Error Codes

Smart Labeling

Error Type Code

Smart labeling failed

DL-W0401

DL-W0401

Cause:

  1. Insufficient GPU memory. The GPU should have more than 6 GB of available memory.

  2. Missing or outdated NVIDIA GPU driver.

Solution:

  1. Free up GPU memory and then restart Mech-DLK to label again.

  2. Use NVIDIA GPU driver version 472.50 or above.

Model Training

Error Type Code

Training failed

DL-E0101

DL-E0102

DL-E0103

DL-E0104

DL-E0101

Cause: Insufficient CUDA memory.

Solution: Instance Segmentation requires a GPU with a memory of at least 6 GB. Defect Segmentation requires a GPU with a memory of at least 4 GB. Free up GPU memory and restart training.

DL-E0102

Cause: Insufficient GPU memory for training.

Solution: Close some processes and restart training.

DL-E0103

Cause: Insufficient memory for training.

Solution: Close some processes and restart training.

DL-E0104

Cause:

  1. The labels on the image are too small.

  2. The ROI settings are inappropriate.

Solution:

  1. Check if incorrect labels exist. Click here to view how to label images.

  2. If all labels are correct, in the Training tab, click Parameter Settings  Training parameters, and appropriately increase the Input image size.

  3. Adjust the ROI. The ROI should select the object in the image and avoid irrelevant background.

Model Validation

Error Type Code

Validation failed

DL-W0201

DL-W0202

DL-W0201

Cause:

  • For models that use GPU for inference:

    1. Insufficient GPU memory.

    2. Outdated version of the NVIDIA driver.

  • For models that use CPU for inference: Insufficient CPU memory.

Solution:

  • For models that use GPU for inference:

    1. Free up GPU memory and then restart Mech-DLK to restart validation.

    2. Use NVIDIA GPU driver version 472.50 or above.

  • For models that use CPU for inference: Free up memory and then restart Mech-DLK to restart validation. In the installation directory of Mech-DLK, open the dl_sdk_log folder, and view the log from the corresponding time for troubleshooting.

DL-W0202

Cause:

  1. Compatibility issues.

  2. Insufficient GPU memory.

  3. Outdated version of the NVIDIA driver.

Solution:

  1. In the menu bar, click Settings, and enable Developer mode. In the Training tab, click Parameter Settings  Model finetuning, and enable Finetune. Then, train the model again and validate the model.

  2. Free up GPU memory and then restart Mech-DLK to restart validation.

  3. Use NVIDIA GPU driver version 472.50 or above.

Model Export

Error Type Code

Model export failed

DL-W0301

DL-W0302

DL-W0301

Cause:

  1. The software installation path is too long.

  2. Compatibility issues.

  3. Python environment conflict.

Solution:

  1. Change the installation path. Ensure the path length does not exceed 256 characters.

  2. In the menu bar, click Settings, and enable Developer mode. In the Training tab, click Parameter Settings  Model finetuning, and enable Finetune. Then, train the model again and export the model.

  3. Uninstall the Python environments and then try exporting again.

DL-W0302

Cause:

  1. Compatibility issues.

  2. Insufficient GPU memory.

  3. Outdated version of the NVIDIA driver.

Solution:

  1. In the menu bar, click Settings, and enable Developer mode. In the Training tab, click Parameter Settings  Model finetuning, and enable Finetune. Then, train the model again and export the model.

  2. Free up GPU memory and then restart Mech-DLK to restart exporting.

  3. Use NVIDIA GPU driver version 472.50 or above.

Operation Mode

Error Type Code

Model loading failed

DL-W0303

DL-W0303

Cause:

  • For models that use GPU for inference:

    1. Insufficient GPU memory.

    2. Outdated version of the NVIDIA driver.

  • For models that use CPU for inference: Insufficient CPU memory.

Solution:

  • For models that use GPU for inference:

    1. Free up GPU memory and then restart Mech-DLK to restart validation.

    2. Use NVIDIA GPU driver version 472.50 or above.

  • For models that use CPU for inference: Free up memory and then restart Mech-DLK to restart validation. In the installation directory of Mech-DLK, open the dl_sdk_log folder, and view the log from the corresponding time for troubleshooting.

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