What do “compile” , “fit” and “predict” do in Keras sequential models?
$begingroup$
I am a little confused between these two parts of Keras sequential models functions. May someone explains what is exactly the job of each one? I mean compile doing forward pass and calculating cost function then pass it through fit to do backward pass and calculating derivatives and updating weights? Or what?
I have seen in some codes, they only used compile function for some of their LSTMs and fit for some other ones! So I need to know each of these functions do what part of the work(training a neural network).
It's also interesting for me to know what exactly do predict function as well.
Very thank you in advanced!
keras prediction backpropagation cost-function methods
asked 2 mins ago
user145959user145959
112
$endgroup$
add a comment |
$begingroup$
I am a little confused between these two parts of Keras sequential models functions. May someone explains what is exactly the job of each one? I mean compile doing forward pass and calculating cost function then pass it through fit to do backward pass and calculating derivatives and updating weights? Or what?
I have seen in some codes, they only used compile function for some of their LSTMs and fit for some other ones! So I need to know each of these functions do what part of the work(training a neural network).
It's also interesting for me to know what exactly do predict function as well.
Very thank you in advanced!
keras prediction backpropagation cost-function methods
asked 2 mins ago
user145959user145959
112
$endgroup$
add a comment |
$begingroup$
I am a little confused between these two parts of Keras sequential models functions. May someone explains what is exactly the job of each one? I mean compile doing forward pass and calculating cost function then pass it through fit to do backward pass and calculating derivatives and updating weights? Or what?
I have seen in some codes, they only used compile function for some of their LSTMs and fit for some other ones! So I need to know each of these functions do what part of the work(training a neural network).
It's also interesting for me to know what exactly do predict function as well.
Very thank you in advanced!
keras prediction backpropagation cost-function methods
asked 2 mins ago
user145959user145959
112
$endgroup$
I am a little confused between these two parts of Keras sequential models functions. May someone explains what is exactly the job of each one? I mean compile doing forward pass and calculating cost function then pass it through fit to do backward pass and calculating derivatives and updating weights? Or what?
I have seen in some codes, they only used compile function for some of their LSTMs and fit for some other ones! So I need to know each of these functions do what part of the work(training a neural network).
It's also interesting for me to know what exactly do predict function as well.
Very thank you in advanced!
keras prediction backpropagation cost-function methods
keras prediction backpropagation cost-function methods
asked 2 mins ago
user145959user145959
112
asked 2 mins ago
user145959user145959
112
asked 2 mins ago
user145959user145959
112
asked 2 mins ago
user145959user145959
112
asked 2 mins ago
user145959user145959
112
112
add a comment |
add a comment |
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