wasi-nn

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Update Rust gen to use .wit spec

2

This commit updates the regeneration script for the Rust bindings to use `wasi-nn.wit` types instead of `wasi-nn.witx`. The scripts has also been run and the bindings (src/generated.rs) have been updated....

danbev

Problem with wasi-nn 0.6.0 TensorType

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I was running a wasmedge server with inference support cloned from [here](https://github.com/WasmEdge/wasmedge_hyper_demo/tree/main/server-tflite), but with newer dependencies and was facing an error in the `GraphExecutionContext`'s `set_input` function. It was an issue...

Scramjet911

Not able to access following link of `wasi_nn::load`

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I tried to open this link but i guess this isnt working for now https://docs.rs/wasi-nn/latest/wasi_nn/fn.load.html

eshaanagarwal

Bindings for C/C++

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Hi, We have published an experimental version of WASI-NN for WAMR: * https://github.com/bytecodealliance/wasm-micro-runtime/tree/main/core/iwasm/libraries/wasi-nn * Current PR: https://github.com/bytecodealliance/wasm-micro-runtime/pull/1834 Since there is no automatic API generation in C from the [WIT specification](https://github.com/WebAssembly/wasi-nn/blob/main/wasi-nn.wit.md),...

tonibofarull

Provide a higher-level public API for Rust users

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The functions defined in `wasi_nn::wasi_ephemeral_nn::*` are the raw Wasm symbols used to link with the host's implementation of wasi-nn. The `wasi-nn` Rust bindings should not expose these, since they should...

abrown

Investigate how to decode images into tensors

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For ease-of-use, users will likely want to decode images online rather than offline like we do currently with the openvino-tensor-converter tool. Here are some possible libraries to investigate: - https://github.com/glovas/assemblyscript-jpeg-decoder...

abrown

Both the AssemblyScript and Rust examples can now utilize the TensorFlow backend. The build.sh script now requires you specify which backend you want to run with. Requires the TensorFlow PR...

brianjjones

Switch to WIT

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The wasi-nn specification has been ported over from the old WITX syntax to the new WIT syntax (see https://github.com/WebAssembly/wasi-nn/pull/17). This repository should switch over to using WIT-based tooling. I see...

abrown

use a batch of image as input

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Hi guys, is there any example that can convert multiple image to one tensor with dimension `[batch_size, channel, witdth, height]`? I am hoping this may be more efficient towards to...

ln23415

Benchmarking how to

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All the info needed to install / setup required dependencies and benchmark wasi-nn performance on any supported hardware.

brianjjones