MLBEDSW-6686: Resize bilinear HPC with tile padding
- Added support for Resize Bilinear with half pixel centers for int8 and
uint8.
- Utilizes the new "TILE" padding mode.
- Utilizes ofm stride multipliers and modified tile base offsets to
write OFMs interleaved.
Signed-off-by: Rickard Bolin <rickard.bolin@arm.com>
Change-Id: I37fa77c022a368f05fda0ead75d8696c9205f833
diff --git a/ethosu/vela/graph_optimiser_util.py b/ethosu/vela/graph_optimiser_util.py
index 5e7e112..b33851a 100644
--- a/ethosu/vela/graph_optimiser_util.py
+++ b/ethosu/vela/graph_optimiser_util.py
@@ -1,4 +1,4 @@
-# Copyright (C) 2021 Arm Limited or its affiliates. All rights reserved.
+# Copyright (C) 2021-2022 Arm Limited or its affiliates. All rights reserved.
#
# SPDX-License-Identifier: Apache-2.0
#
@@ -111,6 +111,12 @@
if _avoid_nhcwb16_for_shapes(tens):
return
+ # Resize bilinear half pixel center implementation requires OFM with linear format to
+ # allow stride modification in H/W dimensions.
+ for op in tens.ops:
+ if op.original_type == Op.ResizeBilinear and op.type == Op.DepthwiseConv2DBias:
+ return
+
for op in tens.consumer_list:
if op.type == Op.ReduceSum and (
tens.dtype == DataType.int32 or arch.accelerator_config == Accelerator.Ethos_U65_512