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| author | Louis Verhaard <louis.verhaard@arm.com> | 2021-02-09 16:08:26 +0100 |
|---|---|---|
| committer | Louis Verhaard <louis.verhaard@arm.com> | 2021-02-17 16:29:20 +0100 |
| commit | 1a92f78e14f31f1423824228deb0628b7a9a9071 (patch) | |
| tree | 4e0de9a2e6b5b7d9159b25cbfead4a625c134a3c /ethosu/vela/operation.py | |
| parent | 8d0f4890aa0ceae92a33ebb789701ff644a6fcaa (diff) | |
| download | ethos-u-vela-1a92f78e14f31f1423824228deb0628b7a9a9071.tar.gz | |
MLBEDSW-4022: support PAD followed by pool operator
PAD followed by max/average pool is run on NPU if NPU
padding can be used. Average pool is converted to depthwise.
Change-Id: Icc3652e6d9ecff5ac3dc7d92080313d90c245404
Signed-off-by: Louis Verhaard <louis.verhaard@arm.com>
Diffstat (limited to 'ethosu/vela/operation.py')
| -rw-r--r-- | ethosu/vela/operation.py | 4 |
1 files changed, 4 insertions, 0 deletions
diff --git a/ethosu/vela/operation.py b/ethosu/vela/operation.py index e4d11be5..967d30b2 100644 --- a/ethosu/vela/operation.py +++ b/ethosu/vela/operation.py @@ -25,6 +25,7 @@ from typing import Optional from typing import Tuple from typing import TYPE_CHECKING +from .api import NpuRoundingMode from .errors import VelaError from .numeric_util import full_shape from .shape4d import Shape4D @@ -420,6 +421,7 @@ class Operation: "ofm_shapes", "rescale", "read_offsets", + "rounding_mode", ) def __init__(self, op_type: Op, name: str): @@ -448,6 +450,7 @@ class Operation: # (which overrides the ofm tensor's scale) self.rescale = None self.read_offsets: List[Shape4D] = [None, None] # offset for [ifm, ifm2] + self.rounding_mode: Optional[NpuRoundingMode] = None def clone(self, suffix="_clone"): res = Operation(self.type, self.name + suffix) @@ -464,6 +467,7 @@ class Operation: res.scheduled_pass = self.scheduled_pass res.op_index = None # not relevant as not part of input network res.read_offsets = list(self.read_offsets) + res.rounding_mode = self.rounding_mode return res |