ML Community Day is November 9! Join us for updates from TensorFlow, JAX, and more Learn more

Module: tf.tpu.experimental.embedding

Public API for tf.tpu.experimental.embedding namespace.


class Adagrad: Optimization parameters for Adagrad with TPU embeddings.

class Adam: Optimization parameters for Adam with TPU embeddings.

class FTRL: Optimization parameters for FTRL with TPU embeddings.

class FeatureConfig: Configuration data for one embedding feature.

class SGD: Optimization parameters for stochastic gradient descent for TPU embeddings.

class TPUEmbedding: The TPUEmbedding mid level API.

class TableConfig: Configuration data for one embedding table.


serving_embedding_lookup(...): Apply standard lookup ops with tf.tpu.experimental.embedding configs.