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Fixing batch_shape property of SaasFullyBayesianSingleTaskGP #1413

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Summary:
SaasFullyBayesianSingleTaskGP and SaasFullyBayesianMultiTaskGP's
batch_shape returned torch.Size([]). This diff fixes this behavior to return ``torch.Size([num_mcmc_samples])`.

Reviewed By: saitcakmak, Balandat

Differential Revision: D39732001

Summary:
`SaasFullyBayesianSingleTaskGP` and `SaasFullyBayesianMultiTaskGP`'s
`batch_shape` returned `torch.Size([])`. This diff fixes this behavior to return ``torch.Size([num_mcmc_samples])`.

Reviewed By: saitcakmak, Balandat

Differential Revision: D39732001

fbshipit-source-id: bb51d7fafe163eaf944c3e9ea18c7a92dc990533
@facebook-github-bot facebook-github-bot added CLA Signed Do not delete this pull request or issue due to inactivity. fb-exported labels Sep 22, 2022
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This pull request was exported from Phabricator. Differential Revision: D39732001

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codecov bot commented Sep 22, 2022

Codecov Report

Merging #1413 (29cba56) into main (28f079b) will not change coverage.
The diff coverage is 100.00%.

@@            Coverage Diff            @@
##              main     #1413   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files          124       124           
  Lines        11513     11521    +8     
=========================================
+ Hits         11513     11521    +8     
Impacted Files Coverage Δ
botorch/models/fully_bayesian.py 100.00% <100.00%> (ø)
botorch/models/fully_bayesian_multitask.py 100.00% <100.00%> (ø)

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