Python is the lingua franca for data analytics and machine learning. Its superior productivity makes the preferred tool for prototyping. However, traditional python packages are not necessarily designed to provide high performance and scalability for large datasets.
In this tutorial we start with a short introduction on how to get close to native performance with Intel-optimized packages like...
The recent trends in HPC systems – massive parallelism, large vector, asynchronism – and the increase in computational power allow larger, more complex, and higher resolution numerical simulations. These progress however raise new concerns and challenges beyond system design. One such challenge is the validation of the numerical quality of a simulation, especially regarding the round-off error...
- Distributed Intel Tensorflow
- Intel python distribution
- VNNI & future technology
