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h5bench is a suite of parallel I/O benchmarks or kernels representing I/O patterns that are commonly used in HDF5 applications on high performance computing systems. h5bench measures I/O performance from various aspects, including the I/O overhead, and observed I/O rate.

The OpenROAD project is a non-profit project, originally funded by DARPA with the aim of creating open-source EDA tools; an Autonomous flow from RTL-GDSII that completes < 24 hrs, to lower cost and boost innovation in IC design.

[AIIO] (https://github.com/hpc-io/aiio) revolutionizes the way for users to automatically tune the I/O performance of applications on HPC systems. It currently works on linear regression models but has more opportunities to work on heterogeneous data, such as programming info.

[FasTensor] (https://github.com/BinDong314/FasTensor) is a generic tensor processing engine with scalability from single nodes to thousands of nodes on HPC. FasTensor supports applications from traditional SQL query to complex DFT solver in scientific applications.

PolyPhy is a GPU oriented agent-based system for reconstructing and visualizing optimal transport networks defined over sparse data. Rooted in astronomy and inspired by nature, we have used an early prototype called Polyphorm to reconstruct the Cosmic web structure, but also to discover network-like patterns in natural language data.

Introduction Welcome to the final blog post for my GSoC’23! Once again, my name is Jack and I am working under the open-source electronic design automation project - OpenROAD. We are a fast growing leading open-source foundational application for semiconductor digital design, as evidenced from our consistent star growth since inception.

As I send in my final work submission for the final GSoC evaluation, I’m excited to share with you the progress we’ve made this summer (and future plans for Polyglot!). You can view the repository and web app here: https://polyphyhub.

Hello again! Before we get started, take a look at my previous blogs, Introduction and Mid Term. The goal of the project was to implement io_uring based backend driver for client side, which was at that time using traditional sockets.

Update on tree-sitter-pyrope The pyrope hardware description language now has syntax highlighting available for neovim users. The repository includes a guide to installing the parser, and activating highlights. After we have tested the syntax highlighting, a pull request will be made to the nvim-treesitter repository.

The last few months of my GSoC project have been very exciting and I hope to share why with you here in this blog post! To briefly summarize, my project has been focused on further developing the Polyglot app, a tool for visualizing 3D language embeddings.