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

26
crates/wasi-nn/src/lib.rs Normal file
View File

@@ -0,0 +1,26 @@
mod ctx;
mod r#impl;
mod witx;
pub use ctx::WasiNnCtx;
// Defines a `struct WasiNn` with member fields and appropriate APIs for dealing with all the
// various WASI exports.
wasmtime_wiggle::wasmtime_integration!({
// The wiggle code to integrate with lives here:
target: witx,
// This must be the same witx document as used above:
witx: ["$WASI_ROOT/phases/ephemeral/witx/wasi_ephemeral_nn.witx"],
// This must be the same ctx type as used for the target:
ctx: WasiNnCtx,
// This macro will emit a struct to represent the instance, with this name and docs:
modules: {
wasi_ephemeral_nn => {
name: WasiNn,
docs: "An instantiated instance of the wasi-nn exports.",
function_override: {}
}
},
// Error to return when caller module is missing memory export:
missing_memory: { witx::types::Errno::MissingMemory },
});