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| author | Patrik Gustavsson <patrik.gustavsson@arm.com> | 2021-08-17 14:26:38 +0200 |
|---|---|---|
| committer | Patrik Gustavsson <patrik.gustavsson@arm.com> | 2021-09-03 13:33:01 +0200 |
| commit | c74682cfd27eb2c203ce4486e712916c45da9881 (patch) | |
| tree | 82ff1cefd0ce06d6072f0b1231802e7afa803b1a /ethosu/vela/tosa_supported_operators.py | |
| parent | 5e5a7847b8fc1eb261c7561f44585d2f6b524df3 (diff) | |
| download | ethos-u-vela-c74682cfd27eb2c203ce4486e712916c45da9881.tar.gz | |
TOSA: Support for AVGPOOL, MAXPOOL and CONV2D
Added support for
-AVGPOOL and CONV2D with TFLite correspondence
-MAXPOOL
-additional support for replacing RESCALE ops with avgpool.
No support for breaking down tensors over the
size supported by NPU.
Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com>
Change-Id: I1d2aa50ac30a26283b3e6f1fe88cba1544b7c189
Diffstat (limited to 'ethosu/vela/tosa_supported_operators.py')
| -rw-r--r-- | ethosu/vela/tosa_supported_operators.py | 6 |
1 files changed, 5 insertions, 1 deletions
diff --git a/ethosu/vela/tosa_supported_operators.py b/ethosu/vela/tosa_supported_operators.py index 51f80ebd..3b0e6b39 100644 --- a/ethosu/vela/tosa_supported_operators.py +++ b/ethosu/vela/tosa_supported_operators.py @@ -29,7 +29,11 @@ class TosaSupportedOperators: # Categorised lists of supported operators convolution_ops = set((Op.Conv2DBias,)) convolution_like_ops = convolution_ops - mac_main_ops = convolution_like_ops + max_pooling_ops = Op.op_set(Op.is_maxpool_op) + avg_pooling_ops = Op.op_set(Op.is_avgpool_op) + pooling_ops = set((Op.ReduceSum,)) | max_pooling_ops | avg_pooling_ops + + mac_main_ops = convolution_like_ops | pooling_ops type_conversion_ops = set((Op.Rescale,)) relu_ops = set((Op.Clamp, Op.ReluN,)) |