mirror of
https://github.com/huggingface/text-generation-inference.git
synced 2025-10-09 15:05:24 +00:00
112 lines
4.0 KiB
Rust
112 lines
4.0 KiB
Rust
use std::env;
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use std::path::PathBuf;
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use cxx_build::CFG;
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use pkg_config;
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const ADDITIONAL_BACKEND_LINK_LIBRARIES: [&str; 2] = ["spdlog", "fmt"];
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const CUDA_ARCH_LIST: Option<&str> = option_env!("CUDA_ARCH_LIST");
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const CUDA_REQUIRED_VERSION: &str = "12.4";
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const MPI_REQUIRED_VERSION: &str = "4.1";
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const INSTALL_PREFIX: Option<&str> = option_env!("CMAKE_INSTALL_PREFIX");
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const TENSORRT_ROOT_DIR: Option<&str> = option_env!("TENSORRT_ROOT_DIR");
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macro_rules! probe {
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($name: literal, $version: expr) => {
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if let Err(_) = pkg_config::probe_library($name) {
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pkg_config::probe_library(&format!("cuda-{}", $version))
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.expect(&format!("Failed to locate {}", $name));
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}
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};
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}
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fn main() {
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// Misc variables
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let out_dir = PathBuf::from(env::var("OUT_DIR").unwrap());
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let build_profile = env::var("PROFILE").unwrap();
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let is_debug = match build_profile.as_ref() {
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"debug" => true,
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_ => false,
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};
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// Build the backend implementation through CMake
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let backend_path = cmake::Config::new(".")
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.uses_cxx11()
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.generator("Ninja")
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.profile(match is_debug {
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true => "Debug",
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false => "Release",
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})
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.env("OPT_LEVEL", "3")
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.out_dir(INSTALL_PREFIX.unwrap_or("/usr/local/tgi"))
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.define("CMAKE_CUDA_COMPILER", "/usr/local/cuda/bin/nvcc")
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.define(
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"TGI_TRTLLM_BACKEND_TARGET_CUDA_ARCH_LIST",
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CUDA_ARCH_LIST.unwrap_or("90-real"), // Hopper by default
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)
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.define(
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"TGI_TRTLLM_BACKEND_TRT_ROOT",
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TENSORRT_ROOT_DIR.unwrap_or("/usr/local/tensorrt"),
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)
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.build();
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// Additional transitive CMake dependencies
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let deps_folder = out_dir.join("build").join("_deps");
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for dependency in ADDITIONAL_BACKEND_LINK_LIBRARIES {
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let dep_name = match build_profile.as_ref() {
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"debug" => format!("{}d", dependency),
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_ => String::from(dependency),
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};
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let dep_path = deps_folder.join(format!("{}-build", dependency));
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println!("cargo:rustc-link-search={}", dep_path.display());
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println!("cargo:rustc-link-lib=static={}", dep_name);
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}
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// Build the FFI layer calling the backend above
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CFG.include_prefix = "backends/trtllm";
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cxx_build::bridge("src/lib.rs")
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.static_flag(true)
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.include(deps_folder.join("fmt-src").join("include"))
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.include(deps_folder.join("spdlog-src").join("include"))
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.include(deps_folder.join("json-src").join("include"))
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.include(deps_folder.join("trtllm-src").join("cpp").join("include"))
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.include("/usr/local/cuda/include")
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.include("/usr/local/tensorrt/include")
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.file("src/ffi.cpp")
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.std("c++20")
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.compile("tgi_trtllm_backend");
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println!("cargo:rerun-if-changed=CMakeLists.txt");
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println!("cargo:rerun-if-changed=include/backend.h");
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println!("cargo:rerun-if-changed=lib/backend.cpp");
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println!("cargo:rerun-if-changed=include/ffi.h");
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println!("cargo:rerun-if-changed=src/ffi.cpp");
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// Emit linkage search path
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probe!("ompi", MPI_REQUIRED_VERSION);
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// Probe CUDA & co. with pkg-config
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probe!("cuda", CUDA_REQUIRED_VERSION);
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probe!("cudart", CUDA_REQUIRED_VERSION);
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probe!("cublas", CUDA_REQUIRED_VERSION);
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probe!("nvidia-ml", CUDA_REQUIRED_VERSION);
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// TensorRT
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println!(r"cargo:rustc-link-search=native=/usr/local/tensorrt/lib");
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println!(r"cargo:rustc-link-search=native={}", backend_path.display());
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// TensorRT-LLM
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println!(
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r"cargo:rustc-link-search=native={}",
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backend_path.join("lib").display()
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);
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println!("cargo:rustc-link-lib=dylib=tensorrt_llm");
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println!("cargo:rustc-link-lib=static=tensorrt_llm_executor_static");
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println!("cargo:rustc-link-lib=dylib=nvinfer_plugin_tensorrt_llm");
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println!("cargo:rustc-link-lib=dylib=tensorrt_llm_nvrtc_wrapper");
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// Backend
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println!("cargo:rustc-link-lib=static=tgi_trtllm_backend_impl");
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println!("cargo:rustc-link-lib=static=tgi_trtllm_backend");
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}
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