tensorflowkeras
Is there an easy way to get something like Keras model.summary in Tensorflow?
I have been working with Keras and really liked the model.summary()
It gives a good overview of the size of the different layers and especially an overview of the number of parameters the model has.
Is there a similar function in Tensorflow? I could find nothing on Stackoverflow or the Tensorflow API documentation.
Solution
I haven't seen anything like model.summary() for the tensorflow... However, I don't think you need it. There is a TensorBoard, where you can easily check the architecture of the NN.
- Is there any way to get variable importance with Keras?
- Turn a tf.data.Dataset to a jax.numpy iterator
- Training a Keras model to identify leap years
- Can batch normalization be considered a linear transformation?
- Reduce inference time of object detection model by retraining with subset of original dataset
- How to save a Dataset in multiple shards using `tf.data.Dataset.save`
- why explain logit as 'unscaled log probabililty' in sotfmax_cross_entropy_with_logits?
- How to improve the performance of CNN Model for a specific Dataset? Getting Low Accuracy on both training and Testing Dataset
- InvalidArgumentError: No DNN in stream executor while training a TensorFlow RetinaNet model on Google Colab
- how to improve the accuracy of autoencoder?
- TypeError: Only integers, slices, ellipsis, tf.newaxis and scalar tf.int32/tf.int64 tensors are valid indices
- tensorflow.keras only runs correctly once
- Install Tensorflow in MacOs M1
- Could not find a version that satisfies the requirement tensorflow
- How do I use distributed DNN training in TensorFlow?
- Loading tf.keras model, ValueError: The two structures don't have the same nested structure
- Tensorflow is unable to train to predict simple multiplication
- Why does tensorflow loss go to infinity with larger training set?
- Tensorflow Probability MixtureNormal layer example not working as in example
- how to get string value out of tf.tensor which dtype is string
- How to predict list elements outside the bounds of a py dataframe?
- Load model from model.weights.h5 file stored in Azure Blob
- the number and the name of the event files in tensorflow?
- Meaning of sparse in "sparse cross entropy loss"?
- Error --accelerator unrecognized argument when launching gcloud beta ai-platform versions create API
- Change the threshold value of the keras RELU activation function
- How to implement tf.gather_nd in Pytorch with the argument batch_dims?
- Pipenv fails locking when installing TensorFlow 2.4.1
- Tensorflow dataset splitted sizing parameter problem: Local rendezvous is aborting with status: OUT_OF_RANGE: End of sequence
- Difference between "compute capability" "cuda architecture" clarification for using Tensorflow v2.3.0