Closed komocode closed 5 days ago
Installed: coremltools-8.0 torch-2.4.0 torchvision-0.19.0 ultralytics-8.3.6
Running Sequoia 15.0.1
export.py:
from ultralytics import YOLO model = YOLO("yolo11x.pt") model.export(format="coreml")
Fresh virtual environment. Python 3.12.4
% python export.py Ultralytics 8.3.6 🚀 Python-3.12.4 torch-2.4.0 CPU (Apple M1 Max) YOLO11n summary (fused): 238 layers, 2,616,248 parameters, 0 gradients, 6.5 GFLOPs PyTorch: starting from 'yolo11n.pt' with input shape (1, 3, 640, 640) BCHW and output shape(s) (1, 84, 8400) (5.4 MB) Fail to import BlobReader from libmilstoragepython. No module named 'coremltools.libmilstoragepython' Failed to load _MLModelProxy: No module named 'coremltools.libcoremlpython' Fail to import BlobWriter from libmilstoragepython. No module named 'coremltools.libmilstoragepython' CoreML: starting export with coremltools 8.0... Converting PyTorch Frontend ==> MIL Ops: 100%|██████████████████████████████████████████████████████████████████████████▉| 791/792 [00:00<00:00, 9090.20 ops/s] Running MIL frontend_pytorch pipeline: 100%|███████████████████████████████████████████████████████████████████████████████| 5/5 [00:00<00:00, 163.84 passes/s] Running MIL default pipeline: 100%|██████████████████████████████████████████████████████████████████████████████████████| 88/88 [00:00<00:00, 107.31 passes/s] Running MIL backend_mlprogram pipeline: 100%|████████████████████████████████████████████████████████████████████████████| 12/12 [00:00<00:00, 180.72 passes/s] CoreML: export failure ❌ 4.0s: BlobWriter not loaded Traceback (most recent call last): File "/Users/dcode/Downloads/yolo export/export.py", line 7, in <module> model.export(format="coreml") # creates 'yolo11n.mlpackage' ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/ultralytics/engine/model.py", line 734, in export return Exporter(overrides=args, _callbacks=self.callbacks)(model=self.model) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context return func(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/ultralytics/engine/exporter.py", line 318, in __call__ f[4], _ = self.export_coreml() ^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/ultralytics/engine/exporter.py", line 140, in outer_func raise e File "/Users/dcode/venv2/lib/python3.12/site-packages/ultralytics/engine/exporter.py", line 135, in outer_func f, model = inner_func(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/ultralytics/engine/exporter.py", line 639, in export_coreml ct_model = ct.convert( ^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/coremltools/converters/_converters_entry.py", line 635, in convert mlmodel = mil_convert( ^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/coremltools/converters/mil/converter.py", line 188, in mil_convert return _mil_convert(model, convert_from, convert_to, ConverterRegistry, MLModel, compute_units, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/coremltools/converters/mil/converter.py", line 212, in _mil_convert proto, mil_program = mil_convert_to_proto( ^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/coremltools/converters/mil/converter.py", line 307, in mil_convert_to_proto out = backend_converter(prog, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/coremltools/converters/mil/converter.py", line 130, in __call__ return backend_load(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/coremltools/converters/mil/backend/mil/load.py", line 1070, in load mil_proto = mil_proto_exporter.export() ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/dcode/venv2/lib/python3.12/site-packages/coremltools/converters/mil/backend/mil/load.py", line 503, in export raise RuntimeError("BlobWriter not loaded") RuntimeError: BlobWriter not loaded
This is caused because we don't support Python 3.12 yet.
I'm going to close this as a duplicate to #2129.
Installed: coremltools-8.0 torch-2.4.0 torchvision-0.19.0 ultralytics-8.3.6
Running Sequoia 15.0.1
export.py:
Fresh virtual environment. Python 3.12.4