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  ## Experiments
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  Training parameters can be configured in `cfg/exp/default.yaml`. Here are some descriptions
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- - `num_kept_effects={min, max}` range of <b> Kept </b> effects to apply to each file. Inclusive.
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- - `num_removed_effects={min, max}` range of <b> Removed </b> effects to apply to each file. Inclusive.
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  - `model={model}` architecture to use (see 'Models')
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- - `effects_to_keek={effect}` Effects to apply but not remove (see 'Effects')
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- - `effects_to_remove={effect}` Effects to remove (see 'Effects')
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  - `accelerator=null/'gpu'` Use GPU (1 device) (default: null)
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  - `render_files=True/False` Render files. Disable to skip rendering stage (default: True)
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  - `render_root={path/to/dir}`. Root directory to render files to (default: DATASET_ROOT)
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  These can also be specified on the command line.
 
 
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  ## Models
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  - `umx`
 
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  ## Experiments
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  Training parameters can be configured in `cfg/exp/default.yaml`. Here are some descriptions
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+ - `num_kept_effects={[min, max]}` range of <b> Kept </b> effects to apply to each file. Inclusive.
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+ - `num_removed_effects={[min, max]}` range of <b> Removed </b> effects to apply to each file. Inclusive.
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  - `model={model}` architecture to use (see 'Models')
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+ - `effects_to_keep={[effect]}` Effects to apply but not remove (see 'Effects')
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+ - `effects_to_remove={[effect]}` Effects to remove (see 'Effects')
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  - `accelerator=null/'gpu'` Use GPU (1 device) (default: null)
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  - `render_files=True/False` Render files. Disable to skip rendering stage (default: True)
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  - `render_root={path/to/dir}`. Root directory to render files to (default: DATASET_ROOT)
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  These can also be specified on the command line.
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+ see `cfg/exp/default.yaml` for an example.
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+
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  ## Models
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  - `umx`