awesome-hpc
github.com/arthurfeeney/awesome-hpc ↗Another "awesome-*" list, for random things I find interesting in HPC / ML
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Curated Resources
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AggregatorsConference ProceedingsBlogsLecturesMatrix Multiplication and Linear AlgebraML PerformanceNVIDIA
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me frameworks resources from awesome-hpc"
Installation instructions →What's inside
Conference Proceedings
ML Performance
- ASPLOS Pytorch 2Frameworks
- CUTLASSFrameworks
- Data movement is all you needEfficient Implementations
- FlashAttention 1Efficient Implementations
- FlashAttention 2Efficient Implementations
- FlashAttention 3, for H100. Uses Asynchrony and low precisionEfficient Implementations
Matrix Multiplication and Linear Algebra
NVIDIA
- GTC 2010 Lower Occupancy performancePerformance
- NSight Compute GPUModePerformance
- PTX DocsPTX
Lectures
Showing a sample of 32 resources. View the full list on GitHub →