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TensorOptimizer

oxirs_chat::memory_optimization::tensor_ops

Struct TensorOptimizer 

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pub struct TensorOptimizer { /* private fields */ }
Expand description

Tensor optimizer for memory efficiency

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impl TensorOptimizer

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pub fn new(use_low_precision: bool) -> Self

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pub fn with_quantization(self) -> Self

Enable quantization for even more memory savings

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pub fn with_sparse_threshold(self, threshold: f32) -> Self

Set sparsity threshold (0.0 to 1.0)

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pub fn optimize(&self, tensor: &[f32]) -> Result<MemoryEfficientTensor>

Optimize tensor representation

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pub fn memory_savings( &self, original: &[f32], optimized: &MemoryEfficientTensor, ) -> f64

Calculate memory savings

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