pub fn moe_topk_sqrtsoftplus(
gpu: &dyn GpuBackend,
kernel: KernelHandle,
gate_logits: DevicePtr,
bias: DevicePtr,
expert_indices: DevicePtr,
expert_weights: DevicePtr,
num_experts: u32,
top_k: u32,
normalize: bool,
scaling_factor: f32,
stream: u64,
) -> Result<()>Expand description
GPU-side MoE top-K sqrtsoftplus routing (DeepSeek-V4).
Uses sqrtsoftplus scoring (not sigmoid/softmax). Bias affects expert selection only, not their weights. Weights come from pre-bias sqrtsoftplus scores.
Kernel: moe_topk_sqrtsoftplus(gate_logits, bias, expert_indices, expert_weights, num_experts, top_k, normalize, scaling_factor)
Grid: (1, 1, 1) Block: (256, 1, 1)