Removed debug-point
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@ -338,11 +338,7 @@ class CholNet(nn.Module):
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stds = self._ensure_positive_func(self.stds(x))
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stds = self._ensure_positive_func(self.stds(x))
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smol = self._parameterize_full(self.params)
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smol = self._parameterize_full(self.params)
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big = self.padder(smol)
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big = self.padder(smol)
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try:
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pearson_cor_chol = big + th.eye(stds.shape[-1])
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pearson_cor_chol = big + th.eye(stds.shape[-1])
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except:
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import pdb
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pdb.set_trace()
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pearson_cor = pearson_cor_chol.T @ pearson_cor_chol
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pearson_cor = pearson_cor_chol.T @ pearson_cor_chol
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cov = stds.T * pearson_cor * stds
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cov = stds.T * pearson_cor * stds
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chol = th.linalg.cholesky(cov)
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chol = th.linalg.cholesky(cov)
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