4f5bee81eeb9cecb9d040cb4436dd7f07e06b965,nussl/ml/networks/modules.py,AmplitudeToDB,forward,#AmplitudeToDB#Any#Any#Any#,24

Before Change

        [type]: [description]
    
    def forward(self, data, ref=1.0, amin=1e-4):
        data = torch.abs(data) ** 2
        amin = amin ** 2
        ref = ref ** 2
        data = 10.0 * torch.log10(torch.clamp(data, min=amin))
        data -= 10.0 * np.log10(np.maximum(amin, ref))
        return data

class BatchNorm(nn.Module):
    

After Change

    def forward(self, data, ref=1.0, amin=1e-4):
        data = data ** 2
        amin = amin ** 2
        ref = np.log10(np.maximum(amin, ref ** 2))
        data = 10.0 * (torch.log10(torch.clamp(data, min=amin)) - ref)
        return data

Instances