[Feature] Introduce JIT Kernel in sglang (with hicache JIT kernel) (#13453)
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88
python/sglang/jit_kernel/include/sgl_kernel/utils.h
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88
python/sglang/jit_kernel/include/sgl_kernel/utils.h
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#pragma once
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#include <dlpack/dlpack.h>
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#include <concepts>
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#include <ostream>
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#include <source_location>
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#include <sstream>
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#include <utility>
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namespace host {
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struct PanicError : public std::runtime_error {
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public:
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// copy and move constructors
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explicit PanicError(std::string msg) : runtime_error(msg), m_message(std::move(msg)) {}
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auto detail() const -> std::string_view {
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const auto sv = std::string_view{m_message};
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const auto pos = sv.find(": ");
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return pos == std::string_view::npos ? sv : sv.substr(pos + 2);
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}
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private:
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std::string m_message;
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};
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template <typename... Args>
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[[noreturn]]
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inline auto panic(std::source_location location, Args&&... args) -> void {
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std::ostringstream os;
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os << "Runtime check failed at " << location.file_name() << ":" << location.line();
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if constexpr (sizeof...(args) > 0) {
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os << ": ";
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(os << ... << std::forward<Args>(args));
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} else {
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os << " in " << location.function_name();
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}
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throw PanicError(std::move(os).str());
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}
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template <typename... Args>
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struct RuntimeCheck {
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using Loc_t = std::source_location;
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template <typename Cond>
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explicit RuntimeCheck(Cond&& condition, Args&&... args, Loc_t location = Loc_t::current()) {
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if (!condition) {
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[[unlikely]];
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::host::panic(location, std::forward<Args>(args)...);
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}
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}
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};
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template <typename Cond, typename... Args>
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explicit RuntimeCheck(Cond&&, Args&&...) -> RuntimeCheck<Args...>;
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template <std::signed_integral T, std::signed_integral U>
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inline constexpr auto div_ceil(T a, U b) {
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return (a + b - 1) / b;
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}
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template <std::unsigned_integral T, std::unsigned_integral U>
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inline constexpr auto div_ceil(T a, U b) {
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return (a + b - 1) / b;
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}
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inline auto dtype_bytes(DLDataType dtype) -> std::size_t {
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return static_cast<std::size_t>(dtype.bits / 8);
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}
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namespace pointer {
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// we only allow void * pointer arithmetic for safety
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template <typename T, std::integral... U>
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inline auto offset(T* ptr, U... offset) -> void* {
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static_assert(std::is_same_v<T, void>, "Pointer arithmetic is only allowed for void* pointers");
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return static_cast<char*>(ptr) + (... + offset);
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}
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template <typename T, std::integral... U>
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inline auto offset(const T* ptr, U... offset) -> const void* {
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static_assert(std::is_same_v<T, void>, "Pointer arithmetic is only allowed for void* pointers");
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return static_cast<const char*>(ptr) + (... + offset);
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}
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} // namespace pointer
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} // namespace host
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