tfp.mcmc.CheckpointableStatesAndTrace

States and auxiliary trace of an MCMC chain.

tfp.mcmc.CheckpointableStatesAndTrace(
    all_states, trace, final_kernel_results
)

The first dimension of all the Tensors in the all_states and trace attributes is the same and represents the chain length.

Attributes
`all_states`	A `Tensor` or a nested collection of `Tensor`s representing the MCMC chain state.
`trace`	A `Tensor` or a nested collection of `Tensor`s representing the auxiliary values traced alongside the chain.
`final_kernel_results`	A `Tensor` or a nested collection of `Tensor`s representing the final value of the auxiliary state of the `TransitionKernel` that generated this chain.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2023-11-21 UTC.

Attributes