mirror of
https://github.com/saymrwulf/onnxruntime.git
synced 2026-05-17 21:10:43 +00:00
This adds updated Rust bindings that have been located at [nbigaouette/onnxruntime-rs](https://github.com/nbigaouette/onnxruntime-rs). check out the build instructions included in this PR at /rust/BUILD.md. Changes to the bindings included in this PR: - The bindings are generated with the build script on each build - The onnxruntime shared library is built with ORT_RUST_STRATEGY=compile which is now the default. - A memory leak was fixed where a call to free wasn't called - Several small memory errors were fixed - Session is Send but not Sync, Environment is Send + Sync - Inputs and Outputs can be ndarray::Arrays of many different types. Some commits can be squashed, if wanted, but were left unsquashed to show differences between old bindings and new bindings. This PR does not cover packaging nor does it include the Rust bindings withing the build system. For those of you who have previous Rust code based on the bindings, these new bindings can be used as a `path` dependency or a `git` dependency (though I have not tested this out). The work addressed in this PR was discussed in #11992
429 lines
13 KiB
Rust
429 lines
13 KiB
Rust
#![allow(dead_code)]
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use std::{
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borrow::Cow,
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env, fs,
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io::{self, Read, Write},
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path::{Path, PathBuf},
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str::FromStr,
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};
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/// ONNX Runtime version
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///
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/// WARNING: If version is changed, bindings for all platforms will have to be re-generated.
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/// To do so, run this:
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/// cargo build --package onnxruntime-sys --features generate-bindings
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const ORT_VERSION: &str = include_str!("../../VERSION_NUMBER");
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/// Base Url from which to download pre-built releases/
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const ORT_RELEASE_BASE_URL: &str = "https://github.com/microsoft/onnxruntime/releases/download";
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/// Environment variable selecting which strategy to use for finding the library
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/// Possibilities:
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/// * "download": Download a pre-built library. This is the default if `ORT_STRATEGY` is not set.
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/// * "system": Use installed library. Use `ORT_LIB_LOCATION` to point to proper location.
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/// * "compile": Download source and compile (TODO).
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const ORT_RUST_ENV_STRATEGY: &str = "ORT_RUST_STRATEGY";
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/// Name of environment variable that, if present, contains the location of a pre-built library.
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/// Only used if `ORT_STRATEGY=system`.
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const ORT_RUST_ENV_SYSTEM_LIB_LOCATION: &str = "ORT_RUST_LIB_LOCATION";
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/// Name of environment variable that, if present, controls whether to use CUDA or not.
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const ORT_RUST_ENV_GPU: &str = "ORT_RUST_USE_CUDA";
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/// Subdirectory (of the 'target' directory) into which to extract the prebuilt library.
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const ORT_PREBUILT_EXTRACT_DIR: &str = "onnxruntime";
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fn main() {
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let libort_install_dir = prepare_libort_dir();
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let include_dir = libort_install_dir.join("include");
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let lib_dir = libort_install_dir.join("lib");
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println!("Include directory: {:?}", include_dir);
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println!("Lib directory: {:?}", lib_dir);
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// Tell cargo to tell rustc to link onnxruntime shared library.
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println!("cargo:rustc-link-lib=onnxruntime");
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println!("cargo:rustc-link-search=native={}", lib_dir.display());
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println!("cargo:rerun-if-env-changed={}", ORT_RUST_ENV_STRATEGY);
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println!("cargo:rerun-if-env-changed={}", ORT_RUST_ENV_GPU);
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println!(
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"cargo:rerun-if-env-changed={}",
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ORT_RUST_ENV_SYSTEM_LIB_LOCATION
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);
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generate_bindings(&include_dir);
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}
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fn generate_bindings(include_dir: &Path) {
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let clang_args = &[
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format!("-I{}", include_dir.display()),
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format!(
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"-I{}",
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include_dir
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.join("onnxruntime")
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.join("core")
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.join("session")
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.display()
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),
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];
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let path = include_dir
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.join("onnxruntime")
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.join("core")
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.join("session")
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.join("onnxruntime_c_api.h");
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// The bindgen::Builder is the main entry point
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// to bindgen, and lets you build up options for
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// the resulting bindings.
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let bindings = bindgen::Builder::default()
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// The input header we would like to generate
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// bindings for.
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.header(path.to_string_lossy().to_string())
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// The current working directory is 'onnxruntime-sys'
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.clang_args(clang_args)
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// Tell cargo to invalidate the built crate whenever any of the
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// included header files changed.
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.parse_callbacks(Box::new(bindgen::CargoCallbacks))
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.dynamic_library_name("onnxruntime")
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.allowlist_type("Ort.*")
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.allowlist_type("Onnx.*")
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.allowlist_type("ONNX.*")
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.allowlist_function("Ort.*")
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.allowlist_var("ORT.*")
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// Set `size_t` to be translated to `usize` for win32 compatibility.
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.size_t_is_usize(true)
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// Format using rustfmt
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.rustfmt_bindings(true)
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.rustified_enum(".*")
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// Finish the builder and generate the bindings.
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.generate()
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// Unwrap the Result and panic on failure.
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.expect("Unable to generate bindings");
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let generated_file = PathBuf::from(env::var("OUT_DIR").unwrap()).join("bindings.rs");
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println!("cargo:rerun-if-changed={:?}", generated_file);
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bindings
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.write_to_file(&generated_file)
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.expect("Couldn't write bindings!");
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}
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fn download<P>(source_url: &str, target_file: P)
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where
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P: AsRef<Path>,
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{
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let resp = ureq::get(source_url)
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.timeout(std::time::Duration::from_secs(300))
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.call()
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.unwrap_or_else(|err| panic!("ERROR: Failed to download {}: {:?}", source_url, err));
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let len = resp
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.header("Content-Length")
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.and_then(|s| s.parse::<usize>().ok())
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.unwrap();
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let mut reader = resp.into_reader();
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// FIXME: Save directly to the file
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let mut buffer = vec![];
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let read_len = reader.read_to_end(&mut buffer).unwrap();
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assert_eq!(buffer.len(), len);
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assert_eq!(buffer.len(), read_len);
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let f = fs::File::create(&target_file).unwrap();
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let mut writer = io::BufWriter::new(f);
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writer.write_all(&buffer).unwrap();
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}
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fn extract_archive(filename: &Path, output: &Path) {
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match filename.extension().map(std::ffi::OsStr::to_str) {
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Some(Some("zip")) => extract_zip(filename, output),
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Some(Some("tgz")) => extract_tgz(filename, output),
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_ => unimplemented!(),
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}
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}
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fn extract_tgz(filename: &Path, output: &Path) {
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let file = fs::File::open(&filename).unwrap();
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let buf = io::BufReader::new(file);
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let tar = flate2::read::GzDecoder::new(buf);
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let mut archive = tar::Archive::new(tar);
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archive.unpack(output).unwrap();
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}
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fn extract_zip(filename: &Path, outpath: &Path) {
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let file = fs::File::open(&filename).unwrap();
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let buf = io::BufReader::new(file);
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let mut archive = zip::ZipArchive::new(buf).unwrap();
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for i in 0..archive.len() {
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let mut file = archive.by_index(i).unwrap();
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#[allow(deprecated)]
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let outpath = outpath.join(file.sanitized_name());
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if !file.name().ends_with('/') {
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println!(
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"File {} extracted to \"{}\" ({} bytes)",
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i,
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outpath.as_path().display(),
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file.size()
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);
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if let Some(p) = outpath.parent() {
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if !p.exists() {
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fs::create_dir_all(&p).unwrap();
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}
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}
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let mut outfile = fs::File::create(&outpath).unwrap();
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io::copy(&mut file, &mut outfile).unwrap();
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}
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}
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}
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trait OnnxPrebuiltArchive {
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fn as_onnx_str(&self) -> Cow<str>;
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}
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#[derive(Debug)]
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enum Architecture {
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X86,
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X86_64,
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Arm,
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Arm64,
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}
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impl FromStr for Architecture {
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type Err = String;
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fn from_str(s: &str) -> Result<Self, Self::Err> {
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match s.to_lowercase().as_str() {
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"x86" => Ok(Architecture::X86),
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"x86_64" => Ok(Architecture::X86_64),
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"arm" => Ok(Architecture::Arm),
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"aarch64" => Ok(Architecture::Arm64),
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_ => Err(format!("Unsupported architecture: {}", s)),
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}
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}
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}
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impl OnnxPrebuiltArchive for Architecture {
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fn as_onnx_str(&self) -> Cow<str> {
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match self {
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Architecture::X86 => Cow::from("x86"),
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Architecture::X86_64 => Cow::from("x64"),
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Architecture::Arm => Cow::from("arm"),
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Architecture::Arm64 => Cow::from("arm64"),
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}
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}
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}
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#[derive(Debug)]
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#[allow(clippy::enum_variant_names)]
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enum Os {
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Windows,
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Linux,
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MacOs,
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}
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impl Os {
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fn archive_extension(&self) -> &'static str {
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match self {
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Os::Windows => "zip",
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Os::Linux => "tgz",
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Os::MacOs => "tgz",
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}
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}
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}
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impl FromStr for Os {
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type Err = String;
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fn from_str(s: &str) -> Result<Self, Self::Err> {
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match s.to_lowercase().as_str() {
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"windows" => Ok(Os::Windows),
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"macos" => Ok(Os::MacOs),
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"linux" => Ok(Os::Linux),
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_ => Err(format!("Unsupported os: {}", s)),
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}
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}
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}
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impl OnnxPrebuiltArchive for Os {
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fn as_onnx_str(&self) -> Cow<str> {
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match self {
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Os::Windows => Cow::from("win"),
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Os::Linux => Cow::from("linux"),
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Os::MacOs => Cow::from("osx"),
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}
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}
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}
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#[derive(Debug, PartialEq, Eq)]
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enum Accelerator {
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Cpu,
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Cuda,
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}
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impl FromStr for Accelerator {
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type Err = String;
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fn from_str(s: &str) -> Result<Self, Self::Err> {
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match s.to_lowercase().as_str() {
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"1" | "yes" | "true" | "on" => Ok(Accelerator::Cuda),
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_ => Ok(Accelerator::Cpu),
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}
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}
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}
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impl OnnxPrebuiltArchive for Accelerator {
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fn as_onnx_str(&self) -> Cow<str> {
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match self {
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Accelerator::Cpu => Cow::from(""),
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Accelerator::Cuda => Cow::from("gpu"),
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}
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}
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}
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#[derive(Debug)]
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struct Triplet {
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os: Os,
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arch: Architecture,
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accelerator: Accelerator,
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}
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impl OnnxPrebuiltArchive for Triplet {
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fn as_onnx_str(&self) -> Cow<str> {
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match (&self.os, &self.arch, &self.accelerator) {
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// onnxruntime-win-x86-1.11.1.zip
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// onnxruntime-win-x64-1.11.1.zip
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// onnxruntime-win-arm-1.11.1.zip
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// onnxruntime-win-arm64-1.11.1.zip
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// onnxruntime-linux-x64-1.11.1.tgz
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// onnxruntime-osx-x86_64-1.11.1.tgz
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// onnxruntime-osx-arm64-1.11.1.tgz
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(
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Os::Windows,
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Architecture::X86 | Architecture::X86_64 | Architecture::Arm | Architecture::Arm64,
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Accelerator::Cpu,
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)
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| (Os::MacOs, Architecture::Arm64, Accelerator::Cpu)
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| (Os::Linux, Architecture::X86_64, Accelerator::Cpu) => Cow::from(format!(
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"{}-{}",
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self.os.as_onnx_str(),
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self.arch.as_onnx_str()
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)),
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(Os::MacOs, Architecture::X86_64, Accelerator::Cpu) => Cow::from(format!(
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"{}-x86_{}",
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self.os.as_onnx_str(),
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self.arch.as_onnx_str().trim_start_matches('x')
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)),
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// onnxruntime-win-x64-gpu-1.11.1.zip
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// onnxruntime-linux-x64-gpu-1.11.1.tgz
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(Os::Linux | Os::Windows, Architecture::X86_64, Accelerator::Cuda) => {
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Cow::from(format!(
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"{}-{}-{}",
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self.os.as_onnx_str(),
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self.arch.as_onnx_str(),
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self.accelerator.as_onnx_str(),
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))
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}
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_ => {
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panic!(
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"Unsupported prebuilt triplet: {:?}, {:?}, {:?}. Please use {}=system and {}=/path/to/onnxruntime",
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self.os, self.arch, self.accelerator, ORT_RUST_ENV_STRATEGY, ORT_RUST_ENV_SYSTEM_LIB_LOCATION
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);
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}
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}
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}
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}
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fn prebuilt_archive_url() -> (PathBuf, String) {
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let triplet = Triplet {
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os: env::var("CARGO_CFG_TARGET_OS")
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.expect("Unable to get TARGET_OS")
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.parse()
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.unwrap(),
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arch: env::var("CARGO_CFG_TARGET_ARCH")
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.expect("Unable to get TARGET_ARCH")
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.parse()
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.unwrap(),
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accelerator: env::var(ORT_RUST_ENV_GPU)
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.unwrap_or_default()
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.parse()
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.unwrap(),
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};
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let prebuilt_archive = format!(
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"onnxruntime-{}-{}.{}",
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triplet.as_onnx_str(),
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ORT_VERSION,
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triplet.os.archive_extension()
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);
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let prebuilt_url = format!(
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"{}/v{}/{}",
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ORT_RELEASE_BASE_URL, ORT_VERSION, prebuilt_archive
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);
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(PathBuf::from(prebuilt_archive), prebuilt_url)
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}
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fn prepare_libort_dir_prebuilt() -> PathBuf {
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let (prebuilt_archive, prebuilt_url) = prebuilt_archive_url();
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let out_dir = PathBuf::from(env::var("OUT_DIR").unwrap());
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let extract_dir = out_dir.join(ORT_PREBUILT_EXTRACT_DIR);
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let downloaded_file = out_dir.join(&prebuilt_archive);
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println!("cargo:rerun-if-changed={}", downloaded_file.display());
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if !downloaded_file.exists() {
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println!("Creating directory {:?}", out_dir);
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fs::create_dir_all(&out_dir).unwrap();
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println!(
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"Downloading {} into {}",
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prebuilt_url,
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downloaded_file.display()
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);
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download(&prebuilt_url, &downloaded_file);
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}
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if !extract_dir.exists() {
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println!("Extracting to {}...", extract_dir.display());
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extract_archive(&downloaded_file, &extract_dir);
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}
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extract_dir.join(prebuilt_archive.file_stem().unwrap())
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}
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fn prepare_libort_dir() -> PathBuf {
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let strategy = env::var(ORT_RUST_ENV_STRATEGY);
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println!(
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"strategy: {:?}",
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strategy.as_ref().map_or_else(|_| "unknown", String::as_str)
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);
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match strategy.as_ref().map(String::as_str) {
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Ok("download") => prepare_libort_dir_prebuilt(),
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Ok("system") => PathBuf::from(match env::var(ORT_RUST_ENV_SYSTEM_LIB_LOCATION) {
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Ok(p) => p,
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Err(e) => {
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panic!(
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"Could not get value of environment variable {:?}: {:?}",
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ORT_RUST_ENV_SYSTEM_LIB_LOCATION, e
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);
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}
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}),
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Ok("compile") | Err(_) => prepare_libort_dir_compiled(),
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_ => panic!("Unknown value for {:?}", ORT_RUST_ENV_STRATEGY),
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}
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}
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fn prepare_libort_dir_compiled() -> PathBuf {
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let mut config = cmake::Config::new("../../cmake");
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config.define("onnxruntime_BUILD_SHARED_LIB", "ON");
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if env::var(ORT_RUST_ENV_GPU).unwrap_or_default().parse() == Ok(Accelerator::Cuda) {
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config.define("onnxruntime_USE_CUDA", "ON");
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}
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config.build()
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}
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