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author | Jerry Ge <jerry.ge@arm.com> | 2022-07-22 10:29:13 -0700 |
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committer | Eric Kunze <eric.kunze@arm.com> | 2022-08-02 21:22:45 +0000 |
commit | 9391243d1c24d5a4e3c227ba9e3689cdb12d3e60 (patch) | |
tree | 840b0f7be23d0bdad76c41e391536c4551f71bf0 /verif/frameworks/test_builder.py | |
parent | 5a30f9b18665f3f98c43f52519407434df171a4f (diff) | |
download | reference_model-9391243d1c24d5a4e3c227ba9e3689cdb12d3e60.tar.gz |
Added framework tests for Relu1 Operator legalization
Signed-off-by: Jerry Ge <jerry.ge@arm.com>
Change-Id: I36ea46e79a0ce42c2dbe47c816b5b5572058c0f2
Diffstat (limited to 'verif/frameworks/test_builder.py')
-rw-r--r-- | verif/frameworks/test_builder.py | 10 |
1 files changed, 10 insertions, 0 deletions
diff --git a/verif/frameworks/test_builder.py b/verif/frameworks/test_builder.py index a47cf5c..97b9085 100644 --- a/verif/frameworks/test_builder.py +++ b/verif/frameworks/test_builder.py @@ -76,6 +76,16 @@ class TBuilder: def eval(self, a): return tf.nn.relu(a, name=self.result_name) + class Relu1: + def __init__(self, name): + self.result_name = name + + def eval(self, a): + # TF doesn't have relu_n1_to_1 operator, + # use min and max as a workaround + # alternatively, we can use clip_by_value + return tf.math.minimum(1.0, tf.math.maximum(-1.0, a)) + class Relu6: def __init__(self, name): self.result_name = name |