Support for `wasm32-unknown-unknown`

mush42 commented 1 year ago

What

ONNXRuntime supports wasm targets via it's onnxruntime for web bindings.

According to this page you can build a static lib of onnxruntime for wasm targets which you can then bundle with your C++ WebAssembly. project.

From what I understand, the wasm lib provides the same C API that regular onnxruntime provide.

Why

Supporting wasm targets will make it easy to deploy models built with ort to web browsers and wasm runtimes such as WasmTime and Wasmer.

Since wasm-runtimes are cross-platform, users can bundle their models along with pre and post processing code in a single, universal, executable module that they can then run on browsers or on any wasm-runtime.

decahedron1 commented 1 year ago

wasm32-unknown-emscripten is now supported in v1.15.5.

mush42 commented 1 year ago

Thanks @decahedron1!

marcpabst commented 1 year ago

That's great! Stupid question, but would this also work for wasm32-unknown-unknown?

decahedron1 commented 1 year ago

That's great! Stupid question, but would this also work for wasm32-unknown-unknown?

Unfortunately no, because ONNX Runtime is built with Emscripten and thus relies on a lot of Emscripten symbols.

yunho-c commented 7 months ago

Is there any guide or examples for using ort in the web? I am having problems compiling successfully with wasm32-unknown-emscripten target and would definitely appreciate any help or documentation.

decahedron1 commented 7 months ago

I was actually in the middle of writing some docs about this very issue 😂

From what I can tell, compiling to wasm32-unknown-emscripten is very tricky. I haven't been able to make it work either. I'd have to recommend alternative libraries that do support plain old wasm32-unknown-unknown like tract or wonnx for the time being.

decahedron1 commented 7 months ago

Seeing how requested WASM support is, I'll keep working on solutions. It may be possible to shim the needed Emscripten APIs but that's a lot of work and I can't guarantee it'll be successful.

decahedron1 commented 7 months ago

I was able to reduce the imports & shim them but ran into https://github.com/rustwasm/wasm-bindgen/issues/3315, which looks like a dead end. 😕

decahedron1 commented 6 months ago

Please give it a try:

[dependencies]
ort = { git = "https://github.com/pykeio/ort.git", branch = "wasm32-unknown-unknown" }

A few notes:

You must call ort::wasm::initialize() at the very top of your program, before you use any ort APIs.
The filesystem is disabled, so no profiling, and you must load models from memory with SessionBuilder::commit_from_memory_directly.
You must use .ort format models - see here for how to convert. TL;DR python -m onnxruntime.tools.convert_onnx_models_to_ort ./my_model.onnx
Runtime optimization is disabled, so do not call SessionBuilder::with_optimization_level.

yunho-c commented 6 months ago

Thank you SO much! I'll give it a go and let you know :)

yunho-c commented 6 months ago

After compiling with wasm-bindgen successfully, I encounter an error that says: Uncaught TypeError: Failed to resolve module specifier "env". Relative references must start with either "/", "./", or "../".

Upon inspecting with wasm2wat, I see that it originates from the OrtGetApiBase call in src/lib.rs.

To reproduce, code is available here. Please refer to .vscode/launch.json to see the build/start commands.

References

decahedron1 commented 6 months ago

This indicates the ONNX Runtime library wasn't being linked against, which I was unable to reproduce. (PRs with my local changes: https://github.com/k2m5t2/hand-gesture-recognition-using-onnx/pull/1, https://github.com/k2m5t2/handpose-rs/pull/1)

Did you have any alternative linking configuration set for ort? It must use the prebuilt binary for now as it required a lot of hacks.

I got things compiling here, though I ran into an index out of bounds error when running the client on Firefox; not sure if that's related to ort though.

yunho-c commented 6 months ago

Thank you for the PRs :) (Turns out I had made similar changes, forgot to commit, accepted the PRs, and now had duplicated changes 🥲 so I spent some time solving conflicts manually haha!)

In short, I'm not sure. I've never installed ONNX Runtime from source in the machine—and hence assuming that I'm using your prebuilt binaries. I looked through the docs on linking, but because this (building, linking, etc) is such an unfamiliar territory for me, I don't have detailed information for you at the moment. I can certainly do more experiments and come back with updates though.

It would be advantageous to use static linking (i.e., keep everything as default) ... right? I noticed that your example actually specifies load-dynamic feature and was wondering if that could be the issue.

The index out of bounds error is most definitely my code and not ort. I really appreciate your help!

decahedron1 commented 6 months ago

Static linking is the only supported route for WASM (are you looking at the right example?) If you enabled load-dynamic, then that could've been causing the env import error. Otherwise I'm not entirely sure why it's not linking properly...

yunho-c commented 6 months ago

I am looking at this example, and I haven't used load-dynamic until now.

I see — I will try again in a different machine!

yunho-c commented 6 months ago

Was able to reproduce the same error (Uncaught TypeError: Failed to resolve module specifier "env". Relative references must start with either "/", "./", or "../".) on a freshly installed Ubuntu (PopOS) machine. It makes me think that the issue is definitely lying somewhere in my codebase (or the default config in ort)

yunho-c commented 6 months ago

Checked that the same error occurs with a small app using the example package provided in ort/examples/webassembly. ort_sys::OrtGetApiBase(); seems to be the problematic call that invokes env. Perhaps we're using different builds of ort_sys?

More Info:

using ort = { git = "https://github.com/pykeio/ort.git", branch = "wasm32-unknown-unknown" exclusively

Questions

I see that many projects using WASM use the crate-type = ["cdylib"] flag. Could this have something to do with it?

decahedron1 commented 6 months ago

Couldn't repro on Ubuntu 22.04, I think there's a problem with your environment somehow. Could you try:

verifying the SHA-256 digest of ~/.cache/ort.pyke.io/dfbin/wasm32-unknown-unknown/41A5713B37EEE40A0D7608B9E77AEB3E1A5DCE6845496A5F5E65F89A13E45089/onnxruntime/lib/libonnxruntime.a is AB428489802C158CC5E16905EB5455BDC1A275CB97924142834284B832E8699D
nuking the bin cache with rm -r ~/.cache/ort.pyke.io and forcing ort-sys to redownload by cleaning it: cargo clean -p ort-sys
building with -vvv & uploading logs

decahedron1 commented 6 months ago

@k2m5t2 Got a repro, the issue is rustc stable. It compiles fine with nightly, still trying to figure out what commit fixed it.

yunho-c commented 6 months ago

Thanks for looking into it! Switching to rustc nightly fixed it! Thank you!

Fyi (in response to the previous comment):

I couldn't find ort.pyke.io or other cargo-related cache in the directory — I'll upload it once I find it.
Nuked the cache & re-built

Verbose Build Logs

yunhocho@MacBong-Pro process-canvas % cargo build -vvv
       Fresh autocfg v1.2.0
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   Compiling ort-sys v2.0.0-rc.1 (https://github.com/pykeio/ort.git?branch=wasm32-unknown-unknown#79aca6f5)
       Fresh wasm-bindgen v0.2.92
       Fresh tiff v0.9.1
     Running `CARGO=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/cargo CARGO_CRATE_NAME=build_script_build CARGO_MANIFEST_DIR=/Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys CARGO_PKG_AUTHORS='pyke.io <contact@pyke.io>' CARGO_PKG_DESCRIPTION='Unsafe Rust bindings for ONNX Runtime 1.17 - Optimize and Accelerate Machine Learning Inferencing' CARGO_PKG_HOMEPAGE='' CARGO_PKG_LICENSE='MIT OR Apache-2.0' CARGO_PKG_LICENSE_FILE='' CARGO_PKG_NAME=ort-sys CARGO_PKG_README='' CARGO_PKG_REPOSITORY='https://github.com/pykeio/ort' CARGO_PKG_RUST_VERSION=1.70 CARGO_PKG_VERSION=2.0.0-rc.1 CARGO_PKG_VERSION_MAJOR=2 CARGO_PKG_VERSION_MINOR=0 CARGO_PKG_VERSION_PATCH=0 CARGO_PKG_VERSION_PRE=rc.1 DYLD_FALLBACK_LIBRARY_PATH='/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/lib:/usr/local/lib:/usr/lib' /Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/rustc --crate-name build_script_build --edition=2021 /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/build.rs --error-format=json --json=diagnostic-rendered-ansi,artifacts,future-incompat --diagnostic-width=167 --crate-type bin --emit=dep-info,link -C embed-bitcode=no -C debuginfo=2 -C split-debuginfo=unpacked --cfg 'feature="copy-dylibs"' --cfg 'feature="default"' --cfg 'feature="download-binaries"' --cfg 'feature="flate2"' --cfg 'feature="sha2"' --cfg 'feature="tar"' --cfg 'feature="ureq"' -C metadata=d996b110a3a84c35 -C extra-filename=-d996b110a3a84c35 --out-dir /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/build/ort-sys-d996b110a3a84c35 -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps --extern flate2=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps/libflate2-ed58129318dd3f6d.rlib --extern sha2=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps/libsha2-438cd3a3e039de04.rlib --extern tar=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps/libtar-d16b4cef4a764b79.rlib --extern ureq=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps/libureq-6872cb8bb9eea075.rlib --cap-lints warn -L native=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/build/ring-475162a1bac11f39/out`
       Fresh exr v1.72.0
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warning: function `is_absolute_path` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:135:9
    |
135 |     pub fn is_absolute_path(path: OsString) -> Option<PathBuf> {
    |            ^^^^^^^^^^^^^^^^
    |
    = note: `#[warn(dead_code)]` on by default

warning: `ort-sys` (build script) generated 1 warning
     Running `CARGO=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/cargo CARGO_CFG_PANIC=unwind CARGO_CFG_TARGET_ARCH=wasm32 CARGO_CFG_TARGET_ENDIAN=little CARGO_CFG_TARGET_ENV='' CARGO_CFG_TARGET_FAMILY=unix,wasm CARGO_CFG_TARGET_HAS_ATOMIC=16,32,64,8,ptr CARGO_CFG_TARGET_OS=emscripten CARGO_CFG_TARGET_POINTER_WIDTH=32 CARGO_CFG_TARGET_VENDOR=unknown CARGO_CFG_UNIX='' CARGO_ENCODED_RUSTFLAGS='' CARGO_FEATURE_COPY_DYLIBS=1 CARGO_FEATURE_DEFAULT=1 CARGO_FEATURE_DOWNLOAD_BINARIES=1 CARGO_FEATURE_FLATE2=1 CARGO_FEATURE_SHA2=1 CARGO_FEATURE_TAR=1 CARGO_FEATURE_UREQ=1 CARGO_MANIFEST_DIR=/Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys CARGO_PKG_AUTHORS='pyke.io <contact@pyke.io>' CARGO_PKG_DESCRIPTION='Unsafe Rust bindings for ONNX Runtime 1.17 - Optimize and Accelerate Machine Learning Inferencing' CARGO_PKG_HOMEPAGE='' CARGO_PKG_LICENSE='MIT OR Apache-2.0' CARGO_PKG_LICENSE_FILE='' CARGO_PKG_NAME=ort-sys CARGO_PKG_README='' CARGO_PKG_REPOSITORY='https://github.com/pykeio/ort' CARGO_PKG_RUST_VERSION=1.70 CARGO_PKG_VERSION=2.0.0-rc.1 CARGO_PKG_VERSION_MAJOR=2 CARGO_PKG_VERSION_MINOR=0 CARGO_PKG_VERSION_PATCH=0 CARGO_PKG_VERSION_PRE=rc.1 DEBUG=true DYLD_FALLBACK_LIBRARY_PATH='/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps:/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/aarch64-apple-darwin/lib:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/lib:/usr/local/lib:/usr/lib:/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/build/ring-475162a1bac11f39/out' HOST=aarch64-apple-darwin NUM_JOBS=10 OPT_LEVEL=0 OUT_DIR=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/build/ort-sys-0fe95070c691701e/out PROFILE=debug RUSTC=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/rustc RUSTDOC=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/rustdoc TARGET=wasm32-unknown-emscripten /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/build/ort-sys-d996b110a3a84c35/build-script-build`
[ort-sys 2.0.0-rc.1] cargo:rerun-if-env-changed=ORT_LIB_LOCATION
[ort-sys 2.0.0-rc.1] cargo:rerun-if-env-changed=ORT_LIB_PROFILE
[ort-sys 2.0.0-rc.1] cargo:rustc-link-lib=onnxruntime
[ort-sys 2.0.0-rc.1] cargo:rustc-link-search=native=/Users/yunhocho/Library/Caches/ort.pyke.io/dfbin/wasm32-unknown-emscripten/58EAD204FE53A488489287FFD97113E89A2CCA91876D3186CDBCA10A4F5A3287/onnxruntime/lib
     Running `CARGO=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/cargo CARGO_CRATE_NAME=ort_sys CARGO_MANIFEST_DIR=/Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys CARGO_PKG_AUTHORS='pyke.io <contact@pyke.io>' CARGO_PKG_DESCRIPTION='Unsafe Rust bindings for ONNX Runtime 1.17 - Optimize and Accelerate Machine Learning Inferencing' CARGO_PKG_HOMEPAGE='' CARGO_PKG_LICENSE='MIT OR Apache-2.0' CARGO_PKG_LICENSE_FILE='' CARGO_PKG_NAME=ort-sys CARGO_PKG_README='' CARGO_PKG_REPOSITORY='https://github.com/pykeio/ort' CARGO_PKG_RUST_VERSION=1.70 CARGO_PKG_VERSION=2.0.0-rc.1 CARGO_PKG_VERSION_MAJOR=2 CARGO_PKG_VERSION_MINOR=0 CARGO_PKG_VERSION_PATCH=0 CARGO_PKG_VERSION_PRE=rc.1 DYLD_FALLBACK_LIBRARY_PATH='/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/lib:/usr/local/lib:/usr/lib' OUT_DIR=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/build/ort-sys-0fe95070c691701e/out /Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/rustc --crate-name ort_sys --edition=2021 /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/lib.rs --error-format=json --json=diagnostic-rendered-ansi,artifacts,future-incompat --diagnostic-width=167 --crate-type lib --emit=dep-info,metadata,link -C embed-bitcode=no -C debuginfo=2 --cfg 'feature="copy-dylibs"' --cfg 'feature="default"' --cfg 'feature="download-binaries"' --cfg 'feature="flate2"' --cfg 'feature="sha2"' --cfg 'feature="tar"' --cfg 'feature="ureq"' -C metadata=1e7094c27ef7520d -C extra-filename=-1e7094c27ef7520d --out-dir /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps --target wasm32-unknown-emscripten -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps --cap-lints warn -L native=/Users/yunhocho/Library/Caches/ort.pyke.io/dfbin/wasm32-unknown-emscripten/58EAD204FE53A488489287FFD97113E89A2CCA91876D3186CDBCA10A4F5A3287/onnxruntime/lib -l onnxruntime`
warning: unused imports: `CStr`, `mem`, `os::unix::prelude::OsStringExt`, `ptr`
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:105:32
    |
105 |         ffi::{c_char, c_int, c_long, CStr, OsString},
    |                                      ^^^^
106 |         mem,
    |         ^^^
107 |         os::unix::prelude::OsStringExt,
    |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
108 |         path::PathBuf,
109 |         ptr
    |         ^^^
    |
    = note: `#[warn(unused_imports)]` on by default

warning: type alias `uid_t` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:112:7
    |
112 |     type uid_t = u32;
    |          ^^^^^
    |
    = note: `#[warn(dead_code)]` on by default

warning: type alias `gid_t` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:113:7
    |
113 |     type gid_t = u32;
    |          ^^^^^

warning: type alias `size_t` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:114:7
    |
114 |     type size_t = usize;
    |          ^^^^^^

warning: struct `passwd` is never constructed
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:116:9
    |
116 |     struct passwd {
    |            ^^^^^^

warning: constant `SC_GETPW_R_SIZE_MAX` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:132:8
    |
132 |     const SC_GETPW_R_SIZE_MAX: c_int = 70;
    |           ^^^^^^^^^^^^^^^^^^^

warning: function `is_absolute_path` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:135:9
    |
135 |     pub fn is_absolute_path(path: OsString) -> Option<PathBuf> {
    |            ^^^^^^^^^^^^^^^^

warning: function `home_dir` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:142:9
    |
142 |     pub fn home_dir() -> Option<PathBuf> {
    |            ^^^^^^^^

warning: function `sysconf` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:127:6
    |
127 |         fn sysconf(name: c_int) -> c_long;
    |            ^^^^^^^

warning: function `getpwuid_r` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:128:6
    |
128 |         fn getpwuid_r(uid: uid_t, pwd: *mut passwd, buf: *mut c_char, buflen: size_t, result: *mut *mut passwd) -> c_int;
    |            ^^^^^^^^^^

warning: function `getuid` is never used
   --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/ort-sys/src/internal/dirs.rs:129:6
    |
129 |         fn getuid() -> uid_t;
    |            ^^^^^^

       Dirty ort v2.0.0-rc.1 (https://github.com/pykeio/ort.git?branch=wasm32-unknown-unknown#79aca6f5): the dependency ort_sys was rebuilt
   Compiling ort v2.0.0-rc.1 (https://github.com/pykeio/ort.git?branch=wasm32-unknown-unknown#79aca6f5)
     Running `CARGO=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/cargo CARGO_CRATE_NAME=ort CARGO_MANIFEST_DIR=/Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f CARGO_PKG_AUTHORS='pyke.io <contact@pyke.io>:Nicolas Bigaouette <nbigaouette@gmail.com>' CARGO_PKG_DESCRIPTION='A safe Rust wrapper for ONNX Runtime 1.17 - Optimize and Accelerate Machine Learning Inferencing' CARGO_PKG_HOMEPAGE='' CARGO_PKG_LICENSE='MIT OR Apache-2.0' CARGO_PKG_LICENSE_FILE='' CARGO_PKG_NAME=ort CARGO_PKG_README=README.md CARGO_PKG_REPOSITORY='https://github.com/pykeio/ort' CARGO_PKG_RUST_VERSION=1.70 CARGO_PKG_VERSION=2.0.0-rc.1 CARGO_PKG_VERSION_MAJOR=2 CARGO_PKG_VERSION_MINOR=0 CARGO_PKG_VERSION_PATCH=0 CARGO_PKG_VERSION_PRE=rc.1 DYLD_FALLBACK_LIBRARY_PATH='/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/lib:/usr/local/lib:/usr/lib' /Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/rustc --crate-name ort --edition=2021 /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/src/lib.rs --error-format=json --json=diagnostic-rendered-ansi,artifacts,future-incompat --diagnostic-width=167 --crate-type lib --emit=dep-info,metadata,link -C embed-bitcode=no -C debuginfo=2 --cfg 'feature="copy-dylibs"' --cfg 'feature="default"' --cfg 'feature="download-binaries"' --cfg 'feature="half"' --cfg 'feature="ndarray"' -C metadata=2051547fd689969c -C extra-filename=-2051547fd689969c --out-dir /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps --target wasm32-unknown-emscripten -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps --extern half=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libhalf-3aff04c47dcc082a.rmeta --extern js_sys=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libjs_sys-0e62d09b83121786.rmeta --extern ndarray=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libndarray-2aa64b3384b6bc05.rmeta --extern ort_sys=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libort_sys-1e7094c27ef7520d.rmeta --extern thiserror=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libthiserror-f351fa0a31003a37.rmeta --extern tracing=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libtracing-d75a00fafaace693.rmeta --extern web_sys=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libweb_sys-47748822a3df7063.rmeta --cap-lints warn -L native=/Users/yunhocho/Library/Caches/ort.pyke.io/dfbin/wasm32-unknown-emscripten/58EAD204FE53A488489287FFD97113E89A2CCA91876D3186CDBCA10A4F5A3287/onnxruntime/lib`
warning: `ort-sys` (lib) generated 11 warnings
warning: unused import: `ffi::c_void`
 --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/src/wasm.rs:4:2
  |
4 |     ffi::c_void,
  |     ^^^^^^^^^^^
  |
  = note: `#[warn(unused_imports)]` on by default

warning: unused import: `super::*`
 --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/src/wasm.rs:9:6
  |
9 |     use super::*;
  |         ^^^^^^^^

warning: unused import: `self`
  --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/src/lib.rs:33:8
   |
33 |     ffi::{self, CStr},
   |           ^^^^

warning: unused import: `std::os::unix::ffi::OsStrExt`
 --> /Users/yunhocho/.cargo/git/checkouts/ort-675c4f2a84c4db27/79aca6f/src/session/builder.rs:2:5
  |
2 | use std::os::unix::ffi::OsStrExt;
  |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^

       Dirty handpose_rs v0.1.0 (/Users/yunhocho/Documents/GitHub/handpose-rs): the dependency ort was rebuilt
   Compiling handpose_rs v0.1.0 (/Users/yunhocho/Documents/GitHub/handpose-rs)
     Running `CARGO=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/cargo CARGO_CRATE_NAME=handpose_rs CARGO_MANIFEST_DIR=/Users/yunhocho/Documents/GitHub/handpose-rs CARGO_PKG_AUTHORS='' CARGO_PKG_DESCRIPTION='' CARGO_PKG_HOMEPAGE='' CARGO_PKG_LICENSE='' CARGO_PKG_LICENSE_FILE='' CARGO_PKG_NAME=handpose_rs CARGO_PKG_README='' CARGO_PKG_REPOSITORY='' CARGO_PKG_RUST_VERSION='' CARGO_PKG_VERSION=0.1.0 CARGO_PKG_VERSION_MAJOR=0 CARGO_PKG_VERSION_MINOR=1 CARGO_PKG_VERSION_PATCH=0 CARGO_PKG_VERSION_PRE='' DYLD_FALLBACK_LIBRARY_PATH='/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/lib:/usr/local/lib:/usr/lib' /Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/rustc --crate-name handpose_rs --edition=2021 /Users/yunhocho/Documents/GitHub/handpose-rs/src/lib.rs --error-format=json --json=diagnostic-rendered-ansi,artifacts,future-incompat --diagnostic-width=167 --crate-type lib --emit=dep-info,metadata,link -C embed-bitcode=no -C debuginfo=2 -C metadata=0599002393c1d911 -C extra-filename=-0599002393c1d911 --out-dir /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps --target wasm32-unknown-emscripten -C incremental=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/incremental -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps --extern image=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libimage-d001dc6aa9fe7120.rmeta --extern imageproc=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libimageproc-3ef040c91ea152b7.rmeta --extern macroquad=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libmacroquad-35592df98c168712.rmeta --extern ndarray=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libndarray-2aa64b3384b6bc05.rmeta --extern ort=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libort-2051547fd689969c.rmeta --extern serde=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libserde-5e448ac863567f5e.rmeta --extern serde_json=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libserde_json-c6d5df1a523aa692.rmeta --extern tiny_skia=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libtiny_skia-36a2a67c5b3e3b98.rmeta --extern wasm_bindgen=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libwasm_bindgen-659aa19b89164d05.rmeta -L native=/Users/yunhocho/Library/Caches/ort.pyke.io/dfbin/wasm32-unknown-emscripten/58EAD204FE53A488489287FFD97113E89A2CCA91876D3186CDBCA10A4F5A3287/onnxruntime/lib`
warning: `ort` (lib) generated 4 warnings
   Compiling process-canvas v0.1.0 (/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas)
     Running `CARGO=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/cargo CARGO_CRATE_NAME=process_canvas CARGO_MANIFEST_DIR=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas CARGO_PKG_AUTHORS='Jens Östlund <jostlund@gmail.com>' CARGO_PKG_DESCRIPTION='' CARGO_PKG_HOMEPAGE='' CARGO_PKG_LICENSE='' CARGO_PKG_LICENSE_FILE='' CARGO_PKG_NAME=process-canvas CARGO_PKG_README='' CARGO_PKG_REPOSITORY='' CARGO_PKG_RUST_VERSION='' CARGO_PKG_VERSION=0.1.0 CARGO_PKG_VERSION_MAJOR=0 CARGO_PKG_VERSION_MINOR=1 CARGO_PKG_VERSION_PATCH=0 CARGO_PKG_VERSION_PRE='' CARGO_PRIMARY_PACKAGE=1 DYLD_FALLBACK_LIBRARY_PATH='/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/lib:/usr/local/lib:/usr/lib' /Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/rustc --crate-name process_canvas --edition=2021 src/lib.rs --error-format=json --json=diagnostic-rendered-ansi,artifacts,future-incompat --diagnostic-width=167 --crate-type cdylib --emit=dep-info,link -C embed-bitcode=no -C debuginfo=2 -C metadata=7fb8cf9584ef66f5 --out-dir /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps --target wasm32-unknown-emscripten -C incremental=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/incremental -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps --extern handpose_rs=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libhandpose_rs-0599002393c1d911.rlib --extern image=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libimage-d001dc6aa9fe7120.rlib --extern js_sys=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libjs_sys-0e62d09b83121786.rlib --extern once_cell=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libonce_cell-041ec0782168b438.rlib --extern serde=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libserde-5e448ac863567f5e.rlib --extern tiny_skia=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libtiny_skia-36a2a67c5b3e3b98.rlib --extern wasm_bindgen=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libwasm_bindgen-659aa19b89164d05.rlib --extern web_sys=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libweb_sys-47748822a3df7063.rlib -L native=/Users/yunhocho/Library/Caches/ort.pyke.io/dfbin/wasm32-unknown-emscripten/58EAD204FE53A488489287FFD97113E89A2CCA91876D3186CDBCA10A4F5A3287/onnxruntime/lib`
warning: unused import: `std::rc::Rc`
  --> src/lib.rs:10:5
   |
10 | use std::rc::Rc;
   |     ^^^^^^^^^^^
   |
   = note: `#[warn(unused_imports)]` on by default

warning: unused import: `std::cell::RefCell`
  --> src/lib.rs:11:5
   |
11 | use std::cell::RefCell;
   |     ^^^^^^^^^^^^^^^^^^

warning: unused import: `HandResult`
  --> src/lib.rs:13:40
   |
13 | use handpose_rs::{Handpose, visualize, HandResult};
   |                                        ^^^^^^^^^^

warning: unused import: `RgbaImage`
  --> src/lib.rs:14:27
   |
14 | use image::{DynamicImage, RgbaImage, ImageBuffer};
   |                           ^^^^^^^^^

warning: unused imports: `Deserialize`, `Serialize`
  --> src/lib.rs:15:13
   |
15 | use serde::{Serialize, Deserialize};
   |             ^^^^^^^^^  ^^^^^^^^^^^

warning: unused imports: `Function`, `JsString`, `Uint8ClampedArray`
  --> src/lib.rs:16:14
   |
16 | use js_sys::{Function, JsString, Uint8ClampedArray};
   |              ^^^^^^^^  ^^^^^^^^  ^^^^^^^^^^^^^^^^^

warning: unused variable: `transform_fn`
  --> src/lib.rs:79:9
   |
79 |     let transform_fn = match transform {
   |         ^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_transform_fn`
   |
   = note: `#[warn(unused_variables)]` on by default

warning: unused variable: `square_size`
  --> src/lib.rs:74:5
   |
74 |     square_size: u32,
   |     ^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_square_size`

warning: function `image_data_to_vec` is never used
   --> src/lib.rs:179:4
    |
179 | fn image_data_to_vec(image_data: &ImageData) -> Vec<u8> {
    |    ^^^^^^^^^^^^^^^^^
    |
    = note: `#[warn(dead_code)]` on by default

error: linking with `emcc` failed: exit status: 1
  |
  = note: LC_ALL="C" PATH="/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/aarch64-apple-darwin/bin:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/aarch64-apple-darwin/bin/self-contained:/Users/yunhocho/.modular/pkg/packages.modular.com_mojo/bin:/Users/yunhocho/.gem/ruby/3.1.3/bin:/Users/yunhocho/.rubies/ruby-3.1.3/lib/ruby/gems/3.1.0/bin:/Users/yunhocho/.rubies/ruby-3.1.3/bin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/Library/Apple/usr/bin:/Users/yunhocho/.modular/pkg/packages.modular.com_mojo/bin:/Users/yunhocho/Library/pnpm:/opt/homebrew/bin:/opt/homebrew/sbin:/Users/yunhocho/.cargo/bin:/Users/yunhocho/Library/Android/sdk/tools:/Users/yunhocho/Library/Android/sdk/platform-tools:/Users/yunhocho/.cache/trunk/launcher:/Users/yunhocho/Library/Android/sdk/tools:/Users/yunhocho/Library/Android/sdk/platform-tools" VSLANG="1033" "emcc" "-s" "EXPORTED_FUNCTIONS=[\"___externref_drop_slice\",\"___externref_heap_live_count\",\"___externref_table_alloc\",\"___externref_table_dealloc\",\"___wbindgen_exn_store\",\"___wbindgen_free\",\"___wbindgen_malloc\",\"___wbindgen_realloc\",\"___libc_calloc\",\"___libc_free\",\"___libc_malloc\",\"___wasi_environ_get\",\"___wasi_environ_sizes_get\",\"___wasi_fd_close\",\"___wasi_fd_read\",\"___wasi_fd_seek\",\"___wasi_fd_write\",\"__emscripten_get_now_is_monotonic\",\"__gmtime_js\",\"__initialize\",\"__localtime_js\",\"__mktime_js\",\"__tzset_js\",\"_abort\",\"_emscripten_builtin_malloc\",\"_emscripten_date_now\",\"_emscripten_errn\",\"_emscripten_get_heap_max\",\"_emscripten_get_now\",\"_emscripten_memcpy_js\",\"_free\",\"_malloc\",\"_posix_memalign\",\"_realloc\",\"_strftime_l\"]" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.20acxwuib0lk5p90.rcgu.o" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.2hezp5mqikf2svg7.rcgu.o" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.2sjds435wmth3hit.rcgu.o" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.33v27ypuxi0kh7i.rcgu.o" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.3gzmnmysx56yl937.rcgu.o" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.3w7yt6859cy6mum0.rcgu.o" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.4nyqb5nx1zyr835f.rcgu.o" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.4tbvl15iw7e83cav.rcgu.o" "-L" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps" "-L" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps" "-L" "/Users/yunhocho/Library/Caches/ort.pyke.io/dfbin/wasm32-unknown-emscripten/58EAD204FE53A488489287FFD97113E89A2CCA91876D3186CDBCA10A4F5A3287/onnxruntime/lib" "-L" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libhandpose_rs-0599002393c1d911.rlib" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libserde_json-c6d5df1a523aa692.rlib" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libitoa-12b100828f51c423.rlib" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libryu-9fc6737c034478f7.rlib" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libserde-5e448ac863567f5e.rlib" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libtiny_skia-36a2a67c5b3e3b98.rlib" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/liblog-f817bfe4c92c7d0c.rlib" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libarrayvec-03c4519dc9eb9f69.rlib" 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"/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/librustc_std_workspace_alloc-e4ee40ae2af17971.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/libminiz_oxide-4530336f7f0b7bb3.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/libadler-7a5865561f82c182.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/libunwind-a258a2fbe61cb877.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/libcfg_if-a4689c0b4bc70a57.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/liblibc-21e7ecfa7ccee18e.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/liballoc-160b9745905d26a1.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/librustc_std_workspace_core-37fb292f574d866a.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/libcore-dee2bb4e5df39818.rlib" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/libcompiler_builtins-69be90562a557520.rlib" "-l" "c" "-l" "onnxruntime" "-l" "c" "-B/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/aarch64-apple-darwin/bin/gcc-ld" "-fuse-ld=lld" "--target=wasm32-unknown-emscripten" "-s" "DISABLE_EXCEPTION_CATCHING=0" "-L" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib" "-L" "/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib/rustlib/wasm32-unknown-emscripten/lib/self-contained" "-o" "/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/process_canvas.wasm" "-O0" "-g" "-sABORTING_MALLOC=0" "-Wl,--fatal-warnings"
  = note: cache:INFO: generating system asset: symbol_lists/f04f035815335e250c72ff9b51db718eec93dd6d.json... (this will be cached in "/opt/homebrew/Cellar/emscripten/3.1.48/libexec/cache/symbol_lists/f04f035815335e250c72ff9b51db718eec93dd6d.json" for subsequent builds)
          cache:INFO:  - ok
          wasm-ld: error: duplicate symbol: abort
          >>> defined in /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libort-2051547fd689969c.rlib(ort-2051547fd689969c.ort.75947f606687ab2e-cgu.08.rcgu.o)
          >>> defined in /opt/homebrew/Cellar/emscripten/3.1.48/libexec/cache/sysroot/lib/wasm32-emscripten/libstandalonewasm.a(standalone.o)

          wasm-ld: error: duplicate symbol: emscripten_get_heap_max
          >>> defined in /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libort-2051547fd689969c.rlib(ort-2051547fd689969c.ort.75947f606687ab2e-cgu.13.rcgu.o)
          >>> defined in /opt/homebrew/Cellar/emscripten/3.1.48/libexec/cache/sysroot/lib/wasm32-emscripten/libstandalonewasm.a(standalone.o)

          wasm-ld: error: duplicate symbol: emscripten_builtin_malloc
          >>> defined in /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libort-2051547fd689969c.rlib(ort-2051547fd689969c.ort.75947f606687ab2e-cgu.13.rcgu.o)
          >>> defined in /opt/homebrew/Cellar/emscripten/3.1.48/libexec/cache/sysroot/lib/wasm32-emscripten/libdlmalloc.a(dlmalloc.o)
          emcc: error: '/opt/homebrew/Cellar/emscripten/3.1.48/libexec/llvm/bin/wasm-ld @/var/folders/pd/9mrlsj5x3q1c81q4jsd0gq7c0000gn/T/emscripten_y_9c1eii.rsp.utf-8' failed (returned 1)

warning: `process-canvas` (lib) generated 9 warnings
error: could not compile `process-canvas` (lib) due to 1 previous error; 9 warnings emitted

Caused by:
  process didn't exit successfully: `CARGO=/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/cargo CARGO_CRATE_NAME=process_canvas CARGO_MANIFEST_DIR=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas CARGO_PKG_AUTHORS='Jens Östlund <jostlund@gmail.com>' CARGO_PKG_DESCRIPTION='' CARGO_PKG_HOMEPAGE='' CARGO_PKG_LICENSE='' CARGO_PKG_LICENSE_FILE='' CARGO_PKG_NAME=process-canvas CARGO_PKG_README='' CARGO_PKG_REPOSITORY='' CARGO_PKG_RUST_VERSION='' CARGO_PKG_VERSION=0.1.0 CARGO_PKG_VERSION_MAJOR=0 CARGO_PKG_VERSION_MINOR=1 CARGO_PKG_VERSION_PATCH=0 CARGO_PKG_VERSION_PRE='' CARGO_PRIMARY_PACKAGE=1 DYLD_FALLBACK_LIBRARY_PATH='/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/lib:/Users/yunhocho/lib:/usr/local/lib:/usr/lib' /Users/yunhocho/.rustup/toolchains/stable-aarch64-apple-darwin/bin/rustc --crate-name process_canvas --edition=2021 src/lib.rs --error-format=json --json=diagnostic-rendered-ansi,artifacts,future-incompat --diagnostic-width=167 --crate-type cdylib --emit=dep-info,link -C embed-bitcode=no -C debuginfo=2 -C metadata=7fb8cf9584ef66f5 --out-dir /Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps --target wasm32-unknown-emscripten -C incremental=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/incremental -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps -L dependency=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/debug/deps --extern handpose_rs=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libhandpose_rs-0599002393c1d911.rlib --extern image=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libimage-d001dc6aa9fe7120.rlib --extern js_sys=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libjs_sys-0e62d09b83121786.rlib --extern once_cell=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libonce_cell-041ec0782168b438.rlib --extern serde=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libserde-5e448ac863567f5e.rlib --extern tiny_skia=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libtiny_skia-36a2a67c5b3e3b98.rlib --extern wasm_bindgen=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libwasm_bindgen-659aa19b89164d05.rlib --extern web_sys=/Users/yunhocho/Documents/GitHub/open-vision-web-1/web-js/wasm/process-canvas/target/wasm32-unknown-emscripten/debug/deps/libweb_sys-47748822a3df7063.rlib -L native=/Users/yunhocho/Library/Caches/ort.pyke.io/dfbin/wasm32-unknown-emscripten/58EAD204FE53A488489287FFD97113E89A2CCA91876D3186CDBCA10A4F5A3287/onnxruntime/lib` (exit status: 1)

decahedron1 commented 6 months ago

You should be compiling with --target wasm32-unknown-unknown, not wasm32-unknown-emscripten.

mush42 commented 6 months ago

Hi @decahedron1

Build and load of wasm module in the browser is successful.

But when inferencing the model, I face following error:

panicked at libtashkeel-wasm\src\lib.rs:23:34:
called `Result::unwrap()` on an `Err` value: InferenceError("Failed to run model using onnxruntime via ort. Caused by Failed to create ONNX Runtime session: Deserialize tensor attn_layers.0.ccm.layernorm.bias failed.External initializers are not enabled in this build

I'm using an ort model.

pykeio / ort

Support for `wasm32-unknown-unknown` #75

What

Why