MLBEDSW-6982: Move to setup.cfg and pyproject.toml
- Move all static information from setup.py to newly added
pyproject.toml
- Add setup.cfg used for static information that cannot be added to
pyproject.toml due to it still being in beta.
- Modify mlw_codec to to throw a real python exception when importing
NumPy arrays instead of just printing them to stdout.
- Surround mlw_codec import with try catch statement to catch NumPy C
API mismatch errors and throw them again with a more detailed message.
- Update README.md with documentation about known issue with changing
used NumPy version after installing ethos-u-vela.
Change-Id: I1eeee5536be7c1744e30d6088f7069fbb1403e06
Signed-off-by: Raul Farkas <raul.farkas@arm.com>
diff --git a/ethosu/vela/weight_compressor.py b/ethosu/vela/weight_compressor.py
index e3e318c..e56cc5e 100644
--- a/ethosu/vela/weight_compressor.py
+++ b/ethosu/vela/weight_compressor.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: Copyright 2020-2022 Arm Limited and/or its affiliates <open-source-office@arm.com>
+# SPDX-FileCopyrightText: Copyright 2020-2023 Arm Limited and/or its affiliates <open-source-office@arm.com>
#
# SPDX-License-Identifier: Apache-2.0
#
@@ -37,7 +37,28 @@
from .tensor import Tensor
from .tensor import TensorFormat
from .tensor import TensorPurpose
-from ethosu import mlw_codec
+
+# Handle any errors thrown by NumPy while importing mlw_codec module
+try:
+ from ethosu import mlw_codec
+except RuntimeError as ex:
+ if "mlw_codec error: module compiled against API version" in str(ex):
+ # Extract API versions from error message
+ matches = [s for s in str(ex).split() if "0x" in s]
+ if len(matches) == 2:
+ # Raise new exception with more detailed message
+ raise ImportError( # pylint: disable=W0707
+ "NumPy C API version mismatch "
+ f"(Build-time version: {matches[0]}, "
+ f"Run-time version: {matches[1]})"
+ "\nThis is a known issue most likely caused by a change in the API "
+ "version in NumPy after installing ethos-u-vela.\nYou can find more "
+ "information about the issue and possible solutions in the "
+ "'Known Issues' section at https://review.mlplatform.org/"
+ "plugins/gitiles/ml/ethos-u/ethos-u-vela/+/refs/heads/main/"
+ "README.md#known-issues"
+ )
+ raise
# Contains meta info for a weight compression. If two tensors have identical weight compression config,