid 0.199526231497 50 0.00215443469003 22 1 8.8178890084e-17 0.5 396 1.25181148592e-16 0.5 9 nan 0.5 190 5.50012070601e-17 0.5 151 -1.57652297304e-16 0.5 144 0.0917962037042 0.533772309209
feature_channel_9_3_aa sgd sigmoid 1.25892541179 2 0.000464158883361 501 4 0.211287021068 0.588819356794 1 -0.0473324774948 0.471527011019 336 0.156515520569 0.54979049748 215 -0.0326235241098 0.475740006797 206 0.148577720337 0.570636448988 3 0.0333564477001 0.520992282019
1_9_3_aa adam tanh 0.0 3 0.01 1 316 -0.0174266349521 0.5 220 0.525905221231 0.759185527792 225 0.512192363162 0.741326826858 260 -0.0575504805432 0.499922372302 55 NA NA NA 0.386363925484 0.667877761845
1_9_3_aa rmsprop rectify 0.0 50 0.01 501 17 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1_9_3_aa sgd rectify 0.0 13 0.01 1 74 0.501361126373 0.752995359021 129 0.417295859683 0.704492219612 189 0.436665122419 0.707452916441 496 0.449805547698 0.720524739096 424 0.110650026109 0.507148417745 500 0.415454774933 0.697039462266
1_9_3_aa sgd sigmoid 0.0 13 0.01 22 316 0.240409369434 0.59773845454 475 0.411853447334 0.692363095107 499 0.329115658795 0.662449676666 498 0.399930247608 0.695538235936 499 0.209923124123 0.578807939526 495 0.323721655017 0.649218397363
9_3_aa sgd rectify 1.25892541179 13 0.0001 1 74 0.0797961696226 0.576269166711 498 0.125799718501 0.536856476009 474 -0.12445504136 0.46625693903 20 0.0439250156751 0.521486859878 24 -1.57652297304e-16 0.5 487 -0.037155622422 0.491861679801
9_3_aa sgd tanh 0.0 5 1e-06 4 1 0.477791046839 0.736849478655 499 0.304786240739 0.64363450046 500 0.586254077684 0.752523658844 500 0.448891647249 0.722521313822 500 0.346737516625 0.667096667072 500 0.457545953304 0.709505137461
9aa rmsprop tanh 0.0 3 0.00215443469003 105 316 0.615857103616 0.809234228516 372 0.640188196427 0.808549933483 241 0.717171131587 0.829643560369 310 0.658554098579 0.830453625366 392 0.600749913288 0.799472484188 362 0.656277304996 0.817026425182
9aa adam rectify 0.501187233627 13 0.215443469003 501 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa adam tanh 0.199526231497 21 4.64158883361e-06 4 17 0.589670929118 0.804002272998 496 0.602731381926 0.803359362549 494 0.674127634971 0.821616381379 475 0.619833354955 0.819408002609 500 0.565897050243 0.779191016252 487 0.616956999954 0.804901370101
feature_channel_9_3_aa rmsprop rectify 1.25892541179 50 0.0464158883361 22 316 0.121852703207 0.55678473528 480 -0.0526883741018 0.485321885358 354 -0.0387519223811 0.474255290754 413 -0.0220800018769 0.468054482534 237 0.0371448341372 0.516437238164 28 0.0134207436667 0.506974874516
1_9_3_aa sgd tanh 0.0 3 1.0 105 17 0.504053579638 0.747246622303 5 0.5345441448 0.748388231984 7 0.620106000454 0.773456629159 7 0.539048792868 0.769175539941 8 NA NA NA 0.562860952992 0.761670086829
feature_channel_9_3_aa sgd sigmoid 0.0 50 1.0 1 17 nan 0.5 184 1.25181148592e-16 0.5 275 nan 0.5 494 -0.0406885427405 0.5 230 0.0136466084049 0.5 333 0.0916796917295 0.533772309209
1_9_3_aa rmsprop rectify 1.25892541179 1 0.00215443469003 1 1 0.150878230466 0.5837255581 466 NA NA NA 0.0898142829785 0.517412795326 165 -0.0277353633546 0.482463281536 343 0.00925962709924 0.502055393745 465 0.0752149186163 0.527045155665
9_3_aa adam sigmoid 0.0 32 2.15443469003e-05 22 17 0.689028958075 0.842496578777 173 0.711649887867 0.849033523867 176 0.773559938916 0.859988896381 164 0.717303311045 0.860240674427 134 0.698577823845 0.846965042737 223 0.725561715703 0.85273647292
9aa rmsprop tanh 0.501187233627 21 2.15443469003e-05 105 17 0.631316698403 0.816707331935 495 0.649667535254 0.816692165641 497 0.70392031085 0.823849704294 495 0.662040432246 0.833555132502 491 0.607153303943 0.797558876048 494 0.658516578696 0.818302023618
feature_channel_9_3_aa rmsprop rectify 0.0 21 0.215443469003 22 316 nan 0.5 436 nan 0.5 54 nan 0.5 498 nan 0.5 393 nan 0.5 282 0.0212221081609 0.505770314021
9_3_aa adam rectify 1.25892541179 2 0.215443469003 22 17 0.140563051822 0.583728565458 45 -0.126959459972 0.416912180606 193 0.0754115292556 0.534304197601 20 0.0784164658242 0.543244481302 163 0.189180190284 0.564199554215 156 0.0662386772152 0.528928323031
9_3_aa adam tanh 0.501187233627 8 0.00215443469003 4 17 0.45350407306 0.706972687092 389 0.44868140571 0.698663015056 365 0.52693685794 0.738696346166 212 -5.50012070601e-17 0.5 338 0.449908882456 0.713461867145 441 0.428399880496 0.709550144017
feature_channel_9_3_aa sgd tanh 0.501187233627 50 2.15443469003e-05 501 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa rmsprop tanh 0.0 3 0.00215443469003 105 74 0.596597044626 0.800307945404 430 0.618410311809 0.799508760427 325 0.701929250583 0.817395308736 447 0.626447967001 0.816144662141 396 0.607942147056 0.80038557412 490 0.640172901026 0.806889869755
feature_channel_9_3_aa adam tanh 0.0 1 0.215443469003 1 74 8.8178890084e-17 0.5 91 nan 0.5 21 8.63078003002e-17 0.5 192 5.50012070601e-17 0.5 134 nan 0.5 381 0.0915930907522 0.534295894151
9aa adam rectify 0.501187233627 5 4.64158883361e-06 105 1 0.593663854751 0.799380488252 494 0.60325862806 0.79176499069 491 0.667135281617 0.811550851297 476 NA NA NA 0.558486541282 0.772869079617 492 0.613256997915 0.795733179441
9_3_aa adam sigmoid 0.0 21 0.0001 4 4 0.628606407452 0.814635161233 19 0.662065775664 0.823602695038 27 0.735411526532 0.834643934977 26 0.653708071915 0.831391997182 31 0.61076893811 0.799402537664 83 0.666802616934 0.821530839083
1_9_3_aa rmsprop tanh 0.0 5 1.0 22 4 nan 0.5 400 0.000737423441689 0.5 488 nan 0.5 276 -0.0230837608667 0.5 96 -0.0779262219731 0.5 202 0.040666020102 0.513202598278
feature_channel_9_3_aa rmsprop sigmoid 0.0 2 1.0 22 17 -8.8178890084e-17 0.5 103 nan 0.5 398 0.0795413852539 0.5 272 -5.50012070601e-17 0.5 357 nan 0.5 34 -0.0246487619922 0.5
9_3_aa rmsprop rectify 0.501187233627 21 0.000464158883361 22 74 0.618980501598 0.81149539856 417 0.615027131591 0.79993522182 229 0.58961138767 0.793306894194 295 0.647903470255 0.826288121908 364 0.598796196227 0.796041182797 484 0.613756128856 0.80739788849
feature_channel_9_3_aa sgd rectify 0.0 1 0.215443469003 1 1 8.8178890084e-17 0.5 341 -1.25181148592e-16 0.5 386 -8.63078003002e-17 0.5 10 5.50012070601e-17 0.5 442 1.57652297304e-16 0.5 339 0.0917991707011 0.533772309209
feature_channel_9_3_aa rmsprop sigmoid 0.0 1 1.0 105 316 0.191888029805 0.5 149 nan 0.5 105 0.0248193211498 0.5 423 nan 0.5 331 0.0215199243658 0.5 159 -0.0389208694509 0.487261055022
9aa adam rectify 0.199526231497 13 0.01 1 17 -8.8178890084e-17 0.5 118 -1.25181148592e-16 0.5 102 -8.63078003002e-17 0.5 391 -5.50012070601e-17 0.5 459 1.57652297304e-16 0.5 267 0.0885060832482 0.534295894151
9_3_aa sgd tanh 0.501187233627 13 0.0001 105 4 0.544874108279 0.776666699095 498 0.547817207679 0.769479673754 482 0.544291761941 0.754714633481 500 0.54743046325 0.776945652042 485 0.485011712751 0.735690970206 481 0.537322201922 0.76451249709
feature_channel_9_3_aa rmsprop sigmoid 0.0 8 0.000464158883361 105 74 0.684593308686 0.841508913911 124 0.704530421031 0.842146759574 128 0.780521023315 0.866769376605 114 0.715278466887 0.858503153728 83 NA NA NA 0.731210775819 0.853935314872
9aa rmsprop rectify 0.0 32 0.000464158883361 105 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa adam tanh 0.199526231497 32 0.0001 105 316 0.696831345352 0.846753807124 323 0.732236727703 0.858430997075 484 0.789509497549 0.873056544755 473 0.729376035931 0.867333963125 474 0.715158610937 0.854594833049 472 0.739960379738 0.86115285346
feature_channel_9_3_aa sgd sigmoid 0.501187233627 13 0.0464158883361 1 316 0.0636598265676 0.501869648341 424 0.420074809496 0.72455588993 497 -0.124564283634 0.447818054004 1 0.496078223486 0.745412030076 462 0.422723105481 0.716762679734 428 0.32394661586 0.635751646262
1_9_3_aa adam tanh 0.0 1 0.0464158883361 4 74 0.453961337857 0.733582882166 2 0.494458072832 0.732227633509 500 NA NA NA 0.457010938794 0.711203199541 474 0.464126135426 0.715241806209 464 0.466201689046 0.72485615638
1_9_3_aa adam sigmoid 0.199526231497 2 0.0001 1 316 0.447547146684 0.733333150335 487 0.377871367869 0.692603820743 491 0.392401181811 0.66024715649 473 0.340691070857 0.643288358352 471 0.258671370048 0.614872952918 461 0.365335028924 0.673840426153
1_9_3_aa adam sigmoid 0.0 13 0.00215443469003 1 316 0.529533097638 0.766868806886 232 0.559993166131 0.77212929386 465 NA NA NA 0.545147966359 0.769375191379 97 0.446853177539 0.700241525252 194 0.519430626827 0.752309212769
9aa sgd rectify 0.501187233627 1 2.15443469003e-05 4 17 0.220255466045 0.610883132729 479 0.157199106713 0.56917326268 486 8.63078003002e-17 0.5 140 -5.50012070601e-17 0.5 496 NA NA NA 0.131343023021 0.55751742665
feature_channel_9_3_aa rmsprop rectify 0.501187233627 50 0.00215443469003 1 4 8.8178890084e-17 0.5 156 1.25181148592e-16 0.5 283 NA NA NA 0.512520192072 0.750113665536 374 1.57652297304e-16 0.5 63 0.257313606142 0.600960300781
9_3_aa adam sigmoid 0.199526231497 50 1.0 501 17 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa rmsprop tanh 1.25892541179 1 1e-06 501 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa rmsprop rectify 0.0 8 0.0001 501 17 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1_9_3_aa sgd rectify 0.199526231497 5 0.01 105 316 0.43888982496 0.719595699647 499 0.306095667243 0.64761985551 493 0.529774636057 0.751520996785 493 0.378291293301 0.678154539989 497 0.34282122943 0.653608987026 472 0.408303041325 0.694409201016
1_9_3_aa rmsprop rectify 0.199526231497 32 0.215443469003 501 316 nan 0.5 500 NA NA NA nan 0.5 71 nan 0.5 86 NA NA NA nan 0.5
1_9_3_aa adam tanh 0.199526231497 13 0.215443469003 22 74 nan 0.5 171 nan 0.5 302 0.363462994366 0.658057162273 464 0.133009423174 0.555565238064 183 nan 0.5 144 0.211121442126 0.578211636481
feature_channel_9_3_aa sgd sigmoid 0.501187233627 8 0.01 22 74 0.528303201646 0.7705248058 499 NA NA NA 0.46497705629 0.707430791149 500 0.532660563653 0.754975062379 488 0.481250260897 0.72333624826 490 0.500158910334 0.737749377653
9aa sgd sigmoid 0.501187233627 50 0.000464158883361 4 1 0.591738218432 0.800847211148 492 NA NA NA 0.64151320234 0.802312224751 499 0.585899683967 0.795227809633 491 0.522507351332 0.763777221587 488 0.584799775748 0.79050017286
9aa sgd tanh 0.0 3 4.64158883361e-06 501 1 0.584250726328 0.791903065539 500 0.614446459496 0.793225095506 500 0.693550619409 0.813306124492 497 0.632544779926 0.81225607573 499 0.572264838086 0.777504475797 497 0.629025625725 0.799272018152
9_3_aa rmsprop tanh 1.25892541179 1 0.01 1 74 -0.151738017178 0.420105614382 348 0.0160606588456 0.505325349065 461 -0.0535909563233 0.475007697026 15 -0.0181132762443 0.453062640986 296 -0.0355509650423 0.489242751316 469 -0.0575331689987 0.464095659147
1_9_3_aa rmsprop tanh 0.199526231497 50 1.0 4 1 8.8178890084e-17 0.5 37 nan 0.5 48 -8.63078003002e-17 0.5 211 1.0 0.5 275 -0.0359112482028 0.496869380865 119 -0.00486621523498 0.48793391876
9aa adam rectify 0.501187233627 32 0.00215443469003 4 1 8.8178890084e-17 0.5 430 -1.25181148592e-16 0.5 138 NA NA NA -5.50012070601e-17 0.5 409 NA NA NA 0.0167920144032 0.506880880161
1_9_3_aa adam rectify 0.501187233627 50 1e-06 105 1 0.327215304767 0.673452713208 195 0.319271906789 0.664635443302 94 0.303229063541 0.647608551484 284 0.425004098049 0.698068206885 495 0.389380938713 0.679627513782 286 0.295921142765 0.637053701429
1_9_3_aa sgd tanh 0.0 32 0.000464158883361 4 1 0.585909408917 0.792933701316 461 0.605627138133 0.791280767241 336 0.694123476869 0.8155878538 491 0.621012397092 0.809994110433 386 0.537586995383 0.765887128747 497 0.620488880915 0.796986671597
9aa adam rectify 0.0 3 0.0001 105 17 0.663044299612 0.831793007533 44 0.698791419678 0.84002234071 104 0.773438661384 0.860707617188 90 0.696794566492 0.849551326392 55 0.685275041949 0.839154074341 98 0.712438774708 0.845643310758
1_9_3_aa adam tanh 0.0 32 1.0 105 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa sgd rectify 0.199526231497 3 1.0 105 17 0.0370313194582 0.5 390 -0.0489547518516 0.5 373 -0.0290257070406 0.5 446 nan 0.5 68 -0.0976152520197 0.5 288 -0.0246485197668 0.492567715743
feature_channel_9_3_aa rmsprop rectify 1.25892541179 21 4.64158883361e-06 4 4 -0.0381173299194 0.476136128451 417 NA NA NA -0.123211256187 0.461049651966 338 -0.0148967329127 0.491433132821 7 0.0456515434476 0.530257988537 209 -0.0176397427725 0.497871856731
9_3_aa sgd rectify 0.0 5 0.0464158883361 22 1 0.517733359958 0.744538768742 16 0.550161778995 0.748150278523 17 0.483195378698 0.71383966304 18 NA NA NA -0.0497020258218 0.490556985053 2 0.292818704593 0.627489279236
feature_channel_9_3_aa rmsprop rectify 0.0 2 0.000464158883361 105 17 0.665431547643 0.832943816535 22 0.69140047421 0.838716948486 37 NA NA NA 0.698542114124 0.848737211194 59 0.68031988513 0.836738060899 69 0.683871950304 0.839302480826
9_3_aa adam rectify 0.0 1 2.15443469003e-05 4 1 -0.0121779251298 0.499924573842 14 NA NA NA 0.685709061329 0.816712395198 402 0.637077949422 0.820585392901 326 0.560518219616 0.766022748912 418 0.563603642778 0.759076075751
9aa adam sigmoid 0.0 21 0.00215443469003 501 17 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa adam sigmoid 1.25892541179 1 0.215443469003 1 4 -0.0764128157215 0.489593430606 434 NA NA NA -0.0322751103839 0.480786246848 217 -0.0793434446544 0.4984227637 311 0.0536219143463 0.511503247392 363 0.023267258479 0.512737780477
1_9_3_aa sgd tanh 0.501187233627 2 0.00215443469003 501 17 0.471069275768 0.736373730738 457 NA NA NA 0.376638075304 0.673130573759 495 0.461846608264 0.720991189226 398 0.381930025506 0.678246318686 390 0.421331067911 0.70320580823
feature_channel_9_3_aa adam sigmoid 0.0 21 0.215443469003 105 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1_9_3_aa adam sigmoid 1.25892541179 5 0.00215443469003 501 17 -0.0388119981856 0.471228079538 336 NA NA NA 0.206589830983 0.576425252217 260 -0.141324832542 0.42707438045 233 NA NA NA -0.0232967578134 0.493797056667
1_9_3_aa sgd tanh 1.25892541179 21 2.15443469003e-05 1 1 -0.0982312647515 0.440116979371 1 0.0809254529676 0.552005784875 449 0.110338373361 0.537868286613 6 0.0769041766741 0.541869330478 476 0.0741051141775 0.535543448401 403 0.0503134212894 0.537127322329
9_3_aa adam tanh 0.0 21 0.00215443469003 22 4 NA NA NA 0.00942744687423 0.5 153 8.63078003002e-17 0.5 410 5.50012070601e-17 0.5 152 0.00271324848118 0.5 341 0.0900833105774 0.531569540925
9aa sgd tanh 0.199526231497 50 0.0001 1 316 0.333610446467 0.676140746462 498 NA NA NA 0.204673585289 0.666502292719 499 -0.0892037926149 0.436308214185 482 0.0698626718909 0.488840670987 491 0.147111815047 0.558239933636
feature_channel_9_3_aa sgd rectify 0.199526231497 1 2.15443469003e-05 1 17 nan 0.5 494 -1.25181148592e-16 0.5 491 0.173839420886 0.535830037952 482 -5.50012070601e-17 0.5 484 -1.57652297304e-16 0.5 477 0.0681902502346 0.521926648715
1_9_3_aa adam rectify 0.0 8 0.01 22 1 -8.8178890084e-17 0.5 195 -1.25181148592e-16 0.5 75 1.15077067067e-16 0.5 402 -5.50012070601e-17 0.5 175 nan 0.5 305 0.0917993235893 0.533772309209
feature_channel_9_3_aa rmsprop tanh 0.0 21 0.215443469003 4 17 8.8178890084e-17 0.5 487 1.25181148592e-16 0.5 33 8.63078003002e-17 0.5 418 5.50012070601e-17 0.5 183 0.128787074434 0.540400644327 311 0.107051587925 0.543475845444
feature_channel_9_3_aa rmsprop rectify 0.199526231497 2 0.0001 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa rmsprop rectify 0.0 13 0.0001 501 17 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa adam sigmoid 1.25892541179 1 0.00215443469003 501 74 0.144529967925 0.584873965252 361 NA NA NA -0.0320722723614 0.495859468103 20 -0.177154081748 0.40744853348 345 0.0571451099346 0.532728690991 22 -0.0775754411181 0.469209707642
feature_channel_9_3_aa sgd rectify 0.0 32 1e-06 4 316 0.0819482498427 0.544339177041 498 0.0927797426925 0.553381262735 500 -0.137246934789 0.44173713982 498 0.0279967827289 0.509658804644 493 0.0950476290678 0.543763130826 500 0.0404767564637 0.521339430549
9aa sgd rectify 1.25892541179 1 0.00215443469003 105 74 -0.0413061087558 0.452130991803 1 NA NA NA 0.00150980674381 0.518266053129 208 NA NA NA 0.165943431062 0.581317078424 469 0.0661676835042 0.535813855887
9aa sgd tanh 0.0 21 0.0001 4 4 0.616140745949 0.810505190559 196 NA NA NA 0.732695497253 0.836410680546 488 0.653134943866 0.824536680928 394 0.640085325807 0.816972402243 388 0.672320455823 0.823729475246
feature_channel_9_3_aa adam sigmoid 0.0 5 0.215443469003 105 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
feature_channel_9_3_aa adam sigmoid 0.199526231497 5 0.215443469003 22 316 nan 0.5 396 NA NA NA 8.63078003002e-17 0.5 429 NA NA NA nan 0.5 88 0.104141838971 0.541442942662
feature_channel_9_3_aa sgd sigmoid 0.501187233627 8 0.01 1 316 -0.0456937892657 0.498973441314 81 0.0702537217063 0.563046502891 481 0.0846322485831 0.52707808004 3 0.135293414323 0.578999328085 445 0.0426810879126 0.539253287194 414 0.0847079929398 0.528329509573
9_3_aa sgd tanh 0.501187233627 13 0.00215443469003 4 17 0.566014359651 0.79594321914 494 NA NA NA 0.621549088498 0.807493289247 498 NA NA NA 0.512123555387 0.757723305987 491 0.576394666124 0.786795018778
9aa rmsprop sigmoid 1.25892541179 5 0.215443469003 105 17 -0.211840053798 0.375766921748 389 0.0920280722953 0.569094709308 152 0.1873372812 0.565190300927 487 -0.0670559367236 0.44776796532 478 0.0935671569501 0.533303364613 17 -0.0174488378814 0.485324054635
9_3_aa rmsprop rectify 0.199526231497 3 4.64158883361e-06 105 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
feature_channel_9_3_aa sgd rectify 1.25892541179 2 0.000464158883361 4 74 -0.0844436597809 0.452413118331 476 0.155487204441 0.580979378341 373 -0.128323878941 0.440074172409 1 -0.0597143264983 0.445269375352 305 -0.0618048425681 0.50939659855 1 -0.0608273279861 0.474234390194
1_9_3_aa adam tanh 0.501187233627 1 1.0 1 4 nan 0.5 26 NA NA NA 0.0256559035418 0.501597089061 31 -0.0411359490161 0.494789027068 159 0.113931896788 0.519174673934 204 0.0442897061742 0.495678244446
9_3_aa adam tanh 1.25892541179 5 0.0001 22 1 -0.0792243781262 0.446362495329 182 NA NA NA -0.16679981063 0.406712553235 1 0.16712302759 0.579273609934 47 -0.00390503027814 0.507070471758 28 -0.0754505911171 0.467148140012
9aa adam tanh 0.0 2 0.0001 4 316 0.594444732528 0.798552374838 472 0.618420061931 0.795710023188 431 0.716021472853 0.828784595646 434 0.650914370592 0.822468271917 455 0.584929396253 0.78594621161 462 0.643753942132 0.807988767102
1_9_3_aa adam sigmoid 0.0 5 2.15443469003e-05 105 4 0.594111496672 0.7967360516 500 NA NA NA NA NA NA 0.608067720571 0.803126905615 499 0.589405829754 0.790906912785 482 0.597223266399 0.797066700174
9aa adam sigmoid 1.25892541179 2 0.215443469003 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa rmsprop sigmoid 0.501187233627 8 0.01 4 74 0.234319784791 0.585414886052 12 0.433261938939 0.695455633247 134 0.423451021782 0.66451066521 344 0.381717026701 0.657088285846 485 -0.0830249840218 0.5 10 0.334381496502 0.665596356652
1_9_3_aa rmsprop sigmoid 0.0 2 1.0 22 1 NA NA NA nan 0.5 26 nan 0.5 344 -0.0130055088972 0.5 94 -0.0641337469907 0.5 429 0.0883660533565 0.528305372112
1_9_3_aa sgd sigmoid 0.0 1 0.000464158883361 1 1 0.533750213237 0.770082784699 483 NA NA NA 0.508698703234 0.743979023116 489 0.509216495689 0.752077008607 500 0.444694485195 0.711836161631 193 0.505924666439 0.748704048802
feature_channel_9_3_aa adam tanh 1.25892541179 1 0.0464158883361 1 4 -0.0492477892385 0.485217986844 100 NA NA NA NA NA NA 0.125034456487 0.568301470975 422 0.0108359744027 0.498951797187 417 0.0595095450067 0.524553606049
1_9_3_aa sgd sigmoid 0.501187233627 50 2.15443469003e-05 4 1 0.186058920826 0.592528438608 500 0.0226285093076 0.519648852062 496 NA NA NA 0.172740135943 0.586863321623 468 0.199715178598 0.599889295236 293 -0.0262128993891 0.506438773473
feature_channel_9_3_aa adam sigmoid 1.25892541179 2 1.0 105 74 0.0175517830618 0.529284745674 167 NA NA NA 0.0213026286346 0.499792897313 438 0.0189348102773 0.479555893934 116 -0.0775385906245 0.446261402161 465 -0.0478543311074 0.477856058972
1_9_3_aa adam tanh 1.25892541179 5 2.15443469003e-05 1 74 -0.00273241329707 0.514889753277 12 0.0486655052837 0.522303184867 26 -0.08966491749 0.465107448146 5 -0.0273253127017 0.473772700871 19 -0.00107199110181 0.52874304632 240 0.00667948848271 0.502228270464
9_3_aa adam sigmoid 0.501187233627 1 0.0464158883361 22 17 8.8178890084e-17 0.5 464 -1.25181148592e-16 0.5 78 8.63078003002e-17 0.5 227 5.50012070601e-17 0.5 93 1.57652297304e-16 0.5 461 0.0914171561399 0.533772309209
9_3_aa rmsprop rectify 1.25892541179 13 0.0464158883361 22 74 0.110919889936 0.582353355059 54 -0.0984693366648 0.468705213615 182 NA NA NA -0.137472023196 0.429563133687 68 0.0885495796925 0.574990439666 123 -0.0214025627309 0.500534777317
1_9_3_aa adam tanh 0.0 3 0.0464158883361 4 1 NA NA NA 1.25181148592e-16 0.5 258 8.63078003002e-17 0.5 36 -0.0364771114723 0.5 31 -1.57652297304e-16 0.5 174 0.090086431514 0.531569540925
9aa rmsprop tanh 0.501187233627 2 0.01 105 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa rmsprop tanh 0.501187233627 50 1.0 4 4 nan 0.5 484 NA NA NA -8.63078003002e-17 0.5 177 5.50012070601e-17 0.5 47 1.57652297304e-16 0.5 2 -0.00976174771105 0.497880250633
1_9_3_aa rmsprop tanh 0.501187233627 3 1.0 1 74 0.211520180869 0.600187978051 372 NA NA NA -8.63078003002e-17 0.5 358 nan 0.5 233 0.149604504307 0.557957787809 92 0.152987826632 0.568629462158
9aa adam rectify 1.25892541179 2 2.15443469003e-05 105 316 -0.040283373981 0.459497969791 2 -0.0756426404123 0.469629104092 1 0.21806400026 0.609176728407 1 -0.0783800599223 0.441989579985 272 -0.00785575695365 0.49357065594 495 0.0315421301066 0.509115848482
9_3_aa sgd sigmoid 0.199526231497 5 0.215443469003 105 74 0.673235107133 0.834950410682 491 0.697674788387 0.837989529644 495 0.766118188308 0.85659905868 496 0.711529227827 0.85437196819 471 0.68700200888 0.838051806864 488 0.714729304888 0.845671978036
9_3_aa adam rectify 0.501187233627 21 0.01 22 1 -1.0 0.5 415 -1.0 0.5 168 8.63078003002e-17 0.5 306 -5.50012070601e-17 0.5 203 nan 0.5 150 0.0292832088673 0.521636108243
9_3_aa rmsprop rectify 0.199526231497 32 0.00215443469003 501 74 nan 0.5 134 NA NA NA -0.0266020906115 0.5 61 -0.0252201382659 0.5 71 0.0242930718386 0.5 416 -0.0539087389988 0.48221172475
feature_channel_9_3_aa adam tanh 1.25892541179 21 0.000464158883361 4 17 -0.0374642105712 0.481202194863 220 -0.00414379678057 0.495678279259 178 0.121909494507 0.562110334385 437 -0.102010807754 0.446355519406 15 0.017841386489 0.513256710184 50 -0.0092435944567 0.492381415687
1_9_3_aa rmsprop sigmoid 0.501187233627 8 0.01 105 1 0.313873846037 0.669622650824 499 NA NA NA 0.269162577212 0.620689665264 286 0.421466573878 0.704420220472 370 0.380353126124 0.661911785824 483 0.345010627454 0.667847757299
9aa adam tanh 0.0 32 1e-06 4 4 0.62255826527 0.81079526943 354 0.654586452681 0.819157184062 498 NA NA NA 0.640509252312 0.821773183173 497 0.618251079016 0.801000771851 459 0.633938713331 0.813565123991
1_9_3_aa rmsprop rectify 0.0 50 2.15443469003e-05 105 17 0.454498630439 0.719080593687 44 0.554194686304 0.763341497642 27 0.672505001557 0.79824820949 59 0.438766405303 0.714536000604 46 0.576993899095 0.78623836761 42 0.561014696112 0.760436101479
feature_channel_9_3_aa adam rectify 0.199526231497 21 0.000464158883361 4 4 0.580079857215 0.802708644758 33 -1.25181148592e-16 0.5 145 0.599084255083 0.801124058504 186 NA NA NA 0.566050262901 0.782495243246 52 0.520000854168 0.761040710128
feature_channel_9_3_aa sgd rectify 0.0 13 0.0464158883361 22 17 0.659670881292 0.827770837531 27 0.685626373387 0.833685702036 20 0.76205557229 0.857191641907 28 0.685595805089 0.842462121244 21 0.674514785852 0.834998860564 342 0.70251902123 0.840617221306
1_9_3_aa rmsprop sigmoid 0.0 32 0.000464158883361 1 4 0.542706623784 0.773617803044 119 0.564827304036 0.776326518721 232 0.567333548993 0.763206502143 305 0.543641851344 0.776799489085 194 0.455029928321 0.709610769541 134 0.542076771955 0.762687881533
9aa rmsprop tanh 0.501187233627 21 4.64158883361e-06 501 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
feature_channel_9_3_aa rmsprop rectify 1.25892541179 2 0.0464158883361 501 74 0.117384787634 0.591622396269 398 -0.0361765265937 0.473242206382 474 -0.241158010687 0.411685754121 256 0.0571438528303 0.518119097182 139 -0.0680439955777 0.521511024431 165 0.0116844604291 0.496767676996
9_3_aa sgd rectify 0.199526231497 32 0.0464158883361 105 17 0.715161585136 0.85669155158 326 NA NA NA 0.79191017451 0.874565761871 207 0.73765967052 0.868274628167 177 0.717042721584 0.856585977449 233 0.74838803491 0.865267345756
9_3_aa rmsprop tanh 0.0 3 0.215443469003 22 74 -0.0107506880108 0.5 313 -1.25181148592e-16 0.5 362 -0.0834883846179 0.488416472924 246 -0.09456605584 0.5 385 1.57652297304e-16 0.5 11 -0.0385989476167 0.477622636836
9aa adam tanh 0.501187233627 50 4.64158883361e-06 105 316 0.586265774391 0.79558580774 500 0.584613039336 0.788474544423 491 0.656188173928 0.802496733885 498 NA NA NA 0.537584370925 0.761002773667 497 0.602728550588 0.789173088722
1_9_3_aa rmsprop tanh 0.199526231497 21 0.000464158883361 4 4 0.551108917621 0.781841958847 289 0.46644013121 0.731359766178 216 NA NA NA 0.538520046912 0.781053040336 325 0.513232094947 0.753043620097 212 0.518932092929 0.761863143396
1_9_3_aa adam rectify 0.199526231497 8 0.00215443469003 4 1 0.208764663773 0.585850004358 3 0.248868518144 0.634268806464 1 nan 0.5 395 0.308712659911 0.647508014119 2 0.122130333906 0.558993932895 11 0.209586195018 0.5955689046
9_3_aa rmsprop tanh 0.0 1 4.64158883361e-06 4 74 NA NA NA 0.519221904346 0.747208167293 498 0.679949095575 0.805293183537 485 0.57326765331 0.781367996766 488 0.510775423566 0.741700205879 496 0.587052115889 0.772775532974
1_9_3_aa rmsprop sigmoid 0.0 32 1.0 4 316 8.8178890084e-17 0.5 95 nan 0.5 230 8.63078003002e-17 0.5 307 -5.50012070601e-17 0.5 332 1.57652297304e-16 0.5 164 0.0913078185454 0.533772309209
9aa adam sigmoid 0.0 21 4.64158883361e-06 4 17 0.630131934183 0.816552886937 481 0.634542880096 0.81106132284 493 0.691594943423 0.826493223105 495 0.657043905358 0.831680219429 494 0.584226920388 0.78151109467 498 0.646204816998 0.814474670238
9aa rmsprop sigmoid 0.0 21 1e-06 1 17 -0.0138932073162 0.480049246398 500 NA NA NA -0.0650115492109 0.422773203461 142 -0.0510784763098 0.470042387257 499 0.363714420481 0.659596233931 500 0.186224249906 0.567380037163
9aa rmsprop sigmoid 1.25892541179 8 4.64158883361e-06 4 1 -0.059840198843 0.493344272313 1 0.140635704407 0.572338129398 1 0.172321081318 0.553233424176 388 -0.0773674698629 0.501509123477 1 0.0324377808765 0.500617929255 208 0.0963726498258 0.536437829023
feature_channel_9_3_aa sgd sigmoid 0.0 13 2.15443469003e-05 105 1 0.594018215273 0.796520046585 500 NA NA NA NA NA NA 0.607848780483 0.799133555004 500 0.54430219886 0.757368890752 496 0.581798305392 0.784429925802
feature_channel_9_3_aa rmsprop tanh 0.0 1 0.000464158883361 105 74 0.617917392535 0.808417720678 56 0.620144188557 0.79919676468 207 0.72673089304 0.833377554652 154 0.648822052069 0.826134576374 64 0.628647570315 0.812379890989 261 0.659269238822 0.817621058156
9_3_aa rmsprop sigmoid 1.25892541179 50 1e-06 1 316 -0.132902310456 0.45757735783 499 -0.10598531808 0.435745383043 493 0.0489396550926 0.517105148403 476 -0.000481629551661 0.473908986865 495 0.00151201794837 0.508910582392 491 -0.0238281945982 0.485055093404
9_3_aa sgd sigmoid 1.25892541179 3 0.01 501 316 -0.0736035017837 0.466075062126 350 NA NA NA 0.24206037687 0.583132157064 1 0.0744833688148 0.527577646908 372 0.0409509061857 0.52880429099 85 -0.0155535018243 0.492609708845
9aa sgd tanh 0.199526231497 50 0.00215443469003 4 74 0.597146883415 0.803945072641 495 0.604398851195 0.798688524111 488 0.695188379401 0.821660866094 490 0.601400421337 0.808984467581 498 0.555144733665 0.773089142895 496 0.621153716345 0.802281542207
feature_channel_9_3_aa rmsprop rectify 0.0 1 0.0464158883361 22 17 -1.0 0.5 235 1.0 0.5 294 NA NA NA nan 0.5 36 -0.0171080589185 0.5 59 -0.00108669467417 0.499185524232
feature_channel_9_3_aa sgd sigmoid 0.0 8 1.0 4 1 0.0393676067005 0.507167018945 348 -0.0869364162312 0.5 305 -0.0604281732388 0.5 6 -0.108204639063 0.5 62 -0.0229297886231 0.5 111 0.0917922552362 0.534047922267
9_3_aa sgd tanh 0.501187233627 1 1e-06 4 316 -0.00594052596134 0.526714584714 500 -0.13737720409 0.424030547559 500 0.0313991098707 0.529309778677 3 NA NA NA 0.0185820568346 0.511220710259 22 -0.0422112118131 0.488852242654
feature_channel_9_3_aa adam tanh 0.0 50 0.00215443469003 22 4 NA NA NA nan 0.5 465 NA NA NA 0.00669498143469 0.5 13 0.00509217407068 0.5 38 0.0212920091749 0.506450690385
feature_channel_9_3_aa adam sigmoid 0.199526231497 13 1e-06 1 316 NA NA NA -0.0421154766633 0.5 500 0.0622375929652 0.5 489 0.0987918701297 0.5 499 0.103488933692 0.5 494 0.0804336567284 0.531569540925
1_9_3_aa adam sigmoid 0.0 13 0.0464158883361 22 4 NA NA NA 1.25181148592e-16 0.5 240 NA NA NA 5.50012070601e-17 0.5 116 1.57652297304e-16 0.5 85 0.0212694751546 0.506450690385
1_9_3_aa rmsprop tanh 0.0 5 0.01 1 316 0.500776928504 0.748239030318 309 NA NA NA 0.564552075979 0.767071477572 233 0.521315576317 0.759898456776 478 0.45310901158 0.704344957138 488 0.518203524183 0.749870631116
feature_channel_9_3_aa sgd rectify 1.25892541179 8 0.01 22 74 NA NA NA 0.0894639414308 0.553533001539 1 -0.304803844179 0.431357304741 290 0.0587282752044 0.524971677658 95 0.055782456358 0.557876934699 438 0.0581033755954 0.521628026763
1_9_3_aa sgd sigmoid 1.25892541179 21 0.000464158883361 22 74 -0.0629371213213 0.473182236661 1 NA NA NA NA NA NA -0.00409569720851 0.487760411355 498 -0.0851495821562 0.454716815105 413 0.0281812443722 0.505248718076
1_9_3_aa adam tanh 1.25892541179 21 0.01 501 316 0.111350185459 0.563340977944 151 -0.0666244337732 0.467972804858 362 0.0105447908124 0.510460288027 262 0.0488183791597 0.52319090753 323 0.078708471703 0.531875050728 411 -0.0120566921272 0.495300890925
feature_channel_9_3_aa sgd sigmoid 0.199526231497 32 0.01 4 1 0.613254048416 0.812767450519 391 0.621497307297 0.807980100216 368 NA NA NA 0.625674401968 0.81664760272 468 0.598354259434 0.792939966566 270 0.614205270969 0.804879395246
9aa rmsprop tanh 1.25892541179 13 1e-06 501 316 -0.183270854564 0.402391810491 498 -0.120951184448 0.424237427453 495 0.0857785428309 0.544412193026 36 -0.106433315093 0.448431914474 499 0.0313745335458 0.510355129334 471 -0.0366528418051 0.480621414736
1_9_3_aa adam sigmoid 0.501187233627 50 0.000464158883361 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa sgd sigmoid 0.501187233627 2 0.215443469003 501 17 0.595486556754 0.796874793749 361 NA NA NA 0.685545342979 0.803045710386 374 0.597558530251 0.793682356634 448 0.561015508665 0.774690986595 495 0.620631453323 0.792977713757
9_3_aa rmsprop rectify 0.199526231497 21 0.01 105 17 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1_9_3_aa rmsprop sigmoid 0.501187233627 3 0.0001 22 4 0.369232323248 0.676025053998 298 0.457772557927 0.722551884288 440 0.372371060018 0.664580801802 477 0.423953132089 0.694447203691 476 0.360857915764 0.65940518334 499 0.395027051408 0.684481813338
9_3_aa adam tanh 0.0 1 4.64158883361e-06 4 74 0.578075218822 0.790365659635 493 0.59154747968 0.785388987125 500 NA NA NA 0.57658579134 0.780255661662 496 0.531268977251 0.756334189471 496 0.569161379292 0.778352643171
1_9_3_aa rmsprop sigmoid 0.0 3 0.0464158883361 4 1 0.400263249596 0.684701988768 394 NA NA NA 0.561102941914 0.756694978846 344 0.441526514794 0.718526313697 36 0.445160223323 0.717511644096 4 0.481363848473 0.724908174016
9aa adam tanh 1.25892541179 32 0.0464158883361 4 316 -0.105083316771 0.494512822709 350 -0.0122582346451 0.498194406516 171 0.0281346805084 0.503559055215 227 0.0565287693088 0.517948392688 326 0.00526765659987 0.463881624336 370 0.0402338082519 0.518192420137
1_9_3_aa adam sigmoid 0.501187233627 1 0.215443469003 22 316 0.135201340989 0.569967459577 55 1.25181148592e-16 0.5 126 NA NA NA 0.205659480716 0.568178662711 8 0.107190056553 0.56651647187 103 0.0849024891068 0.544110211402
9aa rmsprop rectify 0.0 21 0.00215443469003 4 74 nan 0.5 386 nan 0.5 129 0.613546617849 0.787783472992 15 -5.50012070601e-17 0.5 306 0.572222729967 0.779851674346 14 0.407016707192 0.663683985877
9aa adam rectify 0.0 2 2.15443469003e-05 22 17 0.62622533043 0.811508861029 451 0.668560158155 0.82119049916 491 0.74002782074 0.841218819727 266 0.658550896008 0.829951871632 430 0.634810268452 0.813877995311 352 0.675094492725 0.824859381502
feature_channel_9_3_aa rmsprop rectify 0.199526231497 2 2.15443469003e-05 105 74 0.625463517854 0.810712072581 497 0.657789404882 0.820640549951 499 NA NA NA 0.676342065712 0.834324187829 495 0.633335945833 0.811714374684 495 0.648703030151 0.819576561839
9_3_aa sgd rectify 0.501187233627 8 1e-06 105 74 0.181100558433 0.588194411618 168 -0.105777335704 0.440429578326 189 0.17017706268 0.580533064435 16 -0.0174396833501 0.502824388929 86 -0.089277508919 0.469816445491 40 0.0471598351352 0.521290179086
9aa rmsprop sigmoid 1.25892541179 2 0.0001 1 74 0.055443452156 0.478268506868 412 -0.153607263201 0.421079037545 8 NA NA NA 0.1382176932 0.557524195843 7 -0.00260396303224 0.490988721928 19 -0.00729701575277 0.495037375701
9_3_aa rmsprop rectify 0.199526231497 2 4.64158883361e-06 1 1 nan 0.5 130 -1.25181148592e-16 0.5 88 8.63078003002e-17 0.5 5 0.563120106568 0.783935765705 467 1.57652297304e-16 0.5 21 0.257155240871 0.594466096879
9aa rmsprop tanh 0.0 5 1.0 4 74 -8.8178890084e-17 0.5 320 1.25181148592e-16 0.5 362 -0.0776317574426 0.483168666723 431 5.50012070601e-17 0.5 159 1.57652297304e-16 0.5 306 -0.0667184054182 0.475462814992
feature_channel_9_3_aa rmsprop tanh 0.0 13 0.00215443469003 22 74 0.625327144123 0.809602539066 285 0.633483850484 0.807560922084 162 0.724796564003 0.832174989406 320 0.625463398305 0.819597958128 108 0.629209350417 0.811155446347 119 0.657091745653 0.815123436821
9aa sgd sigmoid 0.0 8 0.0001 501 74 NA NA NA NA NA NA 0.102927681784 0.562102139832 494 0.289022614 0.634910380543 494 0.243179965032 0.615198570086 496 0.185234806963 0.58576009625
1_9_3_aa rmsprop tanh 0.0 1 2.15443469003e-05 105 17 0.503426814222 0.748198118137 255 0.476167549783 0.72922438462 290 0.677306301117 0.803819641992 467 0.519017809525 0.755007650321 286 0.544131974081 0.768696520663 197 0.564401775885 0.765091837848
9_3_aa adam tanh 0.0 1 0.000464158883361 4 316 0.58085043331 0.789914515541 370 0.596774030677 0.786791178676 45 NA NA NA 0.58490163415 0.798734573984 344 0.555918740519 0.771315174162 382 0.579186913341 0.786060318273
feature_channel_9_3_aa rmsprop tanh 0.0 8 0.215443469003 1 74 8.8178890084e-17 0.5 38 1.25181148592e-16 0.5 55 1.15077067067e-16 0.5 281 5.50012070601e-17 0.5 321 1.57652297304e-16 0.5 461 0.091538990777 0.533772309209
1_9_3_aa adam tanh 0.0 2 0.000464158883361 4 316 0.532474817264 0.766437765669 488 0.612969584933 0.799195781817 493 0.669818868699 0.795562883827 498 0.612756243716 0.803102183034 500 0.589916350417 0.79178263937 479 0.613657437242 0.792111707464
feature_channel_9_3_aa sgd rectify 0.0 13 0.01 105 4 0.673249272259 0.836684283865 12 0.694168308664 0.83839691343 18 0.765562045004 0.856257155601 16 0.695543933291 0.84805382997 11 0.677569781508 0.836981946968 13 0.70825877003 0.843795778609
9aa sgd rectify 0.199526231497 32 0.0464158883361 105 74 0.710091762083 0.853879247828 498 0.731150199314 0.857981199005 500 0.78906052044 0.871876221866 402 0.737828428607 0.871028067914 470 0.714331793943 0.853915620103 451 0.743283740596 0.862757445673
feature_channel_9_3_aa rmsprop sigmoid 0.0 21 0.000464158883361 4 316 0.63379350218 0.813432359247 139 0.654379135005 0.816533042769 176 0.738876281076 0.838850491556 223 0.666663565185 0.831087722356 174 0.622478912115 0.806170434609 472 0.673172836131 0.822331382973
feature_channel_9_3_aa rmsprop sigmoid 0.199526231497 21 1.0 501 316 nan 0.5 395 nan 0.5 498 nan 0.5 159 nan 0.5 179 nan 0.5 392 -0.00316537951823 0.4995363467
feature_channel_9_3_aa rmsprop sigmoid 1.25892541179 2 0.215443469003 4 316 0.130243730501 0.562162921066 75 -0.0337213957836 0.438830738728 44 0.023011650396 0.527158796384 353 0.0608783622908 0.542542754274 71 0.114009500969 0.558099397816 293 -0.0447154389495 0.482427591459
feature_channel_9_3_aa rmsprop tanh 0.0 3 0.01 4 1 nan 0.5 235 1.25181148592e-16 0.5 37 NA NA NA -5.50012070601e-17 0.5 394 -0.0448451170141 0.5 89 0.0289434731626 0.512166463163
9_3_aa sgd sigmoid 0.0 21 4.64158883361e-06 105 74 0.186253299759 0.589281198203 498 0.210634533828 0.600382086424 484 0.0173969660607 0.505657021678 24 0.185733795133 0.585789810426 490 0.147449384818 0.545893739035 466 0.158605599091 0.572173943075
9aa adam sigmoid 0.0 13 0.0464158883361 22 17 8.8178890084e-17 0.5 486 NA NA NA nan 0.5 262 nan 0.5 390 -1.57652297304e-16 0.5 82 0.0975038349696 0.538029459003
9_3_aa sgd sigmoid 1.25892541179 8 0.01 105 74 0.144861652074 0.590210411329 16 -0.00640508202928 0.475998152017 121 0.163813152014 0.564755404308 1 NA NA NA -0.0591941447523 0.480632753626 1 -0.00768377241576 0.505800500052
9_3_aa adam rectify 0.0 32 1e-06 4 17 0.612573106118 0.804025282315 495 NA NA NA 0.704454864792 0.816138103382 498 0.661618492841 0.833368093805 500 0.615608664045 0.801928612011 489 0.658291622289 0.814463854893
1_9_3_aa adam tanh 0.199526231497 5 0.000464158883361 1 4 0.514696801233 0.76373746078 394 NA NA NA NA NA NA 0.512123541374 0.752903233645 304 0.431561659169 0.707198872895 398 0.485758365519 0.740537554232
9_3_aa sgd sigmoid 0.501187233627 13 0.0001 1 1 0.475905592285 0.761945721181 472 NA NA NA 0.455799987822 0.690826944509 497 0.497341272073 0.749443540766 481 -0.0159345985654 0.5 329 0.408588716739 0.692580567499
9aa adam sigmoid 0.0 50 2.15443469003e-05 1 4 0.569703569658 0.783810567437 60 0.599866336514 0.798242884304 68 0.637356065331 0.798675760279 85 0.595790286532 0.801244951937 121 0.512484001529 0.725807711638 117 0.590981596828 0.785500247019
9_3_aa sgd rectify 0.0 21 0.00215443469003 105 74 0.664401812137 0.831520569139 282 0.691909334686 0.83757677792 367 0.767575673209 0.857204065435 348 0.69547943333 0.84815809127 285 0.690036247608 0.841201371069 278 0.710746518796 0.844553736058
9_3_aa adam tanh 1.25892541179 21 0.000464158883361 22 1 -0.104401610657 0.448600756974 333 0.0747026312821 0.517103289342 380 0.0570670014445 0.50866872467 79 -0.0881377967197 0.477588889749 316 0.0436477023238 0.513665190083 218 0.000696628273651 0.504382267108
feature_channel_9_3_aa sgd rectify 1.25892541179 13 0.000464158883361 105 17 0.0504702028695 0.546531621887 1 -0.102435647619 0.424117795481 323 -0.0789811420289 0.463903097658 1 0.0813255354097 0.546153840274 500 -0.0358424398504 0.507151773618 1 -0.0268042961377 0.486813815512
9aa adam tanh 0.501187233627 1 1.0 1 4 nan 0.5 7 nan 0.5 157 8.63078003002e-17 0.5 1 nan 0.5 1 nan 0.5 282 -0.0588092173364 0.484224250714
feature_channel_9_3_aa sgd tanh 0.0 50 2.15443469003e-05 501 316 NA NA NA 0.403250105759 0.692265968159 500 0.51606054472 0.733798198603 498 0.401333957573 0.688838939485 496 0.395594273723 0.687560405702 500 0.440444634922 0.704134389317
9_3_aa sgd rectify 0.199526231497 5 4.64158883361e-06 22 4 0.277264512758 0.637339024089 493 NA NA NA 0.133748402191 0.549924010157 37 0.269668984125 0.629199886755 500 0.29287915733 0.63552668855 500 0.232091528987 0.609486773308
feature_channel_9_3_aa adam sigmoid 0.0 5 1e-06 1 1 0.550643974243 0.76714851138 498 NA NA NA NA NA NA 0.56293782853 0.776591791242 490 0.519949862192 0.749649584496 500 0.541912821298 0.760943036446
feature_channel_9_3_aa adam tanh 0.0 32 2.15443469003e-05 4 316 0.592636093205 0.793398287695 129 0.612456370229 0.798735499884 147 0.686741050606 0.821162695821 255 0.627956907332 0.818708508458 132 0.59698170104 0.796091911099 156 0.632887427614 0.80654037407
feature_channel_9_3_aa adam sigmoid 0.0 8 0.215443469003 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1_9_3_aa sgd rectify 0.501187233627 13 0.0001 1 74 8.8178890084e-17 0.5 499 -1.25181148592e-16 0.5 496 0.185273807924 0.585655347648 12 -5.50012070601e-17 0.5 477 nan 0.5 497 0.12072952092 0.537091758728
9aa sgd tanh 0.0 5 0.0001 501 1 0.673528399198 0.834501305133 474 0.699777285644 0.84241402249 199 0.77159106114 0.859764043707 227 0.704638875398 0.854731441358 431 0.681559361771 0.83977274501 274 0.714510298675 0.847575291615
9_3_aa sgd rectify 0.199526231497 1 0.0464158883361 501 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa rmsprop rectify 1.25892541179 5 2.15443469003e-05 105 74 0.113673499127 0.583220584313 1 NA NA NA NA NA NA 0.0982658411759 0.55150856224 486 0.00111627054953 0.497734786192 312 0.0694765716757 0.536623556184
9aa adam sigmoid 1.25892541179 5 0.215443469003 1 17 -0.00995203531762 0.467144470621 423 -0.123380759222 0.422169838187 19 -0.179785386648 0.432795243882 324 0.00632656448191 0.496651146357 381 0.0203959437233 0.467464271666 366 -0.0327093322111 0.483223878024
feature_channel_9_3_aa adam rectify 0.0 21 1e-06 105 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa rmsprop rectify 0.0 1 0.0464158883361 22 4 nan 0.5 28 0.0134060838508 0.5 153 nan 0.5 492 -1.0 0.5 96 -1.0 0.5 205 0.040666020102 0.513202598278
9_3_aa adam tanh 0.0 5 1.0 22 17 NA NA NA -0.00876776235887 0.5 68 nan 0.5 331 nan 0.5 270 nan 0.5 378 0.0450604207998 0.514970798479
9aa sgd sigmoid 0.0 5 1.0 1 74 0.51124344719 0.776771492408 31 NA NA NA 0.541964573431 0.772592718438 175 -0.017141775284 0.5 291 0.478389122726 0.737540114381 97 0.457115313263 0.727793217762
9aa rmsprop rectify 0.199526231497 2 0.0464158883361 4 4 8.8178890084e-17 0.5 413 nan 0.5 25 -1.15077067067e-16 0.5 158 nan 0.5 416 nan 0.5 52 -0.0323738175431 0.503591118828
feature_channel_9_3_aa sgd sigmoid 0.0 3 1e-06 22 17 0.168434046995 0.578020700555 499 NA NA NA 0.123273235103 0.547927582982 16 0.139942380095 0.568965782218 483 0.135112334545 0.553552483502 500 0.141857112597 0.564601479495
9aa adam tanh 0.0 21 1.0 1 316 -8.8178890084e-17 0.5 47 -1.25181148592e-16 0.5 51 nan 0.5 411 -5.50012070601e-17 0.5 319 nan 0.5 323 0.0904960081197 0.534295894151
9aa sgd tanh 0.0 2 1e-06 105 74 0.166278184935 0.583477824447 499 0.116533436688 0.56073317287 500 0.0089775584942 0.502474184232 475 0.175463127777 0.590729257402 497 0.0577976280528 0.514096224566 500 0.0850265082415 0.545742362749
feature_channel_9_3_aa rmsprop rectify 0.501187233627 3 1.0 1 74 8.8178890084e-17 0.5 271 1.25181148592e-16 0.5 193 -1.15077067067e-16 0.5 145 -5.50012070601e-17 0.5 459 -0.00468044740723 0.5 169 0.0910838564802 0.533772309209
feature_channel_9_3_aa adam sigmoid 0.0 13 0.215443469003 22 4 -0.101893291291 0.5 6 NA NA NA -8.63078003002e-17 0.5 141 -5.50012070601e-17 0.5 4 -1.57652297304e-16 0.5 383 -0.0340176750168 0.489449685415
9_3_aa sgd sigmoid 0.0 5 1e-06 1 4 -0.0386225543161 0.517639265812 500 -0.0815075754097 0.459170290908 500 -0.0445695230599 0.493707739521 495 0.0276414592844 0.483487951051 500 0.155961969103 0.534772631847 386 0.0323428896016 0.490472010681
9aa adam rectify 1.25892541179 8 2.15443469003e-05 1 4 -0.00771208484262 0.499515855701 379 0.104848754876 0.547011559568 3 0.0349397325809 0.502811375444 3 0.00289377149329 0.496751525267 1 -0.199369111527 0.413379394632 303 0.0302405991014 0.510083135124
feature_channel_9_3_aa adam rectify 1.25892541179 13 1.0 1 316 NA NA NA 0.134815741191 0.558486097842 93 -0.0591023014977 0.486084376383 266 0.0876978503829 0.548252121566 22 -0.128250885003 0.451762613397 308 -0.0256867138458 0.491570943707
1_9_3_aa adam tanh 0.0 32 1e-06 105 74 0.514099322236 0.756393996699 500 0.508647624713 0.740605576186 497 0.568036404481 0.756528731858 498 0.502988596133 0.746311980305 500 0.39233039691 0.674059185101 499 0.507420772651 0.737707144627
1_9_3_aa rmsprop rectify 0.0 50 2.15443469003e-05 22 316 0.533409920245 0.764004913821 491 NA NA NA 0.693687569757 0.813670211396 463 0.563307825594 0.781384914333 500 0.513556511094 0.745658301179 302 0.595272782793 0.779430416166
feature_channel_9_3_aa rmsprop rectify 0.0 3 2.15443469003e-05 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa sgd sigmoid 0.199526231497 1 4.64158883361e-06 1 4 0.216007503093 0.569513711797 500 0.0432018080124 0.484440257955 499 NA NA NA -0.079192228573 0.487504978211 500 0.0484774708006 0.53219237577 500 0.0277735637349 0.491239532758
9_3_aa sgd sigmoid 0.0 32 0.215443469003 501 316 0.70930150496 0.854179902911 415 0.737939758326 0.860511388752 496 0.798557420757 0.875836707733 428 0.735681122385 0.869991630531 471 0.720837327199 0.8586456831 461 0.747956951222 0.864991667853
9aa adam tanh 1.25892541179 21 2.15443469003e-05 4 316 -0.0452774584503 0.47094857688 5 0.0720241938662 0.529828406371 360 NA NA NA -0.121551882674 0.423015914302 3 0.0640869970249 0.533205576055 335 -0.0185175870032 0.491157303292
9_3_aa sgd tanh 1.25892541179 32 0.000464158883361 501 17 -0.0751222975192 0.471713596323 429 NA NA NA -0.0216326674449 0.510764832726 1 -0.11277875296 0.449453043571 105 0.00905890067886 0.502017991378 1 -0.0535407775323 0.483980461662
9_3_aa adam sigmoid 0.0 13 0.000464158883361 1 1 nan 0.5 262 0.505112761113 0.740779668805 73 8.63078003002e-17 0.5 295 0.439946750605 0.694944813526 36 0.427681124924 0.688847109579 66 0.341148661119 0.667019172362
1_9_3_aa sgd rectify 1.25892541179 5 0.0001 22 316 -0.02872698302 0.482277032749 500 NA NA NA -0.128952017526 0.43464352525 22 -0.0499907761148 0.464768571899 498 0.0158373667208 0.475659116734 159 -0.0445261818011 0.472095649022
feature_channel_9_3_aa adam sigmoid 0.0 21 0.0001 4 316 0.623153138352 0.809991477268 136 0.658271435603 0.819429865322 173 0.731971438445 0.839452381454 314 0.658657898769 0.829431852557 185 0.636741803704 0.814867802044 231 0.671361607938 0.823993831333
feature_channel_9_3_aa rmsprop sigmoid 0.199526231497 5 1e-06 22 1 NA NA NA 0.595403060562 0.785839314428 489 0.667571792361 0.799314701262 499 0.607711111069 0.79847656599 491 0.532300520497 0.75246399071 495 0.611768333228 0.785522623599
1_9_3_aa sgd rectify 0.0 2 0.00215443469003 501 316 0.412109546002 0.70231879022 498 0.585577332302 0.781567644055 499 NA NA NA 0.526038667033 0.760265131477 499 0.310270661212 0.646070351571 461 0.467934011252 0.725497864402
9aa rmsprop tanh 1.25892541179 13 0.0464158883361 4 316 0.138289337825 0.574491030867 30 NA NA NA -0.119509471221 0.435356422071 77 -0.0214353253894 0.479035432307 447 -0.0929278428425 0.451949917898 361 -0.0211076715839 0.488429632091
9_3_aa rmsprop rectify 0.501187233627 3 0.01 105 74 -0.0192347448881 0.5 251 -0.0457750234807 0.5 269 -0.02547747944 0.5 391 -0.00707421799381 0.5 46 0.12126356519 0.5 117 0.0395728106272 0.5
1_9_3_aa adam sigmoid 1.25892541179 3 1.0 105 4 NA NA NA -0.058417548778 0.474052866092 141 -0.128260719254 0.450657686022 21 0.134515873182 0.579274857127 417 0.0784504141725 0.533837475104 359 0.0860377859486 0.540257509114
9_3_aa sgd rectify 0.0 8 2.15443469003e-05 501 17 0.581628381029 0.788357470982 500 NA NA NA 0.658457935191 0.798851445636 494 0.625433197583 0.814192805315 500 0.528762679711 0.749741227125 495 0.609387567799 0.790125303449
1_9_3_aa rmsprop tanh 1.25892541179 2 0.000464158883361 1 4 -0.147953131565 0.419080004326 367 -0.0402370653904 0.485101774626 291 -0.00566488840896 0.50831868557 260 -0.0859628301376 0.457394926315 432 0.0377823920521 0.520049951769 55 -0.0941551821376 0.45719340442
9_3_aa adam tanh 0.0 1 1.0 22 316 -0.0297492396905 0.5 413 nan 0.5 352 nan 0.5 268 -5.50012070601e-17 0.5 144 nan 0.5 111 0.0883855631512 0.526601866322
feature_channel_9_3_aa sgd tanh 0.501187233627 1 0.01 4 316 0.21278939595 0.609517045323 414 NA NA NA 0.10117988365 0.497752746346 26 0.186843127801 0.571939572782 485 0.17227064276 0.585466575512 500 0.15164823667 0.568104675361
1_9_3_aa adam tanh 1.25892541179 5 0.000464158883361 1 74 0.0738069318137 0.539053916604 102 -0.0380904905907 0.487294187393 189 0.149346500349 0.552525122157 44 -0.0897049272085 0.448383736621 2 0.0163427449873 0.504718980814 2 0.0868487976983 0.524719738463
feature_channel_9_3_aa rmsprop rectify 0.501187233627 3 0.01 22 1 NA NA NA 0.0185524524828 0.5 6 -0.087616177957 0.5 492 -0.0782948683101 0.5 9 -1.57652297304e-16 0.5 191 -0.0156162234007 0.495281459751
9_3_aa rmsprop sigmoid 1.25892541179 2 2.15443469003e-05 1 316 -0.0896122059008 0.432632573128 340 NA NA NA NA NA NA 0.0412108069155 0.531387318197 465 -0.0509269576647 0.509866771869 401 0.0011010378171 0.501297432373
1_9_3_aa sgd sigmoid 0.501187233627 3 0.215443469003 22 4 0.450200533977 0.722756614745 167 0.457911016039 0.712890298364 52 0.406009744046 0.680425437765 298 0.489398428524 0.741398724379 171 0.431708196291 0.698435714754 488 0.440381116264 0.709931216864
1_9_3_aa rmsprop sigmoid 0.0 8 0.0001 1 1 0.538132153994 0.772609732546 381 0.547363789924 0.766188269827 409 0.539420357645 0.762502911993 471 0.457534658303 0.723293004346 262 0.441695664409 0.702690395025 317 0.512406616589 0.74903395097
1_9_3_aa adam rectify 0.0 2 0.0464158883361 4 4 -0.0163421702307 0.499773721527 88 NA NA NA -8.63078003002e-17 0.5 446 5.50012070601e-17 0.5 250 -1.57652297304e-16 0.5 464 0.0974122493366 0.537962393434
9_3_aa sgd tanh 0.501187233627 1 0.0001 4 316 0.166604880913 0.594436839484 498 0.186815915567 0.555657546411 500 -0.141658445292 0.468104605807 500 -0.0457469745409 0.503312825862 498 0.041742591129 0.533876633451 486 0.0139398009967 0.509157917213
feature_channel_9_3_aa sgd rectify 0.199526231497 8 0.01 1 17 0.57812285076 0.802687108844 498 nan 0.5 159 8.63078003002e-17 0.5 1 0.604271402081 0.808366926071 498 0.562183584417 0.784723366861 463 0.438051112856 0.710109772237
9aa rmsprop tanh 0.0 2 0.00215443469003 501 316 0.611290977055 0.805679955005 424 NA NA NA -0.145078848761 0.5 150 0.0193029730627 0.5 375 0.00765465849528 0.5 294 0.0972780913892 0.499507684473
feature_channel_9_3_aa rmsprop tanh 0.199526231497 32 0.0464158883361 501 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa adam tanh 0.501187233627 13 4.64158883361e-06 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1_9_3_aa adam tanh 1.25892541179 5 4.64158883361e-06 1 316 0.0094334186012 0.506609103544 500 -0.0179962816423 0.493400458286 496 0.302505656137 0.616553698904 2 NA NA NA -0.00611285487475 0.49467231858 462 -0.00590763447464 0.498006872841
9aa rmsprop sigmoid 0.199526231497 5 0.215443469003 22 316 NA NA NA -1.25181148592e-16 0.5 414 0.100600588303 0.5 281 0.0640683132359 0.519955085769 220 0.0962312184652 0.5 168 0.0906982572921 0.5335739949
1_9_3_aa rmsprop tanh 0.0 2 0.01 105 316 0.520761583526 0.757702318609 12 0.530502920126 0.755293872272 13 0.668877039744 0.798338730032 14 0.468420802843 0.733422423136 11 0.543758427653 0.763883790044 29 0.564149934306 0.764845648064
9aa adam sigmoid 0.199526231497 5 1.0 1 74 nan 0.5 35 -1.25181148592e-16 0.5 174 NA NA NA 5.50012070601e-17 0.5 12 nan 0.5 215 0.0254850856897 0.51305485695
1_9_3_aa adam rectify 0.199526231497 3 0.01 22 4 -8.8178890084e-17 0.5 219 1.25181148592e-16 0.5 167 -1.15077067067e-16 0.5 445 5.50012070601e-17 0.5 287 nan 0.5 264 0.0911142817305 0.533772309209
1_9_3_aa rmsprop rectify 0.0 8 0.0464158883361 22 316 8.8178890084e-17 0.5 179 -1.25181148592e-16 0.5 70 -0.138350552006 0.467377324619 360 0.111687126214 0.525422497645 236 0.208028085927 0.594272247873 12 0.108188674314 0.544061715393
9_3_aa sgd sigmoid 0.501187233627 8 0.215443469003 1 316 0.000738871262472 0.5 420 0.516209492691 0.772455427703 444 0.607097533931 0.782082756788 439 0.533446859674 0.765554878719 462 0.452279665243 0.728511549664 420 0.481691590744 0.732106304721
9aa adam tanh 0.199526231497 8 0.01 4 4 NA NA NA 1.25181148592e-16 0.5 188 -8.63078003002e-17 0.5 483 -5.50012070601e-17 0.5 322 -1.57652297304e-16 0.5 125 0.09002172787 0.532380874693
9_3_aa rmsprop sigmoid 0.501187233627 1 0.0464158883361 4 17 8.8178890084e-17 0.5 418 NA NA NA 1.15077067067e-16 0.5 182 -5.50012070601e-17 0.5 59 nan 0.5 397 0.0975566735797 0.538029459003
1_9_3_aa adam sigmoid 0.0 50 2.15443469003e-05 22 74 0.535655649097 0.764038297516 500 0.536642740499 0.755536412424 496 0.516782535169 0.739187331573 500 0.51220029968 0.739514759099 498 0.534603504786 0.761438451741 499 0.529619008681 0.754606552046
feature_channel_9_3_aa rmsprop rectify 0.0 50 2.15443469003e-05 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa adam tanh 0.501187233627 5 0.01 4 316 nan 0.5 256 nan 0.5 164 8.63078003002e-17 0.5 136 -5.50012070601e-17 0.5 109 nan 0.5 54 0.0867426993723 0.533772309209
feature_channel_9_3_aa sgd tanh 0.199526231497 1 1e-06 105 17 0.195491326809 0.589662587734 496 0.183796309208 0.587329802287 499 0.137156557505 0.552825598846 18 0.149196443543 0.55237101622 473 0.0773666501066 0.52905898609 22 0.159194442729 0.568515069529
9aa sgd rectify 0.501187233627 1 0.0001 501 74 0.245464210634 0.6082995093 458 0.257900674792 0.620846663717 166 -0.00857009046941 0.494740458029 409 0.206085277322 0.58614829791 487 0.177875845971 0.569520894598 441 0.15859599449 0.568794969407
9aa adam tanh 0.501187233627 32 4.64158883361e-06 22 1 0.622254492898 0.815393197146 494 0.628471294073 0.810560743556 499 NA NA NA NA NA NA 0.595856799035 0.793632193273 494 0.615565244567 0.806858355551
9_3_aa rmsprop rectify 1.25892541179 8 0.0464158883361 4 17 0.166324336989 0.576276977769 336 NA NA NA NA NA NA -0.0142191099192 0.491279003923 455 0.0489890058612 0.537470441008 69 0.0750765408485 0.534033775173
1_9_3_aa rmsprop tanh 0.0 32 1.0 105 74 0.147014278616 0.5 4 nan 0.5 231 nan 0.5 303 -0.0305237333127 0.5 311 nan 0.5 44 0.0545407629204 0.520831552301
9aa sgd sigmoid 0.0 2 0.0001 105 1 0.608799271096 0.802425569601 484 0.614379092706 0.79725646867 494 0.690964736706 0.813969561334 493 0.618117958555 0.807444787878 468 0.558217075309 0.766818188204 484 0.627554646189 0.799079580097
feature_channel_9_3_aa rmsprop sigmoid 1.25892541179 21 1.0 22 17 NA NA NA -0.135625804495 0.41990018253 177 -0.0550902019215 0.467118259688 208 -0.0811885866939 0.454300399436 383 -0.0376724337013 0.471684788377 277 -0.0252695184331 0.480372253697
feature_channel_9_3_aa rmsprop rectify 0.0 2 0.000464158883361 4 17 -8.8178890084e-17 0.5 132 NA NA NA 0.701976718041 0.82060272984 395 0.605437402683 0.800635195324 482 0.569926753356 0.780645260104 428 0.566767952784 0.758679914378
9_3_aa adam rectify 1.25892541179 1 0.00215443469003 1 1 NA NA NA 0.169447394149 0.586793235126 459 0.0263280154008 0.492524811935 405 5.50012070601e-17 0.5 451 -2.99485146503e-05 0.500451501402 402 0.0189388178895 0.515166188751
9_3_aa sgd rectify 1.25892541179 50 2.15443469003e-05 105 316 -0.0458582767608 0.476834945647 462 -0.133564200634 0.445746106832 2 -0.188539649956 0.41780254874 486 0.0330632058375 0.529835307378 38 -0.0111591609739 0.499396235648 499 0.0239553707853 0.50071164226
9_3_aa rmsprop tanh 0.0 13 0.0001 105 17 0.677389400728 0.839475394825 14 0.717073160915 0.847590682144 24 NA NA NA 0.708544651175 0.85598392473 14 0.705683326119 0.853175786835 17 0.702376567308 0.849058574146
1_9_3_aa sgd rectify 0.199526231497 21 0.0001 1 17 nan 0.5 379 NA NA NA -0.00592418569469 0.500224852674 27 5.50012070601e-17 0.5 277 0.173094974564 0.58083225243 484 0.122640306759 0.548964301127
1_9_3_aa sgd tanh 1.25892541179 3 0.215443469003 22 74 0.153268526652 0.574061099749 145 -0.023773670712 0.496718273485 461 NA NA NA 0.029205192809 0.520710361626 307 0.0808896556394 0.528812134366 381 0.0459188549489 0.52271692595
feature_channel_9_3_aa rmsprop sigmoid 0.199526231497 1 0.01 22 74 0.531819757702 0.769491707624 253 0.538271621027 0.760271136905 351 0.499862158708 0.716716024214 322 0.52176177931 0.747173871036 198 0.480323564711 0.735454556806 358 0.512596937659 0.750927735438
9_3_aa sgd tanh 1.25892541179 8 0.0464158883361 105 74 NA NA NA -0.14656844274 0.421308170448 49 -0.018596674599 0.515086742267 1 0.000276103761971 0.506767228229 1 0.0892515659751 0.548654178139 479 -0.01793482629 0.493309987371
1_9_3_aa sgd sigmoid 0.0 21 0.000464158883361 1 4 NA NA NA 0.470469730574 0.728131416641 500 0.446764303582 0.706928069972 494 0.434301859678 0.706020449376 500 0.404257049673 0.685520113382 486 0.441680608986 0.711332040918
1_9_3_aa adam rectify 0.199526231497 21 1.0 22 4 nan 0.5 345 nan 0.5 457 0.0147623079827 0.510623783987 3 nan 0.5 20 nan 0.5 398 0.0832893056684 0.525271012703
1_9_3_aa rmsprop tanh 1.25892541179 21 0.0001 105 1 0.0801447377709 0.537012182788 416 -0.0268614243097 0.487834484391 398 NA NA NA 0.128557284549 0.566004041146 40 0.0641713868891 0.545546757447 1 0.0366377446145 0.519199911425
1_9_3_aa adam sigmoid 0.0 32 1.0 22 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
feature_channel_9_3_aa rmsprop tanh 0.501187233627 21 1e-06 22 316 0.379824014378 0.682972394511 500 0.37990414881 0.678430040422 499 -0.0357113798991 0.493068813171 7 0.356124891416 0.663538706972 495 0.355855313129 0.677734392072 498 0.260746217265 0.638650118182
9aa sgd rectify 0.501187233627 8 0.01 105 17 NA NA NA 0.630202785969 0.80506727465 500 0.724484029795 0.830359456982 497 0.628530125683 0.809398636191 464 0.574723982756 0.783663438005 483 0.651239237585 0.808640057677
9aa sgd tanh 0.0 13 0.01 22 74 0.667338339529 0.83143636311 128 0.705032295098 0.842372515463 156 0.766062216934 0.856961316443 246 0.699448085036 0.851542570374 117 0.687009238017 0.843908955184 319 0.7130978119 0.846407479942
feature_channel_9_3_aa adam sigmoid 1.25892541179 21 0.215443469003 22 4 -0.182214287951 0.394579178352 212 -0.0150917230266 0.465788254988 320 NA NA NA 0.0143874595459 0.488569457317 161 -0.123660055934 0.427118823634 10 -0.0787848443699 0.451939782028
1_9_3_aa adam tanh 0.501187233627 21 0.000464158883361 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1_9_3_aa sgd tanh 0.0 5 0.0464158883361 501 74 0.587666953804 0.793713838284 68 0.55959404384 0.768690107779 60 0.661997565858 0.793757740926 86 0.620635656155 0.809757304718 106 0.592702683448 0.79281798451 90 0.614054137837 0.793350681267
feature_channel_9_3_aa adam sigmoid 0.0 8 1e-06 22 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
1_9_3_aa sgd sigmoid 1.25892541179 1 0.01 4 17 NA NA NA 0.110234912332 0.569060409937 208 0.0260333311045 0.52579040851 1 0.0852860736044 0.523953042947 8 -0.00562557930458 0.496324812539 1 -0.0769200579048 0.47499870609
feature_channel_9_3_aa sgd sigmoid 0.199526231497 1 0.0464158883361 105 1 0.588631417332 0.794965524978 440 NA NA NA 0.664039686024 0.789904354937 367 0.608559202308 0.799554019926 480 0.559204297756 0.772975687095 451 0.615046731634 0.790306046444
1_9_3_aa rmsprop rectify 0.0 2 4.64158883361e-06 105 74 0.504514744427 0.747759447515 497 0.500763103292 0.738480804499 497 0.6554534548 0.796404303428 500 0.579677572962 0.787022386991 498 0.514376446553 0.747767759588 497 0.566823025723 0.766995575995
9aa sgd sigmoid 0.501187233627 50 0.0464158883361 501 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa adam sigmoid 0.0 3 2.15443469003e-05 501 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9aa rmsprop sigmoid 1.25892541179 8 0.215443469003 22 1 0.0938905656033 0.554316965783 438 0.0580779693072 0.506398029759 207 -0.304339147635 0.365873536394 417 -0.0939634053644 0.432305328583 64 0.103238986915 0.555354040626 177 -0.000529228852026 0.502212528841
feature_channel_9_3_aa sgd sigmoid 0.0 5 4.64158883361e-06 22 17 0.223841193447 0.589870297284 492 0.238051155951 0.609177644734 496 0.0257436915363 0.520017302213 468 0.174711713054 0.568693149882 496 0.165577209623 0.55911897816 493 0.133089107265 0.559227746727
1_9_3_aa adam sigmoid 1.25892541179 50 0.01 22 1 -0.125704033344 0.427676164281 342 0.00338743697981 0.494096097916 50 0.00279783420003 0.516167896435 170 0.109365250323 0.563716005496 48 0.0483253076397 0.522460131457 114 0.00215767112189 0.508226863235
9_3_aa rmsprop sigmoid 0.199526231497 1 0.0001 501 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
feature_channel_9_3_aa rmsprop tanh 0.0 1 2.15443469003e-05 501 316 0.600269912687 0.798308556806 477 NA NA NA 0.701676724856 0.816754699576 467 0.645705216737 0.827332223493 461 0.604920474436 0.794266199498 491 0.64801284301 0.810499014935
1_9_3_aa adam sigmoid 0.0 8 1.0 105 17 -8.8178890084e-17 0.5 420 nan 0.5 490 NA NA NA 5.50012070601e-17 0.5 440 nan 0.5 226 0.0250777781038 0.508398394456
feature_channel_9_3_aa adam sigmoid 0.199526231497 1 0.0464158883361 1 74 -8.8178890084e-17 0.5 290 nan 0.5 62 8.63078003002e-17 0.5 334 nan 0.5 14 -1.57652297304e-16 0.5 467 0.0880125130682 0.534295894151
1_9_3_aa sgd sigmoid 0.0 5 0.01 4 316 0.310971700469 0.653160614362 495 NA NA NA 0.0460674210701 0.505744513162 1 0.317854239468 0.648779044456 499 0.319605208471 0.643858421991 500 0.274347100132 0.626459559782
feature_channel_9_3_aa adam tanh 0.199526231497 50 4.64158883361e-06 4 17 0.615794420493 0.813153260261 500 0.624969830223 0.80840421786 485 0.649050171714 0.81425127835 500 0.633278457811 0.823635141534 491 0.581429105061 0.785070309427 493 0.624348472657 0.810085169947
9aa sgd sigmoid 0.501187233627 5 0.0464158883361 22 1 0.554840868764 0.786535879822 383 0.583287707486 0.782122179954 324 0.595070454827 0.775894025703 425 0.574172329135 0.778535098763 476 0.50062782802 0.74045556747 479 0.568516086405 0.771677349183
9_3_aa rmsprop sigmoid 0.0 2 1e-06 4 316 0.285100399575 0.631463998512 486 0.255995978653 0.623915083931 499 -0.00267929687406 0.511939463327 497 0.249298302298 0.616836624856 495 0.207357960747 0.590424291521 486 0.22714105774 0.608185572388
1_9_3_aa sgd rectify 1.25892541179 3 1.0 105 74 0.180040761802 0.581879988809 450 0.124207732161 0.552484363166 449 0.254391168435 0.606416466485 245 NA NA NA 0.00655813926356 0.505811941598 107 0.0202854972364 0.522066164731
feature_channel_9_3_aa adam rectify 0.0 13 0.0464158883361 105 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
9_3_aa rmsprop sigmoid 0.199526231497 5 0.01 4 1 -0.062864740551 0.5 496 -0.0897034400525 0.5 194 NA NA NA -5.50012070601e-17 0.5 312 -0.0146443386528 0.5 494 0.0289422912052 0.512166463163
feature_channel_9_3_aa rmsprop rectify 1.25892541179 1 1e-06 1 316 0.113742432271 0.560124638648 278 -0.0192474382152 0.493878935771 497 -0.141468542621 0.460348856743 490 -0.0757535175527 0.460150719636 412 -0.023534390725 0.492547719724 497 0.0228213491831 0.511061313842
1_9_3_aa adam sigmoid 0.0 1 4.64158883361e-06 105 17 NA NA NA 0.471198981281 0.72678562626 463 0.363059290362 0.683605582715 491 0.451334086371 0.72601769831 500 0.37910240546 0.676183744935 499 0.415822794227 0.704170459554
feature_channel_9_3_aa sgd sigmoid 0.199526231497 5 0.215443469003 501 17 NA NA NA 0.714613657678 0.847964320993 496 0.772987320309 0.863658358561 426 0.713131647107 0.855691055684 342 0.697472989521 0.845856961016 371 0.730691803706 0.854367372257