aphrodite-engine/kernels/cache.cpp

#include <cstdint>
#include <torch/extension.h>
#include <map>
#include <vector>

void swap_blocks(
    torch::Tensor& src,
    torch::Tensor& dst,
    const std::map<int64_t, int64_t>& block_mapping);

void copy_blocks(
    std::vector<torch::Tensor>& key_caches,
    std::vector<torch::Tensor>& value_caches,
    const std::map<int64_t, std::vector<int64_t>>& block_mapping);

void reshape_and_cache(
    torch::Tensor& key,
    torch::Tensor& value,
    torch::Tensor& key_cache,
    torch::Tensor& value_cache,
    torch::Tensor& slot_mapping);

void gather_cached_kv(
    torch::Tensor& key,
    torch::Tensor& value,
    torch::Tensor& key_cache,
    torch::Tensor& value_cache,
    torch::Tensor& slot_mapping);

PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) {
    m.def(
        "swap_blocks",
        &swap_blocks,
        "Swap in (out) the cache blocks from src to dst");
    m.def(
        "copy_blocks",
        &copy_blocks,
        "Copy the cache blocks from src to dst");
    m.def(
        "reshape_and_cache",
        &reshape_and_cache,
        "Reshape the key and value tensors and cache them");
    m.def(
        "gather_cached_kv",
        &gather_cached_kv,
        "Gather key and value from the cache into contiguous KV tensors");
}