diff --git a/acceleration/interface/unordered_hash.hpp b/acceleration/interface/unordered_hash.hpp
new file mode 100644
index 0000000..479d5a4
--- /dev/null
+++ b/acceleration/interface/unordered_hash.hpp
@@ -0,0 +1,22 @@
+#pragma once
+
+#include <pre_unordered_hash_ispc.h>
+
+namespace detail {
+    size_t unordered_hash_32(uint32_t* data, size_t length, size_t seed);
+}
+
+template <typename T>
+size_t unordered_hash_32(const T* data, size_t length, size_t seed = 0)
+{
+    static_assert(sizeof(T) % sizeof(uint32_t) == 0, "Data type size must be multiple of 4 bytes.");
+    return detail::unordered_hash_32((uint32_t*)data, length, seed);
+}
+
+template <typename Container>
+size_t unordered_hash_32(const Container& container, size_t seed = 0)
+{
+    using T = typename Container::value_type;
+    static_assert(sizeof(T) % sizeof(uint32_t) == 0, "Data type size must be multiple of 4 bytes.");
+    return detail::unordered_hash_32((uint32_t*)container.data(), container.size(), seed);
+}
\ No newline at end of file
diff --git a/acceleration/src/32x4/pre_unordered_hash.ispc b/acceleration/src/32x4/pre_unordered_hash.ispc
new file mode 100644
index 0000000..5bd60a8
--- /dev/null
+++ b/acceleration/src/32x4/pre_unordered_hash.ispc
@@ -0,0 +1,28 @@
+export void pre_unordered_hash_32bit(uniform uint arr[], uniform uint64 length, uniform uint64 out[])
+{
+    const uniform int32 perm1[] = {1, 0, 3, 2};
+    const uniform int32 perm2[] = {0, 4, 4, 4};
+    const uniform int32 perm3[] = {0, 1, 4, 5};
+
+    varying uint64 a = 0, b = 0;
+    varying uint64 c = 1;
+    varying uint64 n = length;
+    foreach (i = 0...length)
+    {
+        varying uint val = arr[i];
+        a += val;
+        b ^= val;
+        c *= (val | 1);
+    }
+
+    a += shuffle(a, perm1[programIndex]);
+    b ^= shuffle(b, perm1[programIndex]);
+    c *= shuffle(c, perm1[programIndex]);
+    a += rotate(a, -2);
+    b ^= rotate(b, -2);
+    c *= rotate(c, -2);
+
+    a = shuffle(a, b, perm2[programIndex]);
+    b = shuffle(c, n, perm2[programIndex]);
+    out[programIndex] = shuffle(a, b, perm3[programIndex]);
+}
\ No newline at end of file
diff --git a/acceleration/src/32x4/sort.ispc b/acceleration/src/32x4/sort.ispc
new file mode 100644
index 0000000..3cbb5a6
--- /dev/null
+++ b/acceleration/src/32x4/sort.ispc
@@ -0,0 +1,30 @@
+export void sort_u32x4(uniform uint arr[])
+{
+    const uniform int32 perm1[] = {2, 3, 0, 1};
+    const uniform int32 perm2[] = {0, 1, 4, 5};
+    const uniform int32 perm3[] = {1, 0, 3, 2};
+    const uniform int32 perm4[] = {0, 4, 2, 6};
+    const uniform int32 perm5[] = {0, 2, 1, 3};
+    const uniform int32 perm6[] = {0, 1, 6, 3};
+
+    varying int32 val = arr[programIndex];
+    varying int32 to_compare = shuffle(val, perm1[programIndex]);
+
+    varying int32 min_val = min(val, to_compare);
+    varying int32 max_val = max(val, to_compare);
+
+    val = shuffle(min_val, max_val, perm2[programIndex]);
+    to_compare = shuffle(val, perm3[programIndex]);
+
+    min_val = min(val, to_compare);
+    max_val = max(val, to_compare);
+
+    val = shuffle(min_val, max_val, perm4[programIndex]);
+    to_compare = shuffle(val, perm5[programIndex]);
+
+    min_val = min(val, to_compare);
+    max_val = max(val, to_compare);
+
+    val = shuffle(min_val, max_val, perm6[programIndex]);
+    arr[programIndex] = val;
+}
\ No newline at end of file
diff --git a/acceleration/src/unordered_hash.cpp b/acceleration/src/unordered_hash.cpp
new file mode 100644
index 0000000..d8d49a8
--- /dev/null
+++ b/acceleration/src/unordered_hash.cpp
@@ -0,0 +1,47 @@
+#include <array>
+
+#include <cstddef>
+#include <unordered_hash.hpp>
+
+namespace detail {
+    static inline size_t rtol_64(size_t val, size_t shift)
+    {
+        return (val >> shift) | (val << (64 - shift));
+    }
+
+    static inline size_t mix_last_64(size_t seed, size_t h)
+    {
+        h *= 0x87c37b91114253d5L;
+        h = rtol_64(h, 31);
+        h *= 0x4cf5ad432745937fL;
+
+        return seed ^ h;
+    }
+
+    static inline size_t mix_64(size_t seed, size_t h)
+    {
+        h = mix_last_64(seed, h);
+        h = rtol_64(h, 27);
+        return h * 5 + 0x52dce729;
+    }
+
+    static inline size_t avalanche_64(size_t h)
+    {
+        h ^= h >> 33;
+        h *= 0xff51afd7ed558ccdL;
+        h ^= h >> 33;
+        h *= 0xc4ceb9fe1a85ec53L;
+        h ^= h >> 33;
+        return h;
+    }
+
+    size_t unordered_hash_32(uint32_t* data, size_t length, size_t seed)
+    {
+        std::array<size_t, 4> intermediate{};
+        ispc::pre_unordered_hash_32bit(data, length, intermediate.data());
+        seed = mix_64(seed, intermediate[0]);
+        seed = mix_64(seed, intermediate[1]);
+        seed = mix_last_64(seed, intermediate[2]);
+        return avalanche_64(seed ^ intermediate[3]);
+    }
+}
\ No newline at end of file
diff --git a/acceleration/xmake.lua b/acceleration/xmake.lua
new file mode 100644
index 0000000..76ddd83
--- /dev/null
+++ b/acceleration/xmake.lua
@@ -0,0 +1,13 @@
+-- for now do not use avx-512 since it performs worse, and may cause instruction error under some cases
+local ispc_target_list = {"sse2-i32x4", 
+                          "sse4.1-i32x4", 
+                          "avx1-i32x4", 
+                          "avx2-i32x4", 
+                          "avx2vnni-i32x4"}
+
+target("cpu_acceleration_32x4")
+    set_kind("static")
+    add_rules("generate.ispc", {header_extension = "_ispc.h", arch = "x86-64", target_list = ispc_target_list})
+    add_includedirs("interface/", {public = true})
+    add_files("src/**.ispc")
+    add_files("src/**.cpp")
\ No newline at end of file
diff --git a/xmake/rules/ispc/xmake.lua b/xmake/rules/ispc/xmake.lua
new file mode 100644
index 0000000..4b753f8
--- /dev/null
+++ b/xmake/rules/ispc/xmake.lua
@@ -0,0 +1,96 @@
+rule("generate.ispc")
+    set_extensions(".ispc")
+
+    on_config(function (target)
+        local headersdir = path.join(target:autogendir(), "rules", "ispc", "headers")
+        os.mkdir(headersdir)
+        target:add("includedirs", headersdir, {public = true})
+    end)
+
+    before_buildcmd_file(function (target, batchcmds, sourcefile_ispc, opt)
+        import("lib.detect.find_tool")
+        local ispc = assert(find_tool("ispc"), "ispc not found!")
+
+        local flags = {}
+        if target:values("ispc.flags") then
+            table.join2(flags, target:values("ispc.flags"))
+        end
+
+        if target:get("symbols") == "debug"  then
+            table.insert(flags, "-g")
+        end
+
+        if target:get("optimize") == "none" then
+            table.insert(flags, "-O0")
+        elseif target:get("optimize") == "fast" then
+            table.insert(flags, "-O2")
+        elseif target:get("optimize") == "faster" or target:get("optimize") == "fastest" then
+            table.insert(flags, "-O3")
+        elseif target:get("optimize") == "smallest" then
+            table.insert(flags, "-O1")
+        end
+
+        if target:get("warnings") == "none" then
+            table.insert(flags, "--woff")
+        elseif target:get("warnings") == "error" then
+            table.insert(flags, "--werror")
+        end
+
+        if not target:is_plat("windows") then
+            table.insert(flags, "--pic")
+        end
+
+        local headersdir = path.join(target:autogendir(), "rules", "ispc", "headers")
+        local objectfile = target:objectfile(sourcefile_ispc)
+        local objectdir = path.directory(objectfile)
+        local headersfile
+        local header_extension = target:extraconf("rules", "generate.ispc", "header_extension")
+        if header_extension then
+            headersfile = path.join(headersdir, path.basename(sourcefile_ispc) .. header_extension)
+        else
+            headersfile = path.join(headersdir, path.filename(sourcefile_ispc) .. ".h")
+        end
+        local arch = target:extraconf("rules", "generate.ispc", "arch")
+        if arch then
+            table.insert(flags, "--arch=" .. arch)
+        end
+        local target_list = target:extraconf("rules", "generate.ispc", "target_list")
+        if target_list then
+            local targets = ""
+            for _, target_item in ipairs(target_list) do
+                targets = targets .. target_item .. ","
+            end
+            table.insert(flags, "--target=" .. targets)
+        end
+
+        table.insert(flags, "-o")
+        table.insert(flags, path(objectfile))
+        table.insert(flags, "-h")
+        table.insert(flags, path(headersfile))
+        table.insert(flags, "-I")
+        table.insert(flags, os.projectdir())
+        table.insert(flags, path(sourcefile_ispc))
+
+        local compile_flags = "ispc "
+        for _, flag in ipairs(flags) do
+            compile_flags = compile_flags .. tostring(flag) .. " "
+        end
+        print("try building ispc file: %s", compile_flags)
+        batchcmds:show_progress(opt.progress, "${color.build.object}compiling.ispc %s", sourcefile_ispc)
+        batchcmds:mkdir(objectdir)
+        batchcmds:vrunv(ispc.program, flags)
+
+        table.insert(target:objectfiles(), objectfile)
+        if table.getn(target_list) > 1 then 
+            for _, target_item in ipairs(target_list) do
+                i, _ = string.find(target_item, "[.-]")
+                obj_suffix = string.sub(target_item, 1, i-1)
+                obj_suffix = string.gsub(obj_suffix, "avx1", "avx")
+                table.insert(target:objectfiles(), target:objectfile(sourcefile_ispc .. "_" .. obj_suffix))
+            end
+        end
+
+        batchcmds:add_depfiles(sourcefile_ispc, headersfile)
+        batchcmds:set_depmtime(os.mtime(objectfile))
+        batchcmds:set_depcache(target:dependfile(objectfile))
+    end)
\ No newline at end of file