DiffusionConfig

oxirs_embed::diffusion_embeddings

Struct DiffusionConfig 

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pub struct DiffusionConfig {
Show 13 fields
    pub num_timesteps: usize,
    pub beta_schedule: BetaSchedule,
    pub beta_start: f64,
    pub beta_end: f64,
    pub embedding_dim: usize,
    pub hidden_dim: usize,
    pub num_heads: usize,
    pub num_layers: usize,
    pub learning_rate: f64,
    pub use_cfg: bool,
    pub cfg_scale: f64,
    pub conditioning: ConditioningType,
    pub prediction_type: PredictionType,

}
Expand description

Configuration for diffusion-based embeddings

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§num_timesteps: usize

Number of diffusion timesteps

§beta_schedule: BetaSchedule

Beta schedule type

§beta_start: f64

Beta start value

§beta_end: f64

Beta end value

§embedding_dim: usize

Embedding dimension

§hidden_dim: usize

Hidden dimension for U-Net

§num_heads: usize

Number of attention heads

§num_layers: usize

Number of U-Net layers

§learning_rate: f64

Learning rate for diffusion training

§use_cfg: bool

Use classifier-free guidance

§cfg_scale: f64

Classifier-free guidance scale

§conditioning: ConditioningType

Conditioning mechanism

§prediction_type: PredictionType

Noise prediction method

Trait Implementations§

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impl Clone for DiffusionConfig

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fn clone(&self) -> DiffusionConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

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

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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 DiffusionConfig

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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 DiffusionConfig

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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 DiffusionConfig

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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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