🎨 Format Python code with psf/black
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@@ -158,7 +158,11 @@ class RBAPINN(PINN):
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residual = self.compute_residual(samples=samples, equation=equation)
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cond = self.current_condition_name
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r_norm = self.eta * torch.abs(residual) / (torch.max(torch.abs(residual))+1e-12)
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r_norm = (
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self.eta
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* torch.abs(residual)
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/ (torch.max(torch.abs(residual)) + 1e-12)
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)
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self.weights[cond] = (self.gamma * self.weights[cond] + r_norm).detach()
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loss_value = self._vectorial_loss(
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