Step into the world of ARM Server
ARM with the full name of 'Advanced RISC Machine', is a famous RISC processor from cambridge England.
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Transport speed of common computer buses
The article introduces most of the common buses in a server/desktop, their transport speed and the way to calculate it.
Read MoreBuild a Fashion-MNIST CNN with PyTorch
This document details the process of developing and optimizing a Convolutional Neural Network (CNN) for the Fashion-MNIST dataset using PyTorch. Building upon the foundational work of "Let's Build a Fashion-MNIST CNN, PyTorch Style" [1], this project introduces significant enhancements, including a redesigned CNN architecture, a systematic hyperparameter tuning process, and comprehensive testing and visualization. The optimized model achieves a training accuracy of 99.02% and a test accuracy of 91.01%, a substantial improvement over baseline models. This report outlines the methodology, model architecture, optimization techniques, and data analysis that led to these results.
Read MoreNVIDIA GPU Passthrough (Tesla V100) on SLES
This is an instruction to setup your NVIDIA V100 so you can use it in your virtual machine. HOST OS is OpenSUSE tumbleweed, guest could be anything you want. Make sure the kernel is newer than 4.10 in HOST.
Read MoreOVS-DPDK: A Practical (and Kernel-Aware) Setup Guide
This document walks through installing DPDK + Open vSwitch (OVS) from packages (when available), enabling OVS-DPDK, creating vhost-user ports, and attaching VMs via QEMU command line or libvirt. It also lists common issues you will likely hit in real deployments.
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