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| author | Oscar Andersson <oscar.andersson@arm.com> | 2024-02-29 14:35:58 +0100 |
|---|---|---|
| committer | oscarandersson8218 <oscar.andersson@arm.com> | 2024-03-07 15:54:54 +0100 |
| commit | b90666d9b43f4b5223bb4dcecdbee87b2ad757c2 (patch) | |
| tree | f4f3ce9c1a6af4625f68a21e68139140a4dd2119 /ethosu/vela/tosa_graph_optimiser.py | |
| parent | 9341bf4b8de7b5a4db72281490492f6e32b0c605 (diff) | |
| download | ethos-u-vela-b90666d9b43f4b5223bb4dcecdbee87b2ad757c2.tar.gz | |
TOSA fixes
- Fix TOSA imports
- Handle weights connected to Identity nodes
- Scaling info was missing in Fully Connected
- Disable rescaling fusing for conv-like ops
- Explicit scaling was missing for conv-like ops
- Handle Const->Identity->Transpose chains
- Handle Const->Identity->Reshape chains
Change-Id: I063af1f187b6b56105ccf5e8e8b2eb0d3a39dd3b
Signed-off-by: Oscar Andersson <oscar.andersson@arm.com>
Diffstat (limited to 'ethosu/vela/tosa_graph_optimiser.py')
| -rw-r--r-- | ethosu/vela/tosa_graph_optimiser.py | 8 |
1 files changed, 3 insertions, 5 deletions
diff --git a/ethosu/vela/tosa_graph_optimiser.py b/ethosu/vela/tosa_graph_optimiser.py index c0689373..bcb4aac8 100644 --- a/ethosu/vela/tosa_graph_optimiser.py +++ b/ethosu/vela/tosa_graph_optimiser.py @@ -387,6 +387,8 @@ def rewrite_rescale(op, arch, nng): ifm.quantization.zero_point = input_zp ofm.quantization.zero_point = output_zp + assert per_channel is False, "per_channel rescale not supported" + for s, m in zip(shift, multiplier): # TODO these are the TOSA limitations assert m >= 0 @@ -403,11 +405,7 @@ def rewrite_rescale(op, arch, nng): # Generate Rescale behaviour attached to a compatible NOP avgpool_op = replace_rescale_with_avg_pool(op) avgpool_op.rounding_mode = rounding_mode - - if per_channel: - assert False, "per_channel rescale not supported" - else: - avgpool_op.explicit_scaling = explicit_scaling + avgpool_op.explicit_scaling = explicit_scaling return op |