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authorTatWai Chong <tatwai.chong@arm.com>2022-11-03 21:44:32 +0000
committerEric Kunze <eric.kunze@arm.com>2022-11-11 23:56:46 +0000
commit41a04feacf0fecc14b1d0c50c39a1dc3e3710c4d (patch)
tree328263a180a4be0564f498cade694b8b6f3568c9 /verif/frameworks/test_builder.py
parent24dbc420aae556649f50e645bd94489dab2cc75a (diff)
downloadreference_model-41a04feacf0fecc14b1d0c50c39a1dc3e3710c4d.tar.gz
Add framework test for tfl.prelu
Signed-off-by: TatWai Chong <tatwai.chong@arm.com> Change-Id: Ib894e50f4b869a3f4936885704995a417ea25eef
Diffstat (limited to 'verif/frameworks/test_builder.py')
-rw-r--r--verif/frameworks/test_builder.py12
1 files changed, 12 insertions, 0 deletions
diff --git a/verif/frameworks/test_builder.py b/verif/frameworks/test_builder.py
index cd7831d..b282287 100644
--- a/verif/frameworks/test_builder.py
+++ b/verif/frameworks/test_builder.py
@@ -101,6 +101,18 @@ class TBuilder:
def eval(self, a):
return tf.nn.leaky_relu(a, alpha=self.alpha, name=self.result_name)
+ class Prelu:
+ def __init__(self, name):
+ self.result_name = name
+ self.prelu = tf.keras.layers.PReLU(
+ alpha_initializer=tf.keras.initializers.RandomNormal(
+ mean=0.0, stddev=1.0
+ )
+ )
+
+ def eval(self, a):
+ return self.prelu(a)
+
class Gelu:
def __init__(self, name):
self.result_name = name