1 |
2 |
qaztronic |
60000 train samples
|
2 |
|
|
10000 test samples
|
3 |
|
|
_________________________________________________________________
|
4 |
|
|
Layer (type) Output Shape Param #
|
5 |
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|
=================================================================
|
6 |
|
|
dense (Dense) (None, 128) 100480
|
7 |
|
|
_________________________________________________________________
|
8 |
|
|
dropout (Dropout) (None, 128) 0
|
9 |
|
|
_________________________________________________________________
|
10 |
|
|
dense_1 (Dense) (None, 64) 8256
|
11 |
|
|
_________________________________________________________________
|
12 |
|
|
dropout_1 (Dropout) (None, 64) 0
|
13 |
|
|
_________________________________________________________________
|
14 |
|
|
dense_2 (Dense) (None, 32) 2080
|
15 |
|
|
_________________________________________________________________
|
16 |
|
|
dense_3 (Dense) (None, 16) 528
|
17 |
|
|
_________________________________________________________________
|
18 |
|
|
dense_4 (Dense) (None, 32) 544
|
19 |
|
|
_________________________________________________________________
|
20 |
|
|
dense_5 (Dense) (None, 64) 2112
|
21 |
|
|
_________________________________________________________________
|
22 |
|
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dropout_2 (Dropout) (None, 64) 0
|
23 |
|
|
_________________________________________________________________
|
24 |
|
|
dense_6 (Dense) (None, 10) 650
|
25 |
|
|
=================================================================
|
26 |
|
|
Total params: 114,650
|
27 |
|
|
Trainable params: 114,650
|
28 |
|
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Non-trainable params: 0
|
29 |
|
|
_________________________________________________________________
|
30 |
|
|
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
|
31 |
|
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dense count_params 100480
|
32 |
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|
[array([[-0.07930455, -0.02649871, -0.07090933, ..., 0.00100745,
|
33 |
|
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0.04755164, -0.03093418],
|
34 |
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[ 0.05421398, 0.02757806, 0.04712007, ..., -0.0394199 ,
|
35 |
|
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-0.04619237, -0.04279351],
|
36 |
|
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[ 0.00424491, -0.03625676, -0.07952373, ..., -0.02339049,
|
37 |
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-0.01076538, -0.08004846],
|
38 |
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|
...,
|
39 |
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[-0.05917535, -0.0261973 , -0.07832911, ..., -0.07959083,
|
40 |
|
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0.05691785, -0.04914071],
|
41 |
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[ 0.03393643, -0.01155082, 0.05016727, ..., 0.0372574 ,
|
42 |
|
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-0.04971094, 0.06021043],
|
43 |
|
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[-0.01300168, 0.03307596, -0.00857126, ..., -0.02589636,
|
44 |
|
|
0.04104332, -0.06109982]], dtype=float32), array([-2.3594579e-02, 3.8598098e-02, -1.0497972e-01, -3.8671544e-01,
|
45 |
|
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-9.6108451e-02, 1.0004581e-01, -1.6016379e-01, -2.9851335e-01,
|
46 |
|
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-3.0901736e-01, -1.7532082e-01, -6.2071189e-02, -5.6369668e-01,
|
47 |
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-4.2894694e-01, 7.1286112e-02, 2.0752728e-02, -2.7187014e-01,
|
48 |
|
|
-3.3484823e-01, -4.4135383e-01, -4.2240497e-02, -1.4486371e-01,
|
49 |
|
|
-2.8826448e-01, -1.8782757e-01, -1.0056515e-01, -1.0816768e-01,
|
50 |
|
|
-7.2343946e-02, -1.5496655e-01, -3.3102906e-01, -6.1318678e-01,
|
51 |
|
|
-1.9668324e-02, 1.3999386e-01, -4.3564206e-01, -2.9845512e-01,
|
52 |
|
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-3.7872481e-01, -1.9353002e-01, 2.5447810e-01, -3.5995194e-01,
|
53 |
|
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2.6291763e-02, 4.7162849e-02, 9.7918890e-02, -3.3473931e-02,
|
54 |
|
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1.3694952e-01, -3.6256644e-01, -1.9744746e-01, 7.8861542e-02,
|
55 |
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3.0838215e-01, -8.8701002e-02, -3.5488507e-01, -1.6423538e-01,
|
56 |
|
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-3.2093915e-01, -1.1565408e-01, -4.9156430e-01, -2.7169585e-01,
|
57 |
|
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2.1878140e-01, -1.7972900e-01, -9.1744475e-02, -3.1941265e-01,
|
58 |
|
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-3.9604369e-01, -2.2901388e-01, -3.6830947e-01, -3.1593844e-01,
|
59 |
|
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1.4094464e-02, 2.2172704e-01, -3.6113933e-01, -1.2696914e-01,
|
60 |
|
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-3.0370614e-02, -2.5166988e-01, -7.3865205e-01, -8.4876187e-02,
|
61 |
|
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2.0212510e-01, 2.8773913e-01, -1.5464966e-01, -9.6648589e-02,
|
62 |
|
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-3.7378395e-01, -2.2674087e-01, -2.5399575e-01, 1.9168997e-01,
|
63 |
|
|
-7.3191851e-01, -1.0655270e-01, -4.5221257e-01, 1.3035414e-01,
|
64 |
|
|
4.9927920e-02, -1.2684029e-01, -7.0507757e-02, -2.8802451e-01,
|
65 |
|
|
-2.7804974e-01, -4.0964565e-01, -3.0123866e-01, 1.1930627e-01,
|
66 |
|
|
9.4854556e-02, -4.9286403e-02, 6.3894212e-02, 2.1889006e-01,
|
67 |
|
|
-3.1568563e-01, 1.6123219e-01, 2.2934186e-01, -4.3948543e-01,
|
68 |
|
|
-4.8320201e-01, 8.0741018e-02, 3.8484439e-02, -4.0890664e-02,
|
69 |
|
|
-7.4266018e-03, 8.6491741e-02, -1.9073179e-01, -1.8115541e-01,
|
70 |
|
|
-6.1304718e-01, -3.7903762e-01, 2.2946556e-01, -1.7224997e-01,
|
71 |
|
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4.5902279e-01, -2.4464025e-01, 2.2330679e-01, -3.6572871e-01,
|
72 |
|
|
1.2160218e-01, 2.4523260e-01, -1.2214821e-01, -6.0897386e-01,
|
73 |
|
|
-5.6889302e-01, -2.3452757e-01, -2.0190902e-01, -6.8682345e-04,
|
74 |
|
|
4.1051412e-01, 3.4685212e-01, -1.9991878e-01, -1.3446571e-01,
|
75 |
|
|
7.8970246e-02, 6.4623527e-02, -2.4045390e-01, 2.4050416e-01],
|
76 |
|
|
dtype=float32)]
|
77 |
|
|
(784, 128) (128,)
|
78 |
|
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weights/dense_0.txt
|
79 |
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weights/dense_1.txt
|
80 |
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weights/dense_2.txt
|
81 |
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weights/dense_3.txt
|
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weights/dense_4.txt
|
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weights/dense_5.txt
|
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weights/dense_6.txt
|
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weights/dense_7.txt
|
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weights/dense_8.txt
|
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weights/dense_9.txt
|
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weights/dense_10.txt
|
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weights/dense_11.txt
|
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weights/dense_12.txt
|
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weights/dense_13.txt
|
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weights/dense_14.txt
|
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weights/dense_15.txt
|
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weights/dense_16.txt
|
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weights/dense_17.txt
|
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weights/dense_18.txt
|
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weights/dense_19.txt
|
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weights/dense_20.txt
|
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weights/dense_21.txt
|
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weights/dense_22.txt
|
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weights/dense_23.txt
|
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weights/dense_24.txt
|
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weights/dense_25.txt
|
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weights/dense_26.txt
|
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weights/dense_27.txt
|
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weights/dense_28.txt
|
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weights/dense_29.txt
|
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weights/dense_30.txt
|
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weights/dense_31.txt
|
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weights/dense_32.txt
|
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weights/dense_33.txt
|
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weights/dense_34.txt
|
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weights/dense_35.txt
|
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weights/dense_36.txt
|
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weights/dense_37.txt
|
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weights/dense_38.txt
|
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weights/dense_39.txt
|
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weights/dense_40.txt
|
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weights/dense_41.txt
|
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weights/dense_42.txt
|
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weights/dense_43.txt
|
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weights/dense_44.txt
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weights/dense_45.txt
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weights/dense_46.txt
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weights/dense_47.txt
|
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weights/dense_48.txt
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weights/dense_49.txt
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|
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|
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weights/dense_96.txt
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weights/dense_97.txt
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weights/dense_98.txt
|
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weights/dense_99.txt
|
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weights/dense_100.txt
|
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weights/dense_101.txt
|
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weights/dense_102.txt
|
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weights/dense_103.txt
|
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weights/dense_104.txt
|
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weights/dense_105.txt
|
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weights/dense_106.txt
|
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weights/dense_107.txt
|
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weights/dense_108.txt
|
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weights/dense_109.txt
|
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weights/dense_110.txt
|
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weights/dense_111.txt
|
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weights/dense_112.txt
|
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weights/dense_113.txt
|
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weights/dense_114.txt
|
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weights/dense_115.txt
|
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weights/dense_116.txt
|
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weights/dense_117.txt
|
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weights/dense_118.txt
|
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weights/dense_119.txt
|
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weights/dense_120.txt
|
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weights/dense_121.txt
|
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weights/dense_122.txt
|
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weights/dense_123.txt
|
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weights/dense_124.txt
|
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weights/dense_125.txt
|
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weights/dense_126.txt
|
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weights/dense_127.txt
|
206 |
|
|
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
|
207 |
|
|
dropout count_params 0
|
208 |
|
|
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
|
209 |
|
|
dense_1 count_params 8256
|
210 |
|
|
[array([[ 0.13340531, -0.10304049, 0.16229855, ..., -0.07136188,
|
211 |
|
|
-0.01186762, -0.14324214],
|
212 |
|
|
[-0.30516377, 0.36429188, 0.45408887, ..., -0.7399899 ,
|
213 |
|
|
0.24318196, 0.33469272],
|
214 |
|
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[ 0.16345519, 0.04074214, -0.11941069, ..., 0.09480709,
|
215 |
|
|
0.02763042, -0.15037477],
|
216 |
|
|
...,
|
217 |
|
|
[ 0.27159476, -0.8895114 , -0.7144159 , ..., -0.24041253,
|
218 |
|
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-0.49141455, -0.6299996 ],
|
219 |
|
|
[-0.07041025, -0.4710288 , -0.48655823, ..., 0.1590713 ,
|
220 |
|
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-0.31834933, 0.2993944 ],
|
221 |
|
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[-0.4389016 , -0.23386712, 0.39621878, ..., -0.5724884 ,
|
222 |
|
|
0.46246573, -0.00773366]], dtype=float32), array([-0.06451031, 0.18185912, -0.2638502 , 0.1301198 , 0.16679066,
|
223 |
|
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-0.24539678, -0.04370805, -0.42432487, -0.22035678, -0.14944355,
|
224 |
|
|
-0.18758774, 0.47985303, -0.06010382, 0.33329916, -0.08364031,
|
225 |
|
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-0.22552355, -0.4547007 , 0.39579025, -0.6893604 , -0.55590636,
|
226 |
|
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-0.2940806 , -0.7972753 , 0.24440528, -0.01843975, 0.11586151,
|
227 |
|
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0.12620568, -0.59911656, 0.13671492, -0.1538052 , 0.25761825,
|
228 |
|
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0.2576023 , -0.61382776, -0.4795161 , 0.7560947 , 0.16895232,
|
229 |
|
|
-0.1697976 , 0.04443455, -0.31349862, -0.25053024, -0.01072628,
|
230 |
|
|
0.21362676, 0.42824736, 0.16405702, 0.664268 , 0.43393368,
|
231 |
|
|
-0.7144749 , 0.3871697 , 0.56103456, -0.19573475, -0.5696203 ,
|
232 |
|
|
0.11959147, -0.509505 , -0.02286211, -0.49016434, -0.36209396,
|
233 |
|
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0.11831207, -0.4272167 , -0.17812851, 0.28087273, -0.29597118,
|
234 |
|
|
-0.01123657, 0.8375383 , -0.34325677, 0.41295832], dtype=float32)]
|
235 |
|
|
(128, 64) (64,)
|
236 |
|
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weights/dense_1_0.txt
|
237 |
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weights/dense_1_1.txt
|
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weights/dense_1_2.txt
|
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weights/dense_1_3.txt
|
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weights/dense_1_4.txt
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weights/dense_1_5.txt
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weights/dense_1_6.txt
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weights/dense_1_7.txt
|
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weights/dense_1_8.txt
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weights/dense_1_9.txt
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weights/dense_1_10.txt
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weights/dense_1_11.txt
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weights/dense_1_12.txt
|
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weights/dense_1_13.txt
|
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weights/dense_1_14.txt
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weights/dense_1_15.txt
|
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weights/dense_1_16.txt
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weights/dense_1_17.txt
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weights/dense_1_18.txt
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weights/dense_1_19.txt
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weights/dense_1_20.txt
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weights/dense_1_21.txt
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weights/dense_1_22.txt
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weights/dense_1_23.txt
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weights/dense_1_24.txt
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weights/dense_1_25.txt
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weights/dense_1_27.txt
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weights/dense_1_28.txt
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weights/dense_1_49.txt
|
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weights/dense_1_50.txt
|
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weights/dense_1_51.txt
|
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++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
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weights/dense_4_31.txt
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++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
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dense_5 count_params 2112
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weights/dense_5_46.txt
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weights/dense_5_50.txt
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weights/dense_5_54.txt
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weights/dense_5_55.txt
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weights/dense_5_57.txt
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weights/dense_5_62.txt
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weights/dense_5_63.txt
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++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
|
880 |
|
|
dropout_2 count_params 0
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881 |
|
|
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
|
882 |
|
|
dense_6 count_params 650
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883 |
|
|
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3.98527794e-02],
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1.40139550e-01],
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[ 2.11029962e-01, -9.48007762e-01, -2.04028681e-01,
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|
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902 |
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|
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[ 6.18345700e-02, -5.46515167e-01, -3.48022223e-01,
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[-2.24263382e+00, 1.59756079e-01, -7.04662949e-02,
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914 |
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915 |
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916 |
|
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918 |
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2.59223580e-01],
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923 |
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[-1.16265333e+00, 1.13259412e-01, 6.89801723e-02,
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927 |
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930 |
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931 |
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|
|
4.43158485e-02, 1.15877941e-01, -1.21844046e-01,
|
1137 |
|
|
-2.89791554e-01, 1.18129104e-01, 1.27744541e-01,
|
1138 |
|
|
-2.01565400e-01]], dtype=float32), array([ 0.00996388, -0.03916702, -0.3136935 , -0.10031187, 0.19440651,
|
1139 |
|
|
-0.2640784 , -0.28352198, -0.1843267 , 0.40836105, 0.36513257],
|
1140 |
|
|
dtype=float32)]
|
1141 |
|
|
(64, 10) (10,)
|
1142 |
|
|
weights/dense_6_0.txt
|
1143 |
|
|
weights/dense_6_1.txt
|
1144 |
|
|
weights/dense_6_2.txt
|
1145 |
|
|
weights/dense_6_3.txt
|
1146 |
|
|
weights/dense_6_4.txt
|
1147 |
|
|
weights/dense_6_5.txt
|
1148 |
|
|
weights/dense_6_6.txt
|
1149 |
|
|
weights/dense_6_7.txt
|
1150 |
|
|
weights/dense_6_8.txt
|
1151 |
|
|
weights/dense_6_9.txt
|