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NVIDIA’s new way to program GPUs with Rust

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Source: Let's Get Rusty
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  • description: 👉Join the Rust Live Accelerator waitlist: https://letsgetrusty.com/join/wv-zg6MgDnHlrU Learn GPU programming with Rust using NVIDIA's cuTile library. We take a simple model weight-update calculation from a CPU loop to a GPU kernel, explaining weights, gradients, tensors, tiles, and parallel execution along the way. Then we call the kernel from a Rust program and compare the example running on a laptop CPU with an AWS-hosted GPU. cuTile Rust documentation: https://nvidia.github.io/cuda-rust/cutile/latest/ Chapters 0:00 GPU programming with Rust 1:33 How cuTile compiles and runs GPU code 3:35 Converting the CPU function into a GPU kernel 6:48 Calling the GPU kernel from Rust 7:46 Comparing CPU and GPU performance
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  • title: NVIDIA’s new way to program GPUs with Rust
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