- Why Are Eight Bits Enough for Deep Neural Networks? (Pete Warden) — It turns out that neural networks are different. You can run them with eight-bit parameters and intermediate buffers, and suffer no noticeable loss in the final results. This was astonishing to me, but it’s something that’s been re-discovered over and over again.
- The Great Decoupling (HBR) — The Second Machine Age is playing out differently than the First Machine Age, continuing the long-term trend of material abundance but not of ever-greater labor demand.
- OpenMP Support in LLVM — OpenMP enables Clang users to harness full power of modern multi-core processors with vector units. Pragmas from OpenMP 3.1 provide an industry standard way to employ task parallelism, while ‘#pragma omp simd’ is a simple yet flexible way to enable data parallelism (aka vectorization).
"open source" entries
What to expect at OSCON 2015.
Twenty years ago, open source was a cause. Ten years ago, it was the underdog. Today, it sits upon the Iron Throne ruling all it surveys. Software engineers now use open source frameworks, languages, and tools in almost all projects.
When I was putting together the program for OSCON with the other program chairs, it occurred to me that by covering “just” open source, we weren’t really leaving out all that much of the software landscape. It seems open source has indeed won, but let’s not gloat; let’s make things even better. Open source has made many great changes to software possible, but the spirit of the founding community goes well beyond code. Read more…