mirror of
https://github.com/NVIDIA/TensorRT-LLM.git
synced 2026-01-13 22:18:36 +08:00
237 lines
5.6 KiB
C++
237 lines
5.6 KiB
C++
/*
|
|
* Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
|
|
*
|
|
* Licensed under the Apache License, Version 2.0 (the "License");
|
|
* you may not use this file except in compliance with the License.
|
|
* You may obtain a copy of the License at
|
|
*
|
|
* http://www.apache.org/licenses/LICENSE-2.0
|
|
*
|
|
* Unless required by applicable law or agreed to in writing, software
|
|
* distributed under the License is distributed on an "AS IS" BASIS,
|
|
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
* See the License for the specific language governing permissions and
|
|
* limitations under the License.
|
|
*/
|
|
|
|
#pragma once
|
|
|
|
#include "tensorrt_llm/common/config.h"
|
|
#if ENABLE_BF16
|
|
#include <cuda_bf16.h>
|
|
#endif // ENABLE_BF16
|
|
#include <cuda_fp16.h>
|
|
|
|
#include <cstdarg>
|
|
#include <memory> // std::make_unique
|
|
#include <sstream> // std::stringstream
|
|
#include <string>
|
|
#include <unordered_set>
|
|
#include <vector>
|
|
|
|
TRTLLM_NAMESPACE_BEGIN
|
|
|
|
namespace common
|
|
{
|
|
#if ENABLE_BF16
|
|
static inline std::basic_ostream<char>& operator<<(std::basic_ostream<char>& stream, __nv_bfloat16 const& val)
|
|
{
|
|
stream << __bfloat162float(val);
|
|
return stream;
|
|
}
|
|
#endif // ENABLE_BF16
|
|
|
|
static inline std::basic_ostream<char>& operator<<(std::basic_ostream<char>& stream, __half const& val)
|
|
{
|
|
stream << __half2float(val);
|
|
return stream;
|
|
}
|
|
|
|
// Add forward declaration before printElement functions
|
|
template <typename... Args>
|
|
std::ostream& operator<<(std::ostream& os, std::tuple<Args...> const& t);
|
|
|
|
namespace
|
|
{
|
|
|
|
// Print element - default case for non-tuple types
|
|
template <typename T>
|
|
void printElement(std::ostream& os, T const& t)
|
|
{
|
|
os << t;
|
|
}
|
|
|
|
// Print tuple implementation
|
|
template <typename Tuple, std::size_t... Is>
|
|
void printTupleImpl(std::ostream& os, Tuple const& t, std::index_sequence<Is...>)
|
|
{
|
|
os << "(";
|
|
((Is == 0 ? os : (os << ", "), printElement(os, std::get<Is>(t))), ...);
|
|
os << ")";
|
|
}
|
|
|
|
// Print element - specialized for tuples
|
|
template <typename... Args>
|
|
void printElement(std::ostream& os, std::tuple<Args...> const& t)
|
|
{
|
|
printTupleImpl(os, t, std::index_sequence_for<Args...>{});
|
|
}
|
|
|
|
class va_list_guard
|
|
{
|
|
public:
|
|
explicit va_list_guard(va_list& args)
|
|
: mArgs(args)
|
|
{
|
|
}
|
|
|
|
~va_list_guard()
|
|
{
|
|
va_end(mArgs);
|
|
}
|
|
|
|
va_list_guard(va_list_guard const&) = delete;
|
|
va_list_guard& operator=(va_list_guard const&) = delete;
|
|
va_list_guard(va_list_guard&&) = delete;
|
|
va_list_guard& operator=(va_list_guard&&) = delete;
|
|
|
|
private:
|
|
va_list& mArgs;
|
|
};
|
|
|
|
} // namespace
|
|
|
|
// Override operator<< for any tuple
|
|
template <typename... Args>
|
|
std::ostream& operator<<(std::ostream& os, std::tuple<Args...> const& t)
|
|
{
|
|
printElement(os, t);
|
|
return os;
|
|
}
|
|
|
|
template <typename... Args>
|
|
std::string to_string(std::tuple<Args...> const& t)
|
|
{
|
|
std::stringstream ss;
|
|
ss << t;
|
|
return ss.str();
|
|
}
|
|
|
|
inline std::string fmtstr(std::string const& s)
|
|
{
|
|
return s;
|
|
}
|
|
|
|
inline std::string fmtstr(std::string&& s)
|
|
{
|
|
return s;
|
|
}
|
|
|
|
typedef char* (*fmtstr_allocator)(void* target, size_t count);
|
|
void fmtstr_(char const* format, fmtstr_allocator alloc, void* target, va_list args);
|
|
|
|
#if defined(_MSC_VER)
|
|
inline std::string fmtstr(char const* format, ...);
|
|
#else
|
|
inline std::string fmtstr(char const* format, ...) __attribute__((format(printf, 1, 2)));
|
|
#endif
|
|
|
|
inline std::string fmtstr(char const* format, ...)
|
|
{
|
|
std::string result;
|
|
|
|
va_list args;
|
|
va_start(args, format);
|
|
va_list_guard args_guard(args);
|
|
|
|
fmtstr_(
|
|
format,
|
|
[](void* target, size_t count) -> char*
|
|
{
|
|
if (count <= 0)
|
|
{
|
|
return nullptr;
|
|
}
|
|
|
|
const auto str = static_cast<std::string*>(target);
|
|
str->resize(count);
|
|
return str->data();
|
|
},
|
|
&result, args);
|
|
|
|
return result;
|
|
}
|
|
|
|
// __PRETTY_FUNCTION__ is used for neat debugging printing but is not supported on Windows
|
|
// The alternative is __FUNCSIG__, which is similar but not identical
|
|
#if defined(_WIN32)
|
|
#define __PRETTY_FUNCTION__ __FUNCSIG__
|
|
#endif
|
|
|
|
auto constexpr kDefaultDelimiter = ", ";
|
|
|
|
template <typename U, typename TStream, typename T>
|
|
inline TStream& arr2outCasted(TStream& out, T* arr, size_t size, char const* delim = kDefaultDelimiter)
|
|
{
|
|
out << "(";
|
|
if (size > 0)
|
|
{
|
|
for (size_t i = 0; i < size - 1; ++i)
|
|
{
|
|
out << static_cast<U>(arr[i]) << delim;
|
|
}
|
|
out << static_cast<U>(arr[size - 1]);
|
|
}
|
|
out << ")";
|
|
return out;
|
|
}
|
|
|
|
template <typename TStream, typename T>
|
|
inline TStream& arr2out(TStream& out, T* arr, size_t size, char const* delim = kDefaultDelimiter)
|
|
{
|
|
return arr2outCasted<T>(out, arr, size, delim);
|
|
}
|
|
|
|
template <typename T>
|
|
inline std::string arr2str(T* arr, size_t size, char const* delim = kDefaultDelimiter)
|
|
{
|
|
std::stringstream ss;
|
|
return arr2out(ss, arr, size, delim).str();
|
|
}
|
|
|
|
template <typename T>
|
|
inline std::string vec2str(std::vector<T> const& vec, char const* delim = kDefaultDelimiter)
|
|
{
|
|
return arr2str(vec.data(), vec.size(), delim);
|
|
}
|
|
|
|
inline bool strStartsWith(std::string const& str, std::string const& prefix)
|
|
{
|
|
return str.rfind(prefix, 0) == 0;
|
|
}
|
|
|
|
/// @brief Split a string into a set of strings using a delimiter
|
|
std::unordered_set<std::string> str2set(std::string const& input, char delimiter);
|
|
|
|
/// @brief Convert string to lower-case (inplace)
|
|
inline void toLower(std::string& s)
|
|
{
|
|
for (char& c : s)
|
|
{
|
|
c = std::tolower(static_cast<unsigned char>(c));
|
|
}
|
|
}
|
|
|
|
/// @brief Convert string to upper-case (inplace)
|
|
inline void toUpper(std::string& s)
|
|
{
|
|
for (char& c : s)
|
|
{
|
|
c = std::toupper(static_cast<unsigned char>(c));
|
|
}
|
|
}
|
|
|
|
} // namespace common
|
|
|
|
TRTLLM_NAMESPACE_END
|