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| author | Jacob Bohlin <jacob.bohlin@arm.com> | 2020-11-02 14:56:29 +0100 |
|---|---|---|
| committer | patrik.gustavsson <patrik.gustavsson@arm.com> | 2020-11-04 08:44:38 +0000 |
| commit | 37ce38c208601c6a7901d2dc266ed7db6842405b (patch) | |
| tree | 8779443b39edf6c8dd6c0f40c13f6f46ffa389b7 | |
| parent | 268394d797db60d07eeace05a2c57e927da0ea15 (diff) | |
| download | ethos-u-vela-37ce38c208601c6a7901d2dc266ed7db6842405b.tar.gz | |
MLBEDSW-3275: Added infinity check for Relu scaling values
Added a supported_operators check for Relu activation functions. If the
scaling value overflows to infinity, it will be placed on the CPU.
Signed-off-by: Jacob Bohlin <jacob.bohlin@arm.com>
Change-Id: I66b7bec062599609aadcbb7531caebbc45a7451f
Signed-off-by: Jacob Bohlin <jacob.bohlin@arm.com>
| -rw-r--r-- | ethosu/vela/supported_operators.py | 6 |
1 files changed, 6 insertions, 0 deletions
diff --git a/ethosu/vela/supported_operators.py b/ethosu/vela/supported_operators.py index dfb7bc7..24c7291 100644 --- a/ethosu/vela/supported_operators.py +++ b/ethosu/vela/supported_operators.py @@ -774,6 +774,12 @@ class SupportedOperators: print("Warning:", op.type, "input shape differs from output shape, placing on CPU") return False + elif op.type.is_relu_op(): + ifm_tensor, ofm_tensor = op.get_ifm_ofm() + if np.isinf(ifm_tensor.quantization.scale_f32 / ofm_tensor.quantization.scale_f32): + print("Warning:", op.type, "has an infinite scale value, placing on CPU") + return False + return True @classmethod |