From 473eb38f101e2227797ee316a3d0423fb7a247d5 Mon Sep 17 00:00:00 2001 From: TatWai Chong Date: Tue, 2 Aug 2022 04:21:30 +0000 Subject: Add generator functions to support TFL gelu Change-Id: I1056f4a3abe9079381fb2c7d02edf11312aba9d6 Signed-off-by: TatWai Chong --- verif/frameworks/test_builder.py | 7 +++++++ verif/frameworks/tosa_verif_framework_generator.py | 13 +++++++++++++ 2 files changed, 20 insertions(+) diff --git a/verif/frameworks/test_builder.py b/verif/frameworks/test_builder.py index 8677559..84e4d46 100644 --- a/verif/frameworks/test_builder.py +++ b/verif/frameworks/test_builder.py @@ -101,6 +101,13 @@ class TBuilder: def eval(self, a): return tf.nn.leaky_relu(a, alpha=self.alpha, name=self.result_name) + class Gelu: + def __init__(self, name): + self.result_name = name + + def eval(self, a): + return tf.nn.gelu(a, name=self.result_name) + class Concat: def __init__(self, axis, name): self.axis = axis diff --git a/verif/frameworks/tosa_verif_framework_generator.py b/verif/frameworks/tosa_verif_framework_generator.py index 4167227..097fe1f 100755 --- a/verif/frameworks/tosa_verif_framework_generator.py +++ b/verif/frameworks/tosa_verif_framework_generator.py @@ -139,6 +139,19 @@ TF_OP_LIST = { ), }, }, + "gelu": { + "operands": (1, 0), + "build_fcn": (TBuilder.Gelu, TGen.tgBasic, ArgGen.agNone), + "types": { + # Need compiler support for tf.Erf. + # "tf": TYPE_F, + "tflite": list( + # Only float32, int8 and uint8 supported currently + TYPE_F + + [QuantType.ALL_U8, QuantType.ALL_I8] + ), + }, + }, "concat": { "operands": (2, 0), "build_fcn": (TBuilder.Concat, TGen.tgBasic, ArgGen.agAxes), -- cgit v1.2.1