use cxx_build::CFG; use pkg_config; use std::env; use std::env::consts::ARCH; use std::path::{absolute, PathBuf}; const ADDITIONAL_BACKEND_LINK_LIBRARIES: [&str; 2] = ["spdlog", "fmt"]; const CUDA_ARCH_LIST: Option<&str> = option_env!("CUDA_ARCH_LIST"); const CUDA_REQUIRED_VERSION: &str = "12.5"; const MPI_REQUIRED_VERSION: &str = "4.1"; const INSTALL_PREFIX: Option<&str> = option_env!("CMAKE_INSTALL_PREFIX"); const TENSORRT_ROOT_DIR: Option<&str> = option_env!("TENSORRT_ROOT_DIR"); const NCCL_ROOT_DIR: Option<&str> = option_env!("NCCL_ROOT_DIR"); // Dependencies const BACKEND_DEPS: [&str; 2] = ["tgi_trtllm_backend_impl", "tgi_trtllm_backend"]; const CUDA_TRANSITIVE_DEPS: [&str; 4] = ["cuda", "cudart", "cublas", "nvidia-ml"]; const TENSORRT_LLM_TRANSITIVE_DEPS: [(&str, &str); 5] = [ ("dylib", "tensorrt_llm"), ("static", "tensorrt_llm_executor_static"), ("dylib", "tensorrt_llm_nvrtc_wrapper"), ("dylib", "nvinfer_plugin_tensorrt_llm"), ("dylib", "decoder_attention"), ]; macro_rules! probe { ($name: expr, $version: expr) => { if let Err(_) = pkg_config::probe_library($name) { pkg_config::probe_library(&format!("{}-{}", $name, $version)) .expect(&format!("Failed to locate {}", $name)); } }; } fn build_backend(is_debug: bool, opt_level: &str, out_dir: &PathBuf) -> (PathBuf, PathBuf) { // Build the backend implementation through CMake let install_path = INSTALL_PREFIX.unwrap_or("/usr/local/tgi"); let tensorrt_path = TENSORRT_ROOT_DIR.unwrap_or("/usr/local/tensorrt"); let cuda_arch_list = CUDA_ARCH_LIST.unwrap_or("75-real;80-real;86-real;89-real;90-real"); let mut install_path = PathBuf::from(install_path); if !install_path.is_absolute() { install_path = absolute(out_dir).expect("cannot happen").join(install_path); } let _ = cmake::Config::new(".") .uses_cxx11() .generator("Ninja") .profile(match is_debug { true => "Debug", false => "Release", }) .env("OPT_LEVEL", opt_level) .define("CMAKE_INSTALL_PREFIX", &install_path) .define("CMAKE_CUDA_COMPILER", "/usr/local/cuda/bin/nvcc") .define("TGI_TRTLLM_BACKEND_TARGET_CUDA_ARCH_LIST", cuda_arch_list) .define("TGI_TRTLLM_BACKEND_TRT_ROOT", tensorrt_path) .build(); // Additional transitive CMake dependencies let deps_folder = out_dir.join("build").join("_deps"); for dependency in ADDITIONAL_BACKEND_LINK_LIBRARIES { let dep_name = match is_debug { true => format!("{}d", dependency), false => String::from(dependency), }; let dep_path = deps_folder.join(format!("{}-build", dependency)); println!("cargo:rustc-link-search={}", dep_path.display()); println!("cargo:rustc-link-lib=static={}", dep_name); } // Emit linkage information from the artifacts we just built let install_lib_path = install_path.join("lib"); println!( r"cargo:warning=Adding link search path: {}", install_lib_path.display() ); println!(r"cargo:rustc-link-search={}", install_lib_path.display()); (PathBuf::from(install_path), deps_folder) } fn build_ffi_layer(deps_folder: &PathBuf, is_debug: bool) { let ndebug = match is_debug { true => "1", false => "0" }; CFG.include_prefix = "backends/trtllm"; cxx_build::bridge("src/lib.rs") .static_flag(true) .include(deps_folder.join("fmt-src").join("include")) .include(deps_folder.join("spdlog-src").join("include")) .include(deps_folder.join("json-src").join("include")) .include(deps_folder.join("trtllm-src").join("cpp").join("include")) .include("/usr/local/cuda/include") .include("/usr/local/tensorrt/include") .file("src/ffi.cpp") .std("c++20") .define("NDEBUG", ndebug) .compile("tgi_trtllm_backend"); println!("cargo:rerun-if-changed=CMakeLists.txt"); println!("cargo:rerun-if-changed=cmake/trtllm.cmake"); println!("cargo:rerun-if-changed=cmake/json.cmake"); println!("cargo:rerun-if-changed=cmake/fmt.cmake"); println!("cargo:rerun-if-changed=cmake/spdlog.cmake"); println!("cargo:rerun-if-changed=include/backend.h"); println!("cargo:rerun-if-changed=lib/backend.cpp"); println!("cargo:rerun-if-changed=include/ffi.h"); println!("cargo:rerun-if-changed=src/ffi.cpp"); } fn main() { // Misc variables let out_dir = PathBuf::from(env::var("OUT_DIR").unwrap()); let build_profile = env::var("PROFILE").unwrap(); let (is_debug, opt_level) = match build_profile.as_ref() { "debug" => (true, "0"), _ => (false, "3"), }; // Build the backend let (_backend_path, deps_folder) = build_backend(is_debug, opt_level, &out_dir); // Build the FFI layer calling the backend above build_ffi_layer(&deps_folder, is_debug); // Emit linkage search path probe!("ompi", MPI_REQUIRED_VERSION); // Probe CUDA & co. with pkg-config CUDA_TRANSITIVE_DEPS.iter().for_each(|name| { probe!(name, CUDA_REQUIRED_VERSION); }); // NCCL is slightly trickier because it might not have a pkgconfig installed let nccl_library_path_default = format!("/usr/local/{}-linux-gnu", ARCH); let nccl_library_path = NCCL_ROOT_DIR.unwrap_or(&nccl_library_path_default); println!(r"cargo:rustc-link-search=native={}", nccl_library_path); println!("cargo:rustc-link-lib=dylib=nccl"); // TensorRT let tensort_library_path = TENSORRT_ROOT_DIR.unwrap_or("/usr/local/tensorrt/lib"); println!(r"cargo:rustc-link-search=native={}", tensort_library_path); println!("cargo:rustc-link-lib=dylib=nvinfer"); // TensorRT-LLM TENSORRT_LLM_TRANSITIVE_DEPS .iter() .for_each(|(link_type, name)| { println!("cargo:rustc-link-lib={}={}", link_type, name); }); // Backend BACKEND_DEPS.iter().for_each(|name| { println!("cargo:rustc-link-lib=static={}", name); }); }