__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_78 (InputLayer) (None, 28, 28, 1) 0
__________________________________________________________________________________________________
zero_padding2d_7 (ZeroPadding2D (None, 34, 34, 1) 0 input_78[0][0]
__________________________________________________________________________________________________
conv1 (Conv2D) (None, 14, 14, 64) 3200 zero_padding2d_7[0][0]
__________________________________________________________________________________________________
bn_conv1 (BatchNormalization) (None, 14, 14, 64) 256 conv1[0][0]
__________________________________________________________________________________________________
activation_295 (Activation) (None, 14, 14, 64) 0 bn_conv1[0][0]
__________________________________________________________________________________________________
max_pooling2d_7 (MaxPooling2D) (None, 6, 6, 64) 0 activation_295[0][0]
__________________________________________________________________________________________________
res2a_branch2a (Conv2D) (None, 6, 6, 64) 4160 max_pooling2d_7[0][0]
__________________________________________________________________________________________________
bn2a_branch2a (BatchNormalizati (None, 6, 6, 64) 256 res2a_branch2a[0][0]
__________________________________________________________________________________________________
activation_296 (Activation) (None, 6, 6, 64) 0 bn2a_branch2a[0][0]
__________________________________________________________________________________________________
res2a_branch2b (Conv2D) (None, 6, 6, 64) 36928 activation_296[0][0]
__________________________________________________________________________________________________
bn2a_branch2b (BatchNormalizati (None, 6, 6, 64) 256 res2a_branch2b[0][0]
__________________________________________________________________________________________________
activation_297 (Activation) (None, 6, 6, 64) 0 bn2a_branch2b[0][0]
__________________________________________________________________________________________________
res2a_branch2c (Conv2D) (None, 6, 6, 256) 16640 activation_297[0][0]
__________________________________________________________________________________________________
res2a_branch1 (Conv2D) (None, 6, 6, 256) 16640 max_pooling2d_7[0][0]
__________________________________________________________________________________________________
bn2a_branch2c (BatchNormalizati (None, 6, 6, 256) 1024 res2a_branch2c[0][0]
__________________________________________________________________________________________________
bn2a_branch1 (BatchNormalizatio (None, 6, 6, 256) 1024 res2a_branch1[0][0]
__________________________________________________________________________________________________
add_97 (Add) (None, 6, 6, 256) 0 bn2a_branch2c[0][0]
bn2a_branch1[0][0]
__________________________________________________________________________________________________
activation_298 (Activation) (None, 6, 6, 256) 0 add_97[0][0]
__________________________________________________________________________________________________
res2b_branch2a (Conv2D) (None, 6, 6, 64) 16448 activation_298[0][0]
__________________________________________________________________________________________________
bn2b_branch2a (BatchNormalizati (None, 6, 6, 64) 256 res2b_branch2a[0][0]
__________________________________________________________________________________________________
activation_299 (Activation) (None, 6, 6, 64) 0 bn2b_branch2a[0][0]
__________________________________________________________________________________________________
res2b_branch2b (Conv2D) (None, 6, 6, 64) 36928 activation_299[0][0]
__________________________________________________________________________________________________
bn2b_branch2b (BatchNormalizati (None, 6, 6, 64) 256 res2b_branch2b[0][0]
__________________________________________________________________________________________________
activation_300 (Activation) (None, 6, 6, 64) 0 bn2b_branch2b[0][0]
__________________________________________________________________________________________________
res2b_branch2c (Conv2D) (None, 6, 6, 256) 16640 activation_300[0][0]
__________________________________________________________________________________________________
bn2b_branch2c (BatchNormalizati (None, 6, 6, 256) 1024 res2b_branch2c[0][0]
__________________________________________________________________________________________________
add_98 (Add) (None, 6, 6, 256) 0 bn2b_branch2c[0][0]
activation_298[0][0]
__________________________________________________________________________________________________
activation_301 (Activation) (None, 6, 6, 256) 0 add_98[0][0]
__________________________________________________________________________________________________
res2c_branch2a (Conv2D) (None, 6, 6, 64) 16448 activation_301[0][0]
__________________________________________________________________________________________________
bn2c_branch2a (BatchNormalizati (None, 6, 6, 64) 256 res2c_branch2a[0][0]
__________________________________________________________________________________________________
activation_302 (Activation) (None, 6, 6, 64) 0 bn2c_branch2a[0][0]
__________________________________________________________________________________________________
res2c_branch2b (Conv2D) (None, 6, 6, 64) 36928 activation_302[0][0]
__________________________________________________________________________________________________
bn2c_branch2b (BatchNormalizati (None, 6, 6, 64) 256 res2c_branch2b[0][0]
__________________________________________________________________________________________________
activation_303 (Activation) (None, 6, 6, 64) 0 bn2c_branch2b[0][0]
__________________________________________________________________________________________________
res2c_branch2c (Conv2D) (None, 6, 6, 256) 16640 activation_303[0][0]
__________________________________________________________________________________________________
bn2c_branch2c (BatchNormalizati (None, 6, 6, 256) 1024 res2c_branch2c[0][0]
__________________________________________________________________________________________________
add_99 (Add) (None, 6, 6, 256) 0 bn2c_branch2c[0][0]
activation_301[0][0]
__________________________________________________________________________________________________
activation_304 (Activation) (None, 6, 6, 256) 0 add_99[0][0]
__________________________________________________________________________________________________
res3a_branch2a (Conv2D) (None, 3, 3, 128) 32896 activation_304[0][0]
__________________________________________________________________________________________________
bn3a_branch2a (BatchNormalizati (None, 3, 3, 128) 512 res3a_branch2a[0][0]
__________________________________________________________________________________________________
activation_305 (Activation) (None, 3, 3, 128) 0 bn3a_branch2a[0][0]
__________________________________________________________________________________________________
res3a_branch2b (Conv2D) (None, 3, 3, 128) 147584 activation_305[0][0]
__________________________________________________________________________________________________
bn3a_branch2b (BatchNormalizati (None, 3, 3, 128) 512 res3a_branch2b[0][0]
__________________________________________________________________________________________________
activation_306 (Activation) (None, 3, 3, 128) 0 bn3a_branch2b[0][0]
__________________________________________________________________________________________________
res3a_branch2c (Conv2D) (None, 3, 3, 512) 66048 activation_306[0][0]
__________________________________________________________________________________________________
res3a_branch1 (Conv2D) (None, 3, 3, 512) 131584 activation_304[0][0]
__________________________________________________________________________________________________
bn3a_branch2c (BatchNormalizati (None, 3, 3, 512) 2048 res3a_branch2c[0][0]
__________________________________________________________________________________________________
bn3a_branch1 (BatchNormalizatio (None, 3, 3, 512) 2048 res3a_branch1[0][0]
__________________________________________________________________________________________________
add_100 (Add) (None, 3, 3, 512) 0 bn3a_branch2c[0][0]
bn3a_branch1[0][0]
__________________________________________________________________________________________________
activation_307 (Activation) (None, 3, 3, 512) 0 add_100[0][0]
__________________________________________________________________________________________________
res3b_branch2a (Conv2D) (None, 3, 3, 128) 65664 activation_307[0][0]
__________________________________________________________________________________________________
bn3b_branch2a (BatchNormalizati (None, 3, 3, 128) 512 res3b_branch2a[0][0]
__________________________________________________________________________________________________
activation_308 (Activation) (None, 3, 3, 128) 0 bn3b_branch2a[0][0]
__________________________________________________________________________________________________
res3b_branch2b (Conv2D) (None, 3, 3, 128) 147584 activation_308[0][0]
__________________________________________________________________________________________________
bn3b_branch2b (BatchNormalizati (None, 3, 3, 128) 512 res3b_branch2b[0][0]
__________________________________________________________________________________________________
activation_309 (Activation) (None, 3, 3, 128) 0 bn3b_branch2b[0][0]
__________________________________________________________________________________________________
res3b_branch2c (Conv2D) (None, 3, 3, 512) 66048 activation_309[0][0]
__________________________________________________________________________________________________
bn3b_branch2c (BatchNormalizati (None, 3, 3, 512) 2048 res3b_branch2c[0][0]
__________________________________________________________________________________________________
add_101 (Add) (None, 3, 3, 512) 0 bn3b_branch2c[0][0]
activation_307[0][0]
__________________________________________________________________________________________________
activation_310 (Activation) (None, 3, 3, 512) 0 add_101[0][0]
__________________________________________________________________________________________________
res3c_branch2a (Conv2D) (None, 3, 3, 128) 65664 activation_310[0][0]
__________________________________________________________________________________________________
bn3c_branch2a (BatchNormalizati (None, 3, 3, 128) 512 res3c_branch2a[0][0]
__________________________________________________________________________________________________
activation_311 (Activation) (None, 3, 3, 128) 0 bn3c_branch2a[0][0]
__________________________________________________________________________________________________
res3c_branch2b (Conv2D) (None, 3, 3, 128) 147584 activation_311[0][0]
__________________________________________________________________________________________________
bn3c_branch2b (BatchNormalizati (None, 3, 3, 128) 512 res3c_branch2b[0][0]
__________________________________________________________________________________________________
activation_312 (Activation) (None, 3, 3, 128) 0 bn3c_branch2b[0][0]
__________________________________________________________________________________________________
res3c_branch2c (Conv2D) (None, 3, 3, 512) 66048 activation_312[0][0]
__________________________________________________________________________________________________
bn3c_branch2c (BatchNormalizati (None, 3, 3, 512) 2048 res3c_branch2c[0][0]
__________________________________________________________________________________________________
add_102 (Add) (None, 3, 3, 512) 0 bn3c_branch2c[0][0]
activation_310[0][0]
__________________________________________________________________________________________________
activation_313 (Activation) (None, 3, 3, 512) 0 add_102[0][0]
__________________________________________________________________________________________________
res3d_branch2a (Conv2D) (None, 3, 3, 128) 65664 activation_313[0][0]
__________________________________________________________________________________________________
bn3d_branch2a (BatchNormalizati (None, 3, 3, 128) 512 res3d_branch2a[0][0]
__________________________________________________________________________________________________
activation_314 (Activation) (None, 3, 3, 128) 0 bn3d_branch2a[0][0]
__________________________________________________________________________________________________
res3d_branch2b (Conv2D) (None, 3, 3, 128) 147584 activation_314[0][0]
__________________________________________________________________________________________________
bn3d_branch2b (BatchNormalizati (None, 3, 3, 128) 512 res3d_branch2b[0][0]
__________________________________________________________________________________________________
activation_315 (Activation) (None, 3, 3, 128) 0 bn3d_branch2b[0][0]
__________________________________________________________________________________________________
res3d_branch2c (Conv2D) (None, 3, 3, 512) 66048 activation_315[0][0]
__________________________________________________________________________________________________
bn3d_branch2c (BatchNormalizati (None, 3, 3, 512) 2048 res3d_branch2c[0][0]
__________________________________________________________________________________________________
add_103 (Add) (None, 3, 3, 512) 0 bn3d_branch2c[0][0]
activation_313[0][0]
__________________________________________________________________________________________________
activation_316 (Activation) (None, 3, 3, 512) 0 add_103[0][0]
__________________________________________________________________________________________________
res4a_branch2a (Conv2D) (None, 2, 2, 256) 131328 activation_316[0][0]
__________________________________________________________________________________________________
bn4a_branch2a (BatchNormalizati (None, 2, 2, 256) 1024 res4a_branch2a[0][0]
__________________________________________________________________________________________________
activation_317 (Activation) (None, 2, 2, 256) 0 bn4a_branch2a[0][0]
__________________________________________________________________________________________________
res4a_branch2b (Conv2D) (None, 2, 2, 256) 590080 activation_317[0][0]
__________________________________________________________________________________________________
bn4a_branch2b (BatchNormalizati (None, 2, 2, 256) 1024 res4a_branch2b[0][0]
__________________________________________________________________________________________________
activation_318 (Activation) (None, 2, 2, 256) 0 bn4a_branch2b[0][0]
__________________________________________________________________________________________________
res4a_branch2c (Conv2D) (None, 2, 2, 1024) 263168 activation_318[0][0]
__________________________________________________________________________________________________
res4a_branch1 (Conv2D) (None, 2, 2, 1024) 525312 activation_316[0][0]
__________________________________________________________________________________________________
bn4a_branch2c (BatchNormalizati (None, 2, 2, 1024) 4096 res4a_branch2c[0][0]
__________________________________________________________________________________________________
bn4a_branch1 (BatchNormalizatio (None, 2, 2, 1024) 4096 res4a_branch1[0][0]
__________________________________________________________________________________________________
add_104 (Add) (None, 2, 2, 1024) 0 bn4a_branch2c[0][0]
bn4a_branch1[0][0]
__________________________________________________________________________________________________
activation_319 (Activation) (None, 2, 2, 1024) 0 add_104[0][0]
__________________________________________________________________________________________________
res4b_branch2a (Conv2D) (None, 2, 2, 256) 262400 activation_319[0][0]
__________________________________________________________________________________________________
bn4b_branch2a (BatchNormalizati (None, 2, 2, 256) 1024 res4b_branch2a[0][0]
__________________________________________________________________________________________________
activation_320 (Activation) (None, 2, 2, 256) 0 bn4b_branch2a[0][0]
__________________________________________________________________________________________________
res4b_branch2b (Conv2D) (None, 2, 2, 256) 590080 activation_320[0][0]
__________________________________________________________________________________________________
bn4b_branch2b (BatchNormalizati (None, 2, 2, 256) 1024 res4b_branch2b[0][0]
__________________________________________________________________________________________________
activation_321 (Activation) (None, 2, 2, 256) 0 bn4b_branch2b[0][0]
__________________________________________________________________________________________________
res4b_branch2c (Conv2D) (None, 2, 2, 1024) 263168 activation_321[0][0]
__________________________________________________________________________________________________
bn4b_branch2c (BatchNormalizati (None, 2, 2, 1024) 4096 res4b_branch2c[0][0]
__________________________________________________________________________________________________
add_105 (Add) (None, 2, 2, 1024) 0 bn4b_branch2c[0][0]
activation_319[0][0]
__________________________________________________________________________________________________
activation_322 (Activation) (None, 2, 2, 1024) 0 add_105[0][0]
__________________________________________________________________________________________________
res4c_branch2a (Conv2D) (None, 2, 2, 256) 262400 activation_322[0][0]
__________________________________________________________________________________________________
bn4c_branch2a (BatchNormalizati (None, 2, 2, 256) 1024 res4c_branch2a[0][0]
__________________________________________________________________________________________________
activation_323 (Activation) (None, 2, 2, 256) 0 bn4c_branch2a[0][0]
__________________________________________________________________________________________________
res4c_branch2b (Conv2D) (None, 2, 2, 256) 590080 activation_323[0][0]
__________________________________________________________________________________________________
bn4c_branch2b (BatchNormalizati (None, 2, 2, 256) 1024 res4c_branch2b[0][0]
__________________________________________________________________________________________________
activation_324 (Activation) (None, 2, 2, 256) 0 bn4c_branch2b[0][0]
__________________________________________________________________________________________________
res4c_branch2c (Conv2D) (None, 2, 2, 1024) 263168 activation_324[0][0]
__________________________________________________________________________________________________
bn4c_branch2c (BatchNormalizati (None, 2, 2, 1024) 4096 res4c_branch2c[0][0]
__________________________________________________________________________________________________
add_106 (Add) (None, 2, 2, 1024) 0 bn4c_branch2c[0][0]
activation_322[0][0]
__________________________________________________________________________________________________
activation_325 (Activation) (None, 2, 2, 1024) 0 add_106[0][0]
__________________________________________________________________________________________________
res4d_branch2a (Conv2D) (None, 2, 2, 256) 262400 activation_325[0][0]
__________________________________________________________________________________________________
bn4d_branch2a (BatchNormalizati (None, 2, 2, 256) 1024 res4d_branch2a[0][0]
__________________________________________________________________________________________________
activation_326 (Activation) (None, 2, 2, 256) 0 bn4d_branch2a[0][0]
__________________________________________________________________________________________________
res4d_branch2b (Conv2D) (None, 2, 2, 256) 590080 activation_326[0][0]
__________________________________________________________________________________________________
bn4d_branch2b (BatchNormalizati (None, 2, 2, 256) 1024 res4d_branch2b[0][0]
__________________________________________________________________________________________________
activation_327 (Activation) (None, 2, 2, 256) 0 bn4d_branch2b[0][0]
__________________________________________________________________________________________________
res4d_branch2c (Conv2D) (None, 2, 2, 1024) 263168 activation_327[0][0]
__________________________________________________________________________________________________
bn4d_branch2c (BatchNormalizati (None, 2, 2, 1024) 4096 res4d_branch2c[0][0]
__________________________________________________________________________________________________
add_107 (Add) (None, 2, 2, 1024) 0 bn4d_branch2c[0][0]
activation_325[0][0]
__________________________________________________________________________________________________
activation_328 (Activation) (None, 2, 2, 1024) 0 add_107[0][0]
__________________________________________________________________________________________________
res4e_branch2a (Conv2D) (None, 2, 2, 256) 262400 activation_328[0][0]
__________________________________________________________________________________________________
bn4e_branch2a (BatchNormalizati (None, 2, 2, 256) 1024 res4e_branch2a[0][0]
__________________________________________________________________________________________________
activation_329 (Activation) (None, 2, 2, 256) 0 bn4e_branch2a[0][0]
__________________________________________________________________________________________________
res4e_branch2b (Conv2D) (None, 2, 2, 256) 590080 activation_329[0][0]
__________________________________________________________________________________________________
bn4e_branch2b (BatchNormalizati (None, 2, 2, 256) 1024 res4e_branch2b[0][0]
__________________________________________________________________________________________________
activation_330 (Activation) (None, 2, 2, 256) 0 bn4e_branch2b[0][0]
__________________________________________________________________________________________________
res4e_branch2c (Conv2D) (None, 2, 2, 1024) 263168 activation_330[0][0]
__________________________________________________________________________________________________
bn4e_branch2c (BatchNormalizati (None, 2, 2, 1024) 4096 res4e_branch2c[0][0]
__________________________________________________________________________________________________
add_108 (Add) (None, 2, 2, 1024) 0 bn4e_branch2c[0][0]
activation_328[0][0]
__________________________________________________________________________________________________
activation_331 (Activation) (None, 2, 2, 1024) 0 add_108[0][0]
__________________________________________________________________________________________________
res4f_branch2a (Conv2D) (None, 2, 2, 256) 262400 activation_331[0][0]
__________________________________________________________________________________________________
bn4f_branch2a (BatchNormalizati (None, 2, 2, 256) 1024 res4f_branch2a[0][0]
__________________________________________________________________________________________________
activation_332 (Activation) (None, 2, 2, 256) 0 bn4f_branch2a[0][0]
__________________________________________________________________________________________________
res4f_branch2b (Conv2D) (None, 2, 2, 256) 590080 activation_332[0][0]
__________________________________________________________________________________________________
bn4f_branch2b (BatchNormalizati (None, 2, 2, 256) 1024 res4f_branch2b[0][0]
__________________________________________________________________________________________________
activation_333 (Activation) (None, 2, 2, 256) 0 bn4f_branch2b[0][0]
__________________________________________________________________________________________________
res4f_branch2c (Conv2D) (None, 2, 2, 1024) 263168 activation_333[0][0]
__________________________________________________________________________________________________
bn4f_branch2c (BatchNormalizati (None, 2, 2, 1024) 4096 res4f_branch2c[0][0]
__________________________________________________________________________________________________
add_109 (Add) (None, 2, 2, 1024) 0 bn4f_branch2c[0][0]
activation_331[0][0]
__________________________________________________________________________________________________
activation_334 (Activation) (None, 2, 2, 1024) 0 add_109[0][0]
__________________________________________________________________________________________________
res5a_branch2a (Conv2D) (None, 1, 1, 512) 524800 activation_334[0][0]
__________________________________________________________________________________________________
bn5a_branch2a (BatchNormalizati (None, 1, 1, 512) 2048 res5a_branch2a[0][0]
__________________________________________________________________________________________________
activation_335 (Activation) (None, 1, 1, 512) 0 bn5a_branch2a[0][0]
__________________________________________________________________________________________________
res5a_branch2b (Conv2D) (None, 1, 1, 512) 2359808 activation_335[0][0]
__________________________________________________________________________________________________
bn5a_branch2b (BatchNormalizati (None, 1, 1, 512) 2048 res5a_branch2b[0][0]
__________________________________________________________________________________________________
activation_336 (Activation) (None, 1, 1, 512) 0 bn5a_branch2b[0][0]
__________________________________________________________________________________________________
res5a_branch2c (Conv2D) (None, 1, 1, 2048) 1050624 activation_336[0][0]
__________________________________________________________________________________________________
res5a_branch1 (Conv2D) (None, 1, 1, 2048) 2099200 activation_334[0][0]
__________________________________________________________________________________________________
bn5a_branch2c (BatchNormalizati (None, 1, 1, 2048) 8192 res5a_branch2c[0][0]
__________________________________________________________________________________________________
bn5a_branch1 (BatchNormalizatio (None, 1, 1, 2048) 8192 res5a_branch1[0][0]
__________________________________________________________________________________________________
add_110 (Add) (None, 1, 1, 2048) 0 bn5a_branch2c[0][0]
bn5a_branch1[0][0]
__________________________________________________________________________________________________
activation_337 (Activation) (None, 1, 1, 2048) 0 add_110[0][0]
__________________________________________________________________________________________________
res5b_branch2a (Conv2D) (None, 1, 1, 512) 1049088 activation_337[0][0]
__________________________________________________________________________________________________
bn5b_branch2a (BatchNormalizati (None, 1, 1, 512) 2048 res5b_branch2a[0][0]
__________________________________________________________________________________________________
activation_338 (Activation) (None, 1, 1, 512) 0 bn5b_branch2a[0][0]
__________________________________________________________________________________________________
res5b_branch2b (Conv2D) (None, 1, 1, 512) 2359808 activation_338[0][0]
__________________________________________________________________________________________________
bn5b_branch2b (BatchNormalizati (None, 1, 1, 512) 2048 res5b_branch2b[0][0]
__________________________________________________________________________________________________
activation_339 (Activation) (None, 1, 1, 512) 0 bn5b_branch2b[0][0]
__________________________________________________________________________________________________
res5b_branch2c (Conv2D) (None, 1, 1, 2048) 1050624 activation_339[0][0]
__________________________________________________________________________________________________
bn5b_branch2c (BatchNormalizati (None, 1, 1, 2048) 8192 res5b_branch2c[0][0]
__________________________________________________________________________________________________
add_111 (Add) (None, 1, 1, 2048) 0 bn5b_branch2c[0][0]
activation_337[0][0]
__________________________________________________________________________________________________
activation_340 (Activation) (None, 1, 1, 2048) 0 add_111[0][0]
__________________________________________________________________________________________________
res5c_branch2a (Conv2D) (None, 1, 1, 512) 1049088 activation_340[0][0]
__________________________________________________________________________________________________
bn5c_branch2a (BatchNormalizati (None, 1, 1, 512) 2048 res5c_branch2a[0][0]
__________________________________________________________________________________________________
activation_341 (Activation) (None, 1, 1, 512) 0 bn5c_branch2a[0][0]
__________________________________________________________________________________________________
res5c_branch2b (Conv2D) (None, 1, 1, 512) 2359808 activation_341[0][0]
__________________________________________________________________________________________________
bn5c_branch2b (BatchNormalizati (None, 1, 1, 512) 2048 res5c_branch2b[0][0]
__________________________________________________________________________________________________
activation_342 (Activation) (None, 1, 1, 512) 0 bn5c_branch2b[0][0]
__________________________________________________________________________________________________
res5c_branch2c (Conv2D) (None, 1, 1, 2048) 1050624 activation_342[0][0]
__________________________________________________________________________________________________
bn5c_branch2c (BatchNormalizati (None, 1, 1, 2048) 8192 res5c_branch2c[0][0]
__________________________________________________________________________________________________
add_112 (Add) (None, 1, 1, 2048) 0 bn5c_branch2c[0][0]
activation_340[0][0]
__________________________________________________________________________________________________
activation_343 (Activation) (None, 1, 1, 2048) 0 add_112[0][0]
__________________________________________________________________________________________________
flatten_27 (Flatten) (None, 2048) 0 activation_343[0][0]
__________________________________________________________________________________________________
dense_67 (Dense) (None, 128) 262272 flatten_27[0][0]
==================================================================================================
Total params: 23,843,712
Trainable params: 23,790,592
Non-trainable params: 53,120
__________________________________________________________________________________________________
Train on 108400 samples, validate on 17820 samples
Epoch 1/1
108400/108400 [==============================] - 137402s 1s/step - loss: 1.0951 - accuracy: 0.5001 - val_loss: 0.4997 - val_accuracy: 0.5000
* Accuracy on training set: 50.00%
* Accuracy on test set: 50.00%