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-rw-r--r--ethosu/vela/numeric_util.py6
1 files changed, 5 insertions, 1 deletions
diff --git a/ethosu/vela/numeric_util.py b/ethosu/vela/numeric_util.py
index 4ebef8e5..3d26444a 100644
--- a/ethosu/vela/numeric_util.py
+++ b/ethosu/vela/numeric_util.py
@@ -77,13 +77,17 @@ def clamp_tanh(x):
return y
+def sigmoid(x):
+ return 1 / (1 + math.exp(-x))
+
+
def clamp_sigmoid(x):
if x <= -8:
y = 0.0
elif x >= 8:
y = 1.0
else:
- y = 1 / (1 + math.exp(-x))
+ y = sigmoid(x)
return y