Neural Evolution

Normal Network Results.txt

[Command: python -u 'C:\Users\Roman\Documents\Software Development\archive\(deprecated) Neural Evolution Algorithm\test.py']
Using TensorFlow backend.
WARNING:tensorflow:From C:\Users\Roman\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\framework\op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
WARNING:tensorflow:From C:\Users\Roman\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\ops\math_ops.py:3066: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
Epoch 1/10
2019-07-10 21:16:45.434436: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2
  32/1029 [..............................] - ETA: 4s - loss: 0.7593 - acc: 0.5312
1029/1029 [==============================] - 0s 147us/step - loss: 0.7420 - acc: 0.5500
Epoch 2/10

  32/1029 [..............................] - ETA: 0s - loss: 0.8496 - acc: 0.4062
1029/1029 [==============================] - 0s 18us/step - loss: 0.7250 - acc: 0.5500
Epoch 3/10

  32/1029 [..............................] - ETA: 0s - loss: 0.7590 - acc: 0.5000
1029/1029 [==============================] - 0s 19us/step - loss: 0.7121 - acc: 0.5500
Epoch 4/10

  32/1029 [..............................] - ETA: 0s - loss: 0.5776 - acc: 0.7500
1029/1029 [==============================] - 0s 17us/step - loss: 0.7017 - acc: 0.5500
Epoch 5/10
  32/1029 [..............................] - ETA: 0s - loss: 0.7391 - acc: 0.5000
1029/1029 [==============================] - 0s 19us/step - loss: 0.6933 - acc: 0.5500
Epoch 6/10

  32/1029 [..............................] - ETA: 0s - loss: 0.6690 - acc: 0.5938
1029/1029 [==============================] - 0s 19us/step - loss: 0.6851 - acc: 0.5500
Epoch 7/10
  32/1029 [..............................] - ETA: 0s - loss: 0.8179 - acc: 0.2812
1029/1029 [==============================] - 0s 19us/step - loss: 0.6776 - acc: 0.5500
Epoch 8/10

  32/1029 [..............................] - ETA: 0s - loss: 0.6430 - acc: 0.6250
1029/1029 [==============================] - 0s 18us/step - loss: 0.6704 - acc: 0.5500
Epoch 9/10

  32/1029 [..............................] - ETA: 0s - loss: 0.6311 - acc: 0.6250
1029/1029 [==============================] - 0s 19us/step - loss: 0.6638 - acc: 0.5500
Epoch 10/10

  32/1029 [..............................] - ETA: 0s - loss: 0.6506 - acc: 0.5625
1029/1029 [==============================] - 0s 19us/step - loss: 0.6579 - acc: 0.5500
Test Accuracy: 0.57