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Fixed mean_cache data extraction for dKG #2452

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Fixed mean_cache data extraction for dKG #2452

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90d734c
Fixed data extraction for dKG
yyexela Dec 4, 2023
8b87597
Fixed linter
yyexela Dec 4, 2023
547ed4a
Re-run unittests
yyexela Dec 4, 2023
45ee74d
Testing UT
yyexela Dec 4, 2023
867255e
No code changed
yyexela Dec 4, 2023
6dd8747
Brought back my change
yyexela Dec 4, 2023
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2 changes: 1 addition & 1 deletion gpytorch/models/exact_prediction_strategies.py
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Original file line number Diff line number Diff line change
Expand Up @@ -339,7 +339,7 @@ def exact_predictive_mean(self, test_mean: Tensor, test_train_covar: LinearOpera
# see https://github.com/cornellius-gp/gpytorch/pull/2317#discussion_r1157994719
mean_cache = self.mean_cache
if len(mean_cache.shape) == 4:
mean_cache = mean_cache.squeeze(1)
mean_cache = mean_cache.permute(2, 0, 1, 3)[:, 0, 0:1, :]

# Handle NaNs
nan_policy = settings.observation_nan_policy.value()
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