FlatMapDataset: flat-map data transform for PyTorchPyTorch established a simple a consistent toolset for building training pipelines. The most common scenarios can be handled with two utilities: the Dataset class and the DataLoader class. I wrote about them in my previous article. I've noticed some p...Jul 22, 2020 · 14 min readyrwehere.hashnode.dev
Solving Core Data Loading Challenges with PyTorchPyTorch data utilities define concepts of dataset and data loader. They share their general purpose of loading the training data, thus they are easily confused. Why do we need both of them? Building a deep learning input pipeline involves three chall...Jul 5, 2020 · 9 min readyrwehere.hashnode.dev
Robust Shell-Oriented Kubernetes ToolsI manage Kubernetes workloads on daily basis, but the official tool kubectl makes this task very tedious. I've tried out some popular alternatives, but they all lacked the flexibility of the shell. Eventually, I built a small command line tool to han...May 4, 2020 · 5 min readyrwehere.hashnode.dev
Simple File Explorer in 1 Line of BashThe idea is to build a simple tool that allows for quick exploration of the filesystem. The file list can be navigated using arrow keys and filtered with fuzzy-search. It's rather an overhauled cd tool than a real file explorer, but it served as a co...2LApr 25, 2020yrwehere.hashnode.dev
