vllm/csrc/moe/marlin_moe_ops.h
ElizaWszola a091e2da3e
[Kernel] Enable 8-bit weights in Fused Marlin MoE (#8032)
Co-authored-by: Dipika <dipikasikka1@gmail.com>
2024-09-16 09:47:19 -06:00

16 lines
611 B
C

#pragma once
#include <torch/all.h>
#include "core/scalar_type.hpp"
torch::Tensor marlin_gemm_moe(
const torch::Tensor& a, const torch::Tensor& b_q_weights,
const torch::Tensor& sorted_ids, const torch::Tensor& topk_weights,
const torch::Tensor& topk_ids, const torch::Tensor& b_scales,
const torch::Tensor& g_idx, const torch::Tensor& perm,
torch::Tensor& workspace, vllm::ScalarTypeTorchPtr const& b_q_type,
int64_t size_m, int64_t size_n, int64_t size_k, bool is_k_full,
int64_t num_experts, int64_t topk, int64_t moe_block_size,
bool replicate_input, bool apply_weights);