https://blog.bj-yan.top/en/tags/simulation/ Recent content in Simulation on Bingjie's Blog https://blog.bj-yan.top/favicon.png https://blog.bj-yan.top/favicon.png Hugo -- gohugo.io en-US Sat, 08 Jul 2023 12:37:21 +0800 https://blog.bj-yan.top/en/p/blog-the-top-k-of-wechat-red-envelopes/ Sat, 08 Jul 2023 12:37:21 +0800 https://blog.bj-yan.top/en/p/blog-the-top-k-of-wechat-red-envelopes/ Simulating WeChat red envelope distribution with Python to compare the probability of entering the Top K based on different claiming orders, presenting simulation results while explaining model assumptions and limitations. https://blog.bj-yan.top/en/p/blog-accelerating-federated-learning-simulation-using-mpi/ Tue, 21 Mar 2023 12:41:13 +0800 https://blog.bj-yan.top/en/p/blog-accelerating-federated-learning-simulation-using-mpi/ Building a federated learning simulator using mpi4py and PyTorch, covering server-client architecture, MPI execution flow, multi-process execution, and experimental performance.