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lines changed Original file line number Diff line number Diff line change @@ -28,12 +28,17 @@ A flexible and reusable template for PyTorch-based machine learning experiments.
2828 uv venv
2929 source .venv/bin/activate # On Windows use ` .venv\S cripts\a ctivate`
3030
31- # Install requirements
31+ # Install prerequsites (Recommended)
32+ uv pip install -U torch wandb rich beaupy polars numpy optuna matplotlib scienceplots
33+
34+ # Or sync requirements (caution: this version is optimized for cuda environment)
3235 uv pip sync requirements.txt
36+
3337 # Or using pip: pip install -r requirements.txt
3438 ` ` `
35394. ** (Optional) Login to Weights & Biases:**
3640 ` ` ` bash
41+ # only once per a machine
3742 wandb login
3843 ` ` `
39445. ** Run a Default Experiment:**
@@ -446,4 +451,3 @@ pruner:
4464516. When a trial completes, its final validation loss and `pfl` are considered for inclusion in the `top_k` list.
447452
448453</details>
449-
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