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Bug fix

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This commit is contained in:
Daniel Povey 2022-08-02 14:31:37 +08:00
parent e9f4ada1c0
commit e44ab25e99
1 changed files with 1 additions and 1 deletions
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egs/librispeech/ASR/pruned_transducer_stateless7/optim.py
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@ -677,7 +677,7 @@ param_rms_smooth1: Smoothing proportion for parameter matrix, if assumed rank of
# value) to be 1, and since the singular values (==eigenvalues) of P # value) to be 1, and since the singular values (==eigenvalues) of P
# are the squares of the singular values of C, we want them to have # are the squares of the singular values of C, we want them to have
# mean of 1. # mean of 1.
P /= _mean(_diag(P), exclude_dims=[0]).unsqueeze(-1) P /= _mean(_diag(P), exclude_dims=[0], keepdim=True).unsqueeze(-1)
# C will satisfy: P == torch.matmul(C, C.transpose(2, 3)) # C will satisfy: P == torch.matmul(C, C.transpose(2, 3))
# C is of shape (batch_size, num_blocks, block_size, block_size). # C is of shape (batch_size, num_blocks, block_size, block_size).