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How do I retrieve multiple values in tensorflow tf.train.batch
How do I retrieve multiple values in tensorflow tf.train.batch.
I want to apply a function to each batch member which takes 2 parameters. The function transforms the input into the parameters.
I would do it like in numpy:
np.mean(np.array(batcher(data)), axis=0)
So is there a method in tensorflow-python like that?
I would like to prepare
tf.train.batch(
self.data,
input_batch_size=self.data_size,
capacity=self.data_size,
batch_size=self.batch_size,
allow_smaller_final_batch=True,
drop_remainder=True)
but with matrices to apply the function.
A:
I could figure it out by myself.
tf.train.batch(..., keep_prob=1.) returns a dictionary with the input
The dictionary has the values:
{
[tensor for the first batch element]:
[value(1), value(2),..., value(n)],
[tensor for the second batch element]:
[value(n+1), value(n+2),..., value(2n)],
...
}
Each batch element is a numpy array.
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