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Config

content_extractor_rl::config

Struct Config 

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pub struct Config {
Show 37 fields
    pub model_path: Option<PathBuf>,
    pub site_profiles_dir: PathBuf,
    pub output_dir: PathBuf,
    pub models_dir: PathBuf,
    pub use_cpu_for_tuning: bool,
    pub algorithm: AlgorithmType,
    pub num_episodes: usize,
    pub batch_size: usize,
    pub learning_rate: f64,
    pub gamma: f64,
    pub epsilon_start: f64,
    pub epsilon_end: f64,
    pub epsilon_decay: f64,
    pub target_update_freq: usize,
    pub max_steps_per_episode: usize,
    pub replay_buffer_size: usize,
    pub priority_alpha: f64,
    pub priority_beta: f64,
    pub min_replay_size: usize,
    pub train_freq: usize,
    pub num_train_steps_per_episode: usize,
    pub max_html_samples: usize,
    pub sample_batch_load_size: usize,
    pub prefetch_samples: bool,
    pub metrics_window: usize,
    pub checkpoint_freq: usize,
    pub log_freq: usize,
    pub state_dim: usize,
    pub num_discrete_actions: usize,
    pub num_continuous_params: usize,
    pub num_candidate_nodes: usize,
    pub ppo_clip_epsilon: f32,
    pub ppo_gae_lambda: f32,
    pub ppo_value_loss_coef: f32,
    pub ppo_entropy_coef: f32,
    pub ppo_epochs: usize,
    pub stopwords: HashSet<String>,

}
Expand description

Configuration for the content extractor rl

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§model_path: Option<PathBuf>§site_profiles_dir: PathBuf§output_dir: PathBuf§models_dir: PathBuf§use_cpu_for_tuning: bool§algorithm: AlgorithmType§num_episodes: usize§batch_size: usize§learning_rate: f64§gamma: f64§epsilon_start: f64§epsilon_end: f64§epsilon_decay: f64§target_update_freq: usize§max_steps_per_episode: usize§replay_buffer_size: usize§priority_alpha: f64§priority_beta: f64§min_replay_size: usize§train_freq: usize§num_train_steps_per_episode: usize§max_html_samples: usize§sample_batch_load_size: usize§prefetch_samples: bool§metrics_window: usize§checkpoint_freq: usize§log_freq: usize§state_dim: usize§num_discrete_actions: usize§num_continuous_params: usize§num_candidate_nodes: usize§ppo_clip_epsilon: f32§ppo_gae_lambda: f32§ppo_value_loss_coef: f32§ppo_entropy_coef: f32§ppo_epochs: usize§stopwords: HashSet<String>

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impl Config

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pub fn with_algorithm(algorithm: AlgorithmType) -> Self

Create config with specific algorithm

PPO recommended configuration

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pub fn dqn_optimized() -> Self

DQN optimized configuration

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pub fn gpu_optimized() -> Self

Create high-performance GPU config

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pub fn from_env() -> Result<Self>

Create config from environment variables

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pub fn setup_directories(&self) -> Result<()>

Setup required directories

Trait Implementations§

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impl Clone for Config

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fn clone(&self) -> Config

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for Config

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for Config

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for Config

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for Config

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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fn borrow_mut(&mut self) -> &mut T

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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