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Bugs Detected by OPERA

We provided the confirmed/Fixed bugs detected by OPERA in the following tables. As of the statistical time, a total of 102 bugs have been confirmed or fixed.

SUT #Bugs Frontend Symptom Link
TVM 1 PyTorch Crash https://github.com/apache/tvm/issues/14794, https://github.com/apache/tvm/pull/14837
TVM 1 PyTorch Inconsistency apache/tvm#14796
TVM 1 PyTorch Inconsistency https://github.com/apache/tvm/issues/14926, https://github.com/apache/tvm/pull/14963/files
TVM 1 PyTorch Crash apache/tvm#14925
TVM 1 PyTorch Crash apache/tvm#14885
TVM 1 PyTorch Inconsistency https://github.com/apache/tvm/issues/14805, https://github.com/apache/tvm/pull/14820/files
TVM 1 PyTorch Crash https://github.com/apache/tvm/issues/15004, https://github.com/apache/tvm/pull/15386
TVM 1 PyTorch Crash apache/tvm#15016
TVM 1 PyTorch Inconsistency apache/tvm#14821
TVM 1 PyTorch Crash https://github.com/apache/tvm/issues/15282, https://github.com/apache/tvm/pull/15683
TVM 1 ONNX Crash apache/tvm#14636
TVM 1 ONNX Crash https://github.com/apache/tvm/issues/14661, https://github.com/apache/tvm/pull/14740
TVM 1 Keras Crash apache/tvm#14707
TVM 1 Keras Crash apache/tvm#15160
TVM 1 Keras Inconsistency apache/tvm#14742
TVM 1 Keras Inconsistency apache/tvm#14824
TVM 2 Keras Crash https://github.com/apache/tvm/issues/14868, https://github.com/apache/tvm/pull/15723
TVM 2 Keras Crash apache/tvm#14869
TVM 1 Keras Inconsistency apache/tvm#15053
TVM 2 Keras Inconsistency apache/tvm#15060
TVM 1 Keras Crash apache/tvm#15082
TVM 1 Keras Crash apache/tvm#15107
TVM 1 Keras Inconsistency apache/tvm#15122
TVM 1 Keras Crash apache/tvm#15124
TVM 1 Keras Crash apache/tvm#15175
TVM 1 Keras Inconsistency https://github.com/apache/tvm/issues/15176, https://github.com/apache/tvm/pull/15261
TVM 1 Keras Crash apache/tvm#15337
TVM 1 Keras Crash apache/tvm#15335
TVM 1 Keras Crash apache/tvm#15334
TVM 3 Keras Crash apache/tvm#15334
TVM 1 ONNX Crash apache/tvm#14614
TVM 1 ONNX Crash apache/tvm#14621
TVM 1 ONNX Crash apache/tvm#14638
TVM 1 ONNX Crash apache/tvm#14647
TVM 1 ONNX Crash apache/tvm#14652
TVM 1 Keras Crash https://discuss.tvm.apache.org/t/keras-frontend-tvm-error-opattributeinvalid-input-shape-1-2-2-is-not-valid-for-operator-dense/14818/1
TVM 1 Keras Crash apache/tvm#14745
TVM 1 Keras Inconsistency apache/tvm#15338
TVM 1 Keras Crash report it by email due to security
TensorRT 1 ONNX Crash NVIDIA/TensorRT#3429
TensorRT 1 ONNX Inconsistency NVIDIA/TensorRT#3462
TensorRT 1 ONNX Inconsistency NVIDIA/TensorRT#3464
TensorRT 1 ONNX Inconsistency NVIDIA/TensorRT#3465
TensorRT 1 ONNX Inconsistency NVIDIA/TensorRT#3466
TensorRT 1 ONNX Inconsistency NVIDIA/TensorRT#3467
TensorRT 1 PyTorch Crash NVIDIA-AI-IOT/torch2trt#888
TensorRT 1 PyTorch Crash NVIDIA-AI-IOT/torch2trt#897
TensorRT 1 PyTorch Crash NVIDIA-AI-IOT/torch2trt#895
TensorRT 3 PyTorch Inconsistency NVIDIA/TensorRT#3503
TensorRT 2 PyTorch Crash NVIDIA-AI-IOT/torch2trt#895
TensorRT 1 ONNX Crash NVIDIA/TensorRT#3425
TensorRT 1 ONNX Crash NVIDIA/TensorRT#3515
TensorRT 1 ONNX Inconsistency NVIDIA/TensorRT#3461
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#20731
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#20907
OpenVINO 1 PyTorch Inconsistency openvinotoolkit/openvino#21044
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#20350
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#21066
OpenVINO 2 PyTorch Crash openvinotoolkit/openvino#21071
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#20907
OpenVINO 1 PyTorch Inconsistency openvinotoolkit/openvino#23526
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#23528
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#23538
OpenVINO 1 ONNX Crash openvinotoolkit/openvino#21024
OpenVINO 1 ONNX Crash openvinotoolkit/openvino#21172
OpenVINO 1 ONNX Crash openvinotoolkit/openvino#21178
OpenVINO 1 Keras Crash openvinotoolkit/openvino#20822
OpenVINO 1 Keras Crash openvinotoolkit/openvino#20811
OpenVINO 2 Keras Inconsistency https://github.com/openvinotoolkit/openvino/issues/20815,https://github.com/openvinotoolkit/openvino/pull/21439,https://github.com/openvinotoolkit/openvino/pull/25217
OpenVINO 1 Keras Crash openvinotoolkit/openvino#20838
OpenVINO 1 Keras Crash openvinotoolkit/openvino#20839
OpenVINO 1 Keras Crash openvinotoolkit/openvino#21247
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#20668
OpenVINO 1 PyTorch Inconsistency openvinotoolkit/openvino#20738
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#21040
OpenVINO 1 PyTorch Inconsistency openvinotoolkit/openvino#20721
OpenVINO 2 PyTorch Crash openvinotoolkit/openvino#21052
OpenVINO 2 PyTorch Crash openvinotoolkit/openvino#21067
OpenVINO 1 PyTorch Crash openvinotoolkit/openvino#21068
OpenVINO 1 ONNX Inconsistency openvinotoolkit/openvino#20848
OpenVINO 1 ONNX Inconsistency openvinotoolkit/openvino#20872
OpenVINO 1 ONNX Inconsistency openvinotoolkit/openvino#20879
OpenVINO 1 ONNX Inconsistency openvinotoolkit/openvino#20976
OpenVINO 1 ONNX Inconsistency openvinotoolkit/openvino#20977
OpenVINO 1 ONNX Crash openvinotoolkit/openvino#21174
OpenVINO 1 ONNX Crash openvinotoolkit/openvino#21175
OpenVINO 1 ONNX Crash openvinotoolkit/openvino#21177
OpenVINO 1 ONNX Crash openvinotoolkit/openvino#21615
OpenVINO 1 Keras Inconsistency openvinotoolkit/openvino#20821
OpenVINO 1 Keras Inconsistency report it by email due to security