pyro-ppl / pyro / 6420588385

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Address the issues in #3274 (#3277)

* Added `support = constraints.real_vector` to `MixtureOfDiagNormals`
  and `MixtureOfDiagNormalsSharedCovariance`
* Fixed the white noise sampling bug in the `forward` method of
  `_MixDiagNormalSample`
* Same call in `_MixDiagNormalSample` and
  `_MixDiagNormalSharedCovarianceSample` to generate white noise
* Harmonized tensor shape error messages between `MixtureOfDiagNormals`
  and `MixtureOfDiagNormalsSharedCovariance`
* Added the correct class name in tensor shape errors for
  `MixtureOfDiagNormalsSharedCovariance`

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