gp_var_diag
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{"domain_info": {"domain_type": "tensor_product", "dim": 1}, "points_to_evaluate": [[0.1], [0.5], [0.9]], "covariance_info": {"hyperparameters": [1.0, 0.2], "covariance_type": "square_exponential"}, "gp_historical_info": {"points_sampled": [{"value_var": 0.01, "value": 0.1, "point": [0.0]}, {"value_var": 0.01, "value": 0.2, "point": [1.0]}]}}
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