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!

1. Rust-CUDA

   1 42 4,347 8.8 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

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. dfdx

   2 22 1,808 5.8 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.

4. docs.rs

   3 143 1,040 9.4 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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