mirror of
https://github.com/NVIDIA/TensorRT-LLM.git
synced 2026-01-14 06:27:45 +08:00
314 lines
15 KiB
C++
314 lines
15 KiB
C++
/*
|
|
* SPDX-FileCopyrightText: Copyright (c) 1993-2022 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
|
|
* SPDX-License-Identifier: Apache-2.0
|
|
*
|
|
* 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.
|
|
*/
|
|
#ifndef TRT_PLUGIN_H
|
|
#define TRT_PLUGIN_H
|
|
#include "NvInferPlugin.h"
|
|
#include "tensorrt_llm/plugins/common/checkMacrosPlugin.h"
|
|
#include <cstring>
|
|
#include <cublasLt.h>
|
|
#include <cublas_v2.h>
|
|
#include <cuda_runtime.h>
|
|
#include <iostream>
|
|
#include <map>
|
|
#include <memory>
|
|
#if ENABLE_MULTI_DEVICE
|
|
#include <nccl.h>
|
|
#endif // ENABLE_MULTI_DEVICE
|
|
#include <optional>
|
|
#include <set>
|
|
#include <sstream>
|
|
#include <string>
|
|
#include <unordered_map>
|
|
|
|
typedef enum
|
|
{
|
|
STATUS_SUCCESS = 0,
|
|
STATUS_FAILURE = 1,
|
|
STATUS_BAD_PARAM = 2,
|
|
STATUS_NOT_SUPPORTED = 3,
|
|
STATUS_NOT_INITIALIZED = 4
|
|
} pluginStatus_t;
|
|
|
|
namespace nvinfer1
|
|
{
|
|
|
|
namespace pluginInternal
|
|
{
|
|
|
|
class BasePlugin : public IPluginV2
|
|
{
|
|
protected:
|
|
void setPluginNamespace(const char* libNamespace) noexcept override
|
|
{
|
|
mNamespace = libNamespace;
|
|
}
|
|
|
|
const char* getPluginNamespace() const noexcept override
|
|
{
|
|
return mNamespace.c_str();
|
|
}
|
|
|
|
std::string mNamespace;
|
|
};
|
|
|
|
class BaseCreator : public IPluginCreator
|
|
{
|
|
public:
|
|
void setPluginNamespace(const char* libNamespace) noexcept override
|
|
{
|
|
mNamespace = libNamespace;
|
|
}
|
|
|
|
const char* getPluginNamespace() const noexcept override
|
|
{
|
|
return mNamespace.c_str();
|
|
}
|
|
|
|
protected:
|
|
std::string mNamespace;
|
|
};
|
|
|
|
} // namespace pluginInternal
|
|
|
|
namespace plugin
|
|
{
|
|
|
|
// Write values into buffer
|
|
template <typename T>
|
|
void write(char*& buffer, const T& val)
|
|
{
|
|
std::memcpy(buffer, &val, sizeof(T));
|
|
buffer += sizeof(T);
|
|
}
|
|
|
|
// Read values from buffer
|
|
template <typename T>
|
|
void read(const char*& buffer, T& val)
|
|
{
|
|
std::memcpy(&val, buffer, sizeof(T));
|
|
buffer += sizeof(T);
|
|
}
|
|
|
|
inline int32_t getTrtSMVersionDec(int32_t smVersion)
|
|
{
|
|
// Treat SM89 as SM86 temporarily.
|
|
return (smVersion == 89) ? 86 : smVersion;
|
|
}
|
|
|
|
inline int32_t getTrtSMVersionDec(int32_t majorVersion, int32_t minorVersion)
|
|
{
|
|
return getTrtSMVersionDec(majorVersion * 10 + minorVersion);
|
|
}
|
|
|
|
inline int32_t elementSize(DataType type) noexcept
|
|
{
|
|
switch (type)
|
|
{
|
|
case DataType::kFLOAT: return 4;
|
|
case DataType::kHALF: return 2;
|
|
case DataType::kINT8: return 1;
|
|
case DataType::kINT32: return 4;
|
|
case DataType::kBOOL: return 1;
|
|
case DataType::kUINT8: return 1;
|
|
case DataType::kFP8: return 1;
|
|
#if defined(NV_TENSORRT_MAJOR) && NV_TENSORRT_MAJOR >= 9
|
|
case DataType::kBF16: return 2;
|
|
case DataType::kINT64: return 8;
|
|
#endif
|
|
}
|
|
PLUGIN_FAIL("unreachable code path");
|
|
}
|
|
|
|
int8_t* alignPtr(int8_t* ptr, uintptr_t to);
|
|
|
|
int8_t* nextWorkspacePtr(int8_t* const base, uintptr_t& offset, const uintptr_t size);
|
|
|
|
int8_t* nextWorkspacePtr(int8_t* ptr, uintptr_t previousWorkspaceSize);
|
|
|
|
size_t calculateTotalWorkspaceSize(size_t* workspaces, int count);
|
|
|
|
} // namespace plugin
|
|
} // namespace nvinfer1
|
|
|
|
inline bool isBuilding()
|
|
{
|
|
std::string const& key = "IS_BUILDING";
|
|
char* val = getenv(key.c_str());
|
|
if (val == nullptr || std::string(val) != "1")
|
|
{
|
|
return false;
|
|
}
|
|
else
|
|
{
|
|
return true;
|
|
}
|
|
}
|
|
|
|
#define MPICHECK(cmd) \
|
|
do \
|
|
{ \
|
|
int e = cmd; \
|
|
if (e != MPI_SUCCESS) \
|
|
{ \
|
|
printf("Failed: MPI error %s:%d '%d'\n", __FILE__, __LINE__, e); \
|
|
exit(EXIT_FAILURE); \
|
|
} \
|
|
} while (0)
|
|
|
|
#if ENABLE_MULTI_DEVICE
|
|
#define NCCLCHECK(cmd) \
|
|
do \
|
|
{ \
|
|
ncclResult_t r = cmd; \
|
|
if (r != ncclSuccess) \
|
|
{ \
|
|
printf("Failed, NCCL error %s:%d '%s'\n", __FILE__, __LINE__, ncclGetErrorString(r)); \
|
|
exit(EXIT_FAILURE); \
|
|
} \
|
|
} while (0)
|
|
|
|
std::unordered_map<nvinfer1::DataType, ncclDataType_t>* getDtypeMap();
|
|
|
|
std::map<std::set<int>, ncclComm_t>* getCommMap();
|
|
#endif // ENABLE_MULTI_DEVICE
|
|
|
|
//! To save GPU memory, all the plugins share the same cublas and cublasLt handle globally.
|
|
//! Get cublas and cublasLt handle for current cuda context
|
|
std::shared_ptr<cublasHandle_t> getCublasHandle();
|
|
std::shared_ptr<cublasLtHandle_t> getCublasLtHandle();
|
|
|
|
#ifndef DEBUG
|
|
|
|
#define PLUGIN_CHECK(status) \
|
|
do \
|
|
{ \
|
|
if (status != 0) \
|
|
abort(); \
|
|
} while (0)
|
|
|
|
#define ASSERT_PARAM(exp) \
|
|
do \
|
|
{ \
|
|
if (!(exp)) \
|
|
return STATUS_BAD_PARAM; \
|
|
} while (0)
|
|
|
|
#define ASSERT_FAILURE(exp) \
|
|
do \
|
|
{ \
|
|
if (!(exp)) \
|
|
return STATUS_FAILURE; \
|
|
} while (0)
|
|
|
|
#define CSC(call, err) \
|
|
do \
|
|
{ \
|
|
cudaError_t cudaStatus = call; \
|
|
if (cudaStatus != cudaSuccess) \
|
|
{ \
|
|
return err; \
|
|
} \
|
|
} while (0)
|
|
|
|
#define DEBUG_PRINTF(...) \
|
|
do \
|
|
{ \
|
|
} while (0)
|
|
|
|
#else
|
|
|
|
#define ASSERT_PARAM(exp) \
|
|
do \
|
|
{ \
|
|
if (!(exp)) \
|
|
{ \
|
|
fprintf(stderr, "Bad param - " #exp ", %s:%d\n", __FILE__, __LINE__); \
|
|
return STATUS_BAD_PARAM; \
|
|
} \
|
|
} while (0)
|
|
|
|
#define ASSERT_FAILURE(exp) \
|
|
do \
|
|
{ \
|
|
if (!(exp)) \
|
|
{ \
|
|
fprintf(stderr, "Failure - " #exp ", %s:%d\n", __FILE__, __LINE__); \
|
|
return STATUS_FAILURE; \
|
|
} \
|
|
} while (0)
|
|
|
|
#define CSC(call, err) \
|
|
do \
|
|
{ \
|
|
cudaError_t cudaStatus = call; \
|
|
if (cudaStatus != cudaSuccess) \
|
|
{ \
|
|
printf("%s %d CUDA FAIL %s\n", __FILE__, __LINE__, cudaGetErrorString(cudaStatus)); \
|
|
return err; \
|
|
} \
|
|
} while (0)
|
|
|
|
#define PLUGIN_CHECK(status) \
|
|
{ \
|
|
if (status != 0) \
|
|
{ \
|
|
DEBUG_PRINTF("%s %d CUDA FAIL %s\n", __FILE__, __LINE__, cudaGetErrorString(status)); \
|
|
abort(); \
|
|
} \
|
|
}
|
|
|
|
#define DEBUG_PRINTF(...) \
|
|
do \
|
|
{ \
|
|
printf(__VA_ARGS__); \
|
|
} while (0)
|
|
|
|
#endif // DEBUG
|
|
|
|
// Init with O(n) and retrieve with O(1)
|
|
class PluginFieldParser
|
|
{
|
|
public:
|
|
// field array must remain valid when calling getScalar() later.
|
|
PluginFieldParser(int32_t nbFields, nvinfer1::PluginField const* fields);
|
|
// delete to remind accidental mis-use (copy) which may result in false-alarm warnings about unused fields.
|
|
PluginFieldParser(PluginFieldParser const&) = delete;
|
|
PluginFieldParser& operator=(PluginFieldParser const&) = delete;
|
|
// check if all fields are retrieved and emit warning if some of them are not.
|
|
~PluginFieldParser();
|
|
template <typename T>
|
|
std::optional<T> getScalar(std::string_view const& name);
|
|
|
|
private:
|
|
nvinfer1::PluginField const* mFields;
|
|
|
|
struct Record
|
|
{
|
|
Record(int32_t idx)
|
|
: index{idx}
|
|
{
|
|
}
|
|
|
|
int32_t const index;
|
|
bool retrieved{false};
|
|
};
|
|
|
|
std::unordered_map<std::string_view, Record> mMap;
|
|
};
|
|
|
|
#endif // TRT_PLUGIN_H
|