Add an initial wasi-nn implementation for Wasmtime (#2208)

* Add an initial wasi-nn implementation for Wasmtime

This change adds a crate, `wasmtime-wasi-nn`, that uses `wiggle` to expose the current state of the wasi-nn API and `openvino` to implement the exposed functions. It includes an end-to-end test demonstrating how to do classification using wasi-nn:
 - `crates/wasi-nn/tests/classification-example` contains Rust code that is compiled to the `wasm32-wasi` target and run with a Wasmtime embedding that exposes the wasi-nn calls
 - the example uses Rust bindings for wasi-nn contained in `crates/wasi-nn/tests/wasi-nn-rust-bindings`; this crate contains code generated by `witx-bindgen` and eventually should be its own standalone crate

* Test wasi-nn as a CI step

This change adds:
 - a GitHub action for installing OpenVINO
 - a script, `ci/run-wasi-nn-example.sh`, to run the classification example
This commit is contained in:
Andrew Brown
2020-11-16 10:54:00 -08:00
committed by GitHub
parent 61a0bcbdc6
commit a61f068c64
33 changed files with 1554 additions and 1 deletions

View File

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//! Contains the macro-generated implementation of wasi-nn from the its witx definition file.
use crate::ctx::WasiNnCtx;
use crate::ctx::WasiNnError;
// Generate the traits and types of wasi-nn in several Rust modules (e.g. `types`).
wiggle::from_witx!({
witx: ["$WASI_ROOT/phases/ephemeral/witx/wasi_ephemeral_nn.witx"],
ctx: WasiNnCtx,
errors: { errno => WasiNnError }
});
use types::Errno;
/// Wiggle generates code that performs some input validation on the arguments passed in by users of
/// wasi-nn. Here we convert the validation error into one (or more, eventually) of the error
/// variants defined in the witx.
impl types::GuestErrorConversion for WasiNnCtx {
fn into_errno(&self, e: wiggle::GuestError) -> Errno {
eprintln!("Guest error: {:?}", e);
Errno::InvalidArgument
}
}
impl<'a> types::UserErrorConversion for WasiNnCtx {
fn errno_from_wasi_nn_error(&self, e: WasiNnError) -> Errno {
eprintln!("Host error: {:?}", e);
match e {
WasiNnError::OpenvinoError(_) => unimplemented!(),
WasiNnError::GuestError(_) => unimplemented!(),
WasiNnError::UsageError(_) => unimplemented!(),
}
}
}
/// Additionally, we must let Wiggle know which of our error codes represents a successful operation.
impl wiggle::GuestErrorType for Errno {
fn success() -> Self {
Self::Success
}
}