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Change to GMMv2b

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geneing 2020-01-05 18:34:01 -08:00
parent 34e0291ba7
commit 748cbbc403
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layers/common_layers.py
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@ -161,7 +161,6 @@ class GravesAttention(nn.Module):
# attention GMM parameters # attention GMM parameters
sig_t = torch.nn.functional.softplus(b_t)+self.eps sig_t = torch.nn.functional.softplus(b_t)+self.eps
#inv_sig_t = torch.exp(-torch.clamp(b_t, min=-6, max=9)) # variance
mu_t = self.mu_prev + torch.nn.functional.softplus(k_t) mu_t = self.mu_prev + torch.nn.functional.softplus(k_t)
g_t = torch.softmax(g_t, dim=-1) / sig_t + self.eps g_t = torch.softmax(g_t, dim=-1) / sig_t + self.eps