tfp.substrates.numpy.mcmc.CheckpointableStatesAndTrace
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States and auxiliary trace of an MCMC chain.
tfp.substrates.numpy.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 Tensors representing the
MCMC chain state.
|
trace
|
A Tensor or a nested collection of Tensors representing the
auxiliary values traced alongside the chain.
|
final_kernel_results
|
A Tensor or a nested collection of Tensors
representing the final value of the auxiliary state of the
TransitionKernel that generated this chain.
|
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Last updated 2023-11-21 UTC.
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