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How can I get a value of population(test) moments/variance of BatchNorm. layer in tensor flow?

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0

I want to find a way to get a value of population(test) mean/variance in batchnormalization layer of tensorflow.

I am now using the BN code of :

tf.nn.batch_normalization()

and right now, I am manually calculating the population moments through those codes :

train_mean4 = tf.assign(pop_mean4, pop_mean4 * decay + batch_mean4 * (1 - decay))
train_var4 = tf.assign(pop_var4, pop_var4 * decay + batch_var4 * (1 - decay))

But I want to know the simple way to extract the variables.

Can anyone tell me the way to solve the problem?

Thank you so much.

tensorflow batch-normalization

share|improve this question

edited Mar 27 at 6:05

Sidney

2,20311 gold badge66 silver badges2323 bronze badges

asked Mar 27 at 5:55

Hyunkyu ParkHyunkyu Park

333 bronze badges

add a comment | 

0

I want to find a way to get a value of population(test) mean/variance in batchnormalization layer of tensorflow.

I am now using the BN code of :

tf.nn.batch_normalization()

and right now, I am manually calculating the population moments through those codes :

train_mean4 = tf.assign(pop_mean4, pop_mean4 * decay + batch_mean4 * (1 - decay))
train_var4 = tf.assign(pop_var4, pop_var4 * decay + batch_var4 * (1 - decay))

But I want to know the simple way to extract the variables.

Can anyone tell me the way to solve the problem?

Thank you so much.

tensorflow batch-normalization

share|improve this question

edited Mar 27 at 6:05

Sidney

2,20311 gold badge66 silver badges2323 bronze badges

asked Mar 27 at 5:55

Hyunkyu ParkHyunkyu Park

333 bronze badges

add a comment | 

I want to find a way to get a value of population(test) mean/variance in batchnormalization layer of tensorflow.

I am now using the BN code of :

tf.nn.batch_normalization()

and right now, I am manually calculating the population moments through those codes :

train_mean4 = tf.assign(pop_mean4, pop_mean4 * decay + batch_mean4 * (1 - decay))
train_var4 = tf.assign(pop_var4, pop_var4 * decay + batch_var4 * (1 - decay))

But I want to know the simple way to extract the variables.

Can anyone tell me the way to solve the problem?

Thank you so much.

tensorflow batch-normalization

share|improve this question

edited Mar 27 at 6:05

Sidney

2,20311 gold badge66 silver badges2323 bronze badges

asked Mar 27 at 5:55

Hyunkyu ParkHyunkyu Park

333 bronze badges

tf.nn.batch_normalization()

train_mean4 = tf.assign(pop_mean4, pop_mean4 * decay + batch_mean4 * (1 - decay))
train_var4 = tf.assign(pop_var4, pop_var4 * decay + batch_var4 * (1 - decay))

share|improve this question

edited Mar 27 at 6:05

Sidney

2,20311 gold badge66 silver badges2323 bronze badges

asked Mar 27 at 5:55

Hyunkyu ParkHyunkyu Park

333 bronze badges

share|improve this question

edited Mar 27 at 6:05

Sidney

2,20311 gold badge66 silver badges2323 bronze badges

asked Mar 27 at 5:55

Hyunkyu ParkHyunkyu Park

333 bronze badges

edited Mar 27 at 6:05

Sidney

2,20311 gold badge66 silver badges2323 bronze badges

edited Mar 27 at 6:05

Sidney

2,20311 gold badge66 silver badges2323 bronze badges

asked Mar 27 at 5:55

Hyunkyu ParkHyunkyu Park

333 bronze badges

asked Mar 27 at 5:55

Hyunkyu ParkHyunkyu Park

333 bronze badges