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BREAKING CHANGE: Ignore deprecated always_yield_multivariate_normal
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… arg to `tfd.GaussianProcess` and `tfd.GaussianProcessRegressionModel`.

PiperOrigin-RevId: 518890632
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emilyfertig authored and copybara-github committed Mar 23, 2023
1 parent 70974a8 commit 625aeb2
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Showing 3 changed files with 2 additions and 4 deletions.
3 changes: 1 addition & 2 deletions vizier/_src/jax/models/gaussian_process_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -124,7 +124,7 @@ def __call__(
index_points=inputs,
observation_noise_variance=observation_noise_variance,
validate_args=self._use_tfp_runtime_validation,
always_yield_multivariate_normal=True)
)


class GaussianProcessARDWithCategorical(sp_model.ModelCoroutine):
Expand Down Expand Up @@ -257,5 +257,4 @@ def __call__(
index_points=inputs,
observation_noise_variance=observation_noise_variance,
validate_args=self._use_tfp_runtime_validation,
always_yield_multivariate_normal=True,
)
2 changes: 1 addition & 1 deletion vizier/_src/jax/models/hebo_gp_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -143,4 +143,4 @@ def _inverse_constraint_fn(f):
index_points=inputs,
observation_noise_variance=observation_noise_variance,
cholesky_fn=None,
always_yield_multivariate_normal=True)
)
1 change: 0 additions & 1 deletion vizier/_src/jax/models/tuned_gp_models.py
Original file line number Diff line number Diff line change
Expand Up @@ -174,5 +174,4 @@ def __call__(
index_points=inputs,
observation_noise_variance=observation_noise_variance,
cholesky_fn=cholesky_fn,
always_yield_multivariate_normal=True,
)

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