Minimal educational reimplementation of the rocprofiler-sdk stack (tool + engine) for learning how the SDK interacts with HIP, HSA, rocprofiler-register, and aqlprofile

A collection of examples for the ROCm software stack

A fuzzer for ML compilers

super repo for rocm systems projects

Linux kernel source tree

Caliper is an instrumentation and performance profiling library

Multi-GPU communication profiler and visualizer

Experimental Explicit Communications API for Kokkos

Userspace eBPF runtime for Observability, Network, GPU & General Extensions Framework

Reverse Engineering: Decompiling Binary Code with Large Language Models

HIP: C++ Heterogeneous-Compute Interface for Portability

Development repository for the Triton language and compiler

Anthropic's original performance take-home, now open for you to try!

A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.

The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.

AutoDock Vina

Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.

Explain Compiler Explorer output using AI

Run compilers interactively from your web browser and interact with the assembly

NVIDIA NVSHMEM is a parallel programming interface for NVIDIA GPUs based on OpenSHMEM. NVSHMEM can significantly reduce multi-process communication and coordination overheads by allowing programmer…

OSV-SCALIBR: A library for Software Composition Analysis

Claude Code for CUDA. Free AI assistant that actually understands GPU architecture

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

rocSHMEM intra-kernel networking runtime for AMD dGPUs on the ROCm platform.