25694a657492c97276d201a98cff47266060254a,paysage/layers.py,GaussianLayer,sample_state,#GaussianLayer#Any#Any#,23

Before Change

        return -B.log(scale)
    
    def sample_state(self, loc, scale):
        return loc + scale * numpy.random.normal(loc=0.0, scale=1.0, size=loc.shape).astype(numpy.float32)
        
    def random(self, loc, scale):
        return numpy.random.normal(loc=0.0, scale=1.0, size=loc.shape).astype(numpy.float32)

After Change

        return -B.log(scale)
    
    def sample_state(self, loc, scale):
        r = self.rand.get(*loc.shape)        
        while r.shape != loc.shape:
            r = self.rand.get(*loc.shape)
        return loc + scale * r
        
    def random(self, loc, scale):
        r = self.rand.get(*loc.shape)        
        while r.shape != loc.shape:

Instances