Struct TPUConfig

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pub struct TPUConfig {
    pub tpu_version: TPUVersion,
    pub num_cores: usize,
    pub enable_xla: bool,
    pub xla_optimization_level: XLAOptimizationLevel,
    pub mixed_precision: bool,
    pub batch_size_per_core: usize,
    pub enable_pod_coordination: bool,
    pub pod_topology: PodTopology,
    pub memory_optimization: TPUMemoryOptimization,
    pub gradient_compression: bool,
    pub prefetch_depth: usize,
    pub experimental_features: bool,
}

Expand description

TPU configuration for optimization

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§tpu_version: TPUVersion

TPU version (v2, v3, v4, v5e)

§num_cores: usize

Number of TPU cores

§enable_xla: bool

Enable XLA compilation

§xla_optimization_level: XLAOptimizationLevel

XLA optimization level

§mixed_precision: bool

Enable mixed precision on TPU

§batch_size_per_core: usize

Batch size per core

§enable_pod_coordination: bool

Enable TPU pod coordination

§pod_topology: PodTopology

Pod topology

§memory_optimization: TPUMemoryOptimization

Memory optimization strategy

§gradient_compression: bool

Enable gradient compression for TPU communication

§prefetch_depth: usize

Prefetch depth for input pipeline

§experimental_features: bool

Enable experimental features

Trait Implementations§

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impl Clone for TPUConfig

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fn clone(&self) -> TPUConfig

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 TPUConfig

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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 TPUConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for TPUConfig

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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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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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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