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zeekay
dda5b2a367
The previous commit was meant to remove .github/workflows and removed every tracked path instead — 892 files, the whole repo. This puts back the 874 that were never in scope; the eighteen workflow files stay gone, for the reasons that commit gives. Content is byte-identical to 9d2aec9 outside .github/workflows.
53 lines
1.5 KiB
Bash
53 lines
1.5 KiB
Bash
#!/bin/bash
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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# Advanced Logging with Anomalib CLI
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# -------------------------------
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# This example shows how to use different logging options.
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# 1. Basic TensorBoard Logging
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echo "Training with TensorBoard logging..."
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anomalib train \
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--model patchcore \
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--trainer.logger tensorboard \
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--trainer.default_root_dir logs/tensorboard
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# 2. Weights & Biases (WandB) Logging
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echo -e "\nTraining with WandB logging..."
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anomalib train \
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--model patchcore \
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--trainer.logger wandb \
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--trainer.logger.project anomalib \
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--trainer.logger.name patchcore_experiment \
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--trainer.default_root_dir logs/wandb
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# 3. MLflow Logging
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echo -e "\nTraining with MLflow logging..."
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anomalib train \
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--model patchcore \
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--trainer.logger mlflow \
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--trainer.logger.experiment_name anomalib \
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--trainer.logger.tracking_uri logs/mlflow
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# 4. Advanced Logging Configuration
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echo -e "\nTraining with advanced logging settings..."
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anomalib train \
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--model patchcore \
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--trainer.logger tensorboard \
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--trainer.logger.save_dir logs \
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--trainer.enable_checkpointing true \
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--trainer.log_every_n_steps 10 \
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--trainer.default_root_dir results
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# 5. Logging with Model Export
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echo -e "\nTraining with logging and model export..."
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anomalib train \
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--model patchcore \
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--trainer.logger tensorboard \
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--trainer.default_root_dir results \
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--trainer.enable_checkpointing true \
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--export.format onnx \
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--export.export_root exported_models
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