//! Quantized inference optimizations

use crate::error::{Result, TemporalNeuralError};
use nalgebra::DMatrix;

/// INT8 quantizer for inference optimization
pub struct Int8Quantizer {
    initialized: bool,
}

impl Int8Quantizer {
    pub fn new() -> Result<Self> {
        Ok(Self { initialized: true })
    }
}

/// Quantized inference engine
pub struct QuantizedInference {
    quantizer: Int8Quantizer,
}

impl QuantizedInference {
    pub fn new() -> Result<Self> {
        Ok(Self {
            quantizer: Int8Quantizer::new()?,
        })
    }

    pub fn quantize_input(&self, _input: &DMatrix<f64>) -> Result<Vec<i8>> {
        // Placeholder for quantization
        Ok(vec![])
    }
}