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Is there a replacement for global_step in TensorFlow 2.0?
How to get hold of graph from tf.function in tensorflow 2.0?How can I list all variables in Tensorflow 2.0tensorflow 2.0, variable_scope(), TypeError: __call__() got an unexpected keyword argument 'partition_info'Tensorflow 2.0 - AttributeError: module 'tensorflow' has no attribute 'Session'Tensorflow 2.0 and image processingHow to control verbosity in TensorFlow 2.0Tensorflow 2.0 Keras is training 4x slower than 2.0 EstimatorIn TensorFlow 2.0: Training error with optimizer.apply_gradientsHow to save and load selected variables in tensorflow 2.0?How to do weight initialization by Xavier rule in Tensorflow 2.0?
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It seems like global_step is missing from TensorFlow 2.0.
I have several callbacks that are interested in current training progress and I'm not sure if I need to implement my own step counter or depend on epochs count instead...
Any recommendations for replacement?
tensorflow2.0
asked Mar 26 at 10:48
Ohad MeirOhad Meir
3602 silver badges13 bronze badges
add a comment |
It seems like global_step is missing from TensorFlow 2.0.
I have several callbacks that are interested in current training progress and I'm not sure if I need to implement my own step counter or depend on epochs count instead...
Any recommendations for replacement?
tensorflow2.0
asked Mar 26 at 10:48
Ohad MeirOhad Meir
3602 silver badges13 bronze badges
add a comment |
It seems like global_step is missing from TensorFlow 2.0.
I have several callbacks that are interested in current training progress and I'm not sure if I need to implement my own step counter or depend on epochs count instead...
Any recommendations for replacement?
tensorflow2.0
asked Mar 26 at 10:48
Ohad MeirOhad Meir
3602 silver badges13 bronze badges
It seems like global_step is missing from TensorFlow 2.0.
I have several callbacks that are interested in current training progress and I'm not sure if I need to implement my own step counter or depend on epochs count instead...
Any recommendations for replacement?
tensorflow2.0
tensorflow2.0
asked Mar 26 at 10:48
Ohad MeirOhad Meir
3602 silver badges13 bronze badges
asked Mar 26 at 10:48
Ohad MeirOhad Meir
3602 silver badges13 bronze badges
asked Mar 26 at 10:48
Ohad MeirOhad Meir
3602 silver badges13 bronze badges
asked Mar 26 at 10:48
Ohad MeirOhad Meir
3602 silver badges13 bronze badges
asked Mar 26 at 10:48
Ohad MeirOhad Meir
3602 silver badges13 bronze badges
3602 silver badges13 bronze badges
add a comment |
add a comment |
1 Answer
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Right now is better to declare our own global_step = tf.Variable(1, name="global_step") and use it manually.
Looking at the documentation there is not a drop-in replacement for tf.train.get_or_create_global_step and the only part of the documentation that is about a step is the experimental section of the tf.summary module: https://www.tensorflow.org/versions/r2.0/api_docs/python/tf/summary/experimental
answered Mar 26 at 18:32
nessunonessuno
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Right now is better to declare our own global_step = tf.Variable(1, name="global_step") and use it manually.
Looking at the documentation there is not a drop-in replacement for tf.train.get_or_create_global_step and the only part of the documentation that is about a step is the experimental section of the tf.summary module: https://www.tensorflow.org/versions/r2.0/api_docs/python/tf/summary/experimental
answered Mar 26 at 18:32
nessunonessuno
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add a comment |
Right now is better to declare our own global_step = tf.Variable(1, name="global_step") and use it manually.
Looking at the documentation there is not a drop-in replacement for tf.train.get_or_create_global_step and the only part of the documentation that is about a step is the experimental section of the tf.summary module: https://www.tensorflow.org/versions/r2.0/api_docs/python/tf/summary/experimental
answered Mar 26 at 18:32
nessunonessuno
17.2k3 gold badges49 silver badges50 bronze badges
add a comment |
Right now is better to declare our own global_step = tf.Variable(1, name="global_step") and use it manually.
Looking at the documentation there is not a drop-in replacement for tf.train.get_or_create_global_step and the only part of the documentation that is about a step is the experimental section of the tf.summary module: https://www.tensorflow.org/versions/r2.0/api_docs/python/tf/summary/experimental
answered Mar 26 at 18:32
nessunonessuno
17.2k3 gold badges49 silver badges50 bronze badges
Right now is better to declare our own global_step = tf.Variable(1, name="global_step") and use it manually.
Looking at the documentation there is not a drop-in replacement for tf.train.get_or_create_global_step and the only part of the documentation that is about a step is the experimental section of the tf.summary module: https://www.tensorflow.org/versions/r2.0/api_docs/python/tf/summary/experimental
answered Mar 26 at 18:32
nessunonessuno
17.2k3 gold badges49 silver badges50 bronze badges
answered Mar 26 at 18:32
nessunonessuno
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answered Mar 26 at 18:32
nessunonessuno
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answered Mar 26 at 18:32
nessunonessuno
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