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Module: tfp.experimental.distribute

Experimental module for doing distributed log prob calculations.


class JointDistributionCoroutine: A sharding-aware JointDistributionCoroutine.

class JointDistributionNamed: A sharding-aware JointDistributionNamed.

class JointDistributionSequential: A sharding-aware JointDistributionSequential.

class ShardedIndependent: A version of tfd.Independent that folds device id into its randomness.

class ShardedSample: A version of tfd.Sample that shards its output across devices.


make_sharded_log_prob_parts(...): Constructs a log prob parts function that all-reduces over terms.