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Update modules.py #151

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8 changes: 1 addition & 7 deletions modules.py
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Original file line number Diff line number Diff line change
Expand Up @@ -114,12 +114,6 @@ def mask(inputs, key_masks=None, type=None):
array([[[ 0.0000000e+00, 0.0000000e+00, -4.2949673e+09],
[ 0.0000000e+00, 0.0000000e+00, -4.2949673e+09]],

[[ 0.0000000e+00, -4.2949673e+09, -4.2949673e+09],
[ 0.0000000e+00, -4.2949673e+09, -4.2949673e+09]],

[[ 0.0000000e+00, 0.0000000e+00, -4.2949673e+09],
[ 0.0000000e+00, 0.0000000e+00, -4.2949673e+09]],

[[ 0.0000000e+00, -4.2949673e+09, -4.2949673e+09],
[ 0.0000000e+00, -4.2949673e+09, -4.2949673e+09]]], dtype=float32)
"""
Expand Down Expand Up @@ -303,4 +297,4 @@ def noam_scheme(init_lr, global_step, warmup_steps=4000.):
until it reaches init_lr.
'''
step = tf.cast(global_step + 1, dtype=tf.float32)
return init_lr * warmup_steps ** 0.5 * tf.minimum(step * warmup_steps ** -1.5, step ** -0.5)
return init_lr * warmup_steps ** 0.5 * tf.minimum(step * warmup_steps ** -1.5, step ** -0.5)