cuda_rust_wasm::neural_integration::cuda_kernels

Struct OptimizedKernels

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pub struct OptimizedKernels;
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Collection of optimized CUDA kernels for neural operations

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impl OptimizedKernels

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pub fn matrix_multiply_kernel( rows_a: usize, cols_a: usize, cols_b: usize, ) -> &'static str

Get optimized matrix multiplication kernel

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pub fn vector_operations_kernel() -> &'static str

Get optimized vector operations kernel

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pub fn activation_functions_kernel() -> &'static str

Get optimized activation functions kernel

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pub fn convolution_kernel() -> &'static str

Get optimized convolution kernel

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pub fn forward_propagation_kernel() -> &'static str

Get optimized forward propagation kernel

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pub fn backward_propagation_kernel() -> &'static str

Get optimized backward propagation kernel

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pub fn reduction_operations_kernel() -> &'static str

Get optimized reduction operations kernel

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pub fn get_activation_kernel( function: ActivationFunction, ) -> NeuralResult<String>

Get kernel for specific activation function

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pub fn get_combined_kernels() -> &'static str

Get all kernels as a single compilation unit

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