Comments (1)
ZhiqingXiao
commented on April 28, 2024
1
I also noticed bugs in calculating the L2 regularization.
In child.py:
https://github.com/google-research/google-research/blob/master/enas_lm/src/child.py#L318
self.l2_reg_loss = tf.add_n([tf.nn.l2_loss(w ** 2) for w in var_s])
The regularization is implemented as "l4" regularization.
However in fixed_lib is correct:
https://github.com/google-research/google-research/blob/master/enas_lm/src/tpu/fixed_lib.py#L409
from google-research.
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