tract-onnx

library0.23.1rscratesunverified

Tiny, no-nonsense, self contained, TensorFlow and ONNX inference.

# Cargo.toml
[dependencies]
tract-onnx = "0.23.1"

github ↗homepage ↗docs ↗

INSTALL

IMPORT

SIG · TRACT-ONNX

tract-onnx

otherrustv0.23.1

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

prelude

✓ use tract_onnx::prelude::*;

Loads and runs an ONNX model for inference.

use tract_onnx::prelude::*; fn main() -> TractResult<()> { let model = onnx() .model_for_path("model.onnx")? .into_optimized()? .into_runnable()?; let result = model.run(tvec!(Tensor::from(1.0f32)))?; println!("Output: {:?}", result); Ok(()) }

Debug

Known issues

gotchaONNX opset compatibility: not all operators are supported; may fail on complex models.

fix

Check tract-onnx documentation for supported opsets and operators.

affects: >=0.23.0

Upgrade

Version history

0.23.1latest on crates.io

Audit

Dependencies

No dependency data recorded yet.

Agent activity

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node

Amazon

Resources

githubhttps://github.com/snipsco/tract ↗

homepagehttps://github.com/snipsco/tract ↗

docshttps://docs.rs/tract-onnx/ ↗