Top TensorFlow Optimizers for Model Training

TensorFlow offers a variety of optimizers for training models, with some popular ones being:

  1. tf.keras.optimizers.SGD: Stochastic gradient descent optimizer.
  2. Adam optimizer in tf.keras.
  3. Adagrad optimizer from tf.keras.optimizers suite.
  4. RMSprop optimizer in TensorFlow’s Keras: RMSprop optimizer
  5. Adadelta optimizer from tf.keras.optimizers
  6. Adamax optimizer is called Adamax in English.
  7. tf.keras.optimizers.Nadam: Nadam optimizer

These optimizers can all be directly used in TensorFlow, choose the suitable one based on the specific model and dataset to train the model.

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