diff options
| -rw-r--r-- | verif/frameworks/test_builder.py | 12 | ||||
| -rwxr-xr-x | verif/frameworks/tosa_verif_framework_generator.py | 7 |
2 files changed, 19 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 diff --git a/verif/frameworks/tosa_verif_framework_generator.py b/verif/frameworks/tosa_verif_framework_generator.py index 4c710bd..5cc764f 100755 --- a/verif/frameworks/tosa_verif_framework_generator.py +++ b/verif/frameworks/tosa_verif_framework_generator.py @@ -140,6 +140,13 @@ TF_OP_LIST = { ), }, }, + "prelu": { + "operands": (1, 0), + "build_fcn": (TBuilder.Prelu, TGen.tgBasic, ArgGen.agNone), + "types": { + "tflite": list(TYPE_F + [QuantType.ALL_U8, QuantType.ALL_I8]), + }, + }, "gelu": { "operands": (1, 0), "build_fcn": (TBuilder.Gelu, TGen.tgBasic, ArgGen.agNone), |