2024-12-03 14:28:39,693 - mmdet - INFO - Exp name: yolox_nano_lite.py
2024-12-03 14:28:39,693 - mmdet - INFO - Epoch(val) [1][107]	bbox_mAP: 0.1130, bbox_mAP_50: 0.2410, bbox_mAP_75: 0.0960, bbox_mAP_s: 0.0020, bbox_mAP_m: 0.0940, bbox_mAP_l: 0.4320, bbox_mAP_copypaste: 0.113 0.241 0.096 0.002 0.094 0.432
/home/zxb/.pyenv/versions/py310/lib/python3.10/site-packages/mmcv/onnx/info.py:20: UserWarning: DeprecationWarning: This function will be deprecated in future. Welcome to use the unified model deployment toolbox MMDeploy: https://github.com/open-mmlab/mmdeploy
  warnings.warn(msg)
/home/zxb/.pyenv/versions/py310/lib/python3.10/site-packages/mmcv/tensorrt/init_plugins.py:51: UserWarning: DeprecationWarning: This function will be deprecated in future. Welcome to use the unified model deployment toolbox MMDeploy: https://github.com/open-mmlab/mmdeploy
  warnings.warn(msg)
/home/zxb/.pyenv/versions/py310/lib/python3.10/site-packages/torch/onnx/symbolic_opset9.py:1248: UserWarning: This model contains a squeeze operation on dimension 1. If the model is intended to be used with dynamic input shapes, please use opset version 11 to export the model.
  warnings.warn(
============== Diagnostic Run torch.onnx.export version 2.0.1+cpu ==============
verbose: False, log level: Level.ERROR
======================= 0 NONE 0 NOTE 0 WARNING 0 ERROR ========================

Successfully exported ONNX model: /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/training/model.onnx
Trained model is at: /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/training

SUCCESS: ModelMaker - Training completed.

INFO:20241203-142844: model import is in progress - please see the log file for status.
configs to run: ['od-8200']
number of configs: 1

INFO:20241203-142844: parallel_run - parallel_processes:1 parallel_devices=[0]
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INFO:20241203-142844: starting process on parallel_device - 0   0%|          || 0/1 [00:00<?, ?it/s]

INFO:20241203-142844: starting - od-8200
INFO:20241203-142844: model_path - /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/training/model.onnx
INFO:20241203-142844: model_file - /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/compilation/AM62A/work/od-8200/model/model.onnx
INFO:20241203-142844: quant_file - /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/compilation/AM62A/work/od-8200/model/model_qparams.prototxt
Downloading 1/1: /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/training/model.onnx
Download done for /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/training/model.onnx
Downloading 1/1: /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/training/model.onnx
Download done for /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/training/model.onnx
Converted model is valid!

INFO:20241203-142844: running - od-8200
INFO:20241203-142844: pipeline_config - {'task_type': 'detection', 'dataset_category': 'coco', 'calibration_dataset': <edgeai_benchmark.datasets.modelmaker_datasets.ModelMakerDetectionDataset object at 0x713fe6162800>, 'input_dataset': <edgeai_benchmark.datasets.modelmaker_datasets.ModelMakerDetectionDataset object at 0x713fe7d34a90>, 'preprocess': <edgeai_benchmark.preprocess.PreProcessTransforms object at 0x713fc90e0820>, 'session': <edgeai_benchmark.sessions.onnxrt_session.ONNXRTSession object at 0x713fc90e0880>, 'postprocess': <edgeai_benchmark.postprocess.PostProcessTransforms object at 0x713fc90e0b50>, 'metric': {'label_offset_pred': 1}, 'model_info': {'metric_reference': {'accuracy_ap[.5:.95]%': None}, 'model_shortlist': 10}}
TASKS                                                       | 100%|██████████|| 1/1 [00:00<00:00,  1.37it/s]



INFO:20241203-142844: model inference is in progress - please see the log file for status.
configs to run: ['od-8200']
number of configs: 1

INFO:20241203-142844: parallel_run - parallel_processes:1 parallel_devices=[0]
TASKS                                                       |          |     0% 0/1| [< ]
INFO:20241203-142844: starting process on parallel_device - 0   0%|          || 0/1 [00:00<?, ?it/s]

INFO:20241203-142844: starting - od-8200
INFO:20241203-142844: model_path - /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/training/model.onnx
INFO:20241203-142844: model_file - /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/compilation/AM62A/work/od-8200/model/model.onnx
INFO:20241203-142844: quant_file - /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/compilation/AM62A/work/od-8200/model/model_qparams.prototxt

INFO:20241203-142844: running - od-8200
INFO:20241203-142844: pipeline_config - {'task_type': 'detection', 'dataset_category': 'coco', 'calibration_dataset': <edgeai_benchmark.datasets.modelmaker_datasets.ModelMakerDetectionDataset object at 0x713fe6162800>, 'input_dataset': <edgeai_benchmark.datasets.modelmaker_datasets.ModelMakerDetectionDataset object at 0x713fe7d34a90>, 'preprocess': <edgeai_benchmark.preprocess.PreProcessTransforms object at 0x713fc90e0820>, 'session': <edgeai_benchmark.sessions.onnxrt_session.ONNXRTSession object at 0x713fc90e0880>, 'postprocess': <edgeai_benchmark.postprocess.PostProcessTransforms object at 0x713fc90e0b50>, 'metric': {'label_offset_pred': 1}, 'model_info': {'metric_reference': {'accuracy_ap[.5:.95]%': None}, 'model_shortlist': 10}}
TASKS                                                       | 100%|██████████|| 1/1 [00:00<00:00,  1.86it/s]


packaging artifacts to /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/compilation/AM62A/pkg please wait...
WARNING:20241203-142845: could not package - /home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/compilation/AM62A/work/od-8200
Traceback (most recent call last):
  File "/home/zxb/Desktop/ti/edgeai-modelmaker/./scripts/run_modelmaker.py", line 141, in <module>
    main(config)
  File "/home/zxb/Desktop/ti/edgeai-modelmaker/./scripts/run_modelmaker.py", line 80, in main
    model_runner.run()
  File "/home/zxb/Desktop/ti/edgeai-modelmaker/edgeai_modelmaker/ai_modules/vision/runner.py", line 187, in run
    self.model_compilation.run()
  File "/home/zxb/Desktop/ti/edgeai-modelmaker/edgeai_modelmaker/ai_modules/vision/compilation/edgeai_benchmark.py", line 269, in run
    edgeai_benchmark.interfaces.package_artifacts(self.settings, self.work_dir, out_dir=self.package_dir, custom_model=True)
  File "/home/zxb/Desktop/ti/edgeai-tidl-tools/examples/edgeai-benchmark/edgeai_benchmark/interfaces/run_package.py", line 271, in package_artifacts
    with open(os.path.join(out_dir,'artifacts.yaml'), 'w') as fp:
FileNotFoundError: [Errno 2] No such file or directory: '/home/zxb/Desktop/ti/edgeai-modelmaker/data/projects/tiscapes2017_driving/run/20241203-142720/yolox_nano_lite/compilation/AM62A/pkg/artifacts.yaml'