ultralytics 8.2.87 Ray shutdown() workers after tuning (#15976)
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3 changed files with 9 additions and 4 deletions
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@ -202,7 +202,7 @@ def test_workflow():
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model.train(data="coco8.yaml", epochs=1, imgsz=32, optimizer="SGD")
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model.train(data="coco8.yaml", epochs=1, imgsz=32, optimizer="SGD")
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model.val(imgsz=32)
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model.val(imgsz=32)
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model.predict(SOURCE, imgsz=32)
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model.predict(SOURCE, imgsz=32)
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model.export(format="onnx")
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model.export(format="torchscript")
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def test_predict_callback_and_setup():
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def test_predict_callback_and_setup():
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@ -1,6 +1,6 @@
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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# Ultralytics YOLO 🚀, AGPL-3.0 license
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__version__ = "8.2.86"
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__version__ = "8.2.87"
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import os
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import os
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@ -143,5 +143,10 @@ def run_ray_tune(
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# Run the hyperparameter search
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# Run the hyperparameter search
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tuner.fit()
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tuner.fit()
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# Return the results of the hyperparameter search
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# Get the results of the hyperparameter search
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return tuner.get_results()
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results = tuner.get_results()
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# Shut down Ray to clean up workers
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ray.shutdown()
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return results
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