diff options
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/high_level_command_to_npu_op.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/high_level_command_to_npu_op.py')
-rw-r--r-- | ethosu/vela/high_level_command_to_npu_op.py | 6 |
1 files changed, 6 insertions, 0 deletions
diff --git a/ethosu/vela/high_level_command_to_npu_op.py b/ethosu/vela/high_level_command_to_npu_op.py index f8c9de36..c5d06465 100644 --- a/ethosu/vela/high_level_command_to_npu_op.py +++ b/ethosu/vela/high_level_command_to_npu_op.py @@ -204,6 +204,8 @@ def use_zero_point_0(ps, tens: Tensor, is_ifm_tensor: bool) -> bool: return True if ps.primary_op.type not in (Op.AvgPool, Op.ResizeBilinear, Op.CLZ, Op.SHL): return False + if ps.primary_op.type == Op.AvgPool and ps.primary_op.explicit_scaling: + return False fused_quantize = any(op.type == Op.Quantize for op in ps.ops) forced_ofm_quantization = ps.primary_op.forced_output_quantization use_0 = ( @@ -413,6 +415,10 @@ def create_npu_pool_op(cmd: NpuStripe, arch: ArchitectureFeatures) -> NpuPooling set_common_op_fields(npu_op, cmd, arch) # Pooling specific info npu_op.rescale = op.rescale + if op.explicit_scaling: + # Note: reuse of rescale for explicit scaling to not expose this in the external API + assert npu_op.rescale is None + npu_op.rescale = op.explicit_scaling return npu_op |