TensorLogOps

gllm_kernels::ops::softmax

Struct TensorLogOps

pub struct TensorLogOps;

Expand description

Tensor-based log-space operations for GPU computation.

Implementations§

impl TensorLogOps

pub fn log_sum_exp<B: Backend, const D: usize>( tensor: Tensor<B, D>, dim: usize, ) -> Tensor<B, D>

Compute log(sum(exp(tensor))) along a dimension.

pub fn log_softmax<B: Backend, const D: usize>( tensor: Tensor<B, D>, dim: usize, ) -> Tensor<B, D>

Compute stable softmax in log-space.

pub fn extract_softmax_stats<B: Backend>( tensor: Tensor<B, 4>, dim: usize, ) -> (Tensor<B, 4>, Tensor<B, 4>)

Extract maximum and log-sum-exp from a tensor for online softmax.

Auto Trait Implementations§

impl Freeze for TensorLogOps

impl RefUnwindSafe for TensorLogOps

impl Send for TensorLogOps

impl Sync for TensorLogOps

impl Unpin for TensorLogOps

impl UnwindSafe for TensorLogOps

Blanket Implementations§

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