Announcing cudarc and fully GPU accelerated dfdx: ergonomic deep learning ENTIRELY in rust, now with CUDA support and tensors with mixed compile and runtime dimensions!

• Rust-CUDA

  16 2,363 1.3 Rust

  Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.

  

  Be warned, NON_BLOCKING streams do not fully synchronize with sync host to device copies. They are not guaranteed to actually finish by the time they return. Meaning its possible to initiate a copy, then initiate a kernel launch, and have the copy be unfinished by the time the kernel is launched. This caused so many confusing bugs that i personally decided to stop using NON_BLOCKING altogether in rust-cuda. https://github.com/Rust-GPU/Rust-CUDA/issues/15

• dfdx

  19 1,079 8.5 Rust

  Deep learning in Rust, with shape checked tensors and neural networks

  Awesome, I added an issue here https://github.com/coreylowman/dfdx/issues/597. We can discuss more there! The first step will just be adding the device and implementing tensor creation methods for it.

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• docs.rs

  58 863 6.8 Rust

  crates.io documentation generator

  

  All the public methods and modules should be documented with example snippets in docs.rs (https://docs.rs/dfdx/latest/dfdx/). What are you looking at that doesn't have that?

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