Beyond OpenMP in C++ and Rust: Taskflow, Rayon, Fork Union
https://ashvardanian.com/posts/beyond-openmp-in-cpp-rust/
#HackerNews #BeyondOpenMP #C++ #Rust #Taskflow #Rayon #ForkUnion
TL;DR: Most C++ and Rust thread-pool libraries leave significant performance on the table - often running 10× slower than OpenMP on classic fork-join workloads and micro-benchmarks. So I’ve drafted a minimal ~300-line library called Fork Union that lands within 20% of OpenMP. It does not use advanced NUMA tricks; it uses only the C++ and Rust standard libraries and has no other dependencies. OpenMP has been the industry workhorse for coarse-grain parallelism in C and C++ for decades. I lean on it heavily in projects like USearch, yet I avoid it in larger systems because:
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Wow... https://taskflow.github.io
Taskflow is pretty nice!
The standard parallel algorithms couldn't for_each a big chunk of work, so I gave #taskflow a shot and am really impressed with the simplicity and results.
Ingest time just went from 20 minutes to 5 minutes.
TaskFlow: Efficient Console Task Management for PHP Development 🔄
🔧 #TaskFlow enables dynamic nested console workflows in #PHP & #Laravel projects
💡 Features context sharing, conditional task execution & customizable status indicators
🎯 Supports closure-based tasks, invokable classes & nested task hierarchies
⚙️ Includes flexible configuration options for symbols, colors & indentation
🛠️ Compatible with both #Laravel integration & standalone implementation
🔄 Offers interactive mode & context management for complex task flows
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