Validation data shall be in broken down into batches or not?
$begingroup$
I am using fit_generator to train the model. The training dataset is being read from a generator function which gives data in a constant batch size. Now I want to know what approach shall I adopt for validation data. Shall I make a generator for the validation set or load it completely into memory and use it in fit_generator?
Note: Validation dataset is fitting into memory quite easily therefore batching is an option for me.
training
asked 7 mins ago
yamini goelyamini goel
63
$endgroup$
add a comment |
$begingroup$
I am using fit_generator to train the model. The training dataset is being read from a generator function which gives data in a constant batch size. Now I want to know what approach shall I adopt for validation data. Shall I make a generator for the validation set or load it completely into memory and use it in fit_generator?
Note: Validation dataset is fitting into memory quite easily therefore batching is an option for me.
training
asked 7 mins ago
yamini goelyamini goel
63
$endgroup$
add a comment |
$begingroup$
I am using fit_generator to train the model. The training dataset is being read from a generator function which gives data in a constant batch size. Now I want to know what approach shall I adopt for validation data. Shall I make a generator for the validation set or load it completely into memory and use it in fit_generator?
Note: Validation dataset is fitting into memory quite easily therefore batching is an option for me.
training
asked 7 mins ago
yamini goelyamini goel
63
$endgroup$
I am using fit_generator to train the model. The training dataset is being read from a generator function which gives data in a constant batch size. Now I want to know what approach shall I adopt for validation data. Shall I make a generator for the validation set or load it completely into memory and use it in fit_generator?
Note: Validation dataset is fitting into memory quite easily therefore batching is an option for me.
training
training
asked 7 mins ago
yamini goelyamini goel
63
asked 7 mins ago
yamini goelyamini goel
63
asked 7 mins ago
yamini goelyamini goel
63
asked 7 mins ago
yamini goelyamini goel
63
asked 7 mins ago
yamini goelyamini goel
63
63
add a comment |
add a comment |
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