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mlaves/coremltools_unet3d_crash.ipynb

Last active October 1, 2023 08:14
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Example of coremltools segfault on larger input sizes.
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coremltools_unet3d_crash.ipynb
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lldb_out.txt
Process 1528 launched: '/Users/laves/miniforge3/envs/py310/bin/python' (arm64)
scikit-learn version 1.3.0 is not supported. Minimum required version: 0.17. Maximum required version: 1.1.2. Disabling scikit-learn conversion API.
TensorFlow version 2.13.0 has not been tested with coremltools. You may run into unexpected errors. TensorFlow 2.12.0 is the most recent version that has been tested.
Torch version 2.0.1 has not been tested with coremltools. You may run into unexpected errors. Torch 2.0.0 is the most recent version that has been tested.
2023-10-01 10:13:19.894994+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.895120+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.895168+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.895234+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.895341+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.895551+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.896695+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.901464+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.908130+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE, N5torch3jit20ScalarAttributeValueINSt3__112basic_stringIcNS2_11char_traitsIcEENS2_9allocatorIcEEEELNS0_13AttributeKindE6EEE.
2023-10-01 10:13:19.917683+0200 python[1528:19252] dynamic_cast error 2: One or more of the following type_info's has hidden visibility or is defined in more than one translation unit. They should all have public visibility. N5torch3jit14AttributeValueE, N5torch3jit20ScalarAttributeValueIxLNS0_13AttributeKindE4EEE, N5torch3jit20ScalarAttributeValueIxLNS0_13AttributeKindE4EEE.
Converting PyTorch Frontend ==> MIL Ops: 100% 239/240 [00:00<00:00, 5977.04 ops/s]
Running MIL frontend_pytorch pipeline: 100% 5/5 [00:00<00:00, 1876.31 passes/s]
Running MIL default pipeline: 100% 63/63 [00:00<00:00, 669.39 passes/s]
Running MIL backend_neuralnetwork pipeline: 100% 9/9 [00:00<00:00, 2604.08 passes/s]
Translating MIL ==> NeuralNetwork Ops: 100% 251/251 [00:01<00:00, 175.94 ops/s]
Process 1528 stopped
* thread #1, queue = 'com.apple.CoreMLBatchProcessingQueue', stop reason = EXC_BAD_ACCESS (code=2, address=0x2c1000000)
frame #0: 0x000000019842150c Espresso`Espresso::conv3d_kernel_cpu::__launch(std::__1::shared_ptr<Espresso::abstract_batch> const&, Espresso::layer_data&, Espresso::layer_data&) + 1524
Espresso`Espresso::conv3d_kernel_cpu::__launch:
-> 0x19842150c <+1524>: str wzr, [x8, w9, sxtw #2]
0x198421510 <+1528>: add w9, w9, #0x1
0x198421514 <+1532>: subs x10, x10, #0x1
0x198421518 <+1536>: b.ne 0x19842150c ; <+1524>
Target 0: (python) stopped.
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