onnx-mlir
Emu
onnx-mlir | Emu | |
---|---|---|
1 | 3 | |
687 | 1,590 | |
4.2% | - | |
9.5 | 0.0 | |
3 days ago | over 1 year ago | |
C++ | Rust | |
Apache License 2.0 | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
onnx-mlir
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GPU computing on Apple Silicon
This doesn't answer your question, but it would be cool if we had something based on MLIR for GPU compute. From what I've read, it closes the gap between NVIDIA and other GPU vendors a lot more than pure compute shaders. e.g. ONNX-MLIR, PlaidML, and IREE.
Emu
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How to rent a powerful computer for one remote task, once?
I've just been running it using the CMD. Maybe I can improve it to use my GPU with this library, since it's in Rust.
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GPU computing on Apple Silicon
I also found the emu crate, which provides a CUDA-esque wrapper over wpgu. This seems pretty convenient.
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Getting started with Machine Learning for Rust
https://github.com/calebwin/emu is promising, and const generics just came out, we really need a legit differentiable programming solution, autograd https://crates.io/crates/autograd ?
What are some alternatives?
iree - A retargetable MLIR-based machine learning compiler and runtime toolkit.
QuantMath - Financial maths library for risk-neutral pricing and risk
plaidml - PlaidML is a framework for making deep learning work everywhere.
rust-gmp
rust-objc - Objective-C Runtime bindings and wrapper for Rust.
nphysics - 2 and 3-dimensional rigid body physics engine for Rust.
rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧
arrayfire-rust - Rust wrapper for ArrayFire
transmission-renderer - A high-performance renderer to render glTF models that use the `KHR_materials_transmission` and `KHR_materials_volume` extensions.
collenchyma - Extendable HPC-Framework for CUDA, OpenCL and common CPU
rulinalg - A linear algebra library written in Rust
nalgebra - Linear algebra library for Rust.