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revert infinite energy -> bad energy
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pymc3/step_methods/hmc/hmc.py

Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -131,13 +131,13 @@ def _hamiltonian_step(self, start, p0, step_size):
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div_info = DivergenceInfo("Integration failed.", e, last, None)
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else:
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if not np.isfinite(state.energy):
134-
div_info = DivergenceInfo("Divergence encountered: infinite energy.", None, last, state)
134+
div_info = DivergenceInfo("Divergence encountered, bad energy.", None, last, state)
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energy_change = start.energy - state.energy
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if np.isnan(energy_change):
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energy_change = -np.inf
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if np.abs(energy_change) > self.Emax:
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div_info = DivergenceInfo(
140-
f"Divergence encountered: energy change larger than {self.Emax}.", None, last, state
140+
f"Divergence encountered, energy change larger than {self.Emax}.", None, last, state
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)
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accept_stat = min(1, np.exp(energy_change))

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