fix: update pinned dependency versions for RHOAI 3.4 compatibility#134
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adamrdrew wants to merge 1 commit intorh-aiservices-bu:mainfrom
Open
fix: update pinned dependency versions for RHOAI 3.4 compatibility#134adamrdrew wants to merge 1 commit intorh-aiservices-bu:mainfrom
adamrdrew wants to merge 1 commit intorh-aiservices-bu:mainfrom
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The RHOAI 3.4 pypi index no longer carries onnx 1.17.0, onnxruntime
1.19.2, protobuf 5.28.3, boto3 1.35.55, or botocore 1.35.55. tf2onnx
is not in the RHOAI index at all. Since the RHOAI workbench images use
index-url (not extra-index-url), packages not in the index cannot be
installed.
1_experiment_train.ipynb:
- onnx 1.17.0 → 1.20.0
- onnxruntime 1.19.2 → 1.24.4
- Replace tf2onnx conversion with manual ONNX graph construction
using onnx.helper (available in the index). This produces an
identical model — verified on a RHOAI 3.4 TensorFlow workbench.
- Remove protobuf==5.28.3 pin (6.31.1 ships in the image)
2_save_model.ipynb:
- boto3 1.35.55 → 1.42.84
- botocore 1.35.55 → 1.42.84
Tested: all imports and ONNX conversion verified on RHOAI 3.4
TensorFlow notebook image (keras 3.14, tensorflow 2.21.0+redhat).
ONNX model passes onnx.checker and produces identical predictions
to the Keras model via onnxruntime inference.
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The RHOAI 3.4 pypi index no longer carries onnx 1.17.0, onnxruntime 1.19.2, protobuf 5.28.3, boto3 1.35.55, or botocore 1.35.55. Update pins to versions available in the RHOAI 3.4 index. tf2onnx is not in the RHOAI index at all, so install it from PyPI via --extra-index-url.
Tested on a RHOAI 3.4 TensorFlow workbench image — all imports succeed.
1_experiment_train.ipynb:
2_save_model.ipynb: