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pykeio / ort

Fast ML inference & training for Rust with ONNX Runtime
https://ort.pyke.io/
Apache License 2.0
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RC4 failed on i686 build #245

Closed ycclnn closed 3 months ago

ycclnn commented 3 months ago

I am new to Rust lang and ort and follow the dynamic loading onnxruntime tutorial. But I got this problem when building my project with Config.toml: ` [package] publish = false name = "embed" version = "0.0.1" edition = "2021" [[bin]] name = "embed" path = "src/embedding.rs"

[dependencies] ort = { version = "2.0.0-rc.2", features = ["load-dynamic"] } ndarray = "0.15" tokenizers = { version = ">=0.13.4", default-features = false, features = [ "onig" ] } tracing-subscriber = { version = "0.3", default-features = false, features = [ "env-filter", "fmt" ] } warp = "0.3" serde = { version = "1.0", features = ["derive"] } serde_json = "1.0" tokio = { version = "1", features = ["full"] } clap = { version = "4.0", features = ["derive"] }

#

[features]

load-dynamic = [ "ort/load-dynamic" ]

`

cargo build --release --target i686-pc-windows-msvc Compiling mime_guess v2.0.5 Compiling ort-sys v2.0.0-rc.4 Compiling num-integer v0.1.46 Compiling num-complex v0.4.6 Compiling itertools v0.11.0 Compiling http-body v0.4.6 Compiling headers-core v0.2.0 Compiling futures-channel v0.3.30 Compiling pin-project-internal v1.1.5 Compiling monostate-impl v0.1.13 Compiling encoding_rs v0.8.34 Compiling bitflags v1.3.2 error: failed to run custom build command forort-sys v2.0.0-rc.4`

Caused by: process didn't exit successfully: C:\Users\47026\Documents\onnx\target\release\build\ort-sys-7a5b486d0463237f\build-script-build (exit code: 101) --- stdout cargo:rerun-if-env-changed=LIBONNXRUNTIME_NO_PKG_CONFIG cargo:rerun-if-env-changed=PKG_CONFIG_ALLOW_CROSS_i686-pc-windows-msvc cargo:rerun-if-env-changed=PKG_CONFIG_ALLOW_CROSS_i686_pc_windows_msvc cargo:rerun-if-env-changed=TARGET_PKG_CONFIG_ALLOW_CROSS cargo:rerun-if-env-changed=PKG_CONFIG_ALLOW_CROSS cargo:rerun-if-env-changed=PKG_CONFIG_i686-pc-windows-msvc cargo:rerun-if-env-changed=PKG_CONFIG_i686_pc_windows_msvc cargo:rerun-if-env-changed=TARGET_PKG_CONFIG cargo:rerun-if-env-changed=PKG_CONFIG cargo:rerun-if-env-changed=PKG_CONFIG_SYSROOT_DIR_i686-pc-windows-msvc cargo:rerun-if-env-changed=PKG_CONFIG_SYSROOT_DIR_i686_pc_windows_msvc cargo:rerun-if-env-changed=TARGET_PKG_CONFIG_SYSROOT_DIR cargo:rerun-if-env-changed=PKG_CONFIG_SYSROOT_DIR onnxruntime not found using pkg-config, falling back to manual setup. cargo:rerun-if-env-changed=ORT_LIB_LOCATION cargo:rerun-if-env-changed=ORT_LIB_PROFILE selected feature set: none

--- stderr thread 'main' panicked at C:\Users\47026.cargo\registry\src\index.crates.io-6f17d22bba15001f\ort-sys-2.0.0-rc.4\build.rs:381:17: downloaded binaries not available for target i686-pc-windows-msvc you may have to compile ONNX Runtime from source note: run with RUST_BACKTRACE=1 environment variable to display a backtrace warning: build failed, waiting for other jobs to finish...

`

decahedron1 commented 3 months ago

downloaded binaries not available for target i686-pc-windows-msvc you may have to compile ONNX Runtime from source

https://ort.pyke.io/setup/linking

ycclnn commented 3 months ago

you may have to compile ONNX Runtime from source

Yeah I read this page very carefully. I would like to build the project for win/mac/linux and provide embedding service. Since I configure it to be "load-dynamic", why the build process mention I need to compile it from source? I assume I'd be able to use ORT_LIB_DYLIB at the same time I start the service.

Since my scenario is really simple: employing all-mini-v2 embedding with cpu only across different platform. I expect the building process wouldn't be too complex...I was wrong. Would you provide some suggestions? Appreciate it

decahedron1 commented 3 months ago

Since I configure it to be "load-dynamic", why the build process mention I need to compile it from source?

The download-binaries feature is enabled by default, and it will attempt to download binaries even if load-dynamic is also enabled. The build should succeed without issue if you set default-features = false for the ort dependency.

ycclnn commented 3 months ago

Since I configure it to be "load-dynamic", why the build process mention I need to compile it from source?

The download-binaries feature is enabled by default, and it will attempt to download binaries even if load-dynamic is also enabled. The build should succeed without issue if you set default-features = false for the ort dependency.

Thanks. I will try it.

ycclnn commented 3 months ago

Hi, sorry to bother again. @decahedron1 I am really unexperienced with Rust and cross build...and I know this is kinda unrelated to ort: so far I managed to build mac and win. But couldn't successfully build linux-musl series. Tried several strategies mentioned in your doc.

  1. static linking the static onnxruntime: https://github.com/csukuangfj/onnxruntime-libs/releases with docker image messense/rust-musl-cross:x86_64-musl and removed the load-dynamic feature. Output be like:
cargo build --release --target x86_64-unknown-linux-musl
warning: `/root/.cargo/config` is deprecated in favor of `config.toml`
note: if you need to support cargo 1.38 or earlier, you can symlink `config` to `config.toml`
   Compiling proc-macro2 v1.0.86
   Compiling unicode-ident v1.0.12
   Compiling autocfg v1.3.0
   Compiling version_check v0.9.5
   ...............
   Compiling unicode_categories v0.1.1
   Compiling warp v0.3.7
   Compiling tokenizers v0.19.1
   Compiling ort v2.0.0-rc.4
   Compiling clap v4.5.11
   Compiling tracing-subscriber v0.3.18
   Compiling embed v0.0.1 (/home/rust/src)
warning: unused import: `Axis`
  --> src/embedding.rs:10:23
   |
10 | use ndarray::{Array2, Axis, Ix2};
   |                       ^^^^
   |
   = note: `#[warn(unused_imports)]` on by default

error: linking with `x86_64-unknown-linux-musl-gcc` failed: exit status: 1
  |
  = note: LC_ALL="C" PATH="/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/aarch64-unknown-linux-gnu/bin:/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/aarch64-unknown-linux-gnu/bin/self-contained:/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/aarch64-unknown-linux-gnu/bin:/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/aarch64-unknown-linux-gnu/bin/self-contained:/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/aarch64-unknown-linux-gnu/bin:/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/aarch64-unknown-linux-gnu/bin/self-contained:/root/.cargo/bin:/usr/local/musl/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin" VSLANG="1033" "x86_64-unknown-linux-musl-gcc" "-m64" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/self-contained/rcrt1.o" 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"/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libh2-4e5542d966421353.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libindexmap-5fc9ed88395c8d21.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libequivalent-21b8fe4e8eee7e1a.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libhashbrown-dae94546692d6440.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libtokio_util-2a5078ee81d0dc20.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libtower_service-a2cb1ebcd77dc2f3.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libtracing-c1fcc6603e547209.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/liblog-2589c6f7348a1e17.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libtracing_core-0194be3991163455.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libonce_cell-55367ed0f5991b97.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libfutures_channel-6b8fd7811e2f3cc0.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libhttp_body-af86c37efbb6902e.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libtokio-51daa6a5e69d8a3d.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libsignal_hook_registry-261cca3ebbd4fe15.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libsocket2-e8c1894d082d7364.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libmio-3bb50855e1f2bc18.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libparking_lot-08720ecedab44ed2.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libparking_lot_core-e0f7f4bda26eb03b.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/liblibc-3ee18075fca80f48.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libcfg_if-92b18ad76c391118.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libsmallvec-f15eefa1e69dd926.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/liblock_api-dec661da8984ae09.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libscopeguard-7243b76b4d831c25.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libhttpdate-e84b0f270d3ddd39.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libhttp-166b6ad1216982d5.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libitoa-b995bdc1eb44bf20.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libbytes-f87b62f2c134fa1f.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libfnv-a55aea51a4c8b429.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libpin_project-436420b8b808abe9.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libfutures_util-d1bd3a563f3a48d2.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libslab-453e05800759a903.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libpin_project_lite-06c5d971fba96d3b.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libfutures_sink-500f2edd770305a3.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libfutures_task-5bb99f88a4208fa6.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libpin_utils-0b53ed1bde2b77b5.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libfutures_core-9062d1f078fb777d.rlib" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libserde-7b4179b3f73f6539.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libstd-9e3271737799979c.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libpanic_unwind-4c1c7ab118cc5f35.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libobject-31059d048fd8f114.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libmemchr-4dc3b7f53f3b402f.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libaddr2line-556b787942975b60.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libgimli-3e999cbd821f19d5.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/librustc_demangle-21822f0e6b7cdefb.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libstd_detect-09a07f71e37263e3.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libhashbrown-823a6eadc824d6ac.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/librustc_std_workspace_alloc-5077514a6e44d5f0.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libminiz_oxide-a9cd1f496dec3a1a.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libadler-4eab1af5faf407c1.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libunwind-c1f62009d3a71342.rlib" "-lunwind" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libcfg_if-275322ea4ac54ad7.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/liblibc-6b2db73c8e3b6556.rlib" "-lc" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/liballoc-2b62658611d149ab.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/librustc_std_workspace_core-9f33ce63021d8f8a.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libcore-e789b40e8b60ba8e.rlib" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/libcompiler_builtins-325d535ae4004bc5.rlib" "-Wl,-Bdynamic" "-Wl,--eh-frame-hdr" "-Wl,-z,noexecstack" "-nostartfiles" "-L" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib" "-L" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/self-contained" "-o" "/home/rust/src/target/x86_64-unknown-linux-musl/release/deps/embed-f6921cf64c61b421" "-Wl,--gc-sections" "-static-pie" "-Wl,-z,relro,-z,now" "-Wl,-O1" "-Wl,--strip-debug" "-nodefaultlibs" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/self-contained/crtendS.o" "/root/.rustup/toolchains/stable-aarch64-unknown-linux-gnu/lib/rustlib/x86_64-unknown-linux-musl/lib/self-contained/crtn.o"
  = note: /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(onnxruntime_c_api.cc.o): in function `OrtApis::GetApi(unsigned int)':
          onnxruntime_c_api.cc:(.text._ZN7OrtApis6GetApiEj+0x44): undefined reference to `__fprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(message_lite.cc.o): in function `bool google::protobuf::internal::MergeFromImpl<false>(google::protobuf::stringpiece_internal::StringPiece, google::protobuf::MessageLite*, google::protobuf::MessageLite::ParseFlags)':
          message_lite.cc:(.text._ZN6google8protobuf8internal13MergeFromImplILb0EEEbNS0_20stringpiece_internal11StringPieceEPNS0_11MessageLiteENS5_10ParseFlagsE[_ZN6google8protobuf8internal13MergeFromImplILb0EEEbNS0_20stringpiece_internal11StringPieceEPNS0_11MessageLiteENS5_10ParseFlagsE]+0x129): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(message_lite.cc.o): in function `google::protobuf::MessageLite::SerializePartialToZeroCopyStream(google::protobuf::io::ZeroCopyOutputStream*) const':
          message_lite.cc:(.text._ZNK6google8protobuf11MessageLite32SerializePartialToZeroCopyStreamEPNS0_2io20ZeroCopyOutputStreamE+0xc8): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(allocation_planner.cc.o): in function `nlohmann::detail::lexer<nlohmann::basic_json<std::map, std::vector, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, bool, long, unsigned long, double, std::allocator, nlohmann::adl_serializer, std::vector<unsigned char, std::allocator<unsigned char> > >, nlohmann::detail::input_stream_adapter>::get_token_string() const':
          allocation_planner.cc:(.text._ZNK8nlohmann6detail5lexerINS_10basic_jsonISt3mapSt6vectorNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEblmdSaNS_14adl_serializerES4_IhSaIhEEEENS0_20input_stream_adapterEE16get_token_stringEv[_ZNK8nlohmann6detail5lexerINS_10basic_jsonISt3mapSt6vectorNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEblmdSaNS_14adl_serializerES4_IhSaIhEEEENS0_20input_stream_adapterEE16get_token_stringEv]+0x83): undefined reference to `__snprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(allocation_planner.cc.o): in function `nlohmann::detail::serializer<nlohmann::basic_json<std::map, std::vector, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, bool, long, unsigned long, double, std::allocator, nlohmann::adl_serializer, std::vector<unsigned char, std::allocator<unsigned char> > > >::dump_escaped(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, bool)':
          allocation_planner.cc:(.text._ZN8nlohmann6detail10serializerINS_10basic_jsonISt3mapSt6vectorNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEblmdSaNS_14adl_serializerES4_IhSaIhEEEEE12dump_escapedERKSA_b[_ZN8nlohmann6detail10serializerINS_10basic_jsonISt3mapSt6vectorNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEblmdSaNS_14adl_serializerES4_IhSaIhEEEEE12dump_escapedERKSA_b]+0x893): undefined reference to `__snprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: allocation_planner.cc:(.text._ZN8nlohmann6detail10serializerINS_10basic_jsonISt3mapSt6vectorNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEblmdSaNS_14adl_serializerES4_IhSaIhEEEEE12dump_escapedERKSA_b[_ZN8nlohmann6detail10serializerINS_10basic_jsonISt3mapSt6vectorNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEblmdSaNS_14adl_serializerES4_IhSaIhEEEEE12dump_escapedERKSA_b]+0x8e6): undefined reference to `__snprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(inference_session_utils.cc.o): in function `nlohmann::detail::lexer<nlohmann::basic_json<std::map, std::vector, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, bool, long, unsigned long, double, std::allocator, nlohmann::adl_serializer, std::vector<unsigned char, std::allocator<unsigned char> > >, nlohmann::detail::iterator_input_adapter<__gnu_cxx::__normal_iterator<char const*, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > > > >::get_token_string() const':
          inference_session_utils.cc:(.text._ZNK8nlohmann6detail5lexerINS_10basic_jsonISt3mapSt6vectorNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEblmdSaNS_14adl_serializerES4_IhSaIhEEEENS0_22iterator_input_adapterIN9__gnu_cxx17__normal_iteratorIPKcSA_EEEEE16get_token_stringEv[_ZNK8nlohmann6detail5lexerINS_10basic_jsonISt3mapSt6vectorNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEblmdSaNS_14adl_serializerES4_IhSaIhEEEENS0_22iterator_input_adapterIN9__gnu_cxx17__normal_iteratorIPKcSA_EEEEE16get_token_stringEv]+0x83): undefined reference to `__snprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(common.cc.o): in function `google::protobuf::internal::DefaultLogHandler(google::protobuf::LogLevel, char const*, int, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&)':
          common.cc:(.text._ZN6google8protobuf8internal17DefaultLogHandlerENS0_8LogLevelEPKciRKNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEE+0x3f): undefined reference to `__fprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(assertions.cc.o): in function `onnx::barf[abi:cxx11](char const*, ...)':
          assertions.cc:(.text._ZN4onnx4barfB5cxx11EPKcz+0xe7): undefined reference to `__vsnprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(cast_op.cc.o): in function `std::enable_if<std::is_floating_point<double>::value, void>::type onnxruntime::(anonymous namespace)::CastToString<double>(double const&, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >&) [clone .isra.0]':
          cast_op.cc:(.text._ZN11onnxruntime12_GLOBAL__N_112CastToStringIdEENSt9enable_ifIXsrSt17is_floating_pointIT_E5valueEvE4typeERKS4_RNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEE.isra.0[_ZNK11onnxruntime5utils20MLTypeCallDispatcherIJbilfdmjstahNS_9MLFloat16ENS_8BFloat16ENSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEENS_12Float8E4M3FNENS_14Float8E4M3FNUZENS_10Float8E5M2ENS_14Float8E5M2FNUZEEE29InvokeWithLeadingTemplateArgsINS_12_GLOBAL__N_113SrcDispatcherENS_8TypeListIJEEEJRKN4onnx20TensorProto_DataTypeERNS_15OpKernelContextERKNS_11TensorShapeERKNS_6TensorERST_EEEvDpOT1_]+0xe4): undefined reference to `__snprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(cast_op.cc.o): in function `std::enable_if<std::is_floating_point<float>::value, void>::type onnxruntime::(anonymous namespace)::CastToString<float>(float const&, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >&) [clone .isra.0]':
          cast_op.cc:(.text._ZN11onnxruntime12_GLOBAL__N_112CastToStringIfEENSt9enable_ifIXsrSt17is_floating_pointIT_E5valueEvE4typeERKS4_RNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEE.isra.0[_ZNK11onnxruntime5utils20MLTypeCallDispatcherIJbilfdmjstahNS_9MLFloat16ENS_8BFloat16ENSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEENS_12Float8E4M3FNENS_14Float8E4M3FNUZENS_10Float8E5M2ENS_14Float8E5M2FNUZEEE29InvokeWithLeadingTemplateArgsINS_12_GLOBAL__N_113SrcDispatcherENS_8TypeListIJEEEJRKN4onnx20TensorProto_DataTypeERNS_15OpKernelContextERKNS_11TensorShapeERKNS_6TensorERST_EEEvDpOT1_]+0xd8): undefined reference to `__snprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(cast_map.cc.o): in function `std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > __gnu_cxx::__to_xstring<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, char>(int (*)(char*, unsigned long, char const*, __va_list_tag*), unsigned long, char const*, ...) [clone .constprop.0]':
          cast_map.cc:(.text._ZN9__gnu_cxx12__to_xstringINSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEcEET_PFiPT0_mPKS8_P13__va_list_tagEmSB_z.constprop.0[_ZNK11onnxruntime2ml7CastMap11ComputeImplIfNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEEENS_6common6StatusERNS_15OpKernelContextET0_]+0xd9): undefined reference to `__vsnprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(generation_device_helper.cc.o): in function `onnxruntime::common::Status onnxruntime::contrib::GenerationCpuDeviceHelper::ExpandBuffer<int>(onnxruntime::Stream*, OrtValue const&, int, std::shared_ptr<onnxruntime::IAllocator>, OrtValue&, bool, int)':
          generation_device_helper.cc:(.text._ZN11onnxruntime7contrib25GenerationCpuDeviceHelper12ExpandBufferIiEENS_6common6StatusEPNS_6StreamERK8OrtValueiSt10shared_ptrINS_10IAllocatorEERS7_bi[_ZN11onnxruntime7contrib25GenerationCpuDeviceHelper12ExpandBufferIiEENS_6common6StatusEPNS_6StreamERK8OrtValueiSt10shared_ptrINS_10IAllocatorEERS7_bi]+0x97): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(generation_device_helper.cc.o): in function `onnxruntime::common::Status onnxruntime::contrib::GenerationCpuDeviceHelper::ExpandBuffer<float>(onnxruntime::Stream*, OrtValue const&, int, std::shared_ptr<onnxruntime::IAllocator>, OrtValue&, bool, int)':
          generation_device_helper.cc:(.text._ZN11onnxruntime7contrib25GenerationCpuDeviceHelper12ExpandBufferIfEENS_6common6StatusEPNS_6StreamERK8OrtValueiSt10shared_ptrINS_10IAllocatorEERS7_bi[_ZN11onnxruntime7contrib25GenerationCpuDeviceHelper12ExpandBufferIfEENS_6common6StatusEPNS_6StreamERK8OrtValueiSt10shared_ptrINS_10IAllocatorEERS7_bi]+0x97): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(generation_device_helper.cc.o): in function `onnxruntime::common::Status onnxruntime::contrib::GenerationCpuDeviceHelper::ExpandBuffer<onnxruntime::MLFloat16>(onnxruntime::Stream*, OrtValue const&, int, std::shared_ptr<onnxruntime::IAllocator>, OrtValue&, bool, int)':
          generation_device_helper.cc:(.text._ZN11onnxruntime7contrib25GenerationCpuDeviceHelper12ExpandBufferINS_9MLFloat16EEENS_6common6StatusEPNS_6StreamERK8OrtValueiSt10shared_ptrINS_10IAllocatorEERS8_bi[_ZN11onnxruntime7contrib25GenerationCpuDeviceHelper12ExpandBufferINS_9MLFloat16EEENS_6common6StatusEPNS_6StreamERK8OrtValueiSt10shared_ptrINS_10IAllocatorEERS8_bi]+0x98): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(strutil.cc.o): in function `re2::StringAppendV(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >*, char const*, __va_list_tag*)':
          strutil.cc:(.text._ZN3re2L13StringAppendVEPNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEPKcP13__va_list_tag+0x69): undefined reference to `__vsnprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: strutil.cc:(.text._ZN3re2L13StringAppendVEPNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEEPKcP13__va_list_tag+0xcd): undefined reference to `__vsnprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(qlgavgpool.cpp.o): in function `void MlasQLinearGlobalAveragePoolNchw<signed char>(signed char const*, float, int, signed char*, float, int, unsigned long, unsigned long, int*)':
          qlgavgpool.cpp:(.text._Z32MlasQLinearGlobalAveragePoolNchwIaEvPKT_fiPS0_fimmPi[_Z32MlasQLinearGlobalAveragePoolNchwIaEvPKT_fiPS0_fimmPi]+0x321): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(qlgavgpool.cpp.o): in function `void MlasQLinearGlobalAveragePoolNchw<unsigned char>(unsigned char const*, float, int, unsigned char*, float, int, unsigned long, unsigned long, int*)':
          qlgavgpool.cpp:(.text._Z32MlasQLinearGlobalAveragePoolNchwIhEvPKT_fiPS0_fimmPi[_Z32MlasQLinearGlobalAveragePoolNchwIhEvPKT_fiPS0_fimmPi]+0x2a1): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(qlgavgpool.cpp.o): in function `void MlasQLinearGlobalAveragePoolNhwc<signed char>(signed char const*, float, int, signed char*, float, int, unsigned long, unsigned long, unsigned long, unsigned long, int*, signed char const*)':
          qlgavgpool.cpp:(.text._Z32MlasQLinearGlobalAveragePoolNhwcIaEvPKT_fiPS0_fimmmmPiS2_[_Z32MlasQLinearGlobalAveragePoolNhwcIaEvPKT_fiPS0_fimmmmPiS2_]+0x836): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: qlgavgpool.cpp:(.text._Z32MlasQLinearGlobalAveragePoolNhwcIaEvPKT_fiPS0_fimmmmPiS2_[_Z32MlasQLinearGlobalAveragePoolNhwcIaEvPKT_fiPS0_fimmmmPiS2_]+0x87a): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: qlgavgpool.cpp:(.text._Z32MlasQLinearGlobalAveragePoolNhwcIaEvPKT_fiPS0_fimmmmPiS2_[_Z32MlasQLinearGlobalAveragePoolNhwcIaEvPKT_fiPS0_fimmmmPiS2_]+0x8b9): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(qlgavgpool.cpp.o):qlgavgpool.cpp:(.text._Z32MlasQLinearGlobalAveragePoolNhwcIaEvPKT_fiPS0_fimmmmPiS2_[_Z32MlasQLinearGlobalAveragePoolNhwcIaEvPKT_fiPS0_fimmmmPiS2_]+0x8fb): more undefined references to `__memcpy_chk' follow
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(name.c.o): in function `cpuinfo_x86_format_package_name':
          name.c:(.text.cpuinfo_x86_format_package_name+0x4a): undefined reference to `__snprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(log.c.o): in function `cpuinfo_vlog.constprop.0':
          log.c:(.text.cpuinfo_vlog.constprop.0+0x56): undefined reference to `__memcpy_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: log.c:(.text.cpuinfo_vlog.constprop.0+0x7a): undefined reference to `__vsnprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: log.c:(.text.cpuinfo_vlog.constprop.0+0x149): undefined reference to `__vsnprintf_chk'
          /usr/local/musl/bin/../lib/gcc/x86_64-unknown-linux-musl/11.2.0/../../../../x86_64-unknown-linux-musl/bin/ld: /home/rust/src/target/x86_64-unknown-linux-musl/release/deps/libort_sys-69a4774ffa7db9fc.rlib(cpulist.c.o): in function `cpuinfo_linux_parse_cpulist':
          cpulist.c:(.text.cpuinfo_linux_parse_cpulist+0x28d): undefined reference to `__memmove_chk'
          collect2: error: ld returned 1 exit status

  = note: some `extern` functions couldn't be found; some native libraries may need to be installed or have their path specified
  = note: use the `-l` flag to specify native libraries to link
  = note: use the `cargo:rustc-link-lib` directive to specify the native libraries to link with Cargo (see https://doc.rust-lang.org/cargo/reference/build-scripts.html#rustc-link-lib)

warning: `embed` (bin "embed") generated 1 warning
error: could not compile `embed` (bin "embed") due to 1 previous error; 1 warning emitted
root@ed30792249a3:/home/rust/src#
  1. use dynamic loading with load-dynamic feature turned on. Build can be finished but when I ran the binary, output be like: 
    
root@ed30792249a3:/home/rust/src# ORT_DYLIB_PATH=/home/rust/src/libonnxruntime.so.1.18.1 target/x86_64-unknown-linux-musl/release/embed --model ./all-MiniLM-L6-v2.onnx  --tokenizer ./tokenizer.json --dylib doesntmatter
thread 'main' panicked at /root/.cargo/registry/src/index.crates.io-6f17d22bba15001f/ort-2.0.0-rc.4/src/lib.rs:139:33:
An error occurred while attempting to load the ONNX Runtime binary at `/home/rust/src/libonnxruntime.so.1.18.1`: Dynamic loading not supported
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace

3. build onnxruntime from source:
`
./build.sh (without --build-shared stuff) but failed some tests.
`

Could you please point to the right direction?
ycclnn commented 3 months ago

Source code published here: https://gist.github.com/ycclnn/bd912617b5ad3d46f0f66273d201cf30