* PARAMETROS:
  MINI_BATCH_SIZE 32
  SIZE 1000
  randMax 10
  ITERACIONES 400000
  EPOCHS 50
  30 unidades ocultas
  learning rate = 3.0

* Double C:
  Accuracy over testing data set: 0.950800
  Average time cost_derivative (in milli sec): 0.251953
  Standard deviation for cost_derivative: 0.088764

  Average time vector_sum (in milli sec): 0.344978
  Standard deviation for vector_sum: 0.085860

  Average time update_weight (in milli sec): 0.392532
  Standard deviation for update_weight: 0.108260

  Average time hadamardProduct (in milli seconds): 0.307460
  Standard deviation for hadamard_product: 0.163436

  Average time matrix_prod (in milli seconds): 7.145342
  Standard deviation for matrix_prod: 1.293915

  Average time per epoch: 3.799580

* Double ASM:
  Accuracy over testing data set: 0.950300
  Average time cost_derivative (in milli sec): 0.128182
  Standard deviation for cost_derivative: 0.060222

  Average time vector_sum (in milli sec): 0.415999
  Standard deviation for vector_sum: 0.112268

  Average time update_weight (in milli sec): 0.393279
  Standard deviation for update_weight: 0.683633

  Average time hadamardProduct (in milli seconds): 0.137181
  Standard deviation for hadamard_product: 0.062210

  Average time matrix_prod (in milli seconds): 3.770623
  Standard deviation for matrix_prod: 1.011386

  Average time per epoch: 3.054587

* Float C:
  Accuracy over testing data set: 0.946700
  Average time cost_derivative (in milli sec): 0.252914
  Standard deviation for cost_derivative: 0.061287

  Average time vector_sum (in milli sec): 0.207263
  Standard deviation for vector_sum: 0.062842

  Average time update_weight (in milli sec): 0.242674
  Standard deviation for update_weight: 0.061426

  Average time hadamardProduct (in milli seconds): 0.256564
  Standard deviation for hadamard_product: 0.080366

  Average time matrix_prod (in milli seconds): 6.704427
  Standard deviation for matrix_prod: 0.491350

  Average time per epoch: 3.395475

* Float ASM:
  Accuracy over testing data set: 0.951100
  Average time cost_derivative (in milli sec): 0.083133
  Standard deviation for cost_derivative: 0.048002

  Average time vector_sum (in milli sec): 0.229253
  Standard deviation for vector_sum: 0.070555

  Average time update_weight (in milli sec): 0.223944
  Standard deviation for update_weight: 0.680904

  Average time hadamardProduct (in milli seconds): 0.093358
  Standard deviation for hadamard_product: 0.053049
  
  Average time matrix_prod (in milli seconds): 4.033694
  Standard deviation for matrix_prod: 0.324861

  Average time per epoch: 2.576224