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@currymj
Created January 29, 2018 19:18
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stack trace of error
(bayesopt) Michaels-MacBook-Pro-2:release_pre_alpha curry$ python run_stybtang_transform.py
[array([2, 4, 9]), array([8]), array([6, 7, 5]), array([1, 3, 0])]
Running Multi MCMC model selection BO on rotated Stybtang
12.3249773332
141.004751431
/Users/curry/src/GPy/GPy/kern/src/rbf.py:43: RuntimeWarning:overflow encountered in square
/Users/curry/src/GPy/GPy/kern/src/stationary.py:167: RuntimeWarning:overflow encountered in divide
/Users/curry/src/GPy/GPy/kern/src/rbf.py:46: RuntimeWarning:invalid value encountered in multiply
/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/transformations.py:108: RuntimeWarning:invalid value encountered in greater
/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/transformations.py:113: RuntimeWarning:invalid value encountered in greater
Traceback (most recent call last):
File "run_stybtang_transform.py", line 80, in <module>
bo_model.initialize_run()
File "/Users/curry/Desktop/release_pre_alpha/bayes_opt.py", line 56, in initialize_run
self.model.optimize()
File "/Users/curry/src/GPy/GPy/core/gp.py", line 627, in optimize
ret = super(GP, self).optimize(optimizer, start, messages, max_iters, ipython_notebook, clear_after_finish, **kwargs)
File "/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/model.py", line 115, in optimize
self.optimizer_array = opt.x_opt
File "/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/parameterized.py", line 336, in __setattr__
return object.__setattr__(self, name, val);
File "/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/core/parameter_core.py", line 118, in optimizer_array
self.trigger_update()
File "/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/core/updateable.py", line 79, in trigger_update
self._trigger_params_changed(trigger_parent)
File "/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/core/parameter_core.py", line 128, in _trigger_params_changed
self.notify_observers(None, None if trigger_parent else -np.inf)
File "/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/core/observable.py", line 91, in notify_observers
[callble(self, which=which) for _, _, callble in self.observers]
File "/Users/curry/anaconda3/envs/bayesopt/lib/python2.7/site-packages/paramz/core/parameter_core.py", line 498, in _parameters_changed_notification
self.parameters_changed()
File "/Users/curry/src/GPy/GPy/core/gp.py", line 255, in parameters_changed
self.posterior, self._log_marginal_likelihood, self.grad_dict = self.inference_method.inference(self.kern, self.X, self.likelihood, self.Y_normalized, self.mean_function, self.Y_metadata)
File "/Users/curry/src/GPy/GPy/inference/latent_function_inference/exact_gaussian_inference.py", line 50, in inference
Wi, LW, LWi, W_logdet = pdinv(Ky)
File "/Users/curry/src/GPy/GPy/util/linalg.py", line 204, in pdinv
L = jitchol(A, *args)
File "/Users/curry/src/GPy/GPy/util/linalg.py", line 72, in jitchol
raise linalg.LinAlgError("not positive definite, even with jitter.")
numpy.linalg.linalg.LinAlgError: not positive definite, even with jitter.
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