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MemoryOptimizationConfig

trustformers_optim::enhanced_distributed_training

Struct MemoryOptimizationConfig 

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pub struct MemoryOptimizationConfig {
    pub gradient_checkpointing: bool,
    pub cpu_offloading: bool,
    pub memory_pool_size_gb: f32,
    pub auto_gc: bool,
    pub memory_threshold: f32,
}
Expand description

Memory optimization configuration

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§gradient_checkpointing: bool

Enable gradient checkpointing

§cpu_offloading: bool

Enable offloading to CPU memory

§memory_pool_size_gb: f32

Memory pool size for efficient allocation

§auto_gc: bool

Enable automatic garbage collection

§memory_threshold: f32

Memory usage threshold for triggering optimizations

Trait Implementations§

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impl Clone for MemoryOptimizationConfig

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fn clone(&self) -> MemoryOptimizationConfig

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 MemoryOptimizationConfig

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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 MemoryOptimizationConfig

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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 MemoryOptimizationConfig

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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 MemoryOptimizationConfig

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

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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where T: Serialize + for<'de> Deserialize<'de>,

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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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