Chapter15 Simple Linear Regression With Optimizer | TensorFlow TUTORIALS | WITH CODE

Publicado el: 16 julio 2019
en el canal de: Garden of AI

Optimizers are the extended class, which include added information to train a specific model. The optimizer class is initialized with given parameters but it is important to remember that no Tensor is needed. The optimizers are used for improving speed and performance for training a specific model.

Following are some optimizers in TensorFlow −
• Stochastic Gradient descent
• Stochastic Gradient descent with gradient clipping
• Momentum
• Nesterov momentum
• Adagrad
• Adadelta
• RMSProp
• Adam
• Adamax

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