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Showing posts with the label Softmax

How To Apply Softmax On An Array/vector With Huge Positive And Negative Values In Tensorflow?

I train a convolutional neural network (CNN) with MNIST data set in TensorFlow. I calculate the acc… Read more How To Apply Softmax On An Array/vector With Huge Positive And Negative Values In Tensorflow?

Implementation Of Softmax Function Returns Nan For High Inputs

I am trying to implement softmax at the end of cnn, The output I got is nan and zeros. I am giving … Read more Implementation Of Softmax Function Returns Nan For High Inputs

Should I Use Softmax As Output When Using Cross Entropy Loss In Pytorch?

I have a problem with classifying fully connected deep neural net with 2 hidden layers for MNIST da… Read more Should I Use Softmax As Output When Using Cross Entropy Loss In Pytorch?

Pytorch Equivalent To Tf.nn.softmax_cross_entropy_with_logits And Tf.nn.sigmoid_cross_entropy_with_logits

I found the post here. Here, we try to find an equivalence of tf.nn.softmax_cross_entropy_with_logi… Read more Pytorch Equivalent To Tf.nn.softmax_cross_entropy_with_logits And Tf.nn.sigmoid_cross_entropy_with_logits